2022-09-21_09-10-29: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 106496 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 106496 Number of peaks input: 25474 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 25474 Number of non peaks input: 103925 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 103925 Number of non peaks input: 28044 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 28044 Number of peaks after removing outliers: 105322 Number of nonpeaks after removing outliers: 91401 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 1/2857 [..............................] - ETA: 16:11:28 9/2857 [..............................] - ETA: 18s  17/2857 [..............................] - ETA: 18s 25/2857 [..............................] - ETA: 18s 33/2857 [..............................] - ETA: 18s 41/2857 [..............................] - ETA: 18s 49/2857 [..............................] - ETA: 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/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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '12.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(96027, 10) loading nonpeaks... got split:train for bed regions:(83644, 10) loading peaks... got split:valid for bed regions:(9295, 10) loading nonpeaks... got split:valid for bed regions:(7757, 10) Epoch 1/50 1/1651 [..............................] - ETA: 55:37:09 - loss: 430.3617 - logits_profile_predictions_loss: 379.7993 - logcount_predictions_loss: 4.0450 2/1651 [..............................] - ETA: 8:37 - loss: 5763.5192 - logits_profile_predictions_loss: 385.3134 - logcount_predictions_loss: 430.2565  3/1651 [..............................] - ETA: 8:31 - loss: 6348.2856 - logits_profile_predictions_loss: 380.2384 - logcount_predictions_loss: 477.4438 4/1651 [..............................] - ETA: 8:28 - loss: 6195.5136 - logits_profile_predictions_loss: 376.4038 - logcount_predictions_loss: 465.5288 5/1651 [..............................] - ETA: 8:27 - loss: 5892.5017 - logits_profile_predictions_loss: 375.2983 - logcount_predictions_loss: 441.3763 6/1651 [..............................] - ETA: 8:26 - loss: 5570.0881 - logits_profile_predictions_loss: 372.7932 - logcount_predictions_loss: 415.7836 7/1651 [..............................] - ETA: 8:25 - loss: 5266.8952 - logits_profile_predictions_loss: 370.6146 - logcount_predictions_loss: 391.7025 8/1651 [..............................] - ETA: 8:24 - loss: 4991.7196 - logits_profile_predictions_loss: 368.7800 - logcount_predictions_loss: 369.8352 9/1651 [..............................] - ETA: 8:23 - loss: 4744.9758 - logits_profile_predictions_loss: 367.4556 - logcount_predictions_loss: 350.2016 10/1651 [..............................] - ETA: 8:23 - loss: 4523.9879 - logits_profile_predictions_loss: 366.4422 - logcount_predictions_loss: 332.6037 11/1651 [..............................] - ETA: 8:22 - loss: 4325.1589 - logits_profile_predictions_loss: 365.2599 - logcount_predictions_loss: 316.7919 12/1651 [..............................] - ETA: 8:22 - loss: 4145.9794 - logits_profile_predictions_loss: 364.2459 - logcount_predictions_loss: 302.5387 13/1651 [..............................] - ETA: 8:21 - loss: 3983.8266 - logits_profile_predictions_loss: 363.3458 - logcount_predictions_loss: 289.6385 14/1651 [..............................] - ETA: 8:21 - loss: 3836.7174 - logits_profile_predictions_loss: 362.7679 - logcount_predictions_loss: 277.9160 15/1651 [..............................] - ETA: 8:20 - loss: 3702.4341 - logits_profile_predictions_loss: 362.2365 - logcount_predictions_loss: 267.2158 16/1651 [..............................] - ETA: 8:20 - loss: 3579.3466 - logits_profile_predictions_loss: 361.7288 - logcount_predictions_loss: 257.4094 17/1651 [..............................] - ETA: 8:19 - loss: 3466.0221 - logits_profile_predictions_loss: 361.1936 - logcount_predictions_loss: 248.3863 18/1651 [..............................] - ETA: 8:19 - loss: 3361.6257 - logits_profile_predictions_loss: 360.8811 - logcount_predictions_loss: 240.0596 19/1651 [..............................] - ETA: 8:19 - loss: 3265.0123 - logits_profile_predictions_loss: 360.6562 - logcount_predictions_loss: 232.3485 20/1651 [..............................] - ETA: 8:18 - loss: 3175.2169 - logits_profile_predictions_loss: 360.4178 - logcount_predictions_loss: 225.1839 21/1651 [..............................] - ETA: 8:18 - loss: 3091.6355 - logits_profile_predictions_loss: 360.2666 - logcount_predictions_loss: 218.5095 22/1651 [..............................] - ETA: 8:17 - loss: 3013.5265 - logits_profile_predictions_loss: 360.1021 - logcount_predictions_loss: 212.2740 23/1651 [..............................] - ETA: 8:17 - loss: 2940.2993 - logits_profile_predictions_loss: 359.8872 - logcount_predictions_loss: 206.4330 24/1651 [..............................] - ETA: 8:17 - loss: 2871.6033 - logits_profile_predictions_loss: 359.7228 - logcount_predictions_loss: 200.9505 25/1651 [..............................] - ETA: 8:16 - loss: 2806.9758 - logits_profile_predictions_loss: 359.5688 - logcount_predictions_loss: 195.7926 26/1651 [..............................] - ETA: 8:16 - loss: 2746.0007 - logits_profile_predictions_loss: 359.3833 - logcount_predictions_loss: 190.9294 27/1651 [..............................] - ETA: 8:16 - loss: 2688.3709 - logits_profile_predictions_loss: 359.1782 - logcount_predictions_loss: 186.3354 28/1651 [..............................] - ETA: 8:15 - loss: 2633.8224 - logits_profile_predictions_loss: 358.9778 - logcount_predictions_loss: 181.9876 29/1651 [..............................] - ETA: 8:15 - loss: 2582.0830 - logits_profile_predictions_loss: 358.7754 - logcount_predictions_loss: 177.8646 30/1651 [..............................] - ETA: 8:15 - loss: 2532.9759 - logits_profile_predictions_loss: 358.6209 - logcount_predictions_loss: 173.9484 31/1651 [..............................] - ETA: 8:14 - loss: 2486.2386 - logits_profile_predictions_loss: 358.4343 - logcount_predictions_loss: 170.2243 32/1651 [..............................] - ETA: 8:14 - loss: 2441.6857 - logits_profile_predictions_loss: 358.2261 - logcount_predictions_loss: 166.6768 33/1651 [..............................] - ETA: 8:14 - loss: 2399.2107 - logits_profile_predictions_loss: 358.0387 - logcount_predictions_loss: 163.2938 34/1651 [..............................] - ETA: 8:13 - loss: 2358.6712 - logits_profile_predictions_loss: 357.8717 - logcount_predictions_loss: 160.0640 35/1651 [..............................] - ETA: 8:13 - loss: 2319.8793 - logits_profile_predictions_loss: 357.6764 - logcount_predictions_loss: 156.9762 36/1651 [..............................] - ETA: 8:13 - loss: 2282.7278 - logits_profile_predictions_loss: 357.4663 - logcount_predictions_loss: 154.0209 37/1651 [..............................] - ETA: 8:12 - loss: 2247.1475 - logits_profile_predictions_loss: 357.2806 - logcount_predictions_loss: 151.1894 38/1651 [..............................] - ETA: 8:12 - loss: 2212.9745 - logits_profile_predictions_loss: 357.0586 - logcount_predictions_loss: 148.4733 39/1651 [..............................] - ETA: 8:12 - loss: 2180.1541 - logits_profile_predictions_loss: 356.8340 - logcount_predictions_loss: 145.8656 40/1651 [..............................] - ETA: 8:11 - loss: 2148.6190 - logits_profile_predictions_loss: 356.6220 - logcount_predictions_loss: 143.3598 41/1651 [..............................] - ETA: 8:11 - loss: 2118.2623 - logits_profile_predictions_loss: 356.3947 - logcount_predictions_loss: 140.9494 42/1651 [..............................] - ETA: 8:11 - loss: 2089.0180 - logits_profile_predictions_loss: 356.1550 - logcount_predictions_loss: 138.6290 43/1651 [..............................] - ETA: 8:10 - loss: 2060.8541 - logits_profile_predictions_loss: 355.9318 - logcount_predictions_loss: 136.3938 44/1651 [..............................] - ETA: 8:10 - loss: 2033.6931 - logits_profile_predictions_loss: 355.7087 - logcount_predictions_loss: 134.2388 45/1651 [..............................] - ETA: 8:09 - loss: 2007.4811 - logits_profile_predictions_loss: 355.4884 - logcount_predictions_loss: 132.1594 46/1651 [..............................] - ETA: 8:09 - loss: 1982.1823 - logits_profile_predictions_loss: 355.2856 - logcount_predictions_loss: 130.1517 47/1651 [..............................] - ETA: 8:09 - loss: 1957.7370 - logits_profile_predictions_loss: 355.0889 - logcount_predictions_loss: 128.2119 48/1651 [..............................] - ETA: 8:08 - loss: 1934.1231 - logits_profile_predictions_loss: 354.9194 - logcount_predictions_loss: 126.3363 49/1651 [..............................] - ETA: 8:08 - loss: 1911.2649 - logits_profile_predictions_loss: 354.7415 - logcount_predictions_loss: 124.5219 50/1651 [..............................] - ETA: 8:08 - loss: 1889.1422 - logits_profile_predictions_loss: 354.5738 - logcount_predictions_loss: 122.7655 51/1651 [..............................] - ETA: 8:07 - loss: 1867.7163 - logits_profile_predictions_loss: 354.4133 - logcount_predictions_loss: 121.0642 52/1651 [..............................] - ETA: 8:07 - loss: 1846.9468 - logits_profile_predictions_loss: 354.2522 - logcount_predictions_loss: 119.4156 53/1651 [..............................] - ETA: 8:07 - loss: 1826.8054 - logits_profile_predictions_loss: 354.0939 - logcount_predictions_loss: 117.8169 54/1651 [..............................] - ETA: 8:06 - loss: 1807.2556 - logits_profile_predictions_loss: 353.9322 - logcount_predictions_loss: 116.2659 55/1651 [..............................] - ETA: 8:06 - loss: 1788.2784 - logits_profile_predictions_loss: 353.7753 - logcount_predictions_loss: 114.7603 56/1651 [>.............................] - ETA: 8:06 - loss: 1769.8426 - logits_profile_predictions_loss: 353.6164 - logcount_predictions_loss: 113.2981 57/1651 [>.............................] - ETA: 8:05 - loss: 1751.9161 - logits_profile_predictions_loss: 353.4478 - logcount_predictions_loss: 111.8775 58/1651 [>.............................] - ETA: 8:05 - loss: 1734.4883 - logits_profile_predictions_loss: 353.2821 - logcount_predictions_loss: 110.4965 59/1651 [>.............................] - ETA: 8:05 - loss: 1717.5401 - logits_profile_predictions_loss: 353.1216 - logcount_predictions_loss: 109.1535 60/1651 [>.............................] - ETA: 8:04 - loss: 1701.0395 - logits_profile_predictions_loss: 352.9552 - logcount_predictions_loss: 107.8467 61/1651 [>.............................] - ETA: 8:04 - loss: 1684.9710 - logits_profile_predictions_loss: 352.7863 - logcount_predictions_loss: 106.5748 62/1651 [>.............................] - ETA: 8:04 - loss: 1669.3379 - logits_profile_predictions_loss: 352.6344 - logcount_predictions_loss: 105.3363 63/1651 [>.............................] - ETA: 8:03 - loss: 1654.1104 - logits_profile_predictions_loss: 352.4888 - logcount_predictions_loss: 104.1297 64/1651 [>.............................] - ETA: 8:03 - loss: 1639.2733 - logits_profile_predictions_loss: 352.3474 - logcount_predictions_loss: 102.9541 65/1651 [>.............................] - ETA: 8:03 - loss: 1624.8091 - logits_profile_predictions_loss: 352.2093 - logcount_predictions_loss: 101.8080 66/1651 [>.............................] - ETA: 8:02 - loss: 1610.7034 - logits_profile_predictions_loss: 352.0748 - logcount_predictions_loss: 100.6903 67/1651 [>.............................] - ETA: 8:02 - loss: 1596.9446 - logits_profile_predictions_loss: 351.9462 - logcount_predictions_loss: 99.5999  68/1651 [>.............................] - ETA: 8:02 - loss: 1583.5182 - logits_profile_predictions_loss: 351.8209 - logcount_predictions_loss: 98.5358 69/1651 [>.............................] - ETA: 8:01 - loss: 1570.4027 - logits_profile_predictions_loss: 351.6901 - logcount_predictions_loss: 97.4970 70/1651 [>.............................] - ETA: 8:01 - loss: 1557.6003 - logits_profile_predictions_loss: 351.5677 - logcount_predictions_loss: 96.4826 71/1651 [>.............................] - ETA: 8:01 - loss: 1545.1005 - logits_profile_predictions_loss: 351.4540 - logcount_predictions_loss: 95.4917 72/1651 [>.............................] - ETA: 8:00 - loss: 1532.8890 - logits_profile_predictions_loss: 351.3459 - 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- loss: 1454.5520 - logits_profile_predictions_loss: 350.5788 - logcount_predictions_loss: 88.3179 80/1651 [>.............................] - ETA: 7:58 - loss: 1444.3006 - logits_profile_predictions_loss: 350.4863 - logcount_predictions_loss: 87.5051 81/1651 [>.............................] - ETA: 7:58 - loss: 1434.2635 - logits_profile_predictions_loss: 350.3998 - logcount_predictions_loss: 86.7091 82/1651 [>.............................] - ETA: 7:57 - loss: 1424.4322 - logits_profile_predictions_loss: 350.3162 - logcount_predictions_loss: 85.9293 83/1651 [>.............................] - ETA: 7:57 - loss: 1414.8038 - logits_profile_predictions_loss: 350.2407 - logcount_predictions_loss: 85.1651 84/1651 [>.............................] - ETA: 7:57 - loss: 1405.3592 - logits_profile_predictions_loss: 350.1602 - logcount_predictions_loss: 84.4159 85/1651 [>.............................] - ETA: 7:56 - loss: 1396.1007 - logits_profile_predictions_loss: 350.0821 - 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- loss: 1336.0084 - logits_profile_predictions_loss: 349.5519 - logcount_predictions_loss: 78.9165 93/1651 [>.............................] - ETA: 7:54 - loss: 1328.0339 - logits_profile_predictions_loss: 349.4721 - logcount_predictions_loss: 78.2849 94/1651 [>.............................] - ETA: 7:54 - loss: 1320.1973 - logits_profile_predictions_loss: 349.3895 - logcount_predictions_loss: 77.6646 95/1651 [>.............................] - ETA: 7:54 - loss: 1312.4934 - logits_profile_predictions_loss: 349.3028 - logcount_predictions_loss: 77.0552 96/1651 [>.............................] - ETA: 7:53 - loss: 1304.9251 - logits_profile_predictions_loss: 349.2186 - logcount_predictions_loss: 76.4565 97/1651 [>.............................] - ETA: 7:53 - loss: 1297.4890 - logits_profile_predictions_loss: 349.1369 - logcount_predictions_loss: 75.8682 98/1651 [>.............................] - ETA: 7:53 - loss: 1290.1809 - logits_profile_predictions_loss: 349.0573 - 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7:51 - loss: 1242.3464 - logits_profile_predictions_loss: 348.5594 - logcount_predictions_loss: 71.5030 106/1651 [>.............................] - ETA: 7:50 - loss: 1235.9516 - logits_profile_predictions_loss: 348.4959 - logcount_predictions_loss: 70.9965 107/1651 [>.............................] - ETA: 7:50 - loss: 1229.6568 - logits_profile_predictions_loss: 348.4327 - logcount_predictions_loss: 70.4979 108/1651 [>.............................] - ETA: 7:50 - loss: 1223.4643 - logits_profile_predictions_loss: 348.3745 - logcount_predictions_loss: 70.0072 109/1651 [>.............................] - ETA: 7:50 - loss: 1217.3714 - logits_profile_predictions_loss: 348.3207 - logcount_predictions_loss: 69.5241 110/1651 [>.............................] - ETA: 7:49 - loss: 1211.3700 - logits_profile_predictions_loss: 348.2655 - logcount_predictions_loss: 69.0484 111/1651 [=>............................] - ETA: 7:49 - loss: 1205.4628 - logits_profile_predictions_loss: 348.2140 - logcount_predictions_loss: 68.5799 112/1651 [=>............................] - ETA: 7:49 - loss: 1199.6439 - logits_profile_predictions_loss: 348.1624 - logcount_predictions_loss: 68.1185 113/1651 [=>............................] - ETA: 7:48 - loss: 1193.9127 - logits_profile_predictions_loss: 348.1122 - logcount_predictions_loss: 67.6640 114/1651 [=>............................] - ETA: 7:48 - loss: 1188.2668 - logits_profile_predictions_loss: 348.0628 - logcount_predictions_loss: 67.2163 115/1651 [=>............................] - ETA: 7:48 - loss: 1182.7070 - logits_profile_predictions_loss: 348.0170 - logcount_predictions_loss: 66.7752 116/1651 [=>............................] - ETA: 7:48 - loss: 1177.2297 - logits_profile_predictions_loss: 347.9731 - logcount_predictions_loss: 66.3405 117/1651 [=>............................] - ETA: 7:47 - loss: 1171.8328 - logits_profile_predictions_loss: 347.9305 - logcount_predictions_loss: 65.9122 118/1651 [=>............................] - ETA: 7:47 - loss: 1166.5134 - logits_profile_predictions_loss: 347.8884 - logcount_predictions_loss: 65.4900 119/1651 [=>............................] - ETA: 7:47 - loss: 1161.2692 - logits_profile_predictions_loss: 347.8464 - logcount_predictions_loss: 65.0738 120/1651 [=>............................] - ETA: 7:46 - loss: 1156.1010 - logits_profile_predictions_loss: 347.8064 - logcount_predictions_loss: 64.6636 121/1651 [=>............................] - ETA: 7:46 - loss: 1151.0096 - logits_profile_predictions_loss: 347.7713 - logcount_predictions_loss: 64.2591 122/1651 [=>............................] - ETA: 7:46 - loss: 1145.9864 - logits_profile_predictions_loss: 347.7340 - logcount_predictions_loss: 63.8602 123/1651 [=>............................] - ETA: 7:45 - loss: 1141.0299 - logits_profile_predictions_loss: 347.6945 - logcount_predictions_loss: 63.4668 124/1651 [=>............................] - ETA: 7:45 - loss: 1136.1411 - logits_profile_predictions_loss: 347.6554 - 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logits_profile_predictions_loss: 334.8488 - logcount_predictions_loss: 8.3377 1647/1651 [============================>.] - ETA: 1s - loss: 439.0174 - logits_profile_predictions_loss: 334.8456 - logcount_predictions_loss: 8.3337 1648/1651 [============================>.] - ETA: 1s - loss: 438.9651 - logits_profile_predictions_loss: 334.8424 - logcount_predictions_loss: 8.3298 1649/1651 [============================>.] - ETA: 0s - loss: 438.9129 - logits_profile_predictions_loss: 334.8393 - logcount_predictions_loss: 8.3259 1650/1651 [============================>.] - ETA: 0s - loss: 438.8608 - logits_profile_predictions_loss: 334.8361 - logcount_predictions_loss: 8.3220 1651/1651 [==============================] - ETA: 0s - loss: 438.8087 - logits_profile_predictions_loss: 334.8329 - logcount_predictions_loss: 8.3181 1651/1651 [==============================] - 825s 426ms/step - loss: 438.7566 - logits_profile_predictions_loss: 334.8297 - logcount_predictions_loss: 8.3141 - val_loss: 348.0063 - val_logits_profile_predictions_loss: 339.8884 - val_logcount_predictions_loss: 0.6494 Epoch 00001: val_loss improved from inf to 348.00626, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 2/50 1/1651 [..............................] - ETA: 8:41 - loss: 311.5084 - logits_profile_predictions_loss: 305.1594 - logcount_predictions_loss: 0.5079 2/1651 [..............................] - ETA: 8:25 - loss: 315.7551 - logits_profile_predictions_loss: 309.2127 - logcount_predictions_loss: 0.5234 3/1651 [..............................] - ETA: 8:24 - loss: 313.6907 - logits_profile_predictions_loss: 307.0955 - logcount_predictions_loss: 0.5276 4/1651 [..............................] - ETA: 8:24 - loss: 310.7899 - logits_profile_predictions_loss: 304.2673 - logcount_predictions_loss: 0.5218 5/1651 [..............................] - ETA: 8:24 - loss: 309.7758 - logits_profile_predictions_loss: 303.2458 - logcount_predictions_loss: 0.5224 6/1651 [..............................] - ETA: 8:24 - loss: 309.3142 - logits_profile_predictions_loss: 302.7246 - logcount_predictions_loss: 0.5272 7/1651 [..............................] - ETA: 8:23 - loss: 309.4554 - logits_profile_predictions_loss: 302.7991 - logcount_predictions_loss: 0.5325 8/1651 [..............................] - ETA: 8:23 - loss: 309.9013 - logits_profile_predictions_loss: 303.2113 - logcount_predictions_loss: 0.5352 9/1651 [..............................] - ETA: 8:23 - loss: 310.4231 - logits_profile_predictions_loss: 303.7051 - logcount_predictions_loss: 0.5374 10/1651 [..............................] - ETA: 8:23 - loss: 310.7250 - logits_profile_predictions_loss: 303.9867 - logcount_predictions_loss: 0.5391 11/1651 [..............................] - ETA: 8:22 - loss: 310.9687 - logits_profile_predictions_loss: 304.2074 - logcount_predictions_loss: 0.5409 12/1651 [..............................] - ETA: 8:22 - loss: 310.9771 - logits_profile_predictions_loss: 304.1983 - logcount_predictions_loss: 0.5423 13/1651 [..............................] - ETA: 8:22 - loss: 310.9456 - logits_profile_predictions_loss: 304.1596 - logcount_predictions_loss: 0.5429 14/1651 [..............................] - ETA: 8:21 - loss: 311.1056 - logits_profile_predictions_loss: 304.3066 - logcount_predictions_loss: 0.5439 15/1651 [..............................] - ETA: 8:21 - loss: 311.4262 - logits_profile_predictions_loss: 304.6079 - logcount_predictions_loss: 0.5455 16/1651 [..............................] - ETA: 8:21 - loss: 311.7659 - logits_profile_predictions_loss: 304.9217 - logcount_predictions_loss: 0.5475 17/1651 [..............................] - ETA: 8:20 - loss: 312.1655 - logits_profile_predictions_loss: 305.2924 - logcount_predictions_loss: 0.5499 18/1651 [..............................] - ETA: 8:20 - loss: 312.5045 - logits_profile_predictions_loss: 305.6021 - logcount_predictions_loss: 0.5522 19/1651 [..............................] - ETA: 8:20 - loss: 312.8493 - logits_profile_predictions_loss: 305.9201 - logcount_predictions_loss: 0.5543 20/1651 [..............................] - ETA: 8:20 - loss: 313.2449 - logits_profile_predictions_loss: 306.2844 - logcount_predictions_loss: 0.5568 21/1651 [..............................] - ETA: 8:20 - loss: 313.6222 - logits_profile_predictions_loss: 306.6347 - logcount_predictions_loss: 0.5590 22/1651 [..............................] - ETA: 8:20 - loss: 313.9943 - logits_profile_predictions_loss: 306.9850 - logcount_predictions_loss: 0.5607 23/1651 [..............................] - ETA: 8:19 - loss: 314.3815 - logits_profile_predictions_loss: 307.3532 - logcount_predictions_loss: 0.5623 24/1651 [..............................] - ETA: 8:19 - loss: 314.8271 - logits_profile_predictions_loss: 307.7740 - logcount_predictions_loss: 0.5643 25/1651 [..............................] - ETA: 8:19 - loss: 315.1947 - logits_profile_predictions_loss: 308.1177 - logcount_predictions_loss: 0.5662 26/1651 [..............................] - ETA: 8:19 - loss: 315.5192 - logits_profile_predictions_loss: 308.4175 - logcount_predictions_loss: 0.5681 27/1651 [..............................] - ETA: 8:18 - loss: 315.8298 - logits_profile_predictions_loss: 308.7022 - logcount_predictions_loss: 0.5702 28/1651 [..............................] - ETA: 8:18 - loss: 316.0730 - logits_profile_predictions_loss: 308.9184 - logcount_predictions_loss: 0.5724 29/1651 [..............................] - ETA: 8:18 - loss: 316.3052 - logits_profile_predictions_loss: 309.1254 - logcount_predictions_loss: 0.5744 30/1651 [..............................] - ETA: 8:17 - loss: 316.5474 - logits_profile_predictions_loss: 309.3405 - logcount_predictions_loss: 0.5766 31/1651 [..............................] - ETA: 8:17 - loss: 316.7951 - logits_profile_predictions_loss: 309.5617 - logcount_predictions_loss: 0.5787 32/1651 [..............................] - ETA: 8:17 - loss: 317.0303 - logits_profile_predictions_loss: 309.7718 - logcount_predictions_loss: 0.5807 33/1651 [..............................] - ETA: 8:16 - loss: 317.2402 - logits_profile_predictions_loss: 309.9589 - logcount_predictions_loss: 0.5825 34/1651 [..............................] - ETA: 8:16 - loss: 317.4602 - logits_profile_predictions_loss: 310.1579 - logcount_predictions_loss: 0.5842 35/1651 [..............................] - ETA: 8:16 - loss: 317.6349 - logits_profile_predictions_loss: 310.3123 - logcount_predictions_loss: 0.5858 36/1651 [..............................] - ETA: 8:15 - loss: 317.8257 - logits_profile_predictions_loss: 310.4833 - logcount_predictions_loss: 0.5874 37/1651 [..............................] - ETA: 8:15 - loss: 318.0090 - logits_profile_predictions_loss: 310.6474 - logcount_predictions_loss: 0.5889 38/1651 [..............................] - ETA: 8:15 - loss: 318.1872 - logits_profile_predictions_loss: 310.8070 - logcount_predictions_loss: 0.5904 39/1651 [..............................] - ETA: 8:14 - loss: 318.3754 - logits_profile_predictions_loss: 310.9766 - logcount_predictions_loss: 0.5919 40/1651 [..............................] - ETA: 8:14 - loss: 318.5695 - logits_profile_predictions_loss: 311.1513 - logcount_predictions_loss: 0.5935 41/1651 [..............................] - ETA: 8:14 - loss: 318.7592 - logits_profile_predictions_loss: 311.3220 - logcount_predictions_loss: 0.5950 42/1651 [..............................] - ETA: 8:14 - loss: 318.9387 - logits_profile_predictions_loss: 311.4840 - logcount_predictions_loss: 0.5964 43/1651 [..............................] - ETA: 8:13 - loss: 319.1043 - logits_profile_predictions_loss: 311.6322 - logcount_predictions_loss: 0.5978 44/1651 [..............................] - ETA: 8:13 - loss: 319.2590 - logits_profile_predictions_loss: 311.7691 - logcount_predictions_loss: 0.5992 45/1651 [..............................] - ETA: 8:13 - loss: 319.4295 - logits_profile_predictions_loss: 311.9217 - logcount_predictions_loss: 0.6006 46/1651 [..............................] - ETA: 8:12 - loss: 319.5828 - logits_profile_predictions_loss: 312.0585 - logcount_predictions_loss: 0.6019 47/1651 [..............................] - ETA: 8:12 - loss: 319.7320 - logits_profile_predictions_loss: 312.1913 - logcount_predictions_loss: 0.6032 48/1651 [..............................] - ETA: 8:12 - loss: 319.8829 - logits_profile_predictions_loss: 312.3267 - logcount_predictions_loss: 0.6045 49/1651 [..............................] - ETA: 8:11 - loss: 320.0187 - logits_profile_predictions_loss: 312.4481 - logcount_predictions_loss: 0.6056 50/1651 [..............................] - ETA: 8:11 - loss: 320.1404 - logits_profile_predictions_loss: 312.5553 - logcount_predictions_loss: 0.6068 51/1651 [..............................] - ETA: 8:11 - loss: 320.2522 - logits_profile_predictions_loss: 312.6526 - logcount_predictions_loss: 0.6080 52/1651 [..............................] - ETA: 8:11 - loss: 320.3614 - logits_profile_predictions_loss: 312.7490 - logcount_predictions_loss: 0.6090 53/1651 [..............................] - ETA: 8:10 - loss: 320.4765 - logits_profile_predictions_loss: 312.8516 - logcount_predictions_loss: 0.6100 54/1651 [..............................] - ETA: 8:10 - loss: 320.5867 - logits_profile_predictions_loss: 312.9506 - logcount_predictions_loss: 0.6109 55/1651 [..............................] - ETA: 8:10 - loss: 320.6940 - logits_profile_predictions_loss: 313.0476 - logcount_predictions_loss: 0.6117 56/1651 [>.............................] - ETA: 8:09 - loss: 320.8087 - logits_profile_predictions_loss: 313.1525 - logcount_predictions_loss: 0.6125 57/1651 [>.............................] - ETA: 8:09 - loss: 320.9187 - logits_profile_predictions_loss: 313.2520 - logcount_predictions_loss: 0.6133 58/1651 [>.............................] - ETA: 8:09 - loss: 321.0310 - logits_profile_predictions_loss: 313.3539 - logcount_predictions_loss: 0.6142 59/1651 [>.............................] - ETA: 8:08 - loss: 321.1440 - logits_profile_predictions_loss: 313.4574 - logcount_predictions_loss: 0.6149 60/1651 [>.............................] - ETA: 8:08 - loss: 321.2437 - logits_profile_predictions_loss: 313.5475 - logcount_predictions_loss: 0.6157 61/1651 [>.............................] - ETA: 8:08 - loss: 321.3300 - logits_profile_predictions_loss: 313.6242 - logcount_predictions_loss: 0.6165 62/1651 [>.............................] - ETA: 8:07 - loss: 321.4203 - logits_profile_predictions_loss: 313.7051 - logcount_predictions_loss: 0.6172 63/1651 [>.............................] - ETA: 8:07 - loss: 321.5013 - logits_profile_predictions_loss: 313.7774 - logcount_predictions_loss: 0.6179 64/1651 [>.............................] - ETA: 8:07 - loss: 321.5795 - logits_profile_predictions_loss: 313.8470 - logcount_predictions_loss: 0.6186 65/1651 [>.............................] - ETA: 8:07 - 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[>.............................] - ETA: 8:01 - loss: 322.5928 - logits_profile_predictions_loss: 314.7087 - logcount_predictions_loss: 0.6307 86/1651 [>.............................] - ETA: 8:00 - loss: 322.6233 - logits_profile_predictions_loss: 314.7348 - logcount_predictions_loss: 0.6311 87/1651 [>.............................] - ETA: 8:00 - loss: 322.6527 - logits_profile_predictions_loss: 314.7598 - logcount_predictions_loss: 0.6314 88/1651 [>.............................] - ETA: 8:00 - loss: 322.6824 - logits_profile_predictions_loss: 314.7855 - logcount_predictions_loss: 0.6317 89/1651 [>.............................] - ETA: 7:59 - loss: 322.7143 - logits_profile_predictions_loss: 314.8135 - logcount_predictions_loss: 0.6321 90/1651 [>.............................] - ETA: 7:59 - loss: 322.7450 - logits_profile_predictions_loss: 314.8403 - logcount_predictions_loss: 0.6324 91/1651 [>.............................] - ETA: 7:59 - loss: 322.7741 - logits_profile_predictions_loss: 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[=>............................] - ETA: 7:51 - loss: 323.5061 - logits_profile_predictions_loss: 315.5356 - logcount_predictions_loss: 0.6376 119/1651 [=>............................] - ETA: 7:50 - loss: 323.5193 - logits_profile_predictions_loss: 315.5471 - logcount_predictions_loss: 0.6378 120/1651 [=>............................] - ETA: 7:50 - loss: 323.5335 - logits_profile_predictions_loss: 315.5597 - logcount_predictions_loss: 0.6379 121/1651 [=>............................] - ETA: 7:50 - loss: 323.5471 - logits_profile_predictions_loss: 315.5718 - logcount_predictions_loss: 0.6380 122/1651 [=>............................] - ETA: 7:50 - loss: 323.5598 - logits_profile_predictions_loss: 315.5830 - logcount_predictions_loss: 0.6381 123/1651 [=>............................] - ETA: 7:49 - loss: 323.5727 - logits_profile_predictions_loss: 315.5945 - logcount_predictions_loss: 0.6383 124/1651 [=>............................] - ETA: 7:49 - loss: 323.5873 - 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logits_profile_predictions_loss: 318.4728 - logcount_predictions_loss: 0.6431 - val_loss: 341.3438 - val_logits_profile_predictions_loss: 333.4262 - val_logcount_predictions_loss: 0.6334 Epoch 00002: val_loss improved from 348.00626 to 341.34384, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 3/50 1/1651 [..............................] - ETA: 8:46 - loss: 323.7542 - logits_profile_predictions_loss: 316.5771 - logcount_predictions_loss: 0.5742 2/1651 [..............................] - ETA: 8:41 - loss: 330.1647 - logits_profile_predictions_loss: 323.0649 - logcount_predictions_loss: 0.5680 3/1651 [..............................] - ETA: 8:44 - loss: 332.2598 - logits_profile_predictions_loss: 325.2627 - logcount_predictions_loss: 0.5598 4/1651 [..............................] - ETA: 8:41 - loss: 335.2160 - logits_profile_predictions_loss: 328.2626 - logcount_predictions_loss: 0.5563 5/1651 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logits_profile_predictions_loss: 318.3017 - logcount_predictions_loss: 0.5843 189/1651 [==>...........................] - ETA: 7:38 - loss: 325.5939 - logits_profile_predictions_loss: 318.2890 - logcount_predictions_loss: 0.5844 190/1651 [==>...........................] - ETA: 7:38 - loss: 325.5818 - logits_profile_predictions_loss: 318.2755 - logcount_predictions_loss: 0.5845 191/1651 [==>...........................] - ETA: 7:37 - loss: 325.5697 - logits_profile_predictions_loss: 318.2621 - logcount_predictions_loss: 0.5846 192/1651 [==>...........................] - ETA: 7:37 - loss: 325.5572 - logits_profile_predictions_loss: 318.2482 - logcount_predictions_loss: 0.5847 193/1651 [==>...........................] - ETA: 7:37 - loss: 325.5441 - logits_profile_predictions_loss: 318.2337 - logcount_predictions_loss: 0.5848 194/1651 [==>...........................] - ETA: 7:36 - loss: 325.5316 - logits_profile_predictions_loss: 318.2199 - logcount_predictions_loss: 0.5849 195/1651 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[==>...........................] - ETA: 7:32 - loss: 325.3960 - logits_profile_predictions_loss: 318.0675 - logcount_predictions_loss: 0.5863 209/1651 [==>...........................] - ETA: 7:32 - loss: 325.3889 - logits_profile_predictions_loss: 318.0593 - logcount_predictions_loss: 0.5864 210/1651 [==>...........................] - ETA: 7:32 - loss: 325.3822 - logits_profile_predictions_loss: 318.0516 - logcount_predictions_loss: 0.5865 211/1651 [==>...........................] - ETA: 7:31 - loss: 325.3759 - logits_profile_predictions_loss: 318.0443 - logcount_predictions_loss: 0.5865 212/1651 [==>...........................] - ETA: 7:31 - loss: 325.3692 - logits_profile_predictions_loss: 318.0365 - logcount_predictions_loss: 0.5866 213/1651 [==>...........................] - ETA: 7:31 - loss: 325.3630 - logits_profile_predictions_loss: 318.0294 - logcount_predictions_loss: 0.5867 214/1651 [==>...........................] - ETA: 7:30 - loss: 325.3570 - logits_profile_predictions_loss: 318.0225 - logcount_predictions_loss: 0.5868 215/1651 [==>...........................] - ETA: 7:30 - loss: 325.3513 - logits_profile_predictions_loss: 318.0158 - logcount_predictions_loss: 0.5868 216/1651 [==>...........................] - ETA: 7:30 - loss: 325.3446 - logits_profile_predictions_loss: 318.0082 - logcount_predictions_loss: 0.5869 217/1651 [==>...........................] - ETA: 7:29 - loss: 325.3371 - logits_profile_predictions_loss: 317.9998 - logcount_predictions_loss: 0.5870 218/1651 [==>...........................] - ETA: 7:29 - loss: 325.3297 - logits_profile_predictions_loss: 317.9915 - logcount_predictions_loss: 0.5871 219/1651 [==>...........................] - ETA: 7:29 - loss: 325.3226 - logits_profile_predictions_loss: 317.9835 - logcount_predictions_loss: 0.5871 220/1651 [==>...........................] - ETA: 7:28 - loss: 325.3154 - logits_profile_predictions_loss: 317.9755 - logcount_predictions_loss: 0.5872 221/1651 [===>..........................] - ETA: 7:28 - loss: 325.3074 - logits_profile_predictions_loss: 317.9666 - logcount_predictions_loss: 0.5873 222/1651 [===>..........................] - ETA: 7:28 - loss: 325.2987 - logits_profile_predictions_loss: 317.9571 - logcount_predictions_loss: 0.5873 223/1651 [===>..........................] - ETA: 7:27 - loss: 325.2912 - logits_profile_predictions_loss: 317.9488 - logcount_predictions_loss: 0.5874 224/1651 [===>..........................] - ETA: 7:27 - loss: 325.2836 - logits_profile_predictions_loss: 317.9405 - logcount_predictions_loss: 0.5875 225/1651 [===>..........................] - ETA: 7:27 - loss: 325.2759 - logits_profile_predictions_loss: 317.9320 - logcount_predictions_loss: 0.5875 226/1651 [===>..........................] - ETA: 7:27 - loss: 325.2683 - logits_profile_predictions_loss: 317.9237 - logcount_predictions_loss: 0.5876 227/1651 [===>..........................] - ETA: 7:26 - loss: 325.2603 - 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[===>..........................] - ETA: 7:24 - loss: 325.2104 - logits_profile_predictions_loss: 317.8607 - logcount_predictions_loss: 0.5880 235/1651 [===>..........................] - ETA: 7:24 - loss: 325.2035 - logits_profile_predictions_loss: 317.8533 - logcount_predictions_loss: 0.5880 236/1651 [===>..........................] - ETA: 7:23 - loss: 325.1962 - logits_profile_predictions_loss: 317.8455 - logcount_predictions_loss: 0.5881 237/1651 [===>..........................] - ETA: 7:23 - loss: 325.1894 - logits_profile_predictions_loss: 317.8382 - logcount_predictions_loss: 0.5881 238/1651 [===>..........................] - ETA: 7:23 - loss: 325.1826 - logits_profile_predictions_loss: 317.8310 - logcount_predictions_loss: 0.5881 239/1651 [===>..........................] - ETA: 7:23 - loss: 325.1760 - logits_profile_predictions_loss: 317.8239 - logcount_predictions_loss: 0.5882 240/1651 [===>..........................] - ETA: 7:22 - loss: 325.1694 - 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[===>..........................] - ETA: 7:20 - loss: 325.1278 - logits_profile_predictions_loss: 317.7727 - logcount_predictions_loss: 0.5884 248/1651 [===>..........................] - ETA: 7:20 - loss: 325.1226 - logits_profile_predictions_loss: 317.7671 - logcount_predictions_loss: 0.5884 249/1651 [===>..........................] - ETA: 7:19 - loss: 325.1166 - logits_profile_predictions_loss: 317.7608 - logcount_predictions_loss: 0.5885 250/1651 [===>..........................] - ETA: 7:19 - loss: 325.1108 - logits_profile_predictions_loss: 317.7546 - logcount_predictions_loss: 0.5885 251/1651 [===>..........................] - ETA: 7:19 - loss: 325.1044 - logits_profile_predictions_loss: 317.7479 - logcount_predictions_loss: 0.5885 252/1651 [===>..........................] - ETA: 7:19 - loss: 325.0984 - logits_profile_predictions_loss: 317.7415 - logcount_predictions_loss: 0.5886 253/1651 [===>..........................] - ETA: 7:18 - loss: 325.0928 - 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[===>..........................] - ETA: 7:16 - loss: 325.0628 - logits_profile_predictions_loss: 317.7024 - logcount_predictions_loss: 0.5888 261/1651 [===>..........................] - ETA: 7:16 - loss: 325.0577 - logits_profile_predictions_loss: 317.6969 - logcount_predictions_loss: 0.5889 262/1651 [===>..........................] - ETA: 7:15 - loss: 325.0528 - logits_profile_predictions_loss: 317.6916 - logcount_predictions_loss: 0.5889 263/1651 [===>..........................] - ETA: 7:15 - loss: 325.0481 - logits_profile_predictions_loss: 317.6864 - logcount_predictions_loss: 0.5889 264/1651 [===>..........................] - ETA: 7:15 - loss: 325.0431 - logits_profile_predictions_loss: 317.6810 - logcount_predictions_loss: 0.5890 265/1651 [===>..........................] - ETA: 7:14 - loss: 325.0389 - logits_profile_predictions_loss: 317.6763 - logcount_predictions_loss: 0.5890 266/1651 [===>..........................] - ETA: 7:14 - loss: 325.0340 - 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[===>..........................] - ETA: 7:12 - loss: 325.0026 - logits_profile_predictions_loss: 317.6369 - logcount_predictions_loss: 0.5893 274/1651 [===>..........................] - ETA: 7:12 - loss: 324.9981 - logits_profile_predictions_loss: 317.6320 - logcount_predictions_loss: 0.5893 275/1651 [===>..........................] - ETA: 7:11 - loss: 324.9932 - logits_profile_predictions_loss: 317.6268 - logcount_predictions_loss: 0.5893 276/1651 [====>.........................] - ETA: 7:11 - loss: 324.9884 - logits_profile_predictions_loss: 317.6216 - logcount_predictions_loss: 0.5893 277/1651 [====>.........................] - ETA: 7:11 - loss: 324.9838 - logits_profile_predictions_loss: 317.6166 - logcount_predictions_loss: 0.5894 278/1651 [====>.........................] - ETA: 7:10 - loss: 324.9793 - logits_profile_predictions_loss: 317.6117 - logcount_predictions_loss: 0.5894 279/1651 [====>.........................] - ETA: 7:10 - loss: 324.9748 - 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logits_profile_predictions_loss: 315.2902 - logcount_predictions_loss: 0.5792 1651/1651 [==============================] - 539s 326ms/step - loss: 322.5297 - logits_profile_predictions_loss: 315.2892 - logcount_predictions_loss: 0.5792 - val_loss: 338.9027 - val_logits_profile_predictions_loss: 331.1944 - val_logcount_predictions_loss: 0.6167 Epoch 00003: val_loss improved from 341.34384 to 338.90274, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 4/50 1/1651 [..............................] - ETA: 8:46 - loss: 325.7293 - logits_profile_predictions_loss: 319.2219 - logcount_predictions_loss: 0.5206 2/1651 [..............................] - ETA: 8:33 - loss: 317.3149 - logits_profile_predictions_loss: 309.8879 - logcount_predictions_loss: 0.5942 3/1651 [..............................] - ETA: 8:33 - loss: 318.3979 - logits_profile_predictions_loss: 310.6260 - logcount_predictions_loss: 0.6217 4/1651 [..............................] - ETA: 8:34 - loss: 317.6479 - logits_profile_predictions_loss: 309.8332 - logcount_predictions_loss: 0.6252 5/1651 [..............................] - ETA: 8:34 - loss: 318.1848 - logits_profile_predictions_loss: 310.4428 - logcount_predictions_loss: 0.6194 6/1651 [..............................] - ETA: 8:33 - loss: 318.6972 - logits_profile_predictions_loss: 310.9388 - logcount_predictions_loss: 0.6207 7/1651 [..............................] - ETA: 8:33 - loss: 319.5726 - logits_profile_predictions_loss: 311.8358 - logcount_predictions_loss: 0.6189 8/1651 [..............................] - ETA: 8:33 - loss: 320.8283 - logits_profile_predictions_loss: 313.1235 - logcount_predictions_loss: 0.6164 9/1651 [..............................] - ETA: 8:32 - loss: 321.5199 - logits_profile_predictions_loss: 313.8730 - logcount_predictions_loss: 0.6118 10/1651 [..............................] - ETA: 8:32 - loss: 321.9769 - logits_profile_predictions_loss: 314.3447 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[====>.........................] - ETA: 7:06 - loss: 319.6312 - logits_profile_predictions_loss: 312.7514 - logcount_predictions_loss: 0.5504 293/1651 [====>.........................] - ETA: 7:06 - loss: 319.6320 - logits_profile_predictions_loss: 312.7527 - logcount_predictions_loss: 0.5503 294/1651 [====>.........................] - ETA: 7:05 - loss: 319.6326 - logits_profile_predictions_loss: 312.7538 - logcount_predictions_loss: 0.5503 295/1651 [====>.........................] - ETA: 7:05 - loss: 319.6333 - logits_profile_predictions_loss: 312.7550 - logcount_predictions_loss: 0.5503 296/1651 [====>.........................] - ETA: 7:05 - loss: 319.6338 - logits_profile_predictions_loss: 312.7560 - logcount_predictions_loss: 0.5502 297/1651 [====>.........................] - ETA: 7:05 - loss: 319.6345 - logits_profile_predictions_loss: 312.7572 - logcount_predictions_loss: 0.5502 298/1651 [====>.........................] - ETA: 7:04 - loss: 319.6354 - 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[=====>........................] - ETA: 6:46 - loss: 319.6410 - logits_profile_predictions_loss: 312.7868 - logcount_predictions_loss: 0.5483 358/1651 [=====>........................] - ETA: 6:46 - loss: 319.6413 - logits_profile_predictions_loss: 312.7874 - logcount_predictions_loss: 0.5483 359/1651 [=====>........................] - ETA: 6:45 - loss: 319.6415 - logits_profile_predictions_loss: 312.7878 - logcount_predictions_loss: 0.5483 360/1651 [=====>........................] - ETA: 6:45 - loss: 319.6420 - logits_profile_predictions_loss: 312.7885 - logcount_predictions_loss: 0.5483 361/1651 [=====>........................] - ETA: 6:45 - loss: 319.6423 - logits_profile_predictions_loss: 312.7890 - logcount_predictions_loss: 0.5483 362/1651 [=====>........................] - ETA: 6:44 - loss: 319.6428 - logits_profile_predictions_loss: 312.7897 - logcount_predictions_loss: 0.5482 363/1651 [=====>........................] - ETA: 6:44 - loss: 319.6433 - 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[=====>........................] - ETA: 6:38 - loss: 319.6286 - logits_profile_predictions_loss: 312.7790 - logcount_predictions_loss: 0.5480 384/1651 [=====>........................] - ETA: 6:37 - loss: 319.6271 - logits_profile_predictions_loss: 312.7776 - logcount_predictions_loss: 0.5480 385/1651 [=====>........................] - ETA: 6:37 - loss: 319.6260 - logits_profile_predictions_loss: 312.7767 - logcount_predictions_loss: 0.5480 386/1651 [======>.......................] - ETA: 6:37 - loss: 319.6246 - logits_profile_predictions_loss: 312.7754 - logcount_predictions_loss: 0.5479 387/1651 [======>.......................] - ETA: 6:36 - loss: 319.6236 - logits_profile_predictions_loss: 312.7745 - logcount_predictions_loss: 0.5479 388/1651 [======>.......................] - ETA: 6:36 - loss: 319.6226 - logits_profile_predictions_loss: 312.7737 - logcount_predictions_loss: 0.5479 389/1651 [======>.......................] - ETA: 6:36 - loss: 319.6216 - 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[==============================] - ETA: 0s - loss: 319.4479 - logits_profile_predictions_loss: 312.6206 - logcount_predictions_loss: 0.5462 1651/1651 [==============================] - 539s 326ms/step - loss: 319.4476 - logits_profile_predictions_loss: 312.6204 - logcount_predictions_loss: 0.5462 - val_loss: 336.1559 - val_logits_profile_predictions_loss: 328.9855 - val_logcount_predictions_loss: 0.5736 Epoch 00004: val_loss improved from 338.90274 to 336.15594, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 5/50 1/1651 [..............................] - ETA: 8:43 - loss: 353.4563 - logits_profile_predictions_loss: 347.8825 - logcount_predictions_loss: 0.4459 2/1651 [..............................] - ETA: 8:32 - loss: 338.2089 - logits_profile_predictions_loss: 332.6684 - logcount_predictions_loss: 0.4432 3/1651 [..............................] - ETA: 8:32 - loss: 334.7490 - 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[..............................] - ETA: 8:31 - loss: 328.4840 - logits_profile_predictions_loss: 322.6850 - logcount_predictions_loss: 0.4639 11/1651 [..............................] - ETA: 8:31 - loss: 327.2520 - logits_profile_predictions_loss: 321.4365 - logcount_predictions_loss: 0.4652 12/1651 [..............................] - ETA: 8:31 - loss: 326.4392 - logits_profile_predictions_loss: 320.6007 - logcount_predictions_loss: 0.4671 13/1651 [..............................] - ETA: 8:30 - loss: 325.6501 - logits_profile_predictions_loss: 319.7911 - logcount_predictions_loss: 0.4687 14/1651 [..............................] - ETA: 8:30 - loss: 325.1184 - logits_profile_predictions_loss: 319.2449 - logcount_predictions_loss: 0.4699 15/1651 [..............................] - ETA: 8:30 - loss: 324.5654 - logits_profile_predictions_loss: 318.6651 - logcount_predictions_loss: 0.4720 16/1651 [..............................] - ETA: 8:29 - loss: 324.1516 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 311.5464 - logcount_predictions_loss: 0.5054 285/1651 [====>.........................] - ETA: 7:06 - loss: 317.8658 - logits_profile_predictions_loss: 311.5481 - logcount_predictions_loss: 0.5054 286/1651 [====>.........................] - ETA: 7:06 - loss: 317.8684 - logits_profile_predictions_loss: 311.5501 - logcount_predictions_loss: 0.5055 287/1651 [====>.........................] - ETA: 7:06 - loss: 317.8709 - logits_profile_predictions_loss: 311.5521 - logcount_predictions_loss: 0.5055 288/1651 [====>.........................] - ETA: 7:06 - loss: 317.8736 - logits_profile_predictions_loss: 311.5543 - logcount_predictions_loss: 0.5055 289/1651 [====>.........................] - ETA: 7:05 - loss: 317.8763 - logits_profile_predictions_loss: 311.5565 - logcount_predictions_loss: 0.5056 290/1651 [====>.........................] - ETA: 7:05 - loss: 317.8788 - logits_profile_predictions_loss: 311.5586 - logcount_predictions_loss: 0.5056 291/1651 [====>.........................] - ETA: 7:05 - loss: 317.8817 - logits_profile_predictions_loss: 311.5609 - logcount_predictions_loss: 0.5057 292/1651 [====>.........................] - ETA: 7:04 - loss: 317.8846 - logits_profile_predictions_loss: 311.5633 - logcount_predictions_loss: 0.5057 293/1651 [====>.........................] - ETA: 7:04 - loss: 317.8874 - logits_profile_predictions_loss: 311.5657 - logcount_predictions_loss: 0.5057 294/1651 [====>.........................] - ETA: 7:04 - loss: 317.8901 - logits_profile_predictions_loss: 311.5679 - logcount_predictions_loss: 0.5058 295/1651 [====>.........................] - ETA: 7:03 - loss: 317.8925 - logits_profile_predictions_loss: 311.5698 - logcount_predictions_loss: 0.5058 296/1651 [====>.........................] - ETA: 7:03 - loss: 317.8952 - logits_profile_predictions_loss: 311.5720 - logcount_predictions_loss: 0.5059 297/1651 [====>.........................] - ETA: 7:03 - loss: 317.8984 - logits_profile_predictions_loss: 311.5748 - logcount_predictions_loss: 0.5059 298/1651 [====>.........................] - ETA: 7:02 - loss: 317.9014 - logits_profile_predictions_loss: 311.5772 - logcount_predictions_loss: 0.5059 299/1651 [====>.........................] - ETA: 7:02 - loss: 317.9041 - logits_profile_predictions_loss: 311.5794 - logcount_predictions_loss: 0.5060 300/1651 [====>.........................] - ETA: 7:02 - loss: 317.9066 - logits_profile_predictions_loss: 311.5813 - logcount_predictions_loss: 0.5060 301/1651 [====>.........................] - ETA: 7:02 - loss: 317.9091 - logits_profile_predictions_loss: 311.5833 - logcount_predictions_loss: 0.5061 302/1651 [====>.........................] - ETA: 7:01 - loss: 317.9115 - logits_profile_predictions_loss: 311.5851 - logcount_predictions_loss: 0.5061 303/1651 [====>.........................] - ETA: 7:01 - loss: 317.9139 - logits_profile_predictions_loss: 311.5870 - logcount_predictions_loss: 0.5062 304/1651 [====>.........................] - ETA: 7:01 - loss: 317.9161 - logits_profile_predictions_loss: 311.5887 - logcount_predictions_loss: 0.5062 305/1651 [====>.........................] - ETA: 7:00 - loss: 317.9182 - logits_profile_predictions_loss: 311.5901 - logcount_predictions_loss: 0.5062 306/1651 [====>.........................] - ETA: 7:00 - loss: 317.9205 - logits_profile_predictions_loss: 311.5919 - logcount_predictions_loss: 0.5063 307/1651 [====>.........................] - ETA: 7:00 - loss: 317.9231 - logits_profile_predictions_loss: 311.5939 - logcount_predictions_loss: 0.5063 308/1651 [====>.........................] - ETA: 6:59 - loss: 317.9256 - logits_profile_predictions_loss: 311.5959 - logcount_predictions_loss: 0.5064 309/1651 [====>.........................] - ETA: 6:59 - loss: 317.9280 - logits_profile_predictions_loss: 311.5977 - logcount_predictions_loss: 0.5064 310/1651 [====>.........................] - ETA: 6:59 - loss: 317.9303 - logits_profile_predictions_loss: 311.5995 - logcount_predictions_loss: 0.5065 311/1651 [====>.........................] - ETA: 6:58 - loss: 317.9323 - logits_profile_predictions_loss: 311.6009 - logcount_predictions_loss: 0.5065 312/1651 [====>.........................] - ETA: 6:58 - loss: 317.9344 - logits_profile_predictions_loss: 311.6025 - logcount_predictions_loss: 0.5066 313/1651 [====>.........................] - ETA: 6:58 - loss: 317.9361 - logits_profile_predictions_loss: 311.6037 - logcount_predictions_loss: 0.5066 314/1651 [====>.........................] - ETA: 6:58 - loss: 317.9377 - logits_profile_predictions_loss: 311.6048 - logcount_predictions_loss: 0.5066 315/1651 [====>.........................] - ETA: 6:57 - loss: 317.9391 - logits_profile_predictions_loss: 311.6057 - logcount_predictions_loss: 0.5067 316/1651 [====>.........................] - ETA: 6:57 - loss: 317.9402 - logits_profile_predictions_loss: 311.6063 - logcount_predictions_loss: 0.5067 317/1651 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[===========>..................] - ETA: 5:03 - loss: 318.3791 - logits_profile_predictions_loss: 311.9861 - logcount_predictions_loss: 0.5114 682/1651 [===========>..................] - ETA: 5:03 - loss: 318.3787 - logits_profile_predictions_loss: 311.9856 - logcount_predictions_loss: 0.5114 683/1651 [===========>..................] - ETA: 5:03 - loss: 318.3782 - logits_profile_predictions_loss: 311.9851 - logcount_predictions_loss: 0.5115 684/1651 [===========>..................] - ETA: 5:03 - loss: 318.3778 - logits_profile_predictions_loss: 311.9847 - logcount_predictions_loss: 0.5115 685/1651 [===========>..................] - ETA: 5:02 - loss: 318.3774 - logits_profile_predictions_loss: 311.9843 - logcount_predictions_loss: 0.5115 686/1651 [===========>..................] - ETA: 5:02 - loss: 318.3771 - logits_profile_predictions_loss: 311.9839 - logcount_predictions_loss: 0.5115 687/1651 [===========>..................] - ETA: 5:02 - loss: 318.3768 - 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[===========>..................] - ETA: 4:59 - loss: 318.3756 - logits_profile_predictions_loss: 311.9822 - logcount_predictions_loss: 0.5115 695/1651 [===========>..................] - ETA: 4:59 - loss: 318.3754 - logits_profile_predictions_loss: 311.9819 - logcount_predictions_loss: 0.5115 696/1651 [===========>..................] - ETA: 4:59 - loss: 318.3751 - logits_profile_predictions_loss: 311.9816 - logcount_predictions_loss: 0.5115 697/1651 [===========>..................] - ETA: 4:58 - loss: 318.3748 - logits_profile_predictions_loss: 311.9813 - logcount_predictions_loss: 0.5115 698/1651 [===========>..................] - ETA: 4:58 - loss: 318.3745 - logits_profile_predictions_loss: 311.9810 - logcount_predictions_loss: 0.5115 699/1651 [===========>..................] - ETA: 4:58 - loss: 318.3741 - logits_profile_predictions_loss: 311.9806 - logcount_predictions_loss: 0.5115 700/1651 [===========>..................] - ETA: 4:58 - loss: 318.3737 - 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[============>.................] - ETA: 4:51 - loss: 318.3635 - logits_profile_predictions_loss: 311.9698 - logcount_predictions_loss: 0.5115 721/1651 [============>.................] - ETA: 4:51 - loss: 318.3629 - logits_profile_predictions_loss: 311.9691 - logcount_predictions_loss: 0.5115 722/1651 [============>.................] - ETA: 4:51 - loss: 318.3622 - logits_profile_predictions_loss: 311.9684 - logcount_predictions_loss: 0.5115 723/1651 [============>.................] - ETA: 4:50 - loss: 318.3614 - logits_profile_predictions_loss: 311.9676 - logcount_predictions_loss: 0.5115 724/1651 [============>.................] - ETA: 4:50 - loss: 318.3607 - logits_profile_predictions_loss: 311.9668 - logcount_predictions_loss: 0.5115 725/1651 [============>.................] - ETA: 4:50 - loss: 318.3599 - logits_profile_predictions_loss: 311.9660 - logcount_predictions_loss: 0.5115 726/1651 [============>.................] - ETA: 4:49 - loss: 318.3590 - 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[============>.................] - ETA: 4:47 - loss: 318.3537 - logits_profile_predictions_loss: 311.9596 - logcount_predictions_loss: 0.5115 734/1651 [============>.................] - ETA: 4:47 - loss: 318.3528 - logits_profile_predictions_loss: 311.9588 - logcount_predictions_loss: 0.5115 735/1651 [============>.................] - ETA: 4:47 - loss: 318.3521 - logits_profile_predictions_loss: 311.9580 - logcount_predictions_loss: 0.5115 736/1651 [============>.................] - ETA: 4:46 - loss: 318.3513 - logits_profile_predictions_loss: 311.9572 - logcount_predictions_loss: 0.5115 737/1651 [============>.................] - ETA: 4:46 - loss: 318.3504 - logits_profile_predictions_loss: 311.9563 - logcount_predictions_loss: 0.5115 738/1651 [============>.................] - ETA: 4:46 - loss: 318.3496 - logits_profile_predictions_loss: 311.9555 - logcount_predictions_loss: 0.5115 739/1651 [============>.................] - ETA: 4:45 - loss: 318.3487 - logits_profile_predictions_loss: 311.9546 - logcount_predictions_loss: 0.5115 740/1651 [============>.................] - ETA: 4:45 - loss: 318.3479 - logits_profile_predictions_loss: 311.9537 - logcount_predictions_loss: 0.5115 741/1651 [============>.................] - ETA: 4:45 - loss: 318.3470 - logits_profile_predictions_loss: 311.9528 - logcount_predictions_loss: 0.5115 742/1651 [============>.................] - ETA: 4:44 - loss: 318.3461 - logits_profile_predictions_loss: 311.9519 - logcount_predictions_loss: 0.5115 743/1651 [============>.................] - ETA: 4:44 - loss: 318.3451 - logits_profile_predictions_loss: 311.9509 - logcount_predictions_loss: 0.5115 744/1651 [============>.................] - ETA: 4:44 - loss: 318.3441 - logits_profile_predictions_loss: 311.9499 - logcount_predictions_loss: 0.5115 745/1651 [============>.................] - ETA: 4:43 - loss: 318.3431 - logits_profile_predictions_loss: 311.9489 - logcount_predictions_loss: 0.5115 746/1651 [============>.................] - ETA: 4:43 - loss: 318.3422 - logits_profile_predictions_loss: 311.9479 - logcount_predictions_loss: 0.5115 747/1651 [============>.................] - ETA: 4:43 - loss: 318.3411 - logits_profile_predictions_loss: 311.9469 - logcount_predictions_loss: 0.5115 748/1651 [============>.................] - ETA: 4:43 - loss: 318.3402 - logits_profile_predictions_loss: 311.9459 - logcount_predictions_loss: 0.51152022-09-21_10-36-51: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 106496 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 106496 Number of peaks input: 25474 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 25474 Number of non peaks input: 103925 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 103925 Number of non peaks input: 28044 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 28044 Number of peaks after removing outliers: 105322 Number of nonpeaks after removing outliers: 91401 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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2827/2857 [============================>.] - ETA: 0s 2836/2857 [============================>.] - ETA: 0s 2845/2857 [============================>.] - ETA: 0s 2854/2857 [============================>.] - ETA: 0s 2857/2857 [==============================] - ETA: 0s 2857/2857 [==============================] - 46s 10ms/step 2022-09-21_10-40-11: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '12.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(96027, 10) loading nonpeaks... got split:train for bed regions:(83644, 10) loading peaks... got split:valid for bed regions:(9295, 10) loading nonpeaks... got split:valid for bed regions:(7757, 10) Epoch 1/50 1/1651 [..............................] - ETA: 43:07:26 - loss: 433.1113 - logits_profile_predictions_loss: 380.8587 - logcount_predictions_loss: 4.1802 2/1651 [..............................] - ETA: 8:41 - loss: 2000.2141 - logits_profile_predictions_loss: 388.0803 - logcount_predictions_loss: 128.9707  3/1651 [..............................] - ETA: 8:32 - loss: 2167.2893 - logits_profile_predictions_loss: 383.0694 - logcount_predictions_loss: 142.7376 4/1651 [..............................] - ETA: 8:28 - loss: 2119.2900 - logits_profile_predictions_loss: 379.1097 - logcount_predictions_loss: 139.2144 5/1651 [..............................] - ETA: 8:26 - loss: 2029.7177 - logits_profile_predictions_loss: 377.8970 - logcount_predictions_loss: 132.1457 6/1651 [..............................] - ETA: 8:25 - loss: 1933.1942 - logits_profile_predictions_loss: 375.2565 - logcount_predictions_loss: 124.6350 7/1651 [..............................] - ETA: 8:23 - loss: 1842.5419 - logits_profile_predictions_loss: 372.9504 - logcount_predictions_loss: 117.5673 8/1651 [..............................] - ETA: 8:22 - loss: 1760.3758 - logits_profile_predictions_loss: 371.0112 - logcount_predictions_loss: 111.1492 9/1651 [..............................] - ETA: 8:22 - loss: 1686.9517 - logits_profile_predictions_loss: 369.5681 - logcount_predictions_loss: 105.3907 10/1651 [..............................] - ETA: 8:21 - loss: 1621.3335 - logits_profile_predictions_loss: 368.4422 - logcount_predictions_loss: 100.2313 11/1651 [..............................] - ETA: 8:20 - loss: 1562.0723 - logits_profile_predictions_loss: 367.1710 - logcount_predictions_loss: 95.5921  12/1651 [..............................] - ETA: 8:20 - loss: 1508.6955 - logits_profile_predictions_loss: 366.0735 - logcount_predictions_loss: 91.4098 13/1651 [..............................] - ETA: 8:19 - loss: 1460.4135 - logits_profile_predictions_loss: 365.1003 - logcount_predictions_loss: 87.6251 14/1651 [..............................] - ETA: 8:19 - loss: 1416.8177 - logits_profile_predictions_loss: 364.4599 - logcount_predictions_loss: 84.1886 15/1651 [..............................] - ETA: 8:18 - loss: 1377.0298 - logits_profile_predictions_loss: 363.8779 - logcount_predictions_loss: 81.0522 16/1651 [..............................] - ETA: 8:18 - loss: 1340.5522 - logits_profile_predictions_loss: 363.3309 - logcount_predictions_loss: 78.1777 17/1651 [..............................] - ETA: 8:18 - loss: 1306.8956 - logits_profile_predictions_loss: 362.7521 - logcount_predictions_loss: 75.5315 18/1651 [..............................] - ETA: 8:17 - loss: 1276.0537 - logits_profile_predictions_loss: 362.4050 - logcount_predictions_loss: 73.0919 19/1651 [..............................] - ETA: 8:17 - loss: 1247.5716 - logits_profile_predictions_loss: 362.1505 - logcount_predictions_loss: 70.8337 20/1651 [..............................] - ETA: 8:16 - loss: 1221.0780 - logits_profile_predictions_loss: 361.8872 - logcount_predictions_loss: 68.7353 21/1651 [..............................] - ETA: 8:16 - loss: 1196.4770 - logits_profile_predictions_loss: 361.7124 - logcount_predictions_loss: 66.7812 22/1651 [..............................] - ETA: 8:16 - loss: 1173.4705 - logits_profile_predictions_loss: 361.5275 - logcount_predictions_loss: 64.9554 23/1651 [..............................] - ETA: 8:15 - loss: 1151.8468 - logits_profile_predictions_loss: 361.2913 - logcount_predictions_loss: 63.2444 24/1651 [..............................] - ETA: 8:15 - loss: 1131.5932 - logits_profile_predictions_loss: 361.1072 - logcount_predictions_loss: 61.6389 25/1651 [..............................] - ETA: 8:15 - loss: 1112.5408 - logits_profile_predictions_loss: 360.9357 - logcount_predictions_loss: 60.1284 26/1651 [..............................] - ETA: 8:14 - loss: 1094.5307 - logits_profile_predictions_loss: 360.7333 - logcount_predictions_loss: 58.7038 27/1651 [..............................] - ETA: 8:14 - loss: 1077.4830 - logits_profile_predictions_loss: 360.5091 - logcount_predictions_loss: 57.3579 28/1651 [..............................] - ETA: 8:14 - loss: 1061.3429 - logits_profile_predictions_loss: 360.2878 - logcount_predictions_loss: 56.0844 29/1651 [..............................] - ETA: 8:13 - loss: 1046.0333 - logits_profile_predictions_loss: 360.0671 - logcount_predictions_loss: 54.8773 30/1651 [..............................] - ETA: 8:13 - loss: 1031.5454 - logits_profile_predictions_loss: 359.8933 - logcount_predictions_loss: 53.7322 31/1651 [..............................] - ETA: 8:13 - loss: 1017.7276 - logits_profile_predictions_loss: 359.6885 - logcount_predictions_loss: 52.6431 32/1651 [..............................] - ETA: 8:12 - loss: 1004.5376 - logits_profile_predictions_loss: 359.4630 - logcount_predictions_loss: 51.6060 33/1651 [..............................] - ETA: 8:12 - loss: 991.9770 - logits_profile_predictions_loss: 359.2586 - logcount_predictions_loss: 50.6175  34/1651 [..............................] - ETA: 8:12 - loss: 980.0021 - logits_profile_predictions_loss: 359.0750 - logcount_predictions_loss: 49.6742 35/1651 [..............................] - ETA: 8:11 - loss: 968.5166 - logits_profile_predictions_loss: 358.8641 - logcount_predictions_loss: 48.7722 36/1651 [..............................] - ETA: 8:11 - loss: 957.4993 - logits_profile_predictions_loss: 358.6384 - logcount_predictions_loss: 47.9089 37/1651 [..............................] - ETA: 8:11 - loss: 946.9673 - logits_profile_predictions_loss: 358.4378 - logcount_predictions_loss: 47.0824 38/1651 [..............................] - ETA: 8:10 - loss: 936.8153 - logits_profile_predictions_loss: 358.2004 - logcount_predictions_loss: 46.2892 39/1651 [..............................] - ETA: 8:10 - loss: 927.0584 - logits_profile_predictions_loss: 357.9601 - logcount_predictions_loss: 45.5279 40/1651 [..............................] - ETA: 8:10 - loss: 917.6919 - logits_profile_predictions_loss: 357.7336 - logcount_predictions_loss: 44.7967 41/1651 [..............................] - ETA: 8:10 - loss: 908.6596 - logits_profile_predictions_loss: 357.4922 - logcount_predictions_loss: 44.0934 42/1651 [..............................] - ETA: 8:09 - loss: 899.9435 - logits_profile_predictions_loss: 357.2392 - logcount_predictions_loss: 43.4163 43/1651 [..............................] - ETA: 8:09 - loss: 891.5596 - logits_profile_predictions_loss: 357.0031 - logcount_predictions_loss: 42.7645 44/1651 [..............................] - ETA: 8:09 - loss: 883.4687 - logits_profile_predictions_loss: 356.7672 - logcount_predictions_loss: 42.1361 45/1651 [..............................] - ETA: 8:08 - loss: 875.6595 - logits_profile_predictions_loss: 356.5344 - logcount_predictions_loss: 41.5300 46/1651 [..............................] - ETA: 8:08 - loss: 868.1351 - logits_profile_predictions_loss: 356.3198 - logcount_predictions_loss: 40.9452 47/1651 [..............................] - ETA: 8:08 - loss: 860.8674 - logits_profile_predictions_loss: 356.1113 - logcount_predictions_loss: 40.3805 48/1651 [..............................] - ETA: 8:07 - loss: 853.8688 - logits_profile_predictions_loss: 355.9315 - logcount_predictions_loss: 39.8350 49/1651 [..............................] - ETA: 8:07 - loss: 847.0827 - logits_profile_predictions_loss: 355.7433 - logcount_predictions_loss: 39.3071 50/1651 [..............................] - ETA: 8:07 - loss: 840.5207 - logits_profile_predictions_loss: 355.5648 - logcount_predictions_loss: 38.7965 51/1651 [..............................] - ETA: 8:06 - loss: 834.1682 - logits_profile_predictions_loss: 355.3933 - logcount_predictions_loss: 38.3020 52/1651 [..............................] - ETA: 8:06 - loss: 828.0070 - logits_profile_predictions_loss: 355.2211 - logcount_predictions_loss: 37.8229 53/1651 [..............................] - ETA: 8:06 - loss: 822.0310 - logits_profile_predictions_loss: 355.0521 - logcount_predictions_loss: 37.3583 54/1651 [..............................] - ETA: 8:06 - loss: 816.2252 - logits_profile_predictions_loss: 354.8804 - logcount_predictions_loss: 36.9076 55/1651 [..............................] - ETA: 8:05 - loss: 810.5912 - logits_profile_predictions_loss: 354.7138 - logcount_predictions_loss: 36.4702 56/1651 [>.............................] - ETA: 8:05 - loss: 805.1139 - logits_profile_predictions_loss: 354.5459 - logcount_predictions_loss: 36.0454 57/1651 [>.............................] - ETA: 8:05 - loss: 799.7764 - logits_profile_predictions_loss: 354.3688 - logcount_predictions_loss: 35.6326 58/1651 [>.............................] - ETA: 8:04 - loss: 794.5881 - logits_profile_predictions_loss: 354.1953 - logcount_predictions_loss: 35.2314 59/1651 [>.............................] - ETA: 8:04 - loss: 789.5437 - logits_profile_predictions_loss: 354.0270 - logcount_predictions_loss: 34.8413 60/1651 [>.............................] - ETA: 8:04 - loss: 784.6245 - logits_profile_predictions_loss: 353.8529 - logcount_predictions_loss: 34.4617 61/1651 [>.............................] - ETA: 8:03 - loss: 779.8289 - logits_profile_predictions_loss: 353.6763 - logcount_predictions_loss: 34.0922 62/1651 [>.............................] - ETA: 8:03 - loss: 775.1752 - logits_profile_predictions_loss: 353.5170 - logcount_predictions_loss: 33.7326 63/1651 [>.............................] - ETA: 8:03 - loss: 770.6450 - logits_profile_predictions_loss: 353.3637 - logcount_predictions_loss: 33.3825 64/1651 [>.............................] - ETA: 8:02 - loss: 766.2315 - logits_profile_predictions_loss: 353.2146 - logcount_predictions_loss: 33.0413 65/1651 [>.............................] - ETA: 8:02 - loss: 761.9302 - logits_profile_predictions_loss: 353.0694 - logcount_predictions_loss: 32.7089 66/1651 [>.............................] - ETA: 8:02 - loss: 757.7369 - logits_profile_predictions_loss: 352.9277 - logcount_predictions_loss: 32.3847 67/1651 [>.............................] - ETA: 8:02 - loss: 753.6500 - logits_profile_predictions_loss: 352.7916 - logcount_predictions_loss: 32.0687 68/1651 [>.............................] - ETA: 8:01 - loss: 749.6629 - logits_profile_predictions_loss: 352.6590 - logcount_predictions_loss: 31.7603 69/1651 [>.............................] - ETA: 8:01 - loss: 745.7614 - logits_profile_predictions_loss: 352.5211 - logcount_predictions_loss: 31.4592 70/1651 [>.............................] - ETA: 8:01 - loss: 741.9583 - logits_profile_predictions_loss: 352.3916 - logcount_predictions_loss: 31.1653 71/1651 [>.............................] - ETA: 8:00 - loss: 738.2509 - logits_profile_predictions_loss: 352.2705 - logcount_predictions_loss: 30.8784 72/1651 [>.............................] - ETA: 8:00 - loss: 734.6320 - logits_profile_predictions_loss: 352.1549 - logcount_predictions_loss: 30.5982 73/1651 [>.............................] - ETA: 8:00 - loss: 731.0905 - logits_profile_predictions_loss: 352.0379 - logcount_predictions_loss: 30.3242 74/1651 [>.............................] - ETA: 7:59 - loss: 727.6284 - logits_profile_predictions_loss: 351.9233 - logcount_predictions_loss: 30.0564 75/1651 [>.............................] - ETA: 7:59 - loss: 724.2365 - logits_profile_predictions_loss: 351.8056 - logcount_predictions_loss: 29.7945 76/1651 [>.............................] - ETA: 7:59 - loss: 720.9052 - logits_profile_predictions_loss: 351.6792 - logcount_predictions_loss: 29.5381 77/1651 [>.............................] - ETA: 7:58 - loss: 717.6462 - logits_profile_predictions_loss: 351.5555 - logcount_predictions_loss: 29.2872 78/1651 [>.............................] - ETA: 7:58 - loss: 714.4706 - logits_profile_predictions_loss: 351.4461 - logcount_predictions_loss: 29.0419 79/1651 [>.............................] - ETA: 7:58 - loss: 711.3590 - logits_profile_predictions_loss: 351.3363 - logcount_predictions_loss: 28.8018 80/1651 [>.............................] - ETA: 7:57 - loss: 708.3219 - logits_profile_predictions_loss: 351.2368 - logcount_predictions_loss: 28.5668 81/1651 [>.............................] - ETA: 7:57 - loss: 705.3521 - logits_profile_predictions_loss: 351.1431 - logcount_predictions_loss: 28.3367 82/1651 [>.............................] - ETA: 7:57 - loss: 702.4444 - logits_profile_predictions_loss: 351.0524 - logcount_predictions_loss: 28.1113 83/1651 [>.............................] - ETA: 7:56 - loss: 699.6028 - logits_profile_predictions_loss: 350.9697 - logcount_predictions_loss: 27.8906 84/1651 [>.............................] - ETA: 7:56 - loss: 696.8097 - logits_profile_predictions_loss: 350.8820 - logcount_predictions_loss: 27.6742 85/1651 [>.............................] - ETA: 7:56 - loss: 694.0729 - logits_profile_predictions_loss: 350.7970 - logcount_predictions_loss: 27.4621 86/1651 [>.............................] - ETA: 7:55 - loss: 691.3874 - logits_profile_predictions_loss: 350.7117 - logcount_predictions_loss: 27.2540 87/1651 [>.............................] - ETA: 7:55 - loss: 688.7591 - logits_profile_predictions_loss: 350.6328 - logcount_predictions_loss: 27.0501 88/1651 [>.............................] - ETA: 7:55 - loss: 686.1737 - logits_profile_predictions_loss: 350.5494 - logcount_predictions_loss: 26.8499 89/1651 [>.............................] - ETA: 7:54 - loss: 683.6382 - logits_profile_predictions_loss: 350.4683 - logcount_predictions_loss: 26.6536 90/1651 [>.............................] - ETA: 7:54 - loss: 681.1488 - logits_profile_predictions_loss: 350.3875 - logcount_predictions_loss: 26.4609 91/1651 [>.............................] - ETA: 7:54 - loss: 678.7006 - logits_profile_predictions_loss: 350.3042 - logcount_predictions_loss: 26.2717 92/1651 [>.............................] - ETA: 7:53 - loss: 676.2964 - logits_profile_predictions_loss: 350.2216 - logcount_predictions_loss: 26.0860 93/1651 [>.............................] - ETA: 7:53 - loss: 673.9303 - logits_profile_predictions_loss: 350.1360 - logcount_predictions_loss: 25.9035 94/1651 [>.............................] - ETA: 7:53 - loss: 671.6018 - logits_profile_predictions_loss: 350.0478 - logcount_predictions_loss: 25.7243 95/1651 [>.............................] - ETA: 7:52 - loss: 669.3082 - logits_profile_predictions_loss: 349.9556 - logcount_predictions_loss: 25.5482 96/1651 [>.............................] - ETA: 7:52 - loss: 667.0555 - logits_profile_predictions_loss: 349.8656 - logcount_predictions_loss: 25.3752 97/1651 [>.............................] - ETA: 7:52 - loss: 664.8433 - logits_profile_predictions_loss: 349.7781 - logcount_predictions_loss: 25.2052 98/1651 [>.............................] - ETA: 7:51 - loss: 662.6698 - logits_profile_predictions_loss: 349.6926 - logcount_predictions_loss: 25.0382 99/1651 [>.............................] - ETA: 7:51 - loss: 660.5326 - logits_profile_predictions_loss: 349.6079 - logcount_predictions_loss: 24.8740 100/1651 [>.............................] - ETA: 7:51 - loss: 658.4344 - logits_profile_predictions_loss: 349.5268 - logcount_predictions_loss: 24.7126 101/1651 [>.............................] - ETA: 7:51 - loss: 656.3750 - logits_profile_predictions_loss: 349.4501 - logcount_predictions_loss: 24.5540 102/1651 [>.............................] - ETA: 7:50 - loss: 654.3509 - logits_profile_predictions_loss: 349.3755 - logcount_predictions_loss: 24.3980 103/1651 [>.............................] - ETA: 7:50 - loss: 652.3590 - logits_profile_predictions_loss: 349.3012 - logcount_predictions_loss: 24.2446 104/1651 [>.............................] - ETA: 7:50 - loss: 650.3985 - logits_profile_predictions_loss: 349.2272 - logcount_predictions_loss: 24.0937 105/1651 [>.............................] - ETA: 7:49 - loss: 648.4714 - logits_profile_predictions_loss: 349.1558 - logcount_predictions_loss: 23.9452 106/1651 [>.............................] - ETA: 7:49 - loss: 646.5768 - logits_profile_predictions_loss: 349.0871 - logcount_predictions_loss: 23.7992 107/1651 [>.............................] - ETA: 7:49 - loss: 644.7119 - logits_profile_predictions_loss: 349.0189 - logcount_predictions_loss: 23.6554 108/1651 [>.............................] - ETA: 7:48 - loss: 642.8808 - logits_profile_predictions_loss: 348.9557 - logcount_predictions_loss: 23.5140 109/1651 [>.............................] - ETA: 7:48 - loss: 641.0822 - logits_profile_predictions_loss: 348.8968 - logcount_predictions_loss: 23.3748 110/1651 [>.............................] - ETA: 7:48 - loss: 639.3086 - logits_profile_predictions_loss: 348.8366 - logcount_predictions_loss: 23.2378 111/1651 [=>............................] - ETA: 7:47 - loss: 637.5658 - logits_profile_predictions_loss: 348.7800 - logcount_predictions_loss: 23.1029 112/1651 [=>............................] - ETA: 7:47 - loss: 635.8486 - logits_profile_predictions_loss: 348.7236 - logcount_predictions_loss: 22.9700 113/1651 [=>............................] - ETA: 7:47 - loss: 634.1582 - logits_profile_predictions_loss: 348.6687 - logcount_predictions_loss: 22.8391 114/1651 [=>............................] - ETA: 7:46 - loss: 632.4931 - logits_profile_predictions_loss: 348.6147 - logcount_predictions_loss: 22.7103 115/1651 [=>............................] - ETA: 7:46 - loss: 630.8563 - logits_profile_predictions_loss: 348.5644 - logcount_predictions_loss: 22.5833 116/1651 [=>............................] - ETA: 7:46 - loss: 629.2450 - logits_profile_predictions_loss: 348.5161 - logcount_predictions_loss: 22.4583 117/1651 [=>............................] - ETA: 7:46 - loss: 627.6582 - logits_profile_predictions_loss: 348.4691 - logcount_predictions_loss: 22.3351 118/1651 [=>............................] - ETA: 7:45 - loss: 626.0940 - logits_profile_predictions_loss: 348.4224 - logcount_predictions_loss: 22.2137 119/1651 [=>............................] - ETA: 7:45 - loss: 624.5513 - logits_profile_predictions_loss: 348.3756 - logcount_predictions_loss: 22.0940 120/1651 [=>............................] - ETA: 7:45 - loss: 623.0327 - logits_profile_predictions_loss: 348.3310 - logcount_predictions_loss: 21.9761 121/1651 [=>............................] - ETA: 7:44 - loss: 621.5406 - logits_profile_predictions_loss: 348.2913 - logcount_predictions_loss: 21.8599 122/1651 [=>............................] - ETA: 7:44 - loss: 620.0662 - logits_profile_predictions_loss: 348.2495 - logcount_predictions_loss: 21.7453 123/1651 [=>............................] - ETA: 7:44 - loss: 618.6090 - logits_profile_predictions_loss: 348.2056 - logcount_predictions_loss: 21.6323 124/1651 [=>............................] - ETA: 7:43 - loss: 617.1716 - logits_profile_predictions_loss: 348.1620 - logcount_predictions_loss: 21.5208 125/1651 [=>............................] - ETA: 7:43 - loss: 615.7534 - logits_profile_predictions_loss: 348.1185 - logcount_predictions_loss: 21.4108 126/1651 [=>............................] - ETA: 7:43 - loss: 614.3526 - logits_profile_predictions_loss: 348.0740 - logcount_predictions_loss: 21.3023 127/1651 [=>............................] - ETA: 7:42 - loss: 612.9717 - logits_profile_predictions_loss: 348.0309 - logcount_predictions_loss: 21.1953 128/1651 [=>............................] - ETA: 7:42 - loss: 611.6106 - 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1650/1651 [============================>.] - ETA: 0s - loss: 392.7492 - logits_profile_predictions_loss: 333.8465 - logcount_predictions_loss: 4.7122 1651/1651 [==============================] - ETA: 0s - loss: 392.7238 - logits_profile_predictions_loss: 333.8430 - logcount_predictions_loss: 4.7105 1651/1651 [==============================] - 763s 405ms/step - loss: 392.6985 - logits_profile_predictions_loss: 333.8394 - logcount_predictions_loss: 4.7087 - val_loss: 346.6987 - val_logits_profile_predictions_loss: 337.9335 - val_logcount_predictions_loss: 0.7012 Epoch 00001: val_loss improved from inf to 346.69870, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 2/50 1/1651 [..............................] - ETA: 8:44 - loss: 309.8415 - logits_profile_predictions_loss: 303.5283 - logcount_predictions_loss: 0.5051 2/1651 [..............................] - ETA: 8:18 - loss: 314.0982 - 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[==>...........................] - ETA: 7:16 - loss: 323.3368 - logits_profile_predictions_loss: 315.1977 - logcount_predictions_loss: 0.6511 213/1651 [==>...........................] - ETA: 7:15 - loss: 323.3462 - logits_profile_predictions_loss: 315.2076 - logcount_predictions_loss: 0.6511 214/1651 [==>...........................] - ETA: 7:15 - loss: 323.3559 - logits_profile_predictions_loss: 315.2177 - logcount_predictions_loss: 0.6511 215/1651 [==>...........................] - ETA: 7:15 - loss: 323.3660 - logits_profile_predictions_loss: 315.2283 - logcount_predictions_loss: 0.6510 216/1651 [==>...........................] - ETA: 7:14 - loss: 323.3760 - logits_profile_predictions_loss: 315.2387 - logcount_predictions_loss: 0.6510 217/1651 [==>...........................] - ETA: 7:14 - loss: 323.3854 - logits_profile_predictions_loss: 315.2485 - logcount_predictions_loss: 0.6509 218/1651 [==>...........................] - ETA: 7:14 - loss: 323.3939 - 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[===>..........................] - ETA: 7:12 - loss: 323.4519 - logits_profile_predictions_loss: 315.3180 - logcount_predictions_loss: 0.6507 226/1651 [===>..........................] - ETA: 7:11 - loss: 323.4604 - logits_profile_predictions_loss: 315.3268 - logcount_predictions_loss: 0.6507 227/1651 [===>..........................] - ETA: 7:11 - loss: 323.4692 - logits_profile_predictions_loss: 315.3360 - logcount_predictions_loss: 0.6507 228/1651 [===>..........................] - ETA: 7:11 - loss: 323.4784 - logits_profile_predictions_loss: 315.3455 - logcount_predictions_loss: 0.6506 229/1651 [===>..........................] - ETA: 7:10 - loss: 323.4880 - logits_profile_predictions_loss: 315.3554 - logcount_predictions_loss: 0.6506 230/1651 [===>..........................] - ETA: 7:10 - loss: 323.4973 - logits_profile_predictions_loss: 315.3651 - logcount_predictions_loss: 0.6506 231/1651 [===>..........................] - ETA: 7:10 - loss: 323.5067 - 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[===>..........................] - ETA: 7:08 - loss: 323.5643 - logits_profile_predictions_loss: 315.4339 - logcount_predictions_loss: 0.6504 239/1651 [===>..........................] - ETA: 7:08 - loss: 323.5718 - logits_profile_predictions_loss: 315.4415 - logcount_predictions_loss: 0.6504 240/1651 [===>..........................] - ETA: 7:07 - loss: 323.5788 - logits_profile_predictions_loss: 315.4488 - logcount_predictions_loss: 0.6504 241/1651 [===>..........................] - ETA: 7:07 - loss: 323.5866 - logits_profile_predictions_loss: 315.4568 - logcount_predictions_loss: 0.6504 242/1651 [===>..........................] - ETA: 7:07 - loss: 323.5942 - logits_profile_predictions_loss: 315.4645 - logcount_predictions_loss: 0.6504 243/1651 [===>..........................] - ETA: 7:06 - loss: 323.6013 - logits_profile_predictions_loss: 315.4719 - logcount_predictions_loss: 0.6504 244/1651 [===>..........................] - ETA: 7:06 - loss: 323.6078 - 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[===>..........................] - ETA: 7:04 - loss: 323.6574 - logits_profile_predictions_loss: 315.5292 - logcount_predictions_loss: 0.6503 252/1651 [===>..........................] - ETA: 7:04 - loss: 323.6643 - logits_profile_predictions_loss: 315.5362 - logcount_predictions_loss: 0.6503 253/1651 [===>..........................] - ETA: 7:03 - loss: 323.6708 - logits_profile_predictions_loss: 315.5427 - logcount_predictions_loss: 0.6502 254/1651 [===>..........................] - ETA: 7:03 - loss: 323.6767 - logits_profile_predictions_loss: 315.5487 - logcount_predictions_loss: 0.6502 255/1651 [===>..........................] - ETA: 7:03 - loss: 323.6829 - logits_profile_predictions_loss: 315.5550 - logcount_predictions_loss: 0.6502 256/1651 [===>..........................] - ETA: 7:02 - loss: 323.6894 - logits_profile_predictions_loss: 315.5615 - logcount_predictions_loss: 0.6502 257/1651 [===>..........................] - ETA: 7:02 - loss: 323.6953 - logits_profile_predictions_loss: 315.5675 - logcount_predictions_loss: 0.6502 258/1651 [===>..........................] - ETA: 7:02 - loss: 323.7008 - logits_profile_predictions_loss: 315.5731 - logcount_predictions_loss: 0.6502 259/1651 [===>..........................] - ETA: 7:02 - loss: 323.7066 - logits_profile_predictions_loss: 315.5790 - logcount_predictions_loss: 0.6502 260/1651 [===>..........................] - ETA: 7:01 - loss: 323.7125 - logits_profile_predictions_loss: 315.5849 - logcount_predictions_loss: 0.6502 261/1651 [===>..........................] - ETA: 7:01 - loss: 323.7188 - logits_profile_predictions_loss: 315.5912 - logcount_predictions_loss: 0.6502 262/1651 [===>..........................] - ETA: 7:01 - loss: 323.7249 - logits_profile_predictions_loss: 315.5974 - logcount_predictions_loss: 0.6502 263/1651 [===>..........................] - ETA: 7:00 - loss: 323.7306 - logits_profile_predictions_loss: 315.6031 - logcount_predictions_loss: 0.6502 264/1651 [===>..........................] - ETA: 7:00 - loss: 323.7362 - logits_profile_predictions_loss: 315.6086 - logcount_predictions_loss: 0.6502 265/1651 [===>..........................] - ETA: 7:00 - loss: 323.7424 - logits_profile_predictions_loss: 315.6147 - logcount_predictions_loss: 0.6502 266/1651 [===>..........................] - ETA: 7:00 - loss: 323.7485 - logits_profile_predictions_loss: 315.6207 - logcount_predictions_loss: 0.6502 267/1651 [===>..........................] - ETA: 6:59 - loss: 323.7547 - logits_profile_predictions_loss: 315.6267 - logcount_predictions_loss: 0.6502 268/1651 [===>..........................] - ETA: 6:59 - loss: 323.7605 - logits_profile_predictions_loss: 315.6324 - logcount_predictions_loss: 0.6503 269/1651 [===>..........................] - ETA: 6:59 - loss: 323.7659 - logits_profile_predictions_loss: 315.6377 - logcount_predictions_loss: 0.6503 270/1651 [===>..........................] - ETA: 6:58 - loss: 323.7714 - 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[====>.........................] - ETA: 6:56 - loss: 323.8038 - logits_profile_predictions_loss: 315.6745 - logcount_predictions_loss: 0.6503 278/1651 [====>.........................] - ETA: 6:56 - loss: 323.8077 - logits_profile_predictions_loss: 315.6783 - logcount_predictions_loss: 0.6504 279/1651 [====>.........................] - ETA: 6:56 - loss: 323.8115 - logits_profile_predictions_loss: 315.6820 - logcount_predictions_loss: 0.6504 280/1651 [====>.........................] - ETA: 6:55 - loss: 323.8150 - logits_profile_predictions_loss: 315.6855 - logcount_predictions_loss: 0.6504 281/1651 [====>.........................] - ETA: 6:55 - loss: 323.8182 - logits_profile_predictions_loss: 315.6886 - logcount_predictions_loss: 0.6504 282/1651 [====>.........................] - ETA: 6:55 - loss: 323.8214 - logits_profile_predictions_loss: 315.6917 - logcount_predictions_loss: 0.6504 283/1651 [====>.........................] - ETA: 6:54 - loss: 323.8242 - 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[============================>.] - ETA: 0s - loss: 324.9366 - logits_profile_predictions_loss: 317.0770 - logcount_predictions_loss: 0.6288 1650/1651 [============================>.] - ETA: 0s - loss: 324.9364 - logits_profile_predictions_loss: 317.0769 - logcount_predictions_loss: 0.6288 1651/1651 [==============================] - ETA: 0s - loss: 324.9361 - logits_profile_predictions_loss: 317.0768 - logcount_predictions_loss: 0.6288 1651/1651 [==============================] - 522s 316ms/step - loss: 324.9359 - logits_profile_predictions_loss: 317.0767 - logcount_predictions_loss: 0.6287 - val_loss: 339.8787 - val_logits_profile_predictions_loss: 331.7501 - val_logcount_predictions_loss: 0.6503 Epoch 00002: val_loss improved from 346.69870 to 339.87869, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 3/50 1/1651 [..............................] - ETA: 8:38 - loss: 321.2881 - 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[..............................] - ETA: 8:17 - loss: 337.9964 - logits_profile_predictions_loss: 331.3097 - logcount_predictions_loss: 0.5349 9/1651 [..............................] - ETA: 8:17 - loss: 338.4178 - logits_profile_predictions_loss: 331.7609 - logcount_predictions_loss: 0.5326 10/1651 [..............................] - ETA: 8:16 - loss: 338.8064 - logits_profile_predictions_loss: 332.1695 - logcount_predictions_loss: 0.5310 11/1651 [..............................] - ETA: 8:16 - loss: 339.0667 - logits_profile_predictions_loss: 332.4599 - logcount_predictions_loss: 0.5285 12/1651 [..............................] - ETA: 8:16 - loss: 338.8925 - logits_profile_predictions_loss: 332.3045 - logcount_predictions_loss: 0.5270 13/1651 [..............................] - ETA: 8:16 - loss: 338.5444 - logits_profile_predictions_loss: 331.9753 - logcount_predictions_loss: 0.5255 14/1651 [..............................] - ETA: 8:15 - loss: 338.2626 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 7:21 - loss: 324.2373 - logits_profile_predictions_loss: 317.2249 - logcount_predictions_loss: 0.5610 199/1651 [==>...........................] - ETA: 7:21 - loss: 324.2271 - logits_profile_predictions_loss: 317.2135 - logcount_predictions_loss: 0.5611 200/1651 [==>...........................] - ETA: 7:20 - loss: 324.2168 - logits_profile_predictions_loss: 317.2020 - logcount_predictions_loss: 0.5612 201/1651 [==>...........................] - ETA: 7:20 - loss: 324.2078 - logits_profile_predictions_loss: 317.1918 - logcount_predictions_loss: 0.5613 202/1651 [==>...........................] - ETA: 7:20 - loss: 324.1993 - logits_profile_predictions_loss: 317.1821 - logcount_predictions_loss: 0.5614 203/1651 [==>...........................] - ETA: 7:20 - loss: 324.1916 - logits_profile_predictions_loss: 317.1734 - logcount_predictions_loss: 0.5615 204/1651 [==>...........................] - ETA: 7:19 - loss: 324.1848 - logits_profile_predictions_loss: 317.1654 - logcount_predictions_loss: 0.5615 205/1651 [==>...........................] - ETA: 7:19 - loss: 324.1782 - logits_profile_predictions_loss: 317.1578 - logcount_predictions_loss: 0.5616 206/1651 [==>...........................] - ETA: 7:19 - loss: 324.1725 - logits_profile_predictions_loss: 317.1510 - logcount_predictions_loss: 0.5617 207/1651 [==>...........................] - ETA: 7:18 - loss: 324.1656 - logits_profile_predictions_loss: 317.1431 - logcount_predictions_loss: 0.5618 208/1651 [==>...........................] - ETA: 7:18 - loss: 324.1589 - logits_profile_predictions_loss: 317.1354 - logcount_predictions_loss: 0.5619 209/1651 [==>...........................] - ETA: 7:18 - loss: 324.1529 - logits_profile_predictions_loss: 317.1283 - logcount_predictions_loss: 0.5620 210/1651 [==>...........................] - ETA: 7:17 - loss: 324.1473 - logits_profile_predictions_loss: 317.1216 - logcount_predictions_loss: 0.5621 211/1651 [==>...........................] - ETA: 7:17 - loss: 324.1420 - logits_profile_predictions_loss: 317.1153 - logcount_predictions_loss: 0.5621 212/1651 [==>...........................] - ETA: 7:17 - loss: 324.1363 - logits_profile_predictions_loss: 317.1084 - logcount_predictions_loss: 0.5622 213/1651 [==>...........................] - ETA: 7:17 - loss: 324.1311 - logits_profile_predictions_loss: 317.1023 - logcount_predictions_loss: 0.5623 214/1651 [==>...........................] - ETA: 7:16 - loss: 324.1262 - logits_profile_predictions_loss: 317.0963 - logcount_predictions_loss: 0.5624 215/1651 [==>...........................] - ETA: 7:16 - loss: 324.1214 - logits_profile_predictions_loss: 317.0904 - logcount_predictions_loss: 0.5625 216/1651 [==>...........................] - ETA: 7:16 - loss: 324.1156 - logits_profile_predictions_loss: 317.0837 - logcount_predictions_loss: 0.5626 217/1651 [==>...........................] - ETA: 7:15 - loss: 324.1091 - logits_profile_predictions_loss: 317.0761 - logcount_predictions_loss: 0.5626 218/1651 [==>...........................] - ETA: 7:15 - loss: 324.1026 - logits_profile_predictions_loss: 317.0687 - logcount_predictions_loss: 0.5627 219/1651 [==>...........................] - ETA: 7:15 - loss: 324.0964 - logits_profile_predictions_loss: 317.0615 - logcount_predictions_loss: 0.5628 220/1651 [==>...........................] - ETA: 7:14 - loss: 324.0902 - logits_profile_predictions_loss: 317.0544 - logcount_predictions_loss: 0.5629 221/1651 [===>..........................] - ETA: 7:14 - loss: 324.0830 - logits_profile_predictions_loss: 317.0463 - logcount_predictions_loss: 0.5629 222/1651 [===>..........................] - ETA: 7:14 - loss: 324.0753 - logits_profile_predictions_loss: 317.0376 - logcount_predictions_loss: 0.5630 223/1651 [===>..........................] - ETA: 7:14 - loss: 324.0687 - logits_profile_predictions_loss: 317.0301 - logcount_predictions_loss: 0.5631 224/1651 [===>..........................] - ETA: 7:13 - loss: 324.0620 - logits_profile_predictions_loss: 317.0226 - logcount_predictions_loss: 0.5632 225/1651 [===>..........................] - ETA: 7:13 - loss: 324.0551 - logits_profile_predictions_loss: 317.0149 - logcount_predictions_loss: 0.5632 226/1651 [===>..........................] - ETA: 7:13 - loss: 324.0484 - logits_profile_predictions_loss: 317.0073 - logcount_predictions_loss: 0.5633 227/1651 [===>..........................] - ETA: 7:12 - loss: 324.0413 - logits_profile_predictions_loss: 316.9994 - logcount_predictions_loss: 0.5634 228/1651 [===>..........................] - ETA: 7:12 - loss: 324.0346 - logits_profile_predictions_loss: 316.9919 - logcount_predictions_loss: 0.5634 229/1651 [===>..........................] - ETA: 7:12 - loss: 324.0289 - logits_profile_predictions_loss: 316.9854 - logcount_predictions_loss: 0.5635 230/1651 [===>..........................] - ETA: 7:11 - loss: 324.0226 - logits_profile_predictions_loss: 316.9783 - logcount_predictions_loss: 0.5635 231/1651 [===>..........................] - ETA: 7:11 - loss: 324.0164 - logits_profile_predictions_loss: 316.9713 - logcount_predictions_loss: 0.5636 232/1651 [===>..........................] - ETA: 7:11 - loss: 324.0099 - logits_profile_predictions_loss: 316.9640 - logcount_predictions_loss: 0.5637 233/1651 [===>..........................] - ETA: 7:11 - loss: 324.0036 - logits_profile_predictions_loss: 316.9570 - logcount_predictions_loss: 0.5637 234/1651 [===>..........................] - ETA: 7:10 - loss: 323.9974 - logits_profile_predictions_loss: 316.9502 - logcount_predictions_loss: 0.5638 235/1651 [===>..........................] - ETA: 7:10 - loss: 323.9914 - logits_profile_predictions_loss: 316.9435 - logcount_predictions_loss: 0.5638 236/1651 [===>..........................] - ETA: 7:10 - loss: 323.9850 - logits_profile_predictions_loss: 316.9364 - logcount_predictions_loss: 0.5639 237/1651 [===>..........................] - ETA: 7:09 - loss: 323.9790 - logits_profile_predictions_loss: 316.9298 - logcount_predictions_loss: 0.5639 238/1651 [===>..........................] - ETA: 7:09 - loss: 323.9731 - logits_profile_predictions_loss: 316.9233 - logcount_predictions_loss: 0.5640 239/1651 [===>..........................] - ETA: 7:09 - loss: 323.9673 - logits_profile_predictions_loss: 316.9169 - logcount_predictions_loss: 0.5640 240/1651 [===>..........................] - ETA: 7:08 - loss: 323.9616 - logits_profile_predictions_loss: 316.9106 - logcount_predictions_loss: 0.5641 241/1651 [===>..........................] - ETA: 7:08 - loss: 323.9560 - logits_profile_predictions_loss: 316.9045 - logcount_predictions_loss: 0.5641 242/1651 [===>..........................] - ETA: 7:08 - loss: 323.9508 - logits_profile_predictions_loss: 316.8986 - logcount_predictions_loss: 0.5642 243/1651 [===>..........................] - ETA: 7:07 - loss: 323.9456 - logits_profile_predictions_loss: 316.8929 - logcount_predictions_loss: 0.5642 244/1651 [===>..........................] - ETA: 7:07 - loss: 323.9403 - logits_profile_predictions_loss: 316.8872 - logcount_predictions_loss: 0.5643 245/1651 [===>..........................] - ETA: 7:07 - loss: 323.9350 - logits_profile_predictions_loss: 316.8813 - logcount_predictions_loss: 0.5643 246/1651 [===>..........................] - ETA: 7:07 - loss: 323.9301 - logits_profile_predictions_loss: 316.8759 - logcount_predictions_loss: 0.5643 247/1651 [===>..........................] - ETA: 7:06 - loss: 323.9254 - logits_profile_predictions_loss: 316.8707 - logcount_predictions_loss: 0.5644 248/1651 [===>..........................] - ETA: 7:06 - loss: 323.9210 - logits_profile_predictions_loss: 316.8657 - logcount_predictions_loss: 0.5644 249/1651 [===>..........................] - ETA: 7:06 - loss: 323.9158 - logits_profile_predictions_loss: 316.8601 - logcount_predictions_loss: 0.5645 250/1651 [===>..........................] - ETA: 7:05 - loss: 323.9107 - logits_profile_predictions_loss: 316.8544 - logcount_predictions_loss: 0.5645 251/1651 [===>..........................] - ETA: 7:05 - loss: 323.9051 - logits_profile_predictions_loss: 316.8483 - logcount_predictions_loss: 0.5645 252/1651 [===>..........................] - ETA: 7:05 - loss: 323.8999 - logits_profile_predictions_loss: 316.8425 - logcount_predictions_loss: 0.5646 253/1651 [===>..........................] - ETA: 7:04 - loss: 323.8949 - logits_profile_predictions_loss: 316.8371 - logcount_predictions_loss: 0.5646 254/1651 [===>..........................] - ETA: 7:04 - loss: 323.8911 - logits_profile_predictions_loss: 316.8327 - logcount_predictions_loss: 0.5647 255/1651 [===>..........................] - ETA: 7:04 - loss: 323.8877 - logits_profile_predictions_loss: 316.8288 - logcount_predictions_loss: 0.5647 256/1651 [===>..........................] - ETA: 7:04 - loss: 323.8839 - logits_profile_predictions_loss: 316.8245 - logcount_predictions_loss: 0.5648 257/1651 [===>..........................] - ETA: 7:03 - loss: 323.8799 - logits_profile_predictions_loss: 316.8199 - logcount_predictions_loss: 0.5648 258/1651 [===>..........................] - ETA: 7:03 - loss: 323.8766 - logits_profile_predictions_loss: 316.8161 - logcount_predictions_loss: 0.5648 259/1651 [===>..........................] - ETA: 7:03 - loss: 323.8727 - logits_profile_predictions_loss: 316.8117 - logcount_predictions_loss: 0.5649 260/1651 [===>..........................] - ETA: 7:02 - loss: 323.8689 - logits_profile_predictions_loss: 316.8074 - logcount_predictions_loss: 0.5649 261/1651 [===>..........................] - ETA: 7:02 - loss: 323.8644 - logits_profile_predictions_loss: 316.8024 - logcount_predictions_loss: 0.5650 262/1651 [===>..........................] - ETA: 7:02 - loss: 323.8600 - logits_profile_predictions_loss: 316.7975 - logcount_predictions_loss: 0.5650 263/1651 [===>..........................] - ETA: 7:01 - loss: 323.8558 - logits_profile_predictions_loss: 316.7928 - logcount_predictions_loss: 0.5650 264/1651 [===>..........................] - ETA: 7:01 - loss: 323.8513 - logits_profile_predictions_loss: 316.7879 - logcount_predictions_loss: 0.5651 265/1651 [===>..........................] - ETA: 7:01 - loss: 323.8476 - logits_profile_predictions_loss: 316.7837 - logcount_predictions_loss: 0.5651 266/1651 [===>..........................] - ETA: 7:01 - loss: 323.8432 - logits_profile_predictions_loss: 316.7789 - logcount_predictions_loss: 0.5652 267/1651 [===>..........................] - ETA: 7:00 - loss: 323.8393 - logits_profile_predictions_loss: 316.7745 - logcount_predictions_loss: 0.5652 268/1651 [===>..........................] - ETA: 7:00 - loss: 323.8360 - logits_profile_predictions_loss: 316.7708 - logcount_predictions_loss: 0.5652 269/1651 [===>..........................] - ETA: 7:00 - loss: 323.8325 - logits_profile_predictions_loss: 316.7668 - logcount_predictions_loss: 0.5653 270/1651 [===>..........................] - ETA: 6:59 - loss: 323.8285 - logits_profile_predictions_loss: 316.7625 - logcount_predictions_loss: 0.5653 271/1651 [===>..........................] - ETA: 6:59 - loss: 323.8240 - logits_profile_predictions_loss: 316.7576 - logcount_predictions_loss: 0.5653 272/1651 [===>..........................] - ETA: 6:59 - loss: 323.8196 - logits_profile_predictions_loss: 316.7529 - logcount_predictions_loss: 0.5653 273/1651 [===>..........................] - ETA: 6:58 - loss: 323.8153 - logits_profile_predictions_loss: 316.7483 - logcount_predictions_loss: 0.5654 274/1651 [===>..........................] - ETA: 6:58 - loss: 323.8112 - logits_profile_predictions_loss: 316.7438 - logcount_predictions_loss: 0.5654 275/1651 [===>..........................] - ETA: 6:58 - loss: 323.8067 - logits_profile_predictions_loss: 316.7390 - logcount_predictions_loss: 0.5654 276/1651 [====>.........................] - ETA: 6:58 - loss: 323.8024 - logits_profile_predictions_loss: 316.7344 - logcount_predictions_loss: 0.5654 277/1651 [====>.........................] - ETA: 6:57 - loss: 323.7982 - logits_profile_predictions_loss: 316.7298 - logcount_predictions_loss: 0.5655 278/1651 [====>.........................] - ETA: 6:57 - loss: 323.7940 - logits_profile_predictions_loss: 316.7254 - logcount_predictions_loss: 0.5655 279/1651 [====>.........................] - ETA: 6:57 - loss: 323.7899 - logits_profile_predictions_loss: 316.7210 - logcount_predictions_loss: 0.5655 280/1651 [====>.........................] - ETA: 6:56 - loss: 323.7857 - logits_profile_predictions_loss: 316.7164 - logcount_predictions_loss: 0.5655 281/1651 [====>.........................] - ETA: 6:56 - loss: 323.7813 - logits_profile_predictions_loss: 316.7117 - logcount_predictions_loss: 0.5656 282/1651 [====>.........................] - ETA: 6:56 - loss: 323.7766 - logits_profile_predictions_loss: 316.7067 - logcount_predictions_loss: 0.5656 283/1651 [====>.........................] - ETA: 6:55 - loss: 323.7716 - logits_profile_predictions_loss: 316.7014 - logcount_predictions_loss: 0.5656 284/1651 [====>.........................] - ETA: 6:55 - loss: 323.7665 - logits_profile_predictions_loss: 316.6960 - logcount_predictions_loss: 0.5656 285/1651 [====>.........................] - ETA: 6:55 - loss: 323.7617 - logits_profile_predictions_loss: 316.6909 - logcount_predictions_loss: 0.5657 286/1651 [====>.........................] - ETA: 6:55 - loss: 323.7570 - logits_profile_predictions_loss: 316.6860 - logcount_predictions_loss: 0.5657 287/1651 [====>.........................] - ETA: 6:54 - loss: 323.7520 - logits_profile_predictions_loss: 316.6807 - logcount_predictions_loss: 0.5657 288/1651 [====>.........................] - ETA: 6:54 - loss: 323.7476 - logits_profile_predictions_loss: 316.6760 - logcount_predictions_loss: 0.5657 289/1651 [====>.........................] - ETA: 6:54 - loss: 323.7432 - logits_profile_predictions_loss: 316.6714 - logcount_predictions_loss: 0.5657 290/1651 [====>.........................] - ETA: 6:53 - loss: 323.7392 - logits_profile_predictions_loss: 316.6670 - logcount_predictions_loss: 0.5658 291/1651 [====>.........................] - ETA: 6:53 - loss: 323.7350 - logits_profile_predictions_loss: 316.6626 - logcount_predictions_loss: 0.5658 292/1651 [====>.........................] - ETA: 6:53 - loss: 323.7308 - logits_profile_predictions_loss: 316.6582 - logcount_predictions_loss: 0.5658 293/1651 [====>.........................] - ETA: 6:52 - loss: 323.7267 - logits_profile_predictions_loss: 316.6538 - logcount_predictions_loss: 0.5658 294/1651 [====>.........................] - ETA: 6:52 - loss: 323.7226 - logits_profile_predictions_loss: 316.6494 - logcount_predictions_loss: 0.5659 295/1651 [====>.........................] - ETA: 6:52 - loss: 323.7185 - logits_profile_predictions_loss: 316.6450 - logcount_predictions_loss: 0.5659 296/1651 [====>.........................] - ETA: 6:51 - loss: 323.7139 - logits_profile_predictions_loss: 316.6402 - logcount_predictions_loss: 0.5659 297/1651 [====>.........................] - ETA: 6:51 - loss: 323.7090 - logits_profile_predictions_loss: 316.6351 - logcount_predictions_loss: 0.5659 298/1651 [====>.........................] - ETA: 6:51 - loss: 323.7043 - logits_profile_predictions_loss: 316.6301 - logcount_predictions_loss: 0.5659 299/1651 [====>.........................] - ETA: 6:51 - loss: 323.6993 - logits_profile_predictions_loss: 316.6249 - logcount_predictions_loss: 0.5660 300/1651 [====>.........................] - ETA: 6:50 - loss: 323.6947 - logits_profile_predictions_loss: 316.6201 - logcount_predictions_loss: 0.5660 301/1651 [====>.........................] - ETA: 6:50 - loss: 323.6899 - logits_profile_predictions_loss: 316.6151 - logcount_predictions_loss: 0.5660 302/1651 [====>.........................] - ETA: 6:50 - loss: 323.6856 - logits_profile_predictions_loss: 316.6106 - logcount_predictions_loss: 0.5660 303/1651 [====>.........................] - ETA: 6:49 - loss: 323.6816 - logits_profile_predictions_loss: 316.6065 - logcount_predictions_loss: 0.5660 304/1651 [====>.........................] - ETA: 6:49 - loss: 323.6776 - logits_profile_predictions_loss: 316.6023 - logcount_predictions_loss: 0.5660 305/1651 [====>.........................] - ETA: 6:49 - loss: 323.6737 - logits_profile_predictions_loss: 316.5983 - logcount_predictions_loss: 0.5660 306/1651 [====>.........................] - ETA: 6:48 - loss: 323.6702 - logits_profile_predictions_loss: 316.5945 - logcount_predictions_loss: 0.5661 307/1651 [====>.........................] - ETA: 6:48 - loss: 323.6669 - logits_profile_predictions_loss: 316.5911 - logcount_predictions_loss: 0.5661 308/1651 [====>.........................] - ETA: 6:48 - loss: 323.6635 - logits_profile_predictions_loss: 316.5874 - logcount_predictions_loss: 0.5661 309/1651 [====>.........................] - ETA: 6:48 - loss: 323.6601 - logits_profile_predictions_loss: 316.5839 - logcount_predictions_loss: 0.5661 310/1651 [====>.........................] - ETA: 6:47 - loss: 323.6568 - logits_profile_predictions_loss: 316.5803 - logcount_predictions_loss: 0.5661 311/1651 [====>.........................] - ETA: 6:47 - loss: 323.6535 - logits_profile_predictions_loss: 316.5768 - logcount_predictions_loss: 0.5661 312/1651 [====>.........................] - ETA: 6:47 - loss: 323.6502 - logits_profile_predictions_loss: 316.5733 - logcount_predictions_loss: 0.5662 313/1651 [====>.........................] - ETA: 6:46 - loss: 323.6472 - logits_profile_predictions_loss: 316.5701 - logcount_predictions_loss: 0.5662 314/1651 [====>.........................] - ETA: 6:46 - loss: 323.6441 - logits_profile_predictions_loss: 316.5668 - logcount_predictions_loss: 0.5662 315/1651 [====>.........................] - ETA: 6:46 - loss: 323.6405 - logits_profile_predictions_loss: 316.5630 - logcount_predictions_loss: 0.5662 316/1651 [====>.........................] - ETA: 6:45 - loss: 323.6371 - logits_profile_predictions_loss: 316.5592 - logcount_predictions_loss: 0.5662 317/1651 [====>.........................] - ETA: 6:45 - loss: 323.6331 - logits_profile_predictions_loss: 316.5550 - logcount_predictions_loss: 0.5662 318/1651 [====>.........................] - ETA: 6:45 - loss: 323.6291 - logits_profile_predictions_loss: 316.5508 - logcount_predictions_loss: 0.5663 319/1651 [====>.........................] - ETA: 6:45 - loss: 323.6252 - logits_profile_predictions_loss: 316.5467 - logcount_predictions_loss: 0.5663 320/1651 [====>.........................] - ETA: 6:44 - loss: 323.6211 - logits_profile_predictions_loss: 316.5423 - logcount_predictions_loss: 0.5663 321/1651 [====>.........................] - ETA: 6:44 - loss: 323.6169 - 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[=====>........................] - ETA: 6:30 - loss: 323.4659 - logits_profile_predictions_loss: 316.3789 - logcount_predictions_loss: 0.5670 368/1651 [=====>........................] - ETA: 6:30 - loss: 323.4632 - logits_profile_predictions_loss: 316.3761 - logcount_predictions_loss: 0.5670 369/1651 [=====>........................] - ETA: 6:29 - loss: 323.4606 - logits_profile_predictions_loss: 316.3734 - logcount_predictions_loss: 0.5670 370/1651 [=====>........................] - ETA: 6:29 - loss: 323.4578 - logits_profile_predictions_loss: 316.3705 - logcount_predictions_loss: 0.5670 371/1651 [=====>........................] - ETA: 6:29 - loss: 323.4552 - logits_profile_predictions_loss: 316.3679 - logcount_predictions_loss: 0.5670 372/1651 [=====>........................] - ETA: 6:29 - loss: 323.4526 - logits_profile_predictions_loss: 316.3652 - logcount_predictions_loss: 0.5670 373/1651 [=====>........................] - ETA: 6:28 - loss: 323.4499 - 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[=====>........................] - ETA: 6:26 - loss: 323.4328 - logits_profile_predictions_loss: 316.3452 - logcount_predictions_loss: 0.5670 381/1651 [=====>........................] - ETA: 6:26 - loss: 323.4303 - logits_profile_predictions_loss: 316.3427 - logcount_predictions_loss: 0.5670 382/1651 [=====>........................] - ETA: 6:26 - loss: 323.4277 - logits_profile_predictions_loss: 316.3401 - logcount_predictions_loss: 0.5670 383/1651 [=====>........................] - ETA: 6:25 - loss: 323.4252 - logits_profile_predictions_loss: 316.3375 - logcount_predictions_loss: 0.5670 384/1651 [=====>........................] - ETA: 6:25 - loss: 323.4226 - logits_profile_predictions_loss: 316.3349 - logcount_predictions_loss: 0.5670 385/1651 [=====>........................] - ETA: 6:25 - loss: 323.4201 - logits_profile_predictions_loss: 316.3323 - logcount_predictions_loss: 0.5670 386/1651 [======>.......................] - ETA: 6:24 - loss: 323.4177 - 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[======>.......................] - ETA: 6:22 - loss: 323.4027 - logits_profile_predictions_loss: 316.3146 - logcount_predictions_loss: 0.5670 394/1651 [======>.......................] - ETA: 6:22 - loss: 323.4009 - logits_profile_predictions_loss: 316.3127 - logcount_predictions_loss: 0.5671 395/1651 [======>.......................] - ETA: 6:22 - loss: 323.3991 - logits_profile_predictions_loss: 316.3109 - logcount_predictions_loss: 0.5671 396/1651 [======>.......................] - ETA: 6:21 - loss: 323.3973 - logits_profile_predictions_loss: 316.3091 - logcount_predictions_loss: 0.5671 397/1651 [======>.......................] - ETA: 6:21 - loss: 323.3954 - logits_profile_predictions_loss: 316.3071 - logcount_predictions_loss: 0.5671 398/1651 [======>.......................] - ETA: 6:21 - loss: 323.3934 - logits_profile_predictions_loss: 316.3052 - logcount_predictions_loss: 0.5671 399/1651 [======>.......................] - ETA: 6:20 - loss: 323.3914 - 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[============================>.] - ETA: 0s - loss: 321.4600 - logits_profile_predictions_loss: 314.4450 - logcount_predictions_loss: 0.5612 1649/1651 [============================>.] - ETA: 0s - loss: 321.4590 - logits_profile_predictions_loss: 314.4441 - logcount_predictions_loss: 0.5612 1650/1651 [============================>.] - ETA: 0s - loss: 321.4580 - logits_profile_predictions_loss: 314.4431 - logcount_predictions_loss: 0.5612 1651/1651 [==============================] - ETA: 0s - loss: 321.4570 - logits_profile_predictions_loss: 314.4422 - logcount_predictions_loss: 0.5612 1651/1651 [==============================] - 522s 316ms/step - loss: 321.4560 - logits_profile_predictions_loss: 314.4412 - logcount_predictions_loss: 0.5612 - val_loss: 336.9278 - val_logits_profile_predictions_loss: 329.6712 - val_logcount_predictions_loss: 0.5805 Epoch 00003: val_loss improved from 339.87869 to 336.92783, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 4/50 1/1651 [..............................] - ETA: 8:37 - loss: 323.7900 - logits_profile_predictions_loss: 317.4212 - logcount_predictions_loss: 0.5095 2/1651 [..............................] - ETA: 8:19 - loss: 315.5691 - logits_profile_predictions_loss: 308.3676 - logcount_predictions_loss: 0.5761 3/1651 [..............................] - ETA: 8:18 - loss: 316.3864 - logits_profile_predictions_loss: 308.8950 - logcount_predictions_loss: 0.5993 4/1651 [..............................] - ETA: 8:18 - loss: 315.6016 - logits_profile_predictions_loss: 308.0602 - logcount_predictions_loss: 0.6033 5/1651 [..............................] - ETA: 8:18 - loss: 316.1962 - logits_profile_predictions_loss: 308.7435 - logcount_predictions_loss: 0.5962 6/1651 [..............................] - ETA: 8:18 - loss: 316.6952 - logits_profile_predictions_loss: 309.2386 - 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- logits_profile_predictions_loss: 313.4142 - logcount_predictions_loss: 0.5818 14/1651 [..............................] - ETA: 8:15 - loss: 320.6649 - logits_profile_predictions_loss: 313.4088 - logcount_predictions_loss: 0.5805 15/1651 [..............................] - ETA: 8:15 - loss: 320.5736 - logits_profile_predictions_loss: 313.3312 - logcount_predictions_loss: 0.5794 16/1651 [..............................] - ETA: 8:15 - loss: 320.5369 - logits_profile_predictions_loss: 313.3111 - logcount_predictions_loss: 0.5781 17/1651 [..............................] - ETA: 8:14 - loss: 320.4246 - logits_profile_predictions_loss: 313.2198 - logcount_predictions_loss: 0.5764 18/1651 [..............................] - ETA: 8:14 - loss: 320.3127 - logits_profile_predictions_loss: 313.1246 - logcount_predictions_loss: 0.5750 19/1651 [..............................] - ETA: 8:14 - loss: 320.1142 - logits_profile_predictions_loss: 312.9424 - logcount_predictions_loss: 0.5737 20/1651 [..............................] - ETA: 8:13 - loss: 319.8512 - logits_profile_predictions_loss: 312.6973 - logcount_predictions_loss: 0.5723 21/1651 [..............................] - ETA: 8:13 - loss: 319.6184 - logits_profile_predictions_loss: 312.4817 - logcount_predictions_loss: 0.5709 22/1651 [..............................] - ETA: 8:13 - loss: 319.3681 - logits_profile_predictions_loss: 312.2478 - logcount_predictions_loss: 0.5696 23/1651 [..............................] - ETA: 8:12 - loss: 319.1416 - logits_profile_predictions_loss: 312.0386 - logcount_predictions_loss: 0.5682 24/1651 [..............................] - ETA: 8:12 - loss: 318.9200 - logits_profile_predictions_loss: 311.8358 - logcount_predictions_loss: 0.5667 25/1651 [..............................] - ETA: 8:12 - loss: 318.7459 - logits_profile_predictions_loss: 311.6781 - logcount_predictions_loss: 0.5654 26/1651 [..............................] - ETA: 8:12 - loss: 318.5738 - logits_profile_predictions_loss: 311.5211 - logcount_predictions_loss: 0.5642 27/1651 [..............................] - ETA: 8:11 - loss: 318.4244 - logits_profile_predictions_loss: 311.3847 - logcount_predictions_loss: 0.5632 28/1651 [..............................] - ETA: 8:11 - loss: 318.2619 - logits_profile_predictions_loss: 311.2343 - logcount_predictions_loss: 0.5622 29/1651 [..............................] - ETA: 8:11 - loss: 318.1461 - logits_profile_predictions_loss: 311.1313 - logcount_predictions_loss: 0.5612 30/1651 [..............................] - ETA: 8:11 - loss: 317.9729 - logits_profile_predictions_loss: 310.9716 - logcount_predictions_loss: 0.5601 31/1651 [..............................] - ETA: 8:10 - loss: 317.8332 - logits_profile_predictions_loss: 310.8422 - logcount_predictions_loss: 0.5593 32/1651 [..............................] - ETA: 8:10 - loss: 317.7303 - logits_profile_predictions_loss: 310.7497 - logcount_predictions_loss: 0.5584 33/1651 [..............................] - ETA: 8:10 - 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40/1651 [..............................] - ETA: 8:08 - loss: 317.0370 - logits_profile_predictions_loss: 310.1344 - logcount_predictions_loss: 0.5522 41/1651 [..............................] - ETA: 8:07 - loss: 316.9936 - logits_profile_predictions_loss: 310.0977 - logcount_predictions_loss: 0.5517 42/1651 [..............................] - ETA: 8:07 - loss: 316.9925 - logits_profile_predictions_loss: 310.1029 - logcount_predictions_loss: 0.5512 43/1651 [..............................] - ETA: 8:07 - loss: 316.9823 - logits_profile_predictions_loss: 310.0987 - logcount_predictions_loss: 0.5507 44/1651 [..............................] - ETA: 8:06 - loss: 316.9805 - logits_profile_predictions_loss: 310.1021 - logcount_predictions_loss: 0.5503 45/1651 [..............................] - ETA: 8:06 - loss: 316.9857 - logits_profile_predictions_loss: 310.1118 - logcount_predictions_loss: 0.5499 46/1651 [..............................] - ETA: 8:06 - loss: 316.9987 - 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logits_profile_predictions_loss: 311.5935 - logcount_predictions_loss: 0.5350 217/1651 [==>...........................] - ETA: 7:15 - loss: 318.2844 - logits_profile_predictions_loss: 311.5974 - logcount_predictions_loss: 0.5350 218/1651 [==>...........................] - ETA: 7:15 - loss: 318.2882 - logits_profile_predictions_loss: 311.6015 - logcount_predictions_loss: 0.5349 219/1651 [==>...........................] - ETA: 7:15 - loss: 318.2914 - logits_profile_predictions_loss: 311.6050 - logcount_predictions_loss: 0.5349 220/1651 [==>...........................] - ETA: 7:14 - loss: 318.2947 - logits_profile_predictions_loss: 311.6086 - logcount_predictions_loss: 0.5349 221/1651 [===>..........................] - ETA: 7:14 - loss: 318.2976 - logits_profile_predictions_loss: 311.6118 - logcount_predictions_loss: 0.5349 222/1651 [===>..........................] - ETA: 7:14 - loss: 318.3010 - logits_profile_predictions_loss: 311.6155 - logcount_predictions_loss: 0.5348 223/1651 [===>..........................] - ETA: 7:14 - loss: 318.3037 - logits_profile_predictions_loss: 311.6185 - logcount_predictions_loss: 0.5348 224/1651 [===>..........................] - ETA: 7:13 - loss: 318.3066 - logits_profile_predictions_loss: 311.6216 - logcount_predictions_loss: 0.5348 225/1651 [===>..........................] - ETA: 7:13 - loss: 318.3098 - logits_profile_predictions_loss: 311.6251 - logcount_predictions_loss: 0.5348 226/1651 [===>..........................] - ETA: 7:13 - loss: 318.3135 - logits_profile_predictions_loss: 311.6292 - logcount_predictions_loss: 0.5348 227/1651 [===>..........................] - ETA: 7:12 - loss: 318.3167 - logits_profile_predictions_loss: 311.6327 - logcount_predictions_loss: 0.5347 228/1651 [===>..........................] - ETA: 7:12 - loss: 318.3204 - logits_profile_predictions_loss: 311.6368 - logcount_predictions_loss: 0.5347 229/1651 [===>..........................] - ETA: 7:12 - loss: 318.3250 - logits_profile_predictions_loss: 311.6418 - logcount_predictions_loss: 0.5347 230/1651 [===>..........................] - ETA: 7:11 - loss: 318.3287 - logits_profile_predictions_loss: 311.6459 - logcount_predictions_loss: 0.5346 231/1651 [===>..........................] - ETA: 7:11 - loss: 318.3317 - logits_profile_predictions_loss: 311.6494 - logcount_predictions_loss: 0.5346 232/1651 [===>..........................] - ETA: 7:11 - loss: 318.3359 - logits_profile_predictions_loss: 311.6540 - logcount_predictions_loss: 0.5346 233/1651 [===>..........................] - ETA: 7:11 - loss: 318.3399 - logits_profile_predictions_loss: 311.6584 - logcount_predictions_loss: 0.5345 234/1651 [===>..........................] - ETA: 7:10 - loss: 318.3439 - logits_profile_predictions_loss: 311.6628 - logcount_predictions_loss: 0.5345 235/1651 [===>..........................] - ETA: 7:10 - loss: 318.3480 - logits_profile_predictions_loss: 311.6675 - logcount_predictions_loss: 0.5344 236/1651 [===>..........................] - ETA: 7:10 - loss: 318.3526 - logits_profile_predictions_loss: 311.6725 - logcount_predictions_loss: 0.5344 237/1651 [===>..........................] - ETA: 7:09 - loss: 318.3568 - logits_profile_predictions_loss: 311.6771 - logcount_predictions_loss: 0.5344 238/1651 [===>..........................] - ETA: 7:09 - loss: 318.3598 - logits_profile_predictions_loss: 311.6806 - logcount_predictions_loss: 0.5343 239/1651 [===>..........................] - ETA: 7:09 - loss: 318.3622 - logits_profile_predictions_loss: 311.6835 - logcount_predictions_loss: 0.5343 240/1651 [===>..........................] - ETA: 7:08 - loss: 318.3649 - logits_profile_predictions_loss: 311.6866 - logcount_predictions_loss: 0.5343 241/1651 [===>..........................] - ETA: 7:08 - loss: 318.3672 - logits_profile_predictions_loss: 311.6893 - logcount_predictions_loss: 0.5342 242/1651 [===>..........................] - ETA: 7:08 - loss: 318.3698 - 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[===>..........................] - ETA: 7:06 - loss: 318.3844 - logits_profile_predictions_loss: 311.7101 - logcount_predictions_loss: 0.5339 250/1651 [===>..........................] - ETA: 7:05 - loss: 318.3865 - logits_profile_predictions_loss: 311.7125 - logcount_predictions_loss: 0.5339 251/1651 [===>..........................] - ETA: 7:05 - loss: 318.3881 - logits_profile_predictions_loss: 311.7146 - logcount_predictions_loss: 0.5339 252/1651 [===>..........................] - ETA: 7:05 - loss: 318.3899 - logits_profile_predictions_loss: 311.7168 - logcount_predictions_loss: 0.5339 253/1651 [===>..........................] - ETA: 7:05 - loss: 318.3914 - logits_profile_predictions_loss: 311.7186 - logcount_predictions_loss: 0.5338 254/1651 [===>..........................] - ETA: 7:04 - loss: 318.3927 - logits_profile_predictions_loss: 311.7203 - logcount_predictions_loss: 0.5338 255/1651 [===>..........................] - ETA: 7:04 - loss: 318.3937 - 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[===>..........................] - ETA: 7:02 - loss: 318.3984 - logits_profile_predictions_loss: 311.7288 - logcount_predictions_loss: 0.5336 263/1651 [===>..........................] - ETA: 7:02 - loss: 318.3992 - logits_profile_predictions_loss: 311.7300 - logcount_predictions_loss: 0.5335 264/1651 [===>..........................] - ETA: 7:01 - loss: 318.3998 - logits_profile_predictions_loss: 311.7310 - logcount_predictions_loss: 0.5335 265/1651 [===>..........................] - ETA: 7:01 - loss: 318.4001 - logits_profile_predictions_loss: 311.7316 - logcount_predictions_loss: 0.5335 266/1651 [===>..........................] - ETA: 7:01 - loss: 318.4006 - logits_profile_predictions_loss: 311.7324 - logcount_predictions_loss: 0.5335 267/1651 [===>..........................] - ETA: 7:00 - loss: 318.4014 - logits_profile_predictions_loss: 311.7337 - logcount_predictions_loss: 0.5334 268/1651 [===>..........................] - ETA: 7:00 - loss: 318.4026 - 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[===>..........................] - ETA: 6:58 - loss: 318.4103 - logits_profile_predictions_loss: 311.7458 - logcount_predictions_loss: 0.5332 276/1651 [====>.........................] - ETA: 6:58 - loss: 318.4113 - logits_profile_predictions_loss: 311.7471 - logcount_predictions_loss: 0.5331 277/1651 [====>.........................] - ETA: 6:57 - loss: 318.4120 - logits_profile_predictions_loss: 311.7483 - logcount_predictions_loss: 0.5331 278/1651 [====>.........................] - ETA: 6:57 - loss: 318.4125 - logits_profile_predictions_loss: 311.7492 - logcount_predictions_loss: 0.5331 279/1651 [====>.........................] - ETA: 6:57 - loss: 318.4131 - logits_profile_predictions_loss: 311.7501 - logcount_predictions_loss: 0.5330 280/1651 [====>.........................] - ETA: 6:56 - loss: 318.4136 - logits_profile_predictions_loss: 311.7510 - logcount_predictions_loss: 0.5330 281/1651 [====>.........................] - ETA: 6:56 - loss: 318.4142 - 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[====>.........................] - ETA: 6:54 - loss: 318.4208 - logits_profile_predictions_loss: 311.7609 - logcount_predictions_loss: 0.5328 289/1651 [====>.........................] - ETA: 6:54 - loss: 318.4223 - logits_profile_predictions_loss: 311.7628 - logcount_predictions_loss: 0.5328 290/1651 [====>.........................] - ETA: 6:53 - loss: 318.4236 - logits_profile_predictions_loss: 311.7644 - logcount_predictions_loss: 0.5327 291/1651 [====>.........................] - ETA: 6:53 - loss: 318.4247 - logits_profile_predictions_loss: 311.7658 - logcount_predictions_loss: 0.5327 292/1651 [====>.........................] - ETA: 6:53 - loss: 318.4256 - logits_profile_predictions_loss: 311.7670 - logcount_predictions_loss: 0.5327 293/1651 [====>.........................] - ETA: 6:52 - loss: 318.4266 - logits_profile_predictions_loss: 311.7685 - logcount_predictions_loss: 0.5327 294/1651 [====>.........................] - ETA: 6:52 - loss: 318.4275 - logits_profile_predictions_loss: 311.7697 - logcount_predictions_loss: 0.5326 295/1651 [====>.........................] - ETA: 6:52 - loss: 318.4286 - logits_profile_predictions_loss: 311.7711 - logcount_predictions_loss: 0.5326 296/1651 [====>.........................] - ETA: 6:52 - loss: 318.4294 - logits_profile_predictions_loss: 311.7723 - logcount_predictions_loss: 0.5326 297/1651 [====>.........................] - ETA: 6:51 - loss: 318.4305 - logits_profile_predictions_loss: 311.7737 - logcount_predictions_loss: 0.5325 298/1651 [====>.........................] - ETA: 6:51 - loss: 318.4317 - logits_profile_predictions_loss: 311.7753 - logcount_predictions_loss: 0.5325 299/1651 [====>.........................] - ETA: 6:51 - loss: 318.4327 - logits_profile_predictions_loss: 311.7766 - logcount_predictions_loss: 0.5325 300/1651 [====>.........................] - ETA: 6:50 - loss: 318.4333 - logits_profile_predictions_loss: 311.7776 - logcount_predictions_loss: 0.5325 301/1651 [====>.........................] - ETA: 6:50 - loss: 318.4335 - logits_profile_predictions_loss: 311.7782 - logcount_predictions_loss: 0.5324 302/1651 [====>.........................] - ETA: 6:50 - loss: 318.4339 - logits_profile_predictions_loss: 311.7789 - logcount_predictions_loss: 0.5324 303/1651 [====>.........................] - ETA: 6:49 - loss: 318.4341 - logits_profile_predictions_loss: 311.7795 - logcount_predictions_loss: 0.5324 304/1651 [====>.........................] - ETA: 6:49 - loss: 318.4340 - logits_profile_predictions_loss: 311.7798 - logcount_predictions_loss: 0.5323 305/1651 [====>.........................] - ETA: 6:49 - loss: 318.4336 - logits_profile_predictions_loss: 311.7798 - logcount_predictions_loss: 0.5323 306/1651 [====>.........................] - ETA: 6:49 - loss: 318.4335 - logits_profile_predictions_loss: 311.7800 - logcount_predictions_loss: 0.5323 307/1651 [====>.........................] - ETA: 6:48 - loss: 318.4332 - logits_profile_predictions_loss: 311.7801 - logcount_predictions_loss: 0.5323 308/1651 [====>.........................] - ETA: 6:48 - loss: 318.4332 - logits_profile_predictions_loss: 311.7804 - logcount_predictions_loss: 0.5322 309/1651 [====>.........................] - ETA: 6:48 - loss: 318.4325 - logits_profile_predictions_loss: 311.7801 - logcount_predictions_loss: 0.5322 310/1651 [====>.........................] - ETA: 6:47 - loss: 318.4322 - logits_profile_predictions_loss: 311.7801 - logcount_predictions_loss: 0.5322 311/1651 [====>.........................] - ETA: 6:47 - loss: 318.4318 - logits_profile_predictions_loss: 311.7801 - logcount_predictions_loss: 0.5321 312/1651 [====>.........................] - ETA: 6:47 - loss: 318.4317 - logits_profile_predictions_loss: 311.7803 - logcount_predictions_loss: 0.5321 313/1651 [====>.........................] - ETA: 6:46 - loss: 318.4314 - logits_profile_predictions_loss: 311.7803 - logcount_predictions_loss: 0.5321 314/1651 [====>.........................] - ETA: 6:46 - loss: 318.4308 - logits_profile_predictions_loss: 311.7801 - logcount_predictions_loss: 0.5321 315/1651 [====>.........................] - ETA: 6:46 - loss: 318.4296 - logits_profile_predictions_loss: 311.7793 - logcount_predictions_loss: 0.5320 316/1651 [====>.........................] - ETA: 6:46 - loss: 318.4287 - logits_profile_predictions_loss: 311.7788 - logcount_predictions_loss: 0.5320 317/1651 [====>.........................] - ETA: 6:45 - loss: 318.4282 - logits_profile_predictions_loss: 311.7787 - logcount_predictions_loss: 0.5320 318/1651 [====>.........................] - ETA: 6:45 - loss: 318.4275 - logits_profile_predictions_loss: 311.7783 - logcount_predictions_loss: 0.5319 319/1651 [====>.........................] - ETA: 6:45 - loss: 318.4270 - logits_profile_predictions_loss: 311.7782 - logcount_predictions_loss: 0.5319 320/1651 [====>.........................] - ETA: 6:44 - loss: 318.4265 - logits_profile_predictions_loss: 311.7781 - logcount_predictions_loss: 0.5319 321/1651 [====>.........................] - ETA: 6:44 - loss: 318.4263 - logits_profile_predictions_loss: 311.7782 - logcount_predictions_loss: 0.5318 322/1651 [====>.........................] - ETA: 6:44 - loss: 318.4261 - logits_profile_predictions_loss: 311.7784 - logcount_predictions_loss: 0.5318 323/1651 [====>.........................] - ETA: 6:43 - loss: 318.4261 - logits_profile_predictions_loss: 311.7787 - logcount_predictions_loss: 0.5318 324/1651 [====>.........................] - ETA: 6:43 - loss: 318.4263 - logits_profile_predictions_loss: 311.7793 - logcount_predictions_loss: 0.5318 325/1651 [====>.........................] - ETA: 6:43 - loss: 318.4265 - logits_profile_predictions_loss: 311.7798 - logcount_predictions_loss: 0.5317 326/1651 [====>.........................] - ETA: 6:43 - loss: 318.4263 - logits_profile_predictions_loss: 311.7800 - logcount_predictions_loss: 0.5317 327/1651 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logits_profile_predictions_loss: 310.5143 - logcount_predictions_loss: 0.4877 223/1651 [===>..........................] - ETA: 7:13 - loss: 316.6121 - logits_profile_predictions_loss: 310.5153 - logcount_predictions_loss: 0.4877 224/1651 [===>..........................] - ETA: 7:12 - loss: 316.6134 - logits_profile_predictions_loss: 310.5157 - logcount_predictions_loss: 0.4878 225/1651 [===>..........................] - ETA: 7:12 - loss: 316.6152 - logits_profile_predictions_loss: 310.5165 - logcount_predictions_loss: 0.4879 226/1651 [===>..........................] - ETA: 7:12 - loss: 316.6174 - logits_profile_predictions_loss: 310.5177 - logcount_predictions_loss: 0.4880 227/1651 [===>..........................] - ETA: 7:11 - loss: 316.6196 - logits_profile_predictions_loss: 310.5189 - logcount_predictions_loss: 0.4881 228/1651 [===>..........................] - ETA: 7:11 - loss: 316.6214 - logits_profile_predictions_loss: 310.5197 - logcount_predictions_loss: 0.4881 229/1651 [===>..........................] - ETA: 7:11 - loss: 316.6233 - logits_profile_predictions_loss: 310.5207 - logcount_predictions_loss: 0.4882 230/1651 [===>..........................] - ETA: 7:11 - loss: 316.6252 - logits_profile_predictions_loss: 310.5217 - logcount_predictions_loss: 0.4883 231/1651 [===>..........................] - ETA: 7:10 - loss: 316.6266 - logits_profile_predictions_loss: 310.5221 - logcount_predictions_loss: 0.4884 232/1651 [===>..........................] - ETA: 7:10 - loss: 316.6275 - logits_profile_predictions_loss: 310.5220 - logcount_predictions_loss: 0.4884 233/1651 [===>..........................] - ETA: 7:10 - loss: 316.6282 - logits_profile_predictions_loss: 310.5217 - logcount_predictions_loss: 0.4885 234/1651 [===>..........................] - ETA: 7:09 - loss: 316.6296 - logits_profile_predictions_loss: 310.5221 - logcount_predictions_loss: 0.4886 235/1651 [===>..........................] - ETA: 7:09 - loss: 316.6313 - logits_profile_predictions_loss: 310.5228 - logcount_predictions_loss: 0.4887 236/1651 [===>..........................] - ETA: 7:09 - loss: 316.6325 - logits_profile_predictions_loss: 310.5230 - logcount_predictions_loss: 0.4888 237/1651 [===>..........................] - ETA: 7:08 - loss: 316.6334 - logits_profile_predictions_loss: 310.5228 - logcount_predictions_loss: 0.4888 238/1651 [===>..........................] - ETA: 7:08 - loss: 316.6339 - logits_profile_predictions_loss: 310.5223 - logcount_predictions_loss: 0.4889 239/1651 [===>..........................] - ETA: 7:08 - loss: 316.6349 - logits_profile_predictions_loss: 310.5224 - logcount_predictions_loss: 0.4890 240/1651 [===>..........................] - ETA: 7:08 - loss: 316.6364 - logits_profile_predictions_loss: 310.5228 - logcount_predictions_loss: 0.4891 241/1651 [===>..........................] - ETA: 7:07 - loss: 316.6373 - logits_profile_predictions_loss: 310.5228 - logcount_predictions_loss: 0.4892 242/1651 [===>..........................] - ETA: 7:07 - loss: 316.6383 - logits_profile_predictions_loss: 310.5229 - logcount_predictions_loss: 0.4892 243/1651 [===>..........................] - ETA: 7:07 - loss: 316.6392 - logits_profile_predictions_loss: 310.5227 - logcount_predictions_loss: 0.4893 244/1651 [===>..........................] - ETA: 7:06 - loss: 316.6400 - logits_profile_predictions_loss: 310.5225 - logcount_predictions_loss: 0.4894 245/1651 [===>..........................] - ETA: 7:06 - loss: 316.6409 - logits_profile_predictions_loss: 310.5224 - logcount_predictions_loss: 0.4895 246/1651 [===>..........................] - ETA: 7:06 - loss: 316.6418 - logits_profile_predictions_loss: 310.5223 - logcount_predictions_loss: 0.4896 247/1651 [===>..........................] - ETA: 7:05 - loss: 316.6432 - logits_profile_predictions_loss: 310.5227 - logcount_predictions_loss: 0.4896 248/1651 [===>..........................] - ETA: 7:05 - loss: 316.6442 - logits_profile_predictions_loss: 310.5228 - logcount_predictions_loss: 0.4897 249/1651 [===>..........................] - ETA: 7:05 - loss: 316.6450 - logits_profile_predictions_loss: 310.5226 - logcount_predictions_loss: 0.4898 250/1651 [===>..........................] - ETA: 7:05 - loss: 316.6450 - logits_profile_predictions_loss: 310.5216 - logcount_predictions_loss: 0.4899 251/1651 [===>..........................] - ETA: 7:04 - loss: 316.6458 - logits_profile_predictions_loss: 310.5215 - logcount_predictions_loss: 0.4899 252/1651 [===>..........................] - ETA: 7:04 - loss: 316.6469 - logits_profile_predictions_loss: 310.5217 - logcount_predictions_loss: 0.4900 253/1651 [===>..........................] - ETA: 7:04 - loss: 316.6488 - logits_profile_predictions_loss: 310.5227 - logcount_predictions_loss: 0.4901 254/1651 [===>..........................] - ETA: 7:03 - loss: 316.6511 - logits_profile_predictions_loss: 310.5241 - logcount_predictions_loss: 0.4902 255/1651 [===>..........................] - ETA: 7:03 - loss: 316.6531 - logits_profile_predictions_loss: 310.5251 - logcount_predictions_loss: 0.4902 256/1651 [===>..........................] - ETA: 7:03 - loss: 316.6555 - logits_profile_predictions_loss: 310.5266 - logcount_predictions_loss: 0.4903 257/1651 [===>..........................] - ETA: 7:02 - loss: 316.6583 - logits_profile_predictions_loss: 310.5286 - logcount_predictions_loss: 0.4904 258/1651 [===>..........................] - ETA: 7:02 - loss: 316.6614 - logits_profile_predictions_loss: 310.5308 - logcount_predictions_loss: 0.4905 259/1651 [===>..........................] - ETA: 7:02 - loss: 316.6642 - logits_profile_predictions_loss: 310.5327 - logcount_predictions_loss: 0.4905 260/1651 [===>..........................] - ETA: 7:02 - loss: 316.6670 - logits_profile_predictions_loss: 310.5346 - logcount_predictions_loss: 0.4906 261/1651 [===>..........................] - ETA: 7:01 - loss: 316.6703 - logits_profile_predictions_loss: 310.5371 - logcount_predictions_loss: 0.4907 262/1651 [===>..........................] - ETA: 7:01 - loss: 316.6734 - logits_profile_predictions_loss: 310.5393 - logcount_predictions_loss: 0.4907 263/1651 [===>..........................] - ETA: 7:01 - loss: 316.6760 - logits_profile_predictions_loss: 310.5411 - logcount_predictions_loss: 0.4908 264/1651 [===>..........................] - ETA: 7:00 - loss: 316.6781 - logits_profile_predictions_loss: 310.5424 - logcount_predictions_loss: 0.4909 265/1651 [===>..........................] - ETA: 7:00 - loss: 316.6805 - logits_profile_predictions_loss: 310.5440 - logcount_predictions_loss: 0.4909 266/1651 [===>..........................] - ETA: 7:00 - loss: 316.6828 - logits_profile_predictions_loss: 310.5455 - logcount_predictions_loss: 0.4910 267/1651 [===>..........................] - ETA: 6:59 - loss: 316.6853 - logits_profile_predictions_loss: 310.5473 - logcount_predictions_loss: 0.4910 268/1651 [===>..........................] - ETA: 6:59 - loss: 316.6880 - logits_profile_predictions_loss: 310.5492 - logcount_predictions_loss: 0.4911 269/1651 [===>..........................] - ETA: 6:59 - loss: 316.6899 - logits_profile_predictions_loss: 310.5503 - logcount_predictions_loss: 0.4912 270/1651 [===>..........................] - ETA: 6:59 - loss: 316.6920 - logits_profile_predictions_loss: 310.5517 - logcount_predictions_loss: 0.4912 271/1651 [===>..........................] - ETA: 6:58 - loss: 316.6939 - logits_profile_predictions_loss: 310.5529 - logcount_predictions_loss: 0.4913 272/1651 [===>..........................] - ETA: 6:58 - loss: 316.6963 - logits_profile_predictions_loss: 310.5545 - logcount_predictions_loss: 0.4913 273/1651 [===>..........................] - ETA: 6:58 - loss: 316.6993 - logits_profile_predictions_loss: 310.5568 - logcount_predictions_loss: 0.4914 274/1651 [===>..........................] - ETA: 6:57 - loss: 316.7026 - logits_profile_predictions_loss: 310.5593 - logcount_predictions_loss: 0.4915 275/1651 [===>..........................] - ETA: 6:57 - loss: 316.7060 - logits_profile_predictions_loss: 310.5621 - logcount_predictions_loss: 0.4915 276/1651 [====>.........................] - ETA: 6:57 - loss: 316.7096 - logits_profile_predictions_loss: 310.5649 - logcount_predictions_loss: 0.4916 277/1651 [====>.........................] - ETA: 6:57 - loss: 316.7134 - logits_profile_predictions_loss: 310.5680 - logcount_predictions_loss: 0.4916 278/1651 [====>.........................] - ETA: 6:56 - loss: 316.7171 - logits_profile_predictions_loss: 310.5711 - logcount_predictions_loss: 0.4917 279/1651 [====>.........................] - ETA: 6:56 - loss: 316.7208 - logits_profile_predictions_loss: 310.5741 - logcount_predictions_loss: 0.4917 280/1651 [====>.........................] - ETA: 6:56 - loss: 316.7246 - logits_profile_predictions_loss: 310.5772 - logcount_predictions_loss: 0.4918 281/1651 [====>.........................] - ETA: 6:55 - loss: 316.7285 - logits_profile_predictions_loss: 310.5803 - logcount_predictions_loss: 0.4918 282/1651 [====>.........................] - ETA: 6:55 - loss: 316.7319 - logits_profile_predictions_loss: 310.5831 - logcount_predictions_loss: 0.4919 283/1651 [====>.........................] - ETA: 6:55 - loss: 316.7352 - logits_profile_predictions_loss: 310.5857 - logcount_predictions_loss: 0.4920 284/1651 [====>.........................] - ETA: 6:54 - loss: 316.7383 - logits_profile_predictions_loss: 310.5881 - logcount_predictions_loss: 0.4920 285/1651 [====>.........................] - ETA: 6:54 - loss: 316.7410 - logits_profile_predictions_loss: 310.5901 - logcount_predictions_loss: 0.4921 286/1651 [====>.........................] - ETA: 6:54 - loss: 316.7439 - logits_profile_predictions_loss: 310.5922 - logcount_predictions_loss: 0.4921 287/1651 [====>.........................] - ETA: 6:54 - loss: 316.7469 - logits_profile_predictions_loss: 310.5945 - logcount_predictions_loss: 0.4922 288/1651 [====>.........................] - ETA: 6:53 - loss: 316.7499 - logits_profile_predictions_loss: 310.5969 - logcount_predictions_loss: 0.4922 289/1651 [====>.........................] - ETA: 6:53 - loss: 316.7529 - logits_profile_predictions_loss: 310.5993 - logcount_predictions_loss: 0.4923 290/1651 [====>.........................] - ETA: 6:53 - loss: 316.7558 - logits_profile_predictions_loss: 310.6015 - logcount_predictions_loss: 0.4923 291/1651 [====>.........................] - ETA: 6:52 - loss: 316.7590 - logits_profile_predictions_loss: 310.6041 - logcount_predictions_loss: 0.4924 292/1651 [====>.........................] - ETA: 6:52 - loss: 316.7623 - logits_profile_predictions_loss: 310.6068 - logcount_predictions_loss: 0.4924 293/1651 [====>.........................] - ETA: 6:52 - loss: 316.7656 - logits_profile_predictions_loss: 310.6094 - logcount_predictions_loss: 0.4925 294/1651 [====>.........................] - ETA: 6:51 - loss: 316.7686 - logits_profile_predictions_loss: 310.6117 - logcount_predictions_loss: 0.4925 295/1651 [====>.........................] - ETA: 6:51 - loss: 316.7714 - logits_profile_predictions_loss: 310.6139 - logcount_predictions_loss: 0.4926 296/1651 [====>.........................] - ETA: 6:51 - loss: 316.7744 - logits_profile_predictions_loss: 310.6164 - logcount_predictions_loss: 0.4926 297/1651 [====>.........................] - ETA: 6:51 - loss: 316.7780 - logits_profile_predictions_loss: 310.6193 - logcount_predictions_loss: 0.4927 298/1651 [====>.........................] - ETA: 6:50 - loss: 316.7813 - logits_profile_predictions_loss: 310.6220 - logcount_predictions_loss: 0.4927 299/1651 [====>.........................] - ETA: 6:50 - loss: 316.7844 - logits_profile_predictions_loss: 310.6244 - logcount_predictions_loss: 0.4928 300/1651 [====>.........................] - ETA: 6:50 - loss: 316.7871 - logits_profile_predictions_loss: 310.6265 - logcount_predictions_loss: 0.4929 301/1651 [====>.........................] - ETA: 6:49 - loss: 316.7900 - logits_profile_predictions_loss: 310.6287 - logcount_predictions_loss: 0.4929 302/1651 [====>.........................] - ETA: 6:49 - loss: 316.7927 - logits_profile_predictions_loss: 310.6307 - logcount_predictions_loss: 0.4930 303/1651 [====>.........................] - ETA: 6:49 - loss: 316.7954 - logits_profile_predictions_loss: 310.6328 - logcount_predictions_loss: 0.4930 304/1651 [====>.........................] - ETA: 6:48 - loss: 316.7979 - logits_profile_predictions_loss: 310.6346 - logcount_predictions_loss: 0.4931 305/1651 [====>.........................] - ETA: 6:48 - loss: 316.8003 - logits_profile_predictions_loss: 310.6362 - logcount_predictions_loss: 0.4931 306/1651 [====>.........................] - ETA: 6:48 - loss: 316.8029 - logits_profile_predictions_loss: 310.6381 - logcount_predictions_loss: 0.4932 307/1651 [====>.........................] - ETA: 6:48 - loss: 316.8056 - logits_profile_predictions_loss: 310.6402 - logcount_predictions_loss: 0.4932 308/1651 [====>.........................] - ETA: 6:47 - loss: 316.8084 - logits_profile_predictions_loss: 310.6424 - logcount_predictions_loss: 0.4933 309/1651 [====>.........................] - ETA: 6:47 - loss: 316.8110 - logits_profile_predictions_loss: 310.6443 - logcount_predictions_loss: 0.4933 310/1651 [====>.........................] - ETA: 6:47 - loss: 316.8135 - logits_profile_predictions_loss: 310.6462 - logcount_predictions_loss: 0.4934 311/1651 [====>.........................] - ETA: 6:46 - loss: 316.8157 - logits_profile_predictions_loss: 310.6477 - logcount_predictions_loss: 0.4934 312/1651 [====>.........................] - ETA: 6:46 - loss: 316.8180 - logits_profile_predictions_loss: 310.6494 - logcount_predictions_loss: 0.4935 313/1651 [====>.........................] - ETA: 6:46 - loss: 316.8199 - logits_profile_predictions_loss: 310.6507 - logcount_predictions_loss: 0.4935 314/1651 [====>.........................] - ETA: 6:45 - loss: 316.8217 - logits_profile_predictions_loss: 310.6518 - logcount_predictions_loss: 0.4936 315/1651 [====>.........................] - ETA: 6:45 - loss: 316.8233 - logits_profile_predictions_loss: 310.6528 - logcount_predictions_loss: 0.4936 316/1651 [====>.........................] - ETA: 6:45 - loss: 316.8245 - logits_profile_predictions_loss: 310.6535 - logcount_predictions_loss: 0.4937 317/1651 [====>.........................] - ETA: 6:45 - loss: 316.8256 - logits_profile_predictions_loss: 310.6539 - logcount_predictions_loss: 0.4937 318/1651 [====>.........................] - ETA: 6:44 - loss: 316.8266 - logits_profile_predictions_loss: 310.6543 - logcount_predictions_loss: 0.4938 319/1651 [====>.........................] - ETA: 6:44 - loss: 316.8277 - logits_profile_predictions_loss: 310.6548 - logcount_predictions_loss: 0.4938 320/1651 [====>.........................] - ETA: 6:44 - loss: 316.8288 - logits_profile_predictions_loss: 310.6553 - logcount_predictions_loss: 0.4939 321/1651 [====>.........................] - ETA: 6:43 - loss: 316.8298 - logits_profile_predictions_loss: 310.6557 - logcount_predictions_loss: 0.4939 322/1651 [====>.........................] - ETA: 6:43 - loss: 316.8311 - logits_profile_predictions_loss: 310.6563 - logcount_predictions_loss: 0.4940 323/1651 [====>.........................] - ETA: 6:43 - loss: 316.8324 - logits_profile_predictions_loss: 310.6571 - logcount_predictions_loss: 0.4940 324/1651 [====>.........................] - ETA: 6:42 - loss: 316.8335 - logits_profile_predictions_loss: 310.6576 - logcount_predictions_loss: 0.4941 325/1651 [====>.........................] - ETA: 6:42 - loss: 316.8345 - logits_profile_predictions_loss: 310.6580 - logcount_predictions_loss: 0.4941 326/1651 [====>.........................] - ETA: 6:42 - loss: 316.8352 - logits_profile_predictions_loss: 310.6581 - logcount_predictions_loss: 0.4942 327/1651 [====>.........................] - ETA: 6:42 - loss: 316.8359 - logits_profile_predictions_loss: 310.6583 - logcount_predictions_loss: 0.4942 328/1651 [====>.........................] - ETA: 6:41 - loss: 316.8366 - logits_profile_predictions_loss: 310.6585 - logcount_predictions_loss: 0.4942 329/1651 [====>.........................] - ETA: 6:41 - loss: 316.8376 - logits_profile_predictions_loss: 310.6589 - logcount_predictions_loss: 0.4943 330/1651 [====>.........................] - ETA: 6:41 - loss: 316.8386 - logits_profile_predictions_loss: 310.6594 - logcount_predictions_loss: 0.4943 331/1651 [=====>........................] - ETA: 6:40 - loss: 316.8396 - logits_profile_predictions_loss: 310.6600 - logcount_predictions_loss: 0.4944 332/1651 [=====>........................] - ETA: 6:40 - loss: 316.8409 - logits_profile_predictions_loss: 310.6607 - logcount_predictions_loss: 0.4944 333/1651 [=====>........................] - ETA: 6:40 - loss: 316.8424 - logits_profile_predictions_loss: 310.6617 - logcount_predictions_loss: 0.4944 334/1651 [=====>........................] - ETA: 6:39 - loss: 316.8442 - logits_profile_predictions_loss: 310.6631 - logcount_predictions_loss: 0.4945 335/1651 [=====>........................] - ETA: 6:39 - loss: 316.8460 - logits_profile_predictions_loss: 310.6644 - logcount_predictions_loss: 0.4945 336/1651 [=====>........................] - ETA: 6:39 - loss: 316.8479 - logits_profile_predictions_loss: 310.6658 - logcount_predictions_loss: 0.4946 337/1651 [=====>........................] - ETA: 6:39 - loss: 316.8496 - logits_profile_predictions_loss: 310.6671 - logcount_predictions_loss: 0.4946 338/1651 [=====>........................] - ETA: 6:38 - loss: 316.8511 - logits_profile_predictions_loss: 310.6681 - logcount_predictions_loss: 0.4946 339/1651 [=====>........................] - ETA: 6:38 - loss: 316.8527 - logits_profile_predictions_loss: 310.6693 - logcount_predictions_loss: 0.4947 340/1651 [=====>........................] - ETA: 6:38 - loss: 316.8544 - logits_profile_predictions_loss: 310.6706 - logcount_predictions_loss: 0.4947 341/1651 [=====>........................] - ETA: 6:37 - loss: 316.8559 - logits_profile_predictions_loss: 310.6716 - logcount_predictions_loss: 0.4947 342/1651 [=====>........................] - ETA: 6:37 - loss: 316.8573 - logits_profile_predictions_loss: 310.6725 - logcount_predictions_loss: 0.4948 343/1651 [=====>........................] - ETA: 6:37 - loss: 316.8588 - logits_profile_predictions_loss: 310.6735 - logcount_predictions_loss: 0.4948 344/1651 [=====>........................] - ETA: 6:36 - loss: 316.8605 - logits_profile_predictions_loss: 310.6747 - logcount_predictions_loss: 0.4949 345/1651 [=====>........................] - ETA: 6:36 - loss: 316.8623 - logits_profile_predictions_loss: 310.6761 - logcount_predictions_loss: 0.4949 346/1651 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[============================>.] - ETA: 9s - loss: 316.7292 - logits_profile_predictions_loss: 310.4895 - logcount_predictions_loss: 0.4992 1621/1651 [============================>.] - ETA: 9s - loss: 316.7287 - logits_profile_predictions_loss: 310.4891 - logcount_predictions_loss: 0.4992 1622/1651 [============================>.] - ETA: 8s - loss: 316.7284 - logits_profile_predictions_loss: 310.4887 - logcount_predictions_loss: 0.4992 1623/1651 [============================>.] - ETA: 8s - loss: 316.7280 - logits_profile_predictions_loss: 310.4884 - logcount_predictions_loss: 0.4992 1624/1651 [============================>.] - ETA: 8s - loss: 316.7276 - logits_profile_predictions_loss: 310.4880 - logcount_predictions_loss: 0.4992 1625/1651 [============================>.] - ETA: 7s - loss: 316.7272 - logits_profile_predictions_loss: 310.4877 - logcount_predictions_loss: 0.4992 1626/1651 [============================>.] - ETA: 7s - loss: 316.7268 - logits_profile_predictions_loss: 310.4873 - logcount_predictions_loss: 0.4992 1627/1651 [============================>.] - ETA: 7s - loss: 316.7265 - logits_profile_predictions_loss: 310.4869 - logcount_predictions_loss: 0.4992 1628/1651 [============================>.] - ETA: 6s - loss: 316.7261 - logits_profile_predictions_loss: 310.4866 - logcount_predictions_loss: 0.4992 1629/1651 [============================>.] - ETA: 6s - loss: 316.7257 - logits_profile_predictions_loss: 310.4862 - logcount_predictions_loss: 0.4992 1630/1651 [============================>.] - ETA: 6s - loss: 316.7253 - logits_profile_predictions_loss: 310.4858 - logcount_predictions_loss: 0.4992 1631/1651 [============================>.] - ETA: 6s - loss: 316.7249 - logits_profile_predictions_loss: 310.4855 - logcount_predictions_loss: 0.4992 1632/1651 [============================>.] - ETA: 5s - loss: 316.7245 - logits_profile_predictions_loss: 310.4851 - logcount_predictions_loss: 0.4992 1633/1651 [============================>.] - ETA: 5s - 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logits_profile_predictions_loss: 310.4796 - logcount_predictions_loss: 0.4991 1647/1651 [============================>.] - ETA: 1s - loss: 316.7184 - logits_profile_predictions_loss: 310.4792 - logcount_predictions_loss: 0.4991 1648/1651 [============================>.] - ETA: 0s - loss: 316.7180 - logits_profile_predictions_loss: 310.4788 - logcount_predictions_loss: 0.4991 1649/1651 [============================>.] - ETA: 0s - loss: 316.7175 - logits_profile_predictions_loss: 310.4784 - logcount_predictions_loss: 0.4991 1650/1651 [============================>.] - ETA: 0s - loss: 316.7171 - logits_profile_predictions_loss: 310.4780 - logcount_predictions_loss: 0.4991 1651/1651 [==============================] - ETA: 0s - loss: 316.7167 - logits_profile_predictions_loss: 310.4777 - logcount_predictions_loss: 0.4991 1651/1651 [==============================] - 522s 316ms/step - loss: 316.7163 - logits_profile_predictions_loss: 310.4773 - logcount_predictions_loss: 0.4991 - val_loss: 334.4606 - val_logits_profile_predictions_loss: 327.7644 - val_logcount_predictions_loss: 0.5357 Epoch 00005: val_loss improved from 336.52713 to 334.46057, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 6/50 1/1651 [..............................] - ETA: 8:34 - loss: 304.7592 - logits_profile_predictions_loss: 297.6096 - logcount_predictions_loss: 0.5720 2/1651 [..............................] - ETA: 8:17 - loss: 305.5947 - logits_profile_predictions_loss: 298.6055 - logcount_predictions_loss: 0.5591 3/1651 [..............................] - ETA: 8:18 - loss: 310.6438 - logits_profile_predictions_loss: 303.7277 - logcount_predictions_loss: 0.5533 4/1651 [..............................] - ETA: 8:18 - loss: 315.0890 - logits_profile_predictions_loss: 308.2318 - logcount_predictions_loss: 0.5486 5/1651 [..............................] - ETA: 8:17 - loss: 316.7841 - logits_profile_predictions_loss: 309.9848 - logcount_predictions_loss: 0.5439 6/1651 [..............................] - ETA: 8:17 - loss: 317.9716 - logits_profile_predictions_loss: 311.1739 - logcount_predictions_loss: 0.5438 7/1651 [..............................] - ETA: 8:17 - loss: 319.2479 - logits_profile_predictions_loss: 312.4380 - logcount_predictions_loss: 0.5448 8/1651 [..............................] - ETA: 8:17 - loss: 319.4940 - logits_profile_predictions_loss: 312.7055 - logcount_predictions_loss: 0.5431 9/1651 [..............................] - ETA: 8:16 - loss: 319.6954 - logits_profile_predictions_loss: 312.9111 - logcount_predictions_loss: 0.5427 10/1651 [..............................] - ETA: 8:16 - loss: 319.9477 - logits_profile_predictions_loss: 313.1617 - logcount_predictions_loss: 0.5429 11/1651 [..............................] - ETA: 8:16 - loss: 319.9008 - logits_profile_predictions_loss: 313.1277 - logcount_predictions_loss: 0.5418 12/1651 [..............................] - ETA: 8:15 - 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19/1651 [..............................] - ETA: 7:59 - loss: 319.7605 - logits_profile_predictions_loss: 313.0887 - logcount_predictions_loss: 0.5337 20/1651 [..............................] - ETA: 7:59 - loss: 319.7252 - logits_profile_predictions_loss: 313.0642 - logcount_predictions_loss: 0.5329 21/1651 [..............................] - ETA: 8:00 - loss: 319.7153 - logits_profile_predictions_loss: 313.0581 - logcount_predictions_loss: 0.5326 22/1651 [..............................] - ETA: 8:00 - loss: 319.6613 - logits_profile_predictions_loss: 313.0115 - logcount_predictions_loss: 0.5320 23/1651 [..............................] - ETA: 8:00 - loss: 319.6138 - logits_profile_predictions_loss: 312.9728 - logcount_predictions_loss: 0.5313 24/1651 [..............................] - ETA: 8:01 - loss: 319.5935 - logits_profile_predictions_loss: 312.9626 - logcount_predictions_loss: 0.5305 25/1651 [..............................] - ETA: 8:01 - loss: 319.6135 - 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[..............................] - ETA: 8:01 - loss: 319.7310 - logits_profile_predictions_loss: 313.2100 - logcount_predictions_loss: 0.5217 33/1651 [..............................] - ETA: 8:01 - loss: 319.7346 - logits_profile_predictions_loss: 313.2281 - logcount_predictions_loss: 0.5205 34/1651 [..............................] - ETA: 8:01 - loss: 319.7585 - logits_profile_predictions_loss: 313.2659 - logcount_predictions_loss: 0.5194 35/1651 [..............................] - ETA: 8:01 - loss: 319.7769 - logits_profile_predictions_loss: 313.2971 - logcount_predictions_loss: 0.5184 36/1651 [..............................] - ETA: 8:01 - loss: 319.7683 - logits_profile_predictions_loss: 313.3008 - logcount_predictions_loss: 0.5174 37/1651 [..............................] - ETA: 8:01 - loss: 319.7444 - logits_profile_predictions_loss: 313.2892 - logcount_predictions_loss: 0.5164 38/1651 [..............................] - ETA: 8:01 - loss: 319.6952 - logits_profile_predictions_loss: 313.2525 - logcount_predictions_loss: 0.5154 39/1651 [..............................] - ETA: 8:01 - loss: 319.6520 - logits_profile_predictions_loss: 313.2212 - logcount_predictions_loss: 0.5145 40/1651 [..............................] - ETA: 8:01 - loss: 319.6196 - logits_profile_predictions_loss: 313.2002 - logcount_predictions_loss: 0.5136 41/1651 [..............................] - ETA: 8:01 - loss: 319.5773 - logits_profile_predictions_loss: 313.1685 - logcount_predictions_loss: 0.5127 42/1651 [..............................] - ETA: 8:01 - loss: 319.5159 - logits_profile_predictions_loss: 313.1176 - logcount_predictions_loss: 0.5119 43/1651 [..............................] - ETA: 8:00 - loss: 319.4556 - logits_profile_predictions_loss: 313.0670 - logcount_predictions_loss: 0.5111 44/1651 [..............................] - ETA: 8:00 - loss: 319.3888 - logits_profile_predictions_loss: 313.0084 - logcount_predictions_loss: 0.5104 45/1651 [..............................] - ETA: 8:00 - 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[>.............................] - ETA: 7:57 - loss: 319.1731 - logits_profile_predictions_loss: 312.9413 - logcount_predictions_loss: 0.4985 66/1651 [>.............................] - ETA: 7:56 - loss: 319.1949 - logits_profile_predictions_loss: 312.9695 - logcount_predictions_loss: 0.4980 67/1651 [>.............................] - ETA: 7:56 - loss: 319.2145 - logits_profile_predictions_loss: 312.9957 - logcount_predictions_loss: 0.4975 68/1651 [>.............................] - ETA: 7:56 - loss: 319.2327 - logits_profile_predictions_loss: 313.0203 - logcount_predictions_loss: 0.4970 69/1651 [>.............................] - ETA: 7:56 - loss: 319.2428 - logits_profile_predictions_loss: 313.0369 - logcount_predictions_loss: 0.4965 70/1651 [>.............................] - ETA: 7:56 - loss: 319.2544 - logits_profile_predictions_loss: 313.0549 - logcount_predictions_loss: 0.4960 71/1651 [>.............................] - ETA: 7:55 - loss: 319.2685 - logits_profile_predictions_loss: 313.0752 - logcount_predictions_loss: 0.4955 72/1651 [>.............................] - ETA: 7:55 - loss: 319.2811 - logits_profile_predictions_loss: 313.0937 - logcount_predictions_loss: 0.4950 73/1651 [>.............................] - ETA: 7:55 - loss: 319.2991 - logits_profile_predictions_loss: 313.1173 - logcount_predictions_loss: 0.4945 74/1651 [>.............................] - ETA: 7:55 - loss: 319.3147 - logits_profile_predictions_loss: 313.1383 - logcount_predictions_loss: 0.4941 75/1651 [>.............................] - ETA: 7:54 - loss: 319.3319 - logits_profile_predictions_loss: 313.1610 - logcount_predictions_loss: 0.4937 76/1651 [>.............................] - ETA: 7:54 - loss: 319.3506 - logits_profile_predictions_loss: 313.1850 - logcount_predictions_loss: 0.4932 77/1651 [>.............................] - ETA: 7:54 - loss: 319.3677 - logits_profile_predictions_loss: 313.2070 - logcount_predictions_loss: 0.4929 78/1651 [>.............................] - ETA: 7:54 - 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logits_profile_predictions_loss: 310.6319 - logcount_predictions_loss: 0.4858 248/1651 [===>..........................] - ETA: 7:05 - loss: 316.6974 - logits_profile_predictions_loss: 310.6243 - logcount_predictions_loss: 0.4858 249/1651 [===>..........................] - ETA: 7:05 - loss: 316.6892 - logits_profile_predictions_loss: 310.6160 - logcount_predictions_loss: 0.4859 250/1651 [===>..........................] - ETA: 7:05 - loss: 316.6810 - logits_profile_predictions_loss: 310.6078 - logcount_predictions_loss: 0.4859 251/1651 [===>..........................] - ETA: 7:04 - loss: 316.6733 - logits_profile_predictions_loss: 310.6001 - logcount_predictions_loss: 0.4859 252/1651 [===>..........................] - ETA: 7:04 - loss: 316.6660 - logits_profile_predictions_loss: 310.5928 - logcount_predictions_loss: 0.4859 253/1651 [===>..........................] - ETA: 7:04 - loss: 316.6587 - logits_profile_predictions_loss: 310.5854 - logcount_predictions_loss: 0.4859 254/1651 [===>..........................] - ETA: 7:03 - loss: 316.6514 - logits_profile_predictions_loss: 310.5782 - logcount_predictions_loss: 0.4859 255/1651 [===>..........................] - ETA: 7:03 - loss: 316.6443 - logits_profile_predictions_loss: 310.5709 - logcount_predictions_loss: 0.4859 256/1651 [===>..........................] - ETA: 7:03 - loss: 316.6369 - logits_profile_predictions_loss: 310.5636 - logcount_predictions_loss: 0.4859 257/1651 [===>..........................] - ETA: 7:02 - loss: 316.6294 - logits_profile_predictions_loss: 310.5561 - logcount_predictions_loss: 0.4859 258/1651 [===>..........................] - ETA: 7:02 - loss: 316.6215 - logits_profile_predictions_loss: 310.5482 - logcount_predictions_loss: 0.4859 259/1651 [===>..........................] - ETA: 7:02 - loss: 316.6146 - logits_profile_predictions_loss: 310.5413 - logcount_predictions_loss: 0.4859 260/1651 [===>..........................] - ETA: 7:02 - loss: 316.6076 - logits_profile_predictions_loss: 310.5343 - logcount_predictions_loss: 0.4859 261/1651 [===>..........................] - ETA: 7:01 - loss: 316.6005 - logits_profile_predictions_loss: 310.5272 - logcount_predictions_loss: 0.4859 262/1651 [===>..........................] - ETA: 7:01 - loss: 316.5936 - logits_profile_predictions_loss: 310.5203 - logcount_predictions_loss: 0.4859 263/1651 [===>..........................] - ETA: 7:01 - loss: 316.5865 - logits_profile_predictions_loss: 310.5131 - logcount_predictions_loss: 0.4859 264/1651 [===>..........................] - ETA: 7:00 - loss: 316.5790 - logits_profile_predictions_loss: 310.5056 - logcount_predictions_loss: 0.4859 265/1651 [===>..........................] - ETA: 7:00 - loss: 316.5715 - logits_profile_predictions_loss: 310.4980 - logcount_predictions_loss: 0.4859 266/1651 [===>..........................] - ETA: 7:00 - loss: 316.5644 - logits_profile_predictions_loss: 310.4908 - logcount_predictions_loss: 0.4859 267/1651 [===>..........................] - ETA: 6:59 - loss: 316.5575 - logits_profile_predictions_loss: 310.4838 - logcount_predictions_loss: 0.4859 268/1651 [===>..........................] - ETA: 6:59 - loss: 316.5511 - logits_profile_predictions_loss: 310.4773 - logcount_predictions_loss: 0.4859 269/1651 [===>..........................] - ETA: 6:59 - loss: 316.5451 - logits_profile_predictions_loss: 310.4712 - logcount_predictions_loss: 0.4859 270/1651 [===>..........................] - ETA: 6:59 - loss: 316.5402 - logits_profile_predictions_loss: 310.4662 - logcount_predictions_loss: 0.4859 271/1651 [===>..........................] - ETA: 6:58 - loss: 316.5355 - logits_profile_predictions_loss: 310.4613 - logcount_predictions_loss: 0.4859 272/1651 [===>..........................] - ETA: 6:58 - loss: 316.5306 - logits_profile_predictions_loss: 310.4562 - logcount_predictions_loss: 0.4860 273/1651 [===>..........................] - ETA: 6:58 - loss: 316.5257 - logits_profile_predictions_loss: 310.4510 - logcount_predictions_loss: 0.4860 274/1651 [===>..........................] - ETA: 6:57 - loss: 316.5209 - logits_profile_predictions_loss: 310.4460 - logcount_predictions_loss: 0.4860 275/1651 [===>..........................] - ETA: 6:57 - loss: 316.5164 - logits_profile_predictions_loss: 310.4412 - logcount_predictions_loss: 0.4860 276/1651 [====>.........................] - ETA: 6:57 - loss: 316.5122 - logits_profile_predictions_loss: 310.4367 - logcount_predictions_loss: 0.4860 277/1651 [====>.........................] - ETA: 6:56 - loss: 316.5080 - logits_profile_predictions_loss: 310.4322 - logcount_predictions_loss: 0.4861 278/1651 [====>.........................] - ETA: 6:56 - loss: 316.5039 - logits_profile_predictions_loss: 310.4277 - logcount_predictions_loss: 0.4861 279/1651 [====>.........................] - ETA: 6:56 - loss: 316.5000 - logits_profile_predictions_loss: 310.4235 - logcount_predictions_loss: 0.4861 280/1651 [====>.........................] - ETA: 6:56 - loss: 316.4969 - logits_profile_predictions_loss: 310.4200 - logcount_predictions_loss: 0.4862 281/1651 [====>.........................] - ETA: 6:55 - loss: 316.4937 - logits_profile_predictions_loss: 310.4165 - logcount_predictions_loss: 0.4862 282/1651 [====>.........................] - ETA: 6:55 - loss: 316.4901 - logits_profile_predictions_loss: 310.4126 - logcount_predictions_loss: 0.4862 283/1651 [====>.........................] - ETA: 6:55 - loss: 316.4865 - logits_profile_predictions_loss: 310.4087 - logcount_predictions_loss: 0.4862 284/1651 [====>.........................] - ETA: 6:54 - loss: 316.4825 - logits_profile_predictions_loss: 310.4042 - logcount_predictions_loss: 0.4863 285/1651 [====>.........................] - ETA: 6:54 - loss: 316.4784 - logits_profile_predictions_loss: 310.3998 - logcount_predictions_loss: 0.4863 286/1651 [====>.........................] - ETA: 6:54 - loss: 316.4742 - logits_profile_predictions_loss: 310.3952 - logcount_predictions_loss: 0.4863 287/1651 [====>.........................] - ETA: 6:54 - loss: 316.4699 - logits_profile_predictions_loss: 310.3905 - logcount_predictions_loss: 0.4864 288/1651 [====>.........................] - ETA: 6:53 - loss: 316.4654 - logits_profile_predictions_loss: 310.3856 - logcount_predictions_loss: 0.4864 289/1651 [====>.........................] - ETA: 6:53 - loss: 316.4608 - logits_profile_predictions_loss: 310.3807 - logcount_predictions_loss: 0.4864 290/1651 [====>.........................] - ETA: 6:53 - loss: 316.4559 - logits_profile_predictions_loss: 310.3754 - logcount_predictions_loss: 0.4864 291/1651 [====>.........................] - ETA: 6:52 - loss: 316.4506 - logits_profile_predictions_loss: 310.3697 - logcount_predictions_loss: 0.4865 292/1651 [====>.........................] - ETA: 6:52 - loss: 316.4454 - logits_profile_predictions_loss: 310.3640 - logcount_predictions_loss: 0.4865 293/1651 [====>.........................] - ETA: 6:52 - loss: 316.4403 - logits_profile_predictions_loss: 310.3586 - logcount_predictions_loss: 0.4865 294/1651 [====>.........................] - ETA: 6:51 - loss: 316.4352 - logits_profile_predictions_loss: 310.3530 - logcount_predictions_loss: 0.4866 295/1651 [====>.........................] - ETA: 6:51 - loss: 316.4307 - logits_profile_predictions_loss: 310.3480 - logcount_predictions_loss: 0.4866 296/1651 [====>.........................] - ETA: 6:51 - loss: 316.4259 - logits_profile_predictions_loss: 310.3427 - logcount_predictions_loss: 0.4867 297/1651 [====>.........................] - ETA: 6:51 - loss: 316.4212 - logits_profile_predictions_loss: 310.3375 - logcount_predictions_loss: 0.4867 298/1651 [====>.........................] - ETA: 6:50 - loss: 316.4165 - logits_profile_predictions_loss: 310.3323 - logcount_predictions_loss: 0.4867 299/1651 [====>.........................] - ETA: 6:50 - loss: 316.4117 - logits_profile_predictions_loss: 310.3271 - logcount_predictions_loss: 0.4868 300/1651 [====>.........................] - ETA: 6:50 - loss: 316.4066 - logits_profile_predictions_loss: 310.3217 - logcount_predictions_loss: 0.4868 301/1651 [====>.........................] - ETA: 6:49 - loss: 316.4017 - logits_profile_predictions_loss: 310.3163 - logcount_predictions_loss: 0.4868 302/1651 [====>.........................] - ETA: 6:49 - loss: 316.3968 - logits_profile_predictions_loss: 310.3110 - logcount_predictions_loss: 0.4869 303/1651 [====>.........................] - ETA: 6:49 - loss: 316.3919 - logits_profile_predictions_loss: 310.3058 - logcount_predictions_loss: 0.4869 304/1651 [====>.........................] - ETA: 6:48 - loss: 316.3872 - logits_profile_predictions_loss: 310.3006 - logcount_predictions_loss: 0.4869 305/1651 [====>.........................] - ETA: 6:48 - loss: 316.3830 - logits_profile_predictions_loss: 310.2961 - logcount_predictions_loss: 0.4870 306/1651 [====>.........................] - ETA: 6:48 - loss: 316.3790 - logits_profile_predictions_loss: 310.2918 - logcount_predictions_loss: 0.4870 307/1651 [====>.........................] - ETA: 6:48 - loss: 316.3752 - logits_profile_predictions_loss: 310.2876 - logcount_predictions_loss: 0.4870 308/1651 [====>.........................] - ETA: 6:47 - loss: 316.3715 - logits_profile_predictions_loss: 310.2835 - logcount_predictions_loss: 0.4870 309/1651 [====>.........................] - ETA: 6:47 - loss: 316.3676 - logits_profile_predictions_loss: 310.2793 - logcount_predictions_loss: 0.4871 310/1651 [====>.........................] - ETA: 6:47 - loss: 316.3638 - logits_profile_predictions_loss: 310.2752 - logcount_predictions_loss: 0.4871 311/1651 [====>.........................] - ETA: 6:46 - loss: 316.3600 - logits_profile_predictions_loss: 310.2711 - logcount_predictions_loss: 0.4871 312/1651 [====>.........................] - ETA: 6:46 - loss: 316.3566 - logits_profile_predictions_loss: 310.2674 - logcount_predictions_loss: 0.4871 313/1651 [====>.........................] - ETA: 6:46 - loss: 316.3532 - logits_profile_predictions_loss: 310.2637 - logcount_predictions_loss: 0.4872 314/1651 [====>.........................] - ETA: 6:45 - loss: 316.3498 - logits_profile_predictions_loss: 310.2599 - logcount_predictions_loss: 0.4872 315/1651 [====>.........................] - ETA: 6:45 - loss: 316.3464 - logits_profile_predictions_loss: 310.2563 - logcount_predictions_loss: 0.4872 316/1651 [====>.........................] - ETA: 6:45 - loss: 316.3427 - logits_profile_predictions_loss: 310.2524 - logcount_predictions_loss: 0.4872 317/1651 [====>.........................] - ETA: 6:45 - loss: 316.3392 - logits_profile_predictions_loss: 310.2485 - logcount_predictions_loss: 0.4873 318/1651 [====>.........................] - ETA: 6:44 - loss: 316.3353 - logits_profile_predictions_loss: 310.2444 - logcount_predictions_loss: 0.4873 319/1651 [====>.........................] - ETA: 6:44 - loss: 316.3316 - logits_profile_predictions_loss: 310.2405 - logcount_predictions_loss: 0.4873 320/1651 [====>.........................] - ETA: 6:44 - loss: 316.3282 - logits_profile_predictions_loss: 310.2368 - logcount_predictions_loss: 0.4873 321/1651 [====>.........................] - ETA: 6:43 - loss: 316.3246 - logits_profile_predictions_loss: 310.2329 - logcount_predictions_loss: 0.4873 322/1651 [====>.........................] - ETA: 6:43 - loss: 316.3214 - logits_profile_predictions_loss: 310.2294 - logcount_predictions_loss: 0.4874 323/1651 [====>.........................] - ETA: 6:43 - loss: 316.3177 - logits_profile_predictions_loss: 310.2254 - logcount_predictions_loss: 0.4874 324/1651 [====>.........................] - ETA: 6:42 - loss: 316.3138 - logits_profile_predictions_loss: 310.2213 - logcount_predictions_loss: 0.4874 325/1651 [====>.........................] - ETA: 6:42 - loss: 316.3096 - logits_profile_predictions_loss: 310.2169 - logcount_predictions_loss: 0.4874 326/1651 [====>.........................] - ETA: 6:42 - loss: 316.3055 - logits_profile_predictions_loss: 310.2125 - logcount_predictions_loss: 0.4874 327/1651 [====>.........................] - ETA: 6:42 - loss: 316.3014 - logits_profile_predictions_loss: 310.2083 - logcount_predictions_loss: 0.4875 328/1651 [====>.........................] - ETA: 6:41 - loss: 316.2971 - logits_profile_predictions_loss: 310.2037 - logcount_predictions_loss: 0.4875 329/1651 [====>.........................] - ETA: 6:41 - loss: 316.2931 - logits_profile_predictions_loss: 310.1996 - logcount_predictions_loss: 0.4875 330/1651 [====>.........................] - ETA: 6:41 - loss: 316.2895 - logits_profile_predictions_loss: 310.1957 - logcount_predictions_loss: 0.4875 331/1651 [=====>........................] - ETA: 6:40 - loss: 316.2861 - logits_profile_predictions_loss: 310.1922 - logcount_predictions_loss: 0.4875 332/1651 [=====>........................] - ETA: 6:40 - loss: 316.2828 - logits_profile_predictions_loss: 310.1888 - logcount_predictions_loss: 0.4875 333/1651 [=====>........................] - ETA: 6:40 - loss: 316.2796 - logits_profile_predictions_loss: 310.1854 - logcount_predictions_loss: 0.4875 334/1651 [=====>........................] - ETA: 6:39 - loss: 316.2760 - logits_profile_predictions_loss: 310.1816 - logcount_predictions_loss: 0.4876 335/1651 [=====>........................] - ETA: 6:39 - loss: 316.2726 - logits_profile_predictions_loss: 310.1780 - logcount_predictions_loss: 0.4876 336/1651 [=====>........................] - ETA: 6:39 - loss: 316.2688 - logits_profile_predictions_loss: 310.1741 - logcount_predictions_loss: 0.4876 337/1651 [=====>........................] - ETA: 6:38 - loss: 316.2651 - logits_profile_predictions_loss: 310.1702 - logcount_predictions_loss: 0.4876 338/1651 [=====>........................] - ETA: 6:38 - loss: 316.2614 - logits_profile_predictions_loss: 310.1662 - logcount_predictions_loss: 0.4876 339/1651 [=====>........................] - ETA: 6:38 - loss: 316.2575 - logits_profile_predictions_loss: 310.1622 - logcount_predictions_loss: 0.4876 340/1651 [=====>........................] - ETA: 6:38 - loss: 316.2538 - logits_profile_predictions_loss: 310.1583 - logcount_predictions_loss: 0.4876 341/1651 [=====>........................] - ETA: 6:37 - loss: 316.2502 - logits_profile_predictions_loss: 310.1545 - logcount_predictions_loss: 0.4877 342/1651 [=====>........................] - ETA: 6:37 - loss: 316.2466 - logits_profile_predictions_loss: 310.1508 - logcount_predictions_loss: 0.4877 343/1651 [=====>........................] - ETA: 6:37 - loss: 316.2431 - logits_profile_predictions_loss: 310.1471 - logcount_predictions_loss: 0.4877 344/1651 [=====>........................] - ETA: 6:36 - loss: 316.2397 - logits_profile_predictions_loss: 310.1435 - logcount_predictions_loss: 0.4877 345/1651 [=====>........................] - ETA: 6:36 - loss: 316.2364 - logits_profile_predictions_loss: 310.1400 - logcount_predictions_loss: 0.4877 346/1651 [=====>........................] - ETA: 6:36 - loss: 316.2329 - logits_profile_predictions_loss: 310.1363 - logcount_predictions_loss: 0.4877 347/1651 [=====>........................] - ETA: 6:35 - loss: 316.2298 - logits_profile_predictions_loss: 310.1331 - logcount_predictions_loss: 0.4877 348/1651 [=====>........................] - ETA: 6:35 - loss: 316.2270 - logits_profile_predictions_loss: 310.1302 - logcount_predictions_loss: 0.4878 349/1651 [=====>........................] - ETA: 6:35 - loss: 316.2246 - logits_profile_predictions_loss: 310.1275 - logcount_predictions_loss: 0.4878 350/1651 [=====>........................] - ETA: 6:35 - loss: 316.2221 - logits_profile_predictions_loss: 310.1249 - logcount_predictions_loss: 0.4878 351/1651 [=====>........................] - ETA: 6:34 - loss: 316.2197 - logits_profile_predictions_loss: 310.1223 - logcount_predictions_loss: 0.4878 352/1651 [=====>........................] - ETA: 6:34 - loss: 316.2171 - logits_profile_predictions_loss: 310.1196 - logcount_predictions_loss: 0.4878 353/1651 [=====>........................] - ETA: 6:34 - loss: 316.2149 - logits_profile_predictions_loss: 310.1172 - logcount_predictions_loss: 0.4878 354/1651 [=====>........................] - ETA: 6:33 - loss: 316.2128 - logits_profile_predictions_loss: 310.1150 - logcount_predictions_loss: 0.4878 355/1651 [=====>........................] - ETA: 6:33 - loss: 316.2104 - logits_profile_predictions_loss: 310.1124 - logcount_predictions_loss: 0.4878 356/1651 [=====>........................] - ETA: 6:33 - loss: 316.2080 - logits_profile_predictions_loss: 310.1099 - logcount_predictions_loss: 0.4879 357/1651 [=====>........................] - ETA: 6:32 - loss: 316.2059 - logits_profile_predictions_loss: 310.1076 - logcount_predictions_loss: 0.4879 358/1651 [=====>........................] - ETA: 6:32 - loss: 316.2040 - logits_profile_predictions_loss: 310.1055 - logcount_predictions_loss: 0.4879 359/1651 [=====>........................] - ETA: 6:32 - loss: 316.2017 - logits_profile_predictions_loss: 310.1031 - logcount_predictions_loss: 0.4879 360/1651 [=====>........................] - ETA: 6:32 - loss: 316.1995 - logits_profile_predictions_loss: 310.1007 - logcount_predictions_loss: 0.4879 361/1651 [=====>........................] - ETA: 6:31 - loss: 316.1973 - logits_profile_predictions_loss: 310.0984 - logcount_predictions_loss: 0.4879 362/1651 [=====>........................] - ETA: 6:31 - loss: 316.1950 - logits_profile_predictions_loss: 310.0960 - logcount_predictions_loss: 0.4879 363/1651 [=====>........................] - ETA: 6:31 - loss: 316.1926 - logits_profile_predictions_loss: 310.0935 - logcount_predictions_loss: 0.4879 364/1651 [=====>........................] - ETA: 6:30 - loss: 316.1901 - logits_profile_predictions_loss: 310.0909 - logcount_predictions_loss: 0.4879 365/1651 [=====>........................] - ETA: 6:30 - loss: 316.1874 - logits_profile_predictions_loss: 310.0880 - logcount_predictions_loss: 0.4880 366/1651 [=====>........................] - ETA: 6:30 - loss: 316.1842 - logits_profile_predictions_loss: 310.0847 - logcount_predictions_loss: 0.4880 367/1651 [=====>........................] - ETA: 6:29 - loss: 316.1811 - logits_profile_predictions_loss: 310.0815 - logcount_predictions_loss: 0.4880 368/1651 [=====>........................] - ETA: 6:29 - loss: 316.1780 - logits_profile_predictions_loss: 310.0782 - logcount_predictions_loss: 0.4880 369/1651 [=====>........................] - ETA: 6:29 - loss: 316.1748 - logits_profile_predictions_loss: 310.0749 - logcount_predictions_loss: 0.4880 370/1651 [=====>........................] - ETA: 6:29 - loss: 316.1712 - logits_profile_predictions_loss: 310.0712 - logcount_predictions_loss: 0.4880 371/1651 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logits_profile_predictions_loss: 309.0781 - logcount_predictions_loss: 0.4828 1646/1651 [============================>.] - ETA: 1s - loss: 315.1120 - logits_profile_predictions_loss: 309.0779 - logcount_predictions_loss: 0.4828 1647/1651 [============================>.] - ETA: 1s - loss: 315.1117 - logits_profile_predictions_loss: 309.0776 - logcount_predictions_loss: 0.4827 1648/1651 [============================>.] - ETA: 0s - loss: 315.1115 - logits_profile_predictions_loss: 309.0774 - logcount_predictions_loss: 0.4827 1649/1651 [============================>.] - ETA: 0s - loss: 315.1112 - logits_profile_predictions_loss: 309.0771 - logcount_predictions_loss: 0.4827 1650/1651 [============================>.] - ETA: 0s - loss: 315.1109 - logits_profile_predictions_loss: 309.0769 - logcount_predictions_loss: 0.4827 1651/1651 [==============================] - ETA: 0s - loss: 315.1106 - logits_profile_predictions_loss: 309.0767 - logcount_predictions_loss: 0.4827 1651/1651 [==============================] - 522s 316ms/step - loss: 315.1103 - logits_profile_predictions_loss: 309.0764 - logcount_predictions_loss: 0.4827 - val_loss: 334.3413 - val_logits_profile_predictions_loss: 328.1559 - val_logcount_predictions_loss: 0.4948 Epoch 00006: val_loss improved from 334.46057 to 334.34131, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 7/50 1/1651 [..............................] - ETA: 8:40 - loss: 326.9487 - logits_profile_predictions_loss: 319.8016 - logcount_predictions_loss: 0.5718 2/1651 [..............................] - ETA: 8:18 - loss: 325.3818 - logits_profile_predictions_loss: 318.3986 - logcount_predictions_loss: 0.5587 3/1651 [..............................] - ETA: 8:18 - loss: 324.2405 - logits_profile_predictions_loss: 317.3156 - logcount_predictions_loss: 0.5540 4/1651 [..............................] - ETA: 8:18 - loss: 322.2477 - logits_profile_predictions_loss: 315.3371 - logcount_predictions_loss: 0.5528 5/1651 [..............................] - ETA: 8:17 - loss: 320.2595 - logits_profile_predictions_loss: 313.3822 - logcount_predictions_loss: 0.5502 6/1651 [..............................] - ETA: 8:17 - loss: 318.1996 - logits_profile_predictions_loss: 311.3484 - logcount_predictions_loss: 0.5481 7/1651 [..............................] - ETA: 8:17 - loss: 316.9701 - logits_profile_predictions_loss: 310.1586 - logcount_predictions_loss: 0.5449 8/1651 [..............................] - ETA: 8:17 - loss: 315.6591 - logits_profile_predictions_loss: 308.9222 - logcount_predictions_loss: 0.5390 9/1651 [..............................] - ETA: 8:16 - loss: 314.7247 - logits_profile_predictions_loss: 308.0209 - logcount_predictions_loss: 0.5363 10/1651 [..............................] - ETA: 8:16 - loss: 314.1957 - logits_profile_predictions_loss: 307.5306 - logcount_predictions_loss: 0.5332 11/1651 [..............................] - ETA: 8:16 - loss: 313.7111 - logits_profile_predictions_loss: 307.0892 - logcount_predictions_loss: 0.5298 12/1651 [..............................] - ETA: 8:15 - loss: 313.3138 - logits_profile_predictions_loss: 306.7358 - logcount_predictions_loss: 0.5262 13/1651 [..............................] - ETA: 8:15 - loss: 312.9922 - logits_profile_predictions_loss: 306.4516 - logcount_predictions_loss: 0.5232 14/1651 [..............................] - ETA: 8:15 - loss: 312.9024 - logits_profile_predictions_loss: 306.3979 - logcount_predictions_loss: 0.5204 15/1651 [..............................] - ETA: 8:15 - loss: 312.8018 - logits_profile_predictions_loss: 306.3293 - logcount_predictions_loss: 0.5178 16/1651 [..............................] - ETA: 8:14 - loss: 312.6750 - logits_profile_predictions_loss: 306.2265 - logcount_predictions_loss: 0.5159 17/1651 [..............................] - ETA: 8:14 - loss: 312.5277 - logits_profile_predictions_loss: 306.1018 - logcount_predictions_loss: 0.5141 18/1651 [..............................] - ETA: 8:14 - loss: 312.4522 - logits_profile_predictions_loss: 306.0476 - logcount_predictions_loss: 0.5124 19/1651 [..............................] - ETA: 8:13 - loss: 312.3304 - logits_profile_predictions_loss: 305.9436 - logcount_predictions_loss: 0.5109 20/1651 [..............................] - ETA: 8:13 - loss: 312.1923 - logits_profile_predictions_loss: 305.8253 - logcount_predictions_loss: 0.5094 21/1651 [..............................] - ETA: 8:13 - loss: 312.1961 - logits_profile_predictions_loss: 305.8495 - logcount_predictions_loss: 0.5077 22/1651 [..............................] - ETA: 8:13 - loss: 312.2701 - logits_profile_predictions_loss: 305.9451 - logcount_predictions_loss: 0.5060 23/1651 [..............................] - ETA: 8:12 - loss: 312.4033 - logits_profile_predictions_loss: 306.0983 - logcount_predictions_loss: 0.5044 24/1651 [..............................] - ETA: 8:12 - 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[..............................] - ETA: 8:00 - loss: 313.8469 - logits_profile_predictions_loss: 307.7248 - logcount_predictions_loss: 0.4898 45/1651 [..............................] - ETA: 8:00 - loss: 313.8244 - logits_profile_predictions_loss: 307.7046 - logcount_predictions_loss: 0.4896 46/1651 [..............................] - ETA: 8:00 - loss: 313.7889 - logits_profile_predictions_loss: 307.6710 - logcount_predictions_loss: 0.4894 47/1651 [..............................] - ETA: 7:59 - loss: 313.7691 - logits_profile_predictions_loss: 307.6518 - logcount_predictions_loss: 0.4894 48/1651 [..............................] - ETA: 7:59 - loss: 313.7498 - logits_profile_predictions_loss: 307.6335 - logcount_predictions_loss: 0.4893 49/1651 [..............................] - ETA: 7:59 - loss: 313.7263 - logits_profile_predictions_loss: 307.6112 - logcount_predictions_loss: 0.4892 50/1651 [..............................] - ETA: 7:59 - loss: 313.7105 - logits_profile_predictions_loss: 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[>.............................] - ETA: 7:44 - loss: 313.8850 - logits_profile_predictions_loss: 307.7969 - logcount_predictions_loss: 0.4870 111/1651 [=>............................] - ETA: 7:44 - loss: 313.8837 - logits_profile_predictions_loss: 307.7965 - logcount_predictions_loss: 0.4870 112/1651 [=>............................] - ETA: 7:44 - loss: 313.8820 - logits_profile_predictions_loss: 307.7955 - logcount_predictions_loss: 0.4869 113/1651 [=>............................] - ETA: 7:44 - loss: 313.8807 - logits_profile_predictions_loss: 307.7949 - logcount_predictions_loss: 0.4869 114/1651 [=>............................] - ETA: 7:43 - loss: 313.8812 - logits_profile_predictions_loss: 307.7959 - logcount_predictions_loss: 0.4868 115/1651 [=>............................] - ETA: 7:43 - loss: 313.8786 - logits_profile_predictions_loss: 307.7938 - logcount_predictions_loss: 0.4868 116/1651 [=>............................] - ETA: 7:43 - loss: 313.8774 - 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[====>.........................] - ETA: 6:52 - loss: 313.6896 - logits_profile_predictions_loss: 307.6961 - logcount_predictions_loss: 0.4795 293/1651 [====>.........................] - ETA: 6:51 - loss: 313.6888 - logits_profile_predictions_loss: 307.6960 - logcount_predictions_loss: 0.4794 294/1651 [====>.........................] - ETA: 6:51 - loss: 313.6881 - logits_profile_predictions_loss: 307.6959 - logcount_predictions_loss: 0.4794 295/1651 [====>.........................] - ETA: 6:51 - loss: 313.6873 - logits_profile_predictions_loss: 307.6957 - logcount_predictions_loss: 0.4793 296/1651 [====>.........................] - ETA: 6:51 - loss: 313.6867 - logits_profile_predictions_loss: 307.6957 - logcount_predictions_loss: 0.4793 297/1651 [====>.........................] - ETA: 6:50 - loss: 313.6862 - logits_profile_predictions_loss: 307.6958 - logcount_predictions_loss: 0.4792 298/1651 [====>.........................] - ETA: 6:50 - loss: 313.6852 - 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[====>.........................] - ETA: 6:48 - loss: 313.6759 - logits_profile_predictions_loss: 307.6906 - logcount_predictions_loss: 0.4788 306/1651 [====>.........................] - ETA: 6:48 - loss: 313.6744 - logits_profile_predictions_loss: 307.6897 - logcount_predictions_loss: 0.4788 307/1651 [====>.........................] - ETA: 6:47 - loss: 313.6728 - logits_profile_predictions_loss: 307.6888 - logcount_predictions_loss: 0.4787 308/1651 [====>.........................] - ETA: 6:47 - loss: 313.6709 - logits_profile_predictions_loss: 307.6875 - logcount_predictions_loss: 0.4787 309/1651 [====>.........................] - ETA: 6:47 - loss: 313.6689 - logits_profile_predictions_loss: 307.6862 - logcount_predictions_loss: 0.4786 310/1651 [====>.........................] - ETA: 6:46 - loss: 313.6674 - logits_profile_predictions_loss: 307.6853 - logcount_predictions_loss: 0.4786 311/1651 [====>.........................] - ETA: 6:46 - loss: 313.6660 - 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[====>.........................] - ETA: 6:44 - loss: 313.6541 - logits_profile_predictions_loss: 307.6768 - logcount_predictions_loss: 0.4782 319/1651 [====>.........................] - ETA: 6:44 - loss: 313.6527 - logits_profile_predictions_loss: 307.6759 - logcount_predictions_loss: 0.4781 320/1651 [====>.........................] - ETA: 6:43 - loss: 313.6513 - logits_profile_predictions_loss: 307.6752 - logcount_predictions_loss: 0.4781 321/1651 [====>.........................] - ETA: 6:43 - loss: 313.6499 - logits_profile_predictions_loss: 307.6743 - logcount_predictions_loss: 0.4781 322/1651 [====>.........................] - ETA: 6:43 - loss: 313.6485 - logits_profile_predictions_loss: 307.6735 - logcount_predictions_loss: 0.4780 323/1651 [====>.........................] - ETA: 6:42 - loss: 313.6473 - logits_profile_predictions_loss: 307.6728 - logcount_predictions_loss: 0.4780 324/1651 [====>.........................] - ETA: 6:42 - loss: 313.6457 - 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[=====>........................] - ETA: 6:40 - loss: 313.6403 - logits_profile_predictions_loss: 307.6704 - logcount_predictions_loss: 0.4776 332/1651 [=====>........................] - ETA: 6:40 - loss: 313.6399 - logits_profile_predictions_loss: 307.6706 - logcount_predictions_loss: 0.4776 333/1651 [=====>........................] - ETA: 6:39 - loss: 313.6392 - logits_profile_predictions_loss: 307.6704 - logcount_predictions_loss: 0.4775 334/1651 [=====>........................] - ETA: 6:39 - loss: 313.6385 - logits_profile_predictions_loss: 307.6702 - logcount_predictions_loss: 0.4775 335/1651 [=====>........................] - ETA: 6:39 - loss: 313.6381 - logits_profile_predictions_loss: 307.6704 - logcount_predictions_loss: 0.4774 336/1651 [=====>........................] - ETA: 6:39 - loss: 313.6376 - logits_profile_predictions_loss: 307.6704 - logcount_predictions_loss: 0.4774 337/1651 [=====>........................] - ETA: 6:38 - loss: 313.6370 - 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[=====>........................] - ETA: 6:36 - loss: 313.6364 - logits_profile_predictions_loss: 307.6737 - logcount_predictions_loss: 0.4770 345/1651 [=====>........................] - ETA: 6:36 - loss: 313.6360 - logits_profile_predictions_loss: 307.6739 - logcount_predictions_loss: 0.4770 346/1651 [=====>........................] - ETA: 6:36 - loss: 313.6354 - logits_profile_predictions_loss: 307.6738 - logcount_predictions_loss: 0.4769 347/1651 [=====>........................] - ETA: 6:35 - loss: 313.6346 - logits_profile_predictions_loss: 307.6736 - logcount_predictions_loss: 0.4769 348/1651 [=====>........................] - ETA: 6:35 - loss: 313.6341 - logits_profile_predictions_loss: 307.6736 - logcount_predictions_loss: 0.4768 349/1651 [=====>........................] - ETA: 6:35 - loss: 313.6335 - logits_profile_predictions_loss: 307.6736 - logcount_predictions_loss: 0.4768 350/1651 [=====>........................] - ETA: 6:34 - loss: 313.6329 - 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[=====>........................] - ETA: 6:32 - loss: 313.6229 - logits_profile_predictions_loss: 307.6673 - logcount_predictions_loss: 0.4765 358/1651 [=====>........................] - ETA: 6:32 - loss: 313.6215 - logits_profile_predictions_loss: 307.6664 - logcount_predictions_loss: 0.4764 359/1651 [=====>........................] - ETA: 6:32 - loss: 313.6204 - logits_profile_predictions_loss: 307.6658 - logcount_predictions_loss: 0.4764 360/1651 [=====>........................] - ETA: 6:31 - loss: 313.6196 - logits_profile_predictions_loss: 307.6655 - logcount_predictions_loss: 0.4763 361/1651 [=====>........................] - ETA: 6:31 - loss: 313.6188 - logits_profile_predictions_loss: 307.6652 - logcount_predictions_loss: 0.4763 362/1651 [=====>........................] - ETA: 6:31 - loss: 313.6180 - logits_profile_predictions_loss: 307.6649 - logcount_predictions_loss: 0.4763 363/1651 [=====>........................] - ETA: 6:30 - loss: 313.6174 - 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[=====>........................] - ETA: 6:28 - loss: 313.6123 - logits_profile_predictions_loss: 307.6629 - logcount_predictions_loss: 0.4760 371/1651 [=====>........................] - ETA: 6:28 - loss: 313.6117 - logits_profile_predictions_loss: 307.6627 - logcount_predictions_loss: 0.4759 372/1651 [=====>........................] - ETA: 6:28 - loss: 313.6108 - logits_profile_predictions_loss: 307.6623 - logcount_predictions_loss: 0.4759 373/1651 [=====>........................] - ETA: 6:27 - loss: 313.6097 - logits_profile_predictions_loss: 307.6616 - logcount_predictions_loss: 0.4759 374/1651 [=====>........................] - ETA: 6:27 - loss: 313.6087 - logits_profile_predictions_loss: 307.6609 - logcount_predictions_loss: 0.4758 375/1651 [=====>........................] - ETA: 6:27 - loss: 313.6077 - logits_profile_predictions_loss: 307.6603 - logcount_predictions_loss: 0.4758 376/1651 [=====>........................] - ETA: 6:27 - loss: 313.6066 - 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[=====>........................] - ETA: 6:24 - loss: 313.5984 - logits_profile_predictions_loss: 307.6541 - logcount_predictions_loss: 0.4755 384/1651 [=====>........................] - ETA: 6:24 - loss: 313.5971 - logits_profile_predictions_loss: 307.6532 - logcount_predictions_loss: 0.4755 385/1651 [=====>........................] - ETA: 6:24 - loss: 313.5958 - logits_profile_predictions_loss: 307.6523 - logcount_predictions_loss: 0.4755 386/1651 [======>.......................] - ETA: 6:24 - loss: 313.5945 - logits_profile_predictions_loss: 307.6513 - logcount_predictions_loss: 0.4755 387/1651 [======>.......................] - ETA: 6:23 - loss: 313.5931 - logits_profile_predictions_loss: 307.6503 - logcount_predictions_loss: 0.4754 388/1651 [======>.......................] - ETA: 6:23 - loss: 313.5920 - logits_profile_predictions_loss: 307.6495 - logcount_predictions_loss: 0.4754 389/1651 [======>.......................] - ETA: 6:23 - loss: 313.5910 - 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[==============================] - ETA: 0s - loss: 313.0360 - logits_profile_predictions_loss: 307.2772 - logcount_predictions_loss: 0.4607 1651/1651 [==============================] - 522s 316ms/step - loss: 313.0359 - logits_profile_predictions_loss: 307.2772 - logcount_predictions_loss: 0.4607 - val_loss: 333.5496 - val_logits_profile_predictions_loss: 327.4681 - val_logcount_predictions_loss: 0.4865 Epoch 00007: val_loss improved from 334.34131 to 333.54962, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 8/50 1/1651 [..............................] - ETA: 8:33 - loss: 291.9568 - logits_profile_predictions_loss: 287.2509 - logcount_predictions_loss: 0.3765 2/1651 [..............................] - ETA: 8:18 - loss: 301.4147 - logits_profile_predictions_loss: 296.2728 - logcount_predictions_loss: 0.4114 3/1651 [..............................] - ETA: 8:18 - loss: 303.0267 - 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[===>..........................] - ETA: 7:08 - loss: 313.8843 - logits_profile_predictions_loss: 308.4635 - logcount_predictions_loss: 0.4337 240/1651 [===>..........................] - ETA: 7:08 - loss: 313.8768 - logits_profile_predictions_loss: 308.4563 - logcount_predictions_loss: 0.4336 241/1651 [===>..........................] - ETA: 7:08 - loss: 313.8689 - logits_profile_predictions_loss: 308.4488 - logcount_predictions_loss: 0.4336 242/1651 [===>..........................] - ETA: 7:08 - loss: 313.8605 - logits_profile_predictions_loss: 308.4408 - logcount_predictions_loss: 0.4336 243/1651 [===>..........................] - ETA: 7:07 - loss: 313.8521 - logits_profile_predictions_loss: 308.4326 - logcount_predictions_loss: 0.4336 244/1651 [===>..........................] - ETA: 7:07 - loss: 313.8440 - logits_profile_predictions_loss: 308.4249 - logcount_predictions_loss: 0.4335 245/1651 [===>..........................] - ETA: 7:07 - loss: 313.8358 - 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[===>..........................] - ETA: 7:05 - loss: 313.7844 - logits_profile_predictions_loss: 308.3676 - logcount_predictions_loss: 0.4333 253/1651 [===>..........................] - ETA: 7:04 - loss: 313.7778 - logits_profile_predictions_loss: 308.3613 - logcount_predictions_loss: 0.4333 254/1651 [===>..........................] - ETA: 7:04 - loss: 313.7714 - logits_profile_predictions_loss: 308.3552 - logcount_predictions_loss: 0.4333 255/1651 [===>..........................] - ETA: 7:04 - loss: 313.7649 - logits_profile_predictions_loss: 308.3490 - logcount_predictions_loss: 0.4333 256/1651 [===>..........................] - ETA: 7:03 - loss: 313.7585 - logits_profile_predictions_loss: 308.3428 - logcount_predictions_loss: 0.4332 257/1651 [===>..........................] - ETA: 7:03 - loss: 313.7523 - logits_profile_predictions_loss: 308.3369 - logcount_predictions_loss: 0.4332 258/1651 [===>..........................] - ETA: 7:03 - loss: 313.7459 - 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logits_profile_predictions_loss: 308.2594 - logcount_predictions_loss: 0.4329 272/1651 [===>..........................] - ETA: 6:59 - loss: 313.6656 - logits_profile_predictions_loss: 308.2542 - logcount_predictions_loss: 0.4329 273/1651 [===>..........................] - ETA: 6:58 - loss: 313.6602 - logits_profile_predictions_loss: 308.2490 - logcount_predictions_loss: 0.4329 274/1651 [===>..........................] - ETA: 6:58 - loss: 313.6543 - logits_profile_predictions_loss: 308.2433 - logcount_predictions_loss: 0.4329 275/1651 [===>..........................] - ETA: 6:58 - loss: 313.6485 - logits_profile_predictions_loss: 308.2377 - logcount_predictions_loss: 0.4329 276/1651 [====>.........................] - ETA: 6:57 - loss: 313.6424 - logits_profile_predictions_loss: 308.2318 - logcount_predictions_loss: 0.4328 277/1651 [====>.........................] - ETA: 6:57 - loss: 313.6366 - logits_profile_predictions_loss: 308.2262 - logcount_predictions_loss: 0.4328 278/1651 [====>.........................] - ETA: 6:57 - loss: 313.6312 - logits_profile_predictions_loss: 308.2210 - logcount_predictions_loss: 0.4328 279/1651 [====>.........................] - ETA: 6:56 - loss: 313.6257 - logits_profile_predictions_loss: 308.2156 - logcount_predictions_loss: 0.4328 280/1651 [====>.........................] - ETA: 6:56 - loss: 313.6200 - logits_profile_predictions_loss: 308.2099 - logcount_predictions_loss: 0.4328 281/1651 [====>.........................] - ETA: 6:56 - loss: 313.6137 - logits_profile_predictions_loss: 308.2038 - logcount_predictions_loss: 0.4328 282/1651 [====>.........................] - ETA: 6:56 - loss: 313.6077 - logits_profile_predictions_loss: 308.1980 - logcount_predictions_loss: 0.4328 283/1651 [====>.........................] - ETA: 6:55 - loss: 313.6023 - logits_profile_predictions_loss: 308.1927 - logcount_predictions_loss: 0.4328 284/1651 [====>.........................] - ETA: 6:55 - loss: 313.5972 - 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[===========================>..] - ETA: 30s - loss: 311.8471 - logits_profile_predictions_loss: 306.4610 - logcount_predictions_loss: 0.4309 1553/1651 [===========================>..] - ETA: 29s - loss: 311.8468 - logits_profile_predictions_loss: 306.4607 - logcount_predictions_loss: 0.4309 1554/1651 [===========================>..] - ETA: 29s - loss: 311.8465 - logits_profile_predictions_loss: 306.4604 - logcount_predictions_loss: 0.4309 1555/1651 [===========================>..] - ETA: 29s - loss: 311.8462 - logits_profile_predictions_loss: 306.4601 - logcount_predictions_loss: 0.4309 1556/1651 [===========================>..] - ETA: 28s - loss: 311.8459 - logits_profile_predictions_loss: 306.4598 - logcount_predictions_loss: 0.4309 1557/1651 [===========================>..] - ETA: 28s - loss: 311.8456 - logits_profile_predictions_loss: 306.4595 - logcount_predictions_loss: 0.4309 1558/1651 [===========================>..] - ETA: 28s - loss: 311.8453 - 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[===========================>..] - ETA: 26s - loss: 311.8430 - logits_profile_predictions_loss: 306.4569 - logcount_predictions_loss: 0.4309 1566/1651 [===========================>..] - ETA: 25s - loss: 311.8426 - logits_profile_predictions_loss: 306.4566 - logcount_predictions_loss: 0.4309 1567/1651 [===========================>..] - ETA: 25s - loss: 311.8423 - logits_profile_predictions_loss: 306.4563 - logcount_predictions_loss: 0.4309 1568/1651 [===========================>..] - ETA: 25s - loss: 311.8420 - logits_profile_predictions_loss: 306.4559 - logcount_predictions_loss: 0.4309 1569/1651 [===========================>..] - ETA: 24s - loss: 311.8417 - logits_profile_predictions_loss: 306.4556 - logcount_predictions_loss: 0.4309 1570/1651 [===========================>..] - ETA: 24s - loss: 311.8413 - logits_profile_predictions_loss: 306.4553 - logcount_predictions_loss: 0.4309 1571/1651 [===========================>..] - ETA: 24s - loss: 311.8410 - 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[===========================>..] - ETA: 22s - loss: 311.8386 - logits_profile_predictions_loss: 306.4526 - logcount_predictions_loss: 0.4309 1579/1651 [===========================>..] - ETA: 21s - loss: 311.8382 - logits_profile_predictions_loss: 306.4523 - logcount_predictions_loss: 0.4309 1580/1651 [===========================>..] - ETA: 21s - loss: 311.8379 - logits_profile_predictions_loss: 306.4520 - logcount_predictions_loss: 0.4309 1581/1651 [===========================>..] - ETA: 21s - loss: 311.8376 - logits_profile_predictions_loss: 306.4517 - logcount_predictions_loss: 0.4309 1582/1651 [===========================>..] - ETA: 20s - loss: 311.8373 - logits_profile_predictions_loss: 306.4513 - logcount_predictions_loss: 0.4309 1583/1651 [===========================>..] - ETA: 20s - loss: 311.8369 - logits_profile_predictions_loss: 306.4510 - logcount_predictions_loss: 0.4309 1584/1651 [===========================>..] - ETA: 20s - loss: 311.8366 - 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[===========================>..] - ETA: 18s - loss: 311.8343 - logits_profile_predictions_loss: 306.4484 - logcount_predictions_loss: 0.4309 1592/1651 [===========================>..] - ETA: 17s - loss: 311.8339 - logits_profile_predictions_loss: 306.4481 - logcount_predictions_loss: 0.4309 1593/1651 [===========================>..] - ETA: 17s - loss: 311.8336 - logits_profile_predictions_loss: 306.4478 - logcount_predictions_loss: 0.4309 1594/1651 [===========================>..] - ETA: 17s - loss: 311.8332 - logits_profile_predictions_loss: 306.4474 - logcount_predictions_loss: 0.4309 1595/1651 [===========================>..] - ETA: 17s - loss: 311.8329 - logits_profile_predictions_loss: 306.4471 - logcount_predictions_loss: 0.4308 1596/1651 [============================>.] - ETA: 16s - loss: 311.8325 - logits_profile_predictions_loss: 306.4468 - logcount_predictions_loss: 0.4308 1597/1651 [============================>.] - ETA: 16s - loss: 311.8322 - 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[============================>.] - ETA: 14s - loss: 311.8295 - logits_profile_predictions_loss: 306.4438 - logcount_predictions_loss: 0.4308 1605/1651 [============================>.] - ETA: 13s - loss: 311.8291 - logits_profile_predictions_loss: 306.4434 - logcount_predictions_loss: 0.4308 1606/1651 [============================>.] - ETA: 13s - loss: 311.8287 - logits_profile_predictions_loss: 306.4430 - logcount_predictions_loss: 0.4308 1607/1651 [============================>.] - ETA: 13s - loss: 311.8282 - logits_profile_predictions_loss: 306.4426 - logcount_predictions_loss: 0.4308 1608/1651 [============================>.] - ETA: 13s - loss: 311.8278 - logits_profile_predictions_loss: 306.4422 - logcount_predictions_loss: 0.4308 1609/1651 [============================>.] - ETA: 12s - loss: 311.8274 - logits_profile_predictions_loss: 306.4417 - logcount_predictions_loss: 0.4308 1610/1651 [============================>.] - ETA: 12s - loss: 311.8269 - 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[============================>.] - ETA: 10s - loss: 311.8241 - logits_profile_predictions_loss: 306.4386 - logcount_predictions_loss: 0.4308 1618/1651 [============================>.] - ETA: 10s - loss: 311.8238 - logits_profile_predictions_loss: 306.4383 - logcount_predictions_loss: 0.4308 1619/1651 [============================>.] - ETA: 9s - loss: 311.8234 - logits_profile_predictions_loss: 306.4379 - logcount_predictions_loss: 0.4308  1620/1651 [============================>.] - ETA: 9s - loss: 311.8230 - logits_profile_predictions_loss: 306.4375 - logcount_predictions_loss: 0.4308 1621/1651 [============================>.] - ETA: 9s - loss: 311.8226 - logits_profile_predictions_loss: 306.4372 - logcount_predictions_loss: 0.4308 1622/1651 [============================>.] - ETA: 8s - loss: 311.8223 - logits_profile_predictions_loss: 306.4368 - logcount_predictions_loss: 0.4308 1623/1651 [============================>.] - ETA: 8s - loss: 311.8219 - logits_profile_predictions_loss: 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1637/1651 [============================>.] - ETA: 4s - loss: 311.8169 - logits_profile_predictions_loss: 306.4316 - logcount_predictions_loss: 0.4308 1638/1651 [============================>.] - ETA: 3s - loss: 311.8165 - logits_profile_predictions_loss: 306.4313 - logcount_predictions_loss: 0.4308 1639/1651 [============================>.] - ETA: 3s - loss: 311.8162 - logits_profile_predictions_loss: 306.4309 - logcount_predictions_loss: 0.4308 1640/1651 [============================>.] - ETA: 3s - loss: 311.8158 - logits_profile_predictions_loss: 306.4306 - logcount_predictions_loss: 0.4308 1641/1651 [============================>.] - ETA: 3s - loss: 311.8155 - logits_profile_predictions_loss: 306.4302 - logcount_predictions_loss: 0.4308 1642/1651 [============================>.] - ETA: 2s - loss: 311.8151 - logits_profile_predictions_loss: 306.4299 - logcount_predictions_loss: 0.4308 1643/1651 [============================>.] - ETA: 2s - loss: 311.8148 - logits_profile_predictions_loss: 306.4295 - logcount_predictions_loss: 0.4308 1644/1651 [============================>.] - ETA: 2s - loss: 311.8144 - logits_profile_predictions_loss: 306.4292 - logcount_predictions_loss: 0.4308 1645/1651 [============================>.] - ETA: 1s - loss: 311.8141 - logits_profile_predictions_loss: 306.4288 - logcount_predictions_loss: 0.4308 1646/1651 [============================>.] - ETA: 1s - loss: 311.8137 - logits_profile_predictions_loss: 306.4285 - logcount_predictions_loss: 0.4308 1647/1651 [============================>.] - ETA: 1s - loss: 311.8133 - logits_profile_predictions_loss: 306.4281 - logcount_predictions_loss: 0.4308 1648/1651 [============================>.] - ETA: 0s - loss: 311.8130 - logits_profile_predictions_loss: 306.4278 - logcount_predictions_loss: 0.4308 1649/1651 [============================>.] - ETA: 0s - loss: 311.8126 - logits_profile_predictions_loss: 306.4275 - logcount_predictions_loss: 0.4308 1650/1651 [============================>.] - ETA: 0s - loss: 311.8123 - logits_profile_predictions_loss: 306.4271 - logcount_predictions_loss: 0.4308 1651/1651 [==============================] - ETA: 0s - loss: 311.8120 - logits_profile_predictions_loss: 306.4268 - logcount_predictions_loss: 0.4308 1651/1651 [==============================] - 522s 316ms/step - loss: 311.8117 - logits_profile_predictions_loss: 306.4265 - logcount_predictions_loss: 0.4308 - val_loss: 333.7868 - val_logits_profile_predictions_loss: 327.6127 - val_logcount_predictions_loss: 0.4939 Epoch 00008: val_loss did not improve from 333.54962 Epoch 9/50 1/1651 [..............................] - ETA: 8:47 - loss: 336.0895 - logits_profile_predictions_loss: 331.7240 - logcount_predictions_loss: 0.3492 2/1651 [..............................] - ETA: 8:18 - loss: 337.3533 - logits_profile_predictions_loss: 332.9746 - logcount_predictions_loss: 0.3503 3/1651 [..............................] - ETA: 8:18 - loss: 334.6938 - logits_profile_predictions_loss: 330.3502 - logcount_predictions_loss: 0.3475 4/1651 [..............................] - ETA: 8:18 - loss: 329.7007 - logits_profile_predictions_loss: 325.3320 - logcount_predictions_loss: 0.3495 5/1651 [..............................] - ETA: 8:18 - loss: 327.0290 - logits_profile_predictions_loss: 322.4908 - logcount_predictions_loss: 0.3631 6/1651 [..............................] - ETA: 8:18 - loss: 325.1637 - logits_profile_predictions_loss: 320.4763 - logcount_predictions_loss: 0.3750 7/1651 [..............................] - ETA: 8:17 - loss: 323.1010 - logits_profile_predictions_loss: 318.3355 - logcount_predictions_loss: 0.3812 8/1651 [..............................] - ETA: 8:17 - loss: 321.3847 - logits_profile_predictions_loss: 316.5800 - logcount_predictions_loss: 0.3844 9/1651 [..............................] - ETA: 8:17 - loss: 319.8516 - logits_profile_predictions_loss: 314.9939 - logcount_predictions_loss: 0.3886 10/1651 [..............................] - ETA: 8:16 - loss: 318.2882 - logits_profile_predictions_loss: 313.3877 - logcount_predictions_loss: 0.3920 11/1651 [..............................] - ETA: 8:16 - loss: 316.9411 - logits_profile_predictions_loss: 312.0024 - logcount_predictions_loss: 0.3951 12/1651 [..............................] - ETA: 8:16 - loss: 315.8397 - logits_profile_predictions_loss: 310.8687 - logcount_predictions_loss: 0.3977 13/1651 [..............................] - ETA: 8:15 - loss: 314.9997 - logits_profile_predictions_loss: 310.0069 - logcount_predictions_loss: 0.3994 14/1651 [..............................] - ETA: 8:15 - loss: 314.2083 - logits_profile_predictions_loss: 309.1985 - logcount_predictions_loss: 0.4008 15/1651 [..............................] - ETA: 8:15 - loss: 313.5136 - logits_profile_predictions_loss: 308.4903 - logcount_predictions_loss: 0.4019 16/1651 [..............................] - ETA: 8:15 - loss: 312.9375 - logits_profile_predictions_loss: 307.9069 - logcount_predictions_loss: 0.4024 17/1651 [..............................] - ETA: 8:14 - loss: 312.4088 - logits_profile_predictions_loss: 307.3718 - logcount_predictions_loss: 0.4030 18/1651 [..............................] - ETA: 8:14 - loss: 311.8935 - logits_profile_predictions_loss: 306.8533 - logcount_predictions_loss: 0.4032 19/1651 [..............................] - ETA: 8:14 - loss: 311.3693 - logits_profile_predictions_loss: 306.3205 - logcount_predictions_loss: 0.4039 20/1651 [..............................] - ETA: 8:13 - loss: 310.8411 - logits_profile_predictions_loss: 305.7882 - logcount_predictions_loss: 0.4042 21/1651 [..............................] - ETA: 8:13 - loss: 310.4288 - logits_profile_predictions_loss: 305.3686 - logcount_predictions_loss: 0.4048 22/1651 [..............................] - ETA: 8:13 - loss: 310.1584 - logits_profile_predictions_loss: 305.0926 - logcount_predictions_loss: 0.4053 23/1651 [..............................] - ETA: 8:12 - 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30/1651 [..............................] - ETA: 8:10 - loss: 308.3358 - logits_profile_predictions_loss: 303.2500 - logcount_predictions_loss: 0.4069 31/1651 [..............................] - ETA: 8:10 - loss: 308.1741 - logits_profile_predictions_loss: 303.0903 - logcount_predictions_loss: 0.4067 32/1651 [..............................] - ETA: 8:10 - loss: 308.0147 - logits_profile_predictions_loss: 302.9320 - logcount_predictions_loss: 0.4066 33/1651 [..............................] - ETA: 8:10 - loss: 307.8629 - logits_profile_predictions_loss: 302.7810 - logcount_predictions_loss: 0.4066 34/1651 [..............................] - ETA: 8:09 - loss: 307.7313 - logits_profile_predictions_loss: 302.6507 - logcount_predictions_loss: 0.4064 35/1651 [..............................] - ETA: 8:09 - loss: 307.6391 - logits_profile_predictions_loss: 302.5600 - logcount_predictions_loss: 0.4063 36/1651 [..............................] - ETA: 8:09 - loss: 307.5687 - 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logits_profile_predictions_loss: 302.9070 - logcount_predictions_loss: 0.4102 207/1651 [==>...........................] - ETA: 7:18 - loss: 308.0369 - logits_profile_predictions_loss: 302.9098 - logcount_predictions_loss: 0.4102 208/1651 [==>...........................] - ETA: 7:18 - loss: 308.0401 - logits_profile_predictions_loss: 302.9130 - logcount_predictions_loss: 0.4102 209/1651 [==>...........................] - ETA: 7:18 - loss: 308.0442 - logits_profile_predictions_loss: 302.9170 - logcount_predictions_loss: 0.4102 210/1651 [==>...........................] - ETA: 7:17 - loss: 308.0481 - logits_profile_predictions_loss: 302.9210 - logcount_predictions_loss: 0.4102 211/1651 [==>...........................] - ETA: 7:17 - loss: 308.0515 - logits_profile_predictions_loss: 302.9244 - logcount_predictions_loss: 0.4102 212/1651 [==>...........................] - ETA: 7:17 - loss: 308.0555 - logits_profile_predictions_loss: 302.9283 - logcount_predictions_loss: 0.4102 213/1651 [==>...........................] - ETA: 7:16 - loss: 308.0589 - logits_profile_predictions_loss: 302.9317 - logcount_predictions_loss: 0.4102 214/1651 [==>...........................] - ETA: 7:16 - loss: 308.0628 - logits_profile_predictions_loss: 302.9357 - logcount_predictions_loss: 0.4102 215/1651 [==>...........................] - ETA: 7:16 - loss: 308.0666 - logits_profile_predictions_loss: 302.9395 - logcount_predictions_loss: 0.4102 216/1651 [==>...........................] - ETA: 7:16 - loss: 308.0709 - logits_profile_predictions_loss: 302.9438 - logcount_predictions_loss: 0.4102 217/1651 [==>...........................] - ETA: 7:15 - loss: 308.0753 - logits_profile_predictions_loss: 302.9483 - logcount_predictions_loss: 0.4102 218/1651 [==>...........................] - ETA: 7:15 - loss: 308.0797 - logits_profile_predictions_loss: 302.9526 - logcount_predictions_loss: 0.4102 219/1651 [==>...........................] - ETA: 7:15 - loss: 308.0838 - logits_profile_predictions_loss: 302.9567 - logcount_predictions_loss: 0.4102 220/1651 [==>...........................] - ETA: 7:14 - loss: 308.0875 - logits_profile_predictions_loss: 302.9605 - logcount_predictions_loss: 0.4102 221/1651 [===>..........................] - ETA: 7:14 - loss: 308.0918 - logits_profile_predictions_loss: 302.9647 - logcount_predictions_loss: 0.4102 222/1651 [===>..........................] - ETA: 7:14 - loss: 308.0955 - logits_profile_predictions_loss: 302.9685 - logcount_predictions_loss: 0.4102 223/1651 [===>..........................] - ETA: 7:13 - loss: 308.0996 - logits_profile_predictions_loss: 302.9727 - logcount_predictions_loss: 0.4102 224/1651 [===>..........................] - ETA: 7:13 - loss: 308.1036 - logits_profile_predictions_loss: 302.9768 - logcount_predictions_loss: 0.4102 225/1651 [===>..........................] - ETA: 7:13 - loss: 308.1077 - logits_profile_predictions_loss: 302.9810 - logcount_predictions_loss: 0.4101 226/1651 [===>..........................] - ETA: 7:13 - loss: 308.1121 - logits_profile_predictions_loss: 302.9855 - logcount_predictions_loss: 0.4101 227/1651 [===>..........................] - ETA: 7:12 - loss: 308.1160 - logits_profile_predictions_loss: 302.9895 - logcount_predictions_loss: 0.4101 228/1651 [===>..........................] - ETA: 7:12 - loss: 308.1202 - logits_profile_predictions_loss: 302.9939 - logcount_predictions_loss: 0.4101 229/1651 [===>..........................] - ETA: 7:12 - loss: 308.1237 - logits_profile_predictions_loss: 302.9975 - logcount_predictions_loss: 0.4101 230/1651 [===>..........................] - ETA: 7:11 - loss: 308.1276 - logits_profile_predictions_loss: 303.0016 - logcount_predictions_loss: 0.4101 231/1651 [===>..........................] - ETA: 7:11 - loss: 308.1316 - logits_profile_predictions_loss: 303.0057 - logcount_predictions_loss: 0.4101 232/1651 [===>..........................] - ETA: 7:11 - loss: 308.1348 - logits_profile_predictions_loss: 303.0090 - logcount_predictions_loss: 0.4101 233/1651 [===>..........................] - ETA: 7:10 - loss: 308.1380 - logits_profile_predictions_loss: 303.0123 - logcount_predictions_loss: 0.4101 234/1651 [===>..........................] - ETA: 7:10 - loss: 308.1411 - logits_profile_predictions_loss: 303.0156 - logcount_predictions_loss: 0.4100 235/1651 [===>..........................] - ETA: 7:10 - loss: 308.1442 - logits_profile_predictions_loss: 303.0189 - logcount_predictions_loss: 0.4100 236/1651 [===>..........................] - ETA: 7:10 - loss: 308.1477 - logits_profile_predictions_loss: 303.0226 - logcount_predictions_loss: 0.4100 237/1651 [===>..........................] - ETA: 7:09 - loss: 308.1511 - logits_profile_predictions_loss: 303.0261 - logcount_predictions_loss: 0.4100 238/1651 [===>..........................] - ETA: 7:09 - loss: 308.1538 - logits_profile_predictions_loss: 303.0289 - logcount_predictions_loss: 0.4100 239/1651 [===>..........................] - ETA: 7:09 - loss: 308.1566 - logits_profile_predictions_loss: 303.0319 - logcount_predictions_loss: 0.4100 240/1651 [===>..........................] - ETA: 7:08 - loss: 308.1591 - logits_profile_predictions_loss: 303.0345 - logcount_predictions_loss: 0.4100 241/1651 [===>..........................] - ETA: 7:08 - loss: 308.1616 - logits_profile_predictions_loss: 303.0372 - logcount_predictions_loss: 0.4100 242/1651 [===>..........................] - ETA: 7:08 - loss: 308.1641 - logits_profile_predictions_loss: 303.0398 - logcount_predictions_loss: 0.4100 243/1651 [===>..........................] - ETA: 7:07 - loss: 308.1659 - logits_profile_predictions_loss: 303.0417 - logcount_predictions_loss: 0.4099 244/1651 [===>..........................] - ETA: 7:07 - loss: 308.1682 - logits_profile_predictions_loss: 303.0441 - logcount_predictions_loss: 0.4099 245/1651 [===>..........................] - ETA: 7:07 - loss: 308.1703 - 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[===>..........................] - ETA: 7:05 - loss: 308.1938 - logits_profile_predictions_loss: 303.0709 - logcount_predictions_loss: 0.4098 253/1651 [===>..........................] - ETA: 7:04 - loss: 308.1966 - logits_profile_predictions_loss: 303.0738 - logcount_predictions_loss: 0.4098 254/1651 [===>..........................] - ETA: 7:04 - loss: 308.1993 - logits_profile_predictions_loss: 303.0767 - logcount_predictions_loss: 0.4098 255/1651 [===>..........................] - ETA: 7:04 - loss: 308.2022 - logits_profile_predictions_loss: 303.0797 - logcount_predictions_loss: 0.4098 256/1651 [===>..........................] - ETA: 7:04 - loss: 308.2052 - logits_profile_predictions_loss: 303.0829 - logcount_predictions_loss: 0.4098 257/1651 [===>..........................] - ETA: 7:03 - loss: 308.2080 - logits_profile_predictions_loss: 303.0859 - logcount_predictions_loss: 0.4098 258/1651 [===>..........................] - ETA: 7:03 - loss: 308.2108 - logits_profile_predictions_loss: 303.0889 - logcount_predictions_loss: 0.4098 259/1651 [===>..........................] - ETA: 7:03 - loss: 308.2136 - logits_profile_predictions_loss: 303.0918 - logcount_predictions_loss: 0.4097 260/1651 [===>..........................] - ETA: 7:02 - loss: 308.2164 - logits_profile_predictions_loss: 303.0948 - logcount_predictions_loss: 0.4097 261/1651 [===>..........................] - ETA: 7:02 - loss: 308.2195 - logits_profile_predictions_loss: 303.0981 - logcount_predictions_loss: 0.4097 262/1651 [===>..........................] - ETA: 7:02 - loss: 308.2232 - logits_profile_predictions_loss: 303.1019 - logcount_predictions_loss: 0.4097 263/1651 [===>..........................] - ETA: 7:01 - loss: 308.2268 - logits_profile_predictions_loss: 303.1057 - logcount_predictions_loss: 0.4097 264/1651 [===>..........................] - ETA: 7:01 - loss: 308.2307 - logits_profile_predictions_loss: 303.1096 - logcount_predictions_loss: 0.4097 265/1651 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logits_profile_predictions_loss: 303.1346 - logcount_predictions_loss: 0.4096 272/1651 [===>..........................] - ETA: 6:59 - loss: 308.2577 - logits_profile_predictions_loss: 303.1373 - logcount_predictions_loss: 0.4096 273/1651 [===>..........................] - ETA: 6:58 - loss: 308.2605 - logits_profile_predictions_loss: 303.1402 - logcount_predictions_loss: 0.4096 274/1651 [===>..........................] - ETA: 6:58 - loss: 308.2631 - logits_profile_predictions_loss: 303.1429 - logcount_predictions_loss: 0.4096 275/1651 [===>..........................] - ETA: 6:58 - loss: 308.2660 - logits_profile_predictions_loss: 303.1458 - logcount_predictions_loss: 0.4096 276/1651 [====>.........................] - ETA: 6:58 - loss: 308.2697 - logits_profile_predictions_loss: 303.1496 - logcount_predictions_loss: 0.4096 277/1651 [====>.........................] - ETA: 6:57 - loss: 308.2736 - logits_profile_predictions_loss: 303.1535 - logcount_predictions_loss: 0.4096 278/1651 [====>.........................] - ETA: 6:57 - loss: 308.2780 - logits_profile_predictions_loss: 303.1580 - logcount_predictions_loss: 0.4096 279/1651 [====>.........................] - ETA: 6:57 - loss: 308.2821 - logits_profile_predictions_loss: 303.1622 - logcount_predictions_loss: 0.4096 280/1651 [====>.........................] - ETA: 6:56 - loss: 308.2857 - logits_profile_predictions_loss: 303.1659 - logcount_predictions_loss: 0.4096 281/1651 [====>.........................] - ETA: 6:56 - loss: 308.2889 - logits_profile_predictions_loss: 303.1693 - logcount_predictions_loss: 0.4096 282/1651 [====>.........................] - ETA: 6:56 - loss: 308.2919 - logits_profile_predictions_loss: 303.1725 - logcount_predictions_loss: 0.4096 283/1651 [====>.........................] - ETA: 6:55 - loss: 308.2950 - logits_profile_predictions_loss: 303.1757 - logcount_predictions_loss: 0.4096 284/1651 [====>.........................] - ETA: 6:55 - loss: 308.2979 - logits_profile_predictions_loss: 303.1787 - logcount_predictions_loss: 0.4095 285/1651 [====>.........................] - ETA: 6:55 - loss: 308.3003 - logits_profile_predictions_loss: 303.1812 - logcount_predictions_loss: 0.4095 286/1651 [====>.........................] - ETA: 6:54 - loss: 308.3023 - logits_profile_predictions_loss: 303.1833 - logcount_predictions_loss: 0.4095 287/1651 [====>.........................] - ETA: 6:54 - loss: 308.3042 - logits_profile_predictions_loss: 303.1853 - logcount_predictions_loss: 0.4095 288/1651 [====>.........................] - ETA: 6:54 - loss: 308.3061 - logits_profile_predictions_loss: 303.1874 - logcount_predictions_loss: 0.4095 289/1651 [====>.........................] - ETA: 6:54 - loss: 308.3082 - logits_profile_predictions_loss: 303.1897 - logcount_predictions_loss: 0.4095 290/1651 [====>.........................] - ETA: 6:53 - loss: 308.3107 - logits_profile_predictions_loss: 303.1923 - logcount_predictions_loss: 0.4095 291/1651 [====>.........................] - ETA: 6:53 - loss: 308.3133 - logits_profile_predictions_loss: 303.1950 - logcount_predictions_loss: 0.4095 292/1651 [====>.........................] - ETA: 6:53 - loss: 308.3163 - logits_profile_predictions_loss: 303.1981 - logcount_predictions_loss: 0.4095 293/1651 [====>.........................] - ETA: 6:52 - loss: 308.3194 - logits_profile_predictions_loss: 303.2013 - logcount_predictions_loss: 0.4095 294/1651 [====>.........................] - ETA: 6:52 - loss: 308.3222 - logits_profile_predictions_loss: 303.2043 - logcount_predictions_loss: 0.4094 295/1651 [====>.........................] - ETA: 6:52 - loss: 308.3249 - logits_profile_predictions_loss: 303.2071 - logcount_predictions_loss: 0.4094 296/1651 [====>.........................] - ETA: 6:51 - loss: 308.3282 - logits_profile_predictions_loss: 303.2105 - logcount_predictions_loss: 0.4094 297/1651 [====>.........................] - ETA: 6:51 - loss: 308.3315 - logits_profile_predictions_loss: 303.2139 - logcount_predictions_loss: 0.4094 298/1651 [====>.........................] - ETA: 6:51 - loss: 308.3349 - logits_profile_predictions_loss: 303.2175 - logcount_predictions_loss: 0.4094 299/1651 [====>.........................] - ETA: 6:51 - loss: 308.3384 - logits_profile_predictions_loss: 303.2211 - logcount_predictions_loss: 0.4094 300/1651 [====>.........................] - ETA: 6:50 - loss: 308.3417 - logits_profile_predictions_loss: 303.2246 - logcount_predictions_loss: 0.4094 301/1651 [====>.........................] - ETA: 6:50 - loss: 308.3452 - logits_profile_predictions_loss: 303.2282 - logcount_predictions_loss: 0.4094 302/1651 [====>.........................] - ETA: 6:50 - loss: 308.3485 - logits_profile_predictions_loss: 303.2316 - logcount_predictions_loss: 0.4094 303/1651 [====>.........................] - ETA: 6:49 - loss: 308.3522 - logits_profile_predictions_loss: 303.2355 - logcount_predictions_loss: 0.4093 304/1651 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[===========================>..] - ETA: 22s - loss: 309.5809 - logits_profile_predictions_loss: 304.4682 - logcount_predictions_loss: 0.4090 1579/1651 [===========================>..] - ETA: 21s - loss: 309.5813 - logits_profile_predictions_loss: 304.4686 - logcount_predictions_loss: 0.4090 1580/1651 [===========================>..] - ETA: 21s - loss: 309.5818 - logits_profile_predictions_loss: 304.4690 - logcount_predictions_loss: 0.4090 1581/1651 [===========================>..] - ETA: 21s - loss: 309.5822 - logits_profile_predictions_loss: 304.4695 - logcount_predictions_loss: 0.4090 1582/1651 [===========================>..] - ETA: 21s - loss: 309.5826 - logits_profile_predictions_loss: 304.4699 - logcount_predictions_loss: 0.4090 1583/1651 [===========================>..] - ETA: 20s - loss: 309.5831 - logits_profile_predictions_loss: 304.4703 - logcount_predictions_loss: 0.4090 1584/1651 [===========================>..] - ETA: 20s - loss: 309.5835 - 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[===========================>..] - ETA: 18s - loss: 309.5865 - logits_profile_predictions_loss: 304.4738 - logcount_predictions_loss: 0.4090 1592/1651 [===========================>..] - ETA: 17s - loss: 309.5869 - logits_profile_predictions_loss: 304.4742 - logcount_predictions_loss: 0.4090 1593/1651 [===========================>..] - ETA: 17s - loss: 309.5873 - logits_profile_predictions_loss: 304.4746 - logcount_predictions_loss: 0.4090 1594/1651 [===========================>..] - ETA: 17s - loss: 309.5877 - logits_profile_predictions_loss: 304.4750 - logcount_predictions_loss: 0.4090 1595/1651 [===========================>..] - ETA: 17s - loss: 309.5881 - logits_profile_predictions_loss: 304.4754 - logcount_predictions_loss: 0.4090 1596/1651 [============================>.] - ETA: 16s - loss: 309.5885 - logits_profile_predictions_loss: 304.4758 - logcount_predictions_loss: 0.4090 1597/1651 [============================>.] - ETA: 16s - loss: 309.5889 - 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[============================>.] - ETA: 14s - loss: 309.5916 - logits_profile_predictions_loss: 304.4789 - logcount_predictions_loss: 0.4090 1605/1651 [============================>.] - ETA: 14s - loss: 309.5919 - logits_profile_predictions_loss: 304.4793 - logcount_predictions_loss: 0.4090 1606/1651 [============================>.] - ETA: 13s - loss: 309.5923 - logits_profile_predictions_loss: 304.4796 - logcount_predictions_loss: 0.4090 1607/1651 [============================>.] - ETA: 13s - loss: 309.5927 - logits_profile_predictions_loss: 304.4800 - logcount_predictions_loss: 0.4090 1608/1651 [============================>.] - ETA: 13s - loss: 309.5930 - logits_profile_predictions_loss: 304.4804 - logcount_predictions_loss: 0.4090 1609/1651 [============================>.] - ETA: 12s - loss: 309.5934 - logits_profile_predictions_loss: 304.4807 - logcount_predictions_loss: 0.4090 1610/1651 [============================>.] - ETA: 12s - loss: 309.5937 - 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[============================>.] - ETA: 10s - loss: 309.5962 - logits_profile_predictions_loss: 304.4835 - logcount_predictions_loss: 0.4090 1618/1651 [============================>.] - ETA: 10s - loss: 309.5965 - logits_profile_predictions_loss: 304.4839 - logcount_predictions_loss: 0.4090 1619/1651 [============================>.] - ETA: 9s - loss: 309.5968 - logits_profile_predictions_loss: 304.4842 - logcount_predictions_loss: 0.4090  1620/1651 [============================>.] - ETA: 9s - loss: 309.5972 - logits_profile_predictions_loss: 304.4846 - logcount_predictions_loss: 0.4090 1621/1651 [============================>.] - ETA: 9s - loss: 309.5975 - logits_profile_predictions_loss: 304.4849 - logcount_predictions_loss: 0.4090 1622/1651 [============================>.] - ETA: 8s - loss: 309.5979 - logits_profile_predictions_loss: 304.4853 - logcount_predictions_loss: 0.4090 1623/1651 [============================>.] - ETA: 8s - loss: 309.5982 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 304.4913 - logcount_predictions_loss: 0.4090 1644/1651 [============================>.] - ETA: 2s - loss: 309.6042 - logits_profile_predictions_loss: 304.4916 - logcount_predictions_loss: 0.4090 1645/1651 [============================>.] - ETA: 1s - loss: 309.6044 - logits_profile_predictions_loss: 304.4918 - logcount_predictions_loss: 0.4090 1646/1651 [============================>.] - ETA: 1s - loss: 309.6047 - logits_profile_predictions_loss: 304.4920 - logcount_predictions_loss: 0.4090 1647/1651 [============================>.] - ETA: 1s - loss: 309.6049 - logits_profile_predictions_loss: 304.4923 - logcount_predictions_loss: 0.4090 1648/1651 [============================>.] - ETA: 0s - loss: 309.6051 - logits_profile_predictions_loss: 304.4925 - logcount_predictions_loss: 0.4090 1649/1651 [============================>.] - ETA: 0s - loss: 309.6054 - logits_profile_predictions_loss: 304.4927 - logcount_predictions_loss: 0.4090 1650/1651 [============================>.] - ETA: 0s - loss: 309.6056 - logits_profile_predictions_loss: 304.4929 - logcount_predictions_loss: 0.4090 1651/1651 [==============================] - ETA: 0s - loss: 309.6058 - logits_profile_predictions_loss: 304.4932 - logcount_predictions_loss: 0.4090 1651/1651 [==============================] - 522s 316ms/step - loss: 309.6060 - logits_profile_predictions_loss: 304.4934 - logcount_predictions_loss: 0.4090 - val_loss: 333.6359 - val_logits_profile_predictions_loss: 327.4708 - val_logcount_predictions_loss: 0.4932 Epoch 00009: val_loss did not improve from 333.54962 Epoch 10/50 1/1651 [..............................] - ETA: 8:34 - loss: 354.7911 - logits_profile_predictions_loss: 350.0917 - logcount_predictions_loss: 0.3760 2/1651 [..............................] - ETA: 8:19 - loss: 342.0587 - logits_profile_predictions_loss: 337.1641 - logcount_predictions_loss: 0.3916 3/1651 [..............................] - ETA: 8:18 - loss: 333.4410 - logits_profile_predictions_loss: 328.6361 - logcount_predictions_loss: 0.3844 4/1651 [..............................] - ETA: 8:18 - loss: 329.2461 - logits_profile_predictions_loss: 324.5154 - logcount_predictions_loss: 0.3785 5/1651 [..............................] - ETA: 8:18 - loss: 327.5932 - logits_profile_predictions_loss: 322.8831 - logcount_predictions_loss: 0.3768 6/1651 [..............................] - ETA: 8:18 - loss: 327.1724 - logits_profile_predictions_loss: 322.4516 - logcount_predictions_loss: 0.3777 7/1651 [..............................] - ETA: 8:17 - loss: 325.8631 - logits_profile_predictions_loss: 321.1152 - logcount_predictions_loss: 0.3798 8/1651 [..............................] - ETA: 8:17 - loss: 324.3079 - logits_profile_predictions_loss: 319.5431 - logcount_predictions_loss: 0.3812 9/1651 [..............................] - ETA: 8:17 - loss: 322.9892 - logits_profile_predictions_loss: 318.2000 - logcount_predictions_loss: 0.3831 10/1651 [..............................] - ETA: 8:16 - loss: 321.9376 - logits_profile_predictions_loss: 317.1289 - logcount_predictions_loss: 0.3847 11/1651 [..............................] - ETA: 8:16 - loss: 321.0462 - logits_profile_predictions_loss: 316.2283 - logcount_predictions_loss: 0.3854 12/1651 [..............................] - ETA: 8:16 - loss: 320.0463 - logits_profile_predictions_loss: 315.2258 - logcount_predictions_loss: 0.3856 13/1651 [..............................] - ETA: 8:16 - loss: 319.1694 - logits_profile_predictions_loss: 314.3484 - logcount_predictions_loss: 0.3857 14/1651 [..............................] - ETA: 8:15 - loss: 318.6357 - logits_profile_predictions_loss: 313.8230 - logcount_predictions_loss: 0.3850 15/1651 [..............................] - ETA: 8:15 - loss: 318.1607 - logits_profile_predictions_loss: 313.3542 - logcount_predictions_loss: 0.3845 16/1651 [..............................] - ETA: 8:15 - loss: 317.6898 - logits_profile_predictions_loss: 312.8825 - logcount_predictions_loss: 0.3846 17/1651 [..............................] - ETA: 8:14 - loss: 317.4696 - logits_profile_predictions_loss: 312.6542 - logcount_predictions_loss: 0.3852 18/1651 [..............................] - ETA: 8:14 - loss: 317.2902 - logits_profile_predictions_loss: 312.4689 - logcount_predictions_loss: 0.3857 19/1651 [..............................] - ETA: 8:14 - loss: 317.0225 - logits_profile_predictions_loss: 312.1964 - logcount_predictions_loss: 0.3861 20/1651 [..............................] - ETA: 8:13 - loss: 316.7395 - logits_profile_predictions_loss: 311.9063 - logcount_predictions_loss: 0.3867 21/1651 [..............................] - ETA: 8:13 - loss: 316.4299 - logits_profile_predictions_loss: 311.5882 - logcount_predictions_loss: 0.3873 22/1651 [..............................] - ETA: 8:13 - loss: 316.1203 - logits_profile_predictions_loss: 311.2730 - logcount_predictions_loss: 0.3878 23/1651 [..............................] - ETA: 8:13 - loss: 315.7121 - logits_profile_predictions_loss: 310.8621 - logcount_predictions_loss: 0.3880 24/1651 [..............................] - ETA: 8:12 - loss: 315.4413 - logits_profile_predictions_loss: 310.5882 - logcount_predictions_loss: 0.3882 25/1651 [..............................] - ETA: 8:12 - loss: 315.2022 - logits_profile_predictions_loss: 310.3459 - logcount_predictions_loss: 0.3885 26/1651 [..............................] - ETA: 8:12 - loss: 314.9721 - logits_profile_predictions_loss: 310.1142 - logcount_predictions_loss: 0.3886 27/1651 [..............................] - ETA: 8:11 - loss: 314.7706 - logits_profile_predictions_loss: 309.9126 - logcount_predictions_loss: 0.3886 28/1651 [..............................] - ETA: 8:11 - loss: 314.5630 - logits_profile_predictions_loss: 309.7049 - logcount_predictions_loss: 0.3886 29/1651 [..............................] - ETA: 8:11 - loss: 314.3920 - logits_profile_predictions_loss: 309.5349 - logcount_predictions_loss: 0.3886 30/1651 [..............................] - ETA: 8:10 - loss: 314.2405 - logits_profile_predictions_loss: 309.3839 - logcount_predictions_loss: 0.3885 31/1651 [..............................] - ETA: 8:10 - loss: 314.0991 - logits_profile_predictions_loss: 309.2418 - logcount_predictions_loss: 0.3886 32/1651 [..............................] - ETA: 8:10 - loss: 313.9423 - logits_profile_predictions_loss: 309.0846 - logcount_predictions_loss: 0.3886 33/1651 [..............................] - ETA: 8:09 - loss: 313.8108 - logits_profile_predictions_loss: 308.9530 - logcount_predictions_loss: 0.3886 34/1651 [..............................] - ETA: 8:09 - loss: 313.6903 - logits_profile_predictions_loss: 308.8338 - logcount_predictions_loss: 0.3885 35/1651 [..............................] - ETA: 8:09 - loss: 313.5383 - logits_profile_predictions_loss: 308.6841 - logcount_predictions_loss: 0.3883 36/1651 [..............................] - ETA: 8:09 - loss: 313.3992 - logits_profile_predictions_loss: 308.5477 - logcount_predictions_loss: 0.3881 37/1651 [..............................] - ETA: 8:08 - loss: 313.2771 - logits_profile_predictions_loss: 308.4290 - logcount_predictions_loss: 0.3878 38/1651 [..............................] - ETA: 8:08 - loss: 313.1493 - logits_profile_predictions_loss: 308.3048 - logcount_predictions_loss: 0.3876 39/1651 [..............................] - ETA: 8:08 - loss: 313.0217 - logits_profile_predictions_loss: 308.1812 - logcount_predictions_loss: 0.3872 40/1651 [..............................] - ETA: 8:07 - loss: 312.8670 - logits_profile_predictions_loss: 308.0292 - logcount_predictions_loss: 0.3870 41/1651 [..............................] - ETA: 8:07 - loss: 312.7503 - logits_profile_predictions_loss: 307.9145 - logcount_predictions_loss: 0.3869 42/1651 [..............................] - ETA: 8:07 - loss: 312.6492 - logits_profile_predictions_loss: 307.8141 - logcount_predictions_loss: 0.3868 43/1651 [..............................] - ETA: 8:07 - loss: 312.5389 - logits_profile_predictions_loss: 307.7045 - logcount_predictions_loss: 0.3867 44/1651 [..............................] - ETA: 8:06 - loss: 312.4367 - logits_profile_predictions_loss: 307.6035 - logcount_predictions_loss: 0.3867 45/1651 [..............................] - ETA: 8:06 - loss: 312.3318 - logits_profile_predictions_loss: 307.4999 - logcount_predictions_loss: 0.3865 46/1651 [..............................] - ETA: 8:06 - loss: 312.2504 - logits_profile_predictions_loss: 307.4204 - logcount_predictions_loss: 0.3864 47/1651 [..............................] - ETA: 8:05 - loss: 312.1485 - logits_profile_predictions_loss: 307.3201 - logcount_predictions_loss: 0.3863 48/1651 [..............................] - ETA: 8:05 - loss: 312.0724 - logits_profile_predictions_loss: 307.2455 - logcount_predictions_loss: 0.3862 49/1651 [..............................] - ETA: 8:05 - loss: 311.9925 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 7:16 - loss: 311.3517 - logits_profile_predictions_loss: 306.6284 - logcount_predictions_loss: 0.3779 214/1651 [==>...........................] - ETA: 7:16 - loss: 311.3488 - logits_profile_predictions_loss: 306.6256 - logcount_predictions_loss: 0.3779 215/1651 [==>...........................] - ETA: 7:16 - loss: 311.3454 - logits_profile_predictions_loss: 306.6223 - logcount_predictions_loss: 0.3779 216/1651 [==>...........................] - ETA: 7:16 - loss: 311.3424 - logits_profile_predictions_loss: 306.6194 - logcount_predictions_loss: 0.3778 217/1651 [==>...........................] - ETA: 7:15 - loss: 311.3398 - logits_profile_predictions_loss: 306.6169 - logcount_predictions_loss: 0.3778 218/1651 [==>...........................] - ETA: 7:15 - loss: 311.3376 - logits_profile_predictions_loss: 306.6148 - logcount_predictions_loss: 0.3778 219/1651 [==>...........................] - ETA: 7:15 - loss: 311.3357 - 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[===>..........................] - ETA: 7:13 - loss: 311.3163 - logits_profile_predictions_loss: 306.5942 - logcount_predictions_loss: 0.3778 227/1651 [===>..........................] - ETA: 7:12 - loss: 311.3132 - logits_profile_predictions_loss: 306.5912 - logcount_predictions_loss: 0.3778 228/1651 [===>..........................] - ETA: 7:12 - loss: 311.3095 - logits_profile_predictions_loss: 306.5875 - logcount_predictions_loss: 0.3778 229/1651 [===>..........................] - ETA: 7:12 - loss: 311.3058 - logits_profile_predictions_loss: 306.5840 - logcount_predictions_loss: 0.3778 230/1651 [===>..........................] - ETA: 7:11 - loss: 311.3020 - logits_profile_predictions_loss: 306.5802 - logcount_predictions_loss: 0.3778 231/1651 [===>..........................] - ETA: 7:11 - loss: 311.2979 - logits_profile_predictions_loss: 306.5761 - logcount_predictions_loss: 0.3778 232/1651 [===>..........................] - ETA: 7:11 - loss: 311.2940 - 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[===>..........................] - ETA: 7:09 - loss: 311.2639 - logits_profile_predictions_loss: 306.5414 - logcount_predictions_loss: 0.3778 240/1651 [===>..........................] - ETA: 7:08 - loss: 311.2599 - logits_profile_predictions_loss: 306.5373 - logcount_predictions_loss: 0.3778 241/1651 [===>..........................] - ETA: 7:08 - loss: 311.2561 - logits_profile_predictions_loss: 306.5335 - logcount_predictions_loss: 0.3778 242/1651 [===>..........................] - ETA: 7:08 - loss: 311.2522 - logits_profile_predictions_loss: 306.5295 - logcount_predictions_loss: 0.3778 243/1651 [===>..........................] - ETA: 7:07 - loss: 311.2486 - logits_profile_predictions_loss: 306.5257 - logcount_predictions_loss: 0.3778 244/1651 [===>..........................] - ETA: 7:07 - loss: 311.2447 - logits_profile_predictions_loss: 306.5216 - logcount_predictions_loss: 0.3779 245/1651 [===>..........................] - ETA: 7:07 - loss: 311.2403 - 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[===>..........................] - ETA: 7:05 - loss: 311.2133 - logits_profile_predictions_loss: 306.4885 - logcount_predictions_loss: 0.3780 253/1651 [===>..........................] - ETA: 7:04 - loss: 311.2097 - logits_profile_predictions_loss: 306.4846 - logcount_predictions_loss: 0.3780 254/1651 [===>..........................] - ETA: 7:04 - loss: 311.2063 - logits_profile_predictions_loss: 306.4809 - logcount_predictions_loss: 0.3780 255/1651 [===>..........................] - ETA: 7:04 - loss: 311.2024 - logits_profile_predictions_loss: 306.4768 - logcount_predictions_loss: 0.3781 256/1651 [===>..........................] - ETA: 7:03 - loss: 311.1988 - logits_profile_predictions_loss: 306.4728 - logcount_predictions_loss: 0.3781 257/1651 [===>..........................] - ETA: 7:03 - loss: 311.1950 - logits_profile_predictions_loss: 306.4688 - logcount_predictions_loss: 0.3781 258/1651 [===>..........................] - ETA: 7:03 - loss: 311.1913 - 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[===>..........................] - ETA: 7:01 - loss: 311.1705 - logits_profile_predictions_loss: 306.4416 - logcount_predictions_loss: 0.3783 266/1651 [===>..........................] - ETA: 7:00 - loss: 311.1680 - logits_profile_predictions_loss: 306.4388 - logcount_predictions_loss: 0.3783 267/1651 [===>..........................] - ETA: 7:00 - loss: 311.1654 - logits_profile_predictions_loss: 306.4359 - logcount_predictions_loss: 0.3784 268/1651 [===>..........................] - ETA: 7:00 - loss: 311.1631 - logits_profile_predictions_loss: 306.4332 - logcount_predictions_loss: 0.3784 269/1651 [===>..........................] - ETA: 7:00 - loss: 311.1604 - logits_profile_predictions_loss: 306.4302 - logcount_predictions_loss: 0.3784 270/1651 [===>..........................] - ETA: 6:59 - loss: 311.1582 - logits_profile_predictions_loss: 306.4276 - logcount_predictions_loss: 0.3785 271/1651 [===>..........................] - ETA: 6:59 - loss: 311.1562 - 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[====>.........................] - ETA: 6:57 - loss: 311.1346 - logits_profile_predictions_loss: 306.4011 - logcount_predictions_loss: 0.3787 279/1651 [====>.........................] - ETA: 6:57 - loss: 311.1310 - logits_profile_predictions_loss: 306.3972 - logcount_predictions_loss: 0.3787 280/1651 [====>.........................] - ETA: 6:56 - loss: 311.1277 - logits_profile_predictions_loss: 306.3935 - logcount_predictions_loss: 0.3787 281/1651 [====>.........................] - ETA: 6:56 - loss: 311.1241 - logits_profile_predictions_loss: 306.3896 - logcount_predictions_loss: 0.3788 282/1651 [====>.........................] - ETA: 6:56 - loss: 311.1207 - logits_profile_predictions_loss: 306.3859 - logcount_predictions_loss: 0.3788 283/1651 [====>.........................] - ETA: 6:55 - loss: 311.1177 - logits_profile_predictions_loss: 306.3825 - logcount_predictions_loss: 0.3788 284/1651 [====>.........................] - ETA: 6:55 - loss: 311.1145 - 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[====>.........................] - ETA: 6:53 - loss: 311.0948 - logits_profile_predictions_loss: 306.3571 - logcount_predictions_loss: 0.3790 292/1651 [====>.........................] - ETA: 6:53 - loss: 311.0921 - logits_profile_predictions_loss: 306.3541 - logcount_predictions_loss: 0.3790 293/1651 [====>.........................] - ETA: 6:52 - loss: 311.0891 - logits_profile_predictions_loss: 306.3509 - logcount_predictions_loss: 0.3791 294/1651 [====>.........................] - ETA: 6:52 - loss: 311.0864 - logits_profile_predictions_loss: 306.3478 - logcount_predictions_loss: 0.3791 295/1651 [====>.........................] - ETA: 6:52 - loss: 311.0842 - logits_profile_predictions_loss: 306.3453 - logcount_predictions_loss: 0.3791 296/1651 [====>.........................] - ETA: 6:51 - loss: 311.0822 - logits_profile_predictions_loss: 306.3429 - logcount_predictions_loss: 0.3791 297/1651 [====>.........................] - ETA: 6:51 - loss: 311.0799 - logits_profile_predictions_loss: 306.3402 - logcount_predictions_loss: 0.3792 298/1651 [====>.........................] - ETA: 6:51 - loss: 311.0776 - logits_profile_predictions_loss: 306.3375 - logcount_predictions_loss: 0.3792 299/1651 [====>.........................] - ETA: 6:51 - loss: 311.0751 - logits_profile_predictions_loss: 306.3345 - logcount_predictions_loss: 0.3792 300/1651 [====>.........................] - ETA: 6:50 - loss: 311.0727 - logits_profile_predictions_loss: 306.3316 - logcount_predictions_loss: 0.3793 301/1651 [====>.........................] - ETA: 6:50 - loss: 311.0706 - logits_profile_predictions_loss: 306.3290 - logcount_predictions_loss: 0.3793 302/1651 [====>.........................] - ETA: 6:50 - loss: 311.0682 - logits_profile_predictions_loss: 306.3262 - logcount_predictions_loss: 0.3794 303/1651 [====>.........................] - ETA: 6:49 - loss: 311.0659 - logits_profile_predictions_loss: 306.3233 - logcount_predictions_loss: 0.3794 304/1651 [====>.........................] - ETA: 6:49 - loss: 311.0639 - logits_profile_predictions_loss: 306.3207 - logcount_predictions_loss: 0.3795 305/1651 [====>.........................] - ETA: 6:49 - loss: 311.0616 - logits_profile_predictions_loss: 306.3180 - logcount_predictions_loss: 0.3795 306/1651 [====>.........................] - ETA: 6:48 - loss: 311.0596 - logits_profile_predictions_loss: 306.3154 - logcount_predictions_loss: 0.3795 307/1651 [====>.........................] - ETA: 6:48 - loss: 311.0577 - logits_profile_predictions_loss: 306.3129 - logcount_predictions_loss: 0.3796 308/1651 [====>.........................] - ETA: 6:48 - loss: 311.0556 - logits_profile_predictions_loss: 306.3103 - logcount_predictions_loss: 0.3796 309/1651 [====>.........................] - ETA: 6:48 - loss: 311.0536 - logits_profile_predictions_loss: 306.3077 - logcount_predictions_loss: 0.3797 310/1651 [====>.........................] - ETA: 6:47 - loss: 311.0516 - logits_profile_predictions_loss: 306.3052 - logcount_predictions_loss: 0.3797 311/1651 [====>.........................] - ETA: 6:47 - loss: 311.0500 - logits_profile_predictions_loss: 306.3031 - logcount_predictions_loss: 0.3798 312/1651 [====>.........................] - ETA: 6:47 - loss: 311.0482 - logits_profile_predictions_loss: 306.3007 - logcount_predictions_loss: 0.3798 313/1651 [====>.........................] - ETA: 6:46 - loss: 311.0462 - logits_profile_predictions_loss: 306.2981 - logcount_predictions_loss: 0.3798 314/1651 [====>.........................] - ETA: 6:46 - loss: 311.0444 - logits_profile_predictions_loss: 306.2958 - logcount_predictions_loss: 0.3799 315/1651 [====>.........................] - ETA: 6:46 - loss: 311.0430 - logits_profile_predictions_loss: 306.2939 - logcount_predictions_loss: 0.3799 316/1651 [====>.........................] - ETA: 6:45 - loss: 311.0417 - logits_profile_predictions_loss: 306.2920 - logcount_predictions_loss: 0.3800 317/1651 [====>.........................] - ETA: 6:45 - loss: 311.0401 - logits_profile_predictions_loss: 306.2898 - logcount_predictions_loss: 0.3800 318/1651 [====>.........................] - ETA: 6:45 - loss: 311.0387 - logits_profile_predictions_loss: 306.2878 - logcount_predictions_loss: 0.3801 319/1651 [====>.........................] - ETA: 6:44 - loss: 311.0373 - logits_profile_predictions_loss: 306.2858 - logcount_predictions_loss: 0.3801 320/1651 [====>.........................] - ETA: 6:44 - loss: 311.0356 - logits_profile_predictions_loss: 306.2836 - logcount_predictions_loss: 0.3802 321/1651 [====>.........................] - ETA: 6:44 - loss: 311.0338 - logits_profile_predictions_loss: 306.2812 - logcount_predictions_loss: 0.3802 322/1651 [====>.........................] - ETA: 6:44 - loss: 311.0318 - logits_profile_predictions_loss: 306.2787 - logcount_predictions_loss: 0.3803 323/1651 [====>.........................] - ETA: 6:43 - loss: 311.0297 - 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[============================>.] - ETA: 14s - loss: 309.5177 - logits_profile_predictions_loss: 304.6500 - logcount_predictions_loss: 0.3894 1605/1651 [============================>.] - ETA: 14s - loss: 309.5175 - logits_profile_predictions_loss: 304.6498 - logcount_predictions_loss: 0.3894 1606/1651 [============================>.] - ETA: 13s - loss: 309.5172 - logits_profile_predictions_loss: 304.6495 - logcount_predictions_loss: 0.3894 1607/1651 [============================>.] - ETA: 13s - loss: 309.5170 - logits_profile_predictions_loss: 304.6493 - logcount_predictions_loss: 0.3894 1608/1651 [============================>.] - ETA: 13s - loss: 309.5168 - logits_profile_predictions_loss: 304.6490 - logcount_predictions_loss: 0.3894 1609/1651 [============================>.] - ETA: 12s - loss: 309.5166 - logits_profile_predictions_loss: 304.6488 - logcount_predictions_loss: 0.3894 1610/1651 [============================>.] - ETA: 12s - loss: 309.5163 - 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[============================>.] - ETA: 10s - loss: 309.5147 - logits_profile_predictions_loss: 304.6468 - logcount_predictions_loss: 0.3894 1618/1651 [============================>.] - ETA: 10s - loss: 309.5144 - logits_profile_predictions_loss: 304.6466 - logcount_predictions_loss: 0.3894 1619/1651 [============================>.] - ETA: 9s - loss: 309.5142 - logits_profile_predictions_loss: 304.6463 - logcount_predictions_loss: 0.3894  1620/1651 [============================>.] - ETA: 9s - loss: 309.5140 - logits_profile_predictions_loss: 304.6461 - logcount_predictions_loss: 0.3894 1621/1651 [============================>.] - ETA: 9s - loss: 309.5138 - logits_profile_predictions_loss: 304.6459 - logcount_predictions_loss: 0.3894 1622/1651 [============================>.] - ETA: 8s - loss: 309.5136 - logits_profile_predictions_loss: 304.6456 - logcount_predictions_loss: 0.3894 1623/1651 [============================>.] - ETA: 8s - loss: 309.5133 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 309.5061 - logits_profile_predictions_loss: 304.6378 - logcount_predictions_loss: 0.3895 1651/1651 [==============================] - ETA: 0s - loss: 309.5059 - logits_profile_predictions_loss: 304.6376 - logcount_predictions_loss: 0.3895 1651/1651 [==============================] - 523s 317ms/step - loss: 309.5056 - logits_profile_predictions_loss: 304.6373 - logcount_predictions_loss: 0.3895 - val_loss: 333.8741 - val_logits_profile_predictions_loss: 327.9319 - val_logcount_predictions_loss: 0.4754 Epoch 00010: val_loss did not improve from 333.54962 Epoch 11/50 1/1651 [..............................] - ETA: 8:37 - loss: 318.3685 - logits_profile_predictions_loss: 314.8179 - logcount_predictions_loss: 0.2840 2/1651 [..............................] - ETA: 8:22 - loss: 321.5430 - logits_profile_predictions_loss: 317.6711 - logcount_predictions_loss: 0.3098 3/1651 [..............................] - ETA: 8:21 - loss: 323.2923 - 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[..............................] - ETA: 8:19 - loss: 316.7497 - logits_profile_predictions_loss: 312.8305 - logcount_predictions_loss: 0.3135 11/1651 [..............................] - ETA: 8:18 - loss: 316.2897 - logits_profile_predictions_loss: 312.3856 - logcount_predictions_loss: 0.3123 12/1651 [..............................] - ETA: 8:18 - loss: 315.7634 - logits_profile_predictions_loss: 311.8674 - logcount_predictions_loss: 0.3117 13/1651 [..............................] - ETA: 8:18 - loss: 315.1707 - logits_profile_predictions_loss: 311.2824 - logcount_predictions_loss: 0.3111 14/1651 [..............................] - ETA: 8:17 - loss: 314.5684 - logits_profile_predictions_loss: 310.6904 - logcount_predictions_loss: 0.3102 15/1651 [..............................] - ETA: 8:17 - loss: 313.9941 - logits_profile_predictions_loss: 310.1224 - logcount_predictions_loss: 0.3097 16/1651 [..............................] - ETA: 8:17 - loss: 313.3687 - logits_profile_predictions_loss: 309.5070 - logcount_predictions_loss: 0.3089 17/1651 [..............................] - ETA: 8:17 - loss: 312.9116 - logits_profile_predictions_loss: 309.0553 - logcount_predictions_loss: 0.3085 18/1651 [..............................] - ETA: 8:16 - loss: 312.6578 - logits_profile_predictions_loss: 308.8064 - logcount_predictions_loss: 0.3081 19/1651 [..............................] - ETA: 8:16 - loss: 312.4617 - logits_profile_predictions_loss: 308.6111 - logcount_predictions_loss: 0.3080 20/1651 [..............................] - ETA: 8:16 - loss: 312.2245 - logits_profile_predictions_loss: 308.3742 - logcount_predictions_loss: 0.3080 21/1651 [..............................] - ETA: 8:15 - loss: 312.0138 - logits_profile_predictions_loss: 308.1603 - logcount_predictions_loss: 0.3083 22/1651 [..............................] - ETA: 8:15 - loss: 311.8445 - logits_profile_predictions_loss: 307.9871 - logcount_predictions_loss: 0.3086 23/1651 [..............................] - ETA: 8:15 - 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30/1651 [..............................] - ETA: 8:13 - loss: 310.8380 - logits_profile_predictions_loss: 306.9576 - logcount_predictions_loss: 0.3104 31/1651 [..............................] - ETA: 8:12 - loss: 310.7354 - logits_profile_predictions_loss: 306.8491 - logcount_predictions_loss: 0.3109 32/1651 [..............................] - ETA: 8:12 - loss: 310.6409 - logits_profile_predictions_loss: 306.7493 - logcount_predictions_loss: 0.3113 33/1651 [..............................] - ETA: 8:12 - loss: 310.5283 - logits_profile_predictions_loss: 306.6306 - logcount_predictions_loss: 0.3118 34/1651 [..............................] - ETA: 8:12 - loss: 310.4182 - logits_profile_predictions_loss: 306.5148 - logcount_predictions_loss: 0.3123 35/1651 [..............................] - ETA: 8:11 - loss: 310.3087 - logits_profile_predictions_loss: 306.3993 - logcount_predictions_loss: 0.3128 36/1651 [..............................] - ETA: 8:11 - loss: 310.1967 - 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[..............................] - ETA: 8:09 - loss: 309.5584 - logits_profile_predictions_loss: 305.5931 - logcount_predictions_loss: 0.3172 44/1651 [..............................] - ETA: 8:09 - loss: 309.4812 - logits_profile_predictions_loss: 305.5092 - logcount_predictions_loss: 0.3178 45/1651 [..............................] - ETA: 8:08 - loss: 309.3888 - logits_profile_predictions_loss: 305.4104 - logcount_predictions_loss: 0.3183 46/1651 [..............................] - ETA: 8:08 - loss: 309.3042 - logits_profile_predictions_loss: 305.3197 - logcount_predictions_loss: 0.3188 47/1651 [..............................] - ETA: 8:08 - loss: 309.2262 - logits_profile_predictions_loss: 305.2363 - logcount_predictions_loss: 0.3192 48/1651 [..............................] - ETA: 8:07 - loss: 309.1449 - logits_profile_predictions_loss: 305.1498 - logcount_predictions_loss: 0.3196 49/1651 [..............................] - ETA: 8:07 - loss: 309.0535 - logits_profile_predictions_loss: 305.0534 - logcount_predictions_loss: 0.3200 50/1651 [..............................] - ETA: 8:07 - loss: 308.9639 - logits_profile_predictions_loss: 304.9594 - logcount_predictions_loss: 0.3204 51/1651 [..............................] - ETA: 8:06 - loss: 308.8699 - logits_profile_predictions_loss: 304.8610 - logcount_predictions_loss: 0.3207 52/1651 [..............................] - ETA: 8:06 - loss: 308.7802 - logits_profile_predictions_loss: 304.7668 - logcount_predictions_loss: 0.3211 53/1651 [..............................] - ETA: 8:06 - loss: 308.6923 - logits_profile_predictions_loss: 304.6740 - logcount_predictions_loss: 0.3215 54/1651 [..............................] - ETA: 8:06 - loss: 308.6130 - logits_profile_predictions_loss: 304.5899 - logcount_predictions_loss: 0.3218 55/1651 [..............................] - ETA: 8:05 - loss: 308.5240 - logits_profile_predictions_loss: 304.4970 - logcount_predictions_loss: 0.3222 56/1651 [>.............................] - ETA: 8:05 - loss: 308.4373 - logits_profile_predictions_loss: 304.4065 - logcount_predictions_loss: 0.3225 57/1651 [>.............................] - ETA: 8:05 - loss: 308.3464 - logits_profile_predictions_loss: 304.3119 - logcount_predictions_loss: 0.3228 58/1651 [>.............................] - ETA: 8:04 - loss: 308.2661 - logits_profile_predictions_loss: 304.2283 - logcount_predictions_loss: 0.3230 59/1651 [>.............................] - ETA: 8:04 - loss: 308.1992 - logits_profile_predictions_loss: 304.1580 - logcount_predictions_loss: 0.3233 60/1651 [>.............................] - ETA: 8:04 - loss: 308.1401 - logits_profile_predictions_loss: 304.0953 - logcount_predictions_loss: 0.3236 61/1651 [>.............................] - ETA: 8:03 - loss: 308.0892 - logits_profile_predictions_loss: 304.0410 - logcount_predictions_loss: 0.3239 62/1651 [>.............................] - ETA: 8:03 - loss: 308.0387 - logits_profile_predictions_loss: 303.9872 - logcount_predictions_loss: 0.3241 63/1651 [>.............................] - ETA: 8:03 - loss: 307.9941 - logits_profile_predictions_loss: 303.9390 - logcount_predictions_loss: 0.3244 64/1651 [>.............................] - ETA: 8:03 - loss: 307.9562 - logits_profile_predictions_loss: 303.8977 - logcount_predictions_loss: 0.3247 65/1651 [>.............................] - ETA: 8:02 - loss: 307.9163 - logits_profile_predictions_loss: 303.8545 - logcount_predictions_loss: 0.3249 66/1651 [>.............................] - ETA: 8:02 - loss: 307.8797 - logits_profile_predictions_loss: 303.8147 - logcount_predictions_loss: 0.3252 67/1651 [>.............................] - ETA: 8:02 - loss: 307.8587 - logits_profile_predictions_loss: 303.7909 - logcount_predictions_loss: 0.3254 68/1651 [>.............................] - ETA: 8:01 - loss: 307.8381 - logits_profile_predictions_loss: 303.7675 - logcount_predictions_loss: 0.3256 69/1651 [>.............................] - ETA: 8:01 - loss: 307.8146 - 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[====>.........................] - ETA: 6:54 - loss: 307.0924 - logits_profile_predictions_loss: 302.8769 - logcount_predictions_loss: 0.3372 292/1651 [====>.........................] - ETA: 6:54 - loss: 307.0888 - logits_profile_predictions_loss: 302.8734 - logcount_predictions_loss: 0.3372 293/1651 [====>.........................] - ETA: 6:53 - loss: 307.0853 - logits_profile_predictions_loss: 302.8700 - logcount_predictions_loss: 0.3372 294/1651 [====>.........................] - ETA: 6:53 - loss: 307.0818 - logits_profile_predictions_loss: 302.8665 - logcount_predictions_loss: 0.3372 295/1651 [====>.........................] - ETA: 6:53 - loss: 307.0782 - logits_profile_predictions_loss: 302.8630 - logcount_predictions_loss: 0.3372 296/1651 [====>.........................] - ETA: 6:53 - loss: 307.0744 - logits_profile_predictions_loss: 302.8593 - logcount_predictions_loss: 0.3372 297/1651 [====>.........................] - ETA: 6:52 - loss: 307.0704 - 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logits_profile_predictions_loss: 302.6725 - logcount_predictions_loss: 0.3372 337/1651 [=====>........................] - ETA: 6:40 - loss: 306.8824 - logits_profile_predictions_loss: 302.6677 - logcount_predictions_loss: 0.3372 338/1651 [=====>........................] - ETA: 6:40 - loss: 306.8777 - logits_profile_predictions_loss: 302.6629 - logcount_predictions_loss: 0.3372 339/1651 [=====>........................] - ETA: 6:40 - loss: 306.8731 - logits_profile_predictions_loss: 302.6583 - logcount_predictions_loss: 0.3372 340/1651 [=====>........................] - ETA: 6:39 - loss: 306.8685 - logits_profile_predictions_loss: 302.6538 - logcount_predictions_loss: 0.3372 341/1651 [=====>........................] - ETA: 6:39 - loss: 306.8639 - logits_profile_predictions_loss: 302.6492 - logcount_predictions_loss: 0.3372 342/1651 [=====>........................] - ETA: 6:39 - loss: 306.8596 - logits_profile_predictions_loss: 302.6448 - logcount_predictions_loss: 0.3372 343/1651 [=====>........................] - ETA: 6:38 - loss: 306.8554 - logits_profile_predictions_loss: 302.6405 - logcount_predictions_loss: 0.3372 344/1651 [=====>........................] - ETA: 6:38 - loss: 306.8513 - logits_profile_predictions_loss: 302.6365 - logcount_predictions_loss: 0.3372 345/1651 [=====>........................] - ETA: 6:38 - loss: 306.8475 - logits_profile_predictions_loss: 302.6327 - logcount_predictions_loss: 0.3372 346/1651 [=====>........................] - ETA: 6:37 - loss: 306.8443 - logits_profile_predictions_loss: 302.6295 - logcount_predictions_loss: 0.3372 347/1651 [=====>........................] - ETA: 6:37 - loss: 306.8410 - logits_profile_predictions_loss: 302.6261 - logcount_predictions_loss: 0.3372 348/1651 [=====>........................] - ETA: 6:37 - loss: 306.8379 - logits_profile_predictions_loss: 302.6230 - logcount_predictions_loss: 0.3372 349/1651 [=====>........................] - ETA: 6:36 - loss: 306.8351 - 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[======================>.......] - ETA: 1:41 - loss: 305.5537 - logits_profile_predictions_loss: 301.3598 - logcount_predictions_loss: 0.3355 1319/1651 [======================>.......] - ETA: 1:41 - loss: 305.5531 - logits_profile_predictions_loss: 301.3592 - logcount_predictions_loss: 0.3355 1320/1651 [======================>.......] - ETA: 1:41 - loss: 305.5526 - logits_profile_predictions_loss: 301.3587 - logcount_predictions_loss: 0.3355 1321/1651 [=======================>......] - ETA: 1:40 - loss: 305.5520 - logits_profile_predictions_loss: 301.3582 - logcount_predictions_loss: 0.3355 1322/1651 [=======================>......] - ETA: 1:40 - loss: 305.5515 - logits_profile_predictions_loss: 301.3577 - logcount_predictions_loss: 0.3355 1323/1651 [=======================>......] - ETA: 1:40 - loss: 305.5509 - logits_profile_predictions_loss: 301.3571 - logcount_predictions_loss: 0.3355 1324/1651 [=======================>......] - ETA: 1:39 - loss: 305.5503 - logits_profile_predictions_loss: 301.3565 - logcount_predictions_loss: 0.3355 1325/1651 [=======================>......] - ETA: 1:39 - loss: 305.5496 - logits_profile_predictions_loss: 301.3560 - logcount_predictions_loss: 0.3355 1326/1651 [=======================>......] - ETA: 1:39 - loss: 305.5490 - logits_profile_predictions_loss: 301.3554 - logcount_predictions_loss: 0.3355 1327/1651 [=======================>......] - ETA: 1:38 - loss: 305.5485 - logits_profile_predictions_loss: 301.3549 - logcount_predictions_loss: 0.3355 1328/1651 [=======================>......] - ETA: 1:38 - loss: 305.5479 - logits_profile_predictions_loss: 301.3543 - logcount_predictions_loss: 0.33552022-09-21_21-31-52: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR608KJD//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 106496 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 106496 Number of peaks input: 25474 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 25474 Number of non peaks input: 103925 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 103925 Number of non peaks input: 28044 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 28044 Number of peaks after removing outliers: 105322 Number of nonpeaks after removing outliers: 91401 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 1/2857 [..............................] - ETA: 5:42:32 12/2857 [..............................] - ETA: 13s  23/2857 [..............................] - ETA: 13s 34/2857 [..............................] - ETA: 13s 45/2857 [..............................] - ETA: 13s 56/2857 [..............................] - ETA: 13s 68/2857 [..............................] - ETA: 12s 80/2857 [..............................] - ETA: 12s 91/2857 [..............................] - ETA: 12s 103/2857 [>.............................] - ETA: 12s 115/2857 [>.............................] - ETA: 12s 127/2857 [>.............................] - ETA: 12s 139/2857 [>.............................] - ETA: 12s 151/2857 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[============================>.] - ETA: 0s 2856/2857 [============================>.] - ETA: 0s 2857/2857 [==============================] - 20s 4ms/step 2022-09-21_21-34-34: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '12.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(96027, 10) loading nonpeaks... got split:train for bed regions:(83644, 10) loading peaks... got split:valid for bed regions:(9295, 10) loading nonpeaks... got split:valid for bed regions:(7757, 10) Epoch 1/50 1/1651 [..............................] - ETA: 2:41:53 - loss: 420.7412 - logits_profile_predictions_loss: 379.8527 - logcount_predictions_loss: 3.2711 2/1651 [..............................] - ETA: 3:49 - loss: 59316.7182 - logits_profile_predictions_loss: 385.9902 - logcount_predictions_loss: 4714.4583 3/1651 [..............................] - ETA: 3:49 - loss: 65890.7731 - logits_profile_predictions_loss: 381.2247 - logcount_predictions_loss: 5240.7640 4/1651 [..............................] - ETA: 3:49 - loss: 64262.4597 - logits_profile_predictions_loss: 377.4879 - logcount_predictions_loss: 5110.7980 5/1651 [..............................] - ETA: 3:48 - loss: 60928.5381 - logits_profile_predictions_loss: 376.4422 - logcount_predictions_loss: 4844.1679 6/1651 [..............................] - ETA: 3:48 - loss: 57393.5246 - logits_profile_predictions_loss: 373.9667 - logcount_predictions_loss: 4561.5649 7/1651 [..............................] - ETA: 3:48 - loss: 54065.8084 - logits_profile_predictions_loss: 371.7876 - logcount_predictions_loss: 4295.5219 8/1651 [..............................] - ETA: 3:48 - loss: 51043.3138 - logits_profile_predictions_loss: 369.9490 - logcount_predictions_loss: 4053.8694 9/1651 [..............................] - ETA: 3:47 - loss: 48328.6663 - logits_profile_predictions_loss: 368.6294 - logcount_predictions_loss: 3836.8032 10/1651 [..............................] - ETA: 3:47 - loss: 45894.9657 - logits_profile_predictions_loss: 367.6283 - logcount_predictions_loss: 3642.1872 11/1651 [..............................] - ETA: 3:47 - loss: 43708.4104 - logits_profile_predictions_loss: 366.4514 - logcount_predictions_loss: 3467.3569 12/1651 [..............................] - ETA: 3:47 - loss: 41737.3279 - logits_profile_predictions_loss: 365.4310 - logcount_predictions_loss: 3309.7520 13/1651 [..............................] - ETA: 3:47 - loss: 39953.1496 - logits_profile_predictions_loss: 364.5232 - logcount_predictions_loss: 3167.0903 14/1651 [..............................] - ETA: 3:47 - loss: 38331.5227 - logits_profile_predictions_loss: 363.9355 - logcount_predictions_loss: 3037.4072 15/1651 [..............................] - ETA: 3:46 - loss: 36851.2094 - logits_profile_predictions_loss: 363.3943 - logcount_predictions_loss: 2919.0254 16/1651 [..............................] - ETA: 3:46 - loss: 35494.4696 - logits_profile_predictions_loss: 362.8763 - logcount_predictions_loss: 2810.5277 17/1651 [..............................] - ETA: 3:46 - loss: 34246.2280 - logits_profile_predictions_loss: 362.3320 - logcount_predictions_loss: 2710.7119 18/1651 [..............................] - ETA: 3:46 - loss: 33094.0635 - logits_profile_predictions_loss: 362.0123 - logcount_predictions_loss: 2618.5643 19/1651 [..............................] - ETA: 3:46 - loss: 32026.9577 - logits_profile_predictions_loss: 361.7837 - logcount_predictions_loss: 2533.2141 20/1651 [..............................] - ETA: 3:46 - loss: 31035.4873 - logits_profile_predictions_loss: 361.5407 - logcount_predictions_loss: 2453.9159 21/1651 [..............................] - ETA: 3:46 - loss: 30111.7797 - logits_profile_predictions_loss: 361.3858 - logcount_predictions_loss: 2380.0317 22/1651 [..............................] - ETA: 3:46 - loss: 29248.8134 - logits_profile_predictions_loss: 361.2201 - logcount_predictions_loss: 2311.0077 23/1651 [..............................] - ETA: 3:46 - loss: 28440.5382 - logits_profile_predictions_loss: 360.9995 - logcount_predictions_loss: 2246.3633 24/1651 [..............................] - ETA: 3:45 - loss: 27681.8545 - logits_profile_predictions_loss: 360.8292 - logcount_predictions_loss: 2185.6822 25/1651 [..............................] - ETA: 3:45 - loss: 26968.1365 - logits_profile_predictions_loss: 360.6683 - logcount_predictions_loss: 2128.5977 26/1651 [..............................] - ETA: 3:45 - loss: 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[==============================] - ETA: 0s - loss: 1349.1116 - logits_profile_predictions_loss: 335.4081 - logcount_predictions_loss: 81.0963 1651/1651 [==============================] - 247s 146ms/step - loss: 1348.5885 - logits_profile_predictions_loss: 335.4054 - logcount_predictions_loss: 81.0547 - val_loss: 353.5223 - val_logits_profile_predictions_loss: 343.0172 - val_logcount_predictions_loss: 0.8404 Epoch 00001: val_loss improved from inf to 353.52231, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 2/50 1/1651 [..............................] - ETA: 4:27 - loss: 316.9915 - logits_profile_predictions_loss: 309.1994 - logcount_predictions_loss: 0.6234 2/1651 [..............................] - ETA: 4:03 - loss: 321.1351 - logits_profile_predictions_loss: 313.1396 - logcount_predictions_loss: 0.6396 3/1651 [..............................] - ETA: 3:55 - loss: 319.0341 - 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[=>............................] - ETA: 3:27 - loss: 328.3380 - logits_profile_predictions_loss: 319.9209 - logcount_predictions_loss: 0.6734 162/1651 [=>............................] - ETA: 3:26 - loss: 328.3539 - logits_profile_predictions_loss: 319.9367 - logcount_predictions_loss: 0.6734 163/1651 [=>............................] - ETA: 3:26 - loss: 328.3697 - logits_profile_predictions_loss: 319.9523 - logcount_predictions_loss: 0.6734 164/1651 [=>............................] - ETA: 3:26 - loss: 328.3851 - logits_profile_predictions_loss: 319.9676 - logcount_predictions_loss: 0.6734 165/1651 [=>............................] - ETA: 3:26 - loss: 328.4016 - logits_profile_predictions_loss: 319.9840 - logcount_predictions_loss: 0.6734 166/1651 [==>...........................] - ETA: 3:26 - loss: 328.4170 - logits_profile_predictions_loss: 319.9992 - logcount_predictions_loss: 0.6734 167/1651 [==>...........................] - ETA: 3:26 - loss: 328.4314 - 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[==>...........................] - ETA: 3:25 - loss: 328.5390 - logits_profile_predictions_loss: 320.1201 - logcount_predictions_loss: 0.6735 175/1651 [==>...........................] - ETA: 3:25 - loss: 328.5548 - logits_profile_predictions_loss: 320.1357 - logcount_predictions_loss: 0.6735 176/1651 [==>...........................] - ETA: 3:24 - loss: 328.5709 - logits_profile_predictions_loss: 320.1515 - logcount_predictions_loss: 0.6735 177/1651 [==>...........................] - ETA: 3:24 - loss: 328.5866 - logits_profile_predictions_loss: 320.1670 - logcount_predictions_loss: 0.6736 178/1651 [==>...........................] - ETA: 3:24 - loss: 328.6031 - logits_profile_predictions_loss: 320.1833 - logcount_predictions_loss: 0.6736 179/1651 [==>...........................] - ETA: 3:24 - loss: 328.6204 - logits_profile_predictions_loss: 320.2003 - logcount_predictions_loss: 0.6736 180/1651 [==>...........................] - ETA: 3:24 - loss: 328.6379 - 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[==>...........................] - ETA: 3:23 - loss: 328.7499 - logits_profile_predictions_loss: 320.3275 - logcount_predictions_loss: 0.6738 188/1651 [==>...........................] - ETA: 3:23 - loss: 328.7641 - logits_profile_predictions_loss: 320.3415 - logcount_predictions_loss: 0.6738 189/1651 [==>...........................] - ETA: 3:23 - loss: 328.7779 - logits_profile_predictions_loss: 320.3551 - logcount_predictions_loss: 0.6738 190/1651 [==>...........................] - ETA: 3:22 - loss: 328.7919 - logits_profile_predictions_loss: 320.3690 - logcount_predictions_loss: 0.6738 191/1651 [==>...........................] - ETA: 3:22 - loss: 328.8056 - logits_profile_predictions_loss: 320.3825 - logcount_predictions_loss: 0.6738 192/1651 [==>...........................] - ETA: 3:22 - loss: 328.8190 - logits_profile_predictions_loss: 320.3959 - logcount_predictions_loss: 0.6739 193/1651 [==>...........................] - ETA: 3:22 - loss: 328.8324 - 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[==>...........................] - ETA: 3:21 - loss: 328.9195 - logits_profile_predictions_loss: 320.4961 - logcount_predictions_loss: 0.6739 201/1651 [==>...........................] - ETA: 3:21 - loss: 328.9316 - logits_profile_predictions_loss: 320.5083 - logcount_predictions_loss: 0.6739 202/1651 [==>...........................] - ETA: 3:21 - loss: 328.9436 - logits_profile_predictions_loss: 320.5203 - logcount_predictions_loss: 0.6739 203/1651 [==>...........................] - ETA: 3:21 - loss: 328.9549 - logits_profile_predictions_loss: 320.5316 - logcount_predictions_loss: 0.6739 204/1651 [==>...........................] - ETA: 3:21 - loss: 328.9656 - logits_profile_predictions_loss: 320.5424 - logcount_predictions_loss: 0.6739 205/1651 [==>...........................] - ETA: 3:20 - loss: 328.9765 - logits_profile_predictions_loss: 320.5535 - logcount_predictions_loss: 0.6738 206/1651 [==>...........................] - ETA: 3:20 - loss: 328.9859 - 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[==>...........................] - ETA: 3:19 - loss: 329.0582 - logits_profile_predictions_loss: 320.6359 - logcount_predictions_loss: 0.6738 214/1651 [==>...........................] - ETA: 3:19 - loss: 329.0693 - logits_profile_predictions_loss: 320.6471 - logcount_predictions_loss: 0.6738 215/1651 [==>...........................] - ETA: 3:19 - loss: 329.0809 - logits_profile_predictions_loss: 320.6587 - logcount_predictions_loss: 0.6738 216/1651 [==>...........................] - ETA: 3:19 - loss: 329.0923 - logits_profile_predictions_loss: 320.6701 - logcount_predictions_loss: 0.6738 217/1651 [==>...........................] - ETA: 3:19 - loss: 329.1031 - logits_profile_predictions_loss: 320.6809 - logcount_predictions_loss: 0.6738 218/1651 [==>...........................] - ETA: 3:19 - loss: 329.1131 - logits_profile_predictions_loss: 320.6909 - logcount_predictions_loss: 0.6738 219/1651 [==>...........................] - ETA: 3:18 - loss: 329.1222 - 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[===>..........................] - ETA: 3:17 - loss: 329.1907 - logits_profile_predictions_loss: 320.7683 - logcount_predictions_loss: 0.6738 227/1651 [===>..........................] - ETA: 3:17 - loss: 329.2010 - logits_profile_predictions_loss: 320.7785 - logcount_predictions_loss: 0.6738 228/1651 [===>..........................] - ETA: 3:17 - loss: 329.2117 - logits_profile_predictions_loss: 320.7891 - logcount_predictions_loss: 0.6738 229/1651 [===>..........................] - ETA: 3:17 - loss: 329.2227 - logits_profile_predictions_loss: 320.8000 - logcount_predictions_loss: 0.6738 230/1651 [===>..........................] - ETA: 3:17 - loss: 329.2335 - logits_profile_predictions_loss: 320.8107 - logcount_predictions_loss: 0.6738 231/1651 [===>..........................] - ETA: 3:17 - loss: 329.2443 - logits_profile_predictions_loss: 320.8213 - logcount_predictions_loss: 0.6738 232/1651 [===>..........................] - ETA: 3:17 - loss: 329.2548 - 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[===>..........................] - ETA: 3:16 - loss: 329.3197 - logits_profile_predictions_loss: 320.8947 - logcount_predictions_loss: 0.6740 240/1651 [===>..........................] - ETA: 3:15 - loss: 329.3280 - logits_profile_predictions_loss: 320.9027 - logcount_predictions_loss: 0.6740 241/1651 [===>..........................] - ETA: 3:15 - loss: 329.3371 - logits_profile_predictions_loss: 320.9114 - logcount_predictions_loss: 0.6741 242/1651 [===>..........................] - ETA: 3:15 - loss: 329.3458 - logits_profile_predictions_loss: 320.9198 - logcount_predictions_loss: 0.6741 243/1651 [===>..........................] - ETA: 3:15 - loss: 329.3542 - logits_profile_predictions_loss: 320.9280 - logcount_predictions_loss: 0.6741 244/1651 [===>..........................] - ETA: 3:15 - loss: 329.3618 - logits_profile_predictions_loss: 320.9353 - logcount_predictions_loss: 0.6741 245/1651 [===>..........................] - ETA: 3:15 - loss: 329.3691 - 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[===>..........................] - ETA: 3:14 - loss: 329.4273 - logits_profile_predictions_loss: 320.9980 - logcount_predictions_loss: 0.6743 253/1651 [===>..........................] - ETA: 3:14 - loss: 329.4348 - logits_profile_predictions_loss: 321.0051 - logcount_predictions_loss: 0.6744 254/1651 [===>..........................] - ETA: 3:14 - loss: 329.4417 - logits_profile_predictions_loss: 321.0115 - logcount_predictions_loss: 0.6744 255/1651 [===>..........................] - ETA: 3:13 - loss: 329.4490 - logits_profile_predictions_loss: 321.0183 - logcount_predictions_loss: 0.6745 256/1651 [===>..........................] - ETA: 3:13 - loss: 329.4564 - logits_profile_predictions_loss: 321.0253 - logcount_predictions_loss: 0.6745 257/1651 [===>..........................] - ETA: 3:13 - loss: 329.4634 - logits_profile_predictions_loss: 321.0319 - logcount_predictions_loss: 0.6745 258/1651 [===>..........................] - ETA: 3:13 - loss: 329.4700 - logits_profile_predictions_loss: 321.0380 - logcount_predictions_loss: 0.6746 259/1651 [===>..........................] - ETA: 3:13 - loss: 329.4768 - logits_profile_predictions_loss: 321.0443 - logcount_predictions_loss: 0.6746 260/1651 [===>..........................] - ETA: 3:13 - loss: 329.4836 - logits_profile_predictions_loss: 321.0507 - logcount_predictions_loss: 0.6746 261/1651 [===>..........................] - ETA: 3:13 - loss: 329.4909 - logits_profile_predictions_loss: 321.0575 - logcount_predictions_loss: 0.6747 262/1651 [===>..........................] - ETA: 3:12 - loss: 329.4980 - logits_profile_predictions_loss: 321.0641 - logcount_predictions_loss: 0.6747 263/1651 [===>..........................] - ETA: 3:12 - loss: 329.5047 - logits_profile_predictions_loss: 321.0702 - logcount_predictions_loss: 0.6748 264/1651 [===>..........................] - ETA: 3:12 - loss: 329.5111 - logits_profile_predictions_loss: 321.0761 - logcount_predictions_loss: 0.6748 265/1651 [===>..........................] - ETA: 3:12 - loss: 329.5181 - logits_profile_predictions_loss: 321.0826 - logcount_predictions_loss: 0.6748 266/1651 [===>..........................] - ETA: 3:12 - loss: 329.5251 - logits_profile_predictions_loss: 321.0891 - logcount_predictions_loss: 0.6749 267/1651 [===>..........................] - ETA: 3:12 - loss: 329.5320 - logits_profile_predictions_loss: 321.0954 - logcount_predictions_loss: 0.6749 268/1651 [===>..........................] - ETA: 3:12 - loss: 329.5386 - logits_profile_predictions_loss: 321.1015 - logcount_predictions_loss: 0.6750 269/1651 [===>..........................] - ETA: 3:11 - loss: 329.5448 - logits_profile_predictions_loss: 321.1072 - logcount_predictions_loss: 0.6750 270/1651 [===>..........................] - ETA: 3:11 - loss: 329.5509 - logits_profile_predictions_loss: 321.1128 - logcount_predictions_loss: 0.6750 271/1651 [===>..........................] - ETA: 3:11 - loss: 329.5566 - logits_profile_predictions_loss: 321.1181 - logcount_predictions_loss: 0.6751 272/1651 [===>..........................] - ETA: 3:11 - loss: 329.5620 - logits_profile_predictions_loss: 321.1230 - logcount_predictions_loss: 0.6751 273/1651 [===>..........................] - ETA: 3:11 - loss: 329.5681 - logits_profile_predictions_loss: 321.1286 - logcount_predictions_loss: 0.6752 274/1651 [===>..........................] - ETA: 3:11 - loss: 329.5735 - logits_profile_predictions_loss: 321.1336 - logcount_predictions_loss: 0.6752 275/1651 [===>..........................] - ETA: 3:11 - loss: 329.5787 - logits_profile_predictions_loss: 321.1383 - logcount_predictions_loss: 0.6752 276/1651 [====>.........................] - ETA: 3:10 - loss: 329.5832 - logits_profile_predictions_loss: 321.1424 - logcount_predictions_loss: 0.6753 277/1651 [====>.........................] - ETA: 3:10 - loss: 329.5878 - logits_profile_predictions_loss: 321.1467 - logcount_predictions_loss: 0.6753 278/1651 [====>.........................] - ETA: 3:10 - loss: 329.5923 - logits_profile_predictions_loss: 321.1507 - logcount_predictions_loss: 0.6753 279/1651 [====>.........................] - ETA: 3:10 - loss: 329.5967 - logits_profile_predictions_loss: 321.1548 - logcount_predictions_loss: 0.6753 280/1651 [====>.........................] - ETA: 3:10 - loss: 329.6007 - logits_profile_predictions_loss: 321.1585 - logcount_predictions_loss: 0.6754 281/1651 [====>.........................] - ETA: 3:10 - loss: 329.6045 - logits_profile_predictions_loss: 321.1619 - logcount_predictions_loss: 0.6754 282/1651 [====>.........................] - ETA: 3:10 - loss: 329.6082 - logits_profile_predictions_loss: 321.1653 - logcount_predictions_loss: 0.6754 283/1651 [====>.........................] - ETA: 3:09 - loss: 329.6116 - logits_profile_predictions_loss: 321.1684 - logcount_predictions_loss: 0.6755 284/1651 [====>.........................] - ETA: 3:09 - loss: 329.6148 - 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[==>...........................] - ETA: 3:24 - loss: 328.7536 - logits_profile_predictions_loss: 321.0922 - logcount_predictions_loss: 0.6129 175/1651 [==>...........................] - ETA: 3:24 - loss: 328.7418 - logits_profile_predictions_loss: 321.0792 - logcount_predictions_loss: 0.6130 176/1651 [==>...........................] - ETA: 3:24 - loss: 328.7308 - logits_profile_predictions_loss: 321.0668 - logcount_predictions_loss: 0.6131 177/1651 [==>...........................] - ETA: 3:24 - loss: 328.7196 - logits_profile_predictions_loss: 321.0544 - logcount_predictions_loss: 0.6132 178/1651 [==>...........................] - ETA: 3:24 - loss: 328.7079 - logits_profile_predictions_loss: 321.0416 - logcount_predictions_loss: 0.6133 179/1651 [==>...........................] - ETA: 3:24 - loss: 328.6982 - logits_profile_predictions_loss: 321.0307 - logcount_predictions_loss: 0.6134 180/1651 [==>...........................] - ETA: 3:24 - loss: 328.6875 - logits_profile_predictions_loss: 321.0188 - logcount_predictions_loss: 0.6135 181/1651 [==>...........................] - ETA: 3:23 - loss: 328.6770 - logits_profile_predictions_loss: 321.0071 - logcount_predictions_loss: 0.6136 182/1651 [==>...........................] - ETA: 3:23 - loss: 328.6670 - logits_profile_predictions_loss: 320.9958 - logcount_predictions_loss: 0.6137 183/1651 [==>...........................] - ETA: 3:23 - loss: 328.6565 - logits_profile_predictions_loss: 320.9841 - logcount_predictions_loss: 0.6138 184/1651 [==>...........................] - ETA: 3:23 - loss: 328.6471 - logits_profile_predictions_loss: 320.9735 - logcount_predictions_loss: 0.6139 185/1651 [==>...........................] - ETA: 3:23 - loss: 328.6373 - logits_profile_predictions_loss: 320.9625 - logcount_predictions_loss: 0.6140 186/1651 [==>...........................] - ETA: 3:23 - loss: 328.6278 - logits_profile_predictions_loss: 320.9519 - logcount_predictions_loss: 0.6141 187/1651 [==>...........................] - ETA: 3:23 - loss: 328.6185 - logits_profile_predictions_loss: 320.9415 - logcount_predictions_loss: 0.6142 188/1651 [==>...........................] - ETA: 3:22 - loss: 328.6086 - logits_profile_predictions_loss: 320.9306 - logcount_predictions_loss: 0.6142 189/1651 [==>...........................] - ETA: 3:22 - loss: 328.5979 - logits_profile_predictions_loss: 320.9189 - logcount_predictions_loss: 0.6143 190/1651 [==>...........................] - ETA: 3:22 - loss: 328.5862 - logits_profile_predictions_loss: 320.9062 - logcount_predictions_loss: 0.6144 191/1651 [==>...........................] - ETA: 3:22 - loss: 328.5746 - logits_profile_predictions_loss: 320.8936 - logcount_predictions_loss: 0.6145 192/1651 [==>...........................] - ETA: 3:22 - loss: 328.5625 - logits_profile_predictions_loss: 320.8805 - logcount_predictions_loss: 0.6146 193/1651 [==>...........................] - ETA: 3:22 - loss: 328.5498 - logits_profile_predictions_loss: 320.8668 - logcount_predictions_loss: 0.6146 194/1651 [==>...........................] - ETA: 3:22 - loss: 328.5377 - logits_profile_predictions_loss: 320.8537 - logcount_predictions_loss: 0.6147 195/1651 [==>...........................] - ETA: 3:21 - loss: 328.5261 - logits_profile_predictions_loss: 320.8411 - logcount_predictions_loss: 0.6148 196/1651 [==>...........................] - ETA: 3:21 - loss: 328.5151 - logits_profile_predictions_loss: 320.8291 - logcount_predictions_loss: 0.6149 197/1651 [==>...........................] - ETA: 3:21 - loss: 328.5040 - logits_profile_predictions_loss: 320.8170 - logcount_predictions_loss: 0.6150 198/1651 [==>...........................] - ETA: 3:21 - loss: 328.4930 - logits_profile_predictions_loss: 320.8051 - logcount_predictions_loss: 0.6150 199/1651 [==>...........................] - ETA: 3:21 - loss: 328.4822 - logits_profile_predictions_loss: 320.7932 - logcount_predictions_loss: 0.6151 200/1651 [==>...........................] - ETA: 3:21 - loss: 328.4712 - logits_profile_predictions_loss: 320.7813 - logcount_predictions_loss: 0.6152 201/1651 [==>...........................] - ETA: 3:21 - loss: 328.4614 - logits_profile_predictions_loss: 320.7707 - logcount_predictions_loss: 0.6153 202/1651 [==>...........................] - ETA: 3:20 - loss: 328.4522 - logits_profile_predictions_loss: 320.7606 - logcount_predictions_loss: 0.6153 203/1651 [==>...........................] - ETA: 3:20 - loss: 328.4438 - logits_profile_predictions_loss: 320.7514 - logcount_predictions_loss: 0.6154 204/1651 [==>...........................] - ETA: 3:20 - loss: 328.4362 - logits_profile_predictions_loss: 320.7430 - logcount_predictions_loss: 0.6155 205/1651 [==>...........................] - ETA: 3:20 - loss: 328.4288 - logits_profile_predictions_loss: 320.7348 - logcount_predictions_loss: 0.6155 206/1651 [==>...........................] - ETA: 3:20 - loss: 328.4223 - logits_profile_predictions_loss: 320.7275 - logcount_predictions_loss: 0.6156 207/1651 [==>...........................] - ETA: 3:20 - loss: 328.4146 - logits_profile_predictions_loss: 320.7190 - logcount_predictions_loss: 0.6156 208/1651 [==>...........................] - ETA: 3:20 - loss: 328.4071 - logits_profile_predictions_loss: 320.7109 - logcount_predictions_loss: 0.6157 209/1651 [==>...........................] - ETA: 3:20 - loss: 328.4003 - logits_profile_predictions_loss: 320.7033 - logcount_predictions_loss: 0.6158 210/1651 [==>...........................] - ETA: 3:19 - loss: 328.3941 - logits_profile_predictions_loss: 320.6964 - logcount_predictions_loss: 0.6158 211/1651 [==>...........................] - ETA: 3:19 - loss: 328.3883 - logits_profile_predictions_loss: 320.6898 - logcount_predictions_loss: 0.6159 212/1651 [==>...........................] - ETA: 3:19 - loss: 328.3821 - logits_profile_predictions_loss: 320.6828 - logcount_predictions_loss: 0.6160 213/1651 [==>...........................] - ETA: 3:19 - loss: 328.3765 - logits_profile_predictions_loss: 320.6764 - logcount_predictions_loss: 0.6160 214/1651 [==>...........................] - ETA: 3:19 - loss: 328.3710 - logits_profile_predictions_loss: 320.6703 - logcount_predictions_loss: 0.6161 215/1651 [==>...........................] - ETA: 3:19 - loss: 328.3658 - logits_profile_predictions_loss: 320.6643 - logcount_predictions_loss: 0.6161 216/1651 [==>...........................] - ETA: 3:19 - loss: 328.3596 - logits_profile_predictions_loss: 320.6574 - logcount_predictions_loss: 0.6162 217/1651 [==>...........................] - ETA: 3:18 - loss: 328.3525 - logits_profile_predictions_loss: 320.6496 - logcount_predictions_loss: 0.6162 218/1651 [==>...........................] - ETA: 3:18 - loss: 328.3456 - logits_profile_predictions_loss: 320.6420 - logcount_predictions_loss: 0.6163 219/1651 [==>...........................] - ETA: 3:18 - loss: 328.3389 - logits_profile_predictions_loss: 320.6346 - logcount_predictions_loss: 0.6163 220/1651 [==>...........................] - ETA: 3:18 - loss: 328.3323 - logits_profile_predictions_loss: 320.6273 - logcount_predictions_loss: 0.6164 221/1651 [===>..........................] - ETA: 3:18 - loss: 328.3247 - logits_profile_predictions_loss: 320.6191 - logcount_predictions_loss: 0.6165 222/1651 [===>..........................] - ETA: 3:18 - loss: 328.3165 - logits_profile_predictions_loss: 320.6102 - logcount_predictions_loss: 0.6165 223/1651 [===>..........................] - ETA: 3:18 - loss: 328.3095 - logits_profile_predictions_loss: 320.6026 - logcount_predictions_loss: 0.6166 224/1651 [===>..........................] - ETA: 3:17 - loss: 328.3023 - logits_profile_predictions_loss: 320.5949 - logcount_predictions_loss: 0.6166 225/1651 [===>..........................] - ETA: 3:17 - loss: 328.2950 - logits_profile_predictions_loss: 320.5870 - logcount_predictions_loss: 0.6166 226/1651 [===>..........................] - ETA: 3:17 - loss: 328.2878 - logits_profile_predictions_loss: 320.5792 - logcount_predictions_loss: 0.6167 227/1651 [===>..........................] - ETA: 3:17 - loss: 328.2802 - logits_profile_predictions_loss: 320.5711 - logcount_predictions_loss: 0.6167 228/1651 [===>..........................] - ETA: 3:17 - loss: 328.2730 - logits_profile_predictions_loss: 320.5634 - logcount_predictions_loss: 0.6168 229/1651 [===>..........................] - ETA: 3:17 - loss: 328.2670 - logits_profile_predictions_loss: 320.5568 - logcount_predictions_loss: 0.6168 230/1651 [===>..........................] - ETA: 3:17 - loss: 328.2603 - logits_profile_predictions_loss: 320.5496 - logcount_predictions_loss: 0.6169 231/1651 [===>..........................] - ETA: 3:16 - loss: 328.2536 - logits_profile_predictions_loss: 320.5425 - logcount_predictions_loss: 0.6169 232/1651 [===>..........................] - ETA: 3:16 - loss: 328.2466 - logits_profile_predictions_loss: 320.5351 - logcount_predictions_loss: 0.6169 233/1651 [===>..........................] - ETA: 3:16 - loss: 328.2399 - logits_profile_predictions_loss: 320.5280 - logcount_predictions_loss: 0.6170 234/1651 [===>..........................] - ETA: 3:16 - loss: 328.2333 - logits_profile_predictions_loss: 320.5210 - logcount_predictions_loss: 0.6170 235/1651 [===>..........................] - ETA: 3:16 - loss: 328.2268 - logits_profile_predictions_loss: 320.5141 - logcount_predictions_loss: 0.6170 236/1651 [===>..........................] - ETA: 3:16 - loss: 328.2198 - logits_profile_predictions_loss: 320.5068 - logcount_predictions_loss: 0.6170 237/1651 [===>..........................] - ETA: 3:16 - loss: 328.2134 - logits_profile_predictions_loss: 320.5001 - logcount_predictions_loss: 0.6171 238/1651 [===>..........................] - ETA: 3:15 - loss: 328.2070 - logits_profile_predictions_loss: 320.4934 - logcount_predictions_loss: 0.6171 239/1651 [===>..........................] - ETA: 3:15 - loss: 328.2007 - logits_profile_predictions_loss: 320.4868 - logcount_predictions_loss: 0.6171 240/1651 [===>..........................] - ETA: 3:15 - loss: 328.1945 - logits_profile_predictions_loss: 320.4803 - logcount_predictions_loss: 0.6171 241/1651 [===>..........................] - ETA: 3:15 - loss: 328.1885 - logits_profile_predictions_loss: 320.4741 - logcount_predictions_loss: 0.6172 242/1651 [===>..........................] - ETA: 3:15 - loss: 328.1828 - logits_profile_predictions_loss: 320.4681 - logcount_predictions_loss: 0.6172 243/1651 [===>..........................] - ETA: 3:15 - loss: 328.1772 - logits_profile_predictions_loss: 320.4623 - logcount_predictions_loss: 0.6172 244/1651 [===>..........................] - ETA: 3:15 - loss: 328.1716 - logits_profile_predictions_loss: 320.4565 - logcount_predictions_loss: 0.6172 245/1651 [===>..........................] - ETA: 3:15 - loss: 328.1659 - 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[===>..........................] - ETA: 3:14 - loss: 328.1289 - logits_profile_predictions_loss: 320.4115 - logcount_predictions_loss: 0.6174 253/1651 [===>..........................] - ETA: 3:13 - loss: 328.1238 - logits_profile_predictions_loss: 320.4061 - logcount_predictions_loss: 0.6174 254/1651 [===>..........................] - ETA: 3:13 - loss: 328.1198 - logits_profile_predictions_loss: 320.4018 - logcount_predictions_loss: 0.6174 255/1651 [===>..........................] - ETA: 3:13 - loss: 328.1163 - logits_profile_predictions_loss: 320.3979 - logcount_predictions_loss: 0.6175 256/1651 [===>..........................] - ETA: 3:13 - loss: 328.1124 - logits_profile_predictions_loss: 320.3936 - logcount_predictions_loss: 0.6175 257/1651 [===>..........................] - ETA: 3:13 - loss: 328.1083 - logits_profile_predictions_loss: 320.3891 - logcount_predictions_loss: 0.6175 258/1651 [===>..........................] - ETA: 3:13 - loss: 328.1050 - logits_profile_predictions_loss: 320.3853 - logcount_predictions_loss: 0.6176 259/1651 [===>..........................] - ETA: 3:13 - loss: 328.1013 - logits_profile_predictions_loss: 320.3811 - logcount_predictions_loss: 0.6176 260/1651 [===>..........................] - ETA: 3:12 - loss: 328.0975 - logits_profile_predictions_loss: 320.3768 - logcount_predictions_loss: 0.6177 261/1651 [===>..........................] - ETA: 3:12 - loss: 328.0930 - logits_profile_predictions_loss: 320.3719 - logcount_predictions_loss: 0.6177 262/1651 [===>..........................] - ETA: 3:12 - loss: 328.0887 - logits_profile_predictions_loss: 320.3671 - logcount_predictions_loss: 0.6177 263/1651 [===>..........................] - ETA: 3:12 - loss: 328.0846 - logits_profile_predictions_loss: 320.3625 - logcount_predictions_loss: 0.6178 264/1651 [===>..........................] - ETA: 3:12 - loss: 328.0803 - logits_profile_predictions_loss: 320.3578 - logcount_predictions_loss: 0.6178 265/1651 [===>..........................] - ETA: 3:12 - loss: 328.0767 - logits_profile_predictions_loss: 320.3537 - logcount_predictions_loss: 0.6178 266/1651 [===>..........................] - ETA: 3:12 - loss: 328.0724 - logits_profile_predictions_loss: 320.3489 - logcount_predictions_loss: 0.6179 267/1651 [===>..........................] - ETA: 3:11 - loss: 328.0686 - logits_profile_predictions_loss: 320.3446 - logcount_predictions_loss: 0.6179 268/1651 [===>..........................] - ETA: 3:11 - loss: 328.0654 - logits_profile_predictions_loss: 320.3410 - logcount_predictions_loss: 0.6180 269/1651 [===>..........................] - ETA: 3:11 - loss: 328.0620 - logits_profile_predictions_loss: 320.3371 - logcount_predictions_loss: 0.6180 270/1651 [===>..........................] - ETA: 3:11 - loss: 328.0583 - logits_profile_predictions_loss: 320.3329 - logcount_predictions_loss: 0.6180 271/1651 [===>..........................] - ETA: 3:11 - loss: 328.0539 - logits_profile_predictions_loss: 320.3280 - logcount_predictions_loss: 0.6181 272/1651 [===>..........................] - ETA: 3:11 - loss: 328.0497 - logits_profile_predictions_loss: 320.3234 - logcount_predictions_loss: 0.6181 273/1651 [===>..........................] - ETA: 3:11 - loss: 328.0455 - logits_profile_predictions_loss: 320.3188 - logcount_predictions_loss: 0.6181 274/1651 [===>..........................] - ETA: 3:10 - loss: 328.0416 - logits_profile_predictions_loss: 320.3144 - logcount_predictions_loss: 0.6182 275/1651 [===>..........................] - ETA: 3:10 - loss: 328.0372 - logits_profile_predictions_loss: 320.3097 - logcount_predictions_loss: 0.6182 276/1651 [====>.........................] - ETA: 3:10 - loss: 328.0331 - logits_profile_predictions_loss: 320.3051 - logcount_predictions_loss: 0.6182 277/1651 [====>.........................] - ETA: 3:10 - loss: 328.0290 - logits_profile_predictions_loss: 320.3006 - logcount_predictions_loss: 0.6183 278/1651 [====>.........................] - ETA: 3:10 - loss: 328.0250 - logits_profile_predictions_loss: 320.2962 - logcount_predictions_loss: 0.6183 279/1651 [====>.........................] - ETA: 3:10 - loss: 328.0211 - logits_profile_predictions_loss: 320.2919 - logcount_predictions_loss: 0.6183 280/1651 [====>.........................] - ETA: 3:10 - loss: 328.0170 - logits_profile_predictions_loss: 320.2874 - logcount_predictions_loss: 0.6184 281/1651 [====>.........................] - ETA: 3:10 - loss: 328.0129 - logits_profile_predictions_loss: 320.2828 - logcount_predictions_loss: 0.6184 282/1651 [====>.........................] - ETA: 3:09 - loss: 328.0084 - logits_profile_predictions_loss: 320.2779 - logcount_predictions_loss: 0.6184 283/1651 [====>.........................] - ETA: 3:09 - loss: 328.0035 - logits_profile_predictions_loss: 320.2727 - logcount_predictions_loss: 0.6185 284/1651 [====>.........................] - ETA: 3:09 - loss: 327.9986 - logits_profile_predictions_loss: 320.2674 - logcount_predictions_loss: 0.6185 285/1651 [====>.........................] - ETA: 3:09 - loss: 327.9941 - logits_profile_predictions_loss: 320.2624 - logcount_predictions_loss: 0.6185 286/1651 [====>.........................] - ETA: 3:09 - loss: 327.9895 - logits_profile_predictions_loss: 320.2575 - logcount_predictions_loss: 0.6186 287/1651 [====>.........................] - ETA: 3:09 - loss: 327.9846 - logits_profile_predictions_loss: 320.2523 - logcount_predictions_loss: 0.6186 288/1651 [====>.........................] - ETA: 3:09 - loss: 327.9804 - logits_profile_predictions_loss: 320.2477 - logcount_predictions_loss: 0.6186 289/1651 [====>.........................] - ETA: 3:08 - loss: 327.9762 - logits_profile_predictions_loss: 320.2431 - logcount_predictions_loss: 0.6186 290/1651 [====>.........................] - ETA: 3:08 - loss: 327.9722 - logits_profile_predictions_loss: 320.2388 - logcount_predictions_loss: 0.6187 291/1651 [====>.........................] - ETA: 3:08 - loss: 327.9681 - logits_profile_predictions_loss: 320.2344 - logcount_predictions_loss: 0.6187 292/1651 [====>.........................] - ETA: 3:08 - loss: 327.9641 - logits_profile_predictions_loss: 320.2300 - logcount_predictions_loss: 0.6187 293/1651 [====>.........................] - ETA: 3:08 - loss: 327.9601 - logits_profile_predictions_loss: 320.2257 - logcount_predictions_loss: 0.6188 294/1651 [====>.........................] - ETA: 3:08 - loss: 327.9562 - logits_profile_predictions_loss: 320.2215 - logcount_predictions_loss: 0.6188 295/1651 [====>.........................] - ETA: 3:08 - loss: 327.9522 - logits_profile_predictions_loss: 320.2172 - logcount_predictions_loss: 0.6188 296/1651 [====>.........................] - ETA: 3:07 - loss: 327.9479 - logits_profile_predictions_loss: 320.2125 - logcount_predictions_loss: 0.6188 297/1651 [====>.........................] - ETA: 3:07 - loss: 327.9432 - logits_profile_predictions_loss: 320.2075 - logcount_predictions_loss: 0.6189 298/1651 [====>.........................] - ETA: 3:07 - loss: 327.9387 - logits_profile_predictions_loss: 320.2027 - logcount_predictions_loss: 0.6189 299/1651 [====>.........................] - ETA: 3:07 - loss: 327.9339 - logits_profile_predictions_loss: 320.1976 - logcount_predictions_loss: 0.6189 300/1651 [====>.........................] - ETA: 3:07 - loss: 327.9295 - logits_profile_predictions_loss: 320.1929 - logcount_predictions_loss: 0.6189 301/1651 [====>.........................] - ETA: 3:07 - loss: 327.9249 - logits_profile_predictions_loss: 320.1881 - logcount_predictions_loss: 0.6190 302/1651 [====>.........................] - ETA: 3:07 - loss: 327.9208 - logits_profile_predictions_loss: 320.1837 - logcount_predictions_loss: 0.6190 303/1651 [====>.........................] - ETA: 3:06 - loss: 327.9170 - logits_profile_predictions_loss: 320.1797 - logcount_predictions_loss: 0.6190 304/1651 [====>.........................] - ETA: 3:06 - loss: 327.9132 - logits_profile_predictions_loss: 320.1756 - logcount_predictions_loss: 0.6190 305/1651 [====>.........................] - ETA: 3:06 - loss: 327.9095 - logits_profile_predictions_loss: 320.1717 - logcount_predictions_loss: 0.6190 306/1651 [====>.........................] - ETA: 3:06 - loss: 327.9062 - logits_profile_predictions_loss: 320.1681 - logcount_predictions_loss: 0.6191 307/1651 [====>.........................] - ETA: 3:06 - loss: 327.9032 - logits_profile_predictions_loss: 320.1647 - logcount_predictions_loss: 0.6191 308/1651 [====>.........................] - ETA: 3:06 - loss: 327.8999 - logits_profile_predictions_loss: 320.1612 - logcount_predictions_loss: 0.6191 309/1651 [====>.........................] - ETA: 3:06 - loss: 327.8968 - logits_profile_predictions_loss: 320.1578 - logcount_predictions_loss: 0.6191 310/1651 [====>.........................] - ETA: 3:05 - loss: 327.8937 - 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[..............................] - ETA: 3:46 - loss: 323.4254 - logits_profile_predictions_loss: 315.7919 - logcount_predictions_loss: 0.6107 24/1651 [..............................] - ETA: 3:46 - loss: 323.1900 - logits_profile_predictions_loss: 315.5680 - logcount_predictions_loss: 0.6098 25/1651 [..............................] - ETA: 3:46 - loss: 323.0001 - logits_profile_predictions_loss: 315.3871 - logcount_predictions_loss: 0.6090 26/1651 [..............................] - ETA: 3:45 - loss: 322.8112 - logits_profile_predictions_loss: 315.2064 - logcount_predictions_loss: 0.6084 27/1651 [..............................] - ETA: 3:45 - loss: 322.6484 - logits_profile_predictions_loss: 315.0508 - logcount_predictions_loss: 0.6078 28/1651 [..............................] - ETA: 3:45 - loss: 322.4714 - logits_profile_predictions_loss: 314.8803 - logcount_predictions_loss: 0.6073 29/1651 [..............................] - ETA: 3:45 - loss: 322.3395 - logits_profile_predictions_loss: 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43/1651 [..............................] - ETA: 3:43 - loss: 321.0156 - logits_profile_predictions_loss: 313.5311 - logcount_predictions_loss: 0.5988 44/1651 [..............................] - ETA: 3:43 - loss: 321.0107 - logits_profile_predictions_loss: 313.5297 - logcount_predictions_loss: 0.5985 45/1651 [..............................] - ETA: 3:42 - loss: 321.0140 - logits_profile_predictions_loss: 313.5357 - logcount_predictions_loss: 0.5983 46/1651 [..............................] - ETA: 3:42 - loss: 321.0250 - logits_profile_predictions_loss: 313.5496 - logcount_predictions_loss: 0.5980 47/1651 [..............................] - ETA: 3:42 - loss: 321.0240 - logits_profile_predictions_loss: 313.5518 - logcount_predictions_loss: 0.5978 48/1651 [..............................] - ETA: 3:42 - loss: 321.0274 - logits_profile_predictions_loss: 313.5576 - logcount_predictions_loss: 0.5976 49/1651 [..............................] - ETA: 3:42 - loss: 321.0305 - 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[>.............................] - ETA: 3:41 - loss: 321.0562 - logits_profile_predictions_loss: 313.6056 - logcount_predictions_loss: 0.5960 57/1651 [>.............................] - ETA: 3:41 - loss: 321.0456 - logits_profile_predictions_loss: 313.5968 - logcount_predictions_loss: 0.5959 58/1651 [>.............................] - ETA: 3:41 - loss: 321.0417 - logits_profile_predictions_loss: 313.5941 - logcount_predictions_loss: 0.5958 59/1651 [>.............................] - ETA: 3:40 - loss: 321.0303 - logits_profile_predictions_loss: 313.5843 - logcount_predictions_loss: 0.5957 60/1651 [>.............................] - ETA: 3:40 - loss: 321.0165 - logits_profile_predictions_loss: 313.5720 - logcount_predictions_loss: 0.5956 61/1651 [>.............................] - ETA: 3:40 - loss: 321.0038 - logits_profile_predictions_loss: 313.5606 - logcount_predictions_loss: 0.5955 62/1651 [>.............................] - ETA: 3:40 - loss: 320.9913 - logits_profile_predictions_loss: 313.5495 - logcount_predictions_loss: 0.5953 63/1651 [>.............................] - ETA: 3:40 - loss: 320.9797 - logits_profile_predictions_loss: 313.5398 - logcount_predictions_loss: 0.5952 64/1651 [>.............................] - ETA: 3:40 - loss: 320.9596 - logits_profile_predictions_loss: 313.5206 - logcount_predictions_loss: 0.5951 65/1651 [>.............................] - ETA: 3:40 - loss: 320.9423 - logits_profile_predictions_loss: 313.5042 - logcount_predictions_loss: 0.5951 66/1651 [>.............................] - ETA: 3:39 - loss: 320.9245 - logits_profile_predictions_loss: 313.4874 - logcount_predictions_loss: 0.5950 67/1651 [>.............................] - ETA: 3:39 - loss: 320.9188 - logits_profile_predictions_loss: 313.4827 - logcount_predictions_loss: 0.5949 68/1651 [>.............................] - ETA: 3:39 - loss: 320.9111 - logits_profile_predictions_loss: 313.4760 - logcount_predictions_loss: 0.5948 69/1651 [>.............................] - ETA: 3:39 - loss: 320.9156 - logits_profile_predictions_loss: 313.4816 - logcount_predictions_loss: 0.5947 70/1651 [>.............................] - ETA: 3:39 - loss: 320.9202 - logits_profile_predictions_loss: 313.4871 - logcount_predictions_loss: 0.5946 71/1651 [>.............................] - ETA: 3:39 - loss: 320.9247 - logits_profile_predictions_loss: 313.4928 - logcount_predictions_loss: 0.5946 72/1651 [>.............................] - ETA: 3:39 - loss: 320.9230 - logits_profile_predictions_loss: 313.4923 - logcount_predictions_loss: 0.5945 73/1651 [>.............................] - ETA: 3:38 - loss: 320.9257 - logits_profile_predictions_loss: 313.4963 - logcount_predictions_loss: 0.5944 74/1651 [>.............................] - ETA: 3:38 - loss: 320.9476 - logits_profile_predictions_loss: 313.5188 - logcount_predictions_loss: 0.5943 75/1651 [>.............................] - ETA: 3:38 - loss: 320.9679 - logits_profile_predictions_loss: 313.5398 - logcount_predictions_loss: 0.5942 76/1651 [>.............................] - ETA: 3:38 - loss: 320.9899 - logits_profile_predictions_loss: 313.5627 - logcount_predictions_loss: 0.5942 77/1651 [>.............................] - ETA: 3:38 - loss: 321.0164 - logits_profile_predictions_loss: 313.5900 - logcount_predictions_loss: 0.5941 78/1651 [>.............................] - ETA: 3:38 - loss: 321.0326 - logits_profile_predictions_loss: 313.6069 - logcount_predictions_loss: 0.5941 79/1651 [>.............................] - ETA: 3:38 - loss: 321.0611 - logits_profile_predictions_loss: 313.6363 - logcount_predictions_loss: 0.5940 80/1651 [>.............................] - ETA: 3:37 - loss: 321.0891 - logits_profile_predictions_loss: 313.6651 - logcount_predictions_loss: 0.5939 81/1651 [>.............................] - ETA: 3:37 - loss: 321.1199 - logits_profile_predictions_loss: 313.6967 - logcount_predictions_loss: 0.5939 82/1651 [>.............................] - ETA: 3:37 - loss: 321.1565 - logits_profile_predictions_loss: 313.7345 - logcount_predictions_loss: 0.5938 83/1651 [>.............................] - ETA: 3:37 - loss: 321.1926 - logits_profile_predictions_loss: 313.7717 - logcount_predictions_loss: 0.5937 84/1651 [>.............................] - ETA: 3:37 - loss: 321.2309 - logits_profile_predictions_loss: 313.8111 - logcount_predictions_loss: 0.5936 85/1651 [>.............................] - ETA: 3:37 - loss: 321.2671 - logits_profile_predictions_loss: 313.8485 - logcount_predictions_loss: 0.5935 86/1651 [>.............................] - ETA: 3:37 - loss: 321.3030 - logits_profile_predictions_loss: 313.8855 - logcount_predictions_loss: 0.5934 87/1651 [>.............................] - ETA: 3:36 - loss: 321.3331 - logits_profile_predictions_loss: 313.9170 - logcount_predictions_loss: 0.5933 88/1651 [>.............................] - ETA: 3:36 - loss: 321.3669 - logits_profile_predictions_loss: 313.9519 - logcount_predictions_loss: 0.5932 89/1651 [>.............................] - ETA: 3:36 - loss: 321.3966 - logits_profile_predictions_loss: 313.9826 - logcount_predictions_loss: 0.5931 90/1651 [>.............................] - ETA: 3:36 - loss: 321.4252 - logits_profile_predictions_loss: 314.0120 - logcount_predictions_loss: 0.5931 91/1651 [>.............................] - ETA: 3:36 - loss: 321.4558 - logits_profile_predictions_loss: 314.0436 - logcount_predictions_loss: 0.5930 92/1651 [>.............................] - ETA: 3:36 - loss: 321.4879 - logits_profile_predictions_loss: 314.0767 - logcount_predictions_loss: 0.5929 93/1651 [>.............................] - ETA: 3:36 - loss: 321.5221 - logits_profile_predictions_loss: 314.1119 - logcount_predictions_loss: 0.5928 94/1651 [>.............................] - ETA: 3:35 - loss: 321.5562 - logits_profile_predictions_loss: 314.1467 - logcount_predictions_loss: 0.5928 95/1651 [>.............................] - ETA: 3:35 - loss: 321.5902 - logits_profile_predictions_loss: 314.1813 - logcount_predictions_loss: 0.5927 96/1651 [>.............................] - ETA: 3:35 - loss: 321.6186 - logits_profile_predictions_loss: 314.2105 - logcount_predictions_loss: 0.5927 97/1651 [>.............................] - ETA: 3:35 - loss: 321.6465 - logits_profile_predictions_loss: 314.2388 - logcount_predictions_loss: 0.5926 98/1651 [>.............................] - ETA: 3:35 - loss: 321.6737 - logits_profile_predictions_loss: 314.2664 - logcount_predictions_loss: 0.5926 99/1651 [>.............................] - ETA: 3:35 - loss: 321.7025 - logits_profile_predictions_loss: 314.2954 - logcount_predictions_loss: 0.5926 100/1651 [>.............................] - ETA: 3:35 - loss: 321.7290 - logits_profile_predictions_loss: 314.3222 - logcount_predictions_loss: 0.5925 101/1651 [>.............................] - ETA: 3:34 - loss: 321.7560 - logits_profile_predictions_loss: 314.3495 - logcount_predictions_loss: 0.5925 102/1651 [>.............................] - ETA: 3:34 - loss: 321.7774 - logits_profile_predictions_loss: 314.3714 - logcount_predictions_loss: 0.5925 103/1651 [>.............................] - ETA: 3:34 - loss: 321.7978 - logits_profile_predictions_loss: 314.3922 - logcount_predictions_loss: 0.5924 104/1651 [>.............................] - ETA: 3:34 - loss: 321.8204 - logits_profile_predictions_loss: 314.4153 - logcount_predictions_loss: 0.5924 105/1651 [>.............................] - ETA: 3:34 - loss: 321.8382 - logits_profile_predictions_loss: 314.4336 - logcount_predictions_loss: 0.5924 106/1651 [>.............................] - ETA: 3:34 - loss: 321.8561 - logits_profile_predictions_loss: 314.4520 - logcount_predictions_loss: 0.5923 107/1651 [>.............................] - ETA: 3:34 - loss: 321.8727 - logits_profile_predictions_loss: 314.4693 - logcount_predictions_loss: 0.5923 108/1651 [>.............................] - ETA: 3:33 - loss: 321.8864 - logits_profile_predictions_loss: 314.4835 - logcount_predictions_loss: 0.5922 109/1651 [>.............................] - ETA: 3:33 - loss: 321.8981 - logits_profile_predictions_loss: 314.4957 - logcount_predictions_loss: 0.5922 110/1651 [>.............................] - ETA: 3:33 - loss: 321.9090 - logits_profile_predictions_loss: 314.5071 - logcount_predictions_loss: 0.5922 111/1651 [=>............................] - ETA: 3:33 - loss: 321.9168 - logits_profile_predictions_loss: 314.5153 - logcount_predictions_loss: 0.5921 112/1651 [=>............................] - ETA: 3:33 - loss: 321.9228 - logits_profile_predictions_loss: 314.5218 - logcount_predictions_loss: 0.5921 113/1651 [=>............................] - ETA: 3:33 - loss: 321.9282 - logits_profile_predictions_loss: 314.5278 - logcount_predictions_loss: 0.5920 114/1651 [=>............................] - ETA: 3:33 - loss: 321.9342 - logits_profile_predictions_loss: 314.5341 - logcount_predictions_loss: 0.5920 115/1651 [=>............................] - ETA: 3:32 - loss: 321.9398 - logits_profile_predictions_loss: 314.5398 - logcount_predictions_loss: 0.5920 116/1651 [=>............................] - ETA: 3:32 - loss: 321.9456 - logits_profile_predictions_loss: 314.5456 - logcount_predictions_loss: 0.5920 117/1651 [=>............................] - ETA: 3:32 - loss: 321.9508 - logits_profile_predictions_loss: 314.5508 - logcount_predictions_loss: 0.5920 118/1651 [=>............................] - ETA: 3:32 - loss: 321.9545 - logits_profile_predictions_loss: 314.5546 - logcount_predictions_loss: 0.5920 119/1651 [=>............................] - ETA: 3:32 - loss: 321.9620 - logits_profile_predictions_loss: 314.5622 - logcount_predictions_loss: 0.5920 120/1651 [=>............................] - ETA: 3:32 - loss: 321.9706 - logits_profile_predictions_loss: 314.5708 - logcount_predictions_loss: 0.5920 121/1651 [=>............................] - ETA: 3:32 - loss: 321.9786 - logits_profile_predictions_loss: 314.5790 - logcount_predictions_loss: 0.5920 122/1651 [=>............................] - ETA: 3:32 - loss: 321.9863 - logits_profile_predictions_loss: 314.5871 - logcount_predictions_loss: 0.5919 123/1651 [=>............................] - ETA: 3:31 - loss: 321.9926 - logits_profile_predictions_loss: 314.5938 - logcount_predictions_loss: 0.5919 124/1651 [=>............................] - ETA: 3:31 - loss: 321.9983 - logits_profile_predictions_loss: 314.6000 - logcount_predictions_loss: 0.5919 125/1651 [=>............................] - ETA: 3:31 - loss: 322.0080 - logits_profile_predictions_loss: 314.6101 - logcount_predictions_loss: 0.5918 126/1651 [=>............................] - ETA: 3:31 - loss: 322.0180 - logits_profile_predictions_loss: 314.6206 - logcount_predictions_loss: 0.5918 127/1651 [=>............................] - ETA: 3:31 - loss: 322.0276 - logits_profile_predictions_loss: 314.6308 - logcount_predictions_loss: 0.5917 128/1651 [=>............................] - ETA: 3:31 - loss: 322.0352 - logits_profile_predictions_loss: 314.6390 - logcount_predictions_loss: 0.5917 129/1651 [=>............................] - ETA: 3:31 - loss: 322.0427 - logits_profile_predictions_loss: 314.6472 - logcount_predictions_loss: 0.5916 130/1651 [=>............................] - ETA: 3:30 - loss: 322.0511 - logits_profile_predictions_loss: 314.6562 - logcount_predictions_loss: 0.5916 131/1651 [=>............................] - ETA: 3:30 - loss: 322.0600 - logits_profile_predictions_loss: 314.6656 - logcount_predictions_loss: 0.5916 132/1651 [=>............................] - ETA: 3:30 - loss: 322.0678 - logits_profile_predictions_loss: 314.6739 - logcount_predictions_loss: 0.5915 133/1651 [=>............................] - ETA: 3:30 - loss: 322.0755 - logits_profile_predictions_loss: 314.6821 - logcount_predictions_loss: 0.5915 134/1651 [=>............................] - ETA: 3:30 - loss: 322.0826 - logits_profile_predictions_loss: 314.6896 - logcount_predictions_loss: 0.5914 135/1651 [=>............................] - ETA: 3:30 - loss: 322.0894 - logits_profile_predictions_loss: 314.6969 - logcount_predictions_loss: 0.5914 136/1651 [=>............................] - ETA: 3:30 - loss: 322.0948 - logits_profile_predictions_loss: 314.7028 - logcount_predictions_loss: 0.5914 137/1651 [=>............................] - ETA: 3:29 - loss: 322.1010 - logits_profile_predictions_loss: 314.7096 - logcount_predictions_loss: 0.5913 138/1651 [=>............................] - ETA: 3:29 - loss: 322.1066 - logits_profile_predictions_loss: 314.7158 - logcount_predictions_loss: 0.5913 139/1651 [=>............................] - ETA: 3:29 - loss: 322.1113 - logits_profile_predictions_loss: 314.7211 - logcount_predictions_loss: 0.5912 140/1651 [=>............................] - ETA: 3:29 - loss: 322.1157 - logits_profile_predictions_loss: 314.7262 - logcount_predictions_loss: 0.5912 141/1651 [=>............................] - ETA: 3:29 - loss: 322.1215 - 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[=>............................] - ETA: 3:28 - loss: 322.1559 - logits_profile_predictions_loss: 314.7720 - logcount_predictions_loss: 0.5907 149/1651 [=>............................] - ETA: 3:28 - loss: 322.1610 - logits_profile_predictions_loss: 314.7779 - logcount_predictions_loss: 0.5907 150/1651 [=>............................] - ETA: 3:28 - loss: 322.1661 - logits_profile_predictions_loss: 314.7837 - logcount_predictions_loss: 0.5906 151/1651 [=>............................] - ETA: 3:27 - loss: 322.1708 - logits_profile_predictions_loss: 314.7890 - logcount_predictions_loss: 0.5905 152/1651 [=>............................] - ETA: 3:27 - loss: 322.1762 - logits_profile_predictions_loss: 314.7951 - logcount_predictions_loss: 0.5905 153/1651 [=>............................] - ETA: 3:27 - loss: 322.1804 - logits_profile_predictions_loss: 314.8000 - logcount_predictions_loss: 0.5904 154/1651 [=>............................] - ETA: 3:27 - loss: 322.1844 - 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[=>............................] - ETA: 3:26 - loss: 322.1924 - logits_profile_predictions_loss: 314.8182 - logcount_predictions_loss: 0.5899 162/1651 [=>............................] - ETA: 3:26 - loss: 322.1924 - logits_profile_predictions_loss: 314.8189 - logcount_predictions_loss: 0.5899 163/1651 [=>............................] - ETA: 3:26 - loss: 322.1928 - logits_profile_predictions_loss: 314.8200 - logcount_predictions_loss: 0.5898 164/1651 [=>............................] - ETA: 3:26 - loss: 322.1928 - logits_profile_predictions_loss: 314.8204 - logcount_predictions_loss: 0.5898 165/1651 [=>............................] - ETA: 3:26 - loss: 322.1925 - logits_profile_predictions_loss: 314.8207 - logcount_predictions_loss: 0.5898 166/1651 [==>...........................] - ETA: 3:25 - loss: 322.1916 - logits_profile_predictions_loss: 314.8203 - logcount_predictions_loss: 0.5897 167/1651 [==>...........................] - ETA: 3:25 - loss: 322.1907 - 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[==>...........................] - ETA: 3:24 - loss: 322.1694 - logits_profile_predictions_loss: 314.8025 - logcount_predictions_loss: 0.5894 175/1651 [==>...........................] - ETA: 3:24 - loss: 322.1642 - logits_profile_predictions_loss: 314.7979 - logcount_predictions_loss: 0.5893 176/1651 [==>...........................] - ETA: 3:24 - loss: 322.1585 - logits_profile_predictions_loss: 314.7929 - logcount_predictions_loss: 0.5893 177/1651 [==>...........................] - ETA: 3:24 - loss: 322.1524 - logits_profile_predictions_loss: 314.7874 - logcount_predictions_loss: 0.5892 178/1651 [==>...........................] - ETA: 3:24 - loss: 322.1462 - logits_profile_predictions_loss: 314.7819 - logcount_predictions_loss: 0.5891 179/1651 [==>...........................] - ETA: 3:24 - loss: 322.1398 - logits_profile_predictions_loss: 314.7762 - logcount_predictions_loss: 0.5891 180/1651 [==>...........................] - ETA: 3:23 - loss: 322.1334 - logits_profile_predictions_loss: 314.7705 - logcount_predictions_loss: 0.5890 181/1651 [==>...........................] - ETA: 3:23 - loss: 322.1271 - logits_profile_predictions_loss: 314.7650 - logcount_predictions_loss: 0.5890 182/1651 [==>...........................] - ETA: 3:23 - loss: 322.1207 - logits_profile_predictions_loss: 314.7593 - logcount_predictions_loss: 0.5889 183/1651 [==>...........................] - ETA: 3:23 - loss: 322.1148 - logits_profile_predictions_loss: 314.7541 - logcount_predictions_loss: 0.5889 184/1651 [==>...........................] - ETA: 3:23 - loss: 322.1086 - logits_profile_predictions_loss: 314.7487 - logcount_predictions_loss: 0.5888 185/1651 [==>...........................] - ETA: 3:23 - loss: 322.1032 - logits_profile_predictions_loss: 314.7440 - logcount_predictions_loss: 0.5887 186/1651 [==>...........................] - ETA: 3:23 - loss: 322.0973 - logits_profile_predictions_loss: 314.7388 - logcount_predictions_loss: 0.5887 187/1651 [==>...........................] - ETA: 3:23 - loss: 322.0907 - logits_profile_predictions_loss: 314.7329 - logcount_predictions_loss: 0.5886 188/1651 [==>...........................] - ETA: 3:22 - loss: 322.0846 - logits_profile_predictions_loss: 314.7274 - logcount_predictions_loss: 0.5886 189/1651 [==>...........................] - ETA: 3:22 - loss: 322.0803 - logits_profile_predictions_loss: 314.7237 - logcount_predictions_loss: 0.5885 190/1651 [==>...........................] - ETA: 3:22 - loss: 322.0764 - logits_profile_predictions_loss: 314.7205 - logcount_predictions_loss: 0.5885 191/1651 [==>...........................] - ETA: 3:22 - loss: 322.0738 - logits_profile_predictions_loss: 314.7186 - logcount_predictions_loss: 0.5884 192/1651 [==>...........................] - ETA: 3:22 - loss: 322.0728 - logits_profile_predictions_loss: 314.7182 - logcount_predictions_loss: 0.5884 193/1651 [==>...........................] - ETA: 3:22 - loss: 322.0726 - logits_profile_predictions_loss: 314.7186 - logcount_predictions_loss: 0.5883 194/1651 [==>...........................] - ETA: 3:22 - loss: 322.0722 - logits_profile_predictions_loss: 314.7188 - logcount_predictions_loss: 0.5883 195/1651 [==>...........................] - ETA: 3:21 - loss: 322.0713 - logits_profile_predictions_loss: 314.7184 - logcount_predictions_loss: 0.5882 196/1651 [==>...........................] - ETA: 3:21 - loss: 322.0709 - logits_profile_predictions_loss: 314.7185 - logcount_predictions_loss: 0.5882 197/1651 [==>...........................] - ETA: 3:21 - loss: 322.0713 - logits_profile_predictions_loss: 314.7192 - logcount_predictions_loss: 0.5882 198/1651 [==>...........................] - ETA: 3:21 - loss: 322.0719 - logits_profile_predictions_loss: 314.7202 - logcount_predictions_loss: 0.5881 199/1651 [==>...........................] - ETA: 3:21 - loss: 322.0721 - logits_profile_predictions_loss: 314.7207 - logcount_predictions_loss: 0.5881 200/1651 [==>...........................] - ETA: 3:21 - loss: 322.0729 - logits_profile_predictions_loss: 314.7217 - logcount_predictions_loss: 0.5881 201/1651 [==>...........................] - ETA: 3:21 - loss: 322.0742 - logits_profile_predictions_loss: 314.7233 - logcount_predictions_loss: 0.5881 202/1651 [==>...........................] - ETA: 3:20 - loss: 322.0747 - logits_profile_predictions_loss: 314.7241 - logcount_predictions_loss: 0.5881 203/1651 [==>...........................] - ETA: 3:20 - loss: 322.0750 - logits_profile_predictions_loss: 314.7246 - logcount_predictions_loss: 0.5880 204/1651 [==>...........................] - ETA: 3:20 - loss: 322.0751 - logits_profile_predictions_loss: 314.7249 - logcount_predictions_loss: 0.5880 205/1651 [==>...........................] - ETA: 3:20 - loss: 322.0764 - logits_profile_predictions_loss: 314.7265 - logcount_predictions_loss: 0.5880 206/1651 [==>...........................] - ETA: 3:20 - loss: 322.0776 - logits_profile_predictions_loss: 314.7279 - logcount_predictions_loss: 0.5880 207/1651 [==>...........................] - ETA: 3:20 - loss: 322.0786 - logits_profile_predictions_loss: 314.7292 - logcount_predictions_loss: 0.5880 208/1651 [==>...........................] - ETA: 3:20 - loss: 322.0798 - logits_profile_predictions_loss: 314.7305 - logcount_predictions_loss: 0.5879 209/1651 [==>...........................] - ETA: 3:19 - loss: 322.0816 - logits_profile_predictions_loss: 314.7325 - logcount_predictions_loss: 0.5879 210/1651 [==>...........................] - ETA: 3:19 - loss: 322.0842 - logits_profile_predictions_loss: 314.7352 - logcount_predictions_loss: 0.5879 211/1651 [==>...........................] - ETA: 3:19 - loss: 322.0865 - logits_profile_predictions_loss: 314.7377 - logcount_predictions_loss: 0.5879 212/1651 [==>...........................] - ETA: 3:19 - loss: 322.0888 - logits_profile_predictions_loss: 314.7401 - logcount_predictions_loss: 0.5879 213/1651 [==>...........................] - ETA: 3:19 - loss: 322.0910 - logits_profile_predictions_loss: 314.7425 - logcount_predictions_loss: 0.5879 214/1651 [==>...........................] - ETA: 3:19 - loss: 322.0939 - logits_profile_predictions_loss: 314.7455 - logcount_predictions_loss: 0.5879 215/1651 [==>...........................] - ETA: 3:19 - loss: 322.0974 - logits_profile_predictions_loss: 314.7491 - logcount_predictions_loss: 0.5879 216/1651 [==>...........................] - ETA: 3:18 - loss: 322.1006 - logits_profile_predictions_loss: 314.7523 - logcount_predictions_loss: 0.5879 217/1651 [==>...........................] - ETA: 3:18 - loss: 322.1043 - logits_profile_predictions_loss: 314.7561 - logcount_predictions_loss: 0.5879 218/1651 [==>...........................] - ETA: 3:18 - loss: 322.1083 - logits_profile_predictions_loss: 314.7602 - logcount_predictions_loss: 0.5878 219/1651 [==>...........................] - ETA: 3:18 - loss: 322.1116 - logits_profile_predictions_loss: 314.7637 - logcount_predictions_loss: 0.5878 220/1651 [==>...........................] - ETA: 3:18 - loss: 322.1151 - logits_profile_predictions_loss: 314.7673 - logcount_predictions_loss: 0.5878 221/1651 [===>..........................] - ETA: 3:18 - loss: 322.1182 - logits_profile_predictions_loss: 314.7705 - logcount_predictions_loss: 0.5878 222/1651 [===>..........................] - ETA: 3:18 - loss: 322.1219 - logits_profile_predictions_loss: 314.7742 - logcount_predictions_loss: 0.5878 223/1651 [===>..........................] - ETA: 3:18 - loss: 322.1249 - logits_profile_predictions_loss: 314.7773 - logcount_predictions_loss: 0.5878 224/1651 [===>..........................] - ETA: 3:17 - loss: 322.1280 - logits_profile_predictions_loss: 314.7806 - logcount_predictions_loss: 0.5878 225/1651 [===>..........................] - ETA: 3:17 - loss: 322.1316 - logits_profile_predictions_loss: 314.7842 - logcount_predictions_loss: 0.5878 226/1651 [===>..........................] - ETA: 3:17 - loss: 322.1356 - logits_profile_predictions_loss: 314.7884 - logcount_predictions_loss: 0.5878 227/1651 [===>..........................] - ETA: 3:17 - loss: 322.1392 - logits_profile_predictions_loss: 314.7921 - logcount_predictions_loss: 0.5878 228/1651 [===>..........................] - ETA: 3:17 - loss: 322.1432 - logits_profile_predictions_loss: 314.7963 - logcount_predictions_loss: 0.5878 229/1651 [===>..........................] - ETA: 3:17 - loss: 322.1481 - logits_profile_predictions_loss: 314.8015 - logcount_predictions_loss: 0.5877 230/1651 [===>..........................] - ETA: 3:17 - loss: 322.1521 - logits_profile_predictions_loss: 314.8057 - logcount_predictions_loss: 0.5877 231/1651 [===>..........................] - ETA: 3:16 - loss: 322.1555 - logits_profile_predictions_loss: 314.8094 - logcount_predictions_loss: 0.5877 232/1651 [===>..........................] - ETA: 3:16 - loss: 322.1601 - logits_profile_predictions_loss: 314.8143 - logcount_predictions_loss: 0.5877 233/1651 [===>..........................] - ETA: 3:16 - loss: 322.1645 - logits_profile_predictions_loss: 314.8189 - logcount_predictions_loss: 0.5877 234/1651 [===>..........................] - ETA: 3:16 - loss: 322.1688 - logits_profile_predictions_loss: 314.8235 - logcount_predictions_loss: 0.5876 235/1651 [===>..........................] - ETA: 3:16 - loss: 322.1734 - logits_profile_predictions_loss: 314.8283 - logcount_predictions_loss: 0.5876 236/1651 [===>..........................] - ETA: 3:16 - loss: 322.1783 - logits_profile_predictions_loss: 314.8335 - logcount_predictions_loss: 0.5876 237/1651 [===>..........................] - ETA: 3:16 - loss: 322.1829 - logits_profile_predictions_loss: 314.8383 - logcount_predictions_loss: 0.5876 238/1651 [===>..........................] - ETA: 3:15 - loss: 322.1862 - logits_profile_predictions_loss: 314.8420 - logcount_predictions_loss: 0.5875 239/1651 [===>..........................] - ETA: 3:15 - loss: 322.1891 - logits_profile_predictions_loss: 314.8451 - logcount_predictions_loss: 0.5875 240/1651 [===>..........................] - ETA: 3:15 - loss: 322.1921 - logits_profile_predictions_loss: 314.8484 - logcount_predictions_loss: 0.5875 241/1651 [===>..........................] - ETA: 3:15 - loss: 322.1949 - logits_profile_predictions_loss: 314.8513 - logcount_predictions_loss: 0.5875 242/1651 [===>..........................] - ETA: 3:15 - loss: 322.1979 - logits_profile_predictions_loss: 314.8546 - logcount_predictions_loss: 0.5875 243/1651 [===>..........................] - ETA: 3:15 - loss: 322.2013 - logits_profile_predictions_loss: 314.8582 - logcount_predictions_loss: 0.5875 244/1651 [===>..........................] - ETA: 3:15 - loss: 322.2043 - logits_profile_predictions_loss: 314.8615 - logcount_predictions_loss: 0.5874 245/1651 [===>..........................] - ETA: 3:14 - loss: 322.2070 - logits_profile_predictions_loss: 314.8644 - logcount_predictions_loss: 0.5874 246/1651 [===>..........................] - ETA: 3:14 - loss: 322.2094 - logits_profile_predictions_loss: 314.8671 - logcount_predictions_loss: 0.5874 247/1651 [===>..........................] - ETA: 3:14 - loss: 322.2112 - logits_profile_predictions_loss: 314.8692 - logcount_predictions_loss: 0.5874 248/1651 [===>..........................] - ETA: 3:14 - loss: 322.2129 - logits_profile_predictions_loss: 314.8712 - logcount_predictions_loss: 0.5873 249/1651 [===>..........................] - ETA: 3:14 - loss: 322.2154 - logits_profile_predictions_loss: 314.8740 - logcount_predictions_loss: 0.5873 250/1651 [===>..........................] - ETA: 3:14 - loss: 322.2179 - logits_profile_predictions_loss: 314.8766 - logcount_predictions_loss: 0.5873 251/1651 [===>..........................] - ETA: 3:14 - loss: 322.2199 - logits_profile_predictions_loss: 314.8788 - logcount_predictions_loss: 0.5873 252/1651 [===>..........................] - ETA: 3:13 - loss: 322.2220 - logits_profile_predictions_loss: 314.8811 - logcount_predictions_loss: 0.5873 253/1651 [===>..........................] - ETA: 3:13 - loss: 322.2238 - logits_profile_predictions_loss: 314.8831 - logcount_predictions_loss: 0.5873 254/1651 [===>..........................] - ETA: 3:13 - loss: 322.2254 - logits_profile_predictions_loss: 314.8849 - logcount_predictions_loss: 0.5872 255/1651 [===>..........................] - ETA: 3:13 - loss: 322.2267 - logits_profile_predictions_loss: 314.8864 - logcount_predictions_loss: 0.5872 256/1651 [===>..........................] - ETA: 3:13 - loss: 322.2278 - logits_profile_predictions_loss: 314.8876 - logcount_predictions_loss: 0.5872 257/1651 [===>..........................] - ETA: 3:13 - loss: 322.2286 - logits_profile_predictions_loss: 314.8886 - logcount_predictions_loss: 0.5872 258/1651 [===>..........................] - ETA: 3:13 - loss: 322.2289 - logits_profile_predictions_loss: 314.8892 - logcount_predictions_loss: 0.5872 259/1651 [===>..........................] - ETA: 3:13 - loss: 322.2293 - logits_profile_predictions_loss: 314.8897 - logcount_predictions_loss: 0.5872 260/1651 [===>..........................] - ETA: 3:12 - loss: 322.2306 - logits_profile_predictions_loss: 314.8912 - logcount_predictions_loss: 0.5872 261/1651 [===>..........................] - ETA: 3:12 - loss: 322.2316 - logits_profile_predictions_loss: 314.8924 - logcount_predictions_loss: 0.5871 262/1651 [===>..........................] - ETA: 3:12 - loss: 322.2325 - logits_profile_predictions_loss: 314.8934 - logcount_predictions_loss: 0.5871 263/1651 [===>..........................] - ETA: 3:12 - loss: 322.2334 - logits_profile_predictions_loss: 314.8946 - logcount_predictions_loss: 0.5871 264/1651 [===>..........................] - ETA: 3:12 - loss: 322.2341 - logits_profile_predictions_loss: 314.8955 - logcount_predictions_loss: 0.5871 265/1651 [===>..........................] - ETA: 3:12 - loss: 322.2345 - logits_profile_predictions_loss: 314.8961 - logcount_predictions_loss: 0.5871 266/1651 [===>..........................] - ETA: 3:12 - loss: 322.2350 - logits_profile_predictions_loss: 314.8969 - logcount_predictions_loss: 0.5871 267/1651 [===>..........................] - ETA: 3:11 - loss: 322.2360 - logits_profile_predictions_loss: 314.8981 - logcount_predictions_loss: 0.5870 268/1651 [===>..........................] - ETA: 3:11 - loss: 322.2373 - logits_profile_predictions_loss: 314.8997 - logcount_predictions_loss: 0.5870 269/1651 [===>..........................] - ETA: 3:11 - loss: 322.2382 - logits_profile_predictions_loss: 314.9008 - logcount_predictions_loss: 0.5870 270/1651 [===>..........................] - ETA: 3:11 - loss: 322.2393 - logits_profile_predictions_loss: 314.9023 - logcount_predictions_loss: 0.5870 271/1651 [===>..........................] - ETA: 3:11 - loss: 322.2405 - logits_profile_predictions_loss: 314.9038 - logcount_predictions_loss: 0.5869 272/1651 [===>..........................] - ETA: 3:11 - loss: 322.2415 - logits_profile_predictions_loss: 314.9052 - logcount_predictions_loss: 0.5869 273/1651 [===>..........................] - ETA: 3:11 - loss: 322.2425 - logits_profile_predictions_loss: 314.9064 - logcount_predictions_loss: 0.5869 274/1651 [===>..........................] - ETA: 3:10 - loss: 322.2439 - logits_profile_predictions_loss: 314.9081 - logcount_predictions_loss: 0.5869 275/1651 [===>..........................] - ETA: 3:10 - loss: 322.2452 - logits_profile_predictions_loss: 314.9098 - logcount_predictions_loss: 0.5868 276/1651 [====>.........................] - ETA: 3:10 - loss: 322.2462 - logits_profile_predictions_loss: 314.9110 - logcount_predictions_loss: 0.5868 277/1651 [====>.........................] - ETA: 3:10 - loss: 322.2468 - logits_profile_predictions_loss: 314.9120 - logcount_predictions_loss: 0.5868 278/1651 [====>.........................] - ETA: 3:10 - loss: 322.2473 - logits_profile_predictions_loss: 314.9128 - logcount_predictions_loss: 0.5868 279/1651 [====>.........................] - ETA: 3:10 - loss: 322.2477 - logits_profile_predictions_loss: 314.9135 - logcount_predictions_loss: 0.5867 280/1651 [====>.........................] - ETA: 3:10 - loss: 322.2481 - logits_profile_predictions_loss: 314.9142 - logcount_predictions_loss: 0.5867 281/1651 [====>.........................] - ETA: 3:09 - loss: 322.2486 - logits_profile_predictions_loss: 314.9150 - logcount_predictions_loss: 0.5867 282/1651 [====>.........................] - ETA: 3:09 - loss: 322.2496 - logits_profile_predictions_loss: 314.9163 - logcount_predictions_loss: 0.5867 283/1651 [====>.........................] - ETA: 3:09 - loss: 322.2505 - logits_profile_predictions_loss: 314.9175 - logcount_predictions_loss: 0.5866 284/1651 [====>.........................] - ETA: 3:09 - loss: 322.2514 - logits_profile_predictions_loss: 314.9186 - logcount_predictions_loss: 0.5866 285/1651 [====>.........................] - ETA: 3:09 - loss: 322.2520 - logits_profile_predictions_loss: 314.9196 - logcount_predictions_loss: 0.5866 286/1651 [====>.........................] - ETA: 3:09 - loss: 322.2528 - logits_profile_predictions_loss: 314.9206 - logcount_predictions_loss: 0.5866 287/1651 [====>.........................] - ETA: 3:09 - loss: 322.2534 - logits_profile_predictions_loss: 314.9216 - logcount_predictions_loss: 0.5866 288/1651 [====>.........................] - ETA: 3:08 - loss: 322.2544 - logits_profile_predictions_loss: 314.9228 - logcount_predictions_loss: 0.5865 289/1651 [====>.........................] - ETA: 3:08 - loss: 322.2556 - logits_profile_predictions_loss: 314.9243 - logcount_predictions_loss: 0.5865 290/1651 [====>.........................] - ETA: 3:08 - loss: 322.2568 - logits_profile_predictions_loss: 314.9258 - logcount_predictions_loss: 0.5865 291/1651 [====>.........................] - ETA: 3:08 - loss: 322.2577 - logits_profile_predictions_loss: 314.9269 - logcount_predictions_loss: 0.5865 292/1651 [====>.........................] - ETA: 3:08 - loss: 322.2584 - logits_profile_predictions_loss: 314.9280 - logcount_predictions_loss: 0.5864 293/1651 [====>.........................] - ETA: 3:08 - loss: 322.2593 - logits_profile_predictions_loss: 314.9292 - logcount_predictions_loss: 0.5864 294/1651 [====>.........................] - ETA: 3:08 - loss: 322.2600 - logits_profile_predictions_loss: 314.9302 - logcount_predictions_loss: 0.5864 295/1651 [====>.........................] - ETA: 3:08 - loss: 322.2609 - logits_profile_predictions_loss: 314.9314 - logcount_predictions_loss: 0.5864 296/1651 [====>.........................] - ETA: 3:07 - loss: 322.2616 - logits_profile_predictions_loss: 314.9324 - logcount_predictions_loss: 0.5863 297/1651 [====>.........................] - ETA: 3:07 - loss: 322.2624 - logits_profile_predictions_loss: 314.9335 - logcount_predictions_loss: 0.5863 298/1651 [====>.........................] - ETA: 3:07 - loss: 322.2634 - logits_profile_predictions_loss: 314.9349 - logcount_predictions_loss: 0.5863 299/1651 [====>.........................] - ETA: 3:07 - loss: 322.2641 - logits_profile_predictions_loss: 314.9360 - logcount_predictions_loss: 0.5863 300/1651 [====>.........................] - ETA: 3:07 - loss: 322.2645 - logits_profile_predictions_loss: 314.9367 - logcount_predictions_loss: 0.5862 301/1651 [====>.........................] - ETA: 3:07 - loss: 322.2645 - logits_profile_predictions_loss: 314.9371 - logcount_predictions_loss: 0.5862 302/1651 [====>.........................] - ETA: 3:07 - loss: 322.2647 - logits_profile_predictions_loss: 314.9376 - logcount_predictions_loss: 0.5862 303/1651 [====>.........................] - ETA: 3:06 - loss: 322.2647 - logits_profile_predictions_loss: 314.9380 - logcount_predictions_loss: 0.5861 304/1651 [====>.........................] - ETA: 3:06 - loss: 322.2645 - logits_profile_predictions_loss: 314.9382 - logcount_predictions_loss: 0.5861 305/1651 [====>.........................] - ETA: 3:06 - loss: 322.2639 - logits_profile_predictions_loss: 314.9379 - logcount_predictions_loss: 0.5861 306/1651 [====>.........................] - ETA: 3:06 - loss: 322.2637 - logits_profile_predictions_loss: 314.9380 - logcount_predictions_loss: 0.5861 307/1651 [====>.........................] - ETA: 3:06 - loss: 322.2632 - logits_profile_predictions_loss: 314.9378 - logcount_predictions_loss: 0.5860 308/1651 [====>.........................] - ETA: 3:06 - loss: 322.2630 - logits_profile_predictions_loss: 314.9380 - logcount_predictions_loss: 0.5860 309/1651 [====>.........................] - ETA: 3:06 - loss: 322.2622 - logits_profile_predictions_loss: 314.9375 - logcount_predictions_loss: 0.5860 310/1651 [====>.........................] - ETA: 3:05 - loss: 322.2617 - logits_profile_predictions_loss: 314.9373 - logcount_predictions_loss: 0.5860 311/1651 [====>.........................] - ETA: 3:05 - loss: 322.2612 - logits_profile_predictions_loss: 314.9371 - logcount_predictions_loss: 0.5859 312/1651 [====>.........................] - ETA: 3:05 - loss: 322.2609 - logits_profile_predictions_loss: 314.9372 - logcount_predictions_loss: 0.5859 313/1651 [====>.........................] - ETA: 3:05 - loss: 322.2605 - logits_profile_predictions_loss: 314.9370 - logcount_predictions_loss: 0.5859 314/1651 [====>.........................] - ETA: 3:05 - loss: 322.2597 - logits_profile_predictions_loss: 314.9366 - logcount_predictions_loss: 0.5859 315/1651 [====>.........................] - ETA: 3:05 - loss: 322.2584 - logits_profile_predictions_loss: 314.9356 - logcount_predictions_loss: 0.5858 316/1651 [====>.........................] - ETA: 3:05 - loss: 322.2574 - logits_profile_predictions_loss: 314.9350 - logcount_predictions_loss: 0.5858 317/1651 [====>.........................] - ETA: 3:04 - loss: 322.2567 - logits_profile_predictions_loss: 314.9346 - logcount_predictions_loss: 0.5858 318/1651 [====>.........................] - ETA: 3:04 - loss: 322.2559 - logits_profile_predictions_loss: 314.9341 - logcount_predictions_loss: 0.5857 319/1651 [====>.........................] - ETA: 3:04 - loss: 322.2552 - logits_profile_predictions_loss: 314.9338 - logcount_predictions_loss: 0.5857 320/1651 [====>.........................] - ETA: 3:04 - loss: 322.2546 - logits_profile_predictions_loss: 314.9334 - logcount_predictions_loss: 0.5857 321/1651 [====>.........................] - ETA: 3:04 - loss: 322.2543 - logits_profile_predictions_loss: 314.9334 - logcount_predictions_loss: 0.5857 322/1651 [====>.........................] - ETA: 3:04 - loss: 322.2540 - logits_profile_predictions_loss: 314.9334 - logcount_predictions_loss: 0.5856 323/1651 [====>.........................] - ETA: 3:04 - loss: 322.2538 - logits_profile_predictions_loss: 314.9335 - logcount_predictions_loss: 0.5856 324/1651 [====>.........................] - ETA: 3:03 - loss: 322.2538 - logits_profile_predictions_loss: 314.9339 - logcount_predictions_loss: 0.5856 325/1651 [====>.........................] - ETA: 3:03 - loss: 322.2539 - logits_profile_predictions_loss: 314.9342 - logcount_predictions_loss: 0.5856 326/1651 [====>.........................] - ETA: 3:03 - loss: 322.2535 - logits_profile_predictions_loss: 314.9342 - logcount_predictions_loss: 0.5856 327/1651 [====>.........................] - ETA: 3:03 - loss: 322.2539 - logits_profile_predictions_loss: 314.9347 - logcount_predictions_loss: 0.5855 328/1651 [====>.........................] - ETA: 3:03 - loss: 322.2542 - logits_profile_predictions_loss: 314.9353 - logcount_predictions_loss: 0.5855 329/1651 [====>.........................] - ETA: 3:03 - loss: 322.2544 - logits_profile_predictions_loss: 314.9358 - logcount_predictions_loss: 0.5855 330/1651 [====>.........................] - ETA: 3:03 - loss: 322.2546 - logits_profile_predictions_loss: 314.9363 - logcount_predictions_loss: 0.5855 331/1651 [=====>........................] - ETA: 3:02 - loss: 322.2544 - logits_profile_predictions_loss: 314.9363 - logcount_predictions_loss: 0.5855 332/1651 [=====>........................] - ETA: 3:02 - loss: 322.2543 - logits_profile_predictions_loss: 314.9364 - logcount_predictions_loss: 0.5854 333/1651 [=====>........................] - ETA: 3:02 - loss: 322.2542 - logits_profile_predictions_loss: 314.9366 - logcount_predictions_loss: 0.5854 334/1651 [=====>........................] - ETA: 3:02 - loss: 322.2544 - logits_profile_predictions_loss: 314.9369 - logcount_predictions_loss: 0.5854 335/1651 [=====>........................] - ETA: 3:02 - loss: 322.2550 - logits_profile_predictions_loss: 314.9377 - logcount_predictions_loss: 0.5854 336/1651 [=====>........................] - ETA: 3:02 - loss: 322.2554 - 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[============================>.] - ETA: 0s - loss: 321.8043 - logits_profile_predictions_loss: 314.5507 - logcount_predictions_loss: 0.5803 1645/1651 [============================>.] - ETA: 0s - loss: 321.8039 - logits_profile_predictions_loss: 314.5503 - logcount_predictions_loss: 0.5803 1646/1651 [============================>.] - ETA: 0s - loss: 321.8035 - logits_profile_predictions_loss: 314.5500 - logcount_predictions_loss: 0.5803 1647/1651 [============================>.] - ETA: 0s - loss: 321.8031 - logits_profile_predictions_loss: 314.5497 - logcount_predictions_loss: 0.5803 1648/1651 [============================>.] - ETA: 0s - loss: 321.8026 - logits_profile_predictions_loss: 314.5494 - logcount_predictions_loss: 0.5803 1649/1651 [============================>.] - ETA: 0s - loss: 321.8022 - logits_profile_predictions_loss: 314.5490 - logcount_predictions_loss: 0.5802 1650/1651 [============================>.] - ETA: 0s - loss: 321.8018 - logits_profile_predictions_loss: 314.5487 - logcount_predictions_loss: 0.5802 1651/1651 [==============================] - ETA: 0s - loss: 321.8014 - logits_profile_predictions_loss: 314.5484 - logcount_predictions_loss: 0.5802 1651/1651 [==============================] - 239s 145ms/step - loss: 321.8009 - logits_profile_predictions_loss: 314.5481 - logcount_predictions_loss: 0.5802 - val_loss: 338.1010 - val_logits_profile_predictions_loss: 330.6801 - val_logcount_predictions_loss: 0.5937 Epoch 00004: val_loss improved from 341.41272 to 338.10104, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 5/50 1/1651 [..............................] - ETA: 4:30 - loss: 354.6282 - logits_profile_predictions_loss: 349.1031 - logcount_predictions_loss: 0.4420 2/1651 [..............................] - ETA: 3:48 - loss: 339.6859 - logits_profile_predictions_loss: 334.0295 - logcount_predictions_loss: 0.4525 3/1651 [..............................] - ETA: 3:48 - loss: 336.4127 - logits_profile_predictions_loss: 330.5912 - logcount_predictions_loss: 0.4657 4/1651 [..............................] - ETA: 3:48 - loss: 337.6852 - logits_profile_predictions_loss: 331.6624 - logcount_predictions_loss: 0.4818 5/1651 [..............................] - ETA: 3:48 - loss: 337.1784 - logits_profile_predictions_loss: 331.1135 - logcount_predictions_loss: 0.4852 6/1651 [..............................] - ETA: 3:48 - loss: 335.8774 - logits_profile_predictions_loss: 329.7840 - logcount_predictions_loss: 0.4875 7/1651 [..............................] - ETA: 3:48 - loss: 334.4586 - logits_profile_predictions_loss: 328.3117 - logcount_predictions_loss: 0.4917 8/1651 [..............................] - ETA: 3:47 - loss: 332.9525 - logits_profile_predictions_loss: 326.7672 - logcount_predictions_loss: 0.4948 9/1651 [..............................] - ETA: 3:47 - loss: 331.8626 - logits_profile_predictions_loss: 325.6433 - logcount_predictions_loss: 0.4975 10/1651 [..............................] - ETA: 3:47 - loss: 330.6861 - logits_profile_predictions_loss: 324.4421 - logcount_predictions_loss: 0.4995 11/1651 [..............................] - ETA: 3:47 - loss: 329.4393 - logits_profile_predictions_loss: 323.1786 - logcount_predictions_loss: 0.5009 12/1651 [..............................] - ETA: 3:47 - loss: 328.6147 - logits_profile_predictions_loss: 322.3324 - logcount_predictions_loss: 0.5026 13/1651 [..............................] - ETA: 3:47 - loss: 327.8164 - logits_profile_predictions_loss: 321.5195 - logcount_predictions_loss: 0.5038 14/1651 [..............................] - ETA: 3:47 - loss: 327.2733 - logits_profile_predictions_loss: 320.9699 - logcount_predictions_loss: 0.5043 15/1651 [..............................] - ETA: 3:46 - loss: 326.7156 - logits_profile_predictions_loss: 320.3895 - logcount_predictions_loss: 0.5061 16/1651 [..............................] - ETA: 3:46 - loss: 326.2977 - 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[..............................] - ETA: 3:45 - loss: 323.6178 - logits_profile_predictions_loss: 317.1505 - logcount_predictions_loss: 0.5174 24/1651 [..............................] - ETA: 3:45 - loss: 323.3685 - logits_profile_predictions_loss: 316.8920 - logcount_predictions_loss: 0.5181 25/1651 [..............................] - ETA: 3:45 - loss: 323.1553 - logits_profile_predictions_loss: 316.6687 - logcount_predictions_loss: 0.5189 26/1651 [..............................] - ETA: 3:45 - loss: 322.9437 - logits_profile_predictions_loss: 316.4513 - logcount_predictions_loss: 0.5194 27/1651 [..............................] - ETA: 3:45 - loss: 322.7135 - logits_profile_predictions_loss: 316.2183 - logcount_predictions_loss: 0.5196 28/1651 [..............................] - ETA: 3:45 - loss: 322.4935 - logits_profile_predictions_loss: 315.9961 - logcount_predictions_loss: 0.5198 29/1651 [..............................] - ETA: 3:44 - loss: 322.2959 - logits_profile_predictions_loss: 315.7971 - logcount_predictions_loss: 0.5199 30/1651 [..............................] - ETA: 3:44 - loss: 322.0934 - logits_profile_predictions_loss: 315.5922 - logcount_predictions_loss: 0.5201 31/1651 [..............................] - ETA: 3:44 - loss: 321.9486 - logits_profile_predictions_loss: 315.4458 - logcount_predictions_loss: 0.5202 32/1651 [..............................] - ETA: 3:44 - loss: 321.8234 - logits_profile_predictions_loss: 315.3187 - logcount_predictions_loss: 0.5204 33/1651 [..............................] - ETA: 3:44 - loss: 321.6864 - logits_profile_predictions_loss: 315.1810 - logcount_predictions_loss: 0.5204 34/1651 [..............................] - ETA: 3:44 - loss: 321.5299 - logits_profile_predictions_loss: 315.0240 - logcount_predictions_loss: 0.5205 35/1651 [..............................] - ETA: 3:44 - loss: 321.3948 - logits_profile_predictions_loss: 314.8890 - logcount_predictions_loss: 0.5205 36/1651 [..............................] - ETA: 3:43 - 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43/1651 [..............................] - ETA: 3:43 - loss: 320.6369 - logits_profile_predictions_loss: 314.1251 - logcount_predictions_loss: 0.5209 44/1651 [..............................] - ETA: 3:42 - loss: 320.5663 - logits_profile_predictions_loss: 314.0541 - logcount_predictions_loss: 0.5210 45/1651 [..............................] - ETA: 3:42 - loss: 320.5034 - logits_profile_predictions_loss: 313.9915 - logcount_predictions_loss: 0.5209 46/1651 [..............................] - ETA: 3:42 - loss: 320.4254 - logits_profile_predictions_loss: 313.9150 - logcount_predictions_loss: 0.5208 47/1651 [..............................] - ETA: 3:42 - loss: 320.3724 - logits_profile_predictions_loss: 313.8632 - logcount_predictions_loss: 0.5207 48/1651 [..............................] - ETA: 3:42 - loss: 320.3268 - logits_profile_predictions_loss: 313.8178 - logcount_predictions_loss: 0.5207 49/1651 [..............................] - ETA: 3:42 - loss: 320.2860 - 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[>.............................] - ETA: 3:39 - loss: 320.0557 - logits_profile_predictions_loss: 313.5489 - logcount_predictions_loss: 0.5205 57/1651 [>.............................] - ETA: 3:39 - loss: 320.0223 - logits_profile_predictions_loss: 313.5158 - logcount_predictions_loss: 0.5205 58/1651 [>.............................] - ETA: 3:38 - loss: 319.9924 - logits_profile_predictions_loss: 313.4861 - logcount_predictions_loss: 0.5205 59/1651 [>.............................] - ETA: 3:38 - loss: 319.9650 - logits_profile_predictions_loss: 313.4582 - logcount_predictions_loss: 0.5205 60/1651 [>.............................] - ETA: 3:38 - loss: 319.9361 - logits_profile_predictions_loss: 313.4283 - logcount_predictions_loss: 0.5206 61/1651 [>.............................] - ETA: 3:38 - loss: 319.9056 - logits_profile_predictions_loss: 313.3971 - logcount_predictions_loss: 0.5207 62/1651 [>.............................] - ETA: 3:38 - loss: 319.8667 - logits_profile_predictions_loss: 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[=>............................] - ETA: 3:29 - loss: 319.3334 - logits_profile_predictions_loss: 312.7297 - logcount_predictions_loss: 0.5283 136/1651 [=>............................] - ETA: 3:29 - loss: 319.3444 - logits_profile_predictions_loss: 312.7394 - logcount_predictions_loss: 0.5284 137/1651 [=>............................] - ETA: 3:29 - loss: 319.3558 - logits_profile_predictions_loss: 312.7493 - logcount_predictions_loss: 0.5285 138/1651 [=>............................] - ETA: 3:29 - loss: 319.3664 - logits_profile_predictions_loss: 312.7585 - logcount_predictions_loss: 0.5286 139/1651 [=>............................] - ETA: 3:29 - loss: 319.3775 - logits_profile_predictions_loss: 312.7684 - logcount_predictions_loss: 0.5287 140/1651 [=>............................] - ETA: 3:28 - loss: 319.3903 - logits_profile_predictions_loss: 312.7798 - logcount_predictions_loss: 0.5288 141/1651 [=>............................] - ETA: 3:28 - loss: 319.4009 - logits_profile_predictions_loss: 312.7891 - logcount_predictions_loss: 0.5289 142/1651 [=>............................] - ETA: 3:28 - loss: 319.4089 - logits_profile_predictions_loss: 312.7957 - logcount_predictions_loss: 0.5291 143/1651 [=>............................] - ETA: 3:28 - loss: 319.4179 - logits_profile_predictions_loss: 312.8033 - logcount_predictions_loss: 0.5292 144/1651 [=>............................] - ETA: 3:28 - loss: 319.4266 - logits_profile_predictions_loss: 312.8107 - logcount_predictions_loss: 0.5293 145/1651 [=>............................] - ETA: 3:28 - loss: 319.4364 - logits_profile_predictions_loss: 312.8192 - logcount_predictions_loss: 0.5294 146/1651 [=>............................] - ETA: 3:28 - loss: 319.4477 - logits_profile_predictions_loss: 312.8290 - logcount_predictions_loss: 0.5295 147/1651 [=>............................] - ETA: 3:28 - loss: 319.4579 - logits_profile_predictions_loss: 312.8376 - logcount_predictions_loss: 0.5296 148/1651 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logits_profile_predictions_loss: 313.1024 - logcount_predictions_loss: 0.5346 220/1651 [==>...........................] - ETA: 3:18 - loss: 319.7867 - logits_profile_predictions_loss: 313.1036 - logcount_predictions_loss: 0.5346 221/1651 [===>..........................] - ETA: 3:17 - loss: 319.7890 - logits_profile_predictions_loss: 313.1051 - logcount_predictions_loss: 0.5347 222/1651 [===>..........................] - ETA: 3:17 - loss: 319.7911 - logits_profile_predictions_loss: 313.1062 - logcount_predictions_loss: 0.5348 223/1651 [===>..........................] - ETA: 3:17 - loss: 319.7927 - logits_profile_predictions_loss: 313.1069 - logcount_predictions_loss: 0.5349 224/1651 [===>..........................] - ETA: 3:17 - loss: 319.7937 - logits_profile_predictions_loss: 313.1069 - logcount_predictions_loss: 0.5349 225/1651 [===>..........................] - ETA: 3:17 - loss: 319.7951 - logits_profile_predictions_loss: 313.1074 - logcount_predictions_loss: 0.5350 226/1651 [===>..........................] - ETA: 3:17 - loss: 319.7967 - logits_profile_predictions_loss: 313.1082 - logcount_predictions_loss: 0.5351 227/1651 [===>..........................] - ETA: 3:17 - loss: 319.7984 - logits_profile_predictions_loss: 313.1090 - logcount_predictions_loss: 0.5351 228/1651 [===>..........................] - ETA: 3:16 - loss: 319.7997 - logits_profile_predictions_loss: 313.1095 - logcount_predictions_loss: 0.5352 229/1651 [===>..........................] - ETA: 3:16 - loss: 319.8011 - logits_profile_predictions_loss: 313.1101 - logcount_predictions_loss: 0.5353 230/1651 [===>..........................] - ETA: 3:16 - loss: 319.8025 - logits_profile_predictions_loss: 313.1107 - logcount_predictions_loss: 0.5353 231/1651 [===>..........................] - ETA: 3:16 - loss: 319.8034 - logits_profile_predictions_loss: 313.1107 - logcount_predictions_loss: 0.5354 232/1651 [===>..........................] - ETA: 3:16 - loss: 319.8038 - logits_profile_predictions_loss: 313.1103 - logcount_predictions_loss: 0.5355 233/1651 [===>..........................] - ETA: 3:16 - loss: 319.8039 - logits_profile_predictions_loss: 313.1096 - logcount_predictions_loss: 0.5355 234/1651 [===>..........................] - ETA: 3:16 - loss: 319.8048 - logits_profile_predictions_loss: 313.1096 - logcount_predictions_loss: 0.5356 235/1651 [===>..........................] - ETA: 3:15 - loss: 319.8061 - logits_profile_predictions_loss: 313.1100 - logcount_predictions_loss: 0.5357 236/1651 [===>..........................] - ETA: 3:15 - loss: 319.8068 - logits_profile_predictions_loss: 313.1098 - logcount_predictions_loss: 0.5357 237/1651 [===>..........................] - ETA: 3:15 - loss: 319.8070 - logits_profile_predictions_loss: 313.1093 - logcount_predictions_loss: 0.5358 238/1651 [===>..........................] - ETA: 3:15 - loss: 319.8070 - logits_profile_predictions_loss: 313.1084 - logcount_predictions_loss: 0.5359 239/1651 [===>..........................] - ETA: 3:15 - loss: 319.8075 - logits_profile_predictions_loss: 313.1080 - logcount_predictions_loss: 0.5360 240/1651 [===>..........................] - ETA: 3:15 - loss: 319.8084 - logits_profile_predictions_loss: 313.1081 - logcount_predictions_loss: 0.5360 241/1651 [===>..........................] - ETA: 3:15 - loss: 319.8088 - logits_profile_predictions_loss: 313.1076 - logcount_predictions_loss: 0.5361 242/1651 [===>..........................] - ETA: 3:15 - loss: 319.8092 - logits_profile_predictions_loss: 313.1073 - logcount_predictions_loss: 0.5362 243/1651 [===>..........................] - ETA: 3:14 - loss: 319.8094 - logits_profile_predictions_loss: 313.1067 - logcount_predictions_loss: 0.5362 244/1651 [===>..........................] - ETA: 3:14 - loss: 319.8097 - logits_profile_predictions_loss: 313.1061 - logcount_predictions_loss: 0.5363 245/1651 [===>..........................] - ETA: 3:14 - loss: 319.8100 - logits_profile_predictions_loss: 313.1056 - logcount_predictions_loss: 0.5363 246/1651 [===>..........................] - ETA: 3:14 - loss: 319.8102 - logits_profile_predictions_loss: 313.1051 - logcount_predictions_loss: 0.5364 247/1651 [===>..........................] - ETA: 3:14 - loss: 319.8110 - logits_profile_predictions_loss: 313.1051 - logcount_predictions_loss: 0.5365 248/1651 [===>..........................] - ETA: 3:14 - loss: 319.8114 - logits_profile_predictions_loss: 313.1047 - logcount_predictions_loss: 0.5365 249/1651 [===>..........................] - ETA: 3:14 - loss: 319.8115 - logits_profile_predictions_loss: 313.1041 - logcount_predictions_loss: 0.5366 250/1651 [===>..........................] - ETA: 3:13 - loss: 319.8109 - logits_profile_predictions_loss: 313.1027 - logcount_predictions_loss: 0.5366 251/1651 [===>..........................] - ETA: 3:13 - loss: 319.8111 - logits_profile_predictions_loss: 313.1022 - logcount_predictions_loss: 0.5367 252/1651 [===>..........................] - ETA: 3:13 - loss: 319.8117 - logits_profile_predictions_loss: 313.1020 - logcount_predictions_loss: 0.5368 253/1651 [===>..........................] - ETA: 3:13 - loss: 319.8130 - logits_profile_predictions_loss: 313.1026 - logcount_predictions_loss: 0.5368 254/1651 [===>..........................] - ETA: 3:13 - loss: 319.8148 - logits_profile_predictions_loss: 313.1036 - logcount_predictions_loss: 0.5369 255/1651 [===>..........................] - ETA: 3:13 - loss: 319.8161 - logits_profile_predictions_loss: 313.1042 - logcount_predictions_loss: 0.5369 256/1651 [===>..........................] - ETA: 3:13 - loss: 319.8180 - logits_profile_predictions_loss: 313.1054 - logcount_predictions_loss: 0.5370 257/1651 [===>..........................] - ETA: 3:12 - loss: 319.8203 - logits_profile_predictions_loss: 313.1069 - logcount_predictions_loss: 0.5371 258/1651 [===>..........................] - ETA: 3:12 - loss: 319.8229 - logits_profile_predictions_loss: 313.1088 - logcount_predictions_loss: 0.5371 259/1651 [===>..........................] - ETA: 3:12 - loss: 319.8252 - logits_profile_predictions_loss: 313.1103 - logcount_predictions_loss: 0.5372 260/1651 [===>..........................] - ETA: 3:12 - loss: 319.8276 - logits_profile_predictions_loss: 313.1119 - logcount_predictions_loss: 0.5372 261/1651 [===>..........................] - ETA: 3:12 - loss: 319.8304 - logits_profile_predictions_loss: 313.1140 - logcount_predictions_loss: 0.5373 262/1651 [===>..........................] - ETA: 3:12 - loss: 319.8331 - logits_profile_predictions_loss: 313.1159 - logcount_predictions_loss: 0.5374 263/1651 [===>..........................] - ETA: 3:12 - loss: 319.8353 - logits_profile_predictions_loss: 313.1174 - logcount_predictions_loss: 0.5374 264/1651 [===>..........................] - ETA: 3:12 - loss: 319.8370 - logits_profile_predictions_loss: 313.1183 - logcount_predictions_loss: 0.5375 265/1651 [===>..........................] - ETA: 3:11 - loss: 319.8390 - logits_profile_predictions_loss: 313.1195 - logcount_predictions_loss: 0.5376 266/1651 [===>..........................] - ETA: 3:11 - loss: 319.8409 - logits_profile_predictions_loss: 313.1207 - logcount_predictions_loss: 0.5376 267/1651 [===>..........................] - ETA: 3:11 - loss: 319.8431 - logits_profile_predictions_loss: 313.1221 - logcount_predictions_loss: 0.5377 268/1651 [===>..........................] - ETA: 3:11 - loss: 319.8454 - logits_profile_predictions_loss: 313.1237 - logcount_predictions_loss: 0.5377 269/1651 [===>..........................] - ETA: 3:11 - loss: 319.8469 - logits_profile_predictions_loss: 313.1246 - logcount_predictions_loss: 0.5378 270/1651 [===>..........................] - ETA: 3:11 - loss: 319.8486 - logits_profile_predictions_loss: 313.1256 - logcount_predictions_loss: 0.5378 271/1651 [===>..........................] - ETA: 3:11 - loss: 319.8501 - logits_profile_predictions_loss: 313.1265 - logcount_predictions_loss: 0.5379 272/1651 [===>..........................] - ETA: 3:10 - loss: 319.8521 - logits_profile_predictions_loss: 313.1279 - logcount_predictions_loss: 0.5379 273/1651 [===>..........................] - ETA: 3:10 - loss: 319.8548 - logits_profile_predictions_loss: 313.1299 - logcount_predictions_loss: 0.5380 274/1651 [===>..........................] - ETA: 3:10 - loss: 319.8577 - logits_profile_predictions_loss: 313.1322 - logcount_predictions_loss: 0.5380 275/1651 [===>..........................] - ETA: 3:10 - loss: 319.8609 - logits_profile_predictions_loss: 313.1348 - logcount_predictions_loss: 0.5381 276/1651 [====>.........................] - ETA: 3:10 - loss: 319.8641 - logits_profile_predictions_loss: 313.1373 - logcount_predictions_loss: 0.5381 277/1651 [====>.........................] - ETA: 3:10 - loss: 319.8675 - logits_profile_predictions_loss: 313.1402 - logcount_predictions_loss: 0.5382 278/1651 [====>.........................] - ETA: 3:10 - loss: 319.8709 - logits_profile_predictions_loss: 313.1430 - logcount_predictions_loss: 0.5382 279/1651 [====>.........................] - ETA: 3:09 - loss: 319.8742 - logits_profile_predictions_loss: 313.1457 - logcount_predictions_loss: 0.5383 280/1651 [====>.........................] - ETA: 3:09 - loss: 319.8776 - logits_profile_predictions_loss: 313.1486 - logcount_predictions_loss: 0.5383 281/1651 [====>.........................] - ETA: 3:09 - loss: 319.8811 - logits_profile_predictions_loss: 313.1515 - logcount_predictions_loss: 0.5384 282/1651 [====>.........................] - ETA: 3:09 - loss: 319.8841 - logits_profile_predictions_loss: 313.1539 - logcount_predictions_loss: 0.5384 283/1651 [====>.........................] - ETA: 3:09 - loss: 319.8871 - logits_profile_predictions_loss: 313.1563 - logcount_predictions_loss: 0.5385 284/1651 [====>.........................] - ETA: 3:09 - loss: 319.8898 - logits_profile_predictions_loss: 313.1585 - logcount_predictions_loss: 0.5385 285/1651 [====>.........................] - ETA: 3:09 - loss: 319.8922 - logits_profile_predictions_loss: 313.1602 - logcount_predictions_loss: 0.5386 286/1651 [====>.........................] - ETA: 3:08 - loss: 319.8948 - logits_profile_predictions_loss: 313.1622 - logcount_predictions_loss: 0.5386 287/1651 [====>.........................] - ETA: 3:08 - loss: 319.8974 - logits_profile_predictions_loss: 313.1643 - logcount_predictions_loss: 0.5386 288/1651 [====>.........................] - ETA: 3:08 - loss: 319.9001 - logits_profile_predictions_loss: 313.1665 - logcount_predictions_loss: 0.5387 289/1651 [====>.........................] - ETA: 3:08 - loss: 319.9029 - logits_profile_predictions_loss: 313.1687 - logcount_predictions_loss: 0.5387 290/1651 [====>.........................] - ETA: 3:08 - loss: 319.9055 - logits_profile_predictions_loss: 313.1708 - logcount_predictions_loss: 0.5388 291/1651 [====>.........................] - ETA: 3:08 - loss: 319.9084 - logits_profile_predictions_loss: 313.1732 - logcount_predictions_loss: 0.5388 292/1651 [====>.........................] - ETA: 3:08 - loss: 319.9113 - logits_profile_predictions_loss: 313.1757 - logcount_predictions_loss: 0.5388 293/1651 [====>.........................] - ETA: 3:08 - loss: 319.9142 - logits_profile_predictions_loss: 313.1781 - logcount_predictions_loss: 0.5389 294/1651 [====>.........................] - ETA: 3:07 - loss: 319.9168 - logits_profile_predictions_loss: 313.1802 - logcount_predictions_loss: 0.5389 295/1651 [====>.........................] - ETA: 3:07 - loss: 319.9192 - logits_profile_predictions_loss: 313.1821 - logcount_predictions_loss: 0.5390 296/1651 [====>.........................] - ETA: 3:07 - loss: 319.9219 - logits_profile_predictions_loss: 313.1843 - logcount_predictions_loss: 0.5390 297/1651 [====>.........................] - ETA: 3:07 - loss: 319.9251 - logits_profile_predictions_loss: 313.1870 - logcount_predictions_loss: 0.5390 298/1651 [====>.........................] - ETA: 3:07 - loss: 319.9280 - logits_profile_predictions_loss: 313.1894 - logcount_predictions_loss: 0.5391 299/1651 [====>.........................] - ETA: 3:07 - loss: 319.9306 - logits_profile_predictions_loss: 313.1915 - logcount_predictions_loss: 0.5391 300/1651 [====>.........................] - ETA: 3:07 - loss: 319.9330 - logits_profile_predictions_loss: 313.1933 - logcount_predictions_loss: 0.5392 301/1651 [====>.........................] - ETA: 3:06 - loss: 319.9355 - logits_profile_predictions_loss: 313.1953 - logcount_predictions_loss: 0.5392 302/1651 [====>.........................] - ETA: 3:06 - loss: 319.9377 - logits_profile_predictions_loss: 313.1970 - logcount_predictions_loss: 0.5393 303/1651 [====>.........................] - ETA: 3:06 - loss: 319.9401 - logits_profile_predictions_loss: 313.1988 - logcount_predictions_loss: 0.5393 304/1651 [====>.........................] - ETA: 3:06 - loss: 319.9423 - logits_profile_predictions_loss: 313.2004 - logcount_predictions_loss: 0.5393 305/1651 [====>.........................] - ETA: 3:06 - loss: 319.9443 - logits_profile_predictions_loss: 313.2018 - logcount_predictions_loss: 0.5394 306/1651 [====>.........................] - ETA: 3:06 - loss: 319.9466 - logits_profile_predictions_loss: 313.2035 - logcount_predictions_loss: 0.5394 307/1651 [====>.........................] - ETA: 3:06 - loss: 319.9492 - logits_profile_predictions_loss: 313.2054 - logcount_predictions_loss: 0.5395 308/1651 [====>.........................] - ETA: 3:05 - loss: 319.9517 - logits_profile_predictions_loss: 313.2074 - logcount_predictions_loss: 0.5395 309/1651 [====>.........................] - ETA: 3:05 - loss: 319.9541 - logits_profile_predictions_loss: 313.2091 - logcount_predictions_loss: 0.5396 310/1651 [====>.........................] - ETA: 3:05 - loss: 319.9563 - logits_profile_predictions_loss: 313.2108 - logcount_predictions_loss: 0.5396 311/1651 [====>.........................] - ETA: 3:05 - loss: 319.9582 - logits_profile_predictions_loss: 313.2121 - logcount_predictions_loss: 0.5397 312/1651 [====>.........................] - ETA: 3:05 - loss: 319.9603 - logits_profile_predictions_loss: 313.2136 - logcount_predictions_loss: 0.5397 313/1651 [====>.........................] - ETA: 3:05 - loss: 319.9620 - logits_profile_predictions_loss: 313.2148 - logcount_predictions_loss: 0.5398 314/1651 [====>.........................] - ETA: 3:05 - loss: 319.9635 - logits_profile_predictions_loss: 313.2157 - logcount_predictions_loss: 0.5398 315/1651 [====>.........................] - ETA: 3:05 - loss: 319.9649 - logits_profile_predictions_loss: 313.2165 - logcount_predictions_loss: 0.5399 316/1651 [====>.........................] - ETA: 3:04 - loss: 319.9659 - logits_profile_predictions_loss: 313.2170 - logcount_predictions_loss: 0.5399 317/1651 [====>.........................] - ETA: 3:04 - loss: 319.9668 - logits_profile_predictions_loss: 313.2173 - logcount_predictions_loss: 0.5400 318/1651 [====>.........................] - ETA: 3:04 - loss: 319.9675 - logits_profile_predictions_loss: 313.2174 - logcount_predictions_loss: 0.5400 319/1651 [====>.........................] - ETA: 3:04 - loss: 319.9684 - logits_profile_predictions_loss: 313.2178 - logcount_predictions_loss: 0.5400 320/1651 [====>.........................] - ETA: 3:04 - loss: 319.9693 - logits_profile_predictions_loss: 313.2181 - logcount_predictions_loss: 0.5401 321/1651 [====>.........................] - ETA: 3:04 - loss: 319.9700 - logits_profile_predictions_loss: 313.2182 - logcount_predictions_loss: 0.5401 322/1651 [====>.........................] - ETA: 3:04 - loss: 319.9711 - logits_profile_predictions_loss: 313.2188 - logcount_predictions_loss: 0.5402 323/1651 [====>.........................] - ETA: 3:03 - loss: 319.9721 - logits_profile_predictions_loss: 313.2193 - logcount_predictions_loss: 0.5402 324/1651 [====>.........................] - ETA: 3:03 - loss: 319.9730 - logits_profile_predictions_loss: 313.2196 - logcount_predictions_loss: 0.5403 325/1651 [====>.........................] - ETA: 3:03 - loss: 319.9738 - logits_profile_predictions_loss: 313.2199 - logcount_predictions_loss: 0.5403 326/1651 [====>.........................] - ETA: 3:03 - loss: 319.9742 - logits_profile_predictions_loss: 313.2198 - logcount_predictions_loss: 0.5403 327/1651 [====>.........................] - ETA: 3:03 - loss: 319.9746 - logits_profile_predictions_loss: 313.2197 - logcount_predictions_loss: 0.5404 328/1651 [====>.........................] - ETA: 3:03 - loss: 319.9750 - logits_profile_predictions_loss: 313.2197 - logcount_predictions_loss: 0.5404 329/1651 [====>.........................] - ETA: 3:03 - loss: 319.9757 - logits_profile_predictions_loss: 313.2199 - logcount_predictions_loss: 0.5405 330/1651 [====>.........................] - ETA: 3:02 - loss: 319.9764 - logits_profile_predictions_loss: 313.2201 - logcount_predictions_loss: 0.5405 331/1651 [=====>........................] - ETA: 3:02 - loss: 319.9772 - logits_profile_predictions_loss: 313.2204 - logcount_predictions_loss: 0.5405 332/1651 [=====>........................] - ETA: 3:02 - loss: 319.9781 - logits_profile_predictions_loss: 313.2209 - logcount_predictions_loss: 0.5406 333/1651 [=====>........................] - ETA: 3:02 - loss: 319.9793 - logits_profile_predictions_loss: 313.2217 - logcount_predictions_loss: 0.5406 334/1651 [=====>........................] - ETA: 3:02 - loss: 319.9808 - logits_profile_predictions_loss: 313.2229 - logcount_predictions_loss: 0.5406 335/1651 [=====>........................] - ETA: 3:02 - loss: 319.9823 - logits_profile_predictions_loss: 313.2239 - logcount_predictions_loss: 0.5407 336/1651 [=====>........................] - ETA: 3:02 - loss: 319.9839 - logits_profile_predictions_loss: 313.2251 - logcount_predictions_loss: 0.5407 337/1651 [=====>........................] - ETA: 3:01 - loss: 319.9853 - logits_profile_predictions_loss: 313.2262 - logcount_predictions_loss: 0.5407 338/1651 [=====>........................] - ETA: 3:01 - loss: 319.9865 - logits_profile_predictions_loss: 313.2269 - logcount_predictions_loss: 0.5408 339/1651 [=====>........................] - ETA: 3:01 - loss: 319.9878 - logits_profile_predictions_loss: 313.2279 - logcount_predictions_loss: 0.5408 340/1651 [=====>........................] - ETA: 3:01 - loss: 319.9892 - logits_profile_predictions_loss: 313.2289 - logcount_predictions_loss: 0.5408 341/1651 [=====>........................] - ETA: 3:01 - loss: 319.9903 - logits_profile_predictions_loss: 313.2296 - logcount_predictions_loss: 0.5409 342/1651 [=====>........................] - ETA: 3:01 - loss: 319.9915 - logits_profile_predictions_loss: 313.2303 - logcount_predictions_loss: 0.5409 343/1651 [=====>........................] - ETA: 3:01 - loss: 319.9926 - logits_profile_predictions_loss: 313.2310 - logcount_predictions_loss: 0.5409 344/1651 [=====>........................] - ETA: 3:01 - loss: 319.9940 - logits_profile_predictions_loss: 313.2320 - logcount_predictions_loss: 0.5410 345/1651 [=====>........................] - ETA: 3:00 - loss: 319.9955 - logits_profile_predictions_loss: 313.2331 - logcount_predictions_loss: 0.5410 346/1651 [=====>........................] - ETA: 3:00 - loss: 319.9968 - logits_profile_predictions_loss: 313.2341 - logcount_predictions_loss: 0.5410 347/1651 [=====>........................] - ETA: 3:00 - loss: 319.9982 - logits_profile_predictions_loss: 313.2351 - logcount_predictions_loss: 0.5410 348/1651 [=====>........................] - ETA: 3:00 - loss: 319.9996 - logits_profile_predictions_loss: 313.2360 - logcount_predictions_loss: 0.5411 349/1651 [=====>........................] - ETA: 3:00 - loss: 320.0009 - logits_profile_predictions_loss: 313.2370 - logcount_predictions_loss: 0.5411 350/1651 [=====>........................] - ETA: 3:00 - loss: 320.0022 - logits_profile_predictions_loss: 313.2379 - logcount_predictions_loss: 0.5411 351/1651 [=====>........................] - ETA: 3:00 - loss: 320.0034 - logits_profile_predictions_loss: 313.2388 - logcount_predictions_loss: 0.5412 352/1651 [=====>........................] - ETA: 2:59 - loss: 320.0049 - logits_profile_predictions_loss: 313.2399 - logcount_predictions_loss: 0.5412 353/1651 [=====>........................] - ETA: 2:59 - loss: 320.0066 - logits_profile_predictions_loss: 313.2413 - logcount_predictions_loss: 0.5412 354/1651 [=====>........................] - ETA: 2:59 - loss: 320.0082 - logits_profile_predictions_loss: 313.2425 - logcount_predictions_loss: 0.5412 355/1651 [=====>........................] - ETA: 2:59 - loss: 320.0100 - logits_profile_predictions_loss: 313.2440 - logcount_predictions_loss: 0.5413 356/1651 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[============================>.] - ETA: 0s - loss: 319.8325 - logits_profile_predictions_loss: 313.0262 - logcount_predictions_loss: 0.5445 1645/1651 [============================>.] - ETA: 0s - loss: 319.8321 - logits_profile_predictions_loss: 313.0258 - logcount_predictions_loss: 0.5445 1646/1651 [============================>.] - ETA: 0s - loss: 319.8317 - logits_profile_predictions_loss: 313.0254 - logcount_predictions_loss: 0.5445 1647/1651 [============================>.] - ETA: 0s - loss: 319.8313 - logits_profile_predictions_loss: 313.0250 - logcount_predictions_loss: 0.5445 1648/1651 [============================>.] - ETA: 0s - loss: 319.8309 - logits_profile_predictions_loss: 313.0246 - logcount_predictions_loss: 0.5445 1649/1651 [============================>.] - ETA: 0s - loss: 319.8305 - logits_profile_predictions_loss: 313.0242 - logcount_predictions_loss: 0.5445 1650/1651 [============================>.] - ETA: 0s - loss: 319.8301 - logits_profile_predictions_loss: 313.0238 - logcount_predictions_loss: 0.5445 1651/1651 [==============================] - ETA: 0s - loss: 319.8298 - logits_profile_predictions_loss: 313.0235 - logcount_predictions_loss: 0.5445 1651/1651 [==============================] - 239s 145ms/step - loss: 319.8294 - logits_profile_predictions_loss: 313.0231 - logcount_predictions_loss: 0.5445 - val_loss: 337.6100 - val_logits_profile_predictions_loss: 330.5161 - val_logcount_predictions_loss: 0.5675 Epoch 00005: val_loss improved from 338.10104 to 337.61005, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 6/50 1/1651 [..............................] - ETA: 4:26 - loss: 309.8789 - logits_profile_predictions_loss: 301.9162 - logcount_predictions_loss: 0.6370 2/1651 [..............................] - ETA: 3:48 - loss: 310.4323 - logits_profile_predictions_loss: 302.9425 - logcount_predictions_loss: 0.5992 3/1651 [..............................] - ETA: 3:48 - loss: 315.1231 - logits_profile_predictions_loss: 307.7216 - logcount_predictions_loss: 0.5921 4/1651 [..............................] - ETA: 3:48 - loss: 319.3701 - logits_profile_predictions_loss: 312.0612 - logcount_predictions_loss: 0.5847 5/1651 [..............................] - ETA: 3:47 - loss: 320.8954 - logits_profile_predictions_loss: 313.6605 - logcount_predictions_loss: 0.5788 6/1651 [..............................] - ETA: 3:47 - loss: 321.9919 - logits_profile_predictions_loss: 314.7577 - logcount_predictions_loss: 0.5787 7/1651 [..............................] - ETA: 3:47 - loss: 323.2052 - logits_profile_predictions_loss: 315.9407 - logcount_predictions_loss: 0.5812 8/1651 [..............................] - ETA: 3:47 - loss: 323.4199 - logits_profile_predictions_loss: 316.1518 - logcount_predictions_loss: 0.5814 9/1651 [..............................] - ETA: 3:47 - loss: 323.5524 - logits_profile_predictions_loss: 316.2838 - logcount_predictions_loss: 0.5815 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logits_profile_predictions_loss: 316.0353 - logcount_predictions_loss: 0.5760 17/1651 [..............................] - ETA: 3:39 - loss: 323.2996 - logits_profile_predictions_loss: 316.1068 - logcount_predictions_loss: 0.5754 18/1651 [..............................] - ETA: 3:39 - loss: 323.3783 - logits_profile_predictions_loss: 316.1961 - logcount_predictions_loss: 0.5746 19/1651 [..............................] - ETA: 3:39 - loss: 323.3981 - logits_profile_predictions_loss: 316.2268 - logcount_predictions_loss: 0.5737 20/1651 [..............................] - ETA: 3:39 - loss: 323.3556 - logits_profile_predictions_loss: 316.1899 - logcount_predictions_loss: 0.5733 21/1651 [..............................] - ETA: 3:39 - loss: 323.3387 - logits_profile_predictions_loss: 316.1714 - logcount_predictions_loss: 0.5734 22/1651 [..............................] - ETA: 3:40 - loss: 323.2834 - logits_profile_predictions_loss: 316.1169 - logcount_predictions_loss: 0.5733 23/1651 [..............................] - ETA: 3:40 - loss: 323.2374 - logits_profile_predictions_loss: 316.0716 - logcount_predictions_loss: 0.5733 24/1651 [..............................] - ETA: 3:40 - loss: 323.2186 - logits_profile_predictions_loss: 316.0555 - logcount_predictions_loss: 0.5730 25/1651 [..............................] - ETA: 3:40 - loss: 323.2400 - logits_profile_predictions_loss: 316.0830 - logcount_predictions_loss: 0.5726 26/1651 [..............................] - ETA: 3:40 - loss: 323.2420 - logits_profile_predictions_loss: 316.0929 - logcount_predictions_loss: 0.5719 27/1651 [..............................] - ETA: 3:40 - loss: 323.2942 - logits_profile_predictions_loss: 316.1546 - logcount_predictions_loss: 0.5712 28/1651 [..............................] - ETA: 3:40 - loss: 323.3416 - logits_profile_predictions_loss: 316.2114 - logcount_predictions_loss: 0.5704 29/1651 [..............................] - ETA: 3:40 - loss: 323.3900 - logits_profile_predictions_loss: 316.2698 - logcount_predictions_loss: 0.5696 30/1651 [..............................] - ETA: 3:40 - loss: 323.3805 - logits_profile_predictions_loss: 316.2711 - logcount_predictions_loss: 0.5688 31/1651 [..............................] - ETA: 3:40 - loss: 323.3614 - logits_profile_predictions_loss: 316.2623 - logcount_predictions_loss: 0.5679 32/1651 [..............................] - ETA: 3:40 - loss: 323.3612 - logits_profile_predictions_loss: 316.2742 - logcount_predictions_loss: 0.5670 33/1651 [..............................] - ETA: 3:40 - loss: 323.3645 - logits_profile_predictions_loss: 316.2891 - logcount_predictions_loss: 0.5660 34/1651 [..............................] - ETA: 3:40 - loss: 323.3869 - logits_profile_predictions_loss: 316.3227 - logcount_predictions_loss: 0.5651 35/1651 [..............................] - ETA: 3:40 - loss: 323.4037 - logits_profile_predictions_loss: 316.3502 - logcount_predictions_loss: 0.5643 36/1651 [..............................] - ETA: 3:40 - loss: 323.3926 - logits_profile_predictions_loss: 316.3501 - logcount_predictions_loss: 0.5634 37/1651 [..............................] - ETA: 3:40 - loss: 323.3650 - logits_profile_predictions_loss: 316.3335 - logcount_predictions_loss: 0.5625 38/1651 [..............................] - ETA: 3:40 - loss: 323.3120 - logits_profile_predictions_loss: 316.2916 - logcount_predictions_loss: 0.5616 39/1651 [..............................] - ETA: 3:40 - loss: 323.2651 - logits_profile_predictions_loss: 316.2557 - logcount_predictions_loss: 0.5608 40/1651 [..............................] - ETA: 3:40 - loss: 323.2295 - logits_profile_predictions_loss: 316.2304 - logcount_predictions_loss: 0.5599 41/1651 [..............................] - ETA: 3:40 - loss: 323.1835 - logits_profile_predictions_loss: 316.1944 - logcount_predictions_loss: 0.5591 42/1651 [..............................] - ETA: 3:40 - loss: 323.1174 - logits_profile_predictions_loss: 316.1385 - logcount_predictions_loss: 0.5583 43/1651 [..............................] - ETA: 3:40 - loss: 323.0526 - logits_profile_predictions_loss: 316.0829 - logcount_predictions_loss: 0.5576 44/1651 [..............................] - ETA: 3:39 - loss: 322.9807 - logits_profile_predictions_loss: 316.0187 - logcount_predictions_loss: 0.5570 45/1651 [..............................] - ETA: 3:39 - loss: 322.9172 - logits_profile_predictions_loss: 315.9623 - logcount_predictions_loss: 0.5564 46/1651 [..............................] - ETA: 3:39 - loss: 322.8684 - logits_profile_predictions_loss: 315.9214 - logcount_predictions_loss: 0.5558 47/1651 [..............................] - ETA: 3:39 - loss: 322.8246 - logits_profile_predictions_loss: 315.8843 - logcount_predictions_loss: 0.5552 48/1651 [..............................] - ETA: 3:39 - loss: 322.7980 - logits_profile_predictions_loss: 315.8641 - logcount_predictions_loss: 0.5547 49/1651 [..............................] - ETA: 3:39 - loss: 322.7721 - 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[>.............................] - ETA: 3:38 - loss: 322.6459 - logits_profile_predictions_loss: 315.7633 - logcount_predictions_loss: 0.5506 57/1651 [>.............................] - ETA: 3:38 - loss: 322.6372 - logits_profile_predictions_loss: 315.7591 - logcount_predictions_loss: 0.5502 58/1651 [>.............................] - ETA: 3:38 - loss: 322.6341 - logits_profile_predictions_loss: 315.7605 - logcount_predictions_loss: 0.5499 59/1651 [>.............................] - ETA: 3:38 - loss: 322.6264 - logits_profile_predictions_loss: 315.7574 - logcount_predictions_loss: 0.5495 60/1651 [>.............................] - ETA: 3:38 - loss: 322.6312 - logits_profile_predictions_loss: 315.7659 - logcount_predictions_loss: 0.5492 61/1651 [>.............................] - ETA: 3:38 - loss: 322.6481 - logits_profile_predictions_loss: 315.7863 - logcount_predictions_loss: 0.5489 62/1651 [>.............................] - ETA: 3:38 - loss: 322.6726 - logits_profile_predictions_loss: 315.8146 - logcount_predictions_loss: 0.5486 63/1651 [>.............................] - ETA: 3:38 - loss: 322.6957 - logits_profile_predictions_loss: 315.8417 - logcount_predictions_loss: 0.5483 64/1651 [>.............................] - ETA: 3:38 - loss: 322.7192 - logits_profile_predictions_loss: 315.8696 - logcount_predictions_loss: 0.5480 65/1651 [>.............................] - ETA: 3:37 - loss: 322.7393 - logits_profile_predictions_loss: 315.8943 - logcount_predictions_loss: 0.5476 66/1651 [>.............................] - ETA: 3:37 - loss: 322.7609 - logits_profile_predictions_loss: 315.9204 - logcount_predictions_loss: 0.5472 67/1651 [>.............................] - ETA: 3:37 - loss: 322.7803 - logits_profile_predictions_loss: 315.9445 - logcount_predictions_loss: 0.5469 68/1651 [>.............................] - ETA: 3:37 - loss: 322.7981 - logits_profile_predictions_loss: 315.9669 - logcount_predictions_loss: 0.5465 69/1651 [>.............................] - ETA: 3:37 - 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[>.............................] - ETA: 3:35 - loss: 322.9622 - logits_profile_predictions_loss: 316.2056 - logcount_predictions_loss: 0.5405 90/1651 [>.............................] - ETA: 3:34 - loss: 322.9485 - logits_profile_predictions_loss: 316.1936 - logcount_predictions_loss: 0.5404 91/1651 [>.............................] - ETA: 3:34 - loss: 322.9313 - logits_profile_predictions_loss: 316.1780 - logcount_predictions_loss: 0.5403 92/1651 [>.............................] - ETA: 3:34 - loss: 322.9123 - logits_profile_predictions_loss: 316.1604 - logcount_predictions_loss: 0.5402 93/1651 [>.............................] - ETA: 3:34 - loss: 322.8904 - logits_profile_predictions_loss: 316.1396 - logcount_predictions_loss: 0.5401 94/1651 [>.............................] - ETA: 3:34 - loss: 322.8634 - logits_profile_predictions_loss: 316.1140 - logcount_predictions_loss: 0.5399 95/1651 [>.............................] - ETA: 3:34 - loss: 322.8362 - logits_profile_predictions_loss: 316.0881 - logcount_predictions_loss: 0.5398 96/1651 [>.............................] - ETA: 3:34 - loss: 322.8045 - logits_profile_predictions_loss: 316.0576 - logcount_predictions_loss: 0.5397 97/1651 [>.............................] - ETA: 3:34 - loss: 322.7726 - logits_profile_predictions_loss: 316.0271 - logcount_predictions_loss: 0.5396 98/1651 [>.............................] - ETA: 3:33 - loss: 322.7384 - logits_profile_predictions_loss: 315.9944 - logcount_predictions_loss: 0.5395 99/1651 [>.............................] - ETA: 3:33 - loss: 322.7010 - logits_profile_predictions_loss: 315.9584 - logcount_predictions_loss: 0.5394 100/1651 [>.............................] - ETA: 3:33 - loss: 322.6645 - logits_profile_predictions_loss: 315.9233 - logcount_predictions_loss: 0.5393 101/1651 [>.............................] - ETA: 3:33 - loss: 322.6279 - logits_profile_predictions_loss: 315.8881 - logcount_predictions_loss: 0.5392 102/1651 [>.............................] - ETA: 3:33 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logits_profile_predictions_loss: 315.4284 - logcount_predictions_loss: 0.5378 116/1651 [=>............................] - ETA: 3:31 - loss: 322.1207 - logits_profile_predictions_loss: 315.3990 - logcount_predictions_loss: 0.5377 117/1651 [=>............................] - ETA: 3:31 - loss: 322.0922 - logits_profile_predictions_loss: 315.3713 - logcount_predictions_loss: 0.5377 118/1651 [=>............................] - ETA: 3:31 - loss: 322.0634 - logits_profile_predictions_loss: 315.3434 - logcount_predictions_loss: 0.5376 119/1651 [=>............................] - ETA: 3:31 - loss: 322.0362 - logits_profile_predictions_loss: 315.3170 - logcount_predictions_loss: 0.5375 120/1651 [=>............................] - ETA: 3:31 - loss: 322.0108 - logits_profile_predictions_loss: 315.2926 - logcount_predictions_loss: 0.5375 121/1651 [=>............................] - ETA: 3:31 - loss: 321.9870 - logits_profile_predictions_loss: 315.2697 - logcount_predictions_loss: 0.5374 122/1651 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logits_profile_predictions_loss: 315.1074 - logcount_predictions_loss: 0.5369 129/1651 [=>............................] - ETA: 3:29 - loss: 321.7946 - logits_profile_predictions_loss: 315.0849 - logcount_predictions_loss: 0.5368 130/1651 [=>............................] - ETA: 3:29 - loss: 321.7696 - logits_profile_predictions_loss: 315.0610 - logcount_predictions_loss: 0.5367 131/1651 [=>............................] - ETA: 3:29 - loss: 321.7464 - logits_profile_predictions_loss: 315.0387 - logcount_predictions_loss: 0.5366 132/1651 [=>............................] - ETA: 3:29 - loss: 321.7235 - logits_profile_predictions_loss: 315.0169 - logcount_predictions_loss: 0.5365 133/1651 [=>............................] - ETA: 3:29 - loss: 321.7014 - logits_profile_predictions_loss: 314.9959 - logcount_predictions_loss: 0.5364 134/1651 [=>............................] - ETA: 3:29 - loss: 321.6781 - logits_profile_predictions_loss: 314.9737 - logcount_predictions_loss: 0.5364 135/1651 [=>............................] - ETA: 3:29 - loss: 321.6560 - logits_profile_predictions_loss: 314.9527 - logcount_predictions_loss: 0.5363 136/1651 [=>............................] - ETA: 3:29 - loss: 321.6335 - logits_profile_predictions_loss: 314.9313 - logcount_predictions_loss: 0.5362 137/1651 [=>............................] - ETA: 3:28 - loss: 321.6092 - logits_profile_predictions_loss: 314.9081 - logcount_predictions_loss: 0.5361 138/1651 [=>............................] - ETA: 3:28 - loss: 321.5874 - logits_profile_predictions_loss: 314.8872 - logcount_predictions_loss: 0.5360 139/1651 [=>............................] - ETA: 3:28 - loss: 321.5664 - logits_profile_predictions_loss: 314.8672 - logcount_predictions_loss: 0.5359 140/1651 [=>............................] - ETA: 3:28 - loss: 321.5473 - logits_profile_predictions_loss: 314.8491 - logcount_predictions_loss: 0.5359 141/1651 [=>............................] - ETA: 3:28 - loss: 321.5268 - logits_profile_predictions_loss: 314.8294 - logcount_predictions_loss: 0.5358 142/1651 [=>............................] - ETA: 3:28 - loss: 321.5072 - logits_profile_predictions_loss: 314.8109 - logcount_predictions_loss: 0.5357 143/1651 [=>............................] - ETA: 3:28 - loss: 321.4879 - logits_profile_predictions_loss: 314.7925 - logcount_predictions_loss: 0.5356 144/1651 [=>............................] - ETA: 3:27 - loss: 321.4687 - logits_profile_predictions_loss: 314.7741 - logcount_predictions_loss: 0.5356 145/1651 [=>............................] - ETA: 3:27 - loss: 321.4491 - logits_profile_predictions_loss: 314.7555 - logcount_predictions_loss: 0.5355 146/1651 [=>............................] - ETA: 3:27 - loss: 321.4288 - logits_profile_predictions_loss: 314.7363 - logcount_predictions_loss: 0.5354 147/1651 [=>............................] - ETA: 3:27 - loss: 321.4099 - logits_profile_predictions_loss: 314.7185 - logcount_predictions_loss: 0.5353 148/1651 [=>............................] - ETA: 3:27 - loss: 321.3916 - logits_profile_predictions_loss: 314.7012 - logcount_predictions_loss: 0.5352 149/1651 [=>............................] - ETA: 3:27 - loss: 321.3733 - logits_profile_predictions_loss: 314.6838 - logcount_predictions_loss: 0.5352 150/1651 [=>............................] - ETA: 3:27 - loss: 321.3540 - logits_profile_predictions_loss: 314.6653 - logcount_predictions_loss: 0.5351 151/1651 [=>............................] - ETA: 3:27 - loss: 321.3348 - logits_profile_predictions_loss: 314.6470 - logcount_predictions_loss: 0.5350 152/1651 [=>............................] - ETA: 3:26 - loss: 321.3149 - logits_profile_predictions_loss: 314.6280 - logcount_predictions_loss: 0.5350 153/1651 [=>............................] - ETA: 3:26 - loss: 321.2969 - logits_profile_predictions_loss: 314.6108 - logcount_predictions_loss: 0.5349 154/1651 [=>............................] - ETA: 3:26 - loss: 321.2792 - logits_profile_predictions_loss: 314.5941 - logcount_predictions_loss: 0.5348 155/1651 [=>............................] - ETA: 3:26 - loss: 321.2626 - logits_profile_predictions_loss: 314.5784 - logcount_predictions_loss: 0.5347 156/1651 [=>............................] - ETA: 3:26 - loss: 321.2469 - logits_profile_predictions_loss: 314.5635 - logcount_predictions_loss: 0.5347 157/1651 [=>............................] - ETA: 3:26 - loss: 321.2324 - logits_profile_predictions_loss: 314.5497 - logcount_predictions_loss: 0.5346 158/1651 [=>............................] - ETA: 3:26 - loss: 321.2182 - logits_profile_predictions_loss: 314.5362 - logcount_predictions_loss: 0.5346 159/1651 [=>............................] - ETA: 3:26 - loss: 321.2029 - logits_profile_predictions_loss: 314.5215 - logcount_predictions_loss: 0.5345 160/1651 [=>............................] - ETA: 3:25 - loss: 321.1867 - logits_profile_predictions_loss: 314.5060 - logcount_predictions_loss: 0.5345 161/1651 [=>............................] - ETA: 3:25 - loss: 321.1711 - logits_profile_predictions_loss: 314.4910 - logcount_predictions_loss: 0.5344 162/1651 [=>............................] - ETA: 3:25 - loss: 321.1556 - logits_profile_predictions_loss: 314.4761 - logcount_predictions_loss: 0.5344 163/1651 [=>............................] - ETA: 3:25 - loss: 321.1402 - logits_profile_predictions_loss: 314.4613 - logcount_predictions_loss: 0.5343 164/1651 [=>............................] - ETA: 3:25 - loss: 321.1243 - logits_profile_predictions_loss: 314.4461 - logcount_predictions_loss: 0.5343 165/1651 [=>............................] - ETA: 3:25 - loss: 321.1084 - logits_profile_predictions_loss: 314.4308 - logcount_predictions_loss: 0.5342 166/1651 [==>...........................] - ETA: 3:25 - loss: 321.0947 - logits_profile_predictions_loss: 314.4176 - logcount_predictions_loss: 0.5342 167/1651 [==>...........................] - ETA: 3:24 - loss: 321.0810 - logits_profile_predictions_loss: 314.4044 - logcount_predictions_loss: 0.5341 168/1651 [==>...........................] - ETA: 3:24 - loss: 321.0672 - logits_profile_predictions_loss: 314.3911 - logcount_predictions_loss: 0.5341 169/1651 [==>...........................] - ETA: 3:24 - loss: 321.0544 - logits_profile_predictions_loss: 314.3790 - logcount_predictions_loss: 0.5340 170/1651 [==>...........................] - ETA: 3:24 - loss: 321.0430 - logits_profile_predictions_loss: 314.3680 - logcount_predictions_loss: 0.5340 171/1651 [==>...........................] - ETA: 3:24 - loss: 321.0306 - logits_profile_predictions_loss: 314.3562 - logcount_predictions_loss: 0.5339 172/1651 [==>...........................] - ETA: 3:24 - loss: 321.0184 - logits_profile_predictions_loss: 314.3447 - logcount_predictions_loss: 0.5339 173/1651 [==>...........................] - ETA: 3:24 - loss: 321.0058 - logits_profile_predictions_loss: 314.3327 - logcount_predictions_loss: 0.5338 174/1651 [==>...........................] - ETA: 3:24 - loss: 320.9926 - logits_profile_predictions_loss: 314.3202 - logcount_predictions_loss: 0.5338 175/1651 [==>...........................] - ETA: 3:23 - loss: 320.9811 - logits_profile_predictions_loss: 314.3094 - logcount_predictions_loss: 0.5337 176/1651 [==>...........................] - ETA: 3:23 - loss: 320.9685 - logits_profile_predictions_loss: 314.2974 - logcount_predictions_loss: 0.5337 177/1651 [==>...........................] - ETA: 3:23 - loss: 320.9563 - logits_profile_predictions_loss: 314.2858 - logcount_predictions_loss: 0.5336 178/1651 [==>...........................] - ETA: 3:23 - loss: 320.9425 - logits_profile_predictions_loss: 314.2726 - logcount_predictions_loss: 0.5336 179/1651 [==>...........................] - ETA: 3:23 - loss: 320.9283 - logits_profile_predictions_loss: 314.2591 - logcount_predictions_loss: 0.5335 180/1651 [==>...........................] - ETA: 3:23 - loss: 320.9146 - logits_profile_predictions_loss: 314.2460 - logcount_predictions_loss: 0.5335 181/1651 [==>...........................] - ETA: 3:23 - loss: 320.9016 - logits_profile_predictions_loss: 314.2336 - logcount_predictions_loss: 0.5334 182/1651 [==>...........................] - ETA: 3:22 - loss: 320.8884 - logits_profile_predictions_loss: 314.2210 - logcount_predictions_loss: 0.5334 183/1651 [==>...........................] - ETA: 3:22 - loss: 320.8758 - logits_profile_predictions_loss: 314.2091 - logcount_predictions_loss: 0.5333 184/1651 [==>...........................] - ETA: 3:22 - loss: 320.8648 - logits_profile_predictions_loss: 314.1988 - logcount_predictions_loss: 0.5333 185/1651 [==>...........................] - ETA: 3:22 - loss: 320.8534 - logits_profile_predictions_loss: 314.1880 - logcount_predictions_loss: 0.5332 186/1651 [==>...........................] - ETA: 3:22 - loss: 320.8420 - logits_profile_predictions_loss: 314.1772 - logcount_predictions_loss: 0.5332 187/1651 [==>...........................] - ETA: 3:22 - loss: 320.8296 - logits_profile_predictions_loss: 314.1654 - logcount_predictions_loss: 0.5331 188/1651 [==>...........................] - ETA: 3:22 - loss: 320.8166 - logits_profile_predictions_loss: 314.1530 - logcount_predictions_loss: 0.5331 189/1651 [==>...........................] - ETA: 3:21 - loss: 320.8038 - logits_profile_predictions_loss: 314.1409 - logcount_predictions_loss: 0.5330 190/1651 [==>...........................] - ETA: 3:21 - loss: 320.7903 - logits_profile_predictions_loss: 314.1280 - logcount_predictions_loss: 0.5330 191/1651 [==>...........................] - ETA: 3:21 - loss: 320.7774 - logits_profile_predictions_loss: 314.1158 - logcount_predictions_loss: 0.5329 192/1651 [==>...........................] - ETA: 3:21 - loss: 320.7649 - logits_profile_predictions_loss: 314.1040 - logcount_predictions_loss: 0.5329 193/1651 [==>...........................] - ETA: 3:21 - loss: 320.7523 - logits_profile_predictions_loss: 314.0921 - logcount_predictions_loss: 0.5328 194/1651 [==>...........................] - ETA: 3:21 - loss: 320.7388 - logits_profile_predictions_loss: 314.0793 - logcount_predictions_loss: 0.5328 195/1651 [==>...........................] - ETA: 3:21 - loss: 320.7249 - logits_profile_predictions_loss: 314.0661 - logcount_predictions_loss: 0.5327 196/1651 [==>...........................] - ETA: 3:21 - loss: 320.7115 - logits_profile_predictions_loss: 314.0534 - logcount_predictions_loss: 0.5326 197/1651 [==>...........................] - ETA: 3:20 - loss: 320.6983 - logits_profile_predictions_loss: 314.0409 - logcount_predictions_loss: 0.5326 198/1651 [==>...........................] - ETA: 3:20 - loss: 320.6862 - logits_profile_predictions_loss: 314.0296 - logcount_predictions_loss: 0.5325 199/1651 [==>...........................] - ETA: 3:20 - loss: 320.6741 - logits_profile_predictions_loss: 314.0180 - logcount_predictions_loss: 0.5325 200/1651 [==>...........................] - ETA: 3:20 - loss: 320.6611 - logits_profile_predictions_loss: 314.0057 - logcount_predictions_loss: 0.5324 201/1651 [==>...........................] - ETA: 3:20 - loss: 320.6478 - logits_profile_predictions_loss: 313.9929 - logcount_predictions_loss: 0.5324 202/1651 [==>...........................] - ETA: 3:20 - loss: 320.6350 - logits_profile_predictions_loss: 313.9806 - logcount_predictions_loss: 0.5323 203/1651 [==>...........................] - ETA: 3:20 - loss: 320.6224 - logits_profile_predictions_loss: 313.9683 - logcount_predictions_loss: 0.5323 204/1651 [==>...........................] - ETA: 3:19 - loss: 320.6100 - logits_profile_predictions_loss: 313.9563 - logcount_predictions_loss: 0.5323 205/1651 [==>...........................] - ETA: 3:19 - loss: 320.5973 - logits_profile_predictions_loss: 313.9440 - logcount_predictions_loss: 0.5323 206/1651 [==>...........................] - ETA: 3:19 - loss: 320.5847 - logits_profile_predictions_loss: 313.9317 - logcount_predictions_loss: 0.5322 207/1651 [==>...........................] - ETA: 3:19 - loss: 320.5723 - logits_profile_predictions_loss: 313.9195 - logcount_predictions_loss: 0.5322 208/1651 [==>...........................] - ETA: 3:19 - loss: 320.5600 - logits_profile_predictions_loss: 313.9075 - logcount_predictions_loss: 0.5322 209/1651 [==>...........................] - ETA: 3:19 - loss: 320.5477 - logits_profile_predictions_loss: 313.8955 - logcount_predictions_loss: 0.5322 210/1651 [==>...........................] - ETA: 3:19 - loss: 320.5361 - logits_profile_predictions_loss: 313.8841 - logcount_predictions_loss: 0.5322 211/1651 [==>...........................] - ETA: 3:19 - loss: 320.5231 - logits_profile_predictions_loss: 313.8714 - logcount_predictions_loss: 0.5321 212/1651 [==>...........................] - ETA: 3:18 - loss: 320.5101 - logits_profile_predictions_loss: 313.8586 - logcount_predictions_loss: 0.5321 213/1651 [==>...........................] - ETA: 3:18 - loss: 320.4970 - logits_profile_predictions_loss: 313.8457 - logcount_predictions_loss: 0.5321 214/1651 [==>...........................] - ETA: 3:18 - loss: 320.4836 - logits_profile_predictions_loss: 313.8326 - logcount_predictions_loss: 0.5321 215/1651 [==>...........................] - ETA: 3:18 - loss: 320.4696 - logits_profile_predictions_loss: 313.8188 - logcount_predictions_loss: 0.5321 216/1651 [==>...........................] - ETA: 3:18 - loss: 320.4552 - logits_profile_predictions_loss: 313.8045 - logcount_predictions_loss: 0.5320 217/1651 [==>...........................] - ETA: 3:18 - loss: 320.4408 - logits_profile_predictions_loss: 313.7903 - logcount_predictions_loss: 0.5320 218/1651 [==>...........................] - ETA: 3:18 - loss: 320.4262 - logits_profile_predictions_loss: 313.7759 - logcount_predictions_loss: 0.5320 219/1651 [==>...........................] - ETA: 3:17 - loss: 320.4123 - logits_profile_predictions_loss: 313.7623 - logcount_predictions_loss: 0.5320 220/1651 [==>...........................] - ETA: 3:17 - loss: 320.3987 - logits_profile_predictions_loss: 313.7489 - logcount_predictions_loss: 0.5320 221/1651 [===>..........................] - ETA: 3:17 - loss: 320.3853 - logits_profile_predictions_loss: 313.7357 - logcount_predictions_loss: 0.5320 222/1651 [===>..........................] - ETA: 3:17 - loss: 320.3724 - logits_profile_predictions_loss: 313.7230 - logcount_predictions_loss: 0.5319 223/1651 [===>..........................] - ETA: 3:17 - loss: 320.3597 - logits_profile_predictions_loss: 313.7105 - logcount_predictions_loss: 0.5319 224/1651 [===>..........................] - ETA: 3:17 - loss: 320.3474 - logits_profile_predictions_loss: 313.6984 - logcount_predictions_loss: 0.5319 225/1651 [===>..........................] - ETA: 3:17 - loss: 320.3355 - logits_profile_predictions_loss: 313.6867 - logcount_predictions_loss: 0.5319 226/1651 [===>..........................] - ETA: 3:16 - loss: 320.3236 - logits_profile_predictions_loss: 313.6750 - logcount_predictions_loss: 0.5319 227/1651 [===>..........................] - ETA: 3:16 - loss: 320.3118 - logits_profile_predictions_loss: 313.6634 - logcount_predictions_loss: 0.5319 228/1651 [===>..........................] - ETA: 3:16 - loss: 320.2997 - logits_profile_predictions_loss: 313.6515 - logcount_predictions_loss: 0.5319 229/1651 [===>..........................] - ETA: 3:16 - loss: 320.2882 - logits_profile_predictions_loss: 313.6402 - logcount_predictions_loss: 0.5318 230/1651 [===>..........................] - ETA: 3:16 - loss: 320.2764 - logits_profile_predictions_loss: 313.6285 - logcount_predictions_loss: 0.5318 231/1651 [===>..........................] - ETA: 3:16 - loss: 320.2644 - logits_profile_predictions_loss: 313.6166 - logcount_predictions_loss: 0.5318 232/1651 [===>..........................] - ETA: 3:16 - loss: 320.2525 - logits_profile_predictions_loss: 313.6049 - logcount_predictions_loss: 0.5318 233/1651 [===>..........................] - ETA: 3:16 - loss: 320.2410 - logits_profile_predictions_loss: 313.5934 - logcount_predictions_loss: 0.5318 234/1651 [===>..........................] - ETA: 3:15 - loss: 320.2291 - logits_profile_predictions_loss: 313.5817 - logcount_predictions_loss: 0.5318 235/1651 [===>..........................] - ETA: 3:15 - loss: 320.2179 - logits_profile_predictions_loss: 313.5706 - logcount_predictions_loss: 0.5318 236/1651 [===>..........................] - ETA: 3:15 - loss: 320.2064 - logits_profile_predictions_loss: 313.5592 - logcount_predictions_loss: 0.5318 237/1651 [===>..........................] - ETA: 3:15 - loss: 320.1952 - logits_profile_predictions_loss: 313.5482 - logcount_predictions_loss: 0.5318 238/1651 [===>..........................] - ETA: 3:15 - loss: 320.1842 - logits_profile_predictions_loss: 313.5374 - logcount_predictions_loss: 0.5317 239/1651 [===>..........................] - ETA: 3:15 - loss: 320.1730 - logits_profile_predictions_loss: 313.5263 - logcount_predictions_loss: 0.5317 240/1651 [===>..........................] - ETA: 3:15 - loss: 320.1627 - logits_profile_predictions_loss: 313.5162 - logcount_predictions_loss: 0.5317 241/1651 [===>..........................] - ETA: 3:14 - loss: 320.1524 - logits_profile_predictions_loss: 313.5062 - logcount_predictions_loss: 0.5317 242/1651 [===>..........................] - ETA: 3:14 - loss: 320.1424 - logits_profile_predictions_loss: 313.4964 - logcount_predictions_loss: 0.5317 243/1651 [===>..........................] - ETA: 3:14 - loss: 320.1324 - logits_profile_predictions_loss: 313.4865 - logcount_predictions_loss: 0.5317 244/1651 [===>..........................] - ETA: 3:14 - loss: 320.1230 - logits_profile_predictions_loss: 313.4773 - logcount_predictions_loss: 0.5316 245/1651 [===>..........................] - ETA: 3:14 - loss: 320.1134 - logits_profile_predictions_loss: 313.4680 - logcount_predictions_loss: 0.5316 246/1651 [===>..........................] - ETA: 3:14 - loss: 320.1043 - logits_profile_predictions_loss: 313.4592 - logcount_predictions_loss: 0.5316 247/1651 [===>..........................] - ETA: 3:14 - loss: 320.0957 - logits_profile_predictions_loss: 313.4508 - logcount_predictions_loss: 0.5316 248/1651 [===>..........................] - ETA: 3:13 - loss: 320.0873 - logits_profile_predictions_loss: 313.4426 - logcount_predictions_loss: 0.5316 249/1651 [===>..........................] - ETA: 3:13 - loss: 320.0783 - logits_profile_predictions_loss: 313.4339 - logcount_predictions_loss: 0.5315 250/1651 [===>..........................] - ETA: 3:13 - loss: 320.0694 - logits_profile_predictions_loss: 313.4252 - logcount_predictions_loss: 0.5315 251/1651 [===>..........................] - ETA: 3:13 - loss: 320.0611 - logits_profile_predictions_loss: 313.4170 - logcount_predictions_loss: 0.5315 252/1651 [===>..........................] - ETA: 3:13 - loss: 320.0530 - logits_profile_predictions_loss: 313.4092 - logcount_predictions_loss: 0.5315 253/1651 [===>..........................] - ETA: 3:13 - loss: 320.0449 - logits_profile_predictions_loss: 313.4013 - logcount_predictions_loss: 0.5315 254/1651 [===>..........................] - ETA: 3:13 - loss: 320.0370 - logits_profile_predictions_loss: 313.3936 - logcount_predictions_loss: 0.5315 255/1651 [===>..........................] - ETA: 3:12 - loss: 320.0290 - logits_profile_predictions_loss: 313.3859 - logcount_predictions_loss: 0.5314 256/1651 [===>..........................] - ETA: 3:12 - loss: 320.0209 - logits_profile_predictions_loss: 313.3781 - logcount_predictions_loss: 0.5314 257/1651 [===>..........................] - ETA: 3:12 - loss: 320.0127 - logits_profile_predictions_loss: 313.3701 - logcount_predictions_loss: 0.5314 258/1651 [===>..........................] - ETA: 3:12 - loss: 320.0041 - logits_profile_predictions_loss: 313.3617 - logcount_predictions_loss: 0.5314 259/1651 [===>..........................] - ETA: 3:12 - loss: 319.9964 - logits_profile_predictions_loss: 313.3543 - logcount_predictions_loss: 0.5314 260/1651 [===>..........................] - ETA: 3:12 - loss: 319.9886 - logits_profile_predictions_loss: 313.3467 - logcount_predictions_loss: 0.5313 261/1651 [===>..........................] - ETA: 3:12 - loss: 319.9808 - logits_profile_predictions_loss: 313.3392 - logcount_predictions_loss: 0.5313 262/1651 [===>..........................] - ETA: 3:12 - loss: 319.9731 - logits_profile_predictions_loss: 313.3317 - logcount_predictions_loss: 0.5313 263/1651 [===>..........................] - ETA: 3:11 - loss: 319.9651 - logits_profile_predictions_loss: 313.3240 - logcount_predictions_loss: 0.5313 264/1651 [===>..........................] - ETA: 3:11 - loss: 319.9569 - logits_profile_predictions_loss: 313.3161 - logcount_predictions_loss: 0.5313 265/1651 [===>..........................] - ETA: 3:11 - loss: 319.9486 - logits_profile_predictions_loss: 313.3080 - logcount_predictions_loss: 0.5312 266/1651 [===>..........................] - ETA: 3:11 - loss: 319.9406 - logits_profile_predictions_loss: 313.3002 - logcount_predictions_loss: 0.5312 267/1651 [===>..........................] - ETA: 3:11 - loss: 319.9328 - logits_profile_predictions_loss: 313.2927 - logcount_predictions_loss: 0.5312 268/1651 [===>..........................] - ETA: 3:11 - loss: 319.9257 - logits_profile_predictions_loss: 313.2857 - logcount_predictions_loss: 0.5312 269/1651 [===>..........................] - ETA: 3:11 - loss: 319.9189 - logits_profile_predictions_loss: 313.2791 - logcount_predictions_loss: 0.5312 270/1651 [===>..........................] - ETA: 3:10 - loss: 319.9132 - logits_profile_predictions_loss: 313.2736 - logcount_predictions_loss: 0.5312 271/1651 [===>..........................] - ETA: 3:10 - loss: 319.9077 - logits_profile_predictions_loss: 313.2682 - logcount_predictions_loss: 0.5311 272/1651 [===>..........................] - ETA: 3:10 - loss: 319.9019 - logits_profile_predictions_loss: 313.2627 - logcount_predictions_loss: 0.5311 273/1651 [===>..........................] - ETA: 3:10 - loss: 319.8962 - logits_profile_predictions_loss: 313.2571 - logcount_predictions_loss: 0.5311 274/1651 [===>..........................] - ETA: 3:10 - loss: 319.8906 - logits_profile_predictions_loss: 313.2515 - logcount_predictions_loss: 0.5311 275/1651 [===>..........................] - ETA: 3:10 - loss: 319.8853 - logits_profile_predictions_loss: 313.2463 - logcount_predictions_loss: 0.5311 276/1651 [====>.........................] - ETA: 3:10 - loss: 319.8801 - logits_profile_predictions_loss: 313.2412 - logcount_predictions_loss: 0.5311 277/1651 [====>.........................] - ETA: 3:09 - loss: 319.8751 - logits_profile_predictions_loss: 313.2362 - logcount_predictions_loss: 0.5311 278/1651 [====>.........................] - ETA: 3:09 - loss: 319.8701 - logits_profile_predictions_loss: 313.2313 - logcount_predictions_loss: 0.5311 279/1651 [====>.........................] - ETA: 3:09 - loss: 319.8653 - logits_profile_predictions_loss: 313.2265 - logcount_predictions_loss: 0.5311 280/1651 [====>.........................] - ETA: 3:09 - loss: 319.8613 - logits_profile_predictions_loss: 313.2225 - logcount_predictions_loss: 0.5311 281/1651 [====>.........................] - ETA: 3:09 - loss: 319.8572 - logits_profile_predictions_loss: 313.2184 - logcount_predictions_loss: 0.5311 282/1651 [====>.........................] - ETA: 3:09 - loss: 319.8527 - logits_profile_predictions_loss: 313.2140 - logcount_predictions_loss: 0.5311 283/1651 [====>.........................] - ETA: 3:09 - loss: 319.8482 - logits_profile_predictions_loss: 313.2095 - logcount_predictions_loss: 0.5311 284/1651 [====>.........................] - ETA: 3:09 - loss: 319.8431 - 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[====>.........................] - ETA: 3:08 - loss: 319.8044 - logits_profile_predictions_loss: 313.1660 - logcount_predictions_loss: 0.5311 292/1651 [====>.........................] - ETA: 3:07 - loss: 319.7982 - logits_profile_predictions_loss: 313.1598 - logcount_predictions_loss: 0.5311 293/1651 [====>.........................] - ETA: 3:07 - loss: 319.7922 - logits_profile_predictions_loss: 313.1539 - logcount_predictions_loss: 0.5311 294/1651 [====>.........................] - ETA: 3:07 - loss: 319.7862 - logits_profile_predictions_loss: 313.1479 - logcount_predictions_loss: 0.5311 295/1651 [====>.........................] - ETA: 3:07 - loss: 319.7808 - logits_profile_predictions_loss: 313.1424 - logcount_predictions_loss: 0.5311 296/1651 [====>.........................] - ETA: 3:07 - loss: 319.7751 - logits_profile_predictions_loss: 313.1367 - logcount_predictions_loss: 0.5311 297/1651 [====>.........................] - ETA: 3:07 - loss: 319.7695 - 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[====>.........................] - ETA: 3:06 - loss: 319.7299 - logits_profile_predictions_loss: 313.0913 - logcount_predictions_loss: 0.5311 305/1651 [====>.........................] - ETA: 3:06 - loss: 319.7250 - logits_profile_predictions_loss: 313.0863 - logcount_predictions_loss: 0.5311 306/1651 [====>.........................] - ETA: 3:06 - loss: 319.7203 - logits_profile_predictions_loss: 313.0817 - logcount_predictions_loss: 0.5311 307/1651 [====>.........................] - ETA: 3:05 - loss: 319.7158 - logits_profile_predictions_loss: 313.0771 - logcount_predictions_loss: 0.5311 308/1651 [====>.........................] - ETA: 3:05 - loss: 319.7114 - logits_profile_predictions_loss: 313.0727 - logcount_predictions_loss: 0.5311 309/1651 [====>.........................] - ETA: 3:05 - loss: 319.7069 - logits_profile_predictions_loss: 313.0682 - logcount_predictions_loss: 0.5311 310/1651 [====>.........................] - ETA: 3:05 - loss: 319.7024 - 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[====>.........................] - ETA: 3:04 - loss: 319.6732 - logits_profile_predictions_loss: 313.0349 - logcount_predictions_loss: 0.5311 318/1651 [====>.........................] - ETA: 3:04 - loss: 319.6688 - logits_profile_predictions_loss: 313.0305 - logcount_predictions_loss: 0.5311 319/1651 [====>.........................] - ETA: 3:04 - loss: 319.6644 - logits_profile_predictions_loss: 313.0262 - logcount_predictions_loss: 0.5311 320/1651 [====>.........................] - ETA: 3:04 - loss: 319.6604 - logits_profile_predictions_loss: 313.0222 - logcount_predictions_loss: 0.5310 321/1651 [====>.........................] - ETA: 3:03 - loss: 319.6562 - logits_profile_predictions_loss: 313.0180 - logcount_predictions_loss: 0.5310 322/1651 [====>.........................] - ETA: 3:03 - loss: 319.6523 - logits_profile_predictions_loss: 313.0141 - logcount_predictions_loss: 0.5310 323/1651 [====>.........................] - ETA: 3:03 - loss: 319.6480 - 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[====>.........................] - ETA: 3:02 - loss: 319.6157 - logits_profile_predictions_loss: 312.9781 - logcount_predictions_loss: 0.5310 331/1651 [=====>........................] - ETA: 3:02 - loss: 319.6118 - logits_profile_predictions_loss: 312.9743 - logcount_predictions_loss: 0.5310 332/1651 [=====>........................] - ETA: 3:02 - loss: 319.6080 - logits_profile_predictions_loss: 312.9706 - logcount_predictions_loss: 0.5310 333/1651 [=====>........................] - ETA: 3:02 - loss: 319.6042 - logits_profile_predictions_loss: 312.9669 - logcount_predictions_loss: 0.5310 334/1651 [=====>........................] - ETA: 3:02 - loss: 319.6001 - logits_profile_predictions_loss: 312.9629 - logcount_predictions_loss: 0.5310 335/1651 [=====>........................] - ETA: 3:02 - loss: 319.5963 - logits_profile_predictions_loss: 312.9591 - logcount_predictions_loss: 0.5310 336/1651 [=====>........................] - ETA: 3:01 - loss: 319.5920 - 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[=====>........................] - ETA: 3:00 - loss: 319.5630 - logits_profile_predictions_loss: 312.9262 - logcount_predictions_loss: 0.5309 344/1651 [=====>........................] - ETA: 3:00 - loss: 319.5593 - logits_profile_predictions_loss: 312.9224 - logcount_predictions_loss: 0.5309 345/1651 [=====>........................] - ETA: 3:00 - loss: 319.5556 - logits_profile_predictions_loss: 312.9187 - logcount_predictions_loss: 0.5309 346/1651 [=====>........................] - ETA: 3:00 - loss: 319.5517 - logits_profile_predictions_loss: 312.9148 - logcount_predictions_loss: 0.5309 347/1651 [=====>........................] - ETA: 3:00 - loss: 319.5483 - logits_profile_predictions_loss: 312.9114 - logcount_predictions_loss: 0.5309 348/1651 [=====>........................] - ETA: 3:00 - loss: 319.5452 - logits_profile_predictions_loss: 312.9083 - logcount_predictions_loss: 0.5309 349/1651 [=====>........................] - ETA: 3:00 - loss: 319.5425 - logits_profile_predictions_loss: 312.9056 - logcount_predictions_loss: 0.5309 350/1651 [=====>........................] - ETA: 2:59 - loss: 319.5398 - logits_profile_predictions_loss: 312.9028 - logcount_predictions_loss: 0.5309 351/1651 [=====>........................] - ETA: 2:59 - loss: 319.5371 - logits_profile_predictions_loss: 312.9001 - logcount_predictions_loss: 0.5309 352/1651 [=====>........................] - ETA: 2:59 - loss: 319.5342 - logits_profile_predictions_loss: 312.8972 - logcount_predictions_loss: 0.5309 353/1651 [=====>........................] - ETA: 2:59 - loss: 319.5316 - logits_profile_predictions_loss: 312.8947 - logcount_predictions_loss: 0.5309 354/1651 [=====>........................] - ETA: 2:59 - loss: 319.5293 - logits_profile_predictions_loss: 312.8923 - logcount_predictions_loss: 0.5310 355/1651 [=====>........................] - ETA: 2:59 - loss: 319.5266 - logits_profile_predictions_loss: 312.8896 - logcount_predictions_loss: 0.5310 356/1651 [=====>........................] - ETA: 2:59 - loss: 319.5240 - logits_profile_predictions_loss: 312.8870 - logcount_predictions_loss: 0.5310 357/1651 [=====>........................] - ETA: 2:59 - loss: 319.5216 - logits_profile_predictions_loss: 312.8845 - logcount_predictions_loss: 0.5310 358/1651 [=====>........................] - ETA: 2:58 - loss: 319.5194 - logits_profile_predictions_loss: 312.8823 - logcount_predictions_loss: 0.5310 359/1651 [=====>........................] - ETA: 2:58 - loss: 319.5169 - logits_profile_predictions_loss: 312.8798 - logcount_predictions_loss: 0.5310 360/1651 [=====>........................] - ETA: 2:58 - loss: 319.5144 - logits_profile_predictions_loss: 312.8773 - logcount_predictions_loss: 0.5310 361/1651 [=====>........................] - ETA: 2:58 - loss: 319.5121 - logits_profile_predictions_loss: 312.8749 - logcount_predictions_loss: 0.5310 362/1651 [=====>........................] - ETA: 2:58 - loss: 319.5096 - logits_profile_predictions_loss: 312.8723 - logcount_predictions_loss: 0.5310 363/1651 [=====>........................] - ETA: 2:58 - loss: 319.5070 - logits_profile_predictions_loss: 312.8697 - logcount_predictions_loss: 0.5310 364/1651 [=====>........................] - ETA: 2:58 - loss: 319.5043 - logits_profile_predictions_loss: 312.8669 - logcount_predictions_loss: 0.5310 365/1651 [=====>........................] - ETA: 2:57 - loss: 319.5013 - logits_profile_predictions_loss: 312.8640 - logcount_predictions_loss: 0.5310 366/1651 [=====>........................] - ETA: 2:57 - loss: 319.4980 - logits_profile_predictions_loss: 312.8606 - logcount_predictions_loss: 0.5310 367/1651 [=====>........................] - ETA: 2:57 - loss: 319.4946 - logits_profile_predictions_loss: 312.8572 - logcount_predictions_loss: 0.5310 368/1651 [=====>........................] - ETA: 2:57 - loss: 319.4914 - logits_profile_predictions_loss: 312.8539 - logcount_predictions_loss: 0.5310 369/1651 [=====>........................] - ETA: 2:57 - loss: 319.4879 - logits_profile_predictions_loss: 312.8505 - logcount_predictions_loss: 0.5310 370/1651 [=====>........................] - ETA: 2:57 - loss: 319.4842 - logits_profile_predictions_loss: 312.8467 - logcount_predictions_loss: 0.5310 371/1651 [=====>........................] - ETA: 2:57 - loss: 319.4804 - logits_profile_predictions_loss: 312.8429 - logcount_predictions_loss: 0.5310 372/1651 [=====>........................] - ETA: 2:56 - loss: 319.4768 - logits_profile_predictions_loss: 312.8393 - logcount_predictions_loss: 0.5310 373/1651 [=====>........................] - ETA: 2:56 - loss: 319.4734 - logits_profile_predictions_loss: 312.8359 - logcount_predictions_loss: 0.5310 374/1651 [=====>........................] - ETA: 2:56 - loss: 319.4701 - logits_profile_predictions_loss: 312.8325 - logcount_predictions_loss: 0.5310 375/1651 [=====>........................] - ETA: 2:56 - loss: 319.4665 - 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311.8531 - logcount_predictions_loss: 0.5288 1651/1651 [==============================] - ETA: 0s - loss: 318.4632 - logits_profile_predictions_loss: 311.8529 - logcount_predictions_loss: 0.5288 1651/1651 [==============================] - 239s 145ms/step - loss: 318.4629 - logits_profile_predictions_loss: 311.8527 - logcount_predictions_loss: 0.5288 - val_loss: 336.3596 - val_logits_profile_predictions_loss: 329.7857 - val_logcount_predictions_loss: 0.5259 Epoch 00006: val_loss improved from 337.61005 to 336.35956, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 7/50 1/1651 [..............................] - ETA: 4:33 - loss: 331.2691 - logits_profile_predictions_loss: 323.6772 - logcount_predictions_loss: 0.6074 2/1651 [..............................] - ETA: 3:55 - loss: 330.4506 - logits_profile_predictions_loss: 322.8976 - logcount_predictions_loss: 0.6042 3/1651 [..............................] - ETA: 3:51 - loss: 329.2747 - logits_profile_predictions_loss: 321.8279 - logcount_predictions_loss: 0.5957 4/1651 [..............................] - ETA: 3:50 - loss: 327.0629 - logits_profile_predictions_loss: 319.6866 - logcount_predictions_loss: 0.5901 5/1651 [..............................] - ETA: 3:50 - loss: 324.9242 - logits_profile_predictions_loss: 317.5826 - logcount_predictions_loss: 0.5873 6/1651 [..............................] - ETA: 3:49 - loss: 322.7444 - logits_profile_predictions_loss: 315.4332 - logcount_predictions_loss: 0.5849 7/1651 [..............................] - ETA: 3:48 - loss: 321.4448 - logits_profile_predictions_loss: 314.1766 - logcount_predictions_loss: 0.5815 8/1651 [..............................] - ETA: 3:48 - loss: 320.0689 - logits_profile_predictions_loss: 312.8786 - logcount_predictions_loss: 0.5752 9/1651 [..............................] - ETA: 3:48 - loss: 319.0854 - logits_profile_predictions_loss: 311.9260 - logcount_predictions_loss: 0.5727 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[..............................] - ETA: 3:46 - loss: 316.4881 - logits_profile_predictions_loss: 309.6868 - logcount_predictions_loss: 0.5441 24/1651 [..............................] - ETA: 3:45 - loss: 316.5793 - logits_profile_predictions_loss: 309.7979 - logcount_predictions_loss: 0.5425 25/1651 [..............................] - ETA: 3:40 - loss: 316.6749 - logits_profile_predictions_loss: 309.9093 - logcount_predictions_loss: 0.5413 26/1651 [..............................] - ETA: 3:40 - loss: 316.7945 - logits_profile_predictions_loss: 310.0447 - logcount_predictions_loss: 0.5400 27/1651 [..............................] - ETA: 3:40 - loss: 316.9440 - logits_profile_predictions_loss: 310.2104 - logcount_predictions_loss: 0.5387 28/1651 [..............................] - ETA: 3:40 - loss: 317.0894 - logits_profile_predictions_loss: 310.3703 - logcount_predictions_loss: 0.5375 29/1651 [..............................] - ETA: 3:40 - loss: 317.2469 - logits_profile_predictions_loss: 310.5390 - logcount_predictions_loss: 0.5366 30/1651 [..............................] - ETA: 3:40 - loss: 317.3990 - logits_profile_predictions_loss: 310.7018 - logcount_predictions_loss: 0.5358 31/1651 [..............................] - ETA: 3:40 - loss: 317.5087 - logits_profile_predictions_loss: 310.8229 - logcount_predictions_loss: 0.5349 32/1651 [..............................] - ETA: 3:40 - loss: 317.6384 - logits_profile_predictions_loss: 310.9606 - logcount_predictions_loss: 0.5342 33/1651 [..............................] - ETA: 3:40 - loss: 317.7338 - logits_profile_predictions_loss: 311.0633 - logcount_predictions_loss: 0.5336 34/1651 [..............................] - ETA: 3:40 - loss: 317.8010 - logits_profile_predictions_loss: 311.1366 - logcount_predictions_loss: 0.5332 35/1651 [..............................] - ETA: 3:40 - loss: 317.8382 - logits_profile_predictions_loss: 311.1801 - logcount_predictions_loss: 0.5326 36/1651 [..............................] - ETA: 3:40 - loss: 317.8624 - logits_profile_predictions_loss: 311.2102 - logcount_predictions_loss: 0.5322 37/1651 [..............................] - ETA: 3:40 - loss: 317.8430 - logits_profile_predictions_loss: 311.1959 - logcount_predictions_loss: 0.5318 38/1651 [..............................] - ETA: 3:40 - loss: 317.8353 - logits_profile_predictions_loss: 311.1917 - logcount_predictions_loss: 0.5315 39/1651 [..............................] - ETA: 3:40 - loss: 317.8257 - logits_profile_predictions_loss: 311.1857 - logcount_predictions_loss: 0.5312 40/1651 [..............................] - ETA: 3:40 - loss: 317.8109 - logits_profile_predictions_loss: 311.1747 - logcount_predictions_loss: 0.5309 41/1651 [..............................] - ETA: 3:40 - loss: 317.7990 - logits_profile_predictions_loss: 311.1670 - logcount_predictions_loss: 0.5306 42/1651 [..............................] - ETA: 3:40 - loss: 317.8087 - logits_profile_predictions_loss: 311.1813 - logcount_predictions_loss: 0.5302 43/1651 [..............................] - ETA: 3:40 - loss: 317.8035 - logits_profile_predictions_loss: 311.1794 - logcount_predictions_loss: 0.5299 44/1651 [..............................] - ETA: 3:40 - loss: 317.7856 - logits_profile_predictions_loss: 311.1643 - logcount_predictions_loss: 0.5297 45/1651 [..............................] - ETA: 3:40 - loss: 317.7576 - logits_profile_predictions_loss: 311.1384 - logcount_predictions_loss: 0.5295 46/1651 [..............................] - ETA: 3:39 - loss: 317.7179 - logits_profile_predictions_loss: 311.1001 - logcount_predictions_loss: 0.5294 47/1651 [..............................] - ETA: 3:39 - loss: 317.6941 - logits_profile_predictions_loss: 311.0762 - logcount_predictions_loss: 0.5294 48/1651 [..............................] - ETA: 3:39 - loss: 317.6704 - logits_profile_predictions_loss: 311.0531 - logcount_predictions_loss: 0.5294 49/1651 [..............................] - ETA: 3:39 - loss: 317.6423 - logits_profile_predictions_loss: 311.0257 - logcount_predictions_loss: 0.5293 50/1651 [..............................] - ETA: 3:39 - loss: 317.6221 - logits_profile_predictions_loss: 311.0065 - logcount_predictions_loss: 0.5292 51/1651 [..............................] - ETA: 3:39 - loss: 317.6000 - logits_profile_predictions_loss: 310.9852 - logcount_predictions_loss: 0.5292 52/1651 [..............................] - ETA: 3:39 - loss: 317.5788 - logits_profile_predictions_loss: 310.9650 - logcount_predictions_loss: 0.5291 53/1651 [..............................] - ETA: 3:39 - loss: 317.5644 - logits_profile_predictions_loss: 310.9514 - logcount_predictions_loss: 0.5290 54/1651 [..............................] - ETA: 3:39 - loss: 317.5371 - logits_profile_predictions_loss: 310.9248 - logcount_predictions_loss: 0.5290 55/1651 [..............................] - ETA: 3:39 - loss: 317.5286 - logits_profile_predictions_loss: 310.9167 - logcount_predictions_loss: 0.5290 56/1651 [>.............................] - ETA: 3:39 - loss: 317.5225 - logits_profile_predictions_loss: 310.9109 - logcount_predictions_loss: 0.5289 57/1651 [>.............................] - ETA: 3:38 - loss: 317.5064 - logits_profile_predictions_loss: 310.8947 - logcount_predictions_loss: 0.5289 58/1651 [>.............................] - ETA: 3:38 - loss: 317.4928 - logits_profile_predictions_loss: 310.8814 - logcount_predictions_loss: 0.5289 59/1651 [>.............................] - ETA: 3:38 - loss: 317.4783 - logits_profile_predictions_loss: 310.8670 - logcount_predictions_loss: 0.5289 60/1651 [>.............................] - ETA: 3:38 - loss: 317.4707 - logits_profile_predictions_loss: 310.8593 - logcount_predictions_loss: 0.5289 61/1651 [>.............................] - ETA: 3:38 - loss: 317.4698 - logits_profile_predictions_loss: 310.8581 - logcount_predictions_loss: 0.5289 62/1651 [>.............................] - ETA: 3:38 - loss: 317.4666 - logits_profile_predictions_loss: 310.8545 - logcount_predictions_loss: 0.5290 63/1651 [>.............................] - ETA: 3:38 - loss: 317.4625 - logits_profile_predictions_loss: 310.8499 - logcount_predictions_loss: 0.5290 64/1651 [>.............................] - ETA: 3:38 - loss: 317.4557 - logits_profile_predictions_loss: 310.8430 - logcount_predictions_loss: 0.5290 65/1651 [>.............................] - ETA: 3:38 - loss: 317.4471 - logits_profile_predictions_loss: 310.8342 - logcount_predictions_loss: 0.5290 66/1651 [>.............................] - ETA: 3:37 - loss: 317.4351 - logits_profile_predictions_loss: 310.8223 - logcount_predictions_loss: 0.5290 67/1651 [>.............................] - ETA: 3:37 - loss: 317.4146 - logits_profile_predictions_loss: 310.8018 - logcount_predictions_loss: 0.5290 68/1651 [>.............................] - ETA: 3:37 - loss: 317.4084 - logits_profile_predictions_loss: 310.7957 - logcount_predictions_loss: 0.5290 69/1651 [>.............................] - ETA: 3:37 - 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[>.............................] - ETA: 3:35 - loss: 317.4402 - logits_profile_predictions_loss: 310.8328 - logcount_predictions_loss: 0.5286 90/1651 [>.............................] - ETA: 3:35 - loss: 317.4456 - logits_profile_predictions_loss: 310.8387 - logcount_predictions_loss: 0.5286 91/1651 [>.............................] - ETA: 3:35 - loss: 317.4550 - logits_profile_predictions_loss: 310.8483 - logcount_predictions_loss: 0.5285 92/1651 [>.............................] - ETA: 3:34 - loss: 317.4718 - logits_profile_predictions_loss: 310.8653 - logcount_predictions_loss: 0.5285 93/1651 [>.............................] - ETA: 3:34 - loss: 317.4915 - logits_profile_predictions_loss: 310.8853 - logcount_predictions_loss: 0.5285 94/1651 [>.............................] - ETA: 3:34 - loss: 317.5087 - logits_profile_predictions_loss: 310.9029 - logcount_predictions_loss: 0.5285 95/1651 [>.............................] - ETA: 3:34 - loss: 317.5268 - logits_profile_predictions_loss: 310.9213 - logcount_predictions_loss: 0.5284 96/1651 [>.............................] - ETA: 3:34 - loss: 317.5431 - logits_profile_predictions_loss: 310.9379 - logcount_predictions_loss: 0.5284 97/1651 [>.............................] - ETA: 3:34 - loss: 317.5608 - logits_profile_predictions_loss: 310.9559 - logcount_predictions_loss: 0.5284 98/1651 [>.............................] - ETA: 3:34 - loss: 317.5757 - logits_profile_predictions_loss: 310.9708 - logcount_predictions_loss: 0.5284 99/1651 [>.............................] - ETA: 3:33 - loss: 317.5887 - logits_profile_predictions_loss: 310.9839 - logcount_predictions_loss: 0.5284 100/1651 [>.............................] - ETA: 3:33 - loss: 317.5993 - logits_profile_predictions_loss: 310.9948 - logcount_predictions_loss: 0.5284 101/1651 [>.............................] - ETA: 3:33 - loss: 317.6063 - logits_profile_predictions_loss: 311.0023 - logcount_predictions_loss: 0.5283 102/1651 [>.............................] - ETA: 3:33 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[==>...........................] - ETA: 3:20 - loss: 317.5387 - logits_profile_predictions_loss: 310.9516 - logcount_predictions_loss: 0.5270 201/1651 [==>...........................] - ETA: 3:20 - loss: 317.5346 - logits_profile_predictions_loss: 310.9481 - logcount_predictions_loss: 0.5269 202/1651 [==>...........................] - ETA: 3:20 - loss: 317.5313 - logits_profile_predictions_loss: 310.9453 - logcount_predictions_loss: 0.5269 203/1651 [==>...........................] - ETA: 3:20 - loss: 317.5292 - logits_profile_predictions_loss: 310.9438 - logcount_predictions_loss: 0.5268 204/1651 [==>...........................] - ETA: 3:20 - loss: 317.5268 - logits_profile_predictions_loss: 310.9421 - logcount_predictions_loss: 0.5268 205/1651 [==>...........................] - ETA: 3:19 - loss: 317.5249 - logits_profile_predictions_loss: 310.9408 - logcount_predictions_loss: 0.5267 206/1651 [==>...........................] - ETA: 3:19 - loss: 317.5234 - 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[==>...........................] - ETA: 3:18 - loss: 317.5093 - logits_profile_predictions_loss: 310.9306 - logcount_predictions_loss: 0.5263 214/1651 [==>...........................] - ETA: 3:18 - loss: 317.5082 - logits_profile_predictions_loss: 310.9302 - logcount_predictions_loss: 0.5262 215/1651 [==>...........................] - ETA: 3:18 - loss: 317.5072 - logits_profile_predictions_loss: 310.9299 - logcount_predictions_loss: 0.5262 216/1651 [==>...........................] - ETA: 3:18 - loss: 317.5061 - logits_profile_predictions_loss: 310.9295 - logcount_predictions_loss: 0.5261 217/1651 [==>...........................] - ETA: 3:18 - loss: 317.5054 - logits_profile_predictions_loss: 310.9296 - logcount_predictions_loss: 0.5261 218/1651 [==>...........................] - ETA: 3:18 - loss: 317.5044 - logits_profile_predictions_loss: 310.9293 - logcount_predictions_loss: 0.5260 219/1651 [==>...........................] - ETA: 3:18 - loss: 317.5031 - 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[===>..........................] - ETA: 3:17 - loss: 317.4881 - logits_profile_predictions_loss: 310.9186 - logcount_predictions_loss: 0.5256 227/1651 [===>..........................] - ETA: 3:16 - loss: 317.4849 - logits_profile_predictions_loss: 310.9160 - logcount_predictions_loss: 0.5255 228/1651 [===>..........................] - ETA: 3:16 - loss: 317.4823 - logits_profile_predictions_loss: 310.9140 - logcount_predictions_loss: 0.5255 229/1651 [===>..........................] - ETA: 3:16 - loss: 317.4797 - logits_profile_predictions_loss: 310.9120 - logcount_predictions_loss: 0.5254 230/1651 [===>..........................] - ETA: 3:16 - loss: 317.4769 - logits_profile_predictions_loss: 310.9096 - logcount_predictions_loss: 0.5254 231/1651 [===>..........................] - ETA: 3:16 - loss: 317.4741 - logits_profile_predictions_loss: 310.9074 - logcount_predictions_loss: 0.5253 232/1651 [===>..........................] - ETA: 3:16 - loss: 317.4716 - 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[===>..........................] - ETA: 3:15 - loss: 317.4494 - logits_profile_predictions_loss: 310.8866 - logcount_predictions_loss: 0.5250 240/1651 [===>..........................] - ETA: 3:15 - loss: 317.4458 - logits_profile_predictions_loss: 310.8835 - logcount_predictions_loss: 0.5250 241/1651 [===>..........................] - ETA: 3:15 - loss: 317.4421 - logits_profile_predictions_loss: 310.8802 - logcount_predictions_loss: 0.5249 242/1651 [===>..........................] - ETA: 3:14 - loss: 317.4383 - logits_profile_predictions_loss: 310.8770 - logcount_predictions_loss: 0.5249 243/1651 [===>..........................] - ETA: 3:14 - loss: 317.4345 - logits_profile_predictions_loss: 310.8735 - logcount_predictions_loss: 0.5249 244/1651 [===>..........................] - ETA: 3:14 - loss: 317.4305 - logits_profile_predictions_loss: 310.8700 - logcount_predictions_loss: 0.5248 245/1651 [===>..........................] - ETA: 3:14 - loss: 317.4264 - logits_profile_predictions_loss: 310.8663 - logcount_predictions_loss: 0.5248 246/1651 [===>..........................] - ETA: 3:14 - loss: 317.4230 - logits_profile_predictions_loss: 310.8633 - logcount_predictions_loss: 0.5248 247/1651 [===>..........................] - ETA: 3:14 - loss: 317.4198 - logits_profile_predictions_loss: 310.8605 - logcount_predictions_loss: 0.5247 248/1651 [===>..........................] - ETA: 3:14 - loss: 317.4169 - logits_profile_predictions_loss: 310.8579 - logcount_predictions_loss: 0.5247 249/1651 [===>..........................] - ETA: 3:13 - loss: 317.4143 - logits_profile_predictions_loss: 310.8557 - logcount_predictions_loss: 0.5247 250/1651 [===>..........................] - ETA: 3:13 - loss: 317.4115 - logits_profile_predictions_loss: 310.8532 - logcount_predictions_loss: 0.5247 251/1651 [===>..........................] - ETA: 3:13 - loss: 317.4087 - logits_profile_predictions_loss: 310.8508 - logcount_predictions_loss: 0.5246 252/1651 [===>..........................] - ETA: 3:13 - loss: 317.4067 - logits_profile_predictions_loss: 310.8492 - logcount_predictions_loss: 0.5246 253/1651 [===>..........................] - ETA: 3:13 - loss: 317.4048 - logits_profile_predictions_loss: 310.8476 - logcount_predictions_loss: 0.5246 254/1651 [===>..........................] - ETA: 3:13 - loss: 317.4030 - logits_profile_predictions_loss: 310.8462 - logcount_predictions_loss: 0.5245 255/1651 [===>..........................] - ETA: 3:13 - loss: 317.4011 - logits_profile_predictions_loss: 310.8447 - logcount_predictions_loss: 0.5245 256/1651 [===>..........................] - ETA: 3:13 - loss: 317.3996 - logits_profile_predictions_loss: 310.8435 - logcount_predictions_loss: 0.5245 257/1651 [===>..........................] - ETA: 3:12 - loss: 317.3981 - logits_profile_predictions_loss: 310.8423 - logcount_predictions_loss: 0.5245 258/1651 [===>..........................] - ETA: 3:12 - loss: 317.3967 - logits_profile_predictions_loss: 310.8413 - logcount_predictions_loss: 0.5244 259/1651 [===>..........................] - ETA: 3:12 - loss: 317.3958 - logits_profile_predictions_loss: 310.8409 - logcount_predictions_loss: 0.5244 260/1651 [===>..........................] - ETA: 3:12 - loss: 317.3948 - logits_profile_predictions_loss: 310.8402 - logcount_predictions_loss: 0.5244 261/1651 [===>..........................] - ETA: 3:12 - loss: 317.3941 - logits_profile_predictions_loss: 310.8399 - logcount_predictions_loss: 0.5243 262/1651 [===>..........................] - ETA: 3:12 - loss: 317.3933 - logits_profile_predictions_loss: 310.8394 - logcount_predictions_loss: 0.5243 263/1651 [===>..........................] - ETA: 3:12 - loss: 317.3922 - logits_profile_predictions_loss: 310.8387 - logcount_predictions_loss: 0.5243 264/1651 [===>..........................] - ETA: 3:11 - loss: 317.3915 - logits_profile_predictions_loss: 310.8384 - logcount_predictions_loss: 0.5242 265/1651 [===>..........................] - ETA: 3:11 - loss: 317.3906 - logits_profile_predictions_loss: 310.8379 - logcount_predictions_loss: 0.5242 266/1651 [===>..........................] - ETA: 3:11 - loss: 317.3896 - logits_profile_predictions_loss: 310.8373 - logcount_predictions_loss: 0.5242 267/1651 [===>..........................] - ETA: 3:11 - loss: 317.3884 - logits_profile_predictions_loss: 310.8365 - logcount_predictions_loss: 0.5241 268/1651 [===>..........................] - ETA: 3:11 - loss: 317.3878 - logits_profile_predictions_loss: 310.8364 - logcount_predictions_loss: 0.5241 269/1651 [===>..........................] - ETA: 3:11 - loss: 317.3875 - logits_profile_predictions_loss: 310.8365 - logcount_predictions_loss: 0.5241 270/1651 [===>..........................] - ETA: 3:11 - loss: 317.3874 - logits_profile_predictions_loss: 310.8368 - logcount_predictions_loss: 0.5240 271/1651 [===>..........................] - ETA: 3:10 - loss: 317.3875 - logits_profile_predictions_loss: 310.8372 - logcount_predictions_loss: 0.5240 272/1651 [===>..........................] - ETA: 3:10 - loss: 317.3881 - logits_profile_predictions_loss: 310.8382 - logcount_predictions_loss: 0.5240 273/1651 [===>..........................] - ETA: 3:10 - loss: 317.3887 - logits_profile_predictions_loss: 310.8392 - logcount_predictions_loss: 0.5240 274/1651 [===>..........................] - ETA: 3:10 - loss: 317.3890 - logits_profile_predictions_loss: 310.8398 - logcount_predictions_loss: 0.5239 275/1651 [===>..........................] - ETA: 3:10 - loss: 317.3891 - logits_profile_predictions_loss: 310.8402 - logcount_predictions_loss: 0.5239 276/1651 [====>.........................] - ETA: 3:10 - loss: 317.3893 - logits_profile_predictions_loss: 310.8408 - logcount_predictions_loss: 0.5239 277/1651 [====>.........................] - ETA: 3:10 - loss: 317.3897 - logits_profile_predictions_loss: 310.8415 - logcount_predictions_loss: 0.5238 278/1651 [====>.........................] - ETA: 3:10 - loss: 317.3901 - logits_profile_predictions_loss: 310.8423 - logcount_predictions_loss: 0.5238 279/1651 [====>.........................] - ETA: 3:09 - loss: 317.3903 - logits_profile_predictions_loss: 310.8428 - logcount_predictions_loss: 0.5238 280/1651 [====>.........................] - ETA: 3:09 - loss: 317.3904 - logits_profile_predictions_loss: 310.8432 - logcount_predictions_loss: 0.5238 281/1651 [====>.........................] - ETA: 3:09 - loss: 317.3901 - logits_profile_predictions_loss: 310.8432 - logcount_predictions_loss: 0.5237 282/1651 [====>.........................] - ETA: 3:09 - loss: 317.3898 - logits_profile_predictions_loss: 310.8432 - logcount_predictions_loss: 0.5237 283/1651 [====>.........................] - ETA: 3:09 - loss: 317.3901 - logits_profile_predictions_loss: 310.8438 - logcount_predictions_loss: 0.5237 284/1651 [====>.........................] - ETA: 3:09 - loss: 317.3905 - logits_profile_predictions_loss: 310.8445 - logcount_predictions_loss: 0.5237 285/1651 [====>.........................] - ETA: 3:09 - loss: 317.3904 - logits_profile_predictions_loss: 310.8447 - logcount_predictions_loss: 0.5236 286/1651 [====>.........................] - ETA: 3:08 - loss: 317.3906 - logits_profile_predictions_loss: 310.8453 - logcount_predictions_loss: 0.5236 287/1651 [====>.........................] - ETA: 3:08 - loss: 317.3904 - logits_profile_predictions_loss: 310.8454 - logcount_predictions_loss: 0.5236 288/1651 [====>.........................] - ETA: 3:08 - loss: 317.3905 - logits_profile_predictions_loss: 310.8457 - logcount_predictions_loss: 0.5236 289/1651 [====>.........................] - ETA: 3:08 - loss: 317.3905 - logits_profile_predictions_loss: 310.8460 - logcount_predictions_loss: 0.5236 290/1651 [====>.........................] - ETA: 3:08 - loss: 317.3904 - logits_profile_predictions_loss: 310.8462 - logcount_predictions_loss: 0.5235 291/1651 [====>.........................] - ETA: 3:08 - loss: 317.3901 - logits_profile_predictions_loss: 310.8462 - logcount_predictions_loss: 0.5235 292/1651 [====>.........................] - ETA: 3:08 - loss: 317.3894 - logits_profile_predictions_loss: 310.8459 - logcount_predictions_loss: 0.5235 293/1651 [====>.........................] - ETA: 3:07 - loss: 317.3887 - logits_profile_predictions_loss: 310.8455 - logcount_predictions_loss: 0.5235 294/1651 [====>.........................] - ETA: 3:07 - loss: 317.3880 - logits_profile_predictions_loss: 310.8451 - logcount_predictions_loss: 0.5234 295/1651 [====>.........................] - ETA: 3:07 - loss: 317.3873 - logits_profile_predictions_loss: 310.8447 - logcount_predictions_loss: 0.5234 296/1651 [====>.........................] - ETA: 3:07 - loss: 317.3868 - logits_profile_predictions_loss: 310.8445 - logcount_predictions_loss: 0.5234 297/1651 [====>.........................] - ETA: 3:07 - loss: 317.3863 - logits_profile_predictions_loss: 310.8444 - logcount_predictions_loss: 0.5233 298/1651 [====>.........................] - ETA: 3:07 - loss: 317.3854 - logits_profile_predictions_loss: 310.8438 - logcount_predictions_loss: 0.5233 299/1651 [====>.........................] - ETA: 3:07 - loss: 317.3844 - logits_profile_predictions_loss: 310.8431 - logcount_predictions_loss: 0.5233 300/1651 [====>.........................] - ETA: 3:06 - loss: 317.3834 - logits_profile_predictions_loss: 310.8424 - logcount_predictions_loss: 0.5233 301/1651 [====>.........................] - ETA: 3:06 - loss: 317.3823 - logits_profile_predictions_loss: 310.8416 - logcount_predictions_loss: 0.5232 302/1651 [====>.........................] - ETA: 3:06 - loss: 317.3813 - logits_profile_predictions_loss: 310.8410 - logcount_predictions_loss: 0.5232 303/1651 [====>.........................] - ETA: 3:06 - loss: 317.3798 - logits_profile_predictions_loss: 310.8398 - logcount_predictions_loss: 0.5232 304/1651 [====>.........................] - ETA: 3:06 - loss: 317.3782 - logits_profile_predictions_loss: 310.8385 - logcount_predictions_loss: 0.5232 305/1651 [====>.........................] - ETA: 3:06 - loss: 317.3767 - logits_profile_predictions_loss: 310.8374 - logcount_predictions_loss: 0.5231 306/1651 [====>.........................] - ETA: 3:06 - loss: 317.3753 - logits_profile_predictions_loss: 310.8363 - logcount_predictions_loss: 0.5231 307/1651 [====>.........................] - ETA: 3:06 - loss: 317.3737 - logits_profile_predictions_loss: 310.8351 - logcount_predictions_loss: 0.5231 308/1651 [====>.........................] - ETA: 3:05 - loss: 317.3719 - logits_profile_predictions_loss: 310.8336 - logcount_predictions_loss: 0.5231 309/1651 [====>.........................] - ETA: 3:05 - loss: 317.3700 - logits_profile_predictions_loss: 310.8320 - logcount_predictions_loss: 0.5230 310/1651 [====>.........................] - ETA: 3:05 - loss: 317.3685 - logits_profile_predictions_loss: 310.8309 - logcount_predictions_loss: 0.5230 311/1651 [====>.........................] - ETA: 3:05 - loss: 317.3672 - logits_profile_predictions_loss: 310.8299 - logcount_predictions_loss: 0.5230 312/1651 [====>.........................] - ETA: 3:05 - loss: 317.3656 - logits_profile_predictions_loss: 310.8286 - logcount_predictions_loss: 0.5230 313/1651 [====>.........................] - ETA: 3:05 - loss: 317.3637 - logits_profile_predictions_loss: 310.8271 - logcount_predictions_loss: 0.5229 314/1651 [====>.........................] - ETA: 3:05 - loss: 317.3622 - logits_profile_predictions_loss: 310.8258 - logcount_predictions_loss: 0.5229 315/1651 [====>.........................] - ETA: 3:04 - loss: 317.3605 - logits_profile_predictions_loss: 310.8244 - logcount_predictions_loss: 0.5229 316/1651 [====>.........................] - ETA: 3:04 - loss: 317.3589 - logits_profile_predictions_loss: 310.8232 - logcount_predictions_loss: 0.5229 317/1651 [====>.........................] - ETA: 3:04 - loss: 317.3572 - logits_profile_predictions_loss: 310.8218 - logcount_predictions_loss: 0.5228 318/1651 [====>.........................] - ETA: 3:04 - loss: 317.3555 - logits_profile_predictions_loss: 310.8204 - logcount_predictions_loss: 0.5228 319/1651 [====>.........................] - ETA: 3:04 - loss: 317.3541 - logits_profile_predictions_loss: 310.8193 - logcount_predictions_loss: 0.5228 320/1651 [====>.........................] - ETA: 3:04 - loss: 317.3527 - logits_profile_predictions_loss: 310.8183 - logcount_predictions_loss: 0.5228 321/1651 [====>.........................] - ETA: 3:04 - loss: 317.3513 - logits_profile_predictions_loss: 310.8171 - logcount_predictions_loss: 0.5227 322/1651 [====>.........................] - ETA: 3:03 - loss: 317.3500 - logits_profile_predictions_loss: 310.8162 - logcount_predictions_loss: 0.5227 323/1651 [====>.........................] - ETA: 3:03 - loss: 317.3487 - 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[====>.........................] - ETA: 3:02 - loss: 317.3421 - logits_profile_predictions_loss: 310.8111 - logcount_predictions_loss: 0.5225 331/1651 [=====>........................] - ETA: 3:02 - loss: 317.3415 - logits_profile_predictions_loss: 310.8108 - logcount_predictions_loss: 0.5224 332/1651 [=====>........................] - ETA: 3:02 - loss: 317.3411 - logits_profile_predictions_loss: 310.8108 - logcount_predictions_loss: 0.5224 333/1651 [=====>........................] - ETA: 3:02 - loss: 317.3403 - logits_profile_predictions_loss: 310.8104 - logcount_predictions_loss: 0.5224 334/1651 [=====>........................] - ETA: 3:02 - loss: 317.3396 - logits_profile_predictions_loss: 310.8099 - logcount_predictions_loss: 0.5224 335/1651 [=====>........................] - ETA: 3:02 - loss: 317.3391 - logits_profile_predictions_loss: 310.8099 - logcount_predictions_loss: 0.5223 336/1651 [=====>........................] - ETA: 3:02 - loss: 317.3386 - 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[=====>........................] - ETA: 3:01 - loss: 317.3368 - logits_profile_predictions_loss: 310.8104 - logcount_predictions_loss: 0.5221 344/1651 [=====>........................] - ETA: 3:00 - loss: 317.3369 - logits_profile_predictions_loss: 310.8108 - logcount_predictions_loss: 0.5221 345/1651 [=====>........................] - ETA: 3:00 - loss: 317.3364 - logits_profile_predictions_loss: 310.8107 - logcount_predictions_loss: 0.5220 346/1651 [=====>........................] - ETA: 3:00 - loss: 317.3358 - logits_profile_predictions_loss: 310.8104 - logcount_predictions_loss: 0.5220 347/1651 [=====>........................] - ETA: 3:00 - loss: 317.3350 - logits_profile_predictions_loss: 310.8100 - logcount_predictions_loss: 0.5220 348/1651 [=====>........................] - ETA: 3:00 - loss: 317.3344 - logits_profile_predictions_loss: 310.8097 - logcount_predictions_loss: 0.5220 349/1651 [=====>........................] - ETA: 3:00 - loss: 317.3338 - logits_profile_predictions_loss: 310.8094 - logcount_predictions_loss: 0.5219 350/1651 [=====>........................] - ETA: 3:00 - loss: 317.3331 - logits_profile_predictions_loss: 310.8090 - logcount_predictions_loss: 0.5219 351/1651 [=====>........................] - ETA: 2:59 - loss: 317.3321 - logits_profile_predictions_loss: 310.8084 - logcount_predictions_loss: 0.5219 352/1651 [=====>........................] - ETA: 2:59 - loss: 317.3307 - logits_profile_predictions_loss: 310.8074 - logcount_predictions_loss: 0.5219 353/1651 [=====>........................] - ETA: 2:59 - loss: 317.3291 - logits_profile_predictions_loss: 310.8062 - logcount_predictions_loss: 0.5218 354/1651 [=====>........................] - ETA: 2:59 - loss: 317.3274 - logits_profile_predictions_loss: 310.8049 - logcount_predictions_loss: 0.5218 355/1651 [=====>........................] - ETA: 2:59 - loss: 317.3259 - logits_profile_predictions_loss: 310.8038 - logcount_predictions_loss: 0.5218 356/1651 [=====>........................] - ETA: 2:59 - loss: 317.3240 - logits_profile_predictions_loss: 310.8022 - logcount_predictions_loss: 0.5217 357/1651 [=====>........................] - ETA: 2:59 - loss: 317.3224 - logits_profile_predictions_loss: 310.8009 - logcount_predictions_loss: 0.5217 358/1651 [=====>........................] - ETA: 2:59 - loss: 317.3209 - logits_profile_predictions_loss: 310.7998 - logcount_predictions_loss: 0.5217 359/1651 [=====>........................] - ETA: 2:58 - loss: 317.3197 - logits_profile_predictions_loss: 310.7989 - logcount_predictions_loss: 0.5217 360/1651 [=====>........................] - ETA: 2:58 - loss: 317.3187 - logits_profile_predictions_loss: 310.7983 - logcount_predictions_loss: 0.5216 361/1651 [=====>........................] - ETA: 2:58 - loss: 317.3178 - logits_profile_predictions_loss: 310.7977 - logcount_predictions_loss: 0.5216 362/1651 [=====>........................] - ETA: 2:58 - loss: 317.3168 - 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[=====>........................] - ETA: 2:57 - loss: 317.3107 - logits_profile_predictions_loss: 310.7931 - logcount_predictions_loss: 0.5214 370/1651 [=====>........................] - ETA: 2:57 - loss: 317.3100 - logits_profile_predictions_loss: 310.7927 - logcount_predictions_loss: 0.5214 371/1651 [=====>........................] - ETA: 2:57 - loss: 317.3092 - logits_profile_predictions_loss: 310.7922 - logcount_predictions_loss: 0.5214 372/1651 [=====>........................] - ETA: 2:57 - loss: 317.3082 - logits_profile_predictions_loss: 310.7915 - logcount_predictions_loss: 0.5213 373/1651 [=====>........................] - ETA: 2:56 - loss: 317.3069 - logits_profile_predictions_loss: 310.7904 - logcount_predictions_loss: 0.5213 374/1651 [=====>........................] - ETA: 2:56 - loss: 317.3057 - logits_profile_predictions_loss: 310.7895 - logcount_predictions_loss: 0.5213 375/1651 [=====>........................] - ETA: 2:56 - loss: 317.3045 - logits_profile_predictions_loss: 310.7886 - logcount_predictions_loss: 0.5213 376/1651 [=====>........................] - ETA: 2:56 - loss: 317.3032 - logits_profile_predictions_loss: 310.7876 - logcount_predictions_loss: 0.5212 377/1651 [=====>........................] - ETA: 2:56 - loss: 317.3021 - logits_profile_predictions_loss: 310.7867 - logcount_predictions_loss: 0.5212 378/1651 [=====>........................] - ETA: 2:56 - loss: 317.3008 - logits_profile_predictions_loss: 310.7857 - logcount_predictions_loss: 0.5212 379/1651 [=====>........................] - ETA: 2:56 - loss: 317.2995 - logits_profile_predictions_loss: 310.7848 - logcount_predictions_loss: 0.5212 380/1651 [=====>........................] - ETA: 2:55 - loss: 317.2982 - logits_profile_predictions_loss: 310.7838 - logcount_predictions_loss: 0.5211 381/1651 [=====>........................] - ETA: 2:55 - loss: 317.2968 - logits_profile_predictions_loss: 310.7827 - logcount_predictions_loss: 0.5211 382/1651 [=====>........................] - ETA: 2:55 - loss: 317.2952 - logits_profile_predictions_loss: 310.7814 - logcount_predictions_loss: 0.5211 383/1651 [=====>........................] - ETA: 2:55 - loss: 317.2936 - logits_profile_predictions_loss: 310.7801 - logcount_predictions_loss: 0.5211 384/1651 [=====>........................] - ETA: 2:55 - loss: 317.2922 - logits_profile_predictions_loss: 310.7790 - logcount_predictions_loss: 0.5210 385/1651 [=====>........................] - ETA: 2:55 - loss: 317.2907 - logits_profile_predictions_loss: 310.7778 - logcount_predictions_loss: 0.5210 386/1651 [======>.......................] - ETA: 2:55 - loss: 317.2891 - logits_profile_predictions_loss: 310.7765 - logcount_predictions_loss: 0.5210 387/1651 [======>.......................] - ETA: 2:55 - loss: 317.2876 - logits_profile_predictions_loss: 310.7753 - logcount_predictions_loss: 0.5210 388/1651 [======>.......................] - ETA: 2:54 - loss: 317.2863 - 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logits_profile_predictions_loss: 312.8632 - logcount_predictions_loss: 0.5076 142/1651 [=>............................] - ETA: 3:29 - loss: 319.2005 - logits_profile_predictions_loss: 312.8582 - logcount_predictions_loss: 0.5074 143/1651 [=>............................] - ETA: 3:29 - loss: 319.1919 - logits_profile_predictions_loss: 312.8518 - logcount_predictions_loss: 0.5072 144/1651 [=>............................] - ETA: 3:29 - loss: 319.1828 - logits_profile_predictions_loss: 312.8448 - logcount_predictions_loss: 0.5070 145/1651 [=>............................] - ETA: 3:28 - loss: 319.1737 - logits_profile_predictions_loss: 312.8378 - logcount_predictions_loss: 0.5069 146/1651 [=>............................] - ETA: 3:28 - loss: 319.1646 - logits_profile_predictions_loss: 312.8308 - logcount_predictions_loss: 0.5067 147/1651 [=>............................] - ETA: 3:28 - loss: 319.1550 - logits_profile_predictions_loss: 312.8232 - logcount_predictions_loss: 0.5065 148/1651 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logits_profile_predictions_loss: 312.7836 - logcount_predictions_loss: 0.5055 155/1651 [=>............................] - ETA: 3:27 - loss: 319.0927 - logits_profile_predictions_loss: 312.7761 - logcount_predictions_loss: 0.5053 156/1651 [=>............................] - ETA: 3:27 - loss: 319.0820 - logits_profile_predictions_loss: 312.7671 - logcount_predictions_loss: 0.5052 157/1651 [=>............................] - ETA: 3:27 - loss: 319.0700 - logits_profile_predictions_loss: 312.7569 - logcount_predictions_loss: 0.5051 158/1651 [=>............................] - ETA: 3:27 - loss: 319.0564 - logits_profile_predictions_loss: 312.7451 - logcount_predictions_loss: 0.5049 159/1651 [=>............................] - ETA: 3:27 - loss: 319.0411 - logits_profile_predictions_loss: 312.7316 - logcount_predictions_loss: 0.5048 160/1651 [=>............................] - ETA: 3:26 - loss: 319.0256 - logits_profile_predictions_loss: 312.7179 - logcount_predictions_loss: 0.5046 161/1651 [=>............................] - ETA: 3:26 - loss: 319.0112 - logits_profile_predictions_loss: 312.7052 - logcount_predictions_loss: 0.5045 162/1651 [=>............................] - ETA: 3:26 - loss: 318.9974 - logits_profile_predictions_loss: 312.6931 - logcount_predictions_loss: 0.5043 163/1651 [=>............................] - ETA: 3:26 - loss: 318.9831 - logits_profile_predictions_loss: 312.6805 - logcount_predictions_loss: 0.5042 164/1651 [=>............................] - ETA: 3:26 - loss: 318.9681 - logits_profile_predictions_loss: 312.6672 - logcount_predictions_loss: 0.5041 165/1651 [=>............................] - ETA: 3:26 - loss: 318.9535 - logits_profile_predictions_loss: 312.6543 - logcount_predictions_loss: 0.5039 166/1651 [==>...........................] - ETA: 3:26 - loss: 318.9389 - logits_profile_predictions_loss: 312.6415 - logcount_predictions_loss: 0.5038 167/1651 [==>...........................] - ETA: 3:25 - loss: 318.9242 - logits_profile_predictions_loss: 312.6285 - logcount_predictions_loss: 0.5036 168/1651 [==>...........................] - ETA: 3:25 - loss: 318.9106 - logits_profile_predictions_loss: 312.6168 - logcount_predictions_loss: 0.5035 169/1651 [==>...........................] - ETA: 3:25 - loss: 318.8986 - logits_profile_predictions_loss: 312.6065 - logcount_predictions_loss: 0.5034 170/1651 [==>...........................] - ETA: 3:25 - loss: 318.8863 - logits_profile_predictions_loss: 312.5961 - logcount_predictions_loss: 0.5032 171/1651 [==>...........................] - ETA: 3:25 - loss: 318.8761 - logits_profile_predictions_loss: 312.5877 - logcount_predictions_loss: 0.5031 172/1651 [==>...........................] - ETA: 3:25 - loss: 318.8659 - logits_profile_predictions_loss: 312.5793 - logcount_predictions_loss: 0.5029 173/1651 [==>...........................] - ETA: 3:25 - loss: 318.8568 - logits_profile_predictions_loss: 312.5719 - logcount_predictions_loss: 0.5028 174/1651 [==>...........................] - ETA: 3:24 - loss: 318.8474 - logits_profile_predictions_loss: 312.5642 - logcount_predictions_loss: 0.5027 175/1651 [==>...........................] - ETA: 3:24 - loss: 318.8375 - logits_profile_predictions_loss: 312.5560 - logcount_predictions_loss: 0.5025 176/1651 [==>...........................] - ETA: 3:24 - loss: 318.8272 - logits_profile_predictions_loss: 312.5474 - logcount_predictions_loss: 0.5024 177/1651 [==>...........................] - ETA: 3:24 - loss: 318.8170 - logits_profile_predictions_loss: 312.5389 - logcount_predictions_loss: 0.5022 178/1651 [==>...........................] - ETA: 3:24 - loss: 318.8059 - logits_profile_predictions_loss: 312.5294 - logcount_predictions_loss: 0.5021 179/1651 [==>...........................] - ETA: 3:24 - loss: 318.7954 - logits_profile_predictions_loss: 312.5206 - logcount_predictions_loss: 0.5020 180/1651 [==>...........................] - ETA: 3:24 - loss: 318.7851 - logits_profile_predictions_loss: 312.5119 - logcount_predictions_loss: 0.5019 181/1651 [==>...........................] - ETA: 3:23 - loss: 318.7745 - logits_profile_predictions_loss: 312.5030 - logcount_predictions_loss: 0.5017 182/1651 [==>...........................] - ETA: 3:23 - loss: 318.7625 - logits_profile_predictions_loss: 312.4928 - logcount_predictions_loss: 0.5016 183/1651 [==>...........................] - ETA: 3:23 - loss: 318.7508 - logits_profile_predictions_loss: 312.4827 - logcount_predictions_loss: 0.5014 184/1651 [==>...........................] - ETA: 3:23 - loss: 318.7384 - logits_profile_predictions_loss: 312.4720 - logcount_predictions_loss: 0.5013 185/1651 [==>...........................] - ETA: 3:23 - loss: 318.7268 - logits_profile_predictions_loss: 312.4621 - logcount_predictions_loss: 0.5012 186/1651 [==>...........................] - ETA: 3:23 - loss: 318.7152 - logits_profile_predictions_loss: 312.4522 - logcount_predictions_loss: 0.5010 187/1651 [==>...........................] - ETA: 3:23 - loss: 318.7031 - logits_profile_predictions_loss: 312.4417 - logcount_predictions_loss: 0.5009 188/1651 [==>...........................] - ETA: 3:22 - loss: 318.6906 - logits_profile_predictions_loss: 312.4307 - logcount_predictions_loss: 0.5008 189/1651 [==>...........................] - ETA: 3:22 - loss: 318.6775 - logits_profile_predictions_loss: 312.4191 - logcount_predictions_loss: 0.5007 190/1651 [==>...........................] - ETA: 3:22 - loss: 318.6652 - logits_profile_predictions_loss: 312.4084 - logcount_predictions_loss: 0.5006 191/1651 [==>...........................] - ETA: 3:22 - loss: 318.6528 - logits_profile_predictions_loss: 312.3974 - logcount_predictions_loss: 0.5004 192/1651 [==>...........................] - ETA: 3:22 - loss: 318.6404 - logits_profile_predictions_loss: 312.3864 - logcount_predictions_loss: 0.5003 193/1651 [==>...........................] - ETA: 3:22 - loss: 318.6287 - logits_profile_predictions_loss: 312.3761 - logcount_predictions_loss: 0.5002 194/1651 [==>...........................] - ETA: 3:22 - loss: 318.6163 - logits_profile_predictions_loss: 312.3650 - logcount_predictions_loss: 0.5001 195/1651 [==>...........................] - ETA: 3:22 - loss: 318.6033 - logits_profile_predictions_loss: 312.3534 - logcount_predictions_loss: 0.5000 196/1651 [==>...........................] - ETA: 3:21 - loss: 318.5911 - logits_profile_predictions_loss: 312.3425 - logcount_predictions_loss: 0.4999 197/1651 [==>...........................] - ETA: 3:21 - loss: 318.5792 - logits_profile_predictions_loss: 312.3319 - logcount_predictions_loss: 0.4998 198/1651 [==>...........................] - ETA: 3:21 - loss: 318.5670 - logits_profile_predictions_loss: 312.3208 - logcount_predictions_loss: 0.4997 199/1651 [==>...........................] - ETA: 3:21 - loss: 318.5550 - logits_profile_predictions_loss: 312.3101 - logcount_predictions_loss: 0.4996 200/1651 [==>...........................] - ETA: 3:21 - loss: 318.5428 - logits_profile_predictions_loss: 312.2990 - logcount_predictions_loss: 0.4995 201/1651 [==>...........................] - ETA: 3:21 - loss: 318.5296 - logits_profile_predictions_loss: 312.2870 - logcount_predictions_loss: 0.4994 202/1651 [==>...........................] - ETA: 3:21 - loss: 318.5174 - logits_profile_predictions_loss: 312.2759 - logcount_predictions_loss: 0.4993 203/1651 [==>...........................] - ETA: 3:20 - loss: 318.5050 - logits_profile_predictions_loss: 312.2646 - logcount_predictions_loss: 0.4992 204/1651 [==>...........................] - ETA: 3:20 - loss: 318.4924 - logits_profile_predictions_loss: 312.2531 - logcount_predictions_loss: 0.4991 205/1651 [==>...........................] - ETA: 3:20 - loss: 318.4809 - logits_profile_predictions_loss: 312.2426 - logcount_predictions_loss: 0.4991 206/1651 [==>...........................] - ETA: 3:20 - loss: 318.4692 - logits_profile_predictions_loss: 312.2320 - logcount_predictions_loss: 0.4990 207/1651 [==>...........................] - ETA: 3:20 - loss: 318.4571 - logits_profile_predictions_loss: 312.2209 - logcount_predictions_loss: 0.4989 208/1651 [==>...........................] - ETA: 3:20 - loss: 318.4442 - logits_profile_predictions_loss: 312.2091 - logcount_predictions_loss: 0.4988 209/1651 [==>...........................] - ETA: 3:20 - loss: 318.4311 - logits_profile_predictions_loss: 312.1970 - logcount_predictions_loss: 0.4987 210/1651 [==>...........................] - ETA: 3:20 - loss: 318.4187 - logits_profile_predictions_loss: 312.1856 - logcount_predictions_loss: 0.4987 211/1651 [==>...........................] - ETA: 3:19 - loss: 318.4063 - logits_profile_predictions_loss: 312.1740 - logcount_predictions_loss: 0.4986 212/1651 [==>...........................] - ETA: 3:19 - loss: 318.3941 - logits_profile_predictions_loss: 312.1628 - logcount_predictions_loss: 0.4985 213/1651 [==>...........................] - ETA: 3:19 - loss: 318.3823 - logits_profile_predictions_loss: 312.1519 - logcount_predictions_loss: 0.4984 214/1651 [==>...........................] - ETA: 3:19 - loss: 318.3704 - logits_profile_predictions_loss: 312.1409 - logcount_predictions_loss: 0.4984 215/1651 [==>...........................] - ETA: 3:19 - loss: 318.3590 - logits_profile_predictions_loss: 312.1303 - logcount_predictions_loss: 0.4983 216/1651 [==>...........................] - ETA: 3:19 - loss: 318.3474 - logits_profile_predictions_loss: 312.1194 - logcount_predictions_loss: 0.4982 217/1651 [==>...........................] - ETA: 3:19 - loss: 318.3358 - logits_profile_predictions_loss: 312.1086 - logcount_predictions_loss: 0.4982 218/1651 [==>...........................] - ETA: 3:18 - loss: 318.3241 - logits_profile_predictions_loss: 312.0977 - logcount_predictions_loss: 0.4981 219/1651 [==>...........................] - ETA: 3:18 - loss: 318.3118 - logits_profile_predictions_loss: 312.0860 - logcount_predictions_loss: 0.4981 220/1651 [==>...........................] - ETA: 3:18 - loss: 318.3001 - logits_profile_predictions_loss: 312.0750 - logcount_predictions_loss: 0.4980 221/1651 [===>..........................] - ETA: 3:18 - loss: 318.2887 - logits_profile_predictions_loss: 312.0644 - logcount_predictions_loss: 0.4979 222/1651 [===>..........................] - ETA: 3:18 - loss: 318.2770 - logits_profile_predictions_loss: 312.0533 - logcount_predictions_loss: 0.4979 223/1651 [===>..........................] - ETA: 3:18 - loss: 318.2649 - logits_profile_predictions_loss: 312.0420 - logcount_predictions_loss: 0.4978 224/1651 [===>..........................] - ETA: 3:18 - loss: 318.2541 - logits_profile_predictions_loss: 312.0319 - logcount_predictions_loss: 0.4978 225/1651 [===>..........................] - ETA: 3:17 - loss: 318.2434 - logits_profile_predictions_loss: 312.0220 - logcount_predictions_loss: 0.4977 226/1651 [===>..........................] - ETA: 3:17 - loss: 318.2321 - logits_profile_predictions_loss: 312.0113 - logcount_predictions_loss: 0.4977 227/1651 [===>..........................] - ETA: 3:17 - loss: 318.2208 - logits_profile_predictions_loss: 312.0008 - logcount_predictions_loss: 0.4976 228/1651 [===>..........................] - ETA: 3:17 - loss: 318.2109 - logits_profile_predictions_loss: 311.9917 - logcount_predictions_loss: 0.4975 229/1651 [===>..........................] - ETA: 3:17 - loss: 318.2015 - logits_profile_predictions_loss: 311.9830 - logcount_predictions_loss: 0.4975 230/1651 [===>..........................] - ETA: 3:17 - loss: 318.1919 - logits_profile_predictions_loss: 311.9741 - logcount_predictions_loss: 0.4974 231/1651 [===>..........................] - ETA: 3:17 - loss: 318.1833 - logits_profile_predictions_loss: 311.9662 - logcount_predictions_loss: 0.4974 232/1651 [===>..........................] - ETA: 3:16 - loss: 318.1748 - logits_profile_predictions_loss: 311.9585 - logcount_predictions_loss: 0.4973 233/1651 [===>..........................] - ETA: 3:16 - loss: 318.1657 - logits_profile_predictions_loss: 311.9500 - logcount_predictions_loss: 0.4973 234/1651 [===>..........................] - ETA: 3:16 - loss: 318.1568 - logits_profile_predictions_loss: 311.9419 - logcount_predictions_loss: 0.4972 235/1651 [===>..........................] - ETA: 3:16 - loss: 318.1486 - logits_profile_predictions_loss: 311.9345 - logcount_predictions_loss: 0.4971 236/1651 [===>..........................] - ETA: 3:16 - loss: 318.1407 - logits_profile_predictions_loss: 311.9273 - logcount_predictions_loss: 0.4971 237/1651 [===>..........................] - ETA: 3:16 - loss: 318.1323 - logits_profile_predictions_loss: 311.9196 - logcount_predictions_loss: 0.4970 238/1651 [===>..........................] - ETA: 3:16 - loss: 318.1242 - logits_profile_predictions_loss: 311.9123 - logcount_predictions_loss: 0.4970 239/1651 [===>..........................] - ETA: 3:15 - loss: 318.1161 - logits_profile_predictions_loss: 311.9049 - logcount_predictions_loss: 0.4969 240/1651 [===>..........................] - ETA: 3:15 - loss: 318.1078 - logits_profile_predictions_loss: 311.8973 - logcount_predictions_loss: 0.4968 241/1651 [===>..........................] - ETA: 3:15 - loss: 318.0990 - logits_profile_predictions_loss: 311.8893 - logcount_predictions_loss: 0.4968 242/1651 [===>..........................] - ETA: 3:15 - loss: 318.0897 - logits_profile_predictions_loss: 311.8808 - logcount_predictions_loss: 0.4967 243/1651 [===>..........................] - ETA: 3:15 - loss: 318.0804 - logits_profile_predictions_loss: 311.8722 - logcount_predictions_loss: 0.4967 244/1651 [===>..........................] - ETA: 3:15 - loss: 318.0715 - logits_profile_predictions_loss: 311.8640 - logcount_predictions_loss: 0.4966 245/1651 [===>..........................] - ETA: 3:15 - loss: 318.0624 - logits_profile_predictions_loss: 311.8556 - logcount_predictions_loss: 0.4965 246/1651 [===>..........................] - ETA: 3:14 - loss: 318.0532 - logits_profile_predictions_loss: 311.8471 - logcount_predictions_loss: 0.4965 247/1651 [===>..........................] - ETA: 3:14 - loss: 318.0448 - logits_profile_predictions_loss: 311.8395 - logcount_predictions_loss: 0.4964 248/1651 [===>..........................] - ETA: 3:14 - loss: 318.0366 - logits_profile_predictions_loss: 311.8319 - logcount_predictions_loss: 0.4964 249/1651 [===>..........................] - ETA: 3:14 - loss: 318.0285 - logits_profile_predictions_loss: 311.8245 - logcount_predictions_loss: 0.4963 250/1651 [===>..........................] - ETA: 3:14 - loss: 318.0204 - logits_profile_predictions_loss: 311.8171 - logcount_predictions_loss: 0.4963 251/1651 [===>..........................] - ETA: 3:14 - loss: 318.0129 - logits_profile_predictions_loss: 311.8103 - logcount_predictions_loss: 0.4962 252/1651 [===>..........................] - ETA: 3:14 - loss: 318.0053 - logits_profile_predictions_loss: 311.8034 - logcount_predictions_loss: 0.4962 253/1651 [===>..........................] - ETA: 3:13 - loss: 317.9979 - logits_profile_predictions_loss: 311.7967 - logcount_predictions_loss: 0.4961 254/1651 [===>..........................] - ETA: 3:13 - loss: 317.9908 - logits_profile_predictions_loss: 311.7903 - logcount_predictions_loss: 0.4960 255/1651 [===>..........................] - ETA: 3:13 - loss: 317.9836 - logits_profile_predictions_loss: 311.7837 - logcount_predictions_loss: 0.4960 256/1651 [===>..........................] - ETA: 3:13 - loss: 317.9764 - logits_profile_predictions_loss: 311.7773 - logcount_predictions_loss: 0.4959 257/1651 [===>..........................] - ETA: 3:13 - loss: 317.9695 - logits_profile_predictions_loss: 311.7710 - logcount_predictions_loss: 0.4959 258/1651 [===>..........................] - ETA: 3:13 - loss: 317.9624 - logits_profile_predictions_loss: 311.7646 - logcount_predictions_loss: 0.4958 259/1651 [===>..........................] - ETA: 3:13 - loss: 317.9553 - logits_profile_predictions_loss: 311.7582 - logcount_predictions_loss: 0.4958 260/1651 [===>..........................] - ETA: 3:12 - loss: 317.9485 - logits_profile_predictions_loss: 311.7520 - logcount_predictions_loss: 0.4957 261/1651 [===>..........................] - ETA: 3:12 - loss: 317.9418 - logits_profile_predictions_loss: 311.7460 - logcount_predictions_loss: 0.4957 262/1651 [===>..........................] - ETA: 3:12 - loss: 317.9355 - logits_profile_predictions_loss: 311.7404 - logcount_predictions_loss: 0.4956 263/1651 [===>..........................] - ETA: 3:12 - loss: 317.9296 - logits_profile_predictions_loss: 311.7351 - logcount_predictions_loss: 0.4956 264/1651 [===>..........................] - ETA: 3:12 - loss: 317.9234 - logits_profile_predictions_loss: 311.7296 - logcount_predictions_loss: 0.4955 265/1651 [===>..........................] - ETA: 3:12 - loss: 317.9172 - logits_profile_predictions_loss: 311.7241 - logcount_predictions_loss: 0.4955 266/1651 [===>..........................] - ETA: 3:12 - loss: 317.9110 - logits_profile_predictions_loss: 311.7185 - logcount_predictions_loss: 0.4954 267/1651 [===>..........................] - ETA: 3:12 - loss: 317.9047 - logits_profile_predictions_loss: 311.7128 - logcount_predictions_loss: 0.4954 268/1651 [===>..........................] - ETA: 3:11 - loss: 317.8984 - logits_profile_predictions_loss: 311.7071 - logcount_predictions_loss: 0.4953 269/1651 [===>..........................] - ETA: 3:11 - loss: 317.8918 - logits_profile_predictions_loss: 311.7011 - logcount_predictions_loss: 0.4953 270/1651 [===>..........................] - ETA: 3:11 - loss: 317.8851 - logits_profile_predictions_loss: 311.6950 - logcount_predictions_loss: 0.4952 271/1651 [===>..........................] - ETA: 3:11 - loss: 317.8783 - logits_profile_predictions_loss: 311.6887 - logcount_predictions_loss: 0.4952 272/1651 [===>..........................] - ETA: 3:11 - loss: 317.8722 - logits_profile_predictions_loss: 311.6832 - logcount_predictions_loss: 0.4951 273/1651 [===>..........................] - ETA: 3:11 - loss: 317.8662 - logits_profile_predictions_loss: 311.6777 - logcount_predictions_loss: 0.4951 274/1651 [===>..........................] - ETA: 3:11 - loss: 317.8597 - logits_profile_predictions_loss: 311.6717 - logcount_predictions_loss: 0.4950 275/1651 [===>..........................] - ETA: 3:10 - loss: 317.8534 - logits_profile_predictions_loss: 311.6658 - logcount_predictions_loss: 0.4950 276/1651 [====>.........................] - ETA: 3:10 - loss: 317.8467 - logits_profile_predictions_loss: 311.6595 - logcount_predictions_loss: 0.4950 277/1651 [====>.........................] - ETA: 3:10 - loss: 317.8404 - logits_profile_predictions_loss: 311.6536 - logcount_predictions_loss: 0.4949 278/1651 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[============================>.] - ETA: 5s - loss: 315.8889 - logits_profile_predictions_loss: 309.7937 - logcount_predictions_loss: 0.4876 1612/1651 [============================>.] - ETA: 5s - loss: 315.8885 - logits_profile_predictions_loss: 309.7933 - logcount_predictions_loss: 0.4876 1613/1651 [============================>.] - ETA: 5s - loss: 315.8881 - logits_profile_predictions_loss: 309.7929 - logcount_predictions_loss: 0.4876 1614/1651 [============================>.] - ETA: 5s - loss: 315.8876 - logits_profile_predictions_loss: 309.7925 - logcount_predictions_loss: 0.4876 1615/1651 [============================>.] - ETA: 4s - loss: 315.8872 - logits_profile_predictions_loss: 309.7921 - logcount_predictions_loss: 0.4876 1616/1651 [============================>.] - ETA: 4s - loss: 315.8868 - logits_profile_predictions_loss: 309.7916 - logcount_predictions_loss: 0.4876 1617/1651 [============================>.] - ETA: 4s - loss: 315.8863 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 315.8754 - logits_profile_predictions_loss: 309.7807 - logcount_predictions_loss: 0.4876 1645/1651 [============================>.] - ETA: 0s - loss: 315.8750 - logits_profile_predictions_loss: 309.7803 - logcount_predictions_loss: 0.4876 1646/1651 [============================>.] - ETA: 0s - loss: 315.8746 - logits_profile_predictions_loss: 309.7800 - logcount_predictions_loss: 0.4876 1647/1651 [============================>.] - ETA: 0s - loss: 315.8742 - logits_profile_predictions_loss: 309.7796 - logcount_predictions_loss: 0.4876 1648/1651 [============================>.] - ETA: 0s - loss: 315.8738 - logits_profile_predictions_loss: 309.7792 - logcount_predictions_loss: 0.4876 1649/1651 [============================>.] - ETA: 0s - loss: 315.8734 - logits_profile_predictions_loss: 309.7788 - logcount_predictions_loss: 0.4876 1650/1651 [============================>.] - ETA: 0s - loss: 315.8730 - logits_profile_predictions_loss: 309.7784 - logcount_predictions_loss: 0.4876 1651/1651 [==============================] - ETA: 0s - loss: 315.8726 - logits_profile_predictions_loss: 309.7781 - logcount_predictions_loss: 0.4876 1651/1651 [==============================] - 239s 145ms/step - loss: 315.8723 - logits_profile_predictions_loss: 309.7777 - logcount_predictions_loss: 0.4876 - val_loss: 335.8322 - val_logits_profile_predictions_loss: 329.0998 - val_logcount_predictions_loss: 0.5386 Epoch 00008: val_loss did not improve from 335.73120 Epoch 9/50 1/1651 [..............................] - ETA: 4:31 - loss: 341.0333 - logits_profile_predictions_loss: 336.1848 - logcount_predictions_loss: 0.3879 2/1651 [..............................] - ETA: 4:10 - loss: 342.1872 - logits_profile_predictions_loss: 337.3728 - logcount_predictions_loss: 0.3851 3/1651 [..............................] - ETA: 3:59 - loss: 339.7516 - logits_profile_predictions_loss: 334.9559 - logcount_predictions_loss: 0.3837 4/1651 [..............................] - ETA: 3:55 - loss: 334.5919 - logits_profile_predictions_loss: 329.7698 - logcount_predictions_loss: 0.3858 5/1651 [..............................] - ETA: 3:53 - loss: 331.8012 - logits_profile_predictions_loss: 326.8279 - logcount_predictions_loss: 0.3979 6/1651 [..............................] - ETA: 3:52 - loss: 329.9229 - logits_profile_predictions_loss: 324.7664 - logcount_predictions_loss: 0.4125 7/1651 [..............................] - ETA: 3:51 - loss: 327.8650 - logits_profile_predictions_loss: 322.5935 - logcount_predictions_loss: 0.4217 8/1651 [..............................] - ETA: 3:50 - loss: 326.1324 - logits_profile_predictions_loss: 320.7938 - logcount_predictions_loss: 0.4271 9/1651 [..............................] - ETA: 3:50 - loss: 324.5718 - logits_profile_predictions_loss: 319.1673 - logcount_predictions_loss: 0.4324 10/1651 [..............................] - ETA: 3:49 - loss: 322.9767 - logits_profile_predictions_loss: 317.5168 - logcount_predictions_loss: 0.4368 11/1651 [..............................] - ETA: 3:49 - loss: 321.5981 - logits_profile_predictions_loss: 316.0912 - logcount_predictions_loss: 0.4406 12/1651 [..............................] - ETA: 3:48 - loss: 320.4661 - logits_profile_predictions_loss: 314.9189 - logcount_predictions_loss: 0.4438 13/1651 [..............................] - ETA: 3:48 - loss: 319.5927 - logits_profile_predictions_loss: 314.0177 - logcount_predictions_loss: 0.4460 14/1651 [..............................] - ETA: 3:48 - loss: 318.7629 - logits_profile_predictions_loss: 313.1690 - logcount_predictions_loss: 0.4475 15/1651 [..............................] - ETA: 3:48 - loss: 318.0352 - logits_profile_predictions_loss: 312.4250 - logcount_predictions_loss: 0.4488 16/1651 [..............................] - ETA: 3:47 - loss: 317.4313 - logits_profile_predictions_loss: 311.8125 - logcount_predictions_loss: 0.4495 17/1651 [..............................] - ETA: 3:47 - loss: 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[..............................] - ETA: 3:46 - loss: 313.9648 - logits_profile_predictions_loss: 308.2851 - logcount_predictions_loss: 0.4544 25/1651 [..............................] - ETA: 3:46 - loss: 313.7329 - logits_profile_predictions_loss: 308.0477 - logcount_predictions_loss: 0.4548 26/1651 [..............................] - ETA: 3:45 - loss: 313.5223 - logits_profile_predictions_loss: 307.8327 - logcount_predictions_loss: 0.4552 27/1651 [..............................] - ETA: 3:45 - loss: 313.3079 - logits_profile_predictions_loss: 307.6158 - logcount_predictions_loss: 0.4554 28/1651 [..............................] - ETA: 3:45 - loss: 313.0560 - logits_profile_predictions_loss: 307.3639 - logcount_predictions_loss: 0.4554 29/1651 [..............................] - ETA: 3:45 - loss: 312.8444 - logits_profile_predictions_loss: 307.1524 - logcount_predictions_loss: 0.4554 30/1651 [..............................] - ETA: 3:45 - loss: 312.6414 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 306.2600 - logcount_predictions_loss: 0.4606 156/1651 [=>............................] - ETA: 3:27 - loss: 312.0219 - logits_profile_predictions_loss: 306.2639 - logcount_predictions_loss: 0.4606 157/1651 [=>............................] - ETA: 3:27 - loss: 312.0276 - logits_profile_predictions_loss: 306.2689 - logcount_predictions_loss: 0.4607 158/1651 [=>............................] - ETA: 3:26 - loss: 312.0346 - logits_profile_predictions_loss: 306.2751 - logcount_predictions_loss: 0.4608 159/1651 [=>............................] - ETA: 3:26 - loss: 312.0421 - logits_profile_predictions_loss: 306.2819 - logcount_predictions_loss: 0.4608 160/1651 [=>............................] - ETA: 3:26 - loss: 312.0500 - logits_profile_predictions_loss: 306.2890 - logcount_predictions_loss: 0.4609 161/1651 [=>............................] - ETA: 3:26 - loss: 312.0572 - logits_profile_predictions_loss: 306.2954 - logcount_predictions_loss: 0.4609 162/1651 [=>............................] - ETA: 3:26 - loss: 312.0635 - logits_profile_predictions_loss: 306.3011 - logcount_predictions_loss: 0.4610 163/1651 [=>............................] - ETA: 3:26 - loss: 312.0714 - logits_profile_predictions_loss: 306.3084 - logcount_predictions_loss: 0.4610 164/1651 [=>............................] - ETA: 3:26 - loss: 312.0804 - logits_profile_predictions_loss: 306.3168 - logcount_predictions_loss: 0.4611 165/1651 [=>............................] - ETA: 3:25 - loss: 312.0878 - logits_profile_predictions_loss: 306.3236 - logcount_predictions_loss: 0.4611 166/1651 [==>...........................] - ETA: 3:25 - loss: 312.0962 - logits_profile_predictions_loss: 306.3314 - logcount_predictions_loss: 0.4612 167/1651 [==>...........................] - ETA: 3:25 - loss: 312.1053 - logits_profile_predictions_loss: 306.3398 - logcount_predictions_loss: 0.4612 168/1651 [==>...........................] - ETA: 3:25 - loss: 312.1147 - logits_profile_predictions_loss: 306.3486 - logcount_predictions_loss: 0.4613 169/1651 [==>...........................] - ETA: 3:25 - loss: 312.1241 - logits_profile_predictions_loss: 306.3573 - logcount_predictions_loss: 0.4613 170/1651 [==>...........................] - ETA: 3:25 - loss: 312.1340 - logits_profile_predictions_loss: 306.3665 - logcount_predictions_loss: 0.4614 171/1651 [==>...........................] - ETA: 3:25 - loss: 312.1426 - logits_profile_predictions_loss: 306.3744 - logcount_predictions_loss: 0.4615 172/1651 [==>...........................] - ETA: 3:24 - loss: 312.1521 - logits_profile_predictions_loss: 306.3833 - logcount_predictions_loss: 0.4615 173/1651 [==>...........................] - ETA: 3:24 - loss: 312.1613 - logits_profile_predictions_loss: 306.3918 - logcount_predictions_loss: 0.4616 174/1651 [==>...........................] - ETA: 3:24 - loss: 312.1695 - logits_profile_predictions_loss: 306.3995 - logcount_predictions_loss: 0.4616 175/1651 [==>...........................] - ETA: 3:24 - loss: 312.1782 - logits_profile_predictions_loss: 306.4076 - logcount_predictions_loss: 0.4617 176/1651 [==>...........................] - ETA: 3:24 - loss: 312.1859 - logits_profile_predictions_loss: 306.4147 - logcount_predictions_loss: 0.4617 177/1651 [==>...........................] - ETA: 3:24 - loss: 312.1928 - logits_profile_predictions_loss: 306.4209 - logcount_predictions_loss: 0.4618 178/1651 [==>...........................] - ETA: 3:24 - loss: 312.1985 - logits_profile_predictions_loss: 306.4259 - logcount_predictions_loss: 0.4618 179/1651 [==>...........................] - ETA: 3:23 - loss: 312.2037 - logits_profile_predictions_loss: 306.4305 - logcount_predictions_loss: 0.4619 180/1651 [==>...........................] - ETA: 3:23 - loss: 312.2085 - logits_profile_predictions_loss: 306.4347 - logcount_predictions_loss: 0.4619 181/1651 [==>...........................] - ETA: 3:23 - loss: 312.2141 - logits_profile_predictions_loss: 306.4397 - logcount_predictions_loss: 0.4620 182/1651 [==>...........................] - ETA: 3:23 - loss: 312.2178 - logits_profile_predictions_loss: 306.4427 - logcount_predictions_loss: 0.4620 183/1651 [==>...........................] - ETA: 3:23 - loss: 312.2215 - logits_profile_predictions_loss: 306.4457 - logcount_predictions_loss: 0.4621 184/1651 [==>...........................] - ETA: 3:23 - loss: 312.2240 - logits_profile_predictions_loss: 306.4476 - logcount_predictions_loss: 0.4621 185/1651 [==>...........................] - ETA: 3:23 - loss: 312.2265 - logits_profile_predictions_loss: 306.4495 - logcount_predictions_loss: 0.4622 186/1651 [==>...........................] - ETA: 3:22 - loss: 312.2284 - logits_profile_predictions_loss: 306.4508 - logcount_predictions_loss: 0.4622 187/1651 [==>...........................] - ETA: 3:22 - loss: 312.2302 - logits_profile_predictions_loss: 306.4520 - logcount_predictions_loss: 0.4623 188/1651 [==>...........................] - ETA: 3:22 - loss: 312.2318 - logits_profile_predictions_loss: 306.4530 - logcount_predictions_loss: 0.4623 189/1651 [==>...........................] - ETA: 3:22 - loss: 312.2334 - logits_profile_predictions_loss: 306.4540 - logcount_predictions_loss: 0.4624 190/1651 [==>...........................] - ETA: 3:22 - loss: 312.2347 - logits_profile_predictions_loss: 306.4547 - logcount_predictions_loss: 0.4624 191/1651 [==>...........................] - ETA: 3:22 - loss: 312.2365 - logits_profile_predictions_loss: 306.4559 - logcount_predictions_loss: 0.4624 192/1651 [==>...........................] - ETA: 3:22 - loss: 312.2388 - logits_profile_predictions_loss: 306.4578 - logcount_predictions_loss: 0.4625 193/1651 [==>...........................] - ETA: 3:22 - loss: 312.2406 - logits_profile_predictions_loss: 306.4592 - logcount_predictions_loss: 0.4625 194/1651 [==>...........................] - ETA: 3:21 - loss: 312.2424 - logits_profile_predictions_loss: 306.4605 - logcount_predictions_loss: 0.4626 195/1651 [==>...........................] - ETA: 3:21 - loss: 312.2451 - logits_profile_predictions_loss: 306.4628 - logcount_predictions_loss: 0.4626 196/1651 [==>...........................] - ETA: 3:21 - loss: 312.2474 - logits_profile_predictions_loss: 306.4647 - logcount_predictions_loss: 0.4626 197/1651 [==>...........................] - ETA: 3:21 - loss: 312.2489 - logits_profile_predictions_loss: 306.4658 - logcount_predictions_loss: 0.4627 198/1651 [==>...........................] - ETA: 3:21 - loss: 312.2512 - logits_profile_predictions_loss: 306.4677 - logcount_predictions_loss: 0.4627 199/1651 [==>...........................] - ETA: 3:21 - loss: 312.2543 - logits_profile_predictions_loss: 306.4704 - logcount_predictions_loss: 0.4627 200/1651 [==>...........................] - ETA: 3:21 - loss: 312.2582 - logits_profile_predictions_loss: 306.4740 - logcount_predictions_loss: 0.4627 201/1651 [==>...........................] - ETA: 3:20 - loss: 312.2625 - logits_profile_predictions_loss: 306.4779 - logcount_predictions_loss: 0.4628 202/1651 [==>...........................] - ETA: 3:20 - loss: 312.2663 - logits_profile_predictions_loss: 306.4814 - logcount_predictions_loss: 0.4628 203/1651 [==>...........................] - ETA: 3:20 - loss: 312.2697 - logits_profile_predictions_loss: 306.4844 - logcount_predictions_loss: 0.4628 204/1651 [==>...........................] - ETA: 3:20 - loss: 312.2728 - logits_profile_predictions_loss: 306.4871 - logcount_predictions_loss: 0.4629 205/1651 [==>...........................] - ETA: 3:20 - loss: 312.2755 - logits_profile_predictions_loss: 306.4894 - logcount_predictions_loss: 0.4629 206/1651 [==>...........................] - ETA: 3:20 - loss: 312.2779 - logits_profile_predictions_loss: 306.4916 - logcount_predictions_loss: 0.4629 207/1651 [==>...........................] - ETA: 3:20 - loss: 312.2809 - logits_profile_predictions_loss: 306.4943 - logcount_predictions_loss: 0.4629 208/1651 [==>...........................] - ETA: 3:19 - loss: 312.2843 - logits_profile_predictions_loss: 306.4974 - logcount_predictions_loss: 0.4630 209/1651 [==>...........................] - ETA: 3:19 - loss: 312.2884 - logits_profile_predictions_loss: 306.5013 - logcount_predictions_loss: 0.4630 210/1651 [==>...........................] - ETA: 3:19 - loss: 312.2924 - logits_profile_predictions_loss: 306.5051 - logcount_predictions_loss: 0.4630 211/1651 [==>...........................] - ETA: 3:19 - loss: 312.2959 - logits_profile_predictions_loss: 306.5085 - logcount_predictions_loss: 0.4630 212/1651 [==>...........................] - ETA: 3:19 - loss: 312.3000 - logits_profile_predictions_loss: 306.5123 - logcount_predictions_loss: 0.4630 213/1651 [==>...........................] - ETA: 3:19 - loss: 312.3035 - logits_profile_predictions_loss: 306.5156 - logcount_predictions_loss: 0.4630 214/1651 [==>...........................] - ETA: 3:19 - loss: 312.3075 - logits_profile_predictions_loss: 306.5195 - logcount_predictions_loss: 0.4630 215/1651 [==>...........................] - ETA: 3:18 - loss: 312.3114 - logits_profile_predictions_loss: 306.5232 - logcount_predictions_loss: 0.4631 216/1651 [==>...........................] - ETA: 3:18 - loss: 312.3158 - logits_profile_predictions_loss: 306.5274 - logcount_predictions_loss: 0.4631 217/1651 [==>...........................] - ETA: 3:18 - loss: 312.3204 - logits_profile_predictions_loss: 306.5319 - logcount_predictions_loss: 0.4631 218/1651 [==>...........................] - ETA: 3:18 - loss: 312.3249 - logits_profile_predictions_loss: 306.5362 - logcount_predictions_loss: 0.4631 219/1651 [==>...........................] - ETA: 3:18 - loss: 312.3292 - logits_profile_predictions_loss: 306.5402 - logcount_predictions_loss: 0.4631 220/1651 [==>...........................] - ETA: 3:18 - loss: 312.3331 - logits_profile_predictions_loss: 306.5440 - logcount_predictions_loss: 0.4631 221/1651 [===>..........................] - ETA: 3:18 - loss: 312.3376 - logits_profile_predictions_loss: 306.5483 - logcount_predictions_loss: 0.4632 222/1651 [===>..........................] - ETA: 3:17 - loss: 312.3416 - logits_profile_predictions_loss: 306.5521 - logcount_predictions_loss: 0.4632 223/1651 [===>..........................] - ETA: 3:17 - loss: 312.3460 - logits_profile_predictions_loss: 306.5563 - logcount_predictions_loss: 0.4632 224/1651 [===>..........................] - ETA: 3:17 - loss: 312.3503 - logits_profile_predictions_loss: 306.5605 - logcount_predictions_loss: 0.4632 225/1651 [===>..........................] - ETA: 3:17 - loss: 312.3546 - logits_profile_predictions_loss: 306.5647 - logcount_predictions_loss: 0.4632 226/1651 [===>..........................] - ETA: 3:17 - loss: 312.3594 - logits_profile_predictions_loss: 306.5694 - logcount_predictions_loss: 0.4632 227/1651 [===>..........................] - ETA: 3:17 - loss: 312.3637 - logits_profile_predictions_loss: 306.5735 - logcount_predictions_loss: 0.4632 228/1651 [===>..........................] - ETA: 3:17 - loss: 312.3682 - logits_profile_predictions_loss: 306.5780 - logcount_predictions_loss: 0.4632 229/1651 [===>..........................] - ETA: 3:17 - loss: 312.3721 - logits_profile_predictions_loss: 306.5817 - logcount_predictions_loss: 0.4632 230/1651 [===>..........................] - ETA: 3:16 - loss: 312.3764 - logits_profile_predictions_loss: 306.5858 - logcount_predictions_loss: 0.4633 231/1651 [===>..........................] - ETA: 3:16 - loss: 312.3807 - logits_profile_predictions_loss: 306.5899 - logcount_predictions_loss: 0.4633 232/1651 [===>..........................] - ETA: 3:16 - loss: 312.3843 - logits_profile_predictions_loss: 306.5934 - logcount_predictions_loss: 0.4633 233/1651 [===>..........................] - ETA: 3:16 - loss: 312.3878 - logits_profile_predictions_loss: 306.5967 - logcount_predictions_loss: 0.4633 234/1651 [===>..........................] - ETA: 3:16 - loss: 312.3913 - logits_profile_predictions_loss: 306.6001 - logcount_predictions_loss: 0.4633 235/1651 [===>..........................] - ETA: 3:16 - loss: 312.3949 - logits_profile_predictions_loss: 306.6035 - logcount_predictions_loss: 0.4633 236/1651 [===>..........................] - ETA: 3:16 - loss: 312.3988 - logits_profile_predictions_loss: 306.6072 - logcount_predictions_loss: 0.4633 237/1651 [===>..........................] - ETA: 3:15 - loss: 312.4025 - logits_profile_predictions_loss: 306.6108 - logcount_predictions_loss: 0.4633 238/1651 [===>..........................] - ETA: 3:15 - loss: 312.4057 - logits_profile_predictions_loss: 306.6137 - logcount_predictions_loss: 0.4634 239/1651 [===>..........................] - ETA: 3:15 - loss: 312.4089 - logits_profile_predictions_loss: 306.6168 - logcount_predictions_loss: 0.4634 240/1651 [===>..........................] - ETA: 3:15 - loss: 312.4118 - logits_profile_predictions_loss: 306.6194 - logcount_predictions_loss: 0.4634 241/1651 [===>..........................] - ETA: 3:15 - loss: 312.4147 - logits_profile_predictions_loss: 306.6222 - logcount_predictions_loss: 0.4634 242/1651 [===>..........................] - ETA: 3:15 - loss: 312.4176 - logits_profile_predictions_loss: 306.6248 - logcount_predictions_loss: 0.4634 243/1651 [===>..........................] - ETA: 3:15 - loss: 312.4199 - logits_profile_predictions_loss: 306.6268 - logcount_predictions_loss: 0.4635 244/1651 [===>..........................] - ETA: 3:14 - loss: 312.4226 - logits_profile_predictions_loss: 306.6292 - logcount_predictions_loss: 0.4635 245/1651 [===>..........................] - ETA: 3:14 - loss: 312.4251 - logits_profile_predictions_loss: 306.6315 - logcount_predictions_loss: 0.4635 246/1651 [===>..........................] - ETA: 3:14 - loss: 312.4286 - logits_profile_predictions_loss: 306.6348 - logcount_predictions_loss: 0.4635 247/1651 [===>..........................] - ETA: 3:14 - loss: 312.4320 - logits_profile_predictions_loss: 306.6380 - logcount_predictions_loss: 0.4635 248/1651 [===>..........................] - ETA: 3:14 - loss: 312.4357 - logits_profile_predictions_loss: 306.6415 - logcount_predictions_loss: 0.4635 249/1651 [===>..........................] - ETA: 3:14 - loss: 312.4398 - logits_profile_predictions_loss: 306.6454 - logcount_predictions_loss: 0.4636 250/1651 [===>..........................] - ETA: 3:14 - loss: 312.4439 - logits_profile_predictions_loss: 306.6494 - logcount_predictions_loss: 0.4636 251/1651 [===>..........................] - ETA: 3:13 - loss: 312.4475 - logits_profile_predictions_loss: 306.6529 - logcount_predictions_loss: 0.4636 252/1651 [===>..........................] - ETA: 3:13 - loss: 312.4514 - logits_profile_predictions_loss: 306.6566 - logcount_predictions_loss: 0.4636 253/1651 [===>..........................] - ETA: 3:13 - loss: 312.4546 - logits_profile_predictions_loss: 306.6596 - logcount_predictions_loss: 0.4636 254/1651 [===>..........................] - ETA: 3:13 - loss: 312.4579 - logits_profile_predictions_loss: 306.6626 - logcount_predictions_loss: 0.4636 255/1651 [===>..........................] - ETA: 3:13 - loss: 312.4612 - logits_profile_predictions_loss: 306.6658 - logcount_predictions_loss: 0.4636 256/1651 [===>..........................] - ETA: 3:13 - loss: 312.4646 - logits_profile_predictions_loss: 306.6690 - logcount_predictions_loss: 0.4637 257/1651 [===>..........................] - ETA: 3:13 - loss: 312.4679 - logits_profile_predictions_loss: 306.6721 - logcount_predictions_loss: 0.4637 258/1651 [===>..........................] - ETA: 3:13 - loss: 312.4712 - logits_profile_predictions_loss: 306.6752 - logcount_predictions_loss: 0.4637 259/1651 [===>..........................] - ETA: 3:12 - loss: 312.4745 - logits_profile_predictions_loss: 306.6783 - logcount_predictions_loss: 0.4637 260/1651 [===>..........................] - ETA: 3:12 - loss: 312.4777 - logits_profile_predictions_loss: 306.6814 - logcount_predictions_loss: 0.4637 261/1651 [===>..........................] - ETA: 3:12 - loss: 312.4813 - logits_profile_predictions_loss: 306.6849 - logcount_predictions_loss: 0.4637 262/1651 [===>..........................] - ETA: 3:12 - loss: 312.4856 - logits_profile_predictions_loss: 306.6889 - logcount_predictions_loss: 0.4637 263/1651 [===>..........................] - ETA: 3:12 - loss: 312.4897 - logits_profile_predictions_loss: 306.6928 - logcount_predictions_loss: 0.4638 264/1651 [===>..........................] - ETA: 3:12 - loss: 312.4941 - logits_profile_predictions_loss: 306.6969 - logcount_predictions_loss: 0.4638 265/1651 [===>..........................] - ETA: 3:12 - loss: 312.4986 - logits_profile_predictions_loss: 306.7011 - logcount_predictions_loss: 0.4638 266/1651 [===>..........................] - ETA: 3:11 - loss: 312.5028 - logits_profile_predictions_loss: 306.7051 - logcount_predictions_loss: 0.4638 267/1651 [===>..........................] - ETA: 3:11 - loss: 312.5068 - logits_profile_predictions_loss: 306.7089 - logcount_predictions_loss: 0.4638 268/1651 [===>..........................] - ETA: 3:11 - loss: 312.5108 - logits_profile_predictions_loss: 306.7126 - logcount_predictions_loss: 0.4639 269/1651 [===>..........................] - ETA: 3:11 - loss: 312.5148 - logits_profile_predictions_loss: 306.7164 - logcount_predictions_loss: 0.4639 270/1651 [===>..........................] - ETA: 3:11 - loss: 312.5185 - logits_profile_predictions_loss: 306.7198 - logcount_predictions_loss: 0.4639 271/1651 [===>..........................] - ETA: 3:11 - loss: 312.5220 - logits_profile_predictions_loss: 306.7230 - logcount_predictions_loss: 0.4639 272/1651 [===>..........................] - ETA: 3:11 - loss: 312.5250 - logits_profile_predictions_loss: 306.7258 - logcount_predictions_loss: 0.4639 273/1651 [===>..........................] - ETA: 3:10 - loss: 312.5282 - logits_profile_predictions_loss: 306.7288 - logcount_predictions_loss: 0.4640 274/1651 [===>..........................] - ETA: 3:10 - loss: 312.5312 - logits_profile_predictions_loss: 306.7315 - logcount_predictions_loss: 0.4640 275/1651 [===>..........................] - ETA: 3:10 - loss: 312.5344 - logits_profile_predictions_loss: 306.7345 - logcount_predictions_loss: 0.4640 276/1651 [====>.........................] - ETA: 3:10 - loss: 312.5385 - logits_profile_predictions_loss: 306.7383 - logcount_predictions_loss: 0.4640 277/1651 [====>.........................] - ETA: 3:10 - loss: 312.5427 - logits_profile_predictions_loss: 306.7423 - logcount_predictions_loss: 0.4640 278/1651 [====>.........................] - ETA: 3:10 - loss: 312.5474 - logits_profile_predictions_loss: 306.7468 - logcount_predictions_loss: 0.4641 279/1651 [====>.........................] - ETA: 3:10 - loss: 312.5518 - logits_profile_predictions_loss: 306.7510 - logcount_predictions_loss: 0.4641 280/1651 [====>.........................] - ETA: 3:09 - loss: 312.5557 - logits_profile_predictions_loss: 306.7547 - logcount_predictions_loss: 0.4641 281/1651 [====>.........................] - ETA: 3:09 - loss: 312.5592 - logits_profile_predictions_loss: 306.7580 - logcount_predictions_loss: 0.4641 282/1651 [====>.........................] - ETA: 3:09 - loss: 312.5625 - logits_profile_predictions_loss: 306.7612 - logcount_predictions_loss: 0.4641 283/1651 [====>.........................] - ETA: 3:09 - loss: 312.5659 - logits_profile_predictions_loss: 306.7644 - logcount_predictions_loss: 0.4641 284/1651 [====>.........................] - ETA: 3:09 - loss: 312.5690 - logits_profile_predictions_loss: 306.7674 - logcount_predictions_loss: 0.4641 285/1651 [====>.........................] - ETA: 3:09 - loss: 312.5717 - logits_profile_predictions_loss: 306.7699 - logcount_predictions_loss: 0.4642 286/1651 [====>.........................] - ETA: 3:09 - loss: 312.5739 - logits_profile_predictions_loss: 306.7720 - logcount_predictions_loss: 0.4642 287/1651 [====>.........................] - ETA: 3:08 - loss: 312.5760 - logits_profile_predictions_loss: 306.7739 - logcount_predictions_loss: 0.4642 288/1651 [====>.........................] - ETA: 3:08 - loss: 312.5782 - logits_profile_predictions_loss: 306.7760 - logcount_predictions_loss: 0.4642 289/1651 [====>.........................] - ETA: 3:08 - loss: 312.5806 - logits_profile_predictions_loss: 306.7782 - logcount_predictions_loss: 0.4642 290/1651 [====>.........................] - ETA: 3:08 - loss: 312.5833 - logits_profile_predictions_loss: 306.7807 - logcount_predictions_loss: 0.4642 291/1651 [====>.........................] - ETA: 3:08 - loss: 312.5862 - logits_profile_predictions_loss: 306.7834 - logcount_predictions_loss: 0.4642 292/1651 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308.0162 - logcount_predictions_loss: 0.4686 1651/1651 [==============================] - 239s 145ms/step - loss: 313.8735 - logits_profile_predictions_loss: 308.0164 - logcount_predictions_loss: 0.4686 - val_loss: 334.7884 - val_logits_profile_predictions_loss: 328.5082 - val_logcount_predictions_loss: 0.5024 Epoch 00009: val_loss improved from 335.73120 to 334.78836, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 10/50 1/1651 [..............................] - ETA: 4:31 - loss: 360.8736 - logits_profile_predictions_loss: 355.7956 - logcount_predictions_loss: 0.4062 2/1651 [..............................] - ETA: 3:48 - loss: 347.8262 - logits_profile_predictions_loss: 342.6189 - logcount_predictions_loss: 0.4166 3/1651 [..............................] - ETA: 3:48 - loss: 338.9230 - logits_profile_predictions_loss: 333.8205 - logcount_predictions_loss: 0.4082 4/1651 [..............................] - 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[..............................] - ETA: 3:45 - loss: 320.4582 - logits_profile_predictions_loss: 315.0474 - logcount_predictions_loss: 0.4329 25/1651 [..............................] - ETA: 3:45 - loss: 320.2072 - logits_profile_predictions_loss: 314.7894 - logcount_predictions_loss: 0.4334 26/1651 [..............................] - ETA: 3:45 - loss: 319.9663 - logits_profile_predictions_loss: 314.5433 - logcount_predictions_loss: 0.4338 27/1651 [..............................] - ETA: 3:45 - loss: 319.7559 - logits_profile_predictions_loss: 314.3285 - logcount_predictions_loss: 0.4342 28/1651 [..............................] - ETA: 3:45 - loss: 319.5397 - logits_profile_predictions_loss: 314.1078 - logcount_predictions_loss: 0.4345 29/1651 [..............................] - ETA: 3:44 - loss: 319.3596 - logits_profile_predictions_loss: 313.9252 - logcount_predictions_loss: 0.4347 30/1651 [..............................] - ETA: 3:44 - loss: 319.1986 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 310.6638 - logcount_predictions_loss: 0.4355 169/1651 [==>...........................] - ETA: 3:25 - loss: 316.1060 - logits_profile_predictions_loss: 310.6627 - logcount_predictions_loss: 0.4355 170/1651 [==>...........................] - ETA: 3:25 - loss: 316.1070 - logits_profile_predictions_loss: 310.6637 - logcount_predictions_loss: 0.4355 171/1651 [==>...........................] - ETA: 3:25 - loss: 316.1085 - logits_profile_predictions_loss: 310.6652 - logcount_predictions_loss: 0.4355 172/1651 [==>...........................] - ETA: 3:24 - loss: 316.1093 - logits_profile_predictions_loss: 310.6658 - logcount_predictions_loss: 0.4355 173/1651 [==>...........................] - ETA: 3:24 - loss: 316.1106 - logits_profile_predictions_loss: 310.6671 - logcount_predictions_loss: 0.4355 174/1651 [==>...........................] - ETA: 3:24 - loss: 316.1113 - logits_profile_predictions_loss: 310.6678 - logcount_predictions_loss: 0.4355 175/1651 [==>...........................] - ETA: 3:24 - loss: 316.1106 - logits_profile_predictions_loss: 310.6672 - logcount_predictions_loss: 0.4355 176/1651 [==>...........................] - ETA: 3:24 - loss: 316.1095 - logits_profile_predictions_loss: 310.6661 - logcount_predictions_loss: 0.4355 177/1651 [==>...........................] - ETA: 3:24 - loss: 316.1089 - logits_profile_predictions_loss: 310.6658 - logcount_predictions_loss: 0.4355 178/1651 [==>...........................] - ETA: 3:24 - loss: 316.1074 - logits_profile_predictions_loss: 310.6643 - logcount_predictions_loss: 0.4354 179/1651 [==>...........................] - ETA: 3:24 - loss: 316.1068 - logits_profile_predictions_loss: 310.6638 - logcount_predictions_loss: 0.4354 180/1651 [==>...........................] - ETA: 3:23 - loss: 316.1054 - logits_profile_predictions_loss: 310.6625 - logcount_predictions_loss: 0.4354 181/1651 [==>...........................] - ETA: 3:23 - loss: 316.1056 - logits_profile_predictions_loss: 310.6628 - logcount_predictions_loss: 0.4354 182/1651 [==>...........................] - ETA: 3:23 - loss: 316.1053 - logits_profile_predictions_loss: 310.6626 - logcount_predictions_loss: 0.4354 183/1651 [==>...........................] - ETA: 3:23 - loss: 316.1045 - logits_profile_predictions_loss: 310.6618 - logcount_predictions_loss: 0.4354 184/1651 [==>...........................] - ETA: 3:23 - loss: 316.1039 - logits_profile_predictions_loss: 310.6613 - logcount_predictions_loss: 0.4354 185/1651 [==>...........................] - ETA: 3:23 - loss: 316.1033 - logits_profile_predictions_loss: 310.6607 - logcount_predictions_loss: 0.4354 186/1651 [==>...........................] - ETA: 3:23 - loss: 316.1023 - logits_profile_predictions_loss: 310.6597 - logcount_predictions_loss: 0.4354 187/1651 [==>...........................] - ETA: 3:22 - loss: 316.1020 - logits_profile_predictions_loss: 310.6595 - logcount_predictions_loss: 0.4354 188/1651 [==>...........................] - ETA: 3:22 - loss: 316.1016 - logits_profile_predictions_loss: 310.6590 - logcount_predictions_loss: 0.4354 189/1651 [==>...........................] - ETA: 3:22 - loss: 316.1005 - logits_profile_predictions_loss: 310.6579 - logcount_predictions_loss: 0.4354 190/1651 [==>...........................] - ETA: 3:22 - loss: 316.0986 - logits_profile_predictions_loss: 310.6559 - logcount_predictions_loss: 0.4354 191/1651 [==>...........................] - ETA: 3:22 - loss: 316.0971 - logits_profile_predictions_loss: 310.6542 - logcount_predictions_loss: 0.4354 192/1651 [==>...........................] - ETA: 3:22 - loss: 316.0956 - logits_profile_predictions_loss: 310.6526 - logcount_predictions_loss: 0.4354 193/1651 [==>...........................] - ETA: 3:22 - loss: 316.0935 - logits_profile_predictions_loss: 310.6503 - logcount_predictions_loss: 0.4355 194/1651 [==>...........................] - ETA: 3:21 - loss: 316.0906 - logits_profile_predictions_loss: 310.6472 - logcount_predictions_loss: 0.4355 195/1651 [==>...........................] - ETA: 3:21 - loss: 316.0880 - logits_profile_predictions_loss: 310.6445 - logcount_predictions_loss: 0.4355 196/1651 [==>...........................] - ETA: 3:21 - loss: 316.0854 - logits_profile_predictions_loss: 310.6417 - logcount_predictions_loss: 0.4355 197/1651 [==>...........................] - ETA: 3:21 - loss: 316.0823 - logits_profile_predictions_loss: 310.6385 - logcount_predictions_loss: 0.4355 198/1651 [==>...........................] - ETA: 3:21 - loss: 316.0785 - logits_profile_predictions_loss: 310.6345 - logcount_predictions_loss: 0.4355 199/1651 [==>...........................] - ETA: 3:21 - loss: 316.0746 - logits_profile_predictions_loss: 310.6306 - logcount_predictions_loss: 0.4355 200/1651 [==>...........................] - ETA: 3:21 - loss: 316.0706 - logits_profile_predictions_loss: 310.6264 - logcount_predictions_loss: 0.4355 201/1651 [==>...........................] - ETA: 3:20 - loss: 316.0667 - logits_profile_predictions_loss: 310.6224 - logcount_predictions_loss: 0.4356 202/1651 [==>...........................] - ETA: 3:20 - loss: 316.0632 - logits_profile_predictions_loss: 310.6187 - logcount_predictions_loss: 0.4356 203/1651 [==>...........................] - ETA: 3:20 - loss: 316.0595 - logits_profile_predictions_loss: 310.6147 - logcount_predictions_loss: 0.4356 204/1651 [==>...........................] - ETA: 3:20 - loss: 316.0551 - logits_profile_predictions_loss: 310.6101 - logcount_predictions_loss: 0.4356 205/1651 [==>...........................] - ETA: 3:20 - loss: 316.0506 - logits_profile_predictions_loss: 310.6054 - logcount_predictions_loss: 0.4356 206/1651 [==>...........................] - ETA: 3:20 - loss: 316.0462 - logits_profile_predictions_loss: 310.6008 - logcount_predictions_loss: 0.4356 207/1651 [==>...........................] - ETA: 3:20 - loss: 316.0422 - logits_profile_predictions_loss: 310.5965 - logcount_predictions_loss: 0.4357 208/1651 [==>...........................] - ETA: 3:20 - loss: 316.0388 - logits_profile_predictions_loss: 310.5929 - logcount_predictions_loss: 0.4357 209/1651 [==>...........................] - ETA: 3:19 - loss: 316.0356 - logits_profile_predictions_loss: 310.5893 - logcount_predictions_loss: 0.4357 210/1651 [==>...........................] - ETA: 3:19 - loss: 316.0319 - logits_profile_predictions_loss: 310.5853 - logcount_predictions_loss: 0.4357 211/1651 [==>...........................] - ETA: 3:19 - loss: 316.0277 - logits_profile_predictions_loss: 310.5808 - logcount_predictions_loss: 0.4357 212/1651 [==>...........................] - ETA: 3:19 - loss: 316.0229 - logits_profile_predictions_loss: 310.5757 - logcount_predictions_loss: 0.4358 213/1651 [==>...........................] - ETA: 3:19 - loss: 316.0182 - logits_profile_predictions_loss: 310.5707 - logcount_predictions_loss: 0.4358 214/1651 [==>...........................] - ETA: 3:19 - loss: 316.0146 - logits_profile_predictions_loss: 310.5669 - logcount_predictions_loss: 0.4358 215/1651 [==>...........................] - ETA: 3:19 - loss: 316.0106 - logits_profile_predictions_loss: 310.5625 - logcount_predictions_loss: 0.4358 216/1651 [==>...........................] - ETA: 3:18 - loss: 316.0069 - logits_profile_predictions_loss: 310.5586 - logcount_predictions_loss: 0.4359 217/1651 [==>...........................] - ETA: 3:18 - loss: 316.0037 - logits_profile_predictions_loss: 310.5550 - logcount_predictions_loss: 0.4359 218/1651 [==>...........................] - ETA: 3:18 - loss: 316.0009 - logits_profile_predictions_loss: 310.5520 - logcount_predictions_loss: 0.4359 219/1651 [==>...........................] - ETA: 3:18 - loss: 315.9984 - logits_profile_predictions_loss: 310.5491 - logcount_predictions_loss: 0.4359 220/1651 [==>...........................] - ETA: 3:18 - loss: 315.9960 - logits_profile_predictions_loss: 310.5464 - logcount_predictions_loss: 0.4360 221/1651 [===>..........................] - ETA: 3:18 - loss: 315.9935 - logits_profile_predictions_loss: 310.5436 - logcount_predictions_loss: 0.4360 222/1651 [===>..........................] - ETA: 3:18 - loss: 315.9907 - logits_profile_predictions_loss: 310.5405 - logcount_predictions_loss: 0.4360 223/1651 [===>..........................] - ETA: 3:17 - loss: 315.9876 - logits_profile_predictions_loss: 310.5371 - logcount_predictions_loss: 0.4360 224/1651 [===>..........................] - ETA: 3:17 - loss: 315.9835 - logits_profile_predictions_loss: 310.5327 - logcount_predictions_loss: 0.4361 225/1651 [===>..........................] - ETA: 3:17 - loss: 315.9788 - logits_profile_predictions_loss: 310.5278 - logcount_predictions_loss: 0.4361 226/1651 [===>..........................] - ETA: 3:17 - loss: 315.9747 - logits_profile_predictions_loss: 310.5233 - logcount_predictions_loss: 0.4361 227/1651 [===>..........................] - ETA: 3:17 - loss: 315.9710 - logits_profile_predictions_loss: 310.5193 - logcount_predictions_loss: 0.4361 228/1651 [===>..........................] - ETA: 3:17 - loss: 315.9667 - logits_profile_predictions_loss: 310.5147 - logcount_predictions_loss: 0.4362 229/1651 [===>..........................] - ETA: 3:17 - loss: 315.9624 - logits_profile_predictions_loss: 310.5101 - logcount_predictions_loss: 0.4362 230/1651 [===>..........................] - ETA: 3:17 - loss: 315.9580 - logits_profile_predictions_loss: 310.5054 - logcount_predictions_loss: 0.4362 231/1651 [===>..........................] - ETA: 3:16 - loss: 315.9534 - logits_profile_predictions_loss: 310.5004 - logcount_predictions_loss: 0.4362 232/1651 [===>..........................] - ETA: 3:16 - loss: 315.9489 - logits_profile_predictions_loss: 310.4955 - logcount_predictions_loss: 0.4363 233/1651 [===>..........................] - ETA: 3:16 - loss: 315.9443 - logits_profile_predictions_loss: 310.4904 - logcount_predictions_loss: 0.4363 234/1651 [===>..........................] - ETA: 3:16 - loss: 315.9392 - logits_profile_predictions_loss: 310.4849 - logcount_predictions_loss: 0.4363 235/1651 [===>..........................] - ETA: 3:16 - loss: 315.9345 - logits_profile_predictions_loss: 310.4798 - logcount_predictions_loss: 0.4364 236/1651 [===>..........................] - ETA: 3:16 - loss: 315.9296 - logits_profile_predictions_loss: 310.4744 - logcount_predictions_loss: 0.4364 237/1651 [===>..........................] - ETA: 3:16 - loss: 315.9250 - logits_profile_predictions_loss: 310.4693 - logcount_predictions_loss: 0.4365 238/1651 [===>..........................] - ETA: 3:15 - loss: 315.9200 - logits_profile_predictions_loss: 310.4638 - logcount_predictions_loss: 0.4365 239/1651 [===>..........................] - ETA: 3:15 - loss: 315.9151 - logits_profile_predictions_loss: 310.4585 - logcount_predictions_loss: 0.4365 240/1651 [===>..........................] - ETA: 3:15 - loss: 315.9106 - logits_profile_predictions_loss: 310.4535 - logcount_predictions_loss: 0.4366 241/1651 [===>..........................] - ETA: 3:15 - loss: 315.9065 - logits_profile_predictions_loss: 310.4489 - logcount_predictions_loss: 0.4366 242/1651 [===>..........................] - ETA: 3:15 - loss: 315.9022 - logits_profile_predictions_loss: 310.4440 - logcount_predictions_loss: 0.4367 243/1651 [===>..........................] - ETA: 3:15 - loss: 315.8982 - logits_profile_predictions_loss: 310.4393 - logcount_predictions_loss: 0.4367 244/1651 [===>..........................] - ETA: 3:15 - loss: 315.8939 - logits_profile_predictions_loss: 310.4344 - logcount_predictions_loss: 0.4368 245/1651 [===>..........................] - ETA: 3:14 - loss: 315.8891 - logits_profile_predictions_loss: 310.4290 - logcount_predictions_loss: 0.4368 246/1651 [===>..........................] - ETA: 3:14 - loss: 315.8847 - logits_profile_predictions_loss: 310.4239 - logcount_predictions_loss: 0.4369 247/1651 [===>..........................] - ETA: 3:14 - loss: 315.8802 - logits_profile_predictions_loss: 310.4187 - logcount_predictions_loss: 0.4369 248/1651 [===>..........................] - ETA: 3:14 - loss: 315.8762 - logits_profile_predictions_loss: 310.4139 - logcount_predictions_loss: 0.4370 249/1651 [===>..........................] - ETA: 3:14 - loss: 315.8722 - logits_profile_predictions_loss: 310.4091 - logcount_predictions_loss: 0.4370 250/1651 [===>..........................] - ETA: 3:14 - loss: 315.8680 - logits_profile_predictions_loss: 310.4042 - logcount_predictions_loss: 0.4371 251/1651 [===>..........................] - ETA: 3:14 - loss: 315.8639 - logits_profile_predictions_loss: 310.3993 - logcount_predictions_loss: 0.4372 252/1651 [===>..........................] - ETA: 3:13 - loss: 315.8602 - logits_profile_predictions_loss: 310.3948 - logcount_predictions_loss: 0.4372 253/1651 [===>..........................] - ETA: 3:13 - loss: 315.8563 - logits_profile_predictions_loss: 310.3902 - logcount_predictions_loss: 0.4373 254/1651 [===>..........................] - ETA: 3:13 - loss: 315.8526 - logits_profile_predictions_loss: 310.3858 - logcount_predictions_loss: 0.4373 255/1651 [===>..........................] - ETA: 3:13 - loss: 315.8484 - logits_profile_predictions_loss: 310.3808 - logcount_predictions_loss: 0.4374 256/1651 [===>..........................] - ETA: 3:13 - loss: 315.8446 - logits_profile_predictions_loss: 310.3762 - logcount_predictions_loss: 0.4375 257/1651 [===>..........................] - ETA: 3:13 - loss: 315.8406 - logits_profile_predictions_loss: 310.3714 - logcount_predictions_loss: 0.4375 258/1651 [===>..........................] - ETA: 3:13 - loss: 315.8367 - logits_profile_predictions_loss: 310.3667 - logcount_predictions_loss: 0.4376 259/1651 [===>..........................] - ETA: 3:12 - loss: 315.8329 - logits_profile_predictions_loss: 310.3622 - logcount_predictions_loss: 0.4377 260/1651 [===>..........................] - ETA: 3:12 - loss: 315.8298 - logits_profile_predictions_loss: 310.3584 - logcount_predictions_loss: 0.4377 261/1651 [===>..........................] - ETA: 3:12 - loss: 315.8265 - logits_profile_predictions_loss: 310.3543 - logcount_predictions_loss: 0.4378 262/1651 [===>..........................] - ETA: 3:12 - loss: 315.8231 - logits_profile_predictions_loss: 310.3502 - logcount_predictions_loss: 0.4378 263/1651 [===>..........................] - ETA: 3:12 - loss: 315.8198 - logits_profile_predictions_loss: 310.3461 - logcount_predictions_loss: 0.4379 264/1651 [===>..........................] - ETA: 3:12 - loss: 315.8171 - logits_profile_predictions_loss: 310.3427 - logcount_predictions_loss: 0.4380 265/1651 [===>..........................] - ETA: 3:12 - loss: 315.8144 - logits_profile_predictions_loss: 310.3392 - logcount_predictions_loss: 0.4380 266/1651 [===>..........................] - ETA: 3:12 - loss: 315.8117 - logits_profile_predictions_loss: 310.3357 - logcount_predictions_loss: 0.4381 267/1651 [===>..........................] - ETA: 3:11 - loss: 315.8089 - logits_profile_predictions_loss: 310.3322 - logcount_predictions_loss: 0.4381 268/1651 [===>..........................] - ETA: 3:11 - loss: 315.8063 - logits_profile_predictions_loss: 310.3289 - logcount_predictions_loss: 0.4382 269/1651 [===>..........................] - ETA: 3:11 - loss: 315.8035 - logits_profile_predictions_loss: 310.3252 - logcount_predictions_loss: 0.4383 270/1651 [===>..........................] - ETA: 3:11 - loss: 315.8009 - logits_profile_predictions_loss: 310.3220 - logcount_predictions_loss: 0.4383 271/1651 [===>..........................] - ETA: 3:11 - loss: 315.7988 - logits_profile_predictions_loss: 310.3190 - logcount_predictions_loss: 0.4384 272/1651 [===>..........................] - ETA: 3:11 - loss: 315.7963 - logits_profile_predictions_loss: 310.3158 - logcount_predictions_loss: 0.4384 273/1651 [===>..........................] - ETA: 3:11 - loss: 315.7933 - logits_profile_predictions_loss: 310.3120 - logcount_predictions_loss: 0.4385 274/1651 [===>..........................] - ETA: 3:10 - loss: 315.7900 - logits_profile_predictions_loss: 310.3078 - logcount_predictions_loss: 0.4386 275/1651 [===>..........................] - ETA: 3:10 - loss: 315.7865 - logits_profile_predictions_loss: 310.3036 - logcount_predictions_loss: 0.4386 276/1651 [====>.........................] - ETA: 3:10 - loss: 315.7833 - logits_profile_predictions_loss: 310.2997 - logcount_predictions_loss: 0.4387 277/1651 [====>.........................] - ETA: 3:10 - loss: 315.7799 - logits_profile_predictions_loss: 310.2955 - logcount_predictions_loss: 0.4387 278/1651 [====>.........................] - ETA: 3:10 - loss: 315.7755 - logits_profile_predictions_loss: 310.2904 - logcount_predictions_loss: 0.4388 279/1651 [====>.........................] - ETA: 3:10 - loss: 315.7715 - logits_profile_predictions_loss: 310.2857 - logcount_predictions_loss: 0.4389 280/1651 [====>.........................] - ETA: 3:10 - loss: 315.7680 - logits_profile_predictions_loss: 310.2814 - logcount_predictions_loss: 0.4389 281/1651 [====>.........................] - ETA: 3:09 - loss: 315.7640 - logits_profile_predictions_loss: 310.2768 - logcount_predictions_loss: 0.4390 282/1651 [====>.........................] - ETA: 3:09 - loss: 315.7604 - logits_profile_predictions_loss: 310.2725 - logcount_predictions_loss: 0.4390 283/1651 [====>.........................] - ETA: 3:09 - loss: 315.7571 - logits_profile_predictions_loss: 310.2685 - logcount_predictions_loss: 0.4391 284/1651 [====>.........................] - ETA: 3:09 - loss: 315.7536 - logits_profile_predictions_loss: 310.2644 - logcount_predictions_loss: 0.4391 285/1651 [====>.........................] - ETA: 3:09 - loss: 315.7506 - logits_profile_predictions_loss: 310.2606 - logcount_predictions_loss: 0.4392 286/1651 [====>.........................] - ETA: 3:09 - loss: 315.7472 - logits_profile_predictions_loss: 310.2567 - logcount_predictions_loss: 0.4392 287/1651 [====>.........................] - ETA: 3:09 - loss: 315.7439 - logits_profile_predictions_loss: 310.2527 - logcount_predictions_loss: 0.4393 288/1651 [====>.........................] - ETA: 3:08 - loss: 315.7403 - logits_profile_predictions_loss: 310.2485 - logcount_predictions_loss: 0.4393 289/1651 [====>.........................] - ETA: 3:08 - loss: 315.7372 - logits_profile_predictions_loss: 310.2448 - logcount_predictions_loss: 0.4394 290/1651 [====>.........................] - ETA: 3:08 - loss: 315.7347 - logits_profile_predictions_loss: 310.2416 - logcount_predictions_loss: 0.4394 291/1651 [====>.........................] - ETA: 3:08 - loss: 315.7319 - logits_profile_predictions_loss: 310.2382 - logcount_predictions_loss: 0.4395 292/1651 [====>.........................] - ETA: 3:08 - loss: 315.7289 - logits_profile_predictions_loss: 310.2346 - logcount_predictions_loss: 0.4395 293/1651 [====>.........................] - ETA: 3:08 - loss: 315.7256 - logits_profile_predictions_loss: 310.2307 - logcount_predictions_loss: 0.4396 294/1651 [====>.........................] - ETA: 3:08 - loss: 315.7225 - logits_profile_predictions_loss: 310.2270 - logcount_predictions_loss: 0.4396 295/1651 [====>.........................] - ETA: 3:08 - loss: 315.7200 - logits_profile_predictions_loss: 310.2239 - logcount_predictions_loss: 0.4397 296/1651 [====>.........................] - ETA: 3:07 - loss: 315.7175 - logits_profile_predictions_loss: 310.2208 - logcount_predictions_loss: 0.4397 297/1651 [====>.........................] - ETA: 3:07 - loss: 315.7149 - logits_profile_predictions_loss: 310.2175 - logcount_predictions_loss: 0.4398 298/1651 [====>.........................] - ETA: 3:07 - loss: 315.7122 - logits_profile_predictions_loss: 310.2141 - logcount_predictions_loss: 0.4398 299/1651 [====>.........................] - ETA: 3:07 - loss: 315.7094 - logits_profile_predictions_loss: 310.2106 - logcount_predictions_loss: 0.4399 300/1651 [====>.........................] - ETA: 3:07 - loss: 315.7066 - logits_profile_predictions_loss: 310.2070 - logcount_predictions_loss: 0.4400 301/1651 [====>.........................] - ETA: 3:07 - loss: 315.7042 - logits_profile_predictions_loss: 310.2038 - logcount_predictions_loss: 0.4400 302/1651 [====>.........................] - ETA: 3:07 - loss: 315.7014 - logits_profile_predictions_loss: 310.2003 - logcount_predictions_loss: 0.4401 303/1651 [====>.........................] - ETA: 3:06 - loss: 315.6987 - logits_profile_predictions_loss: 310.1968 - logcount_predictions_loss: 0.4401 304/1651 [====>.........................] - ETA: 3:06 - loss: 315.6963 - logits_profile_predictions_loss: 310.1936 - logcount_predictions_loss: 0.4402 305/1651 [====>.........................] - ETA: 3:06 - loss: 315.6936 - logits_profile_predictions_loss: 310.1901 - logcount_predictions_loss: 0.4403 306/1651 [====>.........................] - ETA: 3:06 - loss: 315.6912 - logits_profile_predictions_loss: 310.1869 - logcount_predictions_loss: 0.4403 307/1651 [====>.........................] - ETA: 3:06 - loss: 315.6888 - logits_profile_predictions_loss: 310.1837 - logcount_predictions_loss: 0.4404 308/1651 [====>.........................] - ETA: 3:06 - loss: 315.6863 - logits_profile_predictions_loss: 310.1804 - logcount_predictions_loss: 0.4405 309/1651 [====>.........................] - ETA: 3:06 - loss: 315.6839 - logits_profile_predictions_loss: 310.1772 - logcount_predictions_loss: 0.4405 310/1651 [====>.........................] - ETA: 3:05 - loss: 315.6815 - logits_profile_predictions_loss: 310.1741 - logcount_predictions_loss: 0.4406 311/1651 [====>.........................] - ETA: 3:05 - loss: 315.6794 - 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[===========================>..] - ETA: 9s - loss: 314.0224 - logits_profile_predictions_loss: 308.3499 - logcount_predictions_loss: 0.4538  1580/1651 [===========================>..] - ETA: 9s - loss: 314.0222 - logits_profile_predictions_loss: 308.3496 - logcount_predictions_loss: 0.4538 1581/1651 [===========================>..] - ETA: 9s - loss: 314.0219 - logits_profile_predictions_loss: 308.3493 - logcount_predictions_loss: 0.4538 1582/1651 [===========================>..] - ETA: 9s - loss: 314.0216 - logits_profile_predictions_loss: 308.3490 - logcount_predictions_loss: 0.4538 1583/1651 [===========================>..] - ETA: 9s - loss: 314.0213 - logits_profile_predictions_loss: 308.3487 - logcount_predictions_loss: 0.4538 1584/1651 [===========================>..] - ETA: 9s - loss: 314.0211 - logits_profile_predictions_loss: 308.3484 - logcount_predictions_loss: 0.4538 1585/1651 [===========================>..] - ETA: 9s - loss: 314.0208 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 314.0131 - logits_profile_predictions_loss: 308.3398 - logcount_predictions_loss: 0.4539 1613/1651 [============================>.] - ETA: 5s - loss: 314.0128 - logits_profile_predictions_loss: 308.3394 - logcount_predictions_loss: 0.4539 1614/1651 [============================>.] - ETA: 5s - loss: 314.0125 - logits_profile_predictions_loss: 308.3391 - logcount_predictions_loss: 0.4539 1615/1651 [============================>.] - ETA: 4s - loss: 314.0123 - logits_profile_predictions_loss: 308.3388 - logcount_predictions_loss: 0.4539 1616/1651 [============================>.] - ETA: 4s - loss: 314.0120 - logits_profile_predictions_loss: 308.3385 - logcount_predictions_loss: 0.4539 1617/1651 [============================>.] - ETA: 4s - loss: 314.0117 - logits_profile_predictions_loss: 308.3382 - logcount_predictions_loss: 0.4539 1618/1651 [============================>.] - ETA: 4s - loss: 314.0114 - logits_profile_predictions_loss: 308.3379 - logcount_predictions_loss: 0.4539 1619/1651 [============================>.] - ETA: 4s - loss: 314.0111 - logits_profile_predictions_loss: 308.3376 - logcount_predictions_loss: 0.4539 1620/1651 [============================>.] - ETA: 4s - loss: 314.0109 - logits_profile_predictions_loss: 308.3373 - logcount_predictions_loss: 0.4539 1621/1651 [============================>.] - ETA: 4s - loss: 314.0106 - logits_profile_predictions_loss: 308.3370 - logcount_predictions_loss: 0.4539 1622/1651 [============================>.] - ETA: 4s - loss: 314.0103 - logits_profile_predictions_loss: 308.3367 - logcount_predictions_loss: 0.4539 1623/1651 [============================>.] - ETA: 3s - loss: 314.0100 - logits_profile_predictions_loss: 308.3364 - logcount_predictions_loss: 0.4539 1624/1651 [============================>.] - ETA: 3s - loss: 314.0097 - logits_profile_predictions_loss: 308.3361 - logcount_predictions_loss: 0.4539 1625/1651 [============================>.] - ETA: 3s - loss: 314.0095 - logits_profile_predictions_loss: 308.3357 - logcount_predictions_loss: 0.4539 1626/1651 [============================>.] - ETA: 3s - loss: 314.0091 - logits_profile_predictions_loss: 308.3354 - logcount_predictions_loss: 0.4539 1627/1651 [============================>.] - ETA: 3s - loss: 314.0089 - logits_profile_predictions_loss: 308.3351 - logcount_predictions_loss: 0.4539 1628/1651 [============================>.] - ETA: 3s - loss: 314.0085 - logits_profile_predictions_loss: 308.3348 - logcount_predictions_loss: 0.4539 1629/1651 [============================>.] - ETA: 3s - loss: 314.0082 - logits_profile_predictions_loss: 308.3344 - logcount_predictions_loss: 0.4539 1630/1651 [============================>.] - ETA: 2s - loss: 314.0079 - logits_profile_predictions_loss: 308.3341 - logcount_predictions_loss: 0.4539 1631/1651 [============================>.] - ETA: 2s - loss: 314.0076 - logits_profile_predictions_loss: 308.3338 - logcount_predictions_loss: 0.4539 1632/1651 [============================>.] - ETA: 2s - loss: 314.0073 - logits_profile_predictions_loss: 308.3334 - logcount_predictions_loss: 0.4539 1633/1651 [============================>.] - ETA: 2s - loss: 314.0070 - logits_profile_predictions_loss: 308.3331 - logcount_predictions_loss: 0.4539 1634/1651 [============================>.] - ETA: 2s - loss: 314.0066 - logits_profile_predictions_loss: 308.3327 - logcount_predictions_loss: 0.4539 1635/1651 [============================>.] - ETA: 2s - loss: 314.0063 - logits_profile_predictions_loss: 308.3323 - logcount_predictions_loss: 0.4539 1636/1651 [============================>.] - ETA: 2s - loss: 314.0060 - logits_profile_predictions_loss: 308.3320 - logcount_predictions_loss: 0.4539 1637/1651 [============================>.] - ETA: 1s - loss: 314.0056 - logits_profile_predictions_loss: 308.3316 - logcount_predictions_loss: 0.4539 1638/1651 [============================>.] - ETA: 1s - loss: 314.0053 - logits_profile_predictions_loss: 308.3313 - logcount_predictions_loss: 0.4539 1639/1651 [============================>.] - ETA: 1s - loss: 314.0050 - logits_profile_predictions_loss: 308.3309 - logcount_predictions_loss: 0.4539 1640/1651 [============================>.] - ETA: 1s - loss: 314.0046 - logits_profile_predictions_loss: 308.3306 - logcount_predictions_loss: 0.4539 1641/1651 [============================>.] - ETA: 1s - loss: 314.0043 - logits_profile_predictions_loss: 308.3302 - logcount_predictions_loss: 0.4539 1642/1651 [============================>.] - ETA: 1s - loss: 314.0039 - logits_profile_predictions_loss: 308.3298 - logcount_predictions_loss: 0.4539 1643/1651 [============================>.] - ETA: 1s - loss: 314.0036 - logits_profile_predictions_loss: 308.3295 - logcount_predictions_loss: 0.4539 1644/1651 [============================>.] - ETA: 0s - loss: 314.0033 - logits_profile_predictions_loss: 308.3291 - logcount_predictions_loss: 0.4539 1645/1651 [============================>.] - ETA: 0s - loss: 314.0029 - logits_profile_predictions_loss: 308.3287 - logcount_predictions_loss: 0.4539 1646/1651 [============================>.] - ETA: 0s - loss: 314.0026 - logits_profile_predictions_loss: 308.3284 - logcount_predictions_loss: 0.4539 1647/1651 [============================>.] - ETA: 0s - loss: 314.0023 - logits_profile_predictions_loss: 308.3280 - logcount_predictions_loss: 0.4539 1648/1651 [============================>.] - ETA: 0s - loss: 314.0019 - logits_profile_predictions_loss: 308.3277 - logcount_predictions_loss: 0.4539 1649/1651 [============================>.] - ETA: 0s - loss: 314.0016 - logits_profile_predictions_loss: 308.3273 - logcount_predictions_loss: 0.4539 1650/1651 [============================>.] - ETA: 0s - loss: 314.0013 - logits_profile_predictions_loss: 308.3270 - logcount_predictions_loss: 0.4539 1651/1651 [==============================] - ETA: 0s - loss: 314.0010 - logits_profile_predictions_loss: 308.3267 - logcount_predictions_loss: 0.4539 1651/1651 [==============================] - 239s 145ms/step - loss: 314.0007 - logits_profile_predictions_loss: 308.3263 - logcount_predictions_loss: 0.4539 - val_loss: 334.9817 - val_logits_profile_predictions_loss: 328.1447 - val_logcount_predictions_loss: 0.5470 Epoch 00010: val_loss did not improve from 334.78836 Epoch 11/50 1/1651 [..............................] - ETA: 4:37 - loss: 322.7953 - logits_profile_predictions_loss: 318.1586 - logcount_predictions_loss: 0.3709 2/1651 [..............................] - ETA: 3:49 - loss: 326.1997 - logits_profile_predictions_loss: 321.1145 - logcount_predictions_loss: 0.4068 3/1651 [..............................] - ETA: 3:49 - loss: 327.8651 - logits_profile_predictions_loss: 322.6365 - logcount_predictions_loss: 0.4183 4/1651 [..............................] - ETA: 3:48 - loss: 327.3747 - logits_profile_predictions_loss: 322.2175 - logcount_predictions_loss: 0.4126 5/1651 [..............................] - ETA: 3:48 - loss: 325.0384 - logits_profile_predictions_loss: 319.8843 - logcount_predictions_loss: 0.4123 6/1651 [..............................] - ETA: 3:48 - loss: 323.3463 - logits_profile_predictions_loss: 318.1907 - logcount_predictions_loss: 0.4124 7/1651 [..............................] - ETA: 3:48 - loss: 323.1331 - logits_profile_predictions_loss: 317.9972 - logcount_predictions_loss: 0.4109 8/1651 [..............................] - ETA: 3:47 - loss: 322.7205 - logits_profile_predictions_loss: 317.5999 - logcount_predictions_loss: 0.4096 9/1651 [..............................] - ETA: 3:47 - loss: 322.0395 - logits_profile_predictions_loss: 316.9303 - logcount_predictions_loss: 0.4087 10/1651 [..............................] - ETA: 3:47 - loss: 321.6332 - logits_profile_predictions_loss: 316.5426 - logcount_predictions_loss: 0.4072 11/1651 [..............................] - ETA: 3:47 - loss: 321.2140 - logits_profile_predictions_loss: 316.1401 - logcount_predictions_loss: 0.4059 12/1651 [..............................] - ETA: 3:47 - loss: 320.7152 - logits_profile_predictions_loss: 315.6522 - logcount_predictions_loss: 0.4050 13/1651 [..............................] - ETA: 3:47 - loss: 320.1461 - logits_profile_predictions_loss: 315.0975 - logcount_predictions_loss: 0.4039 14/1651 [..............................] - ETA: 3:47 - loss: 319.5544 - logits_profile_predictions_loss: 314.5274 - logcount_predictions_loss: 0.4022 15/1651 [..............................] - ETA: 3:46 - loss: 318.9925 - logits_profile_predictions_loss: 313.9849 - logcount_predictions_loss: 0.4006 16/1651 [..............................] - ETA: 3:46 - loss: 318.3807 - logits_profile_predictions_loss: 313.3942 - logcount_predictions_loss: 0.3989 17/1651 [..............................] - ETA: 3:46 - loss: 317.9324 - logits_profile_predictions_loss: 312.9623 - logcount_predictions_loss: 0.3976 18/1651 [..............................] - ETA: 3:46 - loss: 317.6913 - logits_profile_predictions_loss: 312.7363 - logcount_predictions_loss: 0.3964 19/1651 [..............................] - ETA: 3:46 - loss: 317.5134 - logits_profile_predictions_loss: 312.5689 - logcount_predictions_loss: 0.3956 20/1651 [..............................] - ETA: 3:46 - loss: 317.2944 - logits_profile_predictions_loss: 312.3585 - logcount_predictions_loss: 0.3949 21/1651 [..............................] - ETA: 3:46 - loss: 317.1003 - logits_profile_predictions_loss: 312.1709 - logcount_predictions_loss: 0.3943 22/1651 [..............................] - ETA: 3:46 - loss: 316.9424 - logits_profile_predictions_loss: 312.0206 - logcount_predictions_loss: 0.3937 23/1651 [..............................] - ETA: 3:46 - loss: 316.7526 - logits_profile_predictions_loss: 311.8377 - logcount_predictions_loss: 0.3932 24/1651 [..............................] - ETA: 3:45 - loss: 316.6214 - logits_profile_predictions_loss: 311.7154 - logcount_predictions_loss: 0.3925 25/1651 [..............................] - ETA: 3:45 - loss: 316.5373 - logits_profile_predictions_loss: 311.6391 - logcount_predictions_loss: 0.3919 26/1651 [..............................] - ETA: 3:45 - loss: 316.4280 - logits_profile_predictions_loss: 311.5349 - logcount_predictions_loss: 0.3915 27/1651 [..............................] - ETA: 3:45 - loss: 316.3409 - logits_profile_predictions_loss: 311.4515 - logcount_predictions_loss: 0.3912 28/1651 [..............................] - ETA: 3:45 - loss: 316.2113 - logits_profile_predictions_loss: 311.3237 - logcount_predictions_loss: 0.3910 29/1651 [..............................] - ETA: 3:45 - loss: 316.1099 - logits_profile_predictions_loss: 311.2228 - logcount_predictions_loss: 0.3910 30/1651 [..............................] - ETA: 3:44 - loss: 316.0115 - logits_profile_predictions_loss: 311.1229 - logcount_predictions_loss: 0.3911 31/1651 [..............................] - ETA: 3:44 - loss: 315.9194 - logits_profile_predictions_loss: 311.0268 - logcount_predictions_loss: 0.3914 32/1651 [..............................] - ETA: 3:44 - loss: 315.8347 - logits_profile_predictions_loss: 310.9385 - logcount_predictions_loss: 0.3917 33/1651 [..............................] - ETA: 3:44 - loss: 315.7308 - logits_profile_predictions_loss: 310.8293 - logcount_predictions_loss: 0.3921 34/1651 [..............................] - ETA: 3:44 - loss: 315.6298 - logits_profile_predictions_loss: 310.7237 - logcount_predictions_loss: 0.3925 35/1651 [..............................] - ETA: 3:44 - loss: 315.5297 - logits_profile_predictions_loss: 310.6187 - logcount_predictions_loss: 0.3929 36/1651 [..............................] - ETA: 3:44 - loss: 315.4248 - logits_profile_predictions_loss: 310.5087 - logcount_predictions_loss: 0.3933 37/1651 [..............................] - ETA: 3:43 - loss: 315.3483 - logits_profile_predictions_loss: 310.4275 - logcount_predictions_loss: 0.3937 38/1651 [..............................] - ETA: 3:43 - loss: 315.2925 - logits_profile_predictions_loss: 310.3675 - logcount_predictions_loss: 0.3940 39/1651 [..............................] - ETA: 3:43 - loss: 315.2002 - logits_profile_predictions_loss: 310.2695 - logcount_predictions_loss: 0.3945 40/1651 [..............................] - ETA: 3:43 - loss: 315.1093 - logits_profile_predictions_loss: 310.1721 - logcount_predictions_loss: 0.3950 41/1651 [..............................] - ETA: 3:43 - loss: 315.0253 - logits_profile_predictions_loss: 310.0810 - logcount_predictions_loss: 0.3955 42/1651 [..............................] - ETA: 3:43 - loss: 314.9300 - logits_profile_predictions_loss: 309.9790 - logcount_predictions_loss: 0.3961 43/1651 [..............................] - ETA: 3:43 - loss: 314.8342 - logits_profile_predictions_loss: 309.8769 - logcount_predictions_loss: 0.3966 44/1651 [..............................] - ETA: 3:42 - loss: 314.7636 - logits_profile_predictions_loss: 309.8000 - logcount_predictions_loss: 0.3971 45/1651 [..............................] - ETA: 3:42 - loss: 314.6769 - logits_profile_predictions_loss: 309.7074 - logcount_predictions_loss: 0.3976 46/1651 [..............................] - ETA: 3:42 - loss: 314.5967 - logits_profile_predictions_loss: 309.6216 - logcount_predictions_loss: 0.3980 47/1651 [..............................] - ETA: 3:42 - loss: 314.5223 - logits_profile_predictions_loss: 309.5426 - logcount_predictions_loss: 0.3984 48/1651 [..............................] - ETA: 3:42 - loss: 314.4438 - logits_profile_predictions_loss: 309.4597 - logcount_predictions_loss: 0.3987 49/1651 [..............................] - ETA: 3:42 - loss: 314.3548 - logits_profile_predictions_loss: 309.3668 - logcount_predictions_loss: 0.3990 50/1651 [..............................] - ETA: 3:42 - loss: 314.2679 - logits_profile_predictions_loss: 309.2757 - logcount_predictions_loss: 0.3994 51/1651 [..............................] - ETA: 3:42 - loss: 314.1755 - logits_profile_predictions_loss: 309.1795 - logcount_predictions_loss: 0.3997 52/1651 [..............................] - ETA: 3:41 - loss: 314.0881 - logits_profile_predictions_loss: 309.0880 - logcount_predictions_loss: 0.4000 53/1651 [..............................] - ETA: 3:41 - loss: 314.0024 - logits_profile_predictions_loss: 308.9976 - logcount_predictions_loss: 0.4004 54/1651 [..............................] - ETA: 3:41 - loss: 313.9248 - logits_profile_predictions_loss: 308.9161 - logcount_predictions_loss: 0.4007 55/1651 [..............................] - ETA: 3:41 - loss: 313.8376 - logits_profile_predictions_loss: 308.8252 - logcount_predictions_loss: 0.4010 56/1651 [>.............................] - ETA: 3:41 - loss: 313.7522 - logits_profile_predictions_loss: 308.7365 - logcount_predictions_loss: 0.4012 57/1651 [>.............................] - ETA: 3:41 - loss: 313.6618 - logits_profile_predictions_loss: 308.6430 - logcount_predictions_loss: 0.4015 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logits_profile_predictions_loss: 308.2431 - logcount_predictions_loss: 0.4034 65/1651 [>.............................] - ETA: 3:40 - loss: 313.2485 - logits_profile_predictions_loss: 308.2024 - logcount_predictions_loss: 0.4037 66/1651 [>.............................] - ETA: 3:39 - loss: 313.2146 - logits_profile_predictions_loss: 308.1651 - logcount_predictions_loss: 0.4040 67/1651 [>.............................] - ETA: 3:39 - loss: 313.1971 - logits_profile_predictions_loss: 308.1443 - logcount_predictions_loss: 0.4042 68/1651 [>.............................] - ETA: 3:39 - loss: 313.1797 - logits_profile_predictions_loss: 308.1237 - logcount_predictions_loss: 0.4045 69/1651 [>.............................] - ETA: 3:39 - loss: 313.1599 - logits_profile_predictions_loss: 308.1004 - logcount_predictions_loss: 0.4048 70/1651 [>.............................] - ETA: 3:39 - loss: 313.1377 - logits_profile_predictions_loss: 308.0745 - logcount_predictions_loss: 0.4051 71/1651 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logits_profile_predictions_loss: 307.7883 - logcount_predictions_loss: 0.4230 215/1651 [==>...........................] - ETA: 3:19 - loss: 313.0734 - logits_profile_predictions_loss: 307.7862 - logcount_predictions_loss: 0.4230 216/1651 [==>...........................] - ETA: 3:19 - loss: 313.0712 - logits_profile_predictions_loss: 307.7838 - logcount_predictions_loss: 0.4230 217/1651 [==>...........................] - ETA: 3:18 - loss: 313.0688 - logits_profile_predictions_loss: 307.7813 - logcount_predictions_loss: 0.4230 218/1651 [==>...........................] - ETA: 3:18 - loss: 313.0662 - logits_profile_predictions_loss: 307.7785 - logcount_predictions_loss: 0.4230 219/1651 [==>...........................] - ETA: 3:18 - loss: 313.0643 - logits_profile_predictions_loss: 307.7764 - logcount_predictions_loss: 0.4230 220/1651 [==>...........................] - ETA: 3:18 - loss: 313.0617 - logits_profile_predictions_loss: 307.7736 - logcount_predictions_loss: 0.4230 221/1651 [===>..........................] - ETA: 3:18 - loss: 313.0592 - logits_profile_predictions_loss: 307.7709 - logcount_predictions_loss: 0.4231 222/1651 [===>..........................] - ETA: 3:18 - loss: 313.0559 - logits_profile_predictions_loss: 307.7675 - logcount_predictions_loss: 0.4231 223/1651 [===>..........................] - ETA: 3:18 - loss: 313.0525 - logits_profile_predictions_loss: 307.7640 - logcount_predictions_loss: 0.4231 224/1651 [===>..........................] - ETA: 3:17 - loss: 313.0496 - logits_profile_predictions_loss: 307.7608 - logcount_predictions_loss: 0.4231 225/1651 [===>..........................] - ETA: 3:17 - loss: 313.0467 - logits_profile_predictions_loss: 307.7578 - logcount_predictions_loss: 0.4231 226/1651 [===>..........................] - ETA: 3:17 - loss: 313.0439 - logits_profile_predictions_loss: 307.7548 - logcount_predictions_loss: 0.4231 227/1651 [===>..........................] - ETA: 3:17 - loss: 313.0413 - logits_profile_predictions_loss: 307.7520 - logcount_predictions_loss: 0.4231 228/1651 [===>..........................] - ETA: 3:17 - loss: 313.0392 - logits_profile_predictions_loss: 307.7498 - logcount_predictions_loss: 0.4232 229/1651 [===>..........................] - ETA: 3:17 - loss: 313.0374 - logits_profile_predictions_loss: 307.7479 - logcount_predictions_loss: 0.4232 230/1651 [===>..........................] - ETA: 3:17 - loss: 313.0353 - logits_profile_predictions_loss: 307.7456 - logcount_predictions_loss: 0.4232 231/1651 [===>..........................] - ETA: 3:16 - loss: 313.0335 - logits_profile_predictions_loss: 307.7437 - logcount_predictions_loss: 0.4232 232/1651 [===>..........................] - ETA: 3:16 - loss: 313.0318 - logits_profile_predictions_loss: 307.7419 - logcount_predictions_loss: 0.4232 233/1651 [===>..........................] - ETA: 3:16 - loss: 313.0306 - logits_profile_predictions_loss: 307.7406 - logcount_predictions_loss: 0.4232 234/1651 [===>..........................] - ETA: 3:16 - loss: 313.0286 - logits_profile_predictions_loss: 307.7385 - logcount_predictions_loss: 0.4232 235/1651 [===>..........................] - ETA: 3:16 - loss: 313.0261 - logits_profile_predictions_loss: 307.7359 - logcount_predictions_loss: 0.4232 236/1651 [===>..........................] - ETA: 3:16 - loss: 313.0236 - logits_profile_predictions_loss: 307.7334 - logcount_predictions_loss: 0.4232 237/1651 [===>..........................] - ETA: 3:16 - loss: 313.0210 - logits_profile_predictions_loss: 307.7306 - logcount_predictions_loss: 0.4232 238/1651 [===>..........................] - ETA: 3:15 - loss: 313.0186 - logits_profile_predictions_loss: 307.7282 - logcount_predictions_loss: 0.4232 239/1651 [===>..........................] - ETA: 3:15 - loss: 313.0168 - logits_profile_predictions_loss: 307.7264 - logcount_predictions_loss: 0.4232 240/1651 [===>..........................] - ETA: 3:15 - loss: 313.0151 - logits_profile_predictions_loss: 307.7247 - logcount_predictions_loss: 0.4232 241/1651 [===>..........................] - ETA: 3:15 - loss: 313.0124 - logits_profile_predictions_loss: 307.7220 - logcount_predictions_loss: 0.4232 242/1651 [===>..........................] - ETA: 3:15 - loss: 313.0093 - logits_profile_predictions_loss: 307.7189 - logcount_predictions_loss: 0.4232 243/1651 [===>..........................] - ETA: 3:15 - loss: 313.0061 - logits_profile_predictions_loss: 307.7155 - logcount_predictions_loss: 0.4232 244/1651 [===>..........................] - ETA: 3:15 - loss: 313.0027 - logits_profile_predictions_loss: 307.7121 - logcount_predictions_loss: 0.4232 245/1651 [===>..........................] - ETA: 3:15 - loss: 312.9994 - logits_profile_predictions_loss: 307.7087 - logcount_predictions_loss: 0.4233 246/1651 [===>..........................] - ETA: 3:14 - loss: 312.9962 - logits_profile_predictions_loss: 307.7055 - logcount_predictions_loss: 0.4233 247/1651 [===>..........................] - ETA: 3:14 - loss: 312.9934 - logits_profile_predictions_loss: 307.7026 - logcount_predictions_loss: 0.4233 248/1651 [===>..........................] - ETA: 3:14 - loss: 312.9905 - logits_profile_predictions_loss: 307.6996 - logcount_predictions_loss: 0.4233 249/1651 [===>..........................] - ETA: 3:14 - loss: 312.9876 - logits_profile_predictions_loss: 307.6966 - logcount_predictions_loss: 0.4233 250/1651 [===>..........................] - ETA: 3:14 - loss: 312.9844 - logits_profile_predictions_loss: 307.6934 - logcount_predictions_loss: 0.4233 251/1651 [===>..........................] - ETA: 3:14 - loss: 312.9812 - logits_profile_predictions_loss: 307.6902 - logcount_predictions_loss: 0.4233 252/1651 [===>..........................] - ETA: 3:14 - loss: 312.9781 - logits_profile_predictions_loss: 307.6870 - logcount_predictions_loss: 0.4233 253/1651 [===>..........................] - ETA: 3:13 - loss: 312.9749 - logits_profile_predictions_loss: 307.6837 - logcount_predictions_loss: 0.4233 254/1651 [===>..........................] - ETA: 3:13 - loss: 312.9716 - logits_profile_predictions_loss: 307.6803 - logcount_predictions_loss: 0.4233 255/1651 [===>..........................] - ETA: 3:13 - loss: 312.9685 - logits_profile_predictions_loss: 307.6771 - logcount_predictions_loss: 0.4233 256/1651 [===>..........................] - ETA: 3:13 - loss: 312.9650 - logits_profile_predictions_loss: 307.6734 - logcount_predictions_loss: 0.4233 257/1651 [===>..........................] - ETA: 3:13 - loss: 312.9614 - logits_profile_predictions_loss: 307.6697 - logcount_predictions_loss: 0.4233 258/1651 [===>..........................] - ETA: 3:13 - loss: 312.9577 - logits_profile_predictions_loss: 307.6659 - logcount_predictions_loss: 0.4233 259/1651 [===>..........................] - ETA: 3:13 - loss: 312.9541 - logits_profile_predictions_loss: 307.6620 - logcount_predictions_loss: 0.4234 260/1651 [===>..........................] - ETA: 3:12 - loss: 312.9503 - logits_profile_predictions_loss: 307.6582 - logcount_predictions_loss: 0.4234 261/1651 [===>..........................] - ETA: 3:12 - loss: 312.9474 - logits_profile_predictions_loss: 307.6551 - logcount_predictions_loss: 0.4234 262/1651 [===>..........................] - ETA: 3:12 - loss: 312.9447 - logits_profile_predictions_loss: 307.6522 - logcount_predictions_loss: 0.4234 263/1651 [===>..........................] - ETA: 3:12 - loss: 312.9419 - logits_profile_predictions_loss: 307.6493 - logcount_predictions_loss: 0.4234 264/1651 [===>..........................] - ETA: 3:12 - loss: 312.9387 - logits_profile_predictions_loss: 307.6460 - logcount_predictions_loss: 0.4234 265/1651 [===>..........................] - ETA: 3:12 - loss: 312.9361 - logits_profile_predictions_loss: 307.6432 - logcount_predictions_loss: 0.4234 266/1651 [===>..........................] - ETA: 3:12 - loss: 312.9336 - logits_profile_predictions_loss: 307.6406 - logcount_predictions_loss: 0.4234 267/1651 [===>..........................] - ETA: 3:12 - loss: 312.9314 - logits_profile_predictions_loss: 307.6382 - logcount_predictions_loss: 0.4235 268/1651 [===>..........................] - ETA: 3:11 - loss: 312.9298 - logits_profile_predictions_loss: 307.6365 - logcount_predictions_loss: 0.4235 269/1651 [===>..........................] - ETA: 3:11 - loss: 312.9280 - logits_profile_predictions_loss: 307.6346 - logcount_predictions_loss: 0.4235 270/1651 [===>..........................] - ETA: 3:11 - loss: 312.9262 - logits_profile_predictions_loss: 307.6326 - logcount_predictions_loss: 0.4235 271/1651 [===>..........................] - ETA: 3:11 - loss: 312.9246 - logits_profile_predictions_loss: 307.6309 - logcount_predictions_loss: 0.4235 272/1651 [===>..........................] - ETA: 3:11 - loss: 312.9227 - logits_profile_predictions_loss: 307.6289 - logcount_predictions_loss: 0.4235 273/1651 [===>..........................] - ETA: 3:11 - loss: 312.9207 - logits_profile_predictions_loss: 307.6268 - logcount_predictions_loss: 0.4235 274/1651 [===>..........................] - ETA: 3:11 - loss: 312.9186 - logits_profile_predictions_loss: 307.6246 - logcount_predictions_loss: 0.4235 275/1651 [===>..........................] - ETA: 3:10 - loss: 312.9170 - logits_profile_predictions_loss: 307.6228 - logcount_predictions_loss: 0.4235 276/1651 [====>.........................] - ETA: 3:10 - loss: 312.9149 - logits_profile_predictions_loss: 307.6205 - logcount_predictions_loss: 0.4235 277/1651 [====>.........................] - ETA: 3:10 - loss: 312.9125 - logits_profile_predictions_loss: 307.6180 - logcount_predictions_loss: 0.4236 278/1651 [====>.........................] - ETA: 3:10 - loss: 312.9097 - logits_profile_predictions_loss: 307.6151 - logcount_predictions_loss: 0.4236 279/1651 [====>.........................] - ETA: 3:10 - loss: 312.9070 - logits_profile_predictions_loss: 307.6123 - logcount_predictions_loss: 0.4236 280/1651 [====>.........................] - ETA: 3:10 - loss: 312.9042 - logits_profile_predictions_loss: 307.6094 - logcount_predictions_loss: 0.4236 281/1651 [====>.........................] - ETA: 3:10 - loss: 312.9013 - logits_profile_predictions_loss: 307.6063 - logcount_predictions_loss: 0.4236 282/1651 [====>.........................] - ETA: 3:09 - loss: 312.8983 - logits_profile_predictions_loss: 307.6032 - logcount_predictions_loss: 0.4236 283/1651 [====>.........................] - ETA: 3:09 - loss: 312.8953 - logits_profile_predictions_loss: 307.6001 - logcount_predictions_loss: 0.4236 284/1651 [====>.........................] - ETA: 3:09 - loss: 312.8924 - logits_profile_predictions_loss: 307.5971 - logcount_predictions_loss: 0.4236 285/1651 [====>.........................] - ETA: 3:09 - loss: 312.8892 - logits_profile_predictions_loss: 307.5938 - logcount_predictions_loss: 0.4236 286/1651 [====>.........................] - ETA: 3:09 - loss: 312.8861 - logits_profile_predictions_loss: 307.5906 - logcount_predictions_loss: 0.4236 287/1651 [====>.........................] - ETA: 3:09 - loss: 312.8830 - logits_profile_predictions_loss: 307.5874 - logcount_predictions_loss: 0.4237 288/1651 [====>.........................] - ETA: 3:09 - loss: 312.8798 - logits_profile_predictions_loss: 307.5840 - logcount_predictions_loss: 0.4237 289/1651 [====>.........................] - ETA: 3:08 - loss: 312.8767 - logits_profile_predictions_loss: 307.5808 - logcount_predictions_loss: 0.4237 290/1651 [====>.........................] - ETA: 3:08 - loss: 312.8740 - logits_profile_predictions_loss: 307.5780 - logcount_predictions_loss: 0.4237 291/1651 [====>.........................] - ETA: 3:08 - loss: 312.8716 - logits_profile_predictions_loss: 307.5755 - logcount_predictions_loss: 0.4237 292/1651 [====>.........................] - ETA: 3:08 - loss: 312.8692 - logits_profile_predictions_loss: 307.5730 - logcount_predictions_loss: 0.4237 293/1651 [====>.........................] - ETA: 3:08 - loss: 312.8669 - logits_profile_predictions_loss: 307.5706 - logcount_predictions_loss: 0.4237 294/1651 [====>.........................] - ETA: 3:08 - loss: 312.8646 - logits_profile_predictions_loss: 307.5682 - logcount_predictions_loss: 0.4237 295/1651 [====>.........................] - ETA: 3:08 - loss: 312.8622 - logits_profile_predictions_loss: 307.5657 - logcount_predictions_loss: 0.4237 296/1651 [====>.........................] - ETA: 3:07 - loss: 312.8596 - logits_profile_predictions_loss: 307.5630 - logcount_predictions_loss: 0.4237 297/1651 [====>.........................] - ETA: 3:07 - loss: 312.8567 - logits_profile_predictions_loss: 307.5600 - logcount_predictions_loss: 0.4237 298/1651 [====>.........................] - ETA: 3:07 - loss: 312.8535 - logits_profile_predictions_loss: 307.5566 - logcount_predictions_loss: 0.4237 299/1651 [====>.........................] - ETA: 3:07 - loss: 312.8501 - logits_profile_predictions_loss: 307.5532 - logcount_predictions_loss: 0.4238 300/1651 [====>.........................] - ETA: 3:07 - loss: 312.8467 - logits_profile_predictions_loss: 307.5497 - logcount_predictions_loss: 0.4238 301/1651 [====>.........................] - ETA: 3:07 - loss: 312.8435 - logits_profile_predictions_loss: 307.5463 - logcount_predictions_loss: 0.4238 302/1651 [====>.........................] - ETA: 3:07 - loss: 312.8403 - logits_profile_predictions_loss: 307.5431 - logcount_predictions_loss: 0.4238 303/1651 [====>.........................] - ETA: 3:07 - loss: 312.8373 - logits_profile_predictions_loss: 307.5400 - logcount_predictions_loss: 0.4238 304/1651 [====>.........................] - ETA: 3:06 - loss: 312.8343 - logits_profile_predictions_loss: 307.5368 - logcount_predictions_loss: 0.4238 305/1651 [====>.........................] - ETA: 3:06 - loss: 312.8319 - logits_profile_predictions_loss: 307.5343 - logcount_predictions_loss: 0.4238 306/1651 [====>.........................] - ETA: 3:06 - loss: 312.8292 - logits_profile_predictions_loss: 307.5316 - logcount_predictions_loss: 0.4238 307/1651 [====>.........................] - ETA: 3:06 - loss: 312.8267 - logits_profile_predictions_loss: 307.5290 - logcount_predictions_loss: 0.4238 308/1651 [====>.........................] - ETA: 3:06 - loss: 312.8243 - logits_profile_predictions_loss: 307.5266 - logcount_predictions_loss: 0.4238 309/1651 [====>.........................] - ETA: 3:06 - loss: 312.8217 - logits_profile_predictions_loss: 307.5239 - logcount_predictions_loss: 0.4238 310/1651 [====>.........................] - ETA: 3:06 - loss: 312.8189 - logits_profile_predictions_loss: 307.5210 - logcount_predictions_loss: 0.4238 311/1651 [====>.........................] - ETA: 3:05 - loss: 312.8162 - logits_profile_predictions_loss: 307.5182 - logcount_predictions_loss: 0.4238 312/1651 [====>.........................] - ETA: 3:05 - loss: 312.8132 - logits_profile_predictions_loss: 307.5151 - logcount_predictions_loss: 0.4238 313/1651 [====>.........................] - ETA: 3:05 - loss: 312.8102 - logits_profile_predictions_loss: 307.5121 - logcount_predictions_loss: 0.4238 314/1651 [====>.........................] - ETA: 3:05 - loss: 312.8071 - logits_profile_predictions_loss: 307.5089 - logcount_predictions_loss: 0.4239 315/1651 [====>.........................] - ETA: 3:05 - loss: 312.8036 - logits_profile_predictions_loss: 307.5054 - logcount_predictions_loss: 0.4239 316/1651 [====>.........................] - ETA: 3:05 - loss: 312.8001 - logits_profile_predictions_loss: 307.5018 - logcount_predictions_loss: 0.4239 317/1651 [====>.........................] - ETA: 3:05 - loss: 312.7963 - logits_profile_predictions_loss: 307.4979 - logcount_predictions_loss: 0.4239 318/1651 [====>.........................] - ETA: 3:04 - loss: 312.7922 - logits_profile_predictions_loss: 307.4938 - logcount_predictions_loss: 0.4239 319/1651 [====>.........................] - ETA: 3:04 - loss: 312.7878 - logits_profile_predictions_loss: 307.4893 - logcount_predictions_loss: 0.4239 320/1651 [====>.........................] - ETA: 3:04 - loss: 312.7837 - logits_profile_predictions_loss: 307.4851 - logcount_predictions_loss: 0.4239 321/1651 [====>.........................] - ETA: 3:04 - loss: 312.7795 - logits_profile_predictions_loss: 307.4809 - logcount_predictions_loss: 0.4239 322/1651 [====>.........................] - ETA: 3:04 - loss: 312.7754 - logits_profile_predictions_loss: 307.4766 - logcount_predictions_loss: 0.4239 323/1651 [====>.........................] - ETA: 3:04 - loss: 312.7709 - logits_profile_predictions_loss: 307.4720 - logcount_predictions_loss: 0.4239 324/1651 [====>.........................] - ETA: 3:04 - loss: 312.7665 - logits_profile_predictions_loss: 307.4676 - logcount_predictions_loss: 0.4239 325/1651 [====>.........................] - ETA: 3:03 - loss: 312.7623 - logits_profile_predictions_loss: 307.4633 - logcount_predictions_loss: 0.4239 326/1651 [====>.........................] - ETA: 3:03 - loss: 312.7583 - logits_profile_predictions_loss: 307.4592 - logcount_predictions_loss: 0.4239 327/1651 [====>.........................] - ETA: 3:03 - loss: 312.7541 - logits_profile_predictions_loss: 307.4549 - logcount_predictions_loss: 0.4239 328/1651 [====>.........................] - ETA: 3:03 - loss: 312.7498 - logits_profile_predictions_loss: 307.4506 - logcount_predictions_loss: 0.4239 329/1651 [====>.........................] - ETA: 3:03 - loss: 312.7456 - logits_profile_predictions_loss: 307.4463 - logcount_predictions_loss: 0.4239 330/1651 [====>.........................] - ETA: 3:03 - loss: 312.7408 - logits_profile_predictions_loss: 307.4414 - logcount_predictions_loss: 0.4239 331/1651 [=====>........................] - ETA: 3:03 - loss: 312.7362 - logits_profile_predictions_loss: 307.4368 - logcount_predictions_loss: 0.4240 332/1651 [=====>........................] - ETA: 3:02 - loss: 312.7317 - logits_profile_predictions_loss: 307.4322 - logcount_predictions_loss: 0.4240 333/1651 [=====>........................] - ETA: 3:02 - loss: 312.7270 - logits_profile_predictions_loss: 307.4275 - logcount_predictions_loss: 0.4240 334/1651 [=====>........................] - ETA: 3:02 - loss: 312.7225 - logits_profile_predictions_loss: 307.4229 - logcount_predictions_loss: 0.4240 335/1651 [=====>........................] - ETA: 3:02 - loss: 312.7184 - logits_profile_predictions_loss: 307.4188 - logcount_predictions_loss: 0.4240 336/1651 [=====>........................] - ETA: 3:02 - loss: 312.7145 - logits_profile_predictions_loss: 307.4147 - logcount_predictions_loss: 0.4240 337/1651 [=====>........................] - ETA: 3:02 - loss: 312.7106 - logits_profile_predictions_loss: 307.4109 - logcount_predictions_loss: 0.4240 338/1651 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[============================>.] - ETA: 1s - loss: 312.0269 - logits_profile_predictions_loss: 306.6207 - logcount_predictions_loss: 0.4325 1640/1651 [============================>.] - ETA: 1s - loss: 312.0269 - logits_profile_predictions_loss: 306.6208 - logcount_predictions_loss: 0.4325 1641/1651 [============================>.] - ETA: 1s - loss: 312.0270 - logits_profile_predictions_loss: 306.6208 - logcount_predictions_loss: 0.4325 1642/1651 [============================>.] - ETA: 1s - loss: 312.0271 - logits_profile_predictions_loss: 306.6209 - logcount_predictions_loss: 0.4325 1643/1651 [============================>.] - ETA: 1s - loss: 312.0271 - logits_profile_predictions_loss: 306.6209 - logcount_predictions_loss: 0.4325 1644/1651 [============================>.] - ETA: 0s - loss: 312.0272 - logits_profile_predictions_loss: 306.6210 - logcount_predictions_loss: 0.4325 1645/1651 [============================>.] - ETA: 0s - loss: 312.0273 - logits_profile_predictions_loss: 306.6211 - logcount_predictions_loss: 0.4325 1646/1651 [============================>.] - ETA: 0s - loss: 312.0274 - logits_profile_predictions_loss: 306.6211 - logcount_predictions_loss: 0.4325 1647/1651 [============================>.] - ETA: 0s - loss: 312.0274 - logits_profile_predictions_loss: 306.6212 - logcount_predictions_loss: 0.4325 1648/1651 [============================>.] - ETA: 0s - loss: 312.0275 - logits_profile_predictions_loss: 306.6212 - logcount_predictions_loss: 0.4325 1649/1651 [============================>.] - ETA: 0s - loss: 312.0275 - logits_profile_predictions_loss: 306.6212 - logcount_predictions_loss: 0.4325 1650/1651 [============================>.] - ETA: 0s - loss: 312.0276 - logits_profile_predictions_loss: 306.6213 - logcount_predictions_loss: 0.4325 1651/1651 [==============================] - ETA: 0s - loss: 312.0276 - logits_profile_predictions_loss: 306.6213 - logcount_predictions_loss: 0.4325 1651/1651 [==============================] - 239s 145ms/step - loss: 312.0277 - logits_profile_predictions_loss: 306.6214 - logcount_predictions_loss: 0.4325 - val_loss: 334.3628 - val_logits_profile_predictions_loss: 328.1212 - val_logcount_predictions_loss: 0.4993 Epoch 00011: val_loss improved from 334.78836 to 334.36279, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4/chrombpnet.h5 Epoch 12/50 1/1651 [..............................] - ETA: 4:24 - loss: 344.9804 - logits_profile_predictions_loss: 340.6958 - logcount_predictions_loss: 0.3428 2/1651 [..............................] - ETA: 3:49 - loss: 340.6662 - logits_profile_predictions_loss: 336.3351 - logcount_predictions_loss: 0.3465 3/1651 [..............................] - ETA: 3:48 - loss: 336.3693 - logits_profile_predictions_loss: 331.9573 - logcount_predictions_loss: 0.3530 4/1651 [..............................] - ETA: 3:48 - loss: 333.9028 - logits_profile_predictions_loss: 329.3585 - logcount_predictions_loss: 0.3635 5/1651 [..............................] - ETA: 3:48 - loss: 329.6915 - logits_profile_predictions_loss: 325.0464 - logcount_predictions_loss: 0.3716 6/1651 [..............................] - ETA: 3:48 - loss: 326.7473 - logits_profile_predictions_loss: 322.0788 - logcount_predictions_loss: 0.3735 7/1651 [..............................] - ETA: 3:47 - loss: 324.4025 - logits_profile_predictions_loss: 319.6968 - logcount_predictions_loss: 0.3765 8/1651 [..............................] - ETA: 3:47 - loss: 322.7606 - logits_profile_predictions_loss: 318.0321 - logcount_predictions_loss: 0.3783 9/1651 [..............................] - ETA: 3:47 - loss: 321.7452 - logits_profile_predictions_loss: 317.0090 - logcount_predictions_loss: 0.3789 10/1651 [..............................] - ETA: 3:47 - loss: 320.5794 - logits_profile_predictions_loss: 315.8243 - logcount_predictions_loss: 0.3804 11/1651 [..............................] - ETA: 3:47 - loss: 319.5531 - logits_profile_predictions_loss: 314.7912 - logcount_predictions_loss: 0.3809 12/1651 [..............................] - ETA: 3:47 - loss: 318.5753 - logits_profile_predictions_loss: 313.8151 - logcount_predictions_loss: 0.3808 13/1651 [..............................] - ETA: 3:47 - loss: 317.8215 - logits_profile_predictions_loss: 313.0598 - logcount_predictions_loss: 0.3809 14/1651 [..............................] - ETA: 3:46 - loss: 317.3555 - logits_profile_predictions_loss: 312.5894 - logcount_predictions_loss: 0.3813 15/1651 [..............................] - ETA: 3:46 - loss: 317.0293 - logits_profile_predictions_loss: 312.2552 - logcount_predictions_loss: 0.3819 16/1651 [..............................] - ETA: 3:46 - loss: 316.7810 - logits_profile_predictions_loss: 312.0041 - logcount_predictions_loss: 0.3822 17/1651 [..............................] - ETA: 3:46 - loss: 316.4548 - logits_profile_predictions_loss: 311.6786 - logcount_predictions_loss: 0.3821 18/1651 [..............................] - ETA: 3:46 - loss: 316.2850 - logits_profile_predictions_loss: 311.5109 - logcount_predictions_loss: 0.3819 19/1651 [..............................] - ETA: 3:46 - loss: 316.1820 - logits_profile_predictions_loss: 311.4048 - logcount_predictions_loss: 0.3822 20/1651 [..............................] - ETA: 3:46 - loss: 315.9197 - logits_profile_predictions_loss: 311.1369 - logcount_predictions_loss: 0.3826 21/1651 [..............................] - ETA: 3:46 - loss: 315.7205 - logits_profile_predictions_loss: 310.9312 - logcount_predictions_loss: 0.3831 22/1651 [..............................] - ETA: 3:45 - loss: 315.5416 - logits_profile_predictions_loss: 310.7451 - logcount_predictions_loss: 0.3837 23/1651 [..............................] - ETA: 3:46 - loss: 315.4130 - logits_profile_predictions_loss: 310.6099 - logcount_predictions_loss: 0.3843 24/1651 [..............................] - ETA: 3:46 - loss: 315.3109 - logits_profile_predictions_loss: 310.5036 - logcount_predictions_loss: 0.3846 25/1651 [..............................] - ETA: 3:46 - loss: 315.1958 - logits_profile_predictions_loss: 310.3854 - logcount_predictions_loss: 0.3848 26/1651 [..............................] - ETA: 3:45 - loss: 315.0593 - logits_profile_predictions_loss: 310.2466 - logcount_predictions_loss: 0.3850 27/1651 [..............................] - ETA: 3:45 - loss: 314.8975 - logits_profile_predictions_loss: 310.0847 - logcount_predictions_loss: 0.3850 28/1651 [..............................] - ETA: 3:45 - loss: 314.7505 - logits_profile_predictions_loss: 309.9387 - logcount_predictions_loss: 0.3849 29/1651 [..............................] - ETA: 3:45 - loss: 314.6213 - logits_profile_predictions_loss: 309.8088 - logcount_predictions_loss: 0.3850 30/1651 [..............................] - ETA: 3:45 - loss: 314.4874 - logits_profile_predictions_loss: 309.6717 - logcount_predictions_loss: 0.3853 31/1651 [..............................] - ETA: 3:45 - 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38/1651 [..............................] - ETA: 3:44 - loss: 313.6566 - logits_profile_predictions_loss: 308.8100 - logcount_predictions_loss: 0.3877 39/1651 [..............................] - ETA: 3:43 - loss: 313.5327 - logits_profile_predictions_loss: 308.6819 - logcount_predictions_loss: 0.3881 40/1651 [..............................] - ETA: 3:43 - loss: 313.4150 - logits_profile_predictions_loss: 308.5605 - logcount_predictions_loss: 0.3884 41/1651 [..............................] - ETA: 3:43 - loss: 313.3225 - logits_profile_predictions_loss: 308.4643 - logcount_predictions_loss: 0.3887 42/1651 [..............................] - ETA: 3:43 - loss: 313.2384 - logits_profile_predictions_loss: 308.3767 - logcount_predictions_loss: 0.3889 43/1651 [..............................] - ETA: 3:43 - loss: 313.1608 - logits_profile_predictions_loss: 308.2962 - logcount_predictions_loss: 0.3892 44/1651 [..............................] - ETA: 3:43 - loss: 313.0828 - logits_profile_predictions_loss: 308.2150 - logcount_predictions_loss: 0.3894 45/1651 [..............................] - ETA: 3:43 - loss: 313.0008 - logits_profile_predictions_loss: 308.1299 - logcount_predictions_loss: 0.3897 46/1651 [..............................] - ETA: 3:42 - loss: 312.9322 - logits_profile_predictions_loss: 308.0578 - logcount_predictions_loss: 0.3900 47/1651 [..............................] - ETA: 3:42 - loss: 312.8658 - logits_profile_predictions_loss: 307.9873 - logcount_predictions_loss: 0.3903 48/1651 [..............................] - ETA: 3:42 - loss: 312.7995 - logits_profile_predictions_loss: 307.9168 - logcount_predictions_loss: 0.3906 49/1651 [..............................] - ETA: 3:42 - loss: 312.7315 - logits_profile_predictions_loss: 307.8440 - logcount_predictions_loss: 0.3910 50/1651 [..............................] - ETA: 3:42 - loss: 312.6679 - logits_profile_predictions_loss: 307.7750 - logcount_predictions_loss: 0.3914 51/1651 [..............................] - ETA: 3:42 - loss: 312.6287 - logits_profile_predictions_loss: 307.7307 - logcount_predictions_loss: 0.3918 52/1651 [..............................] - ETA: 3:42 - loss: 312.5913 - logits_profile_predictions_loss: 307.6882 - logcount_predictions_loss: 0.3922 53/1651 [..............................] - ETA: 3:41 - loss: 312.5689 - logits_profile_predictions_loss: 307.6611 - logcount_predictions_loss: 0.3926 54/1651 [..............................] - ETA: 3:41 - loss: 312.5597 - logits_profile_predictions_loss: 307.6475 - logcount_predictions_loss: 0.3930 55/1651 [..............................] - ETA: 3:41 - loss: 312.5621 - logits_profile_predictions_loss: 307.6453 - logcount_predictions_loss: 0.3933 56/1651 [>.............................] - ETA: 3:41 - loss: 312.5651 - logits_profile_predictions_loss: 307.6437 - logcount_predictions_loss: 0.3937 57/1651 [>.............................] - ETA: 3:41 - loss: 312.5648 - logits_profile_predictions_loss: 307.6391 - logcount_predictions_loss: 0.3941 58/1651 [>.............................] - ETA: 3:41 - loss: 312.5658 - logits_profile_predictions_loss: 307.6356 - logcount_predictions_loss: 0.3944 59/1651 [>.............................] - ETA: 3:41 - loss: 312.5570 - logits_profile_predictions_loss: 307.6226 - logcount_predictions_loss: 0.3948 60/1651 [>.............................] - ETA: 3:40 - loss: 312.5371 - logits_profile_predictions_loss: 307.5987 - logcount_predictions_loss: 0.3951 61/1651 [>.............................] - ETA: 3:40 - loss: 312.5159 - logits_profile_predictions_loss: 307.5733 - logcount_predictions_loss: 0.3954 62/1651 [>.............................] - ETA: 3:40 - loss: 312.4882 - logits_profile_predictions_loss: 307.5418 - logcount_predictions_loss: 0.3957 63/1651 [>.............................] - ETA: 3:40 - loss: 312.4549 - logits_profile_predictions_loss: 307.5042 - logcount_predictions_loss: 0.3961 64/1651 [>.............................] - ETA: 3:40 - 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[>.............................] - ETA: 3:37 - loss: 311.9403 - logits_profile_predictions_loss: 306.9487 - logcount_predictions_loss: 0.3993 85/1651 [>.............................] - ETA: 3:37 - loss: 311.9139 - logits_profile_predictions_loss: 306.9212 - logcount_predictions_loss: 0.3994 86/1651 [>.............................] - ETA: 3:37 - loss: 311.8919 - logits_profile_predictions_loss: 306.8980 - logcount_predictions_loss: 0.3995 87/1651 [>.............................] - ETA: 3:37 - loss: 311.8745 - logits_profile_predictions_loss: 306.8797 - logcount_predictions_loss: 0.3996 88/1651 [>.............................] - ETA: 3:36 - loss: 311.8565 - logits_profile_predictions_loss: 306.8604 - logcount_predictions_loss: 0.3997 89/1651 [>.............................] - ETA: 3:36 - loss: 311.8387 - logits_profile_predictions_loss: 306.8414 - logcount_predictions_loss: 0.3998 90/1651 [>.............................] - ETA: 3:36 - loss: 311.8188 - logits_profile_predictions_loss: 306.8204 - logcount_predictions_loss: 0.3999 91/1651 [>.............................] - ETA: 3:36 - loss: 311.7969 - logits_profile_predictions_loss: 306.7975 - logcount_predictions_loss: 0.4000 92/1651 [>.............................] - ETA: 3:36 - loss: 311.7712 - logits_profile_predictions_loss: 306.7707 - logcount_predictions_loss: 0.4000 93/1651 [>.............................] - ETA: 3:36 - loss: 311.7408 - logits_profile_predictions_loss: 306.7393 - logcount_predictions_loss: 0.4001 94/1651 [>.............................] - ETA: 3:36 - loss: 311.7111 - logits_profile_predictions_loss: 306.7089 - logcount_predictions_loss: 0.4002 95/1651 [>.............................] - ETA: 3:35 - loss: 311.6817 - logits_profile_predictions_loss: 306.6789 - logcount_predictions_loss: 0.4002 96/1651 [>.............................] - ETA: 3:35 - loss: 311.6535 - logits_profile_predictions_loss: 306.6502 - logcount_predictions_loss: 0.4003 97/1651 [>.............................] - ETA: 3:35 - 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logits_profile_predictions_loss: 306.3359 - logcount_predictions_loss: 0.4005 111/1651 [=>............................] - ETA: 3:33 - loss: 311.3289 - logits_profile_predictions_loss: 306.3217 - logcount_predictions_loss: 0.4006 112/1651 [=>............................] - ETA: 3:33 - loss: 311.3135 - logits_profile_predictions_loss: 306.3057 - logcount_predictions_loss: 0.4006 113/1651 [=>............................] - ETA: 3:33 - loss: 311.2995 - logits_profile_predictions_loss: 306.2911 - logcount_predictions_loss: 0.4007 114/1651 [=>............................] - ETA: 3:33 - loss: 311.2851 - logits_profile_predictions_loss: 306.2761 - logcount_predictions_loss: 0.4007 115/1651 [=>............................] - ETA: 3:33 - loss: 311.2717 - logits_profile_predictions_loss: 306.2620 - logcount_predictions_loss: 0.4008 116/1651 [=>............................] - ETA: 3:33 - loss: 311.2608 - logits_profile_predictions_loss: 306.2506 - logcount_predictions_loss: 0.4008 117/1651 [=>............................] - ETA: 3:32 - loss: 311.2493 - logits_profile_predictions_loss: 306.2386 - logcount_predictions_loss: 0.4009 118/1651 [=>............................] - ETA: 3:32 - loss: 311.2350 - logits_profile_predictions_loss: 306.2235 - logcount_predictions_loss: 0.4009 119/1651 [=>............................] - ETA: 3:32 - loss: 311.2199 - logits_profile_predictions_loss: 306.2079 - logcount_predictions_loss: 0.4010 120/1651 [=>............................] - ETA: 3:32 - loss: 311.2034 - logits_profile_predictions_loss: 306.1908 - logcount_predictions_loss: 0.4010 121/1651 [=>............................] - ETA: 3:32 - loss: 311.1865 - logits_profile_predictions_loss: 306.1733 - logcount_predictions_loss: 0.4011 122/1651 [=>............................] - ETA: 3:32 - loss: 311.1732 - logits_profile_predictions_loss: 306.1595 - logcount_predictions_loss: 0.4011 123/1651 [=>............................] - ETA: 3:32 - loss: 311.1588 - 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[=>............................] - ETA: 3:31 - loss: 311.0401 - logits_profile_predictions_loss: 306.0210 - logcount_predictions_loss: 0.4015 131/1651 [=>............................] - ETA: 3:30 - loss: 311.0228 - logits_profile_predictions_loss: 306.0032 - logcount_predictions_loss: 0.4016 132/1651 [=>............................] - ETA: 3:30 - loss: 311.0061 - logits_profile_predictions_loss: 305.9860 - logcount_predictions_loss: 0.4016 133/1651 [=>............................] - ETA: 3:30 - loss: 310.9912 - logits_profile_predictions_loss: 305.9707 - logcount_predictions_loss: 0.4016 134/1651 [=>............................] - ETA: 3:30 - loss: 310.9757 - logits_profile_predictions_loss: 305.9547 - logcount_predictions_loss: 0.4017 135/1651 [=>............................] - ETA: 3:30 - loss: 310.9617 - logits_profile_predictions_loss: 305.9402 - logcount_predictions_loss: 0.4017 136/1651 [=>............................] - ETA: 3:30 - loss: 310.9498 - 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logits_profile_predictions_loss: 305.3737 - logcount_predictions_loss: 0.4049 228/1651 [===>..........................] - ETA: 3:17 - loss: 310.4359 - logits_profile_predictions_loss: 305.3746 - logcount_predictions_loss: 0.4049 229/1651 [===>..........................] - ETA: 3:17 - loss: 310.4375 - logits_profile_predictions_loss: 305.3760 - logcount_predictions_loss: 0.4049 230/1651 [===>..........................] - ETA: 3:17 - loss: 310.4398 - logits_profile_predictions_loss: 305.3779 - logcount_predictions_loss: 0.4049 231/1651 [===>..........................] - ETA: 3:17 - loss: 310.4413 - logits_profile_predictions_loss: 305.3791 - logcount_predictions_loss: 0.4050 232/1651 [===>..........................] - ETA: 3:16 - loss: 310.4431 - logits_profile_predictions_loss: 305.3806 - logcount_predictions_loss: 0.4050 233/1651 [===>..........................] - ETA: 3:16 - loss: 310.4451 - logits_profile_predictions_loss: 305.3821 - logcount_predictions_loss: 0.4050 234/1651 [===>..........................] - ETA: 3:16 - loss: 310.4470 - logits_profile_predictions_loss: 305.3837 - logcount_predictions_loss: 0.4051 235/1651 [===>..........................] - ETA: 3:16 - loss: 310.4487 - logits_profile_predictions_loss: 305.3851 - logcount_predictions_loss: 0.4051 236/1651 [===>..........................] - ETA: 3:16 - loss: 310.4509 - logits_profile_predictions_loss: 305.3869 - logcount_predictions_loss: 0.4051 237/1651 [===>..........................] - ETA: 3:16 - loss: 310.4531 - logits_profile_predictions_loss: 305.3888 - logcount_predictions_loss: 0.4051 238/1651 [===>..........................] - ETA: 3:16 - loss: 310.4551 - logits_profile_predictions_loss: 305.3905 - logcount_predictions_loss: 0.4052 239/1651 [===>..........................] - ETA: 3:15 - loss: 310.4571 - logits_profile_predictions_loss: 305.3922 - logcount_predictions_loss: 0.4052 240/1651 [===>..........................] - ETA: 3:15 - loss: 310.4589 - logits_profile_predictions_loss: 305.3937 - logcount_predictions_loss: 0.4052 241/1651 [===>..........................] - ETA: 3:15 - loss: 310.4598 - logits_profile_predictions_loss: 305.3943 - logcount_predictions_loss: 0.4052 242/1651 [===>..........................] - ETA: 3:15 - loss: 310.4605 - logits_profile_predictions_loss: 305.3947 - logcount_predictions_loss: 0.4053 243/1651 [===>..........................] - ETA: 3:15 - loss: 310.4614 - logits_profile_predictions_loss: 305.3953 - logcount_predictions_loss: 0.4053 244/1651 [===>..........................] - ETA: 3:15 - loss: 310.4629 - logits_profile_predictions_loss: 305.3965 - logcount_predictions_loss: 0.4053 245/1651 [===>..........................] - ETA: 3:15 - loss: 310.4642 - logits_profile_predictions_loss: 305.3974 - logcount_predictions_loss: 0.4053 246/1651 [===>..........................] - ETA: 3:14 - loss: 310.4653 - logits_profile_predictions_loss: 305.3982 - logcount_predictions_loss: 0.4054 247/1651 [===>..........................] - ETA: 3:14 - loss: 310.4669 - logits_profile_predictions_loss: 305.3994 - logcount_predictions_loss: 0.4054 248/1651 [===>..........................] - ETA: 3:14 - loss: 310.4692 - logits_profile_predictions_loss: 305.4015 - logcount_predictions_loss: 0.4054 249/1651 [===>..........................] - ETA: 3:14 - loss: 310.4713 - logits_profile_predictions_loss: 305.4033 - logcount_predictions_loss: 0.4054 250/1651 [===>..........................] - ETA: 3:14 - loss: 310.4732 - logits_profile_predictions_loss: 305.4048 - logcount_predictions_loss: 0.4055 251/1651 [===>..........................] - ETA: 3:14 - loss: 310.4745 - logits_profile_predictions_loss: 305.4059 - logcount_predictions_loss: 0.4055 252/1651 [===>..........................] - ETA: 3:14 - loss: 310.4760 - logits_profile_predictions_loss: 305.4070 - logcount_predictions_loss: 0.4055 253/1651 [===>..........................] - ETA: 3:13 - loss: 310.4777 - logits_profile_predictions_loss: 305.4085 - logcount_predictions_loss: 0.4055 254/1651 [===>..........................] - ETA: 3:13 - loss: 310.4791 - logits_profile_predictions_loss: 305.4096 - logcount_predictions_loss: 0.4056 255/1651 [===>..........................] - ETA: 3:13 - loss: 310.4812 - logits_profile_predictions_loss: 305.4113 - logcount_predictions_loss: 0.4056 256/1651 [===>..........................] - ETA: 3:13 - loss: 310.4836 - logits_profile_predictions_loss: 305.4135 - logcount_predictions_loss: 0.4056 257/1651 [===>..........................] - ETA: 3:13 - loss: 310.4858 - logits_profile_predictions_loss: 305.4154 - logcount_predictions_loss: 0.4056 258/1651 [===>..........................] - ETA: 3:13 - loss: 310.4882 - logits_profile_predictions_loss: 305.4176 - logcount_predictions_loss: 0.4056 259/1651 [===>..........................] - ETA: 3:13 - loss: 310.4910 - logits_profile_predictions_loss: 305.4202 - logcount_predictions_loss: 0.4057 260/1651 [===>..........................] - ETA: 3:13 - loss: 310.4938 - logits_profile_predictions_loss: 305.4228 - logcount_predictions_loss: 0.4057 261/1651 [===>..........................] - ETA: 3:12 - loss: 310.4966 - logits_profile_predictions_loss: 305.4253 - logcount_predictions_loss: 0.4057 262/1651 [===>..........................] - ETA: 3:12 - loss: 310.4990 - logits_profile_predictions_loss: 305.4276 - logcount_predictions_loss: 0.4057 263/1651 [===>..........................] - ETA: 3:12 - loss: 310.5019 - logits_profile_predictions_loss: 305.4303 - logcount_predictions_loss: 0.4057 264/1651 [===>..........................] - ETA: 3:12 - loss: 310.5044 - logits_profile_predictions_loss: 305.4328 - logcount_predictions_loss: 0.4057 265/1651 [===>..........................] - ETA: 3:12 - loss: 310.5069 - logits_profile_predictions_loss: 305.4351 - logcount_predictions_loss: 0.4057 266/1651 [===>..........................] - ETA: 3:12 - loss: 310.5092 - logits_profile_predictions_loss: 305.4373 - logcount_predictions_loss: 0.4058 267/1651 [===>..........................] - ETA: 3:12 - loss: 310.5116 - logits_profile_predictions_loss: 305.4395 - logcount_predictions_loss: 0.4058 268/1651 [===>..........................] - ETA: 3:11 - loss: 310.5136 - logits_profile_predictions_loss: 305.4414 - logcount_predictions_loss: 0.4058 269/1651 [===>..........................] - ETA: 3:11 - loss: 310.5152 - logits_profile_predictions_loss: 305.4429 - logcount_predictions_loss: 0.4058 270/1651 [===>..........................] - ETA: 3:11 - loss: 310.5170 - logits_profile_predictions_loss: 305.4445 - logcount_predictions_loss: 0.4058 271/1651 [===>..........................] - ETA: 3:11 - loss: 310.5188 - logits_profile_predictions_loss: 305.4463 - logcount_predictions_loss: 0.4058 272/1651 [===>..........................] - ETA: 3:11 - loss: 310.5204 - logits_profile_predictions_loss: 305.4478 - logcount_predictions_loss: 0.4058 273/1651 [===>..........................] - ETA: 3:11 - loss: 310.5221 - logits_profile_predictions_loss: 305.4494 - logcount_predictions_loss: 0.4058 274/1651 [===>..........................] - ETA: 3:11 - loss: 310.5236 - logits_profile_predictions_loss: 305.4509 - logcount_predictions_loss: 0.4058 275/1651 [===>..........................] - ETA: 3:10 - loss: 310.5249 - logits_profile_predictions_loss: 305.4520 - logcount_predictions_loss: 0.4058 276/1651 [====>.........................] - ETA: 3:10 - loss: 310.5261 - logits_profile_predictions_loss: 305.4532 - logcount_predictions_loss: 0.4058 277/1651 [====>.........................] - ETA: 3:10 - loss: 310.5271 - logits_profile_predictions_loss: 305.4540 - logcount_predictions_loss: 0.4058 278/1651 [====>.........................] - ETA: 3:10 - loss: 310.5274 - logits_profile_predictions_loss: 305.4544 - logcount_predictions_loss: 0.4058 279/1651 [====>.........................] - ETA: 3:10 - loss: 310.5280 - logits_profile_predictions_loss: 305.4548 - logcount_predictions_loss: 0.4059 280/1651 [====>.........................] - ETA: 3:10 - loss: 310.5283 - logits_profile_predictions_loss: 305.4551 - logcount_predictions_loss: 0.4059 281/1651 [====>.........................] - ETA: 3:10 - loss: 310.5284 - logits_profile_predictions_loss: 305.4550 - logcount_predictions_loss: 0.4059 282/1651 [====>.........................] - ETA: 3:09 - loss: 310.5287 - logits_profile_predictions_loss: 305.4553 - logcount_predictions_loss: 0.4059 283/1651 [====>.........................] - ETA: 3:09 - loss: 310.5294 - logits_profile_predictions_loss: 305.4559 - logcount_predictions_loss: 0.4059 284/1651 [====>.........................] - ETA: 3:09 - loss: 310.5300 - logits_profile_predictions_loss: 305.4563 - logcount_predictions_loss: 0.4059 285/1651 [====>.........................] - ETA: 3:09 - loss: 310.5300 - logits_profile_predictions_loss: 305.4563 - logcount_predictions_loss: 0.4059 286/1651 [====>.........................] - ETA: 3:09 - loss: 310.5299 - logits_profile_predictions_loss: 305.4561 - logcount_predictions_loss: 0.4059 287/1651 [====>.........................] - ETA: 3:09 - loss: 310.5302 - logits_profile_predictions_loss: 305.4564 - logcount_predictions_loss: 0.4059 288/1651 [====>.........................] - ETA: 3:09 - loss: 310.5309 - logits_profile_predictions_loss: 305.4569 - logcount_predictions_loss: 0.4059 289/1651 [====>.........................] - ETA: 3:08 - loss: 310.5316 - logits_profile_predictions_loss: 305.4576 - logcount_predictions_loss: 0.4059 290/1651 [====>.........................] - ETA: 3:08 - loss: 310.5325 - logits_profile_predictions_loss: 305.4583 - logcount_predictions_loss: 0.4059 291/1651 [====>.........................] - ETA: 3:08 - loss: 310.5332 - logits_profile_predictions_loss: 305.4589 - logcount_predictions_loss: 0.4059 292/1651 [====>.........................] - ETA: 3:08 - loss: 310.5340 - 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[====>.........................] - ETA: 3:07 - loss: 310.5406 - logits_profile_predictions_loss: 305.4645 - logcount_predictions_loss: 0.4061 300/1651 [====>.........................] - ETA: 3:07 - loss: 310.5413 - logits_profile_predictions_loss: 305.4649 - logcount_predictions_loss: 0.4061 301/1651 [====>.........................] - ETA: 3:07 - loss: 310.5421 - logits_profile_predictions_loss: 305.4654 - logcount_predictions_loss: 0.4061 302/1651 [====>.........................] - ETA: 3:07 - loss: 310.5432 - logits_profile_predictions_loss: 305.4661 - logcount_predictions_loss: 0.4062 303/1651 [====>.........................] - ETA: 3:07 - loss: 310.5442 - logits_profile_predictions_loss: 305.4667 - logcount_predictions_loss: 0.4062 304/1651 [====>.........................] - ETA: 3:06 - loss: 310.5449 - logits_profile_predictions_loss: 305.4670 - logcount_predictions_loss: 0.4062 305/1651 [====>.........................] - ETA: 3:06 - loss: 310.5456 - logits_profile_predictions_loss: 305.4672 - logcount_predictions_loss: 0.4063 306/1651 [====>.........................] - ETA: 3:06 - loss: 310.5462 - logits_profile_predictions_loss: 305.4674 - logcount_predictions_loss: 0.4063 307/1651 [====>.........................] - ETA: 3:06 - loss: 310.5468 - logits_profile_predictions_loss: 305.4676 - logcount_predictions_loss: 0.4063 308/1651 [====>.........................] - ETA: 3:06 - loss: 310.5472 - logits_profile_predictions_loss: 305.4676 - logcount_predictions_loss: 0.4064 309/1651 [====>.........................] - ETA: 3:06 - loss: 310.5478 - logits_profile_predictions_loss: 305.4677 - logcount_predictions_loss: 0.4064 310/1651 [====>.........................] - ETA: 3:06 - loss: 310.5482 - logits_profile_predictions_loss: 305.4676 - logcount_predictions_loss: 0.4064 311/1651 [====>.........................] - ETA: 3:05 - loss: 310.5490 - logits_profile_predictions_loss: 305.4680 - logcount_predictions_loss: 0.4065 312/1651 [====>.........................] - ETA: 3:05 - loss: 310.5498 - logits_profile_predictions_loss: 305.4683 - logcount_predictions_loss: 0.4065 313/1651 [====>.........................] - ETA: 3:05 - loss: 310.5506 - logits_profile_predictions_loss: 305.4686 - logcount_predictions_loss: 0.4066 314/1651 [====>.........................] - ETA: 3:05 - loss: 310.5514 - logits_profile_predictions_loss: 305.4690 - logcount_predictions_loss: 0.4066 315/1651 [====>.........................] - ETA: 3:05 - loss: 310.5520 - logits_profile_predictions_loss: 305.4691 - logcount_predictions_loss: 0.4066 316/1651 [====>.........................] - ETA: 3:05 - loss: 310.5522 - logits_profile_predictions_loss: 305.4688 - logcount_predictions_loss: 0.4067 317/1651 [====>.........................] - ETA: 3:05 - loss: 310.5527 - logits_profile_predictions_loss: 305.4687 - logcount_predictions_loss: 0.4067 318/1651 [====>.........................] - ETA: 3:04 - loss: 310.5530 - logits_profile_predictions_loss: 305.4686 - logcount_predictions_loss: 0.4068 319/1651 [====>.........................] - ETA: 3:04 - loss: 310.5533 - logits_profile_predictions_loss: 305.4683 - logcount_predictions_loss: 0.4068 320/1651 [====>.........................] - ETA: 3:04 - loss: 310.5538 - logits_profile_predictions_loss: 305.4684 - logcount_predictions_loss: 0.4068 321/1651 [====>.........................] - ETA: 3:04 - loss: 310.5542 - logits_profile_predictions_loss: 305.4682 - logcount_predictions_loss: 0.4069 322/1651 [====>.........................] - ETA: 3:04 - loss: 310.5546 - logits_profile_predictions_loss: 305.4682 - logcount_predictions_loss: 0.4069 323/1651 [====>.........................] - ETA: 3:04 - loss: 310.5550 - logits_profile_predictions_loss: 305.4680 - logcount_predictions_loss: 0.4070 324/1651 [====>.........................] - ETA: 3:04 - loss: 310.5556 - logits_profile_predictions_loss: 305.4681 - logcount_predictions_loss: 0.4070 325/1651 [====>.........................] - ETA: 3:03 - loss: 310.5561 - logits_profile_predictions_loss: 305.4682 - logcount_predictions_loss: 0.4070 326/1651 [====>.........................] - ETA: 3:03 - loss: 310.5570 - logits_profile_predictions_loss: 305.4685 - logcount_predictions_loss: 0.4071 327/1651 [====>.........................] - ETA: 3:03 - loss: 310.5577 - logits_profile_predictions_loss: 305.4687 - logcount_predictions_loss: 0.4071 328/1651 [====>.........................] - ETA: 3:03 - loss: 310.5581 - logits_profile_predictions_loss: 305.4686 - logcount_predictions_loss: 0.4072 329/1651 [====>.........................] - ETA: 3:03 - loss: 310.5584 - logits_profile_predictions_loss: 305.4685 - logcount_predictions_loss: 0.4072 330/1651 [====>.........................] - ETA: 3:03 - loss: 310.5592 - logits_profile_predictions_loss: 305.4688 - logcount_predictions_loss: 0.4072 331/1651 [=====>........................] - ETA: 3:03 - loss: 310.5603 - logits_profile_predictions_loss: 305.4695 - logcount_predictions_loss: 0.4073 332/1651 [=====>........................] - ETA: 3:03 - loss: 310.5610 - logits_profile_predictions_loss: 305.4697 - logcount_predictions_loss: 0.4073 333/1651 [=====>........................] - ETA: 3:02 - loss: 310.5617 - logits_profile_predictions_loss: 305.4699 - logcount_predictions_loss: 0.4073 334/1651 [=====>........................] - ETA: 3:02 - loss: 310.5625 - logits_profile_predictions_loss: 305.4702 - logcount_predictions_loss: 0.4074 335/1651 [=====>........................] - ETA: 3:02 - loss: 310.5631 - logits_profile_predictions_loss: 305.4703 - logcount_predictions_loss: 0.4074 336/1651 [=====>........................] - ETA: 3:02 - loss: 310.5638 - logits_profile_predictions_loss: 305.4706 - logcount_predictions_loss: 0.4075 337/1651 [=====>........................] - ETA: 3:02 - loss: 310.5644 - logits_profile_predictions_loss: 305.4707 - logcount_predictions_loss: 0.4075 338/1651 [=====>........................] - ETA: 3:02 - loss: 310.5650 - logits_profile_predictions_loss: 305.4709 - logcount_predictions_loss: 0.4075 339/1651 [=====>........................] - ETA: 3:02 - loss: 310.5655 - logits_profile_predictions_loss: 305.4709 - logcount_predictions_loss: 0.4076 340/1651 [=====>........................] - ETA: 3:01 - loss: 310.5659 - logits_profile_predictions_loss: 305.4709 - logcount_predictions_loss: 0.4076 341/1651 [=====>........................] - ETA: 3:01 - loss: 310.5664 - logits_profile_predictions_loss: 305.4709 - logcount_predictions_loss: 0.4076 342/1651 [=====>........................] - ETA: 3:01 - loss: 310.5671 - logits_profile_predictions_loss: 305.4712 - logcount_predictions_loss: 0.4077 343/1651 [=====>........................] - ETA: 3:01 - loss: 310.5682 - logits_profile_predictions_loss: 305.4718 - logcount_predictions_loss: 0.4077 344/1651 [=====>........................] - ETA: 3:01 - loss: 310.5695 - logits_profile_predictions_loss: 305.4726 - logcount_predictions_loss: 0.4077 345/1651 [=====>........................] - ETA: 3:01 - loss: 310.5710 - logits_profile_predictions_loss: 305.4737 - logcount_predictions_loss: 0.4078 346/1651 [=====>........................] - ETA: 3:01 - loss: 310.5725 - logits_profile_predictions_loss: 305.4747 - logcount_predictions_loss: 0.4078 347/1651 [=====>........................] - ETA: 3:00 - loss: 310.5741 - logits_profile_predictions_loss: 305.4759 - logcount_predictions_loss: 0.4079 348/1651 [=====>........................] - ETA: 3:00 - loss: 310.5761 - logits_profile_predictions_loss: 305.4774 - logcount_predictions_loss: 0.4079 349/1651 [=====>........................] - ETA: 3:00 - loss: 310.5783 - logits_profile_predictions_loss: 305.4792 - logcount_predictions_loss: 0.4079 350/1651 [=====>........................] - ETA: 3:00 - loss: 310.5806 - logits_profile_predictions_loss: 305.4810 - logcount_predictions_loss: 0.4080 351/1651 [=====>........................] - ETA: 3:00 - loss: 310.5827 - logits_profile_predictions_loss: 305.4827 - logcount_predictions_loss: 0.4080 352/1651 [=====>........................] - ETA: 3:00 - loss: 310.5848 - logits_profile_predictions_loss: 305.4844 - logcount_predictions_loss: 0.4080 353/1651 [=====>........................] - ETA: 3:00 - loss: 310.5871 - logits_profile_predictions_loss: 305.4862 - logcount_predictions_loss: 0.4081 354/1651 [=====>........................] - ETA: 2:59 - loss: 310.5895 - logits_profile_predictions_loss: 305.4882 - logcount_predictions_loss: 0.4081 355/1651 [=====>........................] - ETA: 2:59 - loss: 310.5918 - logits_profile_predictions_loss: 305.4901 - logcount_predictions_loss: 0.4081 356/1651 [=====>........................] - ETA: 2:59 - loss: 310.5938 - logits_profile_predictions_loss: 305.4917 - logcount_predictions_loss: 0.4082 357/1651 [=====>........................] - ETA: 2:59 - loss: 310.5956 - logits_profile_predictions_loss: 305.4930 - logcount_predictions_loss: 0.4082 358/1651 [=====>........................] - ETA: 2:59 - loss: 310.5972 - logits_profile_predictions_loss: 305.4943 - logcount_predictions_loss: 0.4082 359/1651 [=====>........................] - ETA: 2:59 - loss: 310.5988 - logits_profile_predictions_loss: 305.4954 - logcount_predictions_loss: 0.4083 360/1651 [=====>........................] - ETA: 2:59 - loss: 310.6002 - logits_profile_predictions_loss: 305.4964 - logcount_predictions_loss: 0.4083 361/1651 [=====>........................] - ETA: 2:58 - loss: 310.6016 - logits_profile_predictions_loss: 305.4974 - logcount_predictions_loss: 0.4083 362/1651 [=====>........................] - ETA: 2:58 - loss: 310.6031 - logits_profile_predictions_loss: 305.4985 - logcount_predictions_loss: 0.4084 363/1651 [=====>........................] - ETA: 2:58 - loss: 310.6046 - logits_profile_predictions_loss: 305.4995 - logcount_predictions_loss: 0.4084 364/1651 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[============================>.] - ETA: 1s - loss: 310.9767 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1640/1651 [============================>.] - ETA: 1s - loss: 310.9767 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1641/1651 [============================>.] - ETA: 1s - loss: 310.9768 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1642/1651 [============================>.] - ETA: 1s - loss: 310.9768 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1643/1651 [============================>.] - ETA: 1s - loss: 310.9768 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1644/1651 [============================>.] - ETA: 0s - loss: 310.9768 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1645/1651 [============================>.] - ETA: 0s - loss: 310.9768 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1646/1651 [============================>.] - ETA: 0s - loss: 310.9769 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1647/1651 [============================>.] - ETA: 0s - loss: 310.9769 - logits_profile_predictions_loss: 305.7704 - logcount_predictions_loss: 0.4165 1648/1651 [============================>.] - ETA: 0s - loss: 310.9769 - logits_profile_predictions_loss: 305.7703 - logcount_predictions_loss: 0.4165 1649/1651 [============================>.] - ETA: 0s - loss: 310.9769 - logits_profile_predictions_loss: 305.7703 - logcount_predictions_loss: 0.4165 1650/1651 [============================>.] - ETA: 0s - loss: 310.9769 - logits_profile_predictions_loss: 305.7703 - logcount_predictions_loss: 0.4165 1651/1651 [==============================] - ETA: 0s - loss: 310.9769 - logits_profile_predictions_loss: 305.7703 - logcount_predictions_loss: 0.4165 1651/1651 [==============================] - 239s 145ms/step - loss: 310.9769 - logits_profile_predictions_loss: 305.7703 - logcount_predictions_loss: 0.4165 - val_loss: 334.7168 - val_logits_profile_predictions_loss: 328.2958 - val_logcount_predictions_loss: 0.5137 Epoch 00012: val_loss did not improve from 334.36279 Epoch 13/50 1/1651 [..............................] - ETA: 4:34 - loss: 287.4868 - logits_profile_predictions_loss: 281.3175 - logcount_predictions_loss: 0.4935 2/1651 [..............................] - ETA: 3:51 - loss: 286.6173 - logits_profile_predictions_loss: 280.5341 - logcount_predictions_loss: 0.4867 3/1651 [..............................] - ETA: 3:49 - loss: 289.1577 - logits_profile_predictions_loss: 283.1508 - logcount_predictions_loss: 0.4806 4/1651 [..............................] - ETA: 3:49 - loss: 290.7779 - logits_profile_predictions_loss: 284.8857 - logcount_predictions_loss: 0.4714 5/1651 [..............................] - ETA: 3:49 - loss: 292.6726 - logits_profile_predictions_loss: 286.9208 - logcount_predictions_loss: 0.4601 6/1651 [..............................] - ETA: 3:48 - loss: 293.9029 - logits_profile_predictions_loss: 288.2909 - logcount_predictions_loss: 0.4490 7/1651 [..............................] - ETA: 3:48 - loss: 295.1719 - logits_profile_predictions_loss: 289.6758 - logcount_predictions_loss: 0.4397 8/1651 [..............................] - ETA: 3:48 - loss: 296.1550 - logits_profile_predictions_loss: 290.7615 - logcount_predictions_loss: 0.4315 9/1651 [..............................] - ETA: 3:48 - loss: 296.7986 - logits_profile_predictions_loss: 291.4858 - logcount_predictions_loss: 0.4250 10/1651 [..............................] - ETA: 3:48 - loss: 297.3017 - logits_profile_predictions_loss: 292.0434 - logcount_predictions_loss: 0.4207 11/1651 [..............................] - ETA: 3:47 - loss: 297.8867 - logits_profile_predictions_loss: 292.6778 - logcount_predictions_loss: 0.4167 12/1651 [..............................] - ETA: 3:47 - loss: 298.5693 - logits_profile_predictions_loss: 293.4091 - logcount_predictions_loss: 0.4128 13/1651 [..............................] - ETA: 3:47 - loss: 299.4859 - logits_profile_predictions_loss: 294.3616 - logcount_predictions_loss: 0.4099 14/1651 [..............................] - ETA: 3:47 - loss: 300.2677 - logits_profile_predictions_loss: 295.1735 - logcount_predictions_loss: 0.4075 15/1651 [..............................] - ETA: 3:47 - loss: 300.9132 - logits_profile_predictions_loss: 295.8455 - logcount_predictions_loss: 0.4054 16/1651 [..............................] - ETA: 3:47 - loss: 301.4731 - logits_profile_predictions_loss: 296.4280 - logcount_predictions_loss: 0.4036 17/1651 [..............................] - ETA: 3:46 - loss: 302.1277 - logits_profile_predictions_loss: 297.1044 - logcount_predictions_loss: 0.4019 18/1651 [..............................] - ETA: 3:46 - loss: 302.7332 - logits_profile_predictions_loss: 297.7289 - logcount_predictions_loss: 0.4003 19/1651 [..............................] - ETA: 3:46 - loss: 303.2859 - logits_profile_predictions_loss: 298.2949 - logcount_predictions_loss: 0.3993 20/1651 [..............................] - ETA: 3:46 - loss: 303.6569 - logits_profile_predictions_loss: 298.6735 - logcount_predictions_loss: 0.3987 21/1651 [..............................] - ETA: 3:46 - loss: 303.9678 - logits_profile_predictions_loss: 298.9936 - logcount_predictions_loss: 0.3979 22/1651 [..............................] - ETA: 3:46 - loss: 304.1848 - logits_profile_predictions_loss: 299.2201 - logcount_predictions_loss: 0.3972 23/1651 [..............................] - ETA: 3:45 - loss: 304.4379 - logits_profile_predictions_loss: 299.4793 - logcount_predictions_loss: 0.3967 24/1651 [..............................] - ETA: 3:45 - loss: 304.6616 - logits_profile_predictions_loss: 299.7090 - logcount_predictions_loss: 0.3962 25/1651 [..............................] - ETA: 3:45 - loss: 304.8694 - logits_profile_predictions_loss: 299.9218 - logcount_predictions_loss: 0.3958 26/1651 [..............................] - ETA: 3:45 - loss: 305.0421 - logits_profile_predictions_loss: 300.0978 - logcount_predictions_loss: 0.3955 27/1651 [..............................] - ETA: 3:45 - loss: 305.2002 - logits_profile_predictions_loss: 300.2554 - logcount_predictions_loss: 0.3956 28/1651 [..............................] - ETA: 3:45 - loss: 305.3203 - logits_profile_predictions_loss: 300.3749 - logcount_predictions_loss: 0.3956 29/1651 [..............................] - ETA: 3:44 - loss: 305.4317 - logits_profile_predictions_loss: 300.4857 - logcount_predictions_loss: 0.3957 30/1651 [..............................] - ETA: 3:44 - loss: 305.5455 - logits_profile_predictions_loss: 300.5991 - logcount_predictions_loss: 0.3957 31/1651 [..............................] - ETA: 3:44 - loss: 305.6312 - logits_profile_predictions_loss: 300.6854 - logcount_predictions_loss: 0.3957 32/1651 [..............................] - ETA: 3:44 - 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39/1651 [..............................] - ETA: 3:43 - loss: 306.5026 - logits_profile_predictions_loss: 301.5751 - logcount_predictions_loss: 0.3942 40/1651 [..............................] - ETA: 3:43 - loss: 306.5946 - logits_profile_predictions_loss: 301.6685 - logcount_predictions_loss: 0.3941 41/1651 [..............................] - ETA: 3:43 - loss: 306.6652 - logits_profile_predictions_loss: 301.7406 - logcount_predictions_loss: 0.3940 42/1651 [..............................] - ETA: 3:43 - loss: 306.7243 - logits_profile_predictions_loss: 301.8022 - logcount_predictions_loss: 0.3938 43/1651 [..............................] - ETA: 3:42 - loss: 306.7825 - logits_profile_predictions_loss: 301.8624 - logcount_predictions_loss: 0.3936 44/1651 [..............................] - ETA: 3:42 - loss: 306.8406 - logits_profile_predictions_loss: 301.9228 - logcount_predictions_loss: 0.3934 45/1651 [..............................] - ETA: 3:42 - loss: 306.9032 - logits_profile_predictions_loss: 301.9875 - logcount_predictions_loss: 0.3933 46/1651 [..............................] - ETA: 3:42 - loss: 306.9651 - logits_profile_predictions_loss: 302.0524 - logcount_predictions_loss: 0.3930 47/1651 [..............................] - ETA: 3:42 - loss: 307.0152 - logits_profile_predictions_loss: 302.1049 - logcount_predictions_loss: 0.3928 48/1651 [..............................] - ETA: 3:42 - loss: 307.0818 - logits_profile_predictions_loss: 302.1741 - logcount_predictions_loss: 0.3926 49/1651 [..............................] - ETA: 3:42 - loss: 307.1630 - logits_profile_predictions_loss: 302.2583 - logcount_predictions_loss: 0.3924 50/1651 [..............................] - ETA: 3:41 - loss: 307.2430 - logits_profile_predictions_loss: 302.3410 - logcount_predictions_loss: 0.3922 51/1651 [..............................] - ETA: 3:41 - loss: 307.3149 - logits_profile_predictions_loss: 302.4154 - logcount_predictions_loss: 0.3920 52/1651 [..............................] - ETA: 3:41 - loss: 307.3865 - logits_profile_predictions_loss: 302.4893 - logcount_predictions_loss: 0.3918 53/1651 [..............................] - ETA: 3:41 - loss: 307.4613 - logits_profile_predictions_loss: 302.5662 - logcount_predictions_loss: 0.3916 54/1651 [..............................] - ETA: 3:41 - loss: 307.5412 - logits_profile_predictions_loss: 302.6479 - logcount_predictions_loss: 0.3915 55/1651 [..............................] - ETA: 3:41 - loss: 307.6093 - logits_profile_predictions_loss: 302.7176 - logcount_predictions_loss: 0.3913 56/1651 [>.............................] - ETA: 3:41 - loss: 307.6756 - logits_profile_predictions_loss: 302.7852 - logcount_predictions_loss: 0.3912 57/1651 [>.............................] - ETA: 3:41 - loss: 307.7426 - logits_profile_predictions_loss: 302.8533 - logcount_predictions_loss: 0.3911 58/1651 [>.............................] - ETA: 3:40 - loss: 307.7993 - logits_profile_predictions_loss: 302.9111 - logcount_predictions_loss: 0.3911 59/1651 [>.............................] - ETA: 3:40 - loss: 307.8582 - logits_profile_predictions_loss: 302.9707 - logcount_predictions_loss: 0.3910 60/1651 [>.............................] - ETA: 3:40 - loss: 307.9200 - logits_profile_predictions_loss: 303.0330 - logcount_predictions_loss: 0.3910 61/1651 [>.............................] - ETA: 3:40 - loss: 307.9941 - logits_profile_predictions_loss: 303.1071 - logcount_predictions_loss: 0.3910 62/1651 [>.............................] - ETA: 3:40 - loss: 308.0633 - logits_profile_predictions_loss: 303.1762 - logcount_predictions_loss: 0.3910 63/1651 [>.............................] - ETA: 3:40 - loss: 308.1231 - logits_profile_predictions_loss: 303.2357 - logcount_predictions_loss: 0.3910 64/1651 [>.............................] - ETA: 3:40 - loss: 308.1839 - logits_profile_predictions_loss: 303.2964 - logcount_predictions_loss: 0.3910 65/1651 [>.............................] - ETA: 3:39 - 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72/1651 [>.............................] - ETA: 3:38 - loss: 308.4772 - logits_profile_predictions_loss: 303.5924 - logcount_predictions_loss: 0.3908 73/1651 [>.............................] - ETA: 3:38 - loss: 308.5011 - logits_profile_predictions_loss: 303.6163 - logcount_predictions_loss: 0.3908 74/1651 [>.............................] - ETA: 3:38 - loss: 308.5289 - logits_profile_predictions_loss: 303.6441 - logcount_predictions_loss: 0.3908 75/1651 [>.............................] - ETA: 3:38 - loss: 308.5492 - logits_profile_predictions_loss: 303.6644 - logcount_predictions_loss: 0.3908 76/1651 [>.............................] - ETA: 3:38 - loss: 308.5649 - logits_profile_predictions_loss: 303.6799 - logcount_predictions_loss: 0.3908 77/1651 [>.............................] - ETA: 3:38 - loss: 308.5821 - logits_profile_predictions_loss: 303.6972 - logcount_predictions_loss: 0.3908 78/1651 [>.............................] - ETA: 3:38 - loss: 308.5926 - 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[>.............................] - ETA: 3:37 - loss: 308.6807 - logits_profile_predictions_loss: 303.7956 - logcount_predictions_loss: 0.3908 86/1651 [>.............................] - ETA: 3:36 - loss: 308.6966 - logits_profile_predictions_loss: 303.8116 - logcount_predictions_loss: 0.3908 87/1651 [>.............................] - ETA: 3:36 - loss: 308.7127 - logits_profile_predictions_loss: 303.8277 - logcount_predictions_loss: 0.3908 88/1651 [>.............................] - ETA: 3:36 - loss: 308.7314 - logits_profile_predictions_loss: 303.8466 - logcount_predictions_loss: 0.3908 89/1651 [>.............................] - ETA: 3:36 - loss: 308.7518 - logits_profile_predictions_loss: 303.8672 - logcount_predictions_loss: 0.3908 90/1651 [>.............................] - ETA: 3:36 - loss: 308.7723 - logits_profile_predictions_loss: 303.8880 - logcount_predictions_loss: 0.3907 91/1651 [>.............................] - ETA: 3:36 - loss: 308.7903 - logits_profile_predictions_loss: 303.9065 - logcount_predictions_loss: 0.3907 92/1651 [>.............................] - ETA: 3:36 - loss: 308.8037 - logits_profile_predictions_loss: 303.9204 - logcount_predictions_loss: 0.3907 93/1651 [>.............................] - ETA: 3:36 - loss: 308.8158 - logits_profile_predictions_loss: 303.9328 - logcount_predictions_loss: 0.3906 94/1651 [>.............................] - ETA: 3:35 - loss: 308.8278 - logits_profile_predictions_loss: 303.9450 - logcount_predictions_loss: 0.3906 95/1651 [>.............................] - ETA: 3:35 - loss: 308.8349 - logits_profile_predictions_loss: 303.9521 - logcount_predictions_loss: 0.3906 96/1651 [>.............................] - ETA: 3:35 - loss: 308.8432 - logits_profile_predictions_loss: 303.9604 - logcount_predictions_loss: 0.3906 97/1651 [>.............................] - ETA: 3:35 - loss: 308.8531 - logits_profile_predictions_loss: 303.9703 - logcount_predictions_loss: 0.3906 98/1651 [>.............................] - ETA: 3:35 - 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logits_profile_predictions_loss: 304.0801 - logcount_predictions_loss: 0.3906 112/1651 [=>............................] - ETA: 3:33 - loss: 308.9656 - logits_profile_predictions_loss: 304.0829 - logcount_predictions_loss: 0.3906 113/1651 [=>............................] - ETA: 3:33 - loss: 308.9678 - logits_profile_predictions_loss: 304.0849 - logcount_predictions_loss: 0.3906 114/1651 [=>............................] - ETA: 3:33 - loss: 308.9706 - logits_profile_predictions_loss: 304.0877 - logcount_predictions_loss: 0.3906 115/1651 [=>............................] - ETA: 3:32 - loss: 308.9751 - logits_profile_predictions_loss: 304.0922 - logcount_predictions_loss: 0.3906 116/1651 [=>............................] - ETA: 3:32 - loss: 308.9802 - logits_profile_predictions_loss: 304.0972 - logcount_predictions_loss: 0.3906 117/1651 [=>............................] - ETA: 3:32 - loss: 308.9856 - logits_profile_predictions_loss: 304.1026 - logcount_predictions_loss: 0.3906 118/1651 [=>............................] - ETA: 3:32 - loss: 308.9906 - logits_profile_predictions_loss: 304.1078 - logcount_predictions_loss: 0.3906 119/1651 [=>............................] - ETA: 3:32 - loss: 308.9946 - logits_profile_predictions_loss: 304.1121 - logcount_predictions_loss: 0.3906 120/1651 [=>............................] - ETA: 3:32 - loss: 308.9971 - logits_profile_predictions_loss: 304.1147 - logcount_predictions_loss: 0.3906 121/1651 [=>............................] - ETA: 3:32 - loss: 309.0000 - logits_profile_predictions_loss: 304.1179 - logcount_predictions_loss: 0.3906 122/1651 [=>............................] - ETA: 3:31 - loss: 309.0028 - logits_profile_predictions_loss: 304.1209 - logcount_predictions_loss: 0.3906 123/1651 [=>............................] - ETA: 3:31 - loss: 309.0052 - logits_profile_predictions_loss: 304.1234 - logcount_predictions_loss: 0.3905 124/1651 [=>............................] - ETA: 3:31 - loss: 309.0093 - 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val_logits_profile_predictions_loss: 328.1665 - val_logcount_predictions_loss: 0.6042 Epoch 00013: val_loss did not improve from 334.36279 Epoch 14/50 1/1651 [..............................] - ETA: 4:32 - loss: 309.3198 - logits_profile_predictions_loss: 304.2876 - logcount_predictions_loss: 0.4026 2/1651 [..............................] - ETA: 3:49 - loss: 310.8323 - logits_profile_predictions_loss: 305.9571 - logcount_predictions_loss: 0.3900 3/1651 [..............................] - ETA: 3:49 - loss: 309.0874 - logits_profile_predictions_loss: 304.3647 - logcount_predictions_loss: 0.3778 4/1651 [..............................] - ETA: 3:49 - loss: 310.7803 - logits_profile_predictions_loss: 305.9894 - logcount_predictions_loss: 0.3833 5/1651 [..............................] - ETA: 3:48 - loss: 308.8468 - logits_profile_predictions_loss: 304.0195 - logcount_predictions_loss: 0.3862 6/1651 [..............................] - ETA: 3:48 - loss: 308.3692 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:21 - loss: 306.2152 - logits_profile_predictions_loss: 301.4963 - logcount_predictions_loss: 0.3775 204/1651 [==>...........................] - ETA: 3:20 - loss: 306.2232 - logits_profile_predictions_loss: 301.5047 - logcount_predictions_loss: 0.3775 205/1651 [==>...........................] - ETA: 3:20 - loss: 306.2316 - logits_profile_predictions_loss: 301.5135 - logcount_predictions_loss: 0.3774 206/1651 [==>...........................] - ETA: 3:20 - loss: 306.2416 - logits_profile_predictions_loss: 301.5239 - logcount_predictions_loss: 0.3774 207/1651 [==>...........................] - ETA: 3:20 - loss: 306.2511 - logits_profile_predictions_loss: 301.5337 - logcount_predictions_loss: 0.3774 208/1651 [==>...........................] - ETA: 3:20 - loss: 306.2606 - logits_profile_predictions_loss: 301.5435 - logcount_predictions_loss: 0.3774 209/1651 [==>...........................] - ETA: 3:20 - loss: 306.2702 - 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[==>...........................] - ETA: 3:19 - loss: 306.3285 - logits_profile_predictions_loss: 301.6137 - logcount_predictions_loss: 0.3772 217/1651 [==>...........................] - ETA: 3:19 - loss: 306.3368 - logits_profile_predictions_loss: 301.6222 - logcount_predictions_loss: 0.3772 218/1651 [==>...........................] - ETA: 3:18 - loss: 306.3449 - logits_profile_predictions_loss: 301.6305 - logcount_predictions_loss: 0.3771 219/1651 [==>...........................] - ETA: 3:18 - loss: 306.3527 - logits_profile_predictions_loss: 301.6384 - logcount_predictions_loss: 0.3771 220/1651 [==>...........................] - ETA: 3:18 - loss: 306.3612 - logits_profile_predictions_loss: 301.6471 - logcount_predictions_loss: 0.3771 221/1651 [===>..........................] - ETA: 3:18 - loss: 306.3701 - logits_profile_predictions_loss: 301.6562 - logcount_predictions_loss: 0.3771 222/1651 [===>..........................] - ETA: 3:18 - loss: 306.3792 - 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[===>..........................] - ETA: 3:17 - loss: 306.4373 - logits_profile_predictions_loss: 301.7248 - logcount_predictions_loss: 0.3770 230/1651 [===>..........................] - ETA: 3:17 - loss: 306.4449 - logits_profile_predictions_loss: 301.7326 - logcount_predictions_loss: 0.3770 231/1651 [===>..........................] - ETA: 3:17 - loss: 306.4525 - logits_profile_predictions_loss: 301.7403 - logcount_predictions_loss: 0.3770 232/1651 [===>..........................] - ETA: 3:16 - loss: 306.4606 - logits_profile_predictions_loss: 301.7487 - logcount_predictions_loss: 0.3770 233/1651 [===>..........................] - ETA: 3:16 - loss: 306.4682 - logits_profile_predictions_loss: 301.7565 - logcount_predictions_loss: 0.3769 234/1651 [===>..........................] - ETA: 3:16 - loss: 306.4757 - logits_profile_predictions_loss: 301.7642 - logcount_predictions_loss: 0.3769 235/1651 [===>..........................] - ETA: 3:16 - loss: 306.4826 - 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logits_profile_predictions_loss: 301.9199 - logcount_predictions_loss: 0.3765 262/1651 [===>..........................] - ETA: 3:12 - loss: 306.6308 - logits_profile_predictions_loss: 301.9251 - logcount_predictions_loss: 0.3765 263/1651 [===>..........................] - ETA: 3:12 - loss: 306.6355 - logits_profile_predictions_loss: 301.9300 - logcount_predictions_loss: 0.3764 264/1651 [===>..........................] - ETA: 3:12 - loss: 306.6403 - logits_profile_predictions_loss: 301.9350 - logcount_predictions_loss: 0.3764 265/1651 [===>..........................] - ETA: 3:12 - loss: 306.6449 - logits_profile_predictions_loss: 301.9398 - logcount_predictions_loss: 0.3764 266/1651 [===>..........................] - ETA: 3:12 - loss: 306.6496 - logits_profile_predictions_loss: 301.9447 - logcount_predictions_loss: 0.3764 267/1651 [===>..........................] - ETA: 3:12 - loss: 306.6543 - logits_profile_predictions_loss: 301.9496 - logcount_predictions_loss: 0.3764 268/1651 [===>..........................] - ETA: 3:11 - loss: 306.6587 - logits_profile_predictions_loss: 301.9543 - logcount_predictions_loss: 0.3764 269/1651 [===>..........................] - ETA: 3:11 - loss: 306.6631 - logits_profile_predictions_loss: 301.9588 - logcount_predictions_loss: 0.3763 270/1651 [===>..........................] - ETA: 3:11 - loss: 306.6680 - logits_profile_predictions_loss: 301.9640 - logcount_predictions_loss: 0.3763 271/1651 [===>..........................] - ETA: 3:11 - loss: 306.6730 - logits_profile_predictions_loss: 301.9692 - logcount_predictions_loss: 0.3763 272/1651 [===>..........................] - ETA: 3:11 - loss: 306.6774 - logits_profile_predictions_loss: 301.9738 - logcount_predictions_loss: 0.3763 273/1651 [===>..........................] - ETA: 3:11 - loss: 306.6822 - logits_profile_predictions_loss: 301.9788 - logcount_predictions_loss: 0.3763 274/1651 [===>..........................] - ETA: 3:11 - loss: 306.6872 - logits_profile_predictions_loss: 301.9841 - logcount_predictions_loss: 0.3763 275/1651 [===>..........................] - ETA: 3:11 - loss: 306.6924 - logits_profile_predictions_loss: 301.9895 - logcount_predictions_loss: 0.3762 276/1651 [====>.........................] - ETA: 3:10 - loss: 306.6977 - logits_profile_predictions_loss: 301.9950 - logcount_predictions_loss: 0.3762 277/1651 [====>.........................] - ETA: 3:10 - loss: 306.7032 - logits_profile_predictions_loss: 302.0006 - logcount_predictions_loss: 0.3762 278/1651 [====>.........................] - ETA: 3:10 - loss: 306.7086 - logits_profile_predictions_loss: 302.0063 - logcount_predictions_loss: 0.3762 279/1651 [====>.........................] - ETA: 3:10 - loss: 306.7143 - logits_profile_predictions_loss: 302.0122 - logcount_predictions_loss: 0.3762 280/1651 [====>.........................] - ETA: 3:10 - loss: 306.7201 - logits_profile_predictions_loss: 302.0182 - logcount_predictions_loss: 0.3761 281/1651 [====>.........................] - ETA: 3:10 - loss: 306.7258 - logits_profile_predictions_loss: 302.0242 - logcount_predictions_loss: 0.3761 282/1651 [====>.........................] - ETA: 3:10 - loss: 306.7313 - logits_profile_predictions_loss: 302.0298 - logcount_predictions_loss: 0.3761 283/1651 [====>.........................] - ETA: 3:09 - loss: 306.7365 - logits_profile_predictions_loss: 302.0352 - logcount_predictions_loss: 0.3761 284/1651 [====>.........................] - ETA: 3:09 - loss: 306.7416 - logits_profile_predictions_loss: 302.0405 - logcount_predictions_loss: 0.3761 285/1651 [====>.........................] - ETA: 3:09 - loss: 306.7467 - logits_profile_predictions_loss: 302.0458 - logcount_predictions_loss: 0.3761 286/1651 [====>.........................] - ETA: 3:09 - loss: 306.7516 - logits_profile_predictions_loss: 302.0508 - logcount_predictions_loss: 0.3761 287/1651 [====>.........................] - ETA: 3:09 - loss: 306.7569 - 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[============================>.] - ETA: 5s - loss: 308.2601 - logits_profile_predictions_loss: 303.4975 - logcount_predictions_loss: 0.3810 1615/1651 [============================>.] - ETA: 4s - loss: 308.2605 - logits_profile_predictions_loss: 303.4978 - logcount_predictions_loss: 0.3810 1616/1651 [============================>.] - ETA: 4s - loss: 308.2609 - logits_profile_predictions_loss: 303.4982 - logcount_predictions_loss: 0.3810 1617/1651 [============================>.] - ETA: 4s - loss: 308.2613 - logits_profile_predictions_loss: 303.4986 - logcount_predictions_loss: 0.3810 1618/1651 [============================>.] - ETA: 4s - loss: 308.2617 - logits_profile_predictions_loss: 303.4989 - logcount_predictions_loss: 0.3810 1619/1651 [============================>.] - ETA: 4s - loss: 308.2620 - logits_profile_predictions_loss: 303.4993 - logcount_predictions_loss: 0.3810 1620/1651 [============================>.] - ETA: 4s - loss: 308.2624 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 308.2716 - logits_profile_predictions_loss: 303.5080 - logcount_predictions_loss: 0.3811 1648/1651 [============================>.] - ETA: 0s - loss: 308.2720 - logits_profile_predictions_loss: 303.5084 - logcount_predictions_loss: 0.3811 1649/1651 [============================>.] - ETA: 0s - loss: 308.2723 - logits_profile_predictions_loss: 303.5087 - logcount_predictions_loss: 0.3811 1650/1651 [============================>.] - ETA: 0s - loss: 308.2727 - logits_profile_predictions_loss: 303.5090 - logcount_predictions_loss: 0.3811 1651/1651 [==============================] - ETA: 0s - loss: 308.2730 - logits_profile_predictions_loss: 303.5093 - logcount_predictions_loss: 0.3811 1651/1651 [==============================] - 239s 145ms/step - loss: 308.2733 - logits_profile_predictions_loss: 303.5096 - logcount_predictions_loss: 0.3811 - val_loss: 335.7332 - val_logits_profile_predictions_loss: 329.0180 - val_logcount_predictions_loss: 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[..............................] - ETA: 3:47 - loss: 315.3894 - logits_profile_predictions_loss: 311.1851 - logcount_predictions_loss: 0.3363 8/1651 [..............................] - ETA: 3:47 - loss: 315.0928 - logits_profile_predictions_loss: 310.8564 - logcount_predictions_loss: 0.3389 9/1651 [..............................] - ETA: 3:47 - loss: 314.1286 - logits_profile_predictions_loss: 309.8622 - logcount_predictions_loss: 0.3413 10/1651 [..............................] - ETA: 3:47 - loss: 313.7632 - logits_profile_predictions_loss: 309.4674 - logcount_predictions_loss: 0.3437 11/1651 [..............................] - ETA: 3:47 - loss: 313.1641 - logits_profile_predictions_loss: 308.8358 - logcount_predictions_loss: 0.3463 12/1651 [..............................] - ETA: 3:47 - loss: 312.3772 - logits_profile_predictions_loss: 308.0348 - logcount_predictions_loss: 0.3474 13/1651 [..............................] - ETA: 3:47 - loss: 311.8893 - logits_profile_predictions_loss: 307.5360 - logcount_predictions_loss: 0.3483 14/1651 [..............................] - ETA: 3:46 - loss: 311.4885 - logits_profile_predictions_loss: 307.1277 - logcount_predictions_loss: 0.3489 15/1651 [..............................] - ETA: 3:46 - loss: 311.0293 - logits_profile_predictions_loss: 306.6587 - logcount_predictions_loss: 0.3496 16/1651 [..............................] - ETA: 3:46 - loss: 310.5990 - logits_profile_predictions_loss: 306.2227 - logcount_predictions_loss: 0.3501 17/1651 [..............................] - ETA: 3:46 - loss: 310.2582 - logits_profile_predictions_loss: 305.8778 - logcount_predictions_loss: 0.3504 18/1651 [..............................] - ETA: 3:46 - loss: 309.9432 - logits_profile_predictions_loss: 305.5566 - logcount_predictions_loss: 0.3509 19/1651 [..............................] - ETA: 3:46 - loss: 309.6908 - logits_profile_predictions_loss: 305.2972 - logcount_predictions_loss: 0.3515 20/1651 [..............................] - ETA: 3:46 - loss: 309.3760 - logits_profile_predictions_loss: 304.9749 - logcount_predictions_loss: 0.3521 21/1651 [..............................] - ETA: 3:45 - loss: 309.1020 - logits_profile_predictions_loss: 304.6947 - logcount_predictions_loss: 0.3526 22/1651 [..............................] - ETA: 3:45 - loss: 308.8607 - logits_profile_predictions_loss: 304.4497 - logcount_predictions_loss: 0.3529 23/1651 [..............................] - ETA: 3:45 - loss: 308.6016 - logits_profile_predictions_loss: 304.1864 - logcount_predictions_loss: 0.3532 24/1651 [..............................] - ETA: 3:45 - loss: 308.3521 - logits_profile_predictions_loss: 303.9351 - logcount_predictions_loss: 0.3534 25/1651 [..............................] - ETA: 3:45 - loss: 308.1725 - logits_profile_predictions_loss: 303.7545 - logcount_predictions_loss: 0.3534 26/1651 [..............................] - ETA: 3:45 - loss: 307.9964 - logits_profile_predictions_loss: 303.5796 - logcount_predictions_loss: 0.3533 27/1651 [..............................] - ETA: 3:45 - loss: 307.7659 - logits_profile_predictions_loss: 303.3499 - logcount_predictions_loss: 0.3533 28/1651 [..............................] - ETA: 3:44 - loss: 307.5814 - logits_profile_predictions_loss: 303.1667 - logcount_predictions_loss: 0.3532 29/1651 [..............................] - ETA: 3:44 - loss: 307.4176 - logits_profile_predictions_loss: 303.0030 - logcount_predictions_loss: 0.3532 30/1651 [..............................] - ETA: 3:44 - loss: 307.2611 - logits_profile_predictions_loss: 302.8465 - logcount_predictions_loss: 0.3532 31/1651 [..............................] - ETA: 3:44 - loss: 307.1359 - logits_profile_predictions_loss: 302.7219 - logcount_predictions_loss: 0.3531 32/1651 [..............................] - ETA: 3:44 - loss: 307.0250 - logits_profile_predictions_loss: 302.6120 - logcount_predictions_loss: 0.3530 33/1651 [..............................] - ETA: 3:44 - loss: 306.9297 - logits_profile_predictions_loss: 302.5181 - logcount_predictions_loss: 0.3529 34/1651 [..............................] - ETA: 3:44 - loss: 306.8593 - logits_profile_predictions_loss: 302.4502 - logcount_predictions_loss: 0.3527 35/1651 [..............................] - ETA: 3:43 - loss: 306.7971 - logits_profile_predictions_loss: 302.3916 - logcount_predictions_loss: 0.3524 36/1651 [..............................] - ETA: 3:43 - loss: 306.7476 - logits_profile_predictions_loss: 302.3466 - logcount_predictions_loss: 0.3521 37/1651 [..............................] - ETA: 3:43 - loss: 306.7247 - logits_profile_predictions_loss: 302.3278 - logcount_predictions_loss: 0.3517 38/1651 [..............................] - ETA: 3:43 - loss: 306.7048 - logits_profile_predictions_loss: 302.3111 - logcount_predictions_loss: 0.3515 39/1651 [..............................] - ETA: 3:43 - loss: 306.6879 - logits_profile_predictions_loss: 302.2977 - logcount_predictions_loss: 0.3512 40/1651 [..............................] - ETA: 3:43 - loss: 306.6589 - logits_profile_predictions_loss: 302.2726 - logcount_predictions_loss: 0.3509 41/1651 [..............................] - ETA: 3:43 - loss: 306.6209 - logits_profile_predictions_loss: 302.2368 - logcount_predictions_loss: 0.3507 42/1651 [..............................] - ETA: 3:42 - loss: 306.5563 - logits_profile_predictions_loss: 302.1750 - logcount_predictions_loss: 0.3505 43/1651 [..............................] - ETA: 3:42 - loss: 306.4961 - logits_profile_predictions_loss: 302.1179 - logcount_predictions_loss: 0.3503 44/1651 [..............................] - ETA: 3:42 - loss: 306.4420 - logits_profile_predictions_loss: 302.0659 - logcount_predictions_loss: 0.3501 45/1651 [..............................] - ETA: 3:42 - loss: 306.3848 - logits_profile_predictions_loss: 302.0111 - logcount_predictions_loss: 0.3499 46/1651 [..............................] - ETA: 3:42 - loss: 306.3281 - logits_profile_predictions_loss: 301.9567 - logcount_predictions_loss: 0.3497 47/1651 [..............................] - ETA: 3:42 - loss: 306.2777 - logits_profile_predictions_loss: 301.9090 - logcount_predictions_loss: 0.3495 48/1651 [..............................] - ETA: 3:42 - loss: 306.2304 - logits_profile_predictions_loss: 301.8639 - logcount_predictions_loss: 0.3493 49/1651 [..............................] - ETA: 3:41 - loss: 306.1958 - logits_profile_predictions_loss: 301.8314 - logcount_predictions_loss: 0.3492 50/1651 [..............................] - ETA: 3:41 - loss: 306.1516 - logits_profile_predictions_loss: 301.7891 - logcount_predictions_loss: 0.3490 51/1651 [..............................] - ETA: 3:41 - loss: 306.1091 - logits_profile_predictions_loss: 301.7487 - logcount_predictions_loss: 0.3488 52/1651 [..............................] - ETA: 3:41 - loss: 306.0553 - logits_profile_predictions_loss: 301.6972 - logcount_predictions_loss: 0.3486 53/1651 [..............................] - ETA: 3:41 - 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[==>...........................] - ETA: 3:21 - loss: 305.3440 - logits_profile_predictions_loss: 301.1035 - logcount_predictions_loss: 0.3392 198/1651 [==>...........................] - ETA: 3:21 - loss: 305.3431 - logits_profile_predictions_loss: 301.1032 - logcount_predictions_loss: 0.3392 199/1651 [==>...........................] - ETA: 3:21 - loss: 305.3424 - logits_profile_predictions_loss: 301.1030 - logcount_predictions_loss: 0.3392 200/1651 [==>...........................] - ETA: 3:20 - loss: 305.3426 - logits_profile_predictions_loss: 301.1037 - logcount_predictions_loss: 0.3391 201/1651 [==>...........................] - ETA: 3:20 - loss: 305.3420 - logits_profile_predictions_loss: 301.1036 - logcount_predictions_loss: 0.3391 202/1651 [==>...........................] - ETA: 3:20 - loss: 305.3413 - logits_profile_predictions_loss: 301.1034 - logcount_predictions_loss: 0.3390 203/1651 [==>...........................] - ETA: 3:20 - loss: 305.3403 - logits_profile_predictions_loss: 301.1028 - logcount_predictions_loss: 0.3390 204/1651 [==>...........................] - ETA: 3:20 - loss: 305.3389 - logits_profile_predictions_loss: 301.1019 - logcount_predictions_loss: 0.3390 205/1651 [==>...........................] - ETA: 3:20 - loss: 305.3382 - logits_profile_predictions_loss: 301.1017 - logcount_predictions_loss: 0.3389 206/1651 [==>...........................] - ETA: 3:20 - loss: 305.3377 - logits_profile_predictions_loss: 301.1017 - logcount_predictions_loss: 0.3389 207/1651 [==>...........................] - ETA: 3:20 - loss: 305.3380 - logits_profile_predictions_loss: 301.1025 - logcount_predictions_loss: 0.3388 208/1651 [==>...........................] - ETA: 3:19 - loss: 305.3388 - logits_profile_predictions_loss: 301.1037 - logcount_predictions_loss: 0.3388 209/1651 [==>...........................] - ETA: 3:19 - loss: 305.3394 - logits_profile_predictions_loss: 301.1047 - logcount_predictions_loss: 0.3388 210/1651 [==>...........................] - ETA: 3:19 - loss: 305.3395 - logits_profile_predictions_loss: 301.1052 - logcount_predictions_loss: 0.3387 211/1651 [==>...........................] - ETA: 3:19 - loss: 305.3390 - logits_profile_predictions_loss: 301.1051 - logcount_predictions_loss: 0.3387 212/1651 [==>...........................] - ETA: 3:19 - loss: 305.3378 - logits_profile_predictions_loss: 301.1043 - logcount_predictions_loss: 0.3387 213/1651 [==>...........................] - ETA: 3:19 - loss: 305.3367 - logits_profile_predictions_loss: 301.1036 - logcount_predictions_loss: 0.3387 214/1651 [==>...........................] - ETA: 3:19 - loss: 305.3347 - logits_profile_predictions_loss: 301.1020 - logcount_predictions_loss: 0.3386 215/1651 [==>...........................] - ETA: 3:18 - loss: 305.3322 - logits_profile_predictions_loss: 301.0999 - logcount_predictions_loss: 0.3386 216/1651 [==>...........................] - ETA: 3:18 - loss: 305.3304 - logits_profile_predictions_loss: 301.0984 - logcount_predictions_loss: 0.3386 217/1651 [==>...........................] - ETA: 3:18 - loss: 305.3287 - logits_profile_predictions_loss: 301.0970 - logcount_predictions_loss: 0.3385 218/1651 [==>...........................] - ETA: 3:18 - loss: 305.3266 - logits_profile_predictions_loss: 301.0953 - logcount_predictions_loss: 0.3385 219/1651 [==>...........................] - ETA: 3:18 - loss: 305.3248 - logits_profile_predictions_loss: 301.0938 - logcount_predictions_loss: 0.3385 220/1651 [==>...........................] - ETA: 3:18 - loss: 305.3231 - logits_profile_predictions_loss: 301.0925 - logcount_predictions_loss: 0.3385 221/1651 [===>..........................] - ETA: 3:18 - loss: 305.3210 - logits_profile_predictions_loss: 301.0907 - logcount_predictions_loss: 0.3384 222/1651 [===>..........................] - ETA: 3:17 - loss: 305.3193 - logits_profile_predictions_loss: 301.0894 - logcount_predictions_loss: 0.3384 223/1651 [===>..........................] - ETA: 3:17 - loss: 305.3174 - logits_profile_predictions_loss: 301.0879 - logcount_predictions_loss: 0.3384 224/1651 [===>..........................] - ETA: 3:17 - loss: 305.3160 - logits_profile_predictions_loss: 301.0869 - logcount_predictions_loss: 0.3383 225/1651 [===>..........................] - ETA: 3:17 - loss: 305.3151 - logits_profile_predictions_loss: 301.0863 - logcount_predictions_loss: 0.3383 226/1651 [===>..........................] - ETA: 3:17 - loss: 305.3142 - logits_profile_predictions_loss: 301.0858 - logcount_predictions_loss: 0.3383 227/1651 [===>..........................] - ETA: 3:17 - loss: 305.3128 - logits_profile_predictions_loss: 301.0847 - logcount_predictions_loss: 0.3383 228/1651 [===>..........................] - ETA: 3:17 - loss: 305.3117 - logits_profile_predictions_loss: 301.0839 - logcount_predictions_loss: 0.3382 229/1651 [===>..........................] - ETA: 3:16 - loss: 305.3109 - logits_profile_predictions_loss: 301.0834 - logcount_predictions_loss: 0.3382 230/1651 [===>..........................] - ETA: 3:16 - loss: 305.3095 - logits_profile_predictions_loss: 301.0824 - logcount_predictions_loss: 0.3382 231/1651 [===>..........................] - ETA: 3:16 - loss: 305.3077 - logits_profile_predictions_loss: 301.0809 - logcount_predictions_loss: 0.3382 232/1651 [===>..........................] - ETA: 3:16 - loss: 305.3061 - logits_profile_predictions_loss: 301.0796 - logcount_predictions_loss: 0.3381 233/1651 [===>..........................] - ETA: 3:16 - loss: 305.3044 - logits_profile_predictions_loss: 301.0782 - logcount_predictions_loss: 0.3381 234/1651 [===>..........................] - ETA: 3:16 - loss: 305.3031 - logits_profile_predictions_loss: 301.0771 - logcount_predictions_loss: 0.3381 235/1651 [===>..........................] - ETA: 3:16 - loss: 305.3023 - logits_profile_predictions_loss: 301.0766 - logcount_predictions_loss: 0.3381 236/1651 [===>..........................] - ETA: 3:16 - loss: 305.3016 - logits_profile_predictions_loss: 301.0762 - logcount_predictions_loss: 0.3380 237/1651 [===>..........................] - ETA: 3:15 - loss: 305.3018 - logits_profile_predictions_loss: 301.0766 - logcount_predictions_loss: 0.3380 238/1651 [===>..........................] - ETA: 3:15 - loss: 305.3022 - logits_profile_predictions_loss: 301.0772 - logcount_predictions_loss: 0.3380 239/1651 [===>..........................] - ETA: 3:15 - loss: 305.3029 - logits_profile_predictions_loss: 301.0781 - logcount_predictions_loss: 0.3380 240/1651 [===>..........................] - ETA: 3:15 - loss: 305.3036 - logits_profile_predictions_loss: 301.0791 - logcount_predictions_loss: 0.3380 241/1651 [===>..........................] - ETA: 3:15 - loss: 305.3048 - logits_profile_predictions_loss: 301.0805 - logcount_predictions_loss: 0.3379 242/1651 [===>..........................] - ETA: 3:15 - loss: 305.3058 - logits_profile_predictions_loss: 301.0819 - logcount_predictions_loss: 0.3379 243/1651 [===>..........................] - ETA: 3:15 - loss: 305.3066 - logits_profile_predictions_loss: 301.0829 - logcount_predictions_loss: 0.3379 244/1651 [===>..........................] - ETA: 3:14 - loss: 305.3073 - logits_profile_predictions_loss: 301.0839 - logcount_predictions_loss: 0.3379 245/1651 [===>..........................] - ETA: 3:14 - loss: 305.3076 - logits_profile_predictions_loss: 301.0844 - logcount_predictions_loss: 0.3379 246/1651 [===>..........................] - ETA: 3:14 - loss: 305.3074 - logits_profile_predictions_loss: 301.0845 - logcount_predictions_loss: 0.3378 247/1651 [===>..........................] - ETA: 3:14 - loss: 305.3072 - logits_profile_predictions_loss: 301.0845 - logcount_predictions_loss: 0.3378 248/1651 [===>..........................] - ETA: 3:14 - loss: 305.3071 - logits_profile_predictions_loss: 301.0846 - logcount_predictions_loss: 0.3378 249/1651 [===>..........................] - ETA: 3:14 - loss: 305.3071 - logits_profile_predictions_loss: 301.0848 - logcount_predictions_loss: 0.3378 250/1651 [===>..........................] - ETA: 3:14 - loss: 305.3069 - logits_profile_predictions_loss: 301.0848 - logcount_predictions_loss: 0.3378 251/1651 [===>..........................] - ETA: 3:13 - loss: 305.3067 - logits_profile_predictions_loss: 301.0849 - logcount_predictions_loss: 0.3377 252/1651 [===>..........................] - ETA: 3:13 - loss: 305.3061 - logits_profile_predictions_loss: 301.0846 - logcount_predictions_loss: 0.3377 253/1651 [===>..........................] - ETA: 3:13 - loss: 305.3048 - logits_profile_predictions_loss: 301.0836 - logcount_predictions_loss: 0.3377 254/1651 [===>..........................] - ETA: 3:13 - loss: 305.3031 - logits_profile_predictions_loss: 301.0822 - logcount_predictions_loss: 0.3377 255/1651 [===>..........................] - ETA: 3:13 - loss: 305.3014 - logits_profile_predictions_loss: 301.0808 - logcount_predictions_loss: 0.3377 256/1651 [===>..........................] - ETA: 3:13 - loss: 305.2990 - logits_profile_predictions_loss: 301.0786 - logcount_predictions_loss: 0.3376 257/1651 [===>..........................] - ETA: 3:13 - loss: 305.2968 - logits_profile_predictions_loss: 301.0767 - logcount_predictions_loss: 0.3376 258/1651 [===>..........................] - ETA: 3:12 - loss: 305.2949 - logits_profile_predictions_loss: 301.0751 - logcount_predictions_loss: 0.3376 259/1651 [===>..........................] - ETA: 3:12 - loss: 305.2925 - logits_profile_predictions_loss: 301.0730 - logcount_predictions_loss: 0.3376 260/1651 [===>..........................] - ETA: 3:12 - loss: 305.2902 - logits_profile_predictions_loss: 301.0711 - logcount_predictions_loss: 0.3375 261/1651 [===>..........................] - ETA: 3:12 - loss: 305.2879 - logits_profile_predictions_loss: 301.0691 - logcount_predictions_loss: 0.3375 262/1651 [===>..........................] - ETA: 3:12 - loss: 305.2858 - logits_profile_predictions_loss: 301.0673 - logcount_predictions_loss: 0.3375 263/1651 [===>..........................] - ETA: 3:12 - loss: 305.2833 - logits_profile_predictions_loss: 301.0651 - logcount_predictions_loss: 0.3375 264/1651 [===>..........................] - ETA: 3:12 - loss: 305.2811 - logits_profile_predictions_loss: 301.0632 - logcount_predictions_loss: 0.3374 265/1651 [===>..........................] - ETA: 3:11 - loss: 305.2789 - logits_profile_predictions_loss: 301.0613 - logcount_predictions_loss: 0.3374 266/1651 [===>..........................] - ETA: 3:11 - loss: 305.2767 - logits_profile_predictions_loss: 301.0594 - logcount_predictions_loss: 0.3374 267/1651 [===>..........................] - ETA: 3:11 - loss: 305.2746 - logits_profile_predictions_loss: 301.0575 - logcount_predictions_loss: 0.3374 268/1651 [===>..........................] - ETA: 3:11 - loss: 305.2729 - logits_profile_predictions_loss: 301.0562 - logcount_predictions_loss: 0.3373 269/1651 [===>..........................] - ETA: 3:11 - loss: 305.2713 - logits_profile_predictions_loss: 301.0549 - logcount_predictions_loss: 0.3373 270/1651 [===>..........................] - ETA: 3:11 - loss: 305.2703 - logits_profile_predictions_loss: 301.0542 - logcount_predictions_loss: 0.3373 271/1651 [===>..........................] - ETA: 3:11 - loss: 305.2693 - logits_profile_predictions_loss: 301.0535 - logcount_predictions_loss: 0.3373 272/1651 [===>..........................] - ETA: 3:11 - loss: 305.2683 - logits_profile_predictions_loss: 301.0527 - logcount_predictions_loss: 0.3372 273/1651 [===>..........................] - ETA: 3:10 - loss: 305.2671 - logits_profile_predictions_loss: 301.0519 - logcount_predictions_loss: 0.3372 274/1651 [===>..........................] - ETA: 3:10 - loss: 305.2657 - logits_profile_predictions_loss: 301.0507 - logcount_predictions_loss: 0.3372 275/1651 [===>..........................] - ETA: 3:10 - loss: 305.2640 - logits_profile_predictions_loss: 301.0494 - logcount_predictions_loss: 0.3372 276/1651 [====>.........................] - ETA: 3:10 - loss: 305.2621 - logits_profile_predictions_loss: 301.0478 - logcount_predictions_loss: 0.3371 277/1651 [====>.........................] - ETA: 3:10 - loss: 305.2600 - logits_profile_predictions_loss: 301.0460 - logcount_predictions_loss: 0.3371 278/1651 [====>.........................] - ETA: 3:10 - loss: 305.2580 - logits_profile_predictions_loss: 301.0443 - logcount_predictions_loss: 0.3371 279/1651 [====>.........................] - ETA: 3:10 - loss: 305.2556 - logits_profile_predictions_loss: 301.0423 - logcount_predictions_loss: 0.3371 280/1651 [====>.........................] - ETA: 3:09 - loss: 305.2534 - logits_profile_predictions_loss: 301.0404 - logcount_predictions_loss: 0.3370 281/1651 [====>.........................] - ETA: 3:09 - loss: 305.2511 - logits_profile_predictions_loss: 301.0383 - logcount_predictions_loss: 0.3370 282/1651 [====>.........................] - ETA: 3:09 - loss: 305.2486 - logits_profile_predictions_loss: 301.0361 - logcount_predictions_loss: 0.3370 283/1651 [====>.........................] - ETA: 3:09 - loss: 305.2460 - logits_profile_predictions_loss: 301.0338 - logcount_predictions_loss: 0.3370 284/1651 [====>.........................] - ETA: 3:09 - loss: 305.2436 - logits_profile_predictions_loss: 301.0317 - logcount_predictions_loss: 0.3370 285/1651 [====>.........................] - ETA: 3:09 - loss: 305.2411 - logits_profile_predictions_loss: 301.0295 - logcount_predictions_loss: 0.3369 286/1651 [====>.........................] - ETA: 3:09 - loss: 305.2385 - logits_profile_predictions_loss: 301.0273 - logcount_predictions_loss: 0.3369 287/1651 [====>.........................] - ETA: 3:08 - loss: 305.2366 - logits_profile_predictions_loss: 301.0257 - logcount_predictions_loss: 0.3369 288/1651 [====>.........................] - ETA: 3:08 - loss: 305.2347 - logits_profile_predictions_loss: 301.0242 - logcount_predictions_loss: 0.3368 289/1651 [====>.........................] - ETA: 3:08 - loss: 305.2333 - logits_profile_predictions_loss: 301.0231 - logcount_predictions_loss: 0.3368 290/1651 [====>.........................] - ETA: 3:08 - loss: 305.2320 - logits_profile_predictions_loss: 301.0221 - logcount_predictions_loss: 0.3368 291/1651 [====>.........................] - ETA: 3:08 - loss: 305.2307 - logits_profile_predictions_loss: 301.0211 - logcount_predictions_loss: 0.3368 292/1651 [====>.........................] - ETA: 3:08 - loss: 305.2293 - logits_profile_predictions_loss: 301.0201 - logcount_predictions_loss: 0.3367 293/1651 [====>.........................] - ETA: 3:08 - loss: 305.2279 - logits_profile_predictions_loss: 301.0190 - logcount_predictions_loss: 0.3367 294/1651 [====>.........................] - ETA: 3:07 - loss: 305.2263 - logits_profile_predictions_loss: 301.0177 - logcount_predictions_loss: 0.3367 295/1651 [====>.........................] - ETA: 3:07 - loss: 305.2252 - logits_profile_predictions_loss: 301.0168 - logcount_predictions_loss: 0.3367 296/1651 [====>.........................] - ETA: 3:07 - loss: 305.2238 - logits_profile_predictions_loss: 301.0158 - logcount_predictions_loss: 0.3366 297/1651 [====>.........................] - ETA: 3:07 - loss: 305.2226 - logits_profile_predictions_loss: 301.0149 - logcount_predictions_loss: 0.3366 298/1651 [====>.........................] - ETA: 3:07 - loss: 305.2219 - logits_profile_predictions_loss: 301.0145 - logcount_predictions_loss: 0.3366 299/1651 [====>.........................] - ETA: 3:07 - loss: 305.2213 - logits_profile_predictions_loss: 301.0142 - logcount_predictions_loss: 0.3366 300/1651 [====>.........................] - ETA: 3:07 - loss: 305.2201 - logits_profile_predictions_loss: 301.0133 - logcount_predictions_loss: 0.3365 301/1651 [====>.........................] - ETA: 3:07 - loss: 305.2190 - logits_profile_predictions_loss: 301.0125 - logcount_predictions_loss: 0.3365 302/1651 [====>.........................] - ETA: 3:06 - loss: 305.2180 - logits_profile_predictions_loss: 301.0118 - logcount_predictions_loss: 0.3365 303/1651 [====>.........................] - ETA: 3:06 - loss: 305.2169 - logits_profile_predictions_loss: 301.0110 - logcount_predictions_loss: 0.3365 304/1651 [====>.........................] - ETA: 3:06 - loss: 305.2157 - logits_profile_predictions_loss: 301.0101 - logcount_predictions_loss: 0.3365 305/1651 [====>.........................] - ETA: 3:06 - loss: 305.2148 - logits_profile_predictions_loss: 301.0095 - logcount_predictions_loss: 0.3364 306/1651 [====>.........................] - ETA: 3:06 - loss: 305.2140 - logits_profile_predictions_loss: 301.0089 - logcount_predictions_loss: 0.3364 307/1651 [====>.........................] - ETA: 3:06 - loss: 305.2134 - logits_profile_predictions_loss: 301.0086 - logcount_predictions_loss: 0.3364 308/1651 [====>.........................] - ETA: 3:06 - loss: 305.2130 - logits_profile_predictions_loss: 301.0084 - logcount_predictions_loss: 0.3364 309/1651 [====>.........................] - ETA: 3:05 - loss: 305.2122 - logits_profile_predictions_loss: 301.0080 - logcount_predictions_loss: 0.3363 310/1651 [====>.........................] - ETA: 3:05 - loss: 305.2114 - logits_profile_predictions_loss: 301.0074 - logcount_predictions_loss: 0.3363 311/1651 [====>.........................] - ETA: 3:05 - loss: 305.2107 - logits_profile_predictions_loss: 301.0070 - logcount_predictions_loss: 0.3363 312/1651 [====>.........................] - ETA: 3:05 - loss: 305.2103 - logits_profile_predictions_loss: 301.0069 - logcount_predictions_loss: 0.3363 313/1651 [====>.........................] - ETA: 3:05 - loss: 305.2099 - logits_profile_predictions_loss: 301.0068 - logcount_predictions_loss: 0.3362 314/1651 [====>.........................] - ETA: 3:05 - loss: 305.2099 - logits_profile_predictions_loss: 301.0071 - logcount_predictions_loss: 0.3362 315/1651 [====>.........................] - ETA: 3:05 - loss: 305.2098 - logits_profile_predictions_loss: 301.0073 - logcount_predictions_loss: 0.3362 316/1651 [====>.........................] - ETA: 3:04 - loss: 305.2093 - logits_profile_predictions_loss: 301.0071 - logcount_predictions_loss: 0.3362 317/1651 [====>.........................] - ETA: 3:04 - loss: 305.2085 - logits_profile_predictions_loss: 301.0066 - logcount_predictions_loss: 0.3362 318/1651 [====>.........................] - ETA: 3:04 - loss: 305.2078 - logits_profile_predictions_loss: 301.0061 - logcount_predictions_loss: 0.3361 319/1651 [====>.........................] - ETA: 3:04 - loss: 305.2067 - logits_profile_predictions_loss: 301.0053 - logcount_predictions_loss: 0.3361 320/1651 [====>.........................] - ETA: 3:04 - loss: 305.2053 - 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[============================>.] - ETA: 1s - loss: 304.3946 - logits_profile_predictions_loss: 300.3342 - logcount_predictions_loss: 0.3248 1642/1651 [============================>.] - ETA: 1s - loss: 304.3945 - logits_profile_predictions_loss: 300.3341 - logcount_predictions_loss: 0.3248 1643/1651 [============================>.] - ETA: 1s - loss: 304.3943 - logits_profile_predictions_loss: 300.3340 - logcount_predictions_loss: 0.3248 1644/1651 [============================>.] - ETA: 0s - loss: 304.3941 - logits_profile_predictions_loss: 300.3339 - logcount_predictions_loss: 0.3248 1645/1651 [============================>.] - ETA: 0s - loss: 304.3939 - logits_profile_predictions_loss: 300.3338 - logcount_predictions_loss: 0.3248 1646/1651 [============================>.] - ETA: 0s - loss: 304.3937 - logits_profile_predictions_loss: 300.3336 - logcount_predictions_loss: 0.3248 1647/1651 [============================>.] - ETA: 0s - loss: 304.3935 - logits_profile_predictions_loss: 300.3335 - logcount_predictions_loss: 0.3248 1648/1651 [============================>.] - ETA: 0s - loss: 304.3933 - logits_profile_predictions_loss: 300.3334 - logcount_predictions_loss: 0.3248 1649/1651 [============================>.] - ETA: 0s - loss: 304.3931 - logits_profile_predictions_loss: 300.3332 - logcount_predictions_loss: 0.3248 1650/1651 [============================>.] - ETA: 0s - loss: 304.3929 - logits_profile_predictions_loss: 300.3331 - logcount_predictions_loss: 0.3248 1651/1651 [==============================] - ETA: 0s - loss: 304.3927 - logits_profile_predictions_loss: 300.3329 - logcount_predictions_loss: 0.3248 1651/1651 [==============================] - 239s 145ms/step - loss: 304.3925 - logits_profile_predictions_loss: 300.3328 - logcount_predictions_loss: 0.3248 - val_loss: 334.7632 - val_logits_profile_predictions_loss: 328.6451 - val_logcount_predictions_loss: 0.4894 Epoch 00015: val_loss did not improve from 334.36279 Epoch 16/50 1/1651 [..............................] - ETA: 4:33 - loss: 284.1812 - logits_profile_predictions_loss: 281.4993 - logcount_predictions_loss: 0.2146 2/1651 [..............................] - ETA: 4:10 - loss: 303.3168 - logits_profile_predictions_loss: 300.5485 - logcount_predictions_loss: 0.2215 3/1651 [..............................] - ETA: 3:59 - loss: 310.1440 - logits_profile_predictions_loss: 307.1839 - logcount_predictions_loss: 0.2368 4/1651 [..............................] - ETA: 3:55 - loss: 314.1312 - logits_profile_predictions_loss: 311.0339 - logcount_predictions_loss: 0.2478 5/1651 [..............................] - ETA: 3:53 - loss: 315.4831 - logits_profile_predictions_loss: 312.3495 - logcount_predictions_loss: 0.2507 6/1651 [..............................] - ETA: 3:52 - loss: 316.7589 - logits_profile_predictions_loss: 313.6097 - logcount_predictions_loss: 0.2519 7/1651 [..............................] - ETA: 3:51 - loss: 316.9792 - logits_profile_predictions_loss: 313.7865 - logcount_predictions_loss: 0.2554 8/1651 [..............................] - ETA: 3:51 - loss: 316.4851 - logits_profile_predictions_loss: 313.2346 - logcount_predictions_loss: 0.2600 9/1651 [..............................] - ETA: 3:50 - loss: 316.4165 - logits_profile_predictions_loss: 313.1101 - logcount_predictions_loss: 0.2645 10/1651 [..............................] - ETA: 3:50 - loss: 316.0280 - logits_profile_predictions_loss: 312.6851 - logcount_predictions_loss: 0.2674 11/1651 [..............................] - ETA: 3:49 - loss: 315.6773 - logits_profile_predictions_loss: 312.3023 - logcount_predictions_loss: 0.2700 12/1651 [..............................] - ETA: 3:49 - loss: 315.3115 - logits_profile_predictions_loss: 311.9085 - logcount_predictions_loss: 0.2722 13/1651 [..............................] - ETA: 3:49 - loss: 314.7657 - logits_profile_predictions_loss: 311.3353 - logcount_predictions_loss: 0.2744 14/1651 [..............................] - ETA: 3:48 - loss: 314.1625 - logits_profile_predictions_loss: 310.7046 - logcount_predictions_loss: 0.2766 15/1651 [..............................] - ETA: 3:48 - loss: 313.7687 - logits_profile_predictions_loss: 310.2904 - logcount_predictions_loss: 0.2783 16/1651 [..............................] - ETA: 3:48 - loss: 313.4890 - logits_profile_predictions_loss: 309.9939 - logcount_predictions_loss: 0.2796 17/1651 [..............................] - ETA: 3:48 - loss: 313.1261 - logits_profile_predictions_loss: 309.6170 - logcount_predictions_loss: 0.2807 18/1651 [..............................] - ETA: 3:47 - loss: 312.7304 - logits_profile_predictions_loss: 309.2078 - logcount_predictions_loss: 0.2818 19/1651 [..............................] - ETA: 3:47 - loss: 312.4028 - logits_profile_predictions_loss: 308.8701 - logcount_predictions_loss: 0.2826 20/1651 [..............................] - ETA: 3:47 - loss: 312.2239 - logits_profile_predictions_loss: 308.6812 - logcount_predictions_loss: 0.2834 21/1651 [..............................] - ETA: 3:47 - loss: 311.9694 - logits_profile_predictions_loss: 308.4193 - logcount_predictions_loss: 0.2840 22/1651 [..............................] - ETA: 3:46 - loss: 311.6837 - logits_profile_predictions_loss: 308.1258 - logcount_predictions_loss: 0.2846 23/1651 [..............................] - ETA: 3:46 - loss: 311.3982 - logits_profile_predictions_loss: 307.8337 - logcount_predictions_loss: 0.2852 24/1651 [..............................] - ETA: 3:46 - loss: 311.1626 - logits_profile_predictions_loss: 307.5930 - logcount_predictions_loss: 0.2856 25/1651 [..............................] - ETA: 3:46 - loss: 310.9617 - logits_profile_predictions_loss: 307.3889 - logcount_predictions_loss: 0.2858 26/1651 [..............................] - ETA: 3:46 - loss: 310.7709 - logits_profile_predictions_loss: 307.1963 - logcount_predictions_loss: 0.2860 27/1651 [..............................] - ETA: 3:46 - loss: 310.5939 - logits_profile_predictions_loss: 307.0166 - logcount_predictions_loss: 0.2862 28/1651 [..............................] - ETA: 3:45 - loss: 310.4133 - logits_profile_predictions_loss: 306.8339 - logcount_predictions_loss: 0.2863 29/1651 [..............................] - ETA: 3:45 - loss: 310.2947 - logits_profile_predictions_loss: 306.7133 - logcount_predictions_loss: 0.2865 30/1651 [..............................] - ETA: 3:45 - loss: 310.1420 - logits_profile_predictions_loss: 306.5580 - logcount_predictions_loss: 0.2867 31/1651 [..............................] - ETA: 3:45 - loss: 310.0167 - logits_profile_predictions_loss: 306.4307 - logcount_predictions_loss: 0.2869 32/1651 [..............................] - ETA: 3:45 - loss: 309.8783 - logits_profile_predictions_loss: 306.2903 - logcount_predictions_loss: 0.2870 33/1651 [..............................] - ETA: 3:45 - loss: 309.7629 - logits_profile_predictions_loss: 306.1734 - logcount_predictions_loss: 0.2872 34/1651 [..............................] - ETA: 3:44 - 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41/1651 [..............................] - ETA: 3:43 - loss: 309.1087 - logits_profile_predictions_loss: 305.5112 - logcount_predictions_loss: 0.2878 42/1651 [..............................] - ETA: 3:43 - loss: 309.0334 - logits_profile_predictions_loss: 305.4350 - logcount_predictions_loss: 0.2879 43/1651 [..............................] - ETA: 3:43 - loss: 308.9583 - logits_profile_predictions_loss: 305.3589 - logcount_predictions_loss: 0.2879 44/1651 [..............................] - ETA: 3:43 - loss: 308.8816 - logits_profile_predictions_loss: 305.2811 - logcount_predictions_loss: 0.2880 45/1651 [..............................] - ETA: 3:43 - loss: 308.8114 - logits_profile_predictions_loss: 305.2102 - logcount_predictions_loss: 0.2881 46/1651 [..............................] - ETA: 3:43 - loss: 308.7392 - logits_profile_predictions_loss: 305.1378 - logcount_predictions_loss: 0.2881 47/1651 [..............................] - ETA: 3:42 - loss: 308.6568 - 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[..............................] - ETA: 3:41 - loss: 308.1311 - logits_profile_predictions_loss: 304.5295 - logcount_predictions_loss: 0.2881 55/1651 [..............................] - ETA: 3:41 - loss: 308.0623 - logits_profile_predictions_loss: 304.4609 - logcount_predictions_loss: 0.2881 56/1651 [>.............................] - ETA: 3:41 - loss: 307.9939 - logits_profile_predictions_loss: 304.3925 - logcount_predictions_loss: 0.2881 57/1651 [>.............................] - ETA: 3:41 - loss: 307.9259 - logits_profile_predictions_loss: 304.3240 - logcount_predictions_loss: 0.2882 58/1651 [>.............................] - ETA: 3:41 - loss: 307.8674 - logits_profile_predictions_loss: 304.2652 - logcount_predictions_loss: 0.2882 59/1651 [>.............................] - ETA: 3:41 - loss: 307.8047 - logits_profile_predictions_loss: 304.2022 - logcount_predictions_loss: 0.2882 60/1651 [>.............................] - ETA: 3:40 - loss: 307.7426 - logits_profile_predictions_loss: 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1629/1651 [============================>.] - ETA: 3s - loss: 302.9101 - logits_profile_predictions_loss: 299.2813 - logcount_predictions_loss: 0.2903 1630/1651 [============================>.] - ETA: 2s - loss: 302.9095 - logits_profile_predictions_loss: 299.2807 - logcount_predictions_loss: 0.2903 1631/1651 [============================>.] - ETA: 2s - loss: 302.9089 - logits_profile_predictions_loss: 299.2801 - logcount_predictions_loss: 0.2903 1632/1651 [============================>.] - ETA: 2s - loss: 302.9083 - logits_profile_predictions_loss: 299.2795 - logcount_predictions_loss: 0.2903 1633/1651 [============================>.] - ETA: 2s - loss: 302.9077 - logits_profile_predictions_loss: 299.2789 - logcount_predictions_loss: 0.2903 1634/1651 [============================>.] - ETA: 2s - loss: 302.9071 - logits_profile_predictions_loss: 299.2783 - logcount_predictions_loss: 0.2903 1635/1651 [============================>.] - ETA: 2s - loss: 302.9065 - logits_profile_predictions_loss: 299.2777 - logcount_predictions_loss: 0.2903 1636/1651 [============================>.] - ETA: 2s - loss: 302.9059 - logits_profile_predictions_loss: 299.2771 - logcount_predictions_loss: 0.2903 1637/1651 [============================>.] - ETA: 1s - loss: 302.9053 - logits_profile_predictions_loss: 299.2765 - logcount_predictions_loss: 0.2903 1638/1651 [============================>.] - ETA: 1s - loss: 302.9046 - logits_profile_predictions_loss: 299.2759 - logcount_predictions_loss: 0.2903 1639/1651 [============================>.] - ETA: 1s - loss: 302.9040 - logits_profile_predictions_loss: 299.2753 - logcount_predictions_loss: 0.2903 1640/1651 [============================>.] - ETA: 1s - loss: 302.9034 - logits_profile_predictions_loss: 299.2747 - logcount_predictions_loss: 0.2903 1641/1651 [============================>.] - ETA: 1s - loss: 302.9028 - logits_profile_predictions_loss: 299.2741 - logcount_predictions_loss: 0.2903 1642/1651 [============================>.] - ETA: 1s - loss: 302.9022 - logits_profile_predictions_loss: 299.2735 - logcount_predictions_loss: 0.2903 1643/1651 [============================>.] - ETA: 1s - loss: 302.9015 - logits_profile_predictions_loss: 299.2729 - logcount_predictions_loss: 0.2903 1644/1651 [============================>.] - ETA: 0s - loss: 302.9009 - logits_profile_predictions_loss: 299.2723 - logcount_predictions_loss: 0.2903 1645/1651 [============================>.] - ETA: 0s - loss: 302.9003 - logits_profile_predictions_loss: 299.2716 - logcount_predictions_loss: 0.2903 1646/1651 [============================>.] - ETA: 0s - loss: 302.8997 - logits_profile_predictions_loss: 299.2710 - logcount_predictions_loss: 0.2903 1647/1651 [============================>.] - ETA: 0s - loss: 302.8991 - logits_profile_predictions_loss: 299.2704 - logcount_predictions_loss: 0.2903 1648/1651 [============================>.] - ETA: 0s - loss: 302.8985 - logits_profile_predictions_loss: 299.2698 - logcount_predictions_loss: 0.2903 1649/1651 [============================>.] - ETA: 0s - loss: 302.8978 - logits_profile_predictions_loss: 299.2692 - logcount_predictions_loss: 0.2903 1650/1651 [============================>.] - ETA: 0s - loss: 302.8972 - logits_profile_predictions_loss: 299.2686 - logcount_predictions_loss: 0.2903 1651/1651 [==============================] - ETA: 0s - loss: 302.8966 - logits_profile_predictions_loss: 299.2680 - logcount_predictions_loss: 0.2903 1651/1651 [==============================] - 239s 145ms/step - loss: 302.8960 - logits_profile_predictions_loss: 299.2674 - logcount_predictions_loss: 0.2903 - val_loss: 336.2947 - val_logits_profile_predictions_loss: 329.6601 - val_logcount_predictions_loss: 0.5308 Epoch 00016: val_loss did not improve from 334.36279 Restoring model weights from the end of the best epoch. Epoch 00016: early stopping save model save model without bias 2022-09-21_22-42-41: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(25474, 10) loading nonpeaks... got split:test for bed regions:(28044, 10) 0/210 100/210 200/210 2022-09-21_22-44-50: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(25474, 10) loading nonpeaks... got split:test for bed regions:(28044, 10) 0/210 100/210 200/210 2022-09-21_22-46-51: 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//ENCSR608KJD//preprocessing/bigWigs/ENCSR608KJD.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(25474, 10) loading nonpeaks... got split:test for bed regions:(28044, 10) 0/210 100/210 200/210 2022-09-21_22-48-13: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//footprints 2022-09-21_22-48-13: 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/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//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 1/24 [>.............................] - ETA: 2:21 3/24 [==>...........................] - ETA: 6s  4/24 [====>.........................] - ETA: 8s 5/24 [=====>........................] - ETA: 8s 6/24 [======>.......................] - ETA: 9s 7/24 [=======>......................] - ETA: 8s 8/24 [=========>....................] - ETA: 8s 9/24 [==========>...................] - ETA: 8s 10/24 [===========>..................] - ETA: 7s 11/24 [============>.................] - ETA: 7s 12/24 [==============>...............] - ETA: 6s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 5s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 2s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 22s 672ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 628ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 629ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 628ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 629ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 629ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 628ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 629ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 628ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 14s 628ms/step Saving marginal footprints 2022-09-21_22-51-00: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//footprints 2022-09-21_22-51-00: 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/ENCSR608KJD//chrombpnet_model_feb15_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR608KJD//chrombpnet_model_feb15_fold_4//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 1/24 [>.............................] - ETA: 59s 3/24 [==>...........................] - ETA: 0s  5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 55ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 6/24 [======>.......................] - ETA: 0s 8/24 [=========>....................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 50ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step Saving marginal footprints