2022-10-04_14-36-20: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 137417 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 137417 Number of peaks input: 33343 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 33343 Number of non peaks input: 136066 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 136066 Number of non peaks input: 34694 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 34694 Number of peaks after removing outliers: 135905 Number of nonpeaks after removing outliers: 120287 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 1/3759 [..............................] - ETA: 7:42:20 12/3759 [..............................] - ETA: 17s  23/3759 [..............................] - ETA: 17s 34/3759 [..............................] - ETA: 17s 45/3759 [..............................] - ETA: 17s 57/3759 [..............................] - ETA: 17s 69/3759 [..............................] - ETA: 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ETA: 0s 3609/3759 [===========================>..] - ETA: 0s 3621/3759 [===========================>..] - ETA: 0s 3633/3759 [===========================>..] - ETA: 0s 3645/3759 [============================>.] - ETA: 0s 3657/3759 [============================>.] - ETA: 0s 3668/3759 [============================>.] - ETA: 0s 3679/3759 [============================>.] - ETA: 0s 3691/3759 [============================>.] - ETA: 0s 3703/3759 [============================>.] - ETA: 0s 3715/3759 [============================>.] - ETA: 0s 3727/3759 [============================>.] - ETA: 0s 3739/3759 [============================>.] - ETA: 0s 3751/3759 [============================>.] - ETA: 0s 3759/3759 [==============================] - ETA: 0s 3759/3759 [==============================] - 24s 5ms/step 2022-10-04_14-42-53: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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': '26.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(117468, 10) loading nonpeaks... got split:train for bed regions:(107749, 10) loading peaks... got split:valid for bed regions:(18437, 10) loading nonpeaks... got split:valid for bed regions:(12538, 10) Epoch 1/50 1/2019 [..............................] - ETA: 3:35:55 - loss: 1768.8488 - logits_profile_predictions_loss: 1608.2444 - logcount_predictions_loss: 5.9927 2/2019 [..............................] - ETA: 4:45 - loss: 2048.0897 - logits_profile_predictions_loss: 1518.1656 - logcount_predictions_loss: 19.7733  3/2019 [..............................] - ETA: 4:43 - loss: 2042.3703 - logits_profile_predictions_loss: 1474.6097 - logcount_predictions_loss: 21.1851 4/2019 [..............................] - ETA: 4:42 - loss: 2019.3466 - logits_profile_predictions_loss: 1464.2256 - logcount_predictions_loss: 20.7135 5/2019 [..............................] - ETA: 4:42 - loss: 1980.9673 - logits_profile_predictions_loss: 1448.8950 - logcount_predictions_loss: 19.8534 6/2019 [..............................] - ETA: 4:41 - loss: 1938.6162 - logits_profile_predictions_loss: 1430.6989 - logcount_predictions_loss: 18.9521 7/2019 [..............................] - ETA: 4:41 - loss: 1910.5125 - logits_profile_predictions_loss: 1424.3781 - logcount_predictions_loss: 18.1393 8/2019 [..............................] - ETA: 4:43 - loss: 1886.7131 - logits_profile_predictions_loss: 1420.1495 - logcount_predictions_loss: 17.4091 9/2019 [..............................] - ETA: 4:44 - loss: 1864.0145 - logits_profile_predictions_loss: 1414.9942 - logcount_predictions_loss: 16.7545 10/2019 [..............................] - ETA: 4:44 - loss: 1843.7444 - logits_profile_predictions_loss: 1410.4399 - logcount_predictions_loss: 16.1681 11/2019 [..............................] - ETA: 4:43 - loss: 1828.1031 - logits_profile_predictions_loss: 1408.6509 - logcount_predictions_loss: 15.6512 12/2019 [..............................] - ETA: 4:43 - loss: 1816.1701 - logits_profile_predictions_loss: 1409.0604 - logcount_predictions_loss: 15.1907 13/2019 [..............................] - ETA: 4:42 - loss: 1804.4727 - logits_profile_predictions_loss: 1408.6099 - logcount_predictions_loss: 14.7710 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logits_profile_predictions_loss: 1380.8651 - logcount_predictions_loss: 6.6081 281/2019 [===>..........................] - ETA: 4:02 - loss: 1557.7408 - logits_profile_predictions_loss: 1380.7267 - logcount_predictions_loss: 6.6050 282/2019 [===>..........................] - ETA: 4:02 - loss: 1557.5231 - logits_profile_predictions_loss: 1380.5905 - logcount_predictions_loss: 6.6020 283/2019 [===>..........................] - ETA: 4:02 - loss: 1557.3054 - logits_profile_predictions_loss: 1380.4538 - logcount_predictions_loss: 6.5990 284/2019 [===>..........................] - ETA: 4:02 - loss: 1557.0865 - logits_profile_predictions_loss: 1380.3155 - logcount_predictions_loss: 6.5959 285/2019 [===>..........................] - ETA: 4:02 - loss: 1556.8680 - logits_profile_predictions_loss: 1380.1769 - logcount_predictions_loss: 6.5930 286/2019 [===>..........................] - ETA: 4:02 - loss: 1556.6545 - logits_profile_predictions_loss: 1380.0422 - logcount_predictions_loss: 6.5900 287/2019 [===>..........................] - ETA: 4:01 - loss: 1556.4401 - logits_profile_predictions_loss: 1379.9065 - logcount_predictions_loss: 6.5871 288/2019 [===>..........................] - ETA: 4:01 - loss: 1556.2267 - logits_profile_predictions_loss: 1379.7713 - logcount_predictions_loss: 6.5842 289/2019 [===>..........................] - ETA: 4:01 - loss: 1556.0143 - logits_profile_predictions_loss: 1379.6364 - logcount_predictions_loss: 6.5813 290/2019 [===>..........................] - ETA: 4:01 - loss: 1555.8020 - logits_profile_predictions_loss: 1379.5012 - logcount_predictions_loss: 6.5784 291/2019 [===>..........................] - ETA: 4:01 - loss: 1555.5876 - logits_profile_predictions_loss: 1379.3637 - logcount_predictions_loss: 6.5755 292/2019 [===>..........................] - ETA: 4:01 - loss: 1555.3749 - logits_profile_predictions_loss: 1379.2273 - logcount_predictions_loss: 6.5727 293/2019 [===>..........................] - ETA: 4:01 - loss: 1555.1613 - logits_profile_predictions_loss: 1379.0897 - logcount_predictions_loss: 6.5699 294/2019 [===>..........................] - ETA: 4:00 - loss: 1554.9468 - logits_profile_predictions_loss: 1378.9509 - logcount_predictions_loss: 6.5670 295/2019 [===>..........................] - ETA: 4:00 - loss: 1554.7336 - logits_profile_predictions_loss: 1378.8127 - logcount_predictions_loss: 6.5642 296/2019 [===>..........................] - ETA: 4:00 - loss: 1554.5172 - logits_profile_predictions_loss: 1378.6714 - logcount_predictions_loss: 6.5614 297/2019 [===>..........................] - ETA: 4:00 - loss: 1554.2983 - logits_profile_predictions_loss: 1378.5273 - logcount_predictions_loss: 6.5586 298/2019 [===>..........................] - ETA: 4:00 - loss: 1554.0829 - logits_profile_predictions_loss: 1378.3860 - logcount_predictions_loss: 6.5559 299/2019 [===>..........................] - ETA: 4:00 - loss: 1553.8729 - logits_profile_predictions_loss: 1378.2492 - logcount_predictions_loss: 6.5531 300/2019 [===>..........................] - ETA: 4:00 - loss: 1553.6616 - logits_profile_predictions_loss: 1378.1108 - logcount_predictions_loss: 6.5504 301/2019 [===>..........................] - ETA: 3:59 - loss: 1553.4493 - logits_profile_predictions_loss: 1377.9711 - logcount_predictions_loss: 6.5477 302/2019 [===>..........................] - ETA: 3:59 - loss: 1553.2361 - logits_profile_predictions_loss: 1377.8302 - logcount_predictions_loss: 6.5450 303/2019 [===>..........................] - ETA: 3:59 - loss: 1553.0228 - logits_profile_predictions_loss: 1377.6887 - logcount_predictions_loss: 6.5423 304/2019 [===>..........................] - ETA: 3:59 - loss: 1552.8104 - logits_profile_predictions_loss: 1377.5478 - logcount_predictions_loss: 6.5397 305/2019 [===>..........................] - ETA: 3:59 - loss: 1552.5989 - logits_profile_predictions_loss: 1377.4073 - logcount_predictions_loss: 6.5370 306/2019 [===>..........................] - ETA: 3:59 - loss: 1552.3847 - logits_profile_predictions_loss: 1377.2639 - logcount_predictions_loss: 6.5344 307/2019 [===>..........................] - ETA: 3:59 - loss: 1552.1700 - logits_profile_predictions_loss: 1377.1198 - logcount_predictions_loss: 6.5317 308/2019 [===>..........................] - ETA: 3:58 - loss: 1551.9569 - logits_profile_predictions_loss: 1376.9767 - logcount_predictions_loss: 6.5291 309/2019 [===>..........................] - ETA: 3:58 - loss: 1551.7456 - logits_profile_predictions_loss: 1376.8348 - logcount_predictions_loss: 6.5265 310/2019 [===>..........................] - ETA: 3:58 - loss: 1551.5354 - logits_profile_predictions_loss: 1376.6936 - logcount_predictions_loss: 6.5240 311/2019 [===>..........................] - ETA: 3:58 - loss: 1551.3218 - logits_profile_predictions_loss: 1376.5491 - logcount_predictions_loss: 6.5214 312/2019 [===>..........................] - ETA: 3:58 - loss: 1551.1064 - logits_profile_predictions_loss: 1376.4025 - logcount_predictions_loss: 6.5188 313/2019 [===>..........................] - ETA: 3:58 - loss: 1550.8870 - logits_profile_predictions_loss: 1376.2521 - logcount_predictions_loss: 6.5162 314/2019 [===>..........................] - ETA: 3:58 - loss: 1550.6656 - logits_profile_predictions_loss: 1376.0995 - logcount_predictions_loss: 6.5137 315/2019 [===>..........................] - ETA: 3:57 - loss: 1550.4461 - logits_profile_predictions_loss: 1375.9482 - logcount_predictions_loss: 6.5111 316/2019 [===>..........................] - ETA: 3:57 - loss: 1550.2268 - logits_profile_predictions_loss: 1375.7966 - logcount_predictions_loss: 6.5086 317/2019 [===>..........................] - ETA: 3:57 - loss: 1550.0089 - logits_profile_predictions_loss: 1375.6462 - logcount_predictions_loss: 6.5061 318/2019 [===>..........................] - ETA: 3:57 - loss: 1549.7940 - logits_profile_predictions_loss: 1375.4981 - logcount_predictions_loss: 6.5036 319/2019 [===>..........................] - ETA: 3:57 - loss: 1549.5802 - logits_profile_predictions_loss: 1375.3506 - logcount_predictions_loss: 6.5011 320/2019 [===>..........................] - ETA: 3:57 - loss: 1549.3666 - logits_profile_predictions_loss: 1375.2029 - logcount_predictions_loss: 6.4987 321/2019 [===>..........................] - ETA: 3:57 - loss: 1549.1555 - logits_profile_predictions_loss: 1375.0572 - logcount_predictions_loss: 6.4962 322/2019 [===>..........................] - ETA: 3:56 - loss: 1548.9476 - logits_profile_predictions_loss: 1374.9140 - logcount_predictions_loss: 6.4938 323/2019 [===>..........................] - ETA: 3:56 - loss: 1548.7386 - logits_profile_predictions_loss: 1374.7697 - logcount_predictions_loss: 6.4914 324/2019 [===>..........................] - ETA: 3:56 - loss: 1548.5272 - logits_profile_predictions_loss: 1374.6228 - logcount_predictions_loss: 6.4890 325/2019 [===>..........................] - ETA: 3:56 - loss: 1548.3174 - logits_profile_predictions_loss: 1374.4771 - logcount_predictions_loss: 6.4866 326/2019 [===>..........................] - ETA: 3:56 - loss: 1548.1085 - logits_profile_predictions_loss: 1374.3319 - logcount_predictions_loss: 6.4842 327/2019 [===>..........................] - ETA: 3:56 - loss: 1547.9003 - logits_profile_predictions_loss: 1374.1871 - logcount_predictions_loss: 6.4818 328/2019 [===>..........................] - ETA: 3:56 - loss: 1547.6961 - logits_profile_predictions_loss: 1374.0456 - logcount_predictions_loss: 6.4795 329/2019 [===>..........................] - ETA: 3:55 - loss: 1547.4910 - logits_profile_predictions_loss: 1373.9031 - logcount_predictions_loss: 6.4772 330/2019 [===>..........................] - ETA: 3:55 - loss: 1547.2892 - logits_profile_predictions_loss: 1373.7634 - logcount_predictions_loss: 6.4749 331/2019 [===>..........................] - ETA: 3:55 - loss: 1547.0887 - logits_profile_predictions_loss: 1373.6244 - logcount_predictions_loss: 6.4726 332/2019 [===>..........................] - ETA: 3:55 - loss: 1546.8898 - logits_profile_predictions_loss: 1373.4865 - logcount_predictions_loss: 6.4703 333/2019 [===>..........................] - ETA: 3:55 - loss: 1546.6921 - logits_profile_predictions_loss: 1373.3497 - logcount_predictions_loss: 6.4680 334/2019 [===>..........................] - ETA: 3:55 - loss: 1546.4976 - logits_profile_predictions_loss: 1373.2152 - logcount_predictions_loss: 6.4658 335/2019 [===>..........................] - ETA: 3:55 - loss: 1546.3008 - logits_profile_predictions_loss: 1373.0785 - logcount_predictions_loss: 6.4635 336/2019 [===>..........................] - ETA: 3:54 - loss: 1546.1034 - logits_profile_predictions_loss: 1372.9409 - logcount_predictions_loss: 6.4613 337/2019 [====>.........................] - ETA: 3:54 - loss: 1545.9071 - logits_profile_predictions_loss: 1372.8041 - logcount_predictions_loss: 6.4591 338/2019 [====>.........................] - ETA: 3:54 - loss: 1545.7117 - logits_profile_predictions_loss: 1372.6677 - logcount_predictions_loss: 6.4569 339/2019 [====>.........................] - ETA: 3:54 - loss: 1545.5172 - logits_profile_predictions_loss: 1372.5319 - logcount_predictions_loss: 6.4547 340/2019 [====>.........................] - ETA: 3:54 - loss: 1545.3208 - logits_profile_predictions_loss: 1372.3942 - logcount_predictions_loss: 6.4525 341/2019 [====>.........................] - ETA: 3:54 - loss: 1545.1250 - logits_profile_predictions_loss: 1372.2566 - logcount_predictions_loss: 6.4503 342/2019 [====>.........................] - ETA: 3:54 - loss: 1544.9290 - logits_profile_predictions_loss: 1372.1185 - logcount_predictions_loss: 6.4482 343/2019 [====>.........................] - ETA: 3:53 - loss: 1544.7331 - logits_profile_predictions_loss: 1371.9803 - logcount_predictions_loss: 6.4460 344/2019 [====>.........................] - ETA: 3:53 - loss: 1544.5382 - logits_profile_predictions_loss: 1371.8427 - logcount_predictions_loss: 6.4439 345/2019 [====>.........................] - ETA: 3:53 - loss: 1544.3436 - logits_profile_predictions_loss: 1371.7051 - logcount_predictions_loss: 6.4417 346/2019 [====>.........................] - ETA: 3:53 - loss: 1544.1501 - logits_profile_predictions_loss: 1371.5684 - logcount_predictions_loss: 6.4396 347/2019 [====>.........................] - ETA: 3:53 - loss: 1543.9561 - logits_profile_predictions_loss: 1371.4310 - logcount_predictions_loss: 6.4375 348/2019 [====>.........................] - ETA: 3:53 - loss: 1543.7641 - logits_profile_predictions_loss: 1371.2950 - logcount_predictions_loss: 6.4354 349/2019 [====>.........................] - ETA: 3:53 - loss: 1543.5703 - logits_profile_predictions_loss: 1371.1571 - logcount_predictions_loss: 6.4333 350/2019 [====>.........................] - ETA: 3:52 - loss: 1543.3778 - logits_profile_predictions_loss: 1371.0202 - logcount_predictions_loss: 6.4313 351/2019 [====>.........................] - ETA: 3:52 - loss: 1543.1890 - logits_profile_predictions_loss: 1370.8863 - logcount_predictions_loss: 6.4292 352/2019 [====>.........................] - ETA: 3:52 - loss: 1543.0027 - logits_profile_predictions_loss: 1370.7546 - logcount_predictions_loss: 6.4272 353/2019 [====>.........................] - ETA: 3:52 - loss: 1542.8178 - logits_profile_predictions_loss: 1370.6237 - logcount_predictions_loss: 6.4252 354/2019 [====>.........................] - ETA: 3:52 - loss: 1542.6326 - logits_profile_predictions_loss: 1370.4924 - logcount_predictions_loss: 6.4232 355/2019 [====>.........................] - ETA: 3:52 - loss: 1542.4456 - logits_profile_predictions_loss: 1370.3592 - logcount_predictions_loss: 6.4211 356/2019 [====>.........................] - ETA: 3:52 - loss: 1542.2596 - logits_profile_predictions_loss: 1370.2268 - logcount_predictions_loss: 6.4191 357/2019 [====>.........................] - ETA: 3:51 - loss: 1542.0745 - logits_profile_predictions_loss: 1370.0949 - logcount_predictions_loss: 6.4172 358/2019 [====>.........................] - ETA: 3:51 - loss: 1541.8902 - logits_profile_predictions_loss: 1369.9636 - logcount_predictions_loss: 6.4152 359/2019 [====>.........................] - ETA: 3:51 - loss: 1541.7079 - logits_profile_predictions_loss: 1369.8338 - logcount_predictions_loss: 6.4132 360/2019 [====>.........................] - ETA: 3:51 - loss: 1541.5228 - logits_profile_predictions_loss: 1369.7013 - logcount_predictions_loss: 6.4113 361/2019 [====>.........................] - ETA: 3:51 - loss: 1541.3367 - logits_profile_predictions_loss: 1369.5676 - logcount_predictions_loss: 6.4093 362/2019 [====>.........................] - ETA: 3:51 - loss: 1541.1517 - logits_profile_predictions_loss: 1369.4347 - logcount_predictions_loss: 6.4074 363/2019 [====>.........................] - ETA: 3:51 - loss: 1540.9679 - logits_profile_predictions_loss: 1369.3027 - logcount_predictions_loss: 6.4054 364/2019 [====>.........................] - ETA: 3:50 - loss: 1540.7844 - logits_profile_predictions_loss: 1369.1706 - logcount_predictions_loss: 6.4035 365/2019 [====>.........................] - ETA: 3:50 - loss: 1540.5988 - logits_profile_predictions_loss: 1369.0366 - logcount_predictions_loss: 6.4016 366/2019 [====>.........................] - ETA: 3:50 - loss: 1540.4152 - logits_profile_predictions_loss: 1368.9040 - logcount_predictions_loss: 6.3997 367/2019 [====>.........................] - ETA: 3:50 - loss: 1540.2342 - logits_profile_predictions_loss: 1368.7738 - logcount_predictions_loss: 6.3978 368/2019 [====>.........................] - ETA: 3:50 - loss: 1540.0533 - logits_profile_predictions_loss: 1368.6433 - logcount_predictions_loss: 6.3959 369/2019 [====>.........................] - ETA: 3:50 - loss: 1539.8703 - logits_profile_predictions_loss: 1368.5108 - logcount_predictions_loss: 6.3940 370/2019 [====>.........................] - ETA: 3:50 - loss: 1539.6894 - logits_profile_predictions_loss: 1368.3801 - logcount_predictions_loss: 6.3922 371/2019 [====>.........................] - ETA: 3:49 - loss: 1539.5080 - logits_profile_predictions_loss: 1368.2487 - logcount_predictions_loss: 6.3903 372/2019 [====>.........................] - ETA: 3:49 - loss: 1539.3264 - logits_profile_predictions_loss: 1368.1170 - logcount_predictions_loss: 6.3884 373/2019 [====>.........................] - ETA: 3:49 - loss: 1539.1479 - logits_profile_predictions_loss: 1367.9880 - logcount_predictions_loss: 6.3866 374/2019 [====>.........................] - ETA: 3:49 - loss: 1538.9697 - logits_profile_predictions_loss: 1367.8590 - logcount_predictions_loss: 6.3847 375/2019 [====>.........................] - ETA: 3:49 - loss: 1538.7894 - logits_profile_predictions_loss: 1367.7278 - logcount_predictions_loss: 6.3829 376/2019 [====>.........................] - ETA: 3:49 - loss: 1538.6114 - logits_profile_predictions_loss: 1367.5984 - logcount_predictions_loss: 6.3811 377/2019 [====>.........................] - ETA: 3:49 - loss: 1538.4387 - logits_profile_predictions_loss: 1367.4737 - logcount_predictions_loss: 6.3793 378/2019 [====>.........................] - ETA: 3:49 - loss: 1538.2643 - logits_profile_predictions_loss: 1367.3472 - logcount_predictions_loss: 6.3775 379/2019 [====>.........................] - ETA: 3:48 - loss: 1538.0885 - logits_profile_predictions_loss: 1367.2192 - logcount_predictions_loss: 6.3757 380/2019 [====>.........................] - ETA: 3:48 - loss: 1537.9107 - logits_profile_predictions_loss: 1367.0893 - logcount_predictions_loss: 6.3739 381/2019 [====>.........................] - ETA: 3:48 - loss: 1537.7313 - logits_profile_predictions_loss: 1366.9577 - logcount_predictions_loss: 6.3722 382/2019 [====>.........................] - ETA: 3:48 - loss: 1537.5520 - logits_profile_predictions_loss: 1366.8259 - logcount_predictions_loss: 6.3704 383/2019 [====>.........................] - ETA: 3:48 - loss: 1537.3740 - logits_profile_predictions_loss: 1366.6952 - logcount_predictions_loss: 6.3686 384/2019 [====>.........................] - ETA: 3:48 - loss: 1537.1965 - logits_profile_predictions_loss: 1366.5646 - logcount_predictions_loss: 6.3669 385/2019 [====>.........................] - ETA: 3:48 - loss: 1537.0192 - logits_profile_predictions_loss: 1366.4342 - logcount_predictions_loss: 6.3651 386/2019 [====>.........................] - ETA: 3:47 - loss: 1536.8419 - logits_profile_predictions_loss: 1366.3035 - logcount_predictions_loss: 6.3634 387/2019 [====>.........................] - ETA: 3:47 - loss: 1536.6646 - logits_profile_predictions_loss: 1366.1727 - logcount_predictions_loss: 6.3617 388/2019 [====>.........................] - ETA: 3:47 - loss: 1536.4850 - logits_profile_predictions_loss: 1366.0397 - logcount_predictions_loss: 6.3599 389/2019 [====>.........................] - ETA: 3:47 - loss: 1536.3051 - logits_profile_predictions_loss: 1365.9062 - logcount_predictions_loss: 6.3582 390/2019 [====>.........................] - ETA: 3:47 - loss: 1536.1239 - logits_profile_predictions_loss: 1365.7714 - logcount_predictions_loss: 6.3565 391/2019 [====>.........................] - ETA: 3:47 - loss: 1535.9437 - logits_profile_predictions_loss: 1365.6372 - logcount_predictions_loss: 6.3547 392/2019 [====>.........................] - ETA: 3:47 - loss: 1535.7661 - logits_profile_predictions_loss: 1365.5052 - logcount_predictions_loss: 6.3530 393/2019 [====>.........................] - ETA: 3:46 - loss: 1535.5891 - logits_profile_predictions_loss: 1365.3737 - logcount_predictions_loss: 6.3513 394/2019 [====>.........................] - ETA: 3:46 - loss: 1535.4130 - logits_profile_predictions_loss: 1365.2426 - logcount_predictions_loss: 6.3497 395/2019 [====>.........................] - ETA: 3:46 - loss: 1535.2379 - logits_profile_predictions_loss: 1365.1123 - logcount_predictions_loss: 6.3480 396/2019 [====>.........................] - ETA: 3:46 - loss: 1535.0609 - logits_profile_predictions_loss: 1364.9801 - logcount_predictions_loss: 6.3463 397/2019 [====>.........................] - ETA: 3:46 - loss: 1534.8835 - logits_profile_predictions_loss: 1364.8473 - logcount_predictions_loss: 6.3446 398/2019 [====>.........................] - ETA: 3:46 - loss: 1534.7054 - logits_profile_predictions_loss: 1364.7138 - logcount_predictions_loss: 6.3430 399/2019 [====>.........................] - ETA: 3:46 - loss: 1534.5294 - logits_profile_predictions_loss: 1364.5820 - logcount_predictions_loss: 6.3413 400/2019 [====>.........................] - ETA: 3:45 - loss: 1534.3539 - logits_profile_predictions_loss: 1364.4504 - logcount_predictions_loss: 6.3397 401/2019 [====>.........................] - ETA: 3:45 - loss: 1534.1810 - logits_profile_predictions_loss: 1364.3211 - logcount_predictions_loss: 6.3381 402/2019 [====>.........................] - ETA: 3:45 - loss: 1534.0070 - logits_profile_predictions_loss: 1364.1907 - logcount_predictions_loss: 6.3364 403/2019 [====>.........................] - ETA: 3:45 - loss: 1533.8324 - logits_profile_predictions_loss: 1364.0595 - logcount_predictions_loss: 6.3348 404/2019 [=====>........................] - ETA: 3:45 - loss: 1533.6590 - logits_profile_predictions_loss: 1363.9294 - logcount_predictions_loss: 6.3332 405/2019 [=====>........................] - ETA: 3:45 - loss: 1533.4847 - logits_profile_predictions_loss: 1363.7981 - logcount_predictions_loss: 6.3316 406/2019 [=====>........................] - ETA: 3:45 - loss: 1533.3126 - logits_profile_predictions_loss: 1363.6686 - logcount_predictions_loss: 6.3300 407/2019 [=====>........................] - ETA: 3:44 - loss: 1533.1415 - logits_profile_predictions_loss: 1363.5400 - logcount_predictions_loss: 6.3284 408/2019 [=====>........................] - ETA: 3:44 - loss: 1532.9697 - logits_profile_predictions_loss: 1363.4104 - logcount_predictions_loss: 6.3269 409/2019 [=====>........................] - ETA: 3:44 - loss: 1532.7982 - logits_profile_predictions_loss: 1363.2810 - logcount_predictions_loss: 6.3253 410/2019 [=====>........................] - ETA: 3:44 - loss: 1532.6306 - logits_profile_predictions_loss: 1363.1551 - logcount_predictions_loss: 6.3237 411/2019 [=====>........................] - ETA: 3:44 - loss: 1532.4633 - logits_profile_predictions_loss: 1363.0292 - logcount_predictions_loss: 6.3222 412/2019 [=====>........................] - ETA: 3:44 - loss: 1532.2967 - logits_profile_predictions_loss: 1362.9039 - logcount_predictions_loss: 6.3206 413/2019 [=====>........................] - ETA: 3:44 - loss: 1532.1308 - logits_profile_predictions_loss: 1362.7790 - logcount_predictions_loss: 6.3191 414/2019 [=====>........................] - ETA: 3:43 - loss: 1531.9677 - logits_profile_predictions_loss: 1362.6565 - logcount_predictions_loss: 6.3176 415/2019 [=====>........................] - ETA: 3:43 - loss: 1531.8042 - logits_profile_predictions_loss: 1362.5335 - logcount_predictions_loss: 6.3161 416/2019 [=====>........................] - ETA: 3:43 - loss: 1531.6403 - logits_profile_predictions_loss: 1362.4101 - logcount_predictions_loss: 6.3146 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logits_profile_predictions_loss: 1361.5390 - logcount_predictions_loss: 6.3041 424/2019 [=====>........................] - ETA: 3:42 - loss: 1530.3240 - logits_profile_predictions_loss: 1361.4129 - logcount_predictions_loss: 6.3027 425/2019 [=====>........................] - ETA: 3:42 - loss: 1530.1584 - logits_profile_predictions_loss: 1361.2866 - logcount_predictions_loss: 6.3012 426/2019 [=====>........................] - ETA: 3:42 - loss: 1529.9916 - logits_profile_predictions_loss: 1361.1591 - logcount_predictions_loss: 6.2997 427/2019 [=====>........................] - ETA: 3:42 - loss: 1529.8264 - logits_profile_predictions_loss: 1361.0330 - logcount_predictions_loss: 6.2983 428/2019 [=====>........................] - ETA: 3:41 - loss: 1529.6613 - logits_profile_predictions_loss: 1360.9068 - logcount_predictions_loss: 6.2968 429/2019 [=====>........................] - ETA: 3:41 - loss: 1529.4980 - logits_profile_predictions_loss: 1360.7822 - logcount_predictions_loss: 6.2954 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logits_profile_predictions_loss: 1359.9223 - logcount_predictions_loss: 6.2855 437/2019 [=====>........................] - ETA: 3:40 - loss: 1528.2136 - logits_profile_predictions_loss: 1359.8010 - logcount_predictions_loss: 6.2841 438/2019 [=====>........................] - ETA: 3:40 - loss: 1528.0561 - logits_profile_predictions_loss: 1359.6805 - logcount_predictions_loss: 6.2827 439/2019 [=====>........................] - ETA: 3:40 - loss: 1527.8998 - logits_profile_predictions_loss: 1359.5610 - logcount_predictions_loss: 6.2813 440/2019 [=====>........................] - ETA: 3:40 - loss: 1527.7437 - logits_profile_predictions_loss: 1359.4416 - logcount_predictions_loss: 6.2799 441/2019 [=====>........................] - ETA: 3:40 - loss: 1527.5887 - logits_profile_predictions_loss: 1359.3230 - logcount_predictions_loss: 6.2786 442/2019 [=====>........................] - ETA: 3:40 - loss: 1527.4343 - logits_profile_predictions_loss: 1359.2049 - logcount_predictions_loss: 6.2772 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logits_profile_predictions_loss: 1358.3645 - logcount_predictions_loss: 6.2679 450/2019 [=====>........................] - ETA: 3:38 - loss: 1526.1858 - logits_profile_predictions_loss: 1358.2428 - logcount_predictions_loss: 6.2665 451/2019 [=====>........................] - ETA: 3:38 - loss: 1526.0278 - logits_profile_predictions_loss: 1358.1203 - logcount_predictions_loss: 6.2652 452/2019 [=====>........................] - ETA: 3:38 - loss: 1525.8695 - logits_profile_predictions_loss: 1357.9974 - logcount_predictions_loss: 6.2639 453/2019 [=====>........................] - ETA: 3:38 - loss: 1525.7123 - logits_profile_predictions_loss: 1357.8753 - logcount_predictions_loss: 6.2626 454/2019 [=====>........................] - ETA: 3:38 - loss: 1525.5564 - logits_profile_predictions_loss: 1357.7544 - logcount_predictions_loss: 6.2613 455/2019 [=====>........................] - ETA: 3:38 - loss: 1525.3995 - logits_profile_predictions_loss: 1357.6324 - logcount_predictions_loss: 6.2600 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loss: 1374.4036 - logits_profile_predictions_loss: 1245.8582 - logcount_predictions_loss: 4.7965 2010/2019 [============================>.] - ETA: 1s - loss: 1374.3396 - logits_profile_predictions_loss: 1245.8173 - logcount_predictions_loss: 4.7956 2011/2019 [============================>.] - ETA: 1s - loss: 1374.2757 - logits_profile_predictions_loss: 1245.7765 - logcount_predictions_loss: 4.7948 2012/2019 [============================>.] - ETA: 0s - loss: 1374.2118 - logits_profile_predictions_loss: 1245.7357 - logcount_predictions_loss: 4.7939 2013/2019 [============================>.] - ETA: 0s - loss: 1374.1480 - logits_profile_predictions_loss: 1245.6949 - logcount_predictions_loss: 4.7930 2014/2019 [============================>.] - ETA: 0s - loss: 1374.0842 - logits_profile_predictions_loss: 1245.6542 - logcount_predictions_loss: 4.7922 2015/2019 [============================>.] - ETA: 0s - loss: 1374.0204 - logits_profile_predictions_loss: 1245.6135 - logcount_predictions_loss: 4.7913 2016/2019 [============================>.] - ETA: 0s - loss: 1373.9566 - logits_profile_predictions_loss: 1245.5728 - logcount_predictions_loss: 4.7905 2017/2019 [============================>.] - ETA: 0s - loss: 1373.8929 - logits_profile_predictions_loss: 1245.5321 - logcount_predictions_loss: 4.7896 2018/2019 [============================>.] - ETA: 0s - loss: 1373.8292 - logits_profile_predictions_loss: 1245.4915 - logcount_predictions_loss: 4.7887 2019/2019 [==============================] - ETA: 0s - loss: 1373.7656 - logits_profile_predictions_loss: 1245.4508 - logcount_predictions_loss: 4.7879 2019/2019 [==============================] - 312s 151ms/step - loss: 1373.7019 - logits_profile_predictions_loss: 1245.4102 - logcount_predictions_loss: 4.7870 - val_loss: 1255.2847 - val_logits_profile_predictions_loss: 1222.5226 - val_logcount_predictions_loss: 1.2225 Epoch 00001: val_loss improved from inf to 1255.28467, saving model to 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loss: 1102.6313 - logits_profile_predictions_loss: 1070.9871 - logcount_predictions_loss: 1.1808 40/2019 [..............................] - ETA: 4:35 - loss: 1102.5104 - logits_profile_predictions_loss: 1070.8572 - logcount_predictions_loss: 1.1811 41/2019 [..............................] - ETA: 4:35 - loss: 1102.4380 - logits_profile_predictions_loss: 1070.7802 - logcount_predictions_loss: 1.1813 42/2019 [..............................] - ETA: 4:35 - loss: 1102.3125 - logits_profile_predictions_loss: 1070.6472 - logcount_predictions_loss: 1.1815 43/2019 [..............................] - ETA: 4:35 - loss: 1102.1751 - logits_profile_predictions_loss: 1070.5040 - logcount_predictions_loss: 1.1818 44/2019 [..............................] - ETA: 4:35 - loss: 1101.9465 - logits_profile_predictions_loss: 1070.2693 - logcount_predictions_loss: 1.1820 45/2019 [..............................] - ETA: 4:35 - loss: 1101.5990 - logits_profile_predictions_loss: 1069.9185 - 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logcount_predictions_loss: 1.1393 2009/2019 [============================>.] - ETA: 1s - loss: 1100.0857 - logits_profile_predictions_loss: 1069.5515 - logcount_predictions_loss: 1.1393 2010/2019 [============================>.] - ETA: 1s - loss: 1100.0810 - logits_profile_predictions_loss: 1069.5473 - logcount_predictions_loss: 1.1393 2011/2019 [============================>.] - ETA: 1s - loss: 1100.0763 - logits_profile_predictions_loss: 1069.5431 - logcount_predictions_loss: 1.1393 2012/2019 [============================>.] - ETA: 0s - loss: 1100.0717 - logits_profile_predictions_loss: 1069.5389 - logcount_predictions_loss: 1.1393 2013/2019 [============================>.] - ETA: 0s - loss: 1100.0670 - logits_profile_predictions_loss: 1069.5347 - logcount_predictions_loss: 1.1393 2014/2019 [============================>.] - ETA: 0s - loss: 1100.0624 - logits_profile_predictions_loss: 1069.5305 - logcount_predictions_loss: 1.1392 2015/2019 [============================>.] - ETA: 0s - loss: 1100.0577 - logits_profile_predictions_loss: 1069.5264 - logcount_predictions_loss: 1.1392 2016/2019 [============================>.] - ETA: 0s - loss: 1100.0531 - logits_profile_predictions_loss: 1069.5222 - logcount_predictions_loss: 1.1392 2017/2019 [============================>.] - ETA: 0s - loss: 1100.0485 - logits_profile_predictions_loss: 1069.5180 - logcount_predictions_loss: 1.1392 2018/2019 [============================>.] - ETA: 0s - loss: 1100.0438 - logits_profile_predictions_loss: 1069.5138 - logcount_predictions_loss: 1.1392 2019/2019 [==============================] - ETA: 0s - loss: 1100.0391 - logits_profile_predictions_loss: 1069.5096 - logcount_predictions_loss: 1.1392 2019/2019 [==============================] - 301s 149ms/step - loss: 1100.0345 - logits_profile_predictions_loss: 1069.5054 - logcount_predictions_loss: 1.1391 - val_loss: 1216.9127 - val_logits_profile_predictions_loss: 1191.3094 - val_logcount_predictions_loss: 0.9553 Epoch 00002: val_loss 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[..............................] - ETA: 4:37 - loss: 1053.7265 - logits_profile_predictions_loss: 1025.9000 - logcount_predictions_loss: 1.0383 27/2019 [..............................] - ETA: 4:37 - loss: 1054.2546 - logits_profile_predictions_loss: 1026.3760 - logcount_predictions_loss: 1.0402 28/2019 [..............................] - ETA: 4:36 - loss: 1054.8375 - logits_profile_predictions_loss: 1026.9098 - logcount_predictions_loss: 1.0421 29/2019 [..............................] - ETA: 4:36 - loss: 1055.3337 - logits_profile_predictions_loss: 1027.3563 - logcount_predictions_loss: 1.0439 30/2019 [..............................] - ETA: 4:36 - loss: 1056.3057 - logits_profile_predictions_loss: 1028.2848 - logcount_predictions_loss: 1.0456 31/2019 [..............................] - ETA: 4:36 - loss: 1057.1684 - logits_profile_predictions_loss: 1029.1011 - logcount_predictions_loss: 1.0473 32/2019 [..............................] - ETA: 4:36 - loss: 1057.9077 - 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[..............................] - ETA: 4:36 - loss: 1063.3280 - logits_profile_predictions_loss: 1034.9489 - logcount_predictions_loss: 1.0589 40/2019 [..............................] - ETA: 4:36 - loss: 1063.9945 - logits_profile_predictions_loss: 1035.5896 - logcount_predictions_loss: 1.0599 41/2019 [..............................] - ETA: 4:35 - loss: 1064.6525 - logits_profile_predictions_loss: 1036.2220 - logcount_predictions_loss: 1.0608 42/2019 [..............................] - ETA: 4:35 - loss: 1065.2129 - logits_profile_predictions_loss: 1036.7603 - logcount_predictions_loss: 1.0617 43/2019 [..............................] - ETA: 4:35 - loss: 1065.7298 - logits_profile_predictions_loss: 1037.2601 - logcount_predictions_loss: 1.0623 44/2019 [..............................] - ETA: 4:35 - loss: 1066.1011 - logits_profile_predictions_loss: 1037.6123 - logcount_predictions_loss: 1.0630 45/2019 [..............................] - ETA: 4:35 - loss: 1066.4080 - 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[..............................] - ETA: 4:34 - loss: 1068.5703 - logits_profile_predictions_loss: 1039.8894 - logcount_predictions_loss: 1.0702 53/2019 [..............................] - ETA: 4:33 - loss: 1068.8257 - logits_profile_predictions_loss: 1040.1159 - logcount_predictions_loss: 1.0713 54/2019 [..............................] - ETA: 4:33 - loss: 1069.1227 - logits_profile_predictions_loss: 1040.3825 - logcount_predictions_loss: 1.0724 55/2019 [..............................] - ETA: 4:33 - loss: 1069.3414 - logits_profile_predictions_loss: 1040.5715 - logcount_predictions_loss: 1.0735 56/2019 [..............................] - ETA: 4:33 - loss: 1069.5480 - logits_profile_predictions_loss: 1040.7506 - logcount_predictions_loss: 1.0745 57/2019 [..............................] - ETA: 4:33 - loss: 1069.6882 - logits_profile_predictions_loss: 1040.8667 - logcount_predictions_loss: 1.0754 58/2019 [..............................] - ETA: 4:33 - loss: 1069.8395 - 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[>.............................] - ETA: 4:30 - loss: 1069.3576 - logits_profile_predictions_loss: 1040.0987 - logcount_predictions_loss: 1.0918 79/2019 [>.............................] - ETA: 4:30 - loss: 1069.2157 - logits_profile_predictions_loss: 1039.9460 - logcount_predictions_loss: 1.0922 80/2019 [>.............................] - ETA: 4:29 - loss: 1069.0665 - logits_profile_predictions_loss: 1039.7887 - logcount_predictions_loss: 1.0925 81/2019 [>.............................] - ETA: 4:29 - loss: 1068.9105 - logits_profile_predictions_loss: 1039.6254 - logcount_predictions_loss: 1.0927 82/2019 [>.............................] - ETA: 4:29 - loss: 1068.7735 - logits_profile_predictions_loss: 1039.4803 - logcount_predictions_loss: 1.0930 83/2019 [>.............................] - ETA: 4:29 - loss: 1068.6133 - logits_profile_predictions_loss: 1039.3133 - logcount_predictions_loss: 1.0933 84/2019 [>.............................] - ETA: 4:29 - loss: 1068.4931 - 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val_logits_profile_predictions_loss: 1145.1818 - val_logcount_predictions_loss: 0.8647 Epoch 00003: val_loss improved from 1216.91272 to 1168.35571, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 4/50 1/2019 [..............................] - ETA: 5:12 - loss: 965.4707 - logits_profile_predictions_loss: 945.5867 - logcount_predictions_loss: 0.7419 2/2019 [..............................] - ETA: 4:42 - loss: 1007.2354 - logits_profile_predictions_loss: 984.7610 - logcount_predictions_loss: 0.8386 3/2019 [..............................] - ETA: 4:41 - loss: 1047.8463 - logits_profile_predictions_loss: 1025.3037 - logcount_predictions_loss: 0.8411 4/2019 [..............................] - ETA: 4:41 - loss: 1067.4930 - logits_profile_predictions_loss: 1044.7603 - logcount_predictions_loss: 0.8482 5/2019 [..............................] - ETA: 4:41 - loss: 1079.4696 - 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logits_profile_predictions_loss: 1031.3045 - logcount_predictions_loss: 0.9840 292/2019 [===>..........................] - ETA: 4:00 - loss: 1057.6362 - logits_profile_predictions_loss: 1031.2685 - logcount_predictions_loss: 0.9839 293/2019 [===>..........................] - ETA: 4:00 - loss: 1057.5957 - logits_profile_predictions_loss: 1031.2302 - logcount_predictions_loss: 0.9838 294/2019 [===>..........................] - ETA: 4:00 - loss: 1057.5532 - logits_profile_predictions_loss: 1031.1898 - logcount_predictions_loss: 0.9837 295/2019 [===>..........................] - ETA: 4:00 - loss: 1057.5112 - logits_profile_predictions_loss: 1031.1502 - logcount_predictions_loss: 0.9836 296/2019 [===>..........................] - ETA: 3:59 - loss: 1057.4685 - logits_profile_predictions_loss: 1031.1097 - logcount_predictions_loss: 0.9835 297/2019 [===>..........................] - ETA: 3:59 - loss: 1057.4291 - logits_profile_predictions_loss: 1031.0725 - logcount_predictions_loss: 0.9835 298/2019 [===>..........................] - ETA: 3:59 - loss: 1057.3883 - logits_profile_predictions_loss: 1031.0337 - logcount_predictions_loss: 0.9834 299/2019 [===>..........................] - ETA: 3:59 - loss: 1057.3478 - logits_profile_predictions_loss: 1030.9954 - logcount_predictions_loss: 0.9833 300/2019 [===>..........................] - ETA: 3:59 - loss: 1057.3062 - logits_profile_predictions_loss: 1030.9559 - logcount_predictions_loss: 0.9832 301/2019 [===>..........................] - ETA: 3:59 - loss: 1057.2669 - logits_profile_predictions_loss: 1030.9185 - logcount_predictions_loss: 0.9832 302/2019 [===>..........................] - ETA: 3:59 - loss: 1057.2272 - logits_profile_predictions_loss: 1030.8807 - logcount_predictions_loss: 0.9831 303/2019 [===>..........................] - ETA: 3:58 - loss: 1057.1862 - logits_profile_predictions_loss: 1030.8416 - logcount_predictions_loss: 0.9830 304/2019 [===>..........................] - ETA: 3:58 - loss: 1057.1487 - logits_profile_predictions_loss: 1030.8057 - logcount_predictions_loss: 0.9830 305/2019 [===>..........................] - ETA: 3:58 - loss: 1057.1117 - logits_profile_predictions_loss: 1030.7703 - logcount_predictions_loss: 0.9829 306/2019 [===>..........................] - ETA: 3:58 - loss: 1057.0762 - logits_profile_predictions_loss: 1030.7364 - logcount_predictions_loss: 0.9828 307/2019 [===>..........................] - ETA: 3:58 - loss: 1057.0425 - logits_profile_predictions_loss: 1030.7041 - logcount_predictions_loss: 0.9828 308/2019 [===>..........................] - ETA: 3:58 - loss: 1057.0109 - logits_profile_predictions_loss: 1030.6739 - logcount_predictions_loss: 0.9827 309/2019 [===>..........................] - ETA: 3:58 - loss: 1056.9784 - logits_profile_predictions_loss: 1030.6428 - logcount_predictions_loss: 0.9827 310/2019 [===>..........................] - ETA: 3:57 - loss: 1056.9467 - logits_profile_predictions_loss: 1030.6123 - logcount_predictions_loss: 0.9826 311/2019 [===>..........................] - ETA: 3:57 - loss: 1056.9139 - logits_profile_predictions_loss: 1030.5807 - logcount_predictions_loss: 0.9826 312/2019 [===>..........................] - ETA: 3:57 - loss: 1056.8821 - logits_profile_predictions_loss: 1030.5500 - logcount_predictions_loss: 0.9825 313/2019 [===>..........................] - ETA: 3:57 - loss: 1056.8490 - logits_profile_predictions_loss: 1030.5181 - logcount_predictions_loss: 0.9825 314/2019 [===>..........................] - ETA: 3:57 - loss: 1056.8176 - logits_profile_predictions_loss: 1030.4877 - logcount_predictions_loss: 0.9825 315/2019 [===>..........................] - ETA: 3:57 - loss: 1056.7861 - logits_profile_predictions_loss: 1030.4572 - logcount_predictions_loss: 0.9824 316/2019 [===>..........................] - ETA: 3:57 - loss: 1056.7537 - logits_profile_predictions_loss: 1030.4257 - logcount_predictions_loss: 0.9824 317/2019 [===>..........................] - ETA: 3:56 - loss: 1056.7210 - logits_profile_predictions_loss: 1030.3940 - logcount_predictions_loss: 0.9824 318/2019 [===>..........................] - ETA: 3:56 - loss: 1056.6905 - logits_profile_predictions_loss: 1030.3644 - logcount_predictions_loss: 0.9823 319/2019 [===>..........................] - ETA: 3:56 - loss: 1056.6600 - logits_profile_predictions_loss: 1030.3349 - logcount_predictions_loss: 0.9823 320/2019 [===>..........................] - ETA: 3:56 - loss: 1056.6325 - logits_profile_predictions_loss: 1030.3083 - logcount_predictions_loss: 0.9823 321/2019 [===>..........................] - ETA: 3:56 - loss: 1056.6053 - logits_profile_predictions_loss: 1030.2821 - logcount_predictions_loss: 0.9822 322/2019 [===>..........................] - ETA: 3:56 - loss: 1056.5762 - logits_profile_predictions_loss: 1030.2539 - logcount_predictions_loss: 0.9822 323/2019 [===>..........................] - ETA: 3:56 - loss: 1056.5467 - logits_profile_predictions_loss: 1030.2255 - logcount_predictions_loss: 0.9821 324/2019 [===>..........................] - ETA: 3:55 - loss: 1056.5170 - logits_profile_predictions_loss: 1030.1968 - logcount_predictions_loss: 0.9821 325/2019 [===>..........................] - ETA: 3:55 - loss: 1056.4870 - logits_profile_predictions_loss: 1030.1679 - logcount_predictions_loss: 0.9821 326/2019 [===>..........................] - ETA: 3:55 - loss: 1056.4567 - logits_profile_predictions_loss: 1030.1386 - logcount_predictions_loss: 0.9820 327/2019 [===>..........................] - ETA: 3:55 - loss: 1056.4270 - logits_profile_predictions_loss: 1030.1100 - logcount_predictions_loss: 0.9820 328/2019 [===>..........................] - ETA: 3:55 - loss: 1056.3987 - logits_profile_predictions_loss: 1030.0828 - logcount_predictions_loss: 0.9820 329/2019 [===>..........................] - ETA: 3:55 - loss: 1056.3685 - logits_profile_predictions_loss: 1030.0536 - logcount_predictions_loss: 0.9819 330/2019 [===>..........................] - ETA: 3:55 - loss: 1056.3375 - logits_profile_predictions_loss: 1030.0236 - logcount_predictions_loss: 0.9819 331/2019 [===>..........................] - ETA: 3:54 - loss: 1056.3063 - logits_profile_predictions_loss: 1029.9935 - logcount_predictions_loss: 0.9818 332/2019 [===>..........................] - ETA: 3:54 - loss: 1056.2768 - logits_profile_predictions_loss: 1029.9651 - logcount_predictions_loss: 0.9818 333/2019 [===>..........................] - ETA: 3:54 - loss: 1056.2472 - logits_profile_predictions_loss: 1029.9366 - logcount_predictions_loss: 0.9817 334/2019 [===>..........................] - ETA: 3:54 - loss: 1056.2194 - logits_profile_predictions_loss: 1029.9099 - logcount_predictions_loss: 0.9817 335/2019 [===>..........................] - ETA: 3:54 - loss: 1056.1912 - logits_profile_predictions_loss: 1029.8827 - logcount_predictions_loss: 0.9817 336/2019 [===>..........................] - ETA: 3:54 - loss: 1056.1632 - logits_profile_predictions_loss: 1029.8559 - logcount_predictions_loss: 0.9816 337/2019 [====>.........................] - ETA: 3:54 - loss: 1056.1365 - logits_profile_predictions_loss: 1029.8304 - logcount_predictions_loss: 0.9816 338/2019 [====>.........................] - ETA: 3:54 - loss: 1056.1101 - logits_profile_predictions_loss: 1029.8051 - logcount_predictions_loss: 0.9815 339/2019 [====>.........................] - ETA: 3:53 - loss: 1056.0846 - logits_profile_predictions_loss: 1029.7808 - logcount_predictions_loss: 0.9815 340/2019 [====>.........................] - ETA: 3:53 - loss: 1056.0584 - logits_profile_predictions_loss: 1029.7559 - logcount_predictions_loss: 0.9815 341/2019 [====>.........................] - ETA: 3:53 - loss: 1056.0344 - logits_profile_predictions_loss: 1029.7330 - logcount_predictions_loss: 0.9814 342/2019 [====>.........................] - ETA: 3:53 - loss: 1056.0098 - logits_profile_predictions_loss: 1029.7096 - logcount_predictions_loss: 0.9814 343/2019 [====>.........................] - ETA: 3:53 - loss: 1055.9865 - logits_profile_predictions_loss: 1029.6874 - logcount_predictions_loss: 0.9813 344/2019 [====>.........................] - ETA: 3:53 - loss: 1055.9640 - logits_profile_predictions_loss: 1029.6661 - logcount_predictions_loss: 0.9813 345/2019 [====>.........................] - ETA: 3:53 - loss: 1055.9405 - logits_profile_predictions_loss: 1029.6439 - logcount_predictions_loss: 0.9812 346/2019 [====>.........................] - ETA: 3:52 - loss: 1055.9165 - logits_profile_predictions_loss: 1029.6210 - logcount_predictions_loss: 0.9812 347/2019 [====>.........................] - ETA: 3:52 - loss: 1055.8905 - logits_profile_predictions_loss: 1029.5961 - logcount_predictions_loss: 0.9811 348/2019 [====>.........................] - ETA: 3:52 - loss: 1055.8653 - logits_profile_predictions_loss: 1029.5721 - logcount_predictions_loss: 0.9811 349/2019 [====>.........................] - ETA: 3:52 - loss: 1055.8395 - logits_profile_predictions_loss: 1029.5476 - logcount_predictions_loss: 0.9811 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logits_profile_predictions_loss: 1029.3857 - logcount_predictions_loss: 0.9807 357/2019 [====>.........................] - ETA: 3:51 - loss: 1055.6475 - logits_profile_predictions_loss: 1029.3651 - logcount_predictions_loss: 0.9807 358/2019 [====>.........................] - ETA: 3:51 - loss: 1055.6248 - logits_profile_predictions_loss: 1029.3436 - logcount_predictions_loss: 0.9807 359/2019 [====>.........................] - ETA: 3:51 - loss: 1055.6001 - logits_profile_predictions_loss: 1029.3201 - logcount_predictions_loss: 0.9806 360/2019 [====>.........................] - ETA: 3:50 - loss: 1055.5747 - logits_profile_predictions_loss: 1029.2961 - logcount_predictions_loss: 0.9806 361/2019 [====>.........................] - ETA: 3:50 - loss: 1055.5491 - logits_profile_predictions_loss: 1029.2718 - logcount_predictions_loss: 0.9805 362/2019 [====>.........................] - ETA: 3:50 - loss: 1055.5236 - logits_profile_predictions_loss: 1029.2477 - logcount_predictions_loss: 0.9805 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logits_profile_predictions_loss: 1029.0972 - logcount_predictions_loss: 0.9801 370/2019 [====>.........................] - ETA: 3:49 - loss: 1055.3407 - logits_profile_predictions_loss: 1029.0754 - logcount_predictions_loss: 0.9801 371/2019 [====>.........................] - ETA: 3:49 - loss: 1055.3191 - logits_profile_predictions_loss: 1029.0552 - logcount_predictions_loss: 0.9800 372/2019 [====>.........................] - ETA: 3:49 - loss: 1055.2976 - logits_profile_predictions_loss: 1029.0350 - logcount_predictions_loss: 0.9800 373/2019 [====>.........................] - ETA: 3:49 - loss: 1055.2790 - logits_profile_predictions_loss: 1029.0178 - logcount_predictions_loss: 0.9799 374/2019 [====>.........................] - ETA: 3:48 - loss: 1055.2625 - logits_profile_predictions_loss: 1029.0026 - logcount_predictions_loss: 0.9799 375/2019 [====>.........................] - ETA: 3:48 - loss: 1055.2478 - logits_profile_predictions_loss: 1028.9892 - logcount_predictions_loss: 0.9798 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logits_profile_predictions_loss: 1028.8933 - logcount_predictions_loss: 0.9795 383/2019 [====>.........................] - ETA: 3:47 - loss: 1055.1283 - logits_profile_predictions_loss: 1028.8795 - logcount_predictions_loss: 0.9794 384/2019 [====>.........................] - ETA: 3:47 - loss: 1055.1127 - logits_profile_predictions_loss: 1028.8652 - logcount_predictions_loss: 0.9794 385/2019 [====>.........................] - ETA: 3:47 - loss: 1055.0971 - logits_profile_predictions_loss: 1028.8508 - logcount_predictions_loss: 0.9794 386/2019 [====>.........................] - ETA: 3:47 - loss: 1055.0807 - logits_profile_predictions_loss: 1028.8356 - logcount_predictions_loss: 0.9793 387/2019 [====>.........................] - ETA: 3:47 - loss: 1055.0631 - logits_profile_predictions_loss: 1028.8192 - logcount_predictions_loss: 0.9793 388/2019 [====>.........................] - ETA: 3:47 - loss: 1055.0453 - logits_profile_predictions_loss: 1028.8026 - logcount_predictions_loss: 0.9792 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logits_profile_predictions_loss: 1028.6986 - logcount_predictions_loss: 0.9789 396/2019 [====>.........................] - ETA: 3:45 - loss: 1054.9154 - logits_profile_predictions_loss: 1028.6835 - logcount_predictions_loss: 0.9788 397/2019 [====>.........................] - ETA: 3:45 - loss: 1054.8985 - logits_profile_predictions_loss: 1028.6681 - logcount_predictions_loss: 0.9788 398/2019 [====>.........................] - ETA: 3:45 - loss: 1054.8800 - logits_profile_predictions_loss: 1028.6509 - logcount_predictions_loss: 0.9787 399/2019 [====>.........................] - ETA: 3:45 - loss: 1054.8611 - logits_profile_predictions_loss: 1028.6334 - logcount_predictions_loss: 0.9787 400/2019 [====>.........................] - ETA: 3:45 - loss: 1054.8433 - logits_profile_predictions_loss: 1028.6168 - logcount_predictions_loss: 0.9786 401/2019 [====>.........................] - ETA: 3:45 - loss: 1054.8258 - logits_profile_predictions_loss: 1028.6006 - logcount_predictions_loss: 0.9786 402/2019 [====>.........................] - ETA: 3:45 - loss: 1054.8090 - logits_profile_predictions_loss: 1028.5851 - logcount_predictions_loss: 0.9785 403/2019 [====>.........................] - ETA: 3:45 - loss: 1054.7914 - logits_profile_predictions_loss: 1028.5688 - logcount_predictions_loss: 0.9785 404/2019 [=====>........................] - ETA: 3:44 - loss: 1054.7727 - logits_profile_predictions_loss: 1028.5514 - logcount_predictions_loss: 0.9784 405/2019 [=====>........................] - ETA: 3:44 - loss: 1054.7539 - logits_profile_predictions_loss: 1028.5340 - logcount_predictions_loss: 0.9784 406/2019 [=====>........................] - ETA: 3:44 - loss: 1054.7355 - logits_profile_predictions_loss: 1028.5169 - logcount_predictions_loss: 0.9783 407/2019 [=====>........................] - ETA: 3:44 - loss: 1054.7188 - logits_profile_predictions_loss: 1028.5015 - logcount_predictions_loss: 0.9783 408/2019 [=====>........................] - ETA: 3:44 - loss: 1054.7030 - logits_profile_predictions_loss: 1028.4870 - logcount_predictions_loss: 0.9782 409/2019 [=====>........................] - ETA: 3:44 - loss: 1054.6875 - logits_profile_predictions_loss: 1028.4728 - logcount_predictions_loss: 0.9782 410/2019 [=====>........................] - ETA: 3:44 - loss: 1054.6718 - logits_profile_predictions_loss: 1028.4583 - logcount_predictions_loss: 0.9781 411/2019 [=====>........................] - ETA: 3:43 - loss: 1054.6555 - logits_profile_predictions_loss: 1028.4433 - logcount_predictions_loss: 0.9781 412/2019 [=====>........................] - ETA: 3:43 - loss: 1054.6375 - logits_profile_predictions_loss: 1028.4265 - logcount_predictions_loss: 0.9780 413/2019 [=====>........................] - ETA: 3:43 - loss: 1054.6186 - logits_profile_predictions_loss: 1028.4089 - logcount_predictions_loss: 0.9780 414/2019 [=====>........................] - ETA: 3:43 - loss: 1054.6016 - logits_profile_predictions_loss: 1028.3930 - logcount_predictions_loss: 0.9779 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logits_profile_predictions_loss: 1028.2910 - logcount_predictions_loss: 0.9776 422/2019 [=====>........................] - ETA: 3:42 - loss: 1054.4764 - logits_profile_predictions_loss: 1028.2776 - logcount_predictions_loss: 0.9776 423/2019 [=====>........................] - ETA: 3:42 - loss: 1054.4641 - logits_profile_predictions_loss: 1028.2665 - logcount_predictions_loss: 0.9775 424/2019 [=====>........................] - ETA: 3:42 - loss: 1054.4513 - logits_profile_predictions_loss: 1028.2549 - logcount_predictions_loss: 0.9775 425/2019 [=====>........................] - ETA: 3:41 - loss: 1054.4387 - logits_profile_predictions_loss: 1028.2435 - logcount_predictions_loss: 0.9775 426/2019 [=====>........................] - ETA: 3:41 - loss: 1054.4256 - logits_profile_predictions_loss: 1028.2315 - logcount_predictions_loss: 0.9774 427/2019 [=====>........................] - ETA: 3:41 - loss: 1054.4121 - logits_profile_predictions_loss: 1028.2191 - logcount_predictions_loss: 0.9774 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logcount_predictions_loss: 0.9674 2014/2019 [============================>.] - ETA: 0s - loss: 1047.0052 - logits_profile_predictions_loss: 1021.0794 - logcount_predictions_loss: 0.9674 2015/2019 [============================>.] - ETA: 0s - loss: 1047.0026 - logits_profile_predictions_loss: 1021.0768 - logcount_predictions_loss: 0.9674 2016/2019 [============================>.] - ETA: 0s - loss: 1047.0000 - logits_profile_predictions_loss: 1021.0742 - logcount_predictions_loss: 0.9674 2017/2019 [============================>.] - ETA: 0s - loss: 1046.9974 - logits_profile_predictions_loss: 1021.0716 - logcount_predictions_loss: 0.9674 2018/2019 [============================>.] - ETA: 0s - loss: 1046.9948 - logits_profile_predictions_loss: 1021.0691 - logcount_predictions_loss: 0.9674 2019/2019 [==============================] - ETA: 0s - loss: 1046.9922 - logits_profile_predictions_loss: 1021.0665 - logcount_predictions_loss: 0.9674 2019/2019 [==============================] - 301s 149ms/step - loss: 1046.9896 - logits_profile_predictions_loss: 1021.0639 - logcount_predictions_loss: 0.9674 - val_loss: 1167.8308 - val_logits_profile_predictions_loss: 1142.7784 - val_logcount_predictions_loss: 0.9348 Epoch 00004: val_loss improved from 1168.35571 to 1167.83081, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 5/50 1/2019 [..............................] - ETA: 5:12 - loss: 798.9550 - logits_profile_predictions_loss: 775.6324 - logcount_predictions_loss: 0.8702 2/2019 [..............................] - ETA: 4:42 - loss: 898.5407 - logits_profile_predictions_loss: 873.4341 - logcount_predictions_loss: 0.9368 3/2019 [..............................] - ETA: 4:41 - loss: 939.7082 - logits_profile_predictions_loss: 913.9711 - logcount_predictions_loss: 0.9603 4/2019 [..............................] - ETA: 4:41 - loss: 983.7285 - logits_profile_predictions_loss: 957.6334 - 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1044.8419 - logits_profile_predictions_loss: 1019.5655 - logcount_predictions_loss: 0.9432 12/2019 [..............................] - ETA: 4:39 - loss: 1047.3227 - logits_profile_predictions_loss: 1022.0775 - logcount_predictions_loss: 0.9420 13/2019 [..............................] - ETA: 4:39 - loss: 1049.2827 - logits_profile_predictions_loss: 1024.0834 - logcount_predictions_loss: 0.9403 14/2019 [..............................] - ETA: 4:39 - loss: 1050.2764 - logits_profile_predictions_loss: 1025.1395 - logcount_predictions_loss: 0.9379 15/2019 [..............................] - ETA: 4:39 - loss: 1052.3363 - logits_profile_predictions_loss: 1027.2783 - logcount_predictions_loss: 0.9350 16/2019 [..............................] - ETA: 4:39 - loss: 1053.7596 - logits_profile_predictions_loss: 1028.7884 - logcount_predictions_loss: 0.9318 17/2019 [..............................] - ETA: 4:38 - loss: 1055.3543 - logits_profile_predictions_loss: 1030.4726 - logcount_predictions_loss: 0.9284 18/2019 [..............................] - ETA: 4:38 - loss: 1057.0552 - logits_profile_predictions_loss: 1032.2572 - logcount_predictions_loss: 0.9253 19/2019 [..............................] - ETA: 4:38 - loss: 1058.0298 - logits_profile_predictions_loss: 1033.2961 - logcount_predictions_loss: 0.9229 20/2019 [..............................] - ETA: 4:38 - loss: 1058.8699 - logits_profile_predictions_loss: 1034.1947 - logcount_predictions_loss: 0.9207 21/2019 [..............................] - ETA: 4:38 - loss: 1059.3582 - logits_profile_predictions_loss: 1034.7403 - logcount_predictions_loss: 0.9186 22/2019 [..............................] - ETA: 4:38 - loss: 1060.0132 - logits_profile_predictions_loss: 1035.4362 - logcount_predictions_loss: 0.9171 23/2019 [..............................] - ETA: 4:38 - loss: 1060.5825 - logits_profile_predictions_loss: 1036.0489 - logcount_predictions_loss: 0.9154 24/2019 [..............................] - ETA: 4:37 - loss: 1061.3088 - 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[..............................] - ETA: 4:37 - loss: 1063.7859 - logits_profile_predictions_loss: 1039.3990 - logcount_predictions_loss: 0.9100 32/2019 [..............................] - ETA: 4:36 - loss: 1063.7233 - logits_profile_predictions_loss: 1039.3409 - logcount_predictions_loss: 0.9098 33/2019 [..............................] - ETA: 4:36 - loss: 1063.8934 - logits_profile_predictions_loss: 1039.5154 - logcount_predictions_loss: 0.9096 34/2019 [..............................] - ETA: 4:36 - loss: 1064.0832 - logits_profile_predictions_loss: 1039.7064 - logcount_predictions_loss: 0.9096 35/2019 [..............................] - ETA: 4:36 - loss: 1064.2495 - logits_profile_predictions_loss: 1039.8728 - logcount_predictions_loss: 0.9096 36/2019 [..............................] - ETA: 4:36 - loss: 1064.4388 - logits_profile_predictions_loss: 1040.0574 - logcount_predictions_loss: 0.9098 37/2019 [..............................] - ETA: 4:36 - loss: 1064.9809 - 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[..............................] - ETA: 4:35 - loss: 1067.0173 - logits_profile_predictions_loss: 1042.5325 - logcount_predictions_loss: 0.9136 45/2019 [..............................] - ETA: 4:35 - loss: 1067.2227 - logits_profile_predictions_loss: 1042.7267 - logcount_predictions_loss: 0.9140 46/2019 [..............................] - ETA: 4:34 - loss: 1067.5047 - logits_profile_predictions_loss: 1042.9976 - logcount_predictions_loss: 0.9144 47/2019 [..............................] - ETA: 4:34 - loss: 1067.7220 - logits_profile_predictions_loss: 1043.2019 - logcount_predictions_loss: 0.9149 48/2019 [..............................] - ETA: 4:34 - loss: 1067.8668 - logits_profile_predictions_loss: 1043.3381 - logcount_predictions_loss: 0.9152 49/2019 [..............................] - ETA: 4:34 - loss: 1068.0445 - logits_profile_predictions_loss: 1043.5056 - logcount_predictions_loss: 0.9156 50/2019 [..............................] - ETA: 4:34 - loss: 1068.1211 - 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loss: 1033.6860 - logits_profile_predictions_loss: 1008.5920 - logcount_predictions_loss: 0.9363 1988/2019 [============================>.] - ETA: 4s - loss: 1033.6826 - logits_profile_predictions_loss: 1008.5888 - logcount_predictions_loss: 0.9363 1989/2019 [============================>.] - ETA: 4s - loss: 1033.6793 - logits_profile_predictions_loss: 1008.5857 - logcount_predictions_loss: 0.9363 1990/2019 [============================>.] - ETA: 4s - loss: 1033.6760 - logits_profile_predictions_loss: 1008.5825 - logcount_predictions_loss: 0.9363 1991/2019 [============================>.] - ETA: 3s - loss: 1033.6726 - logits_profile_predictions_loss: 1008.5792 - logcount_predictions_loss: 0.9363 1992/2019 [============================>.] - ETA: 3s - loss: 1033.6692 - logits_profile_predictions_loss: 1008.5760 - logcount_predictions_loss: 0.9363 1993/2019 [============================>.] - ETA: 3s - loss: 1033.6658 - logits_profile_predictions_loss: 1008.5727 - logcount_predictions_loss: 0.9363 1994/2019 [============================>.] - ETA: 3s - loss: 1033.6624 - logits_profile_predictions_loss: 1008.5694 - logcount_predictions_loss: 0.9363 1995/2019 [============================>.] - ETA: 3s - loss: 1033.6589 - logits_profile_predictions_loss: 1008.5662 - logcount_predictions_loss: 0.9363 1996/2019 [============================>.] - ETA: 3s - loss: 1033.6555 - logits_profile_predictions_loss: 1008.5629 - logcount_predictions_loss: 0.9363 1997/2019 [============================>.] - ETA: 3s - loss: 1033.6520 - logits_profile_predictions_loss: 1008.5595 - logcount_predictions_loss: 0.9363 1998/2019 [============================>.] - ETA: 2s - loss: 1033.6486 - logits_profile_predictions_loss: 1008.5562 - logcount_predictions_loss: 0.9363 1999/2019 [============================>.] - ETA: 2s - loss: 1033.6452 - logits_profile_predictions_loss: 1008.5530 - logcount_predictions_loss: 0.9363 2000/2019 [============================>.] - ETA: 2s - loss: 1033.6418 - logits_profile_predictions_loss: 1008.5498 - logcount_predictions_loss: 0.9362 2001/2019 [============================>.] - ETA: 2s - loss: 1033.6384 - logits_profile_predictions_loss: 1008.5465 - logcount_predictions_loss: 0.9362 2002/2019 [============================>.] - ETA: 2s - loss: 1033.6350 - logits_profile_predictions_loss: 1008.5432 - logcount_predictions_loss: 0.9362 2003/2019 [============================>.] - ETA: 2s - loss: 1033.6315 - logits_profile_predictions_loss: 1008.5399 - logcount_predictions_loss: 0.9362 2004/2019 [============================>.] - ETA: 2s - loss: 1033.6281 - logits_profile_predictions_loss: 1008.5366 - logcount_predictions_loss: 0.9362 2005/2019 [============================>.] - ETA: 1s - loss: 1033.6246 - logits_profile_predictions_loss: 1008.5333 - logcount_predictions_loss: 0.9362 2006/2019 [============================>.] - ETA: 1s - loss: 1033.6211 - logits_profile_predictions_loss: 1008.5300 - logcount_predictions_loss: 0.9362 2007/2019 [============================>.] - ETA: 1s - loss: 1033.6176 - logits_profile_predictions_loss: 1008.5266 - logcount_predictions_loss: 0.9362 2008/2019 [============================>.] - ETA: 1s - loss: 1033.6141 - logits_profile_predictions_loss: 1008.5233 - logcount_predictions_loss: 0.9362 2009/2019 [============================>.] - ETA: 1s - loss: 1033.6106 - logits_profile_predictions_loss: 1008.5199 - logcount_predictions_loss: 0.9362 2010/2019 [============================>.] - ETA: 1s - loss: 1033.6072 - logits_profile_predictions_loss: 1008.5166 - logcount_predictions_loss: 0.9362 2011/2019 [============================>.] - ETA: 1s - loss: 1033.6038 - logits_profile_predictions_loss: 1008.5134 - logcount_predictions_loss: 0.9362 2012/2019 [============================>.] - ETA: 0s - loss: 1033.6003 - logits_profile_predictions_loss: 1008.5101 - logcount_predictions_loss: 0.9362 2013/2019 [============================>.] - ETA: 0s - loss: 1033.5969 - logits_profile_predictions_loss: 1008.5068 - logcount_predictions_loss: 0.9362 2014/2019 [============================>.] - ETA: 0s - loss: 1033.5934 - logits_profile_predictions_loss: 1008.5035 - logcount_predictions_loss: 0.9362 2015/2019 [============================>.] - ETA: 0s - loss: 1033.5900 - logits_profile_predictions_loss: 1008.5002 - logcount_predictions_loss: 0.9362 2016/2019 [============================>.] - ETA: 0s - loss: 1033.5865 - logits_profile_predictions_loss: 1008.4968 - logcount_predictions_loss: 0.9362 2017/2019 [============================>.] - ETA: 0s - loss: 1033.5830 - logits_profile_predictions_loss: 1008.4935 - logcount_predictions_loss: 0.9362 2018/2019 [============================>.] - ETA: 0s - loss: 1033.5795 - logits_profile_predictions_loss: 1008.4901 - logcount_predictions_loss: 0.9361 2019/2019 [==============================] - ETA: 0s - loss: 1033.5760 - logits_profile_predictions_loss: 1008.4868 - logcount_predictions_loss: 0.9361 2019/2019 [==============================] - 302s 150ms/step - loss: 1033.5724 - logits_profile_predictions_loss: 1008.4834 - logcount_predictions_loss: 0.9361 - val_loss: 1156.0067 - val_logits_profile_predictions_loss: 1132.4030 - val_logcount_predictions_loss: 0.8808 Epoch 00005: val_loss improved from 1167.83081 to 1156.00671, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 6/50 1/2019 [..............................] - ETA: 5:11 - loss: 718.5337 - logits_profile_predictions_loss: 699.6163 - logcount_predictions_loss: 0.7059 2/2019 [..............................] - ETA: 4:41 - loss: 807.4397 - logits_profile_predictions_loss: 787.8987 - logcount_predictions_loss: 0.7291 3/2019 [..............................] - ETA: 4:40 - loss: 854.6604 - logits_profile_predictions_loss: 834.3812 - logcount_predictions_loss: 0.7567 4/2019 [..............................] - ETA: 4:40 - loss: 890.6104 - logits_profile_predictions_loss: 870.1812 - logcount_predictions_loss: 0.7623 5/2019 [..............................] - ETA: 4:40 - loss: 914.1078 - logits_profile_predictions_loss: 893.2608 - logcount_predictions_loss: 0.7779 6/2019 [..............................] - ETA: 4:41 - loss: 934.7200 - logits_profile_predictions_loss: 913.6303 - logcount_predictions_loss: 0.7869 7/2019 [..............................] - ETA: 4:44 - loss: 945.9350 - logits_profile_predictions_loss: 924.7012 - logcount_predictions_loss: 0.7923 8/2019 [..............................] - ETA: 4:44 - loss: 953.9444 - logits_profile_predictions_loss: 932.7063 - logcount_predictions_loss: 0.7925 9/2019 [..............................] - ETA: 4:43 - loss: 960.8378 - logits_profile_predictions_loss: 939.5804 - logcount_predictions_loss: 0.7932 10/2019 [..............................] - ETA: 4:42 - loss: 967.5778 - logits_profile_predictions_loss: 946.2636 - logcount_predictions_loss: 0.7953 11/2019 [..............................] - ETA: 4:42 - loss: 975.4032 - logits_profile_predictions_loss: 954.0437 - logcount_predictions_loss: 0.7970 12/2019 [..............................] - ETA: 4:42 - loss: 982.3102 - logits_profile_predictions_loss: 960.9299 - logcount_predictions_loss: 0.7978 13/2019 [..............................] - ETA: 4:42 - loss: 987.9352 - logits_profile_predictions_loss: 966.4910 - logcount_predictions_loss: 0.8002 14/2019 [..............................] - ETA: 4:41 - loss: 993.1869 - logits_profile_predictions_loss: 971.6889 - logcount_predictions_loss: 0.8022 15/2019 [..............................] - ETA: 4:41 - loss: 996.2484 - logits_profile_predictions_loss: 974.7063 - logcount_predictions_loss: 0.8038 16/2019 [..............................] - ETA: 4:41 - loss: 998.7979 - logits_profile_predictions_loss: 977.2156 - logcount_predictions_loss: 0.8053 17/2019 [..............................] - ETA: 4:40 - loss: 1001.3686 - logits_profile_predictions_loss: 979.7776 - logcount_predictions_loss: 0.8056 18/2019 [..............................] - ETA: 4:40 - loss: 1003.0288 - logits_profile_predictions_loss: 981.4359 - logcount_predictions_loss: 0.8057 19/2019 [..............................] - ETA: 4:40 - loss: 1004.5234 - logits_profile_predictions_loss: 982.9260 - logcount_predictions_loss: 0.8059 20/2019 [..............................] - ETA: 4:40 - loss: 1005.3068 - logits_profile_predictions_loss: 983.7205 - logcount_predictions_loss: 0.8055 21/2019 [..............................] - ETA: 4:39 - loss: 1005.7025 - logits_profile_predictions_loss: 984.1137 - logcount_predictions_loss: 0.8056 22/2019 [..............................] - ETA: 4:39 - loss: 1006.2493 - logits_profile_predictions_loss: 984.6374 - logcount_predictions_loss: 0.8064 23/2019 [..............................] - ETA: 4:39 - loss: 1006.6047 - logits_profile_predictions_loss: 984.9802 - logcount_predictions_loss: 0.8069 24/2019 [..............................] - ETA: 4:39 - loss: 1007.0386 - logits_profile_predictions_loss: 985.4016 - logcount_predictions_loss: 0.8073 25/2019 [..............................] - ETA: 4:39 - loss: 1007.3783 - logits_profile_predictions_loss: 985.7261 - logcount_predictions_loss: 0.8079 26/2019 [..............................] - ETA: 4:38 - loss: 1007.4404 - logits_profile_predictions_loss: 985.7681 - logcount_predictions_loss: 0.8087 27/2019 [..............................] - ETA: 4:38 - loss: 1007.6261 - logits_profile_predictions_loss: 985.9379 - logcount_predictions_loss: 0.8093 28/2019 [..............................] - ETA: 4:38 - loss: 1007.9546 - logits_profile_predictions_loss: 986.2466 - logcount_predictions_loss: 0.8100 29/2019 [..............................] - ETA: 4:38 - loss: 1008.0792 - logits_profile_predictions_loss: 986.3503 - logcount_predictions_loss: 0.8108 30/2019 [..............................] - ETA: 4:38 - loss: 1008.3607 - 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[..............................] - ETA: 4:37 - loss: 1007.8585 - logits_profile_predictions_loss: 985.9741 - logcount_predictions_loss: 0.8166 38/2019 [..............................] - ETA: 4:36 - loss: 1007.5583 - logits_profile_predictions_loss: 985.6539 - logcount_predictions_loss: 0.8173 39/2019 [..............................] - ETA: 4:36 - loss: 1007.2862 - logits_profile_predictions_loss: 985.3679 - logcount_predictions_loss: 0.8178 40/2019 [..............................] - ETA: 4:36 - loss: 1007.0255 - logits_profile_predictions_loss: 985.0886 - logcount_predictions_loss: 0.8185 41/2019 [..............................] - ETA: 4:36 - loss: 1006.7131 - logits_profile_predictions_loss: 984.7584 - logcount_predictions_loss: 0.8192 42/2019 [..............................] - ETA: 4:36 - loss: 1006.3991 - logits_profile_predictions_loss: 984.4262 - logcount_predictions_loss: 0.8199 43/2019 [..............................] - ETA: 4:35 - loss: 1006.0888 - logits_profile_predictions_loss: 984.0912 - logcount_predictions_loss: 0.8208 44/2019 [..............................] - ETA: 4:35 - loss: 1005.7783 - logits_profile_predictions_loss: 983.7578 - logcount_predictions_loss: 0.8217 45/2019 [..............................] - ETA: 4:35 - loss: 1005.5637 - logits_profile_predictions_loss: 983.5140 - logcount_predictions_loss: 0.8227 46/2019 [..............................] - ETA: 4:35 - loss: 1005.3888 - logits_profile_predictions_loss: 983.3114 - logcount_predictions_loss: 0.8238 47/2019 [..............................] - ETA: 4:35 - loss: 1005.1479 - logits_profile_predictions_loss: 983.0429 - logcount_predictions_loss: 0.8248 48/2019 [..............................] - ETA: 4:35 - loss: 1004.9878 - logits_profile_predictions_loss: 982.8590 - logcount_predictions_loss: 0.8257 49/2019 [..............................] - ETA: 4:34 - loss: 1004.8658 - logits_profile_predictions_loss: 982.7129 - logcount_predictions_loss: 0.8266 50/2019 [..............................] - ETA: 4:34 - loss: 1004.7515 - logits_profile_predictions_loss: 982.5761 - logcount_predictions_loss: 0.8274 51/2019 [..............................] - ETA: 4:34 - loss: 1004.5516 - logits_profile_predictions_loss: 982.3547 - logcount_predictions_loss: 0.8282 52/2019 [..............................] - ETA: 4:34 - loss: 1004.3269 - logits_profile_predictions_loss: 982.1097 - logcount_predictions_loss: 0.8290 53/2019 [..............................] - ETA: 4:34 - loss: 1004.1268 - logits_profile_predictions_loss: 981.8889 - logcount_predictions_loss: 0.8298 54/2019 [..............................] - ETA: 4:34 - loss: 1003.9059 - logits_profile_predictions_loss: 981.6476 - logcount_predictions_loss: 0.8305 55/2019 [..............................] - ETA: 4:34 - loss: 1003.7398 - logits_profile_predictions_loss: 981.4596 - logcount_predictions_loss: 0.8313 56/2019 [..............................] - ETA: 4:33 - loss: 1003.6179 - logits_profile_predictions_loss: 981.3161 - logcount_predictions_loss: 0.8322 57/2019 [..............................] - ETA: 4:33 - loss: 1003.5263 - logits_profile_predictions_loss: 981.1976 - logcount_predictions_loss: 0.8332 58/2019 [..............................] - ETA: 4:33 - loss: 1003.3947 - logits_profile_predictions_loss: 981.0410 - logcount_predictions_loss: 0.8341 59/2019 [..............................] - ETA: 4:33 - loss: 1003.2973 - logits_profile_predictions_loss: 980.9196 - logcount_predictions_loss: 0.8350 60/2019 [..............................] - ETA: 4:33 - loss: 1003.2427 - logits_profile_predictions_loss: 980.8417 - logcount_predictions_loss: 0.8359 61/2019 [..............................] - ETA: 4:33 - loss: 1003.1442 - logits_profile_predictions_loss: 980.7230 - logcount_predictions_loss: 0.8366 62/2019 [..............................] - ETA: 4:33 - loss: 1003.1053 - logits_profile_predictions_loss: 980.6612 - logcount_predictions_loss: 0.8375 63/2019 [..............................] - ETA: 4:32 - loss: 1003.0533 - logits_profile_predictions_loss: 980.5869 - logcount_predictions_loss: 0.8383 64/2019 [..............................] - ETA: 4:32 - loss: 1002.9839 - logits_profile_predictions_loss: 980.4956 - logcount_predictions_loss: 0.8391 65/2019 [..............................] - ETA: 4:32 - loss: 1002.8964 - logits_profile_predictions_loss: 980.3859 - logcount_predictions_loss: 0.8399 66/2019 [..............................] - ETA: 4:32 - loss: 1002.8332 - logits_profile_predictions_loss: 980.3000 - logcount_predictions_loss: 0.8408 67/2019 [..............................] - ETA: 4:32 - loss: 1002.7270 - logits_profile_predictions_loss: 980.1738 - logcount_predictions_loss: 0.8415 68/2019 [>.............................] - ETA: 4:32 - loss: 1002.6571 - logits_profile_predictions_loss: 980.0843 - logcount_predictions_loss: 0.8423 69/2019 [>.............................] - ETA: 4:32 - loss: 1002.6081 - 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[>.............................] - ETA: 4:31 - loss: 1002.4092 - logits_profile_predictions_loss: 979.6963 - logcount_predictions_loss: 0.8475 77/2019 [>.............................] - ETA: 4:30 - loss: 1002.4342 - logits_profile_predictions_loss: 979.7038 - logcount_predictions_loss: 0.8481 78/2019 [>.............................] - ETA: 4:30 - loss: 1002.4928 - logits_profile_predictions_loss: 979.7455 - logcount_predictions_loss: 0.8488 79/2019 [>.............................] - ETA: 4:30 - loss: 1002.5799 - logits_profile_predictions_loss: 979.8160 - logcount_predictions_loss: 0.8494 80/2019 [>.............................] - ETA: 4:30 - loss: 1002.6472 - logits_profile_predictions_loss: 979.8670 - logcount_predictions_loss: 0.8500 81/2019 [>.............................] - ETA: 4:30 - loss: 1002.7237 - logits_profile_predictions_loss: 979.9284 - logcount_predictions_loss: 0.8506 82/2019 [>.............................] - ETA: 4:30 - loss: 1002.7858 - 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[>.............................] - ETA: 4:29 - loss: 1003.3324 - logits_profile_predictions_loss: 980.4384 - logcount_predictions_loss: 0.8542 90/2019 [>.............................] - ETA: 4:29 - loss: 1003.4061 - logits_profile_predictions_loss: 980.5023 - logcount_predictions_loss: 0.8546 91/2019 [>.............................] - ETA: 4:28 - loss: 1003.4687 - logits_profile_predictions_loss: 980.5544 - logcount_predictions_loss: 0.8550 92/2019 [>.............................] - ETA: 4:28 - loss: 1003.5415 - logits_profile_predictions_loss: 980.6159 - logcount_predictions_loss: 0.8554 93/2019 [>.............................] - ETA: 4:28 - loss: 1003.6305 - logits_profile_predictions_loss: 980.6933 - logcount_predictions_loss: 0.8559 94/2019 [>.............................] - ETA: 4:28 - loss: 1003.7106 - logits_profile_predictions_loss: 980.7621 - logcount_predictions_loss: 0.8563 95/2019 [>.............................] - ETA: 4:28 - loss: 1003.7947 - 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[>.............................] - ETA: 4:27 - loss: 1004.1271 - logits_profile_predictions_loss: 981.0956 - logcount_predictions_loss: 0.8594 103/2019 [>.............................] - ETA: 4:27 - loss: 1004.1597 - logits_profile_predictions_loss: 981.1182 - logcount_predictions_loss: 0.8598 104/2019 [>.............................] - ETA: 4:27 - loss: 1004.1920 - logits_profile_predictions_loss: 981.1400 - logcount_predictions_loss: 0.8601 105/2019 [>.............................] - ETA: 4:26 - loss: 1004.2133 - logits_profile_predictions_loss: 981.1507 - logcount_predictions_loss: 0.8605 106/2019 [>.............................] - ETA: 4:26 - loss: 1004.2479 - logits_profile_predictions_loss: 981.1742 - logcount_predictions_loss: 0.8610 107/2019 [>.............................] - ETA: 4:26 - loss: 1004.3088 - logits_profile_predictions_loss: 981.2242 - logcount_predictions_loss: 0.8614 108/2019 [>.............................] - ETA: 4:26 - loss: 1004.3611 - 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[===>..........................] - ETA: 4:00 - loss: 1008.3253 - logits_profile_predictions_loss: 984.7888 - logcount_predictions_loss: 0.8782 298/2019 [===>..........................] - ETA: 4:00 - loss: 1008.3257 - logits_profile_predictions_loss: 984.7888 - logcount_predictions_loss: 0.8782 299/2019 [===>..........................] - ETA: 4:00 - loss: 1008.3242 - logits_profile_predictions_loss: 984.7871 - logcount_predictions_loss: 0.8783 300/2019 [===>..........................] - ETA: 3:59 - loss: 1008.3217 - logits_profile_predictions_loss: 984.7844 - logcount_predictions_loss: 0.8783 301/2019 [===>..........................] - ETA: 3:59 - loss: 1008.3195 - logits_profile_predictions_loss: 984.7819 - logcount_predictions_loss: 0.8783 302/2019 [===>..........................] - ETA: 3:59 - loss: 1008.3178 - logits_profile_predictions_loss: 984.7799 - logcount_predictions_loss: 0.8783 303/2019 [===>..........................] - ETA: 3:59 - loss: 1008.3155 - 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[===>..........................] - ETA: 3:58 - loss: 1008.3176 - logits_profile_predictions_loss: 984.7770 - logcount_predictions_loss: 0.8784 311/2019 [===>..........................] - ETA: 3:58 - loss: 1008.3217 - logits_profile_predictions_loss: 984.7808 - logcount_predictions_loss: 0.8784 312/2019 [===>..........................] - ETA: 3:58 - loss: 1008.3261 - logits_profile_predictions_loss: 984.7850 - logcount_predictions_loss: 0.8784 313/2019 [===>..........................] - ETA: 3:58 - loss: 1008.3300 - logits_profile_predictions_loss: 984.7887 - logcount_predictions_loss: 0.8784 314/2019 [===>..........................] - ETA: 3:57 - loss: 1008.3325 - logits_profile_predictions_loss: 984.7910 - logcount_predictions_loss: 0.8784 315/2019 [===>..........................] - ETA: 3:57 - loss: 1008.3349 - logits_profile_predictions_loss: 984.7932 - logcount_predictions_loss: 0.8784 316/2019 [===>..........................] - ETA: 3:57 - loss: 1008.3390 - 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[===>..........................] - ETA: 3:56 - loss: 1008.3876 - logits_profile_predictions_loss: 984.8441 - logcount_predictions_loss: 0.8785 324/2019 [===>..........................] - ETA: 3:56 - loss: 1008.3972 - logits_profile_predictions_loss: 984.8534 - logcount_predictions_loss: 0.8785 325/2019 [===>..........................] - ETA: 3:56 - loss: 1008.4071 - logits_profile_predictions_loss: 984.8629 - logcount_predictions_loss: 0.8785 326/2019 [===>..........................] - ETA: 3:56 - loss: 1008.4173 - logits_profile_predictions_loss: 984.8727 - logcount_predictions_loss: 0.8785 327/2019 [===>..........................] - ETA: 3:56 - loss: 1008.4283 - logits_profile_predictions_loss: 984.8831 - logcount_predictions_loss: 0.8786 328/2019 [===>..........................] - ETA: 3:56 - loss: 1008.4419 - logits_profile_predictions_loss: 984.8962 - logcount_predictions_loss: 0.8786 329/2019 [===>..........................] - ETA: 3:55 - loss: 1008.4572 - logits_profile_predictions_loss: 984.9108 - logcount_predictions_loss: 0.8786 330/2019 [===>..........................] - ETA: 3:55 - loss: 1008.4738 - logits_profile_predictions_loss: 984.9268 - logcount_predictions_loss: 0.8786 331/2019 [===>..........................] - ETA: 3:55 - loss: 1008.4914 - logits_profile_predictions_loss: 984.9438 - logcount_predictions_loss: 0.8786 332/2019 [===>..........................] - ETA: 3:55 - loss: 1008.5088 - logits_profile_predictions_loss: 984.9605 - logcount_predictions_loss: 0.8787 333/2019 [===>..........................] - ETA: 3:55 - loss: 1008.5278 - logits_profile_predictions_loss: 984.9789 - logcount_predictions_loss: 0.8787 334/2019 [===>..........................] - ETA: 3:55 - loss: 1008.5480 - logits_profile_predictions_loss: 984.9985 - logcount_predictions_loss: 0.8787 335/2019 [===>..........................] - ETA: 3:55 - loss: 1008.5679 - logits_profile_predictions_loss: 985.0179 - logcount_predictions_loss: 0.8787 336/2019 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logits_profile_predictions_loss: 985.1621 - logcount_predictions_loss: 0.8789 343/2019 [====>.........................] - ETA: 3:53 - loss: 1008.7366 - logits_profile_predictions_loss: 985.1816 - logcount_predictions_loss: 0.8789 344/2019 [====>.........................] - ETA: 3:53 - loss: 1008.7557 - logits_profile_predictions_loss: 985.2000 - logcount_predictions_loss: 0.8789 345/2019 [====>.........................] - ETA: 3:53 - loss: 1008.7738 - logits_profile_predictions_loss: 985.2173 - logcount_predictions_loss: 0.8790 346/2019 [====>.........................] - ETA: 3:53 - loss: 1008.7908 - logits_profile_predictions_loss: 985.2336 - logcount_predictions_loss: 0.8790 347/2019 [====>.........................] - ETA: 3:53 - loss: 1008.8067 - logits_profile_predictions_loss: 985.2486 - logcount_predictions_loss: 0.8790 348/2019 [====>.........................] - ETA: 3:53 - loss: 1008.8213 - logits_profile_predictions_loss: 985.2623 - logcount_predictions_loss: 0.8791 349/2019 [====>.........................] - ETA: 3:53 - loss: 1008.8362 - logits_profile_predictions_loss: 985.2764 - logcount_predictions_loss: 0.8791 350/2019 [====>.........................] - ETA: 3:52 - loss: 1008.8512 - logits_profile_predictions_loss: 985.2905 - logcount_predictions_loss: 0.8791 351/2019 [====>.........................] - ETA: 3:52 - loss: 1008.8689 - logits_profile_predictions_loss: 985.3072 - logcount_predictions_loss: 0.8792 352/2019 [====>.........................] - ETA: 3:52 - loss: 1008.8865 - logits_profile_predictions_loss: 985.3238 - logcount_predictions_loss: 0.8792 353/2019 [====>.........................] - ETA: 3:52 - loss: 1008.9046 - logits_profile_predictions_loss: 985.3409 - logcount_predictions_loss: 0.8792 354/2019 [====>.........................] - ETA: 3:52 - loss: 1008.9250 - logits_profile_predictions_loss: 985.3603 - logcount_predictions_loss: 0.8793 355/2019 [====>.........................] - ETA: 3:52 - loss: 1008.9445 - logits_profile_predictions_loss: 985.3787 - logcount_predictions_loss: 0.8793 356/2019 [====>.........................] - ETA: 3:52 - loss: 1008.9632 - logits_profile_predictions_loss: 985.3964 - logcount_predictions_loss: 0.8794 357/2019 [====>.........................] - ETA: 3:51 - loss: 1008.9802 - logits_profile_predictions_loss: 985.4124 - logcount_predictions_loss: 0.8794 358/2019 [====>.........................] - ETA: 3:51 - loss: 1008.9971 - logits_profile_predictions_loss: 985.4283 - logcount_predictions_loss: 0.8794 359/2019 [====>.........................] - ETA: 3:51 - loss: 1009.0139 - logits_profile_predictions_loss: 985.4441 - logcount_predictions_loss: 0.8795 360/2019 [====>.........................] - ETA: 3:51 - loss: 1009.0323 - logits_profile_predictions_loss: 985.4614 - logcount_predictions_loss: 0.8795 361/2019 [====>.........................] - ETA: 3:51 - loss: 1009.0502 - logits_profile_predictions_loss: 985.4783 - logcount_predictions_loss: 0.8795 362/2019 [====>.........................] - ETA: 3:51 - loss: 1009.0683 - logits_profile_predictions_loss: 985.4954 - logcount_predictions_loss: 0.8796 363/2019 [====>.........................] - ETA: 3:51 - loss: 1009.0876 - logits_profile_predictions_loss: 985.5138 - logcount_predictions_loss: 0.8796 364/2019 [====>.........................] - ETA: 3:51 - loss: 1009.1061 - logits_profile_predictions_loss: 985.5315 - logcount_predictions_loss: 0.8797 365/2019 [====>.........................] - ETA: 3:50 - loss: 1009.1258 - logits_profile_predictions_loss: 985.5503 - logcount_predictions_loss: 0.8797 366/2019 [====>.........................] - ETA: 3:50 - loss: 1009.1451 - logits_profile_predictions_loss: 985.5687 - logcount_predictions_loss: 0.8797 367/2019 [====>.........................] - ETA: 3:50 - loss: 1009.1644 - logits_profile_predictions_loss: 985.5871 - logcount_predictions_loss: 0.8798 368/2019 [====>.........................] - ETA: 3:50 - loss: 1009.1857 - logits_profile_predictions_loss: 985.6074 - logcount_predictions_loss: 0.8798 369/2019 [====>.........................] - ETA: 3:50 - loss: 1009.2058 - logits_profile_predictions_loss: 985.6266 - logcount_predictions_loss: 0.8798 370/2019 [====>.........................] - ETA: 3:50 - loss: 1009.2257 - logits_profile_predictions_loss: 985.6456 - logcount_predictions_loss: 0.8799 371/2019 [====>.........................] - ETA: 3:50 - loss: 1009.2447 - logits_profile_predictions_loss: 985.6638 - logcount_predictions_loss: 0.8799 372/2019 [====>.........................] - ETA: 3:49 - loss: 1009.2633 - logits_profile_predictions_loss: 985.6815 - logcount_predictions_loss: 0.8799 373/2019 [====>.........................] - ETA: 3:49 - loss: 1009.2806 - logits_profile_predictions_loss: 985.6979 - logcount_predictions_loss: 0.8800 374/2019 [====>.........................] - ETA: 3:49 - loss: 1009.2977 - logits_profile_predictions_loss: 985.7141 - logcount_predictions_loss: 0.8800 375/2019 [====>.........................] - ETA: 3:49 - loss: 1009.3135 - logits_profile_predictions_loss: 985.7289 - logcount_predictions_loss: 0.8800 376/2019 [====>.........................] - ETA: 3:49 - loss: 1009.3297 - logits_profile_predictions_loss: 985.7442 - logcount_predictions_loss: 0.8801 377/2019 [====>.........................] - ETA: 3:49 - loss: 1009.3463 - logits_profile_predictions_loss: 985.7599 - logcount_predictions_loss: 0.8801 378/2019 [====>.........................] - ETA: 3:49 - loss: 1009.3609 - logits_profile_predictions_loss: 985.7735 - logcount_predictions_loss: 0.8801 379/2019 [====>.........................] - ETA: 3:48 - loss: 1009.3738 - logits_profile_predictions_loss: 985.7856 - logcount_predictions_loss: 0.8802 380/2019 [====>.........................] - ETA: 3:48 - loss: 1009.3882 - logits_profile_predictions_loss: 985.7990 - logcount_predictions_loss: 0.8802 381/2019 [====>.........................] - ETA: 3:48 - loss: 1009.4028 - 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[============================>.] - ETA: 4s - loss: 1016.1714 - logits_profile_predictions_loss: 992.4244 - logcount_predictions_loss: 0.8861 1988/2019 [============================>.] - ETA: 4s - loss: 1016.1718 - logits_profile_predictions_loss: 992.4249 - logcount_predictions_loss: 0.8861 1989/2019 [============================>.] - ETA: 4s - loss: 1016.1723 - logits_profile_predictions_loss: 992.4254 - logcount_predictions_loss: 0.8861 1990/2019 [============================>.] - ETA: 4s - loss: 1016.1728 - logits_profile_predictions_loss: 992.4260 - logcount_predictions_loss: 0.8861 1991/2019 [============================>.] - ETA: 3s - loss: 1016.1734 - logits_profile_predictions_loss: 992.4266 - logcount_predictions_loss: 0.8861 1992/2019 [============================>.] - ETA: 3s - loss: 1016.1739 - logits_profile_predictions_loss: 992.4272 - logcount_predictions_loss: 0.8861 1993/2019 [============================>.] - ETA: 3s - loss: 1016.1744 - 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[============================>.] - ETA: 2s - loss: 1016.1787 - logits_profile_predictions_loss: 992.4325 - logcount_predictions_loss: 0.8860 2001/2019 [============================>.] - ETA: 2s - loss: 1016.1793 - logits_profile_predictions_loss: 992.4331 - logcount_predictions_loss: 0.8860 2002/2019 [============================>.] - ETA: 2s - loss: 1016.1798 - logits_profile_predictions_loss: 992.4337 - logcount_predictions_loss: 0.8860 2003/2019 [============================>.] - ETA: 2s - loss: 1016.1803 - logits_profile_predictions_loss: 992.4342 - logcount_predictions_loss: 0.8860 2004/2019 [============================>.] - ETA: 2s - loss: 1016.1808 - logits_profile_predictions_loss: 992.4348 - logcount_predictions_loss: 0.8860 2005/2019 [============================>.] - ETA: 1s - loss: 1016.1813 - logits_profile_predictions_loss: 992.4353 - logcount_predictions_loss: 0.8860 2006/2019 [============================>.] - ETA: 1s - loss: 1016.1817 - 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[============================>.] - ETA: 0s - loss: 1016.1856 - logits_profile_predictions_loss: 992.4401 - logcount_predictions_loss: 0.8860 2014/2019 [============================>.] - ETA: 0s - loss: 1016.1862 - logits_profile_predictions_loss: 992.4407 - logcount_predictions_loss: 0.8860 2015/2019 [============================>.] - ETA: 0s - loss: 1016.1869 - logits_profile_predictions_loss: 992.4414 - logcount_predictions_loss: 0.8860 2016/2019 [============================>.] - ETA: 0s - loss: 1016.1875 - logits_profile_predictions_loss: 992.4422 - logcount_predictions_loss: 0.8860 2017/2019 [============================>.] - ETA: 0s - loss: 1016.1882 - logits_profile_predictions_loss: 992.4429 - logcount_predictions_loss: 0.8860 2018/2019 [============================>.] - ETA: 0s - loss: 1016.1889 - logits_profile_predictions_loss: 992.4436 - logcount_predictions_loss: 0.8860 2019/2019 [==============================] - ETA: 0s - loss: 1016.1896 - logits_profile_predictions_loss: 992.4444 - logcount_predictions_loss: 0.8860 2019/2019 [==============================] - 302s 149ms/step - loss: 1016.1903 - logits_profile_predictions_loss: 992.4451 - logcount_predictions_loss: 0.8860 - val_loss: 1154.8324 - val_logits_profile_predictions_loss: 1133.1871 - val_logcount_predictions_loss: 0.8077 Epoch 00006: val_loss improved from 1156.00671 to 1154.83240, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 7/50 1/2019 [..............................] - ETA: 5:13 - loss: 1390.3291 - logits_profile_predictions_loss: 1361.6338 - logcount_predictions_loss: 1.0707 2/2019 [..............................] - ETA: 4:41 - loss: 1280.6469 - logits_profile_predictions_loss: 1255.1229 - logcount_predictions_loss: 0.9524 3/2019 [..............................] - ETA: 4:40 - loss: 1231.8912 - logits_profile_predictions_loss: 1207.8823 - 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[===>..........................] - ETA: 3:59 - loss: 999.7586 - logits_profile_predictions_loss: 976.6609 - logcount_predictions_loss: 0.8619 304/2019 [===>..........................] - ETA: 3:59 - loss: 999.7723 - logits_profile_predictions_loss: 976.6733 - logcount_predictions_loss: 0.8619 305/2019 [===>..........................] - ETA: 3:59 - loss: 999.7845 - logits_profile_predictions_loss: 976.6845 - logcount_predictions_loss: 0.8620 306/2019 [===>..........................] - ETA: 3:59 - loss: 999.7971 - logits_profile_predictions_loss: 976.6959 - logcount_predictions_loss: 0.8620 307/2019 [===>..........................] - ETA: 3:59 - loss: 999.8091 - logits_profile_predictions_loss: 976.7068 - logcount_predictions_loss: 0.8620 308/2019 [===>..........................] - ETA: 3:58 - loss: 999.8197 - logits_profile_predictions_loss: 976.7162 - logcount_predictions_loss: 0.8621 309/2019 [===>..........................] - ETA: 3:58 - loss: 999.8296 - logits_profile_predictions_loss: 976.7251 - logcount_predictions_loss: 0.8621 310/2019 [===>..........................] - ETA: 3:58 - loss: 999.8391 - logits_profile_predictions_loss: 976.7336 - logcount_predictions_loss: 0.8622 311/2019 [===>..........................] - ETA: 3:58 - loss: 999.8474 - logits_profile_predictions_loss: 976.7410 - logcount_predictions_loss: 0.8622 312/2019 [===>..........................] - ETA: 3:58 - loss: 999.8575 - logits_profile_predictions_loss: 976.7502 - logcount_predictions_loss: 0.8622 313/2019 [===>..........................] - ETA: 3:58 - loss: 999.8653 - logits_profile_predictions_loss: 976.7571 - logcount_predictions_loss: 0.8623 314/2019 [===>..........................] - ETA: 3:58 - loss: 999.8743 - logits_profile_predictions_loss: 976.7650 - logcount_predictions_loss: 0.8623 315/2019 [===>..........................] - ETA: 3:57 - loss: 999.8849 - logits_profile_predictions_loss: 976.7745 - logcount_predictions_loss: 0.8623 316/2019 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logits_profile_predictions_loss: 976.8407 - logcount_predictions_loss: 0.8627 323/2019 [===>..........................] - ETA: 3:56 - loss: 999.9696 - logits_profile_predictions_loss: 976.8499 - logcount_predictions_loss: 0.8627 324/2019 [===>..........................] - ETA: 3:56 - loss: 999.9808 - logits_profile_predictions_loss: 976.8601 - logcount_predictions_loss: 0.8627 325/2019 [===>..........................] - ETA: 3:56 - loss: 999.9903 - logits_profile_predictions_loss: 976.8686 - logcount_predictions_loss: 0.8628 326/2019 [===>..........................] - ETA: 3:56 - loss: 999.9970 - logits_profile_predictions_loss: 976.8744 - logcount_predictions_loss: 0.8628 327/2019 [===>..........................] - ETA: 3:56 - loss: 1000.0043 - logits_profile_predictions_loss: 976.8807 - logcount_predictions_loss: 0.8628 328/2019 [===>..........................] - ETA: 3:56 - loss: 1000.0113 - logits_profile_predictions_loss: 976.8868 - logcount_predictions_loss: 0.8629 329/2019 [===>..........................] - ETA: 3:55 - loss: 1000.0219 - logits_profile_predictions_loss: 976.8965 - logcount_predictions_loss: 0.8629 330/2019 [===>..........................] - ETA: 3:55 - loss: 1000.0334 - logits_profile_predictions_loss: 976.9071 - logcount_predictions_loss: 0.8629 331/2019 [===>..........................] - ETA: 3:55 - loss: 1000.0439 - logits_profile_predictions_loss: 976.9166 - logcount_predictions_loss: 0.8630 332/2019 [===>..........................] - ETA: 3:55 - loss: 1000.0559 - logits_profile_predictions_loss: 976.9276 - logcount_predictions_loss: 0.8630 333/2019 [===>..........................] - ETA: 3:55 - loss: 1000.0695 - logits_profile_predictions_loss: 976.9400 - logcount_predictions_loss: 0.8631 334/2019 [===>..........................] - ETA: 3:55 - loss: 1000.0836 - logits_profile_predictions_loss: 976.9531 - logcount_predictions_loss: 0.8631 335/2019 [===>..........................] - ETA: 3:55 - loss: 1000.0963 - 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[====>.........................] - ETA: 3:54 - loss: 1000.1628 - logits_profile_predictions_loss: 977.0248 - logcount_predictions_loss: 0.8634 343/2019 [====>.........................] - ETA: 3:53 - loss: 1000.1718 - logits_profile_predictions_loss: 977.0329 - logcount_predictions_loss: 0.8634 344/2019 [====>.........................] - ETA: 3:53 - loss: 1000.1820 - logits_profile_predictions_loss: 977.0423 - logcount_predictions_loss: 0.8634 345/2019 [====>.........................] - ETA: 3:53 - loss: 1000.1932 - logits_profile_predictions_loss: 977.0526 - logcount_predictions_loss: 0.8635 346/2019 [====>.........................] - ETA: 3:53 - loss: 1000.2033 - logits_profile_predictions_loss: 977.0619 - logcount_predictions_loss: 0.8635 347/2019 [====>.........................] - ETA: 3:53 - loss: 1000.2137 - logits_profile_predictions_loss: 977.0715 - logcount_predictions_loss: 0.8635 348/2019 [====>.........................] - ETA: 3:53 - loss: 1000.2252 - logits_profile_predictions_loss: 977.0823 - logcount_predictions_loss: 0.8636 349/2019 [====>.........................] - ETA: 3:53 - loss: 1000.2356 - logits_profile_predictions_loss: 977.0919 - logcount_predictions_loss: 0.8636 350/2019 [====>.........................] - ETA: 3:53 - loss: 1000.2451 - logits_profile_predictions_loss: 977.1006 - logcount_predictions_loss: 0.8636 351/2019 [====>.........................] - ETA: 3:52 - loss: 1000.2546 - logits_profile_predictions_loss: 977.1092 - logcount_predictions_loss: 0.8636 352/2019 [====>.........................] - ETA: 3:52 - loss: 1000.2655 - logits_profile_predictions_loss: 977.1193 - logcount_predictions_loss: 0.8637 353/2019 [====>.........................] - ETA: 3:52 - loss: 1000.2754 - logits_profile_predictions_loss: 977.1284 - logcount_predictions_loss: 0.8637 354/2019 [====>.........................] - ETA: 3:52 - loss: 1000.2855 - logits_profile_predictions_loss: 977.1377 - logcount_predictions_loss: 0.8637 355/2019 [====>.........................] - ETA: 3:52 - loss: 1000.2942 - logits_profile_predictions_loss: 977.1457 - logcount_predictions_loss: 0.8638 356/2019 [====>.........................] - ETA: 3:52 - loss: 1000.3028 - logits_profile_predictions_loss: 977.1535 - logcount_predictions_loss: 0.8638 357/2019 [====>.........................] - ETA: 3:52 - loss: 1000.3122 - logits_profile_predictions_loss: 977.1622 - logcount_predictions_loss: 0.8638 358/2019 [====>.........................] - ETA: 3:51 - loss: 1000.3223 - logits_profile_predictions_loss: 977.1715 - logcount_predictions_loss: 0.8639 359/2019 [====>.........................] - ETA: 3:51 - loss: 1000.3326 - logits_profile_predictions_loss: 977.1811 - logcount_predictions_loss: 0.8639 360/2019 [====>.........................] - ETA: 3:51 - loss: 1000.3419 - logits_profile_predictions_loss: 977.1896 - logcount_predictions_loss: 0.8639 361/2019 [====>.........................] - ETA: 3:51 - loss: 1000.3510 - logits_profile_predictions_loss: 977.1980 - logcount_predictions_loss: 0.8639 362/2019 [====>.........................] - ETA: 3:51 - loss: 1000.3588 - logits_profile_predictions_loss: 977.2051 - logcount_predictions_loss: 0.8640 363/2019 [====>.........................] - ETA: 3:51 - loss: 1000.3674 - logits_profile_predictions_loss: 977.2131 - logcount_predictions_loss: 0.8640 364/2019 [====>.........................] - ETA: 3:51 - loss: 1000.3773 - logits_profile_predictions_loss: 977.2223 - logcount_predictions_loss: 0.8640 365/2019 [====>.........................] - ETA: 3:50 - loss: 1000.3869 - logits_profile_predictions_loss: 977.2312 - logcount_predictions_loss: 0.8640 366/2019 [====>.........................] - ETA: 3:50 - loss: 1000.3971 - logits_profile_predictions_loss: 977.2407 - logcount_predictions_loss: 0.8641 367/2019 [====>.........................] - ETA: 3:50 - loss: 1000.4067 - logits_profile_predictions_loss: 977.2496 - logcount_predictions_loss: 0.8641 368/2019 [====>.........................] - ETA: 3:50 - loss: 1000.4164 - logits_profile_predictions_loss: 977.2587 - logcount_predictions_loss: 0.8641 369/2019 [====>.........................] - ETA: 3:50 - loss: 1000.4262 - logits_profile_predictions_loss: 977.2679 - logcount_predictions_loss: 0.8641 370/2019 [====>.........................] - ETA: 3:50 - loss: 1000.4351 - logits_profile_predictions_loss: 977.2763 - logcount_predictions_loss: 0.8641 371/2019 [====>.........................] - ETA: 3:50 - loss: 1000.4433 - logits_profile_predictions_loss: 977.2841 - logcount_predictions_loss: 0.8642 372/2019 [====>.........................] - ETA: 3:49 - loss: 1000.4520 - logits_profile_predictions_loss: 977.2922 - logcount_predictions_loss: 0.8642 373/2019 [====>.........................] - ETA: 3:49 - loss: 1000.4591 - logits_profile_predictions_loss: 977.2989 - logcount_predictions_loss: 0.8642 374/2019 [====>.........................] - ETA: 3:49 - loss: 1000.4666 - logits_profile_predictions_loss: 977.3057 - logcount_predictions_loss: 0.8642 375/2019 [====>.........................] - ETA: 3:49 - loss: 1000.4749 - logits_profile_predictions_loss: 977.3135 - logcount_predictions_loss: 0.8642 376/2019 [====>.........................] - ETA: 3:49 - loss: 1000.4819 - logits_profile_predictions_loss: 977.3200 - logcount_predictions_loss: 0.8643 377/2019 [====>.........................] - ETA: 3:49 - loss: 1000.4887 - logits_profile_predictions_loss: 977.3263 - logcount_predictions_loss: 0.8643 378/2019 [====>.........................] - ETA: 3:49 - loss: 1000.4960 - logits_profile_predictions_loss: 977.3330 - logcount_predictions_loss: 0.8643 379/2019 [====>.........................] - ETA: 3:48 - loss: 1000.5040 - logits_profile_predictions_loss: 977.3405 - logcount_predictions_loss: 0.8643 380/2019 [====>.........................] - ETA: 3:48 - loss: 1000.5119 - logits_profile_predictions_loss: 977.3478 - logcount_predictions_loss: 0.8643 381/2019 [====>.........................] - ETA: 3:48 - loss: 1000.5200 - logits_profile_predictions_loss: 977.3553 - logcount_predictions_loss: 0.8644 382/2019 [====>.........................] - ETA: 3:48 - loss: 1000.5272 - logits_profile_predictions_loss: 977.3619 - logcount_predictions_loss: 0.8644 383/2019 [====>.........................] - ETA: 3:48 - loss: 1000.5353 - logits_profile_predictions_loss: 977.3694 - logcount_predictions_loss: 0.8644 384/2019 [====>.........................] - ETA: 3:48 - loss: 1000.5420 - logits_profile_predictions_loss: 977.3756 - logcount_predictions_loss: 0.8644 385/2019 [====>.........................] - ETA: 3:48 - loss: 1000.5476 - logits_profile_predictions_loss: 977.3807 - logcount_predictions_loss: 0.8645 386/2019 [====>.........................] - ETA: 3:48 - loss: 1000.5533 - logits_profile_predictions_loss: 977.3859 - logcount_predictions_loss: 0.8645 387/2019 [====>.........................] - ETA: 3:47 - loss: 1000.5594 - logits_profile_predictions_loss: 977.3914 - logcount_predictions_loss: 0.8645 388/2019 [====>.........................] - ETA: 3:47 - loss: 1000.5661 - logits_profile_predictions_loss: 977.3976 - logcount_predictions_loss: 0.8645 389/2019 [====>.........................] - ETA: 3:47 - loss: 1000.5723 - logits_profile_predictions_loss: 977.4035 - logcount_predictions_loss: 0.8645 390/2019 [====>.........................] - ETA: 3:47 - loss: 1000.5782 - logits_profile_predictions_loss: 977.4090 - logcount_predictions_loss: 0.8645 391/2019 [====>.........................] - ETA: 3:47 - loss: 1000.5824 - logits_profile_predictions_loss: 977.4128 - logcount_predictions_loss: 0.8646 392/2019 [====>.........................] - ETA: 3:47 - loss: 1000.5860 - logits_profile_predictions_loss: 977.4160 - logcount_predictions_loss: 0.8646 393/2019 [====>.........................] - ETA: 3:47 - loss: 1000.5893 - logits_profile_predictions_loss: 977.4189 - logcount_predictions_loss: 0.8646 394/2019 [====>.........................] - ETA: 3:46 - loss: 1000.5927 - logits_profile_predictions_loss: 977.4218 - logcount_predictions_loss: 0.8646 395/2019 [====>.........................] - ETA: 3:46 - loss: 1000.5957 - logits_profile_predictions_loss: 977.4245 - logcount_predictions_loss: 0.8646 396/2019 [====>.........................] - ETA: 3:46 - loss: 1000.5997 - logits_profile_predictions_loss: 977.4282 - logcount_predictions_loss: 0.8646 397/2019 [====>.........................] - ETA: 3:46 - loss: 1000.6053 - logits_profile_predictions_loss: 977.4334 - logcount_predictions_loss: 0.8646 398/2019 [====>.........................] - ETA: 3:46 - loss: 1000.6101 - logits_profile_predictions_loss: 977.4379 - logcount_predictions_loss: 0.8646 399/2019 [====>.........................] - ETA: 3:46 - loss: 1000.6141 - logits_profile_predictions_loss: 977.4416 - logcount_predictions_loss: 0.8647 400/2019 [====>.........................] - ETA: 3:46 - loss: 1000.6179 - logits_profile_predictions_loss: 977.4451 - logcount_predictions_loss: 0.8647 401/2019 [====>.........................] - ETA: 3:45 - loss: 1000.6223 - logits_profile_predictions_loss: 977.4493 - logcount_predictions_loss: 0.8647 402/2019 [====>.........................] - ETA: 3:45 - loss: 1000.6269 - logits_profile_predictions_loss: 977.4537 - logcount_predictions_loss: 0.8647 403/2019 [====>.........................] - ETA: 3:45 - loss: 1000.6326 - logits_profile_predictions_loss: 977.4593 - logcount_predictions_loss: 0.8647 404/2019 [=====>........................] - ETA: 3:45 - loss: 1000.6381 - logits_profile_predictions_loss: 977.4647 - logcount_predictions_loss: 0.8647 405/2019 [=====>........................] - ETA: 3:45 - loss: 1000.6430 - logits_profile_predictions_loss: 977.4695 - logcount_predictions_loss: 0.8647 406/2019 [=====>........................] - ETA: 3:45 - loss: 1000.6483 - logits_profile_predictions_loss: 977.4746 - logcount_predictions_loss: 0.8647 407/2019 [=====>........................] - ETA: 3:45 - loss: 1000.6516 - logits_profile_predictions_loss: 977.4779 - logcount_predictions_loss: 0.8647 408/2019 [=====>........................] - ETA: 3:44 - loss: 1000.6534 - logits_profile_predictions_loss: 977.4796 - logcount_predictions_loss: 0.8647 409/2019 [=====>........................] - ETA: 3:44 - loss: 1000.6560 - logits_profile_predictions_loss: 977.4822 - logcount_predictions_loss: 0.8647 410/2019 [=====>........................] - ETA: 3:44 - loss: 1000.6593 - logits_profile_predictions_loss: 977.4854 - logcount_predictions_loss: 0.8647 411/2019 [=====>........................] - ETA: 3:44 - loss: 1000.6615 - logits_profile_predictions_loss: 977.4875 - logcount_predictions_loss: 0.8647 412/2019 [=====>........................] - ETA: 3:44 - loss: 1000.6627 - logits_profile_predictions_loss: 977.4887 - logcount_predictions_loss: 0.8647 413/2019 [=====>........................] - ETA: 3:44 - loss: 1000.6638 - logits_profile_predictions_loss: 977.4898 - logcount_predictions_loss: 0.8647 414/2019 [=====>........................] - ETA: 3:44 - loss: 1000.6652 - logits_profile_predictions_loss: 977.4911 - logcount_predictions_loss: 0.8647 415/2019 [=====>........................] - ETA: 3:43 - loss: 1000.6669 - logits_profile_predictions_loss: 977.4928 - logcount_predictions_loss: 0.8647 416/2019 [=====>........................] - ETA: 3:43 - loss: 1000.6674 - logits_profile_predictions_loss: 977.4933 - logcount_predictions_loss: 0.8647 417/2019 [=====>........................] - ETA: 3:43 - loss: 1000.6684 - logits_profile_predictions_loss: 977.4943 - logcount_predictions_loss: 0.8647 418/2019 [=====>........................] - ETA: 3:43 - loss: 1000.6685 - logits_profile_predictions_loss: 977.4945 - logcount_predictions_loss: 0.8647 419/2019 [=====>........................] - ETA: 3:43 - loss: 1000.6677 - logits_profile_predictions_loss: 977.4938 - logcount_predictions_loss: 0.8647 420/2019 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[============================>.] - ETA: 7s - loss: 1003.0912 - logits_profile_predictions_loss: 979.9096 - logcount_predictions_loss: 0.8650 1968/2019 [============================>.] - ETA: 7s - loss: 1003.0931 - logits_profile_predictions_loss: 979.9115 - logcount_predictions_loss: 0.8650 1969/2019 [============================>.] - ETA: 6s - loss: 1003.0949 - logits_profile_predictions_loss: 979.9134 - logcount_predictions_loss: 0.8650 1970/2019 [============================>.] - ETA: 6s - loss: 1003.0968 - logits_profile_predictions_loss: 979.9153 - logcount_predictions_loss: 0.8650 1971/2019 [============================>.] - ETA: 6s - loss: 1003.0987 - logits_profile_predictions_loss: 979.9172 - logcount_predictions_loss: 0.8650 1972/2019 [============================>.] - ETA: 6s - loss: 1003.1006 - logits_profile_predictions_loss: 979.9191 - logcount_predictions_loss: 0.8650 1973/2019 [============================>.] - ETA: 6s - loss: 1003.1025 - logits_profile_predictions_loss: 979.9210 - logcount_predictions_loss: 0.8650 1974/2019 [============================>.] - ETA: 6s - loss: 1003.1043 - logits_profile_predictions_loss: 979.9229 - logcount_predictions_loss: 0.8650 1975/2019 [============================>.] - ETA: 6s - loss: 1003.1062 - logits_profile_predictions_loss: 979.9248 - logcount_predictions_loss: 0.8650 1976/2019 [============================>.] - ETA: 6s - loss: 1003.1081 - logits_profile_predictions_loss: 979.9267 - logcount_predictions_loss: 0.8650 1977/2019 [============================>.] - ETA: 5s - loss: 1003.1099 - logits_profile_predictions_loss: 979.9286 - logcount_predictions_loss: 0.8650 1978/2019 [============================>.] - ETA: 5s - loss: 1003.1118 - logits_profile_predictions_loss: 979.9304 - logcount_predictions_loss: 0.8650 1979/2019 [============================>.] - ETA: 5s - loss: 1003.1137 - logits_profile_predictions_loss: 979.9323 - logcount_predictions_loss: 0.8650 1980/2019 [============================>.] - ETA: 5s - loss: 1003.1155 - logits_profile_predictions_loss: 979.9342 - logcount_predictions_loss: 0.8650 1981/2019 [============================>.] - ETA: 5s - loss: 1003.1173 - logits_profile_predictions_loss: 979.9360 - logcount_predictions_loss: 0.8650 1982/2019 [============================>.] - ETA: 5s - loss: 1003.1191 - logits_profile_predictions_loss: 979.9378 - logcount_predictions_loss: 0.8650 1983/2019 [============================>.] - ETA: 5s - loss: 1003.1208 - logits_profile_predictions_loss: 979.9396 - logcount_predictions_loss: 0.8650 1984/2019 [============================>.] - ETA: 4s - loss: 1003.1226 - logits_profile_predictions_loss: 979.9413 - logcount_predictions_loss: 0.8650 1985/2019 [============================>.] - ETA: 4s - loss: 1003.1243 - logits_profile_predictions_loss: 979.9431 - logcount_predictions_loss: 0.8650 1986/2019 [============================>.] - ETA: 4s - loss: 1003.1259 - logits_profile_predictions_loss: 979.9447 - logcount_predictions_loss: 0.8650 1987/2019 [============================>.] - ETA: 4s - loss: 1003.1276 - logits_profile_predictions_loss: 979.9464 - logcount_predictions_loss: 0.8650 1988/2019 [============================>.] - ETA: 4s - loss: 1003.1292 - logits_profile_predictions_loss: 979.9480 - logcount_predictions_loss: 0.8650 1989/2019 [============================>.] - ETA: 4s - loss: 1003.1308 - logits_profile_predictions_loss: 979.9496 - logcount_predictions_loss: 0.8650 1990/2019 [============================>.] - ETA: 4s - loss: 1003.1323 - logits_profile_predictions_loss: 979.9513 - logcount_predictions_loss: 0.8650 1991/2019 [============================>.] - ETA: 3s - loss: 1003.1339 - logits_profile_predictions_loss: 979.9528 - logcount_predictions_loss: 0.8650 1992/2019 [============================>.] - ETA: 3s - loss: 1003.1354 - logits_profile_predictions_loss: 979.9544 - logcount_predictions_loss: 0.8650 1993/2019 [============================>.] - ETA: 3s - loss: 1003.1370 - logits_profile_predictions_loss: 979.9560 - logcount_predictions_loss: 0.8650 1994/2019 [============================>.] - ETA: 3s - loss: 1003.1385 - logits_profile_predictions_loss: 979.9575 - logcount_predictions_loss: 0.8650 1995/2019 [============================>.] - ETA: 3s - loss: 1003.1400 - logits_profile_predictions_loss: 979.9591 - logcount_predictions_loss: 0.8650 1996/2019 [============================>.] - ETA: 3s - loss: 1003.1416 - logits_profile_predictions_loss: 979.9606 - logcount_predictions_loss: 0.8650 1997/2019 [============================>.] - ETA: 3s - loss: 1003.1431 - logits_profile_predictions_loss: 979.9622 - logcount_predictions_loss: 0.8650 1998/2019 [============================>.] - ETA: 2s - loss: 1003.1446 - logits_profile_predictions_loss: 979.9638 - logcount_predictions_loss: 0.8650 1999/2019 [============================>.] - ETA: 2s - loss: 1003.1462 - 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[============================>.] - ETA: 1s - loss: 1003.1574 - logits_profile_predictions_loss: 979.9768 - logcount_predictions_loss: 0.8650 2007/2019 [============================>.] - ETA: 1s - loss: 1003.1590 - logits_profile_predictions_loss: 979.9784 - logcount_predictions_loss: 0.8650 2008/2019 [============================>.] - ETA: 1s - loss: 1003.1606 - logits_profile_predictions_loss: 979.9800 - logcount_predictions_loss: 0.8649 2009/2019 [============================>.] - ETA: 1s - loss: 1003.1621 - logits_profile_predictions_loss: 979.9816 - logcount_predictions_loss: 0.8649 2010/2019 [============================>.] - ETA: 1s - loss: 1003.1637 - logits_profile_predictions_loss: 979.9832 - logcount_predictions_loss: 0.8649 2011/2019 [============================>.] - ETA: 1s - loss: 1003.1652 - logits_profile_predictions_loss: 979.9848 - logcount_predictions_loss: 0.8649 2012/2019 [============================>.] - ETA: 0s - loss: 1003.1667 - logits_profile_predictions_loss: 979.9863 - logcount_predictions_loss: 0.8649 2013/2019 [============================>.] - ETA: 0s - loss: 1003.1682 - logits_profile_predictions_loss: 979.9879 - logcount_predictions_loss: 0.8649 2014/2019 [============================>.] - ETA: 0s - loss: 1003.1698 - logits_profile_predictions_loss: 979.9894 - logcount_predictions_loss: 0.8649 2015/2019 [============================>.] - ETA: 0s - loss: 1003.1713 - logits_profile_predictions_loss: 979.9910 - logcount_predictions_loss: 0.8649 2016/2019 [============================>.] - ETA: 0s - loss: 1003.1728 - logits_profile_predictions_loss: 979.9925 - logcount_predictions_loss: 0.8649 2017/2019 [============================>.] - ETA: 0s - loss: 1003.1744 - logits_profile_predictions_loss: 979.9941 - logcount_predictions_loss: 0.8649 2018/2019 [============================>.] - ETA: 0s - loss: 1003.1759 - logits_profile_predictions_loss: 979.9957 - logcount_predictions_loss: 0.8649 2019/2019 [==============================] - ETA: 0s - loss: 1003.1775 - logits_profile_predictions_loss: 979.9973 - logcount_predictions_loss: 0.8649 2019/2019 [==============================] - 302s 149ms/step - loss: 1003.1791 - logits_profile_predictions_loss: 979.9990 - logcount_predictions_loss: 0.8649 - val_loss: 1143.6436 - val_logits_profile_predictions_loss: 1121.7708 - val_logcount_predictions_loss: 0.8162 Epoch 00007: val_loss improved from 1154.83240 to 1143.64355, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 8/50 1/2019 [..............................] - ETA: 5:10 - loss: 891.2457 - logits_profile_predictions_loss: 866.5253 - logcount_predictions_loss: 0.9224 2/2019 [..............................] - ETA: 4:40 - loss: 983.7202 - logits_profile_predictions_loss: 959.8029 - logcount_predictions_loss: 0.8924 3/2019 [..............................] - ETA: 4:40 - loss: 1006.5773 - logits_profile_predictions_loss: 982.9994 - logcount_predictions_loss: 0.8798 4/2019 [..............................] - ETA: 4:40 - loss: 1011.7969 - logits_profile_predictions_loss: 988.7426 - logcount_predictions_loss: 0.8602 5/2019 [..............................] - ETA: 4:40 - loss: 1009.4493 - logits_profile_predictions_loss: 986.7046 - logcount_predictions_loss: 0.8487 6/2019 [..............................] - ETA: 4:39 - loss: 1011.9913 - logits_profile_predictions_loss: 989.4950 - logcount_predictions_loss: 0.8394 7/2019 [..............................] - ETA: 4:39 - loss: 1014.8750 - logits_profile_predictions_loss: 992.4395 - logcount_predictions_loss: 0.8371 8/2019 [..............................] - ETA: 4:39 - loss: 1016.6994 - logits_profile_predictions_loss: 994.3788 - logcount_predictions_loss: 0.8329 9/2019 [..............................] - ETA: 4:39 - loss: 1017.2459 - logits_profile_predictions_loss: 994.9064 - logcount_predictions_loss: 0.8336 10/2019 [..............................] - ETA: 4:39 - loss: 1017.1553 - logits_profile_predictions_loss: 994.8108 - logcount_predictions_loss: 0.8338 11/2019 [..............................] - ETA: 4:39 - loss: 1016.7133 - logits_profile_predictions_loss: 994.4165 - logcount_predictions_loss: 0.8320 12/2019 [..............................] - ETA: 4:39 - loss: 1017.3156 - logits_profile_predictions_loss: 995.0744 - logcount_predictions_loss: 0.8299 13/2019 [..............................] - ETA: 4:38 - loss: 1018.6643 - logits_profile_predictions_loss: 996.5223 - logcount_predictions_loss: 0.8262 14/2019 [..............................] - ETA: 4:38 - loss: 1020.2326 - logits_profile_predictions_loss: 998.1912 - logcount_predictions_loss: 0.8224 15/2019 [..............................] - ETA: 4:38 - loss: 1021.0925 - logits_profile_predictions_loss: 999.1062 - logcount_predictions_loss: 0.8204 16/2019 [..............................] - ETA: 4:38 - loss: 1022.1648 - logits_profile_predictions_loss: 1000.2173 - logcount_predictions_loss: 0.8189 17/2019 [..............................] - ETA: 4:38 - loss: 1022.4908 - logits_profile_predictions_loss: 1000.5999 - logcount_predictions_loss: 0.8168 18/2019 [..............................] - ETA: 4:38 - loss: 1023.0068 - logits_profile_predictions_loss: 1001.1480 - logcount_predictions_loss: 0.8156 19/2019 [..............................] - ETA: 4:38 - loss: 1024.0862 - logits_profile_predictions_loss: 1002.2459 - logcount_predictions_loss: 0.8149 20/2019 [..............................] - ETA: 4:38 - loss: 1025.1605 - logits_profile_predictions_loss: 1003.3355 - logcount_predictions_loss: 0.8144 21/2019 [..............................] - ETA: 4:37 - loss: 1025.8577 - logits_profile_predictions_loss: 1004.0519 - logcount_predictions_loss: 0.8136 22/2019 [..............................] - ETA: 4:37 - loss: 1026.4066 - logits_profile_predictions_loss: 1004.6240 - logcount_predictions_loss: 0.8128 23/2019 [..............................] - ETA: 4:37 - loss: 1027.0651 - logits_profile_predictions_loss: 1005.2844 - logcount_predictions_loss: 0.8127 24/2019 [..............................] - ETA: 4:37 - loss: 1027.4641 - logits_profile_predictions_loss: 1005.6889 - logcount_predictions_loss: 0.8125 25/2019 [..............................] - ETA: 4:37 - loss: 1027.6706 - logits_profile_predictions_loss: 1005.8996 - logcount_predictions_loss: 0.8123 26/2019 [..............................] - ETA: 4:37 - loss: 1027.7569 - logits_profile_predictions_loss: 1005.9749 - logcount_predictions_loss: 0.8128 27/2019 [..............................] - ETA: 4:37 - loss: 1028.2738 - logits_profile_predictions_loss: 1006.4689 - logcount_predictions_loss: 0.8136 28/2019 [..............................] - ETA: 4:36 - loss: 1028.8641 - logits_profile_predictions_loss: 1007.0444 - logcount_predictions_loss: 0.8142 29/2019 [..............................] - ETA: 4:36 - loss: 1029.2658 - 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[..............................] - ETA: 4:35 - loss: 1031.4732 - logits_profile_predictions_loss: 1009.6300 - logcount_predictions_loss: 0.8150 37/2019 [..............................] - ETA: 4:35 - loss: 1031.4356 - logits_profile_predictions_loss: 1009.5982 - logcount_predictions_loss: 0.8148 38/2019 [..............................] - ETA: 4:35 - loss: 1031.4526 - logits_profile_predictions_loss: 1009.6207 - logcount_predictions_loss: 0.8146 39/2019 [..............................] - ETA: 4:35 - loss: 1031.5173 - logits_profile_predictions_loss: 1009.6910 - logcount_predictions_loss: 0.8144 40/2019 [..............................] - ETA: 4:35 - loss: 1031.5412 - logits_profile_predictions_loss: 1009.7204 - logcount_predictions_loss: 0.8142 41/2019 [..............................] - ETA: 4:35 - loss: 1031.5755 - logits_profile_predictions_loss: 1009.7596 - logcount_predictions_loss: 0.8140 42/2019 [..............................] - ETA: 4:34 - loss: 1031.5277 - 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[..............................] - ETA: 4:34 - loss: 1031.5983 - logits_profile_predictions_loss: 1009.7919 - logcount_predictions_loss: 0.8137 50/2019 [..............................] - ETA: 4:33 - loss: 1031.5577 - logits_profile_predictions_loss: 1009.7545 - logcount_predictions_loss: 0.8135 51/2019 [..............................] - ETA: 4:33 - loss: 1031.5538 - logits_profile_predictions_loss: 1009.7537 - logcount_predictions_loss: 0.8134 52/2019 [..............................] - ETA: 4:33 - loss: 1031.5655 - logits_profile_predictions_loss: 1009.7681 - logcount_predictions_loss: 0.8133 53/2019 [..............................] - ETA: 4:33 - loss: 1031.5088 - logits_profile_predictions_loss: 1009.7146 - logcount_predictions_loss: 0.8132 54/2019 [..............................] - ETA: 4:33 - loss: 1031.4077 - logits_profile_predictions_loss: 1009.6152 - logcount_predictions_loss: 0.8132 55/2019 [..............................] - ETA: 4:33 - loss: 1031.3038 - 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[..............................] - ETA: 4:32 - loss: 1030.2910 - logits_profile_predictions_loss: 1008.5140 - logcount_predictions_loss: 0.8126 63/2019 [..............................] - ETA: 4:32 - loss: 1030.1760 - logits_profile_predictions_loss: 1008.3991 - logcount_predictions_loss: 0.8126 64/2019 [..............................] - ETA: 4:31 - loss: 1030.1119 - logits_profile_predictions_loss: 1008.3346 - logcount_predictions_loss: 0.8126 65/2019 [..............................] - ETA: 4:31 - loss: 1029.9688 - logits_profile_predictions_loss: 1008.1920 - logcount_predictions_loss: 0.8126 66/2019 [..............................] - ETA: 4:31 - loss: 1029.8071 - logits_profile_predictions_loss: 1008.0302 - logcount_predictions_loss: 0.8126 67/2019 [..............................] - ETA: 4:31 - loss: 1029.6784 - logits_profile_predictions_loss: 1007.9013 - logcount_predictions_loss: 0.8126 68/2019 [>.............................] - ETA: 4:31 - loss: 1029.5400 - 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[>.............................] - ETA: 4:30 - loss: 1029.0530 - logits_profile_predictions_loss: 1007.2639 - logcount_predictions_loss: 0.8130 76/2019 [>.............................] - ETA: 4:30 - loss: 1028.9837 - logits_profile_predictions_loss: 1007.1921 - logcount_predictions_loss: 0.8131 77/2019 [>.............................] - ETA: 4:30 - loss: 1028.8986 - logits_profile_predictions_loss: 1007.1037 - logcount_predictions_loss: 0.8132 78/2019 [>.............................] - ETA: 4:30 - loss: 1028.7878 - logits_profile_predictions_loss: 1006.9906 - logcount_predictions_loss: 0.8133 79/2019 [>.............................] - ETA: 4:29 - loss: 1028.7136 - logits_profile_predictions_loss: 1006.9126 - logcount_predictions_loss: 0.8135 80/2019 [>.............................] - ETA: 4:29 - loss: 1028.6537 - logits_profile_predictions_loss: 1006.8470 - logcount_predictions_loss: 0.8137 81/2019 [>.............................] - ETA: 4:29 - loss: 1028.6280 - 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[============================>.] - ETA: 6s - loss: 1000.2440 - logits_profile_predictions_loss: 977.9012 - logcount_predictions_loss: 0.8337 1974/2019 [============================>.] - ETA: 6s - loss: 1000.2420 - logits_profile_predictions_loss: 977.8991 - logcount_predictions_loss: 0.8337 1975/2019 [============================>.] - ETA: 6s - loss: 1000.2399 - logits_profile_predictions_loss: 977.8970 - logcount_predictions_loss: 0.8337 1976/2019 [============================>.] - ETA: 5s - loss: 1000.2379 - logits_profile_predictions_loss: 977.8950 - logcount_predictions_loss: 0.8337 1977/2019 [============================>.] - ETA: 5s - loss: 1000.2358 - logits_profile_predictions_loss: 977.8929 - logcount_predictions_loss: 0.8337 1978/2019 [============================>.] - ETA: 5s - loss: 1000.2337 - logits_profile_predictions_loss: 977.8908 - logcount_predictions_loss: 0.8337 1979/2019 [============================>.] - ETA: 5s - loss: 1000.2316 - 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[============================>.] - ETA: 4s - loss: 1000.2169 - logits_profile_predictions_loss: 977.8738 - logcount_predictions_loss: 0.8337 1987/2019 [============================>.] - ETA: 4s - loss: 1000.2147 - logits_profile_predictions_loss: 977.8717 - logcount_predictions_loss: 0.8337 1988/2019 [============================>.] - ETA: 4s - loss: 1000.2126 - logits_profile_predictions_loss: 977.8695 - logcount_predictions_loss: 0.8337 1989/2019 [============================>.] - ETA: 4s - loss: 1000.2105 - logits_profile_predictions_loss: 977.8674 - logcount_predictions_loss: 0.8337 1990/2019 [============================>.] - ETA: 4s - loss: 1000.2083 - logits_profile_predictions_loss: 977.8652 - logcount_predictions_loss: 0.8337 1991/2019 [============================>.] - ETA: 3s - loss: 1000.2062 - logits_profile_predictions_loss: 977.8631 - logcount_predictions_loss: 0.8337 1992/2019 [============================>.] - ETA: 3s - loss: 1000.2041 - 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[============================>.] - ETA: 2s - loss: 1000.1903 - logits_profile_predictions_loss: 977.8470 - logcount_predictions_loss: 0.8337 2000/2019 [============================>.] - ETA: 2s - loss: 1000.1883 - logits_profile_predictions_loss: 977.8450 - logcount_predictions_loss: 0.8337 2001/2019 [============================>.] - ETA: 2s - loss: 1000.1863 - logits_profile_predictions_loss: 977.8430 - logcount_predictions_loss: 0.8337 2002/2019 [============================>.] - ETA: 2s - loss: 1000.1843 - logits_profile_predictions_loss: 977.8410 - logcount_predictions_loss: 0.8337 2003/2019 [============================>.] - ETA: 2s - loss: 1000.1824 - logits_profile_predictions_loss: 977.8391 - logcount_predictions_loss: 0.8337 2004/2019 [============================>.] - ETA: 2s - loss: 1000.1804 - logits_profile_predictions_loss: 977.8371 - logcount_predictions_loss: 0.8337 2005/2019 [============================>.] - ETA: 1s - loss: 1000.1785 - logits_profile_predictions_loss: 977.8352 - logcount_predictions_loss: 0.8337 2006/2019 [============================>.] - ETA: 1s - loss: 1000.1767 - logits_profile_predictions_loss: 977.8333 - logcount_predictions_loss: 0.8337 2007/2019 [============================>.] - ETA: 1s - loss: 1000.1749 - logits_profile_predictions_loss: 977.8316 - logcount_predictions_loss: 0.8337 2008/2019 [============================>.] - ETA: 1s - loss: 1000.1732 - logits_profile_predictions_loss: 977.8298 - logcount_predictions_loss: 0.8337 2009/2019 [============================>.] - ETA: 1s - loss: 1000.1714 - logits_profile_predictions_loss: 977.8280 - logcount_predictions_loss: 0.8337 2010/2019 [============================>.] - ETA: 1s - loss: 1000.1696 - logits_profile_predictions_loss: 977.8262 - logcount_predictions_loss: 0.8337 2011/2019 [============================>.] - ETA: 1s - loss: 1000.1678 - logits_profile_predictions_loss: 977.8244 - logcount_predictions_loss: 0.8337 2012/2019 [============================>.] - ETA: 0s - loss: 1000.1660 - logits_profile_predictions_loss: 977.8226 - logcount_predictions_loss: 0.8337 2013/2019 [============================>.] - ETA: 0s - loss: 1000.1643 - logits_profile_predictions_loss: 977.8209 - logcount_predictions_loss: 0.8337 2014/2019 [============================>.] - ETA: 0s - loss: 1000.1625 - logits_profile_predictions_loss: 977.8191 - logcount_predictions_loss: 0.8337 2015/2019 [============================>.] - ETA: 0s - loss: 1000.1608 - logits_profile_predictions_loss: 977.8174 - logcount_predictions_loss: 0.8337 2016/2019 [============================>.] - ETA: 0s - loss: 1000.1591 - logits_profile_predictions_loss: 977.8156 - logcount_predictions_loss: 0.8337 2017/2019 [============================>.] - ETA: 0s - loss: 1000.1573 - logits_profile_predictions_loss: 977.8139 - logcount_predictions_loss: 0.8337 2018/2019 [============================>.] - ETA: 0s - loss: 1000.1555 - logits_profile_predictions_loss: 977.8121 - logcount_predictions_loss: 0.8337 2019/2019 [==============================] - ETA: 0s - loss: 1000.1537 - logits_profile_predictions_loss: 977.8102 - logcount_predictions_loss: 0.8337 2019/2019 [==============================] - 301s 149ms/step - loss: 1000.1519 - logits_profile_predictions_loss: 977.8084 - logcount_predictions_loss: 0.8337 - val_loss: 1175.8119 - val_logits_profile_predictions_loss: 1152.0956 - val_logcount_predictions_loss: 0.8849 Epoch 00008: val_loss did not improve from 1143.64355 Epoch 9/50 1/2019 [..............................] - ETA: 5:13 - loss: 1101.9457 - logits_profile_predictions_loss: 1079.6655 - logcount_predictions_loss: 0.8313 2/2019 [..............................] - ETA: 4:58 - loss: 992.9016 - logits_profile_predictions_loss: 971.7036 - logcount_predictions_loss: 0.7910  3/2019 [..............................] - ETA: 4:52 - loss: 980.4699 - logits_profile_predictions_loss: 959.6046 - logcount_predictions_loss: 0.7786 4/2019 [..............................] - ETA: 4:48 - loss: 977.2995 - logits_profile_predictions_loss: 956.1161 - logcount_predictions_loss: 0.7904 5/2019 [..............................] - ETA: 4:46 - loss: 970.9913 - logits_profile_predictions_loss: 949.3852 - logcount_predictions_loss: 0.8062 6/2019 [..............................] - ETA: 4:44 - loss: 964.8216 - logits_profile_predictions_loss: 943.0338 - logcount_predictions_loss: 0.8130 7/2019 [..............................] - ETA: 4:44 - loss: 957.9598 - logits_profile_predictions_loss: 936.1816 - logcount_predictions_loss: 0.8126 8/2019 [..............................] - ETA: 4:43 - loss: 951.1057 - logits_profile_predictions_loss: 929.4111 - logcount_predictions_loss: 0.8095 9/2019 [..............................] - ETA: 4:42 - loss: 946.6383 - logits_profile_predictions_loss: 925.0213 - logcount_predictions_loss: 0.8066 10/2019 [..............................] - ETA: 4:42 - loss: 942.0714 - logits_profile_predictions_loss: 920.4645 - logcount_predictions_loss: 0.8062 11/2019 [..............................] - ETA: 4:41 - loss: 937.2320 - logits_profile_predictions_loss: 915.6600 - logcount_predictions_loss: 0.8049 12/2019 [..............................] - ETA: 4:41 - loss: 932.5641 - logits_profile_predictions_loss: 911.0542 - logcount_predictions_loss: 0.8026 13/2019 [..............................] - ETA: 4:40 - loss: 928.9184 - logits_profile_predictions_loss: 907.4684 - logcount_predictions_loss: 0.8004 14/2019 [..............................] - ETA: 4:40 - loss: 925.6821 - logits_profile_predictions_loss: 904.2732 - logcount_predictions_loss: 0.7988 15/2019 [..............................] - ETA: 4:40 - loss: 923.3028 - logits_profile_predictions_loss: 901.9021 - logcount_predictions_loss: 0.7985 16/2019 [..............................] - ETA: 4:39 - loss: 920.9531 - logits_profile_predictions_loss: 899.5470 - logcount_predictions_loss: 0.7987 17/2019 [..............................] - ETA: 4:39 - loss: 918.7888 - logits_profile_predictions_loss: 897.3949 - logcount_predictions_loss: 0.7983 18/2019 [..............................] - ETA: 4:39 - loss: 917.2926 - logits_profile_predictions_loss: 895.9112 - logcount_predictions_loss: 0.7978 19/2019 [..............................] - ETA: 4:39 - loss: 916.1262 - logits_profile_predictions_loss: 894.7561 - logcount_predictions_loss: 0.7974 20/2019 [..............................] - ETA: 4:39 - loss: 916.0359 - logits_profile_predictions_loss: 894.6523 - logcount_predictions_loss: 0.7979 21/2019 [..............................] - ETA: 4:39 - loss: 916.0546 - logits_profile_predictions_loss: 894.6509 - logcount_predictions_loss: 0.7986 22/2019 [..............................] - ETA: 4:38 - loss: 916.0264 - logits_profile_predictions_loss: 894.6007 - logcount_predictions_loss: 0.7995 23/2019 [..............................] - ETA: 4:38 - loss: 916.2899 - logits_profile_predictions_loss: 894.8511 - logcount_predictions_loss: 0.8000 24/2019 [..............................] - ETA: 4:38 - loss: 916.3099 - logits_profile_predictions_loss: 894.8644 - logcount_predictions_loss: 0.8002 25/2019 [..............................] - ETA: 4:38 - loss: 916.3761 - logits_profile_predictions_loss: 894.9220 - logcount_predictions_loss: 0.8005 26/2019 [..............................] - ETA: 4:38 - loss: 916.5493 - logits_profile_predictions_loss: 895.0865 - logcount_predictions_loss: 0.8009 27/2019 [..............................] - ETA: 4:37 - loss: 916.8042 - logits_profile_predictions_loss: 895.3324 - logcount_predictions_loss: 0.8012 28/2019 [..............................] - ETA: 4:37 - loss: 917.2041 - logits_profile_predictions_loss: 895.7205 - logcount_predictions_loss: 0.8016 29/2019 [..............................] - ETA: 4:37 - loss: 917.5538 - logits_profile_predictions_loss: 896.0612 - logcount_predictions_loss: 0.8020 30/2019 [..............................] - ETA: 4:37 - loss: 917.9098 - logits_profile_predictions_loss: 896.4064 - logcount_predictions_loss: 0.8024 31/2019 [..............................] - ETA: 4:37 - loss: 918.3408 - logits_profile_predictions_loss: 896.8167 - logcount_predictions_loss: 0.8031 32/2019 [..............................] - ETA: 4:37 - loss: 918.7463 - logits_profile_predictions_loss: 897.2038 - logcount_predictions_loss: 0.8038 33/2019 [..............................] - ETA: 4:36 - loss: 919.1956 - logits_profile_predictions_loss: 897.6444 - logcount_predictions_loss: 0.8041 34/2019 [..............................] - ETA: 4:36 - loss: 919.7566 - logits_profile_predictions_loss: 898.1979 - logcount_predictions_loss: 0.8044 35/2019 [..............................] - ETA: 4:36 - loss: 920.1862 - logits_profile_predictions_loss: 898.6228 - logcount_predictions_loss: 0.8046 36/2019 [..............................] - ETA: 4:36 - loss: 920.7612 - logits_profile_predictions_loss: 899.1869 - logcount_predictions_loss: 0.8050 37/2019 [..............................] - ETA: 4:36 - loss: 921.3962 - logits_profile_predictions_loss: 899.8126 - logcount_predictions_loss: 0.8054 38/2019 [..............................] - ETA: 4:36 - loss: 922.0590 - logits_profile_predictions_loss: 900.4697 - logcount_predictions_loss: 0.8056 39/2019 [..............................] - ETA: 4:36 - loss: 922.8694 - logits_profile_predictions_loss: 901.2745 - logcount_predictions_loss: 0.8058 40/2019 [..............................] - ETA: 4:35 - loss: 923.6339 - logits_profile_predictions_loss: 902.0292 - logcount_predictions_loss: 0.8061 41/2019 [..............................] - ETA: 4:35 - loss: 924.4466 - logits_profile_predictions_loss: 902.8342 - logcount_predictions_loss: 0.8064 42/2019 [..............................] - ETA: 4:35 - loss: 925.2273 - logits_profile_predictions_loss: 903.6019 - logcount_predictions_loss: 0.8069 43/2019 [..............................] - ETA: 4:35 - loss: 925.9621 - logits_profile_predictions_loss: 904.3245 - logcount_predictions_loss: 0.8074 44/2019 [..............................] - ETA: 4:35 - loss: 926.6341 - logits_profile_predictions_loss: 904.9818 - logcount_predictions_loss: 0.8079 45/2019 [..............................] - ETA: 4:35 - loss: 927.2087 - logits_profile_predictions_loss: 905.5402 - logcount_predictions_loss: 0.8085 46/2019 [..............................] - ETA: 4:34 - loss: 927.7387 - logits_profile_predictions_loss: 906.0566 - logcount_predictions_loss: 0.8090 47/2019 [..............................] - ETA: 4:34 - loss: 928.2666 - logits_profile_predictions_loss: 906.5723 - logcount_predictions_loss: 0.8095 48/2019 [..............................] - ETA: 4:34 - loss: 928.8278 - logits_profile_predictions_loss: 907.1206 - logcount_predictions_loss: 0.8100 49/2019 [..............................] - ETA: 4:34 - loss: 929.4975 - logits_profile_predictions_loss: 907.7763 - logcount_predictions_loss: 0.8105 50/2019 [..............................] - ETA: 4:34 - loss: 930.1393 - logits_profile_predictions_loss: 908.4067 - logcount_predictions_loss: 0.8109 51/2019 [..............................] - ETA: 4:34 - loss: 930.7497 - logits_profile_predictions_loss: 909.0101 - logcount_predictions_loss: 0.8112 52/2019 [..............................] - ETA: 4:34 - loss: 931.3439 - logits_profile_predictions_loss: 909.5979 - logcount_predictions_loss: 0.8114 53/2019 [..............................] - ETA: 4:33 - loss: 931.9354 - logits_profile_predictions_loss: 910.1848 - logcount_predictions_loss: 0.8116 54/2019 [..............................] - ETA: 4:33 - loss: 932.5421 - logits_profile_predictions_loss: 910.7881 - logcount_predictions_loss: 0.8117 55/2019 [..............................] - ETA: 4:33 - loss: 933.1336 - logits_profile_predictions_loss: 911.3773 - logcount_predictions_loss: 0.8118 56/2019 [..............................] - ETA: 4:33 - loss: 933.7389 - logits_profile_predictions_loss: 911.9811 - logcount_predictions_loss: 0.8119 57/2019 [..............................] - ETA: 4:33 - loss: 934.3146 - logits_profile_predictions_loss: 912.5546 - logcount_predictions_loss: 0.8119 58/2019 [..............................] - ETA: 4:33 - loss: 934.9078 - logits_profile_predictions_loss: 913.1442 - logcount_predictions_loss: 0.8121 59/2019 [..............................] - ETA: 4:33 - loss: 935.4994 - logits_profile_predictions_loss: 913.7324 - logcount_predictions_loss: 0.8122 60/2019 [..............................] - ETA: 4:32 - loss: 936.0790 - logits_profile_predictions_loss: 914.3106 - logcount_predictions_loss: 0.8123 61/2019 [..............................] - ETA: 4:32 - loss: 936.6686 - logits_profile_predictions_loss: 914.8981 - logcount_predictions_loss: 0.8123 62/2019 [..............................] - ETA: 4:32 - loss: 937.2458 - logits_profile_predictions_loss: 915.4725 - logcount_predictions_loss: 0.8124 63/2019 [..............................] - ETA: 4:32 - loss: 937.7706 - logits_profile_predictions_loss: 915.9947 - logcount_predictions_loss: 0.8125 64/2019 [..............................] - ETA: 4:32 - loss: 938.2406 - logits_profile_predictions_loss: 916.4627 - logcount_predictions_loss: 0.8126 65/2019 [..............................] - ETA: 4:32 - loss: 938.6454 - logits_profile_predictions_loss: 916.8668 - logcount_predictions_loss: 0.8126 66/2019 [..............................] - ETA: 4:32 - loss: 939.0282 - logits_profile_predictions_loss: 917.2476 - logcount_predictions_loss: 0.8127 67/2019 [..............................] - ETA: 4:31 - loss: 939.3533 - logits_profile_predictions_loss: 917.5715 - logcount_predictions_loss: 0.8128 68/2019 [>.............................] - ETA: 4:31 - loss: 939.6341 - logits_profile_predictions_loss: 917.8508 - logcount_predictions_loss: 0.8128 69/2019 [>.............................] - ETA: 4:31 - loss: 939.8975 - logits_profile_predictions_loss: 918.1120 - logcount_predictions_loss: 0.8129 70/2019 [>.............................] - ETA: 4:31 - loss: 940.2243 - logits_profile_predictions_loss: 918.4362 - logcount_predictions_loss: 0.8130 71/2019 [>.............................] - ETA: 4:31 - loss: 940.5549 - logits_profile_predictions_loss: 918.7643 - logcount_predictions_loss: 0.8131 72/2019 [>.............................] - ETA: 4:31 - loss: 940.8642 - logits_profile_predictions_loss: 919.0716 - logcount_predictions_loss: 0.8132 73/2019 [>.............................] - ETA: 4:31 - loss: 941.1684 - logits_profile_predictions_loss: 919.3751 - logcount_predictions_loss: 0.8132 74/2019 [>.............................] - ETA: 4:31 - loss: 941.4831 - logits_profile_predictions_loss: 919.6874 - logcount_predictions_loss: 0.8133 75/2019 [>.............................] - ETA: 4:30 - loss: 941.7954 - logits_profile_predictions_loss: 919.9970 - logcount_predictions_loss: 0.8134 76/2019 [>.............................] - ETA: 4:30 - loss: 942.0987 - logits_profile_predictions_loss: 920.2970 - logcount_predictions_loss: 0.8135 77/2019 [>.............................] - ETA: 4:30 - loss: 942.4030 - logits_profile_predictions_loss: 920.5979 - logcount_predictions_loss: 0.8136 78/2019 [>.............................] - ETA: 4:30 - loss: 942.7137 - logits_profile_predictions_loss: 920.9064 - logcount_predictions_loss: 0.8137 79/2019 [>.............................] - ETA: 4:30 - loss: 942.9900 - logits_profile_predictions_loss: 921.1810 - logcount_predictions_loss: 0.8138 80/2019 [>.............................] - ETA: 4:30 - loss: 943.2734 - logits_profile_predictions_loss: 921.4618 - logcount_predictions_loss: 0.8139 81/2019 [>.............................] - ETA: 4:30 - loss: 943.5467 - logits_profile_predictions_loss: 921.7315 - logcount_predictions_loss: 0.8140 82/2019 [>.............................] - ETA: 4:29 - loss: 943.8185 - logits_profile_predictions_loss: 922.0005 - logcount_predictions_loss: 0.8141 83/2019 [>.............................] - ETA: 4:29 - loss: 944.0815 - logits_profile_predictions_loss: 922.2611 - logcount_predictions_loss: 0.8142 84/2019 [>.............................] - ETA: 4:29 - loss: 944.3210 - logits_profile_predictions_loss: 922.4982 - logcount_predictions_loss: 0.8143 85/2019 [>.............................] - ETA: 4:29 - loss: 944.5661 - logits_profile_predictions_loss: 922.7404 - logcount_predictions_loss: 0.8144 86/2019 [>.............................] - ETA: 4:29 - loss: 944.7859 - logits_profile_predictions_loss: 922.9570 - logcount_predictions_loss: 0.8145 87/2019 [>.............................] - ETA: 4:29 - loss: 945.0023 - logits_profile_predictions_loss: 923.1692 - logcount_predictions_loss: 0.8147 88/2019 [>.............................] - ETA: 4:29 - loss: 945.2190 - logits_profile_predictions_loss: 923.3820 - logcount_predictions_loss: 0.8148 89/2019 [>.............................] - ETA: 4:28 - loss: 945.4418 - logits_profile_predictions_loss: 923.6018 - logcount_predictions_loss: 0.8149 90/2019 [>.............................] - ETA: 4:28 - loss: 945.6477 - logits_profile_predictions_loss: 923.8048 - logcount_predictions_loss: 0.8150 91/2019 [>.............................] - ETA: 4:28 - loss: 945.8549 - logits_profile_predictions_loss: 924.0096 - logcount_predictions_loss: 0.8151 92/2019 [>.............................] - ETA: 4:28 - loss: 946.0711 - logits_profile_predictions_loss: 924.2244 - logcount_predictions_loss: 0.8152 93/2019 [>.............................] - ETA: 4:28 - loss: 946.2636 - logits_profile_predictions_loss: 924.4148 - logcount_predictions_loss: 0.8153 94/2019 [>.............................] - ETA: 4:28 - loss: 946.4307 - logits_profile_predictions_loss: 924.5808 - logcount_predictions_loss: 0.8153 95/2019 [>.............................] - ETA: 4:28 - loss: 946.5948 - logits_profile_predictions_loss: 924.7444 - logcount_predictions_loss: 0.8153 96/2019 [>.............................] - ETA: 4:27 - loss: 946.7745 - logits_profile_predictions_loss: 924.9237 - logcount_predictions_loss: 0.8153 97/2019 [>.............................] - ETA: 4:27 - loss: 946.9463 - logits_profile_predictions_loss: 925.0951 - logcount_predictions_loss: 0.8153 98/2019 [>.............................] - ETA: 4:27 - loss: 947.1264 - logits_profile_predictions_loss: 925.2746 - logcount_predictions_loss: 0.8154 99/2019 [>.............................] - ETA: 4:27 - loss: 947.3077 - logits_profile_predictions_loss: 925.4552 - logcount_predictions_loss: 0.8154 100/2019 [>.............................] - ETA: 4:27 - loss: 947.4826 - logits_profile_predictions_loss: 925.6302 - logcount_predictions_loss: 0.8154 101/2019 [>.............................] - ETA: 4:27 - loss: 947.6844 - logits_profile_predictions_loss: 925.8318 - logcount_predictions_loss: 0.8154 102/2019 [>.............................] - ETA: 4:27 - loss: 947.8720 - logits_profile_predictions_loss: 926.0196 - logcount_predictions_loss: 0.8154 103/2019 [>.............................] - ETA: 4:26 - loss: 948.0437 - logits_profile_predictions_loss: 926.1915 - logcount_predictions_loss: 0.8154 104/2019 [>.............................] - ETA: 4:26 - loss: 948.2047 - logits_profile_predictions_loss: 926.3525 - logcount_predictions_loss: 0.8154 105/2019 [>.............................] - ETA: 4:26 - loss: 948.3711 - logits_profile_predictions_loss: 926.5190 - logcount_predictions_loss: 0.8154 106/2019 [>.............................] - ETA: 4:26 - loss: 948.5281 - logits_profile_predictions_loss: 926.6756 - logcount_predictions_loss: 0.8154 107/2019 [>.............................] - ETA: 4:26 - loss: 948.6887 - logits_profile_predictions_loss: 926.8362 - logcount_predictions_loss: 0.8154 108/2019 [>.............................] - ETA: 4:26 - loss: 948.8517 - logits_profile_predictions_loss: 926.9997 - logcount_predictions_loss: 0.8154 109/2019 [>.............................] - ETA: 4:26 - loss: 949.0196 - logits_profile_predictions_loss: 927.1685 - logcount_predictions_loss: 0.8153 110/2019 [>.............................] - ETA: 4:25 - loss: 949.1930 - logits_profile_predictions_loss: 927.3427 - logcount_predictions_loss: 0.8153 111/2019 [>.............................] - ETA: 4:25 - loss: 949.3689 - logits_profile_predictions_loss: 927.5186 - logcount_predictions_loss: 0.8153 112/2019 [>.............................] - ETA: 4:25 - loss: 949.5340 - logits_profile_predictions_loss: 927.6837 - logcount_predictions_loss: 0.8153 113/2019 [>.............................] - ETA: 4:25 - loss: 949.7136 - logits_profile_predictions_loss: 927.8625 - logcount_predictions_loss: 0.8153 114/2019 [>.............................] - ETA: 4:25 - loss: 949.8910 - logits_profile_predictions_loss: 928.0389 - logcount_predictions_loss: 0.8154 115/2019 [>.............................] - ETA: 4:25 - loss: 950.0647 - logits_profile_predictions_loss: 928.2116 - logcount_predictions_loss: 0.8154 116/2019 [>.............................] - ETA: 4:25 - loss: 950.2437 - logits_profile_predictions_loss: 928.3900 - logcount_predictions_loss: 0.8154 117/2019 [>.............................] - ETA: 4:24 - loss: 950.4109 - logits_profile_predictions_loss: 928.5566 - logcount_predictions_loss: 0.8155 118/2019 [>.............................] - ETA: 4:24 - loss: 950.5901 - logits_profile_predictions_loss: 928.7355 - logcount_predictions_loss: 0.8155 119/2019 [>.............................] - ETA: 4:24 - loss: 950.7631 - logits_profile_predictions_loss: 928.9086 - logcount_predictions_loss: 0.8155 120/2019 [>.............................] - ETA: 4:24 - loss: 950.9589 - logits_profile_predictions_loss: 929.1042 - logcount_predictions_loss: 0.8155 121/2019 [>.............................] - ETA: 4:24 - loss: 951.1491 - logits_profile_predictions_loss: 929.2946 - logcount_predictions_loss: 0.8155 122/2019 [>.............................] - ETA: 4:24 - loss: 951.3407 - logits_profile_predictions_loss: 929.4866 - logcount_predictions_loss: 0.8155 123/2019 [>.............................] - ETA: 4:24 - loss: 951.5325 - logits_profile_predictions_loss: 929.6789 - logcount_predictions_loss: 0.8154 124/2019 [>.............................] - ETA: 4:23 - loss: 951.7128 - logits_profile_predictions_loss: 929.8600 - logcount_predictions_loss: 0.8154 125/2019 [>.............................] - ETA: 4:23 - loss: 951.8897 - logits_profile_predictions_loss: 930.0381 - logcount_predictions_loss: 0.8154 126/2019 [>.............................] - ETA: 4:23 - loss: 952.0597 - logits_profile_predictions_loss: 930.2092 - logcount_predictions_loss: 0.8153 127/2019 [>.............................] - ETA: 4:23 - loss: 952.2273 - logits_profile_predictions_loss: 930.3782 - logcount_predictions_loss: 0.8153 128/2019 [>.............................] - ETA: 4:23 - loss: 952.3893 - logits_profile_predictions_loss: 930.5416 - logcount_predictions_loss: 0.8152 129/2019 [>.............................] - ETA: 4:23 - loss: 952.5474 - logits_profile_predictions_loss: 930.7015 - logcount_predictions_loss: 0.8151 130/2019 [>.............................] - ETA: 4:23 - loss: 952.7132 - logits_profile_predictions_loss: 930.8686 - logcount_predictions_loss: 0.8151 131/2019 [>.............................] - ETA: 4:22 - loss: 952.8725 - logits_profile_predictions_loss: 931.0294 - logcount_predictions_loss: 0.8150 132/2019 [>.............................] - ETA: 4:22 - loss: 953.0289 - logits_profile_predictions_loss: 931.1875 - logcount_predictions_loss: 0.8150 133/2019 [>.............................] - ETA: 4:22 - loss: 953.1962 - logits_profile_predictions_loss: 931.3561 - logcount_predictions_loss: 0.8149 134/2019 [>.............................] - ETA: 4:22 - loss: 953.3588 - logits_profile_predictions_loss: 931.5201 - logcount_predictions_loss: 0.8149 135/2019 [=>............................] - ETA: 4:22 - loss: 953.5186 - logits_profile_predictions_loss: 931.6811 - logcount_predictions_loss: 0.8148 136/2019 [=>............................] - ETA: 4:22 - loss: 953.6734 - logits_profile_predictions_loss: 931.8373 - logcount_predictions_loss: 0.8148 137/2019 [=>............................] - ETA: 4:22 - loss: 953.8323 - logits_profile_predictions_loss: 931.9979 - logcount_predictions_loss: 0.8147 138/2019 [=>............................] - ETA: 4:21 - loss: 953.9935 - logits_profile_predictions_loss: 932.1607 - logcount_predictions_loss: 0.8147 139/2019 [=>............................] - ETA: 4:21 - loss: 954.1506 - logits_profile_predictions_loss: 932.3190 - logcount_predictions_loss: 0.8146 140/2019 [=>............................] - ETA: 4:21 - loss: 954.3098 - logits_profile_predictions_loss: 932.4793 - logcount_predictions_loss: 0.8146 141/2019 [=>............................] - ETA: 4:21 - loss: 954.4721 - logits_profile_predictions_loss: 932.6429 - logcount_predictions_loss: 0.8145 142/2019 [=>............................] - ETA: 4:21 - loss: 954.6346 - logits_profile_predictions_loss: 932.8067 - logcount_predictions_loss: 0.8145 143/2019 [=>............................] - ETA: 4:21 - loss: 954.7940 - logits_profile_predictions_loss: 932.9676 - logcount_predictions_loss: 0.8144 144/2019 [=>............................] - ETA: 4:21 - loss: 954.9446 - logits_profile_predictions_loss: 933.1195 - logcount_predictions_loss: 0.8144 145/2019 [=>............................] - ETA: 4:20 - loss: 955.0999 - logits_profile_predictions_loss: 933.2759 - logcount_predictions_loss: 0.8143 146/2019 [=>............................] - ETA: 4:20 - loss: 955.2646 - logits_profile_predictions_loss: 933.4417 - logcount_predictions_loss: 0.8143 147/2019 [=>............................] - ETA: 4:20 - loss: 955.4295 - logits_profile_predictions_loss: 933.6079 - logcount_predictions_loss: 0.8142 148/2019 [=>............................] - ETA: 4:20 - loss: 955.5904 - 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[===>..........................] - ETA: 3:59 - loss: 970.7764 - logits_profile_predictions_loss: 949.1166 - logcount_predictions_loss: 0.8082 299/2019 [===>..........................] - ETA: 3:59 - loss: 970.8231 - logits_profile_predictions_loss: 949.1640 - logcount_predictions_loss: 0.8082 300/2019 [===>..........................] - ETA: 3:59 - loss: 970.8671 - logits_profile_predictions_loss: 949.2086 - logcount_predictions_loss: 0.8082 301/2019 [===>..........................] - ETA: 3:59 - loss: 970.9106 - logits_profile_predictions_loss: 949.2527 - logcount_predictions_loss: 0.8081 302/2019 [===>..........................] - ETA: 3:59 - loss: 970.9534 - logits_profile_predictions_loss: 949.2960 - logcount_predictions_loss: 0.8081 303/2019 [===>..........................] - ETA: 3:58 - loss: 970.9947 - logits_profile_predictions_loss: 949.3378 - logcount_predictions_loss: 0.8081 304/2019 [===>..........................] - ETA: 3:58 - loss: 971.0344 - 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[===>..........................] - ETA: 3:56 - loss: 971.7464 - logits_profile_predictions_loss: 950.1031 - logcount_predictions_loss: 0.8076 325/2019 [===>..........................] - ETA: 3:55 - loss: 971.7811 - logits_profile_predictions_loss: 950.1385 - logcount_predictions_loss: 0.8076 326/2019 [===>..........................] - ETA: 3:55 - loss: 971.8144 - logits_profile_predictions_loss: 950.1724 - logcount_predictions_loss: 0.8075 327/2019 [===>..........................] - ETA: 3:55 - loss: 971.8471 - logits_profile_predictions_loss: 950.2057 - logcount_predictions_loss: 0.8075 328/2019 [===>..........................] - ETA: 3:55 - loss: 971.8785 - logits_profile_predictions_loss: 950.2377 - logcount_predictions_loss: 0.8075 329/2019 [===>..........................] - ETA: 3:55 - loss: 971.9094 - logits_profile_predictions_loss: 950.2691 - logcount_predictions_loss: 0.8075 330/2019 [===>..........................] - ETA: 3:55 - loss: 971.9391 - 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[====>.........................] - ETA: 3:54 - loss: 972.1438 - logits_profile_predictions_loss: 950.5078 - logcount_predictions_loss: 0.8073 338/2019 [====>.........................] - ETA: 3:54 - loss: 972.1702 - logits_profile_predictions_loss: 950.5349 - logcount_predictions_loss: 0.8073 339/2019 [====>.........................] - ETA: 3:53 - loss: 972.1968 - logits_profile_predictions_loss: 950.5622 - logcount_predictions_loss: 0.8073 340/2019 [====>.........................] - ETA: 3:53 - loss: 972.2215 - logits_profile_predictions_loss: 950.5875 - logcount_predictions_loss: 0.8072 341/2019 [====>.........................] - ETA: 3:53 - loss: 972.2470 - logits_profile_predictions_loss: 950.6135 - logcount_predictions_loss: 0.8072 342/2019 [====>.........................] - ETA: 3:53 - loss: 972.2738 - logits_profile_predictions_loss: 950.6410 - logcount_predictions_loss: 0.8072 343/2019 [====>.........................] - ETA: 3:53 - loss: 972.3015 - 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[====>.........................] - ETA: 3:52 - loss: 972.4758 - logits_profile_predictions_loss: 950.8478 - logcount_predictions_loss: 0.8070 351/2019 [====>.........................] - ETA: 3:52 - loss: 972.5004 - logits_profile_predictions_loss: 950.8731 - logcount_predictions_loss: 0.8070 352/2019 [====>.........................] - ETA: 3:52 - loss: 972.5271 - logits_profile_predictions_loss: 950.9003 - logcount_predictions_loss: 0.8070 353/2019 [====>.........................] - ETA: 3:51 - loss: 972.5535 - logits_profile_predictions_loss: 950.9273 - logcount_predictions_loss: 0.8069 354/2019 [====>.........................] - ETA: 3:51 - loss: 972.5797 - logits_profile_predictions_loss: 950.9540 - logcount_predictions_loss: 0.8069 355/2019 [====>.........................] - ETA: 3:51 - loss: 972.6056 - logits_profile_predictions_loss: 950.9805 - logcount_predictions_loss: 0.8069 356/2019 [====>.........................] - ETA: 3:51 - loss: 972.6314 - 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[====>.........................] - ETA: 3:48 - loss: 973.1794 - logits_profile_predictions_loss: 951.5624 - logcount_predictions_loss: 0.8066 377/2019 [====>.........................] - ETA: 3:48 - loss: 973.2086 - logits_profile_predictions_loss: 951.5919 - logcount_predictions_loss: 0.8066 378/2019 [====>.........................] - ETA: 3:48 - loss: 973.2374 - logits_profile_predictions_loss: 951.6210 - logcount_predictions_loss: 0.8066 379/2019 [====>.........................] - ETA: 3:48 - loss: 973.2663 - logits_profile_predictions_loss: 951.6501 - logcount_predictions_loss: 0.8066 380/2019 [====>.........................] - ETA: 3:48 - loss: 973.2972 - logits_profile_predictions_loss: 951.6812 - logcount_predictions_loss: 0.8066 381/2019 [====>.........................] - ETA: 3:48 - loss: 973.3271 - logits_profile_predictions_loss: 951.7114 - logcount_predictions_loss: 0.8066 382/2019 [====>.........................] - ETA: 3:47 - loss: 973.3564 - 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[============================>.] - ETA: 5s - loss: 984.2077 - logits_profile_predictions_loss: 962.6914 - logcount_predictions_loss: 0.8028 1983/2019 [============================>.] - ETA: 5s - loss: 984.2101 - logits_profile_predictions_loss: 962.6939 - logcount_predictions_loss: 0.8028 1984/2019 [============================>.] - ETA: 4s - loss: 984.2126 - logits_profile_predictions_loss: 962.6965 - logcount_predictions_loss: 0.8028 1985/2019 [============================>.] - ETA: 4s - loss: 984.2152 - logits_profile_predictions_loss: 962.6991 - logcount_predictions_loss: 0.8028 1986/2019 [============================>.] - ETA: 4s - loss: 984.2178 - logits_profile_predictions_loss: 962.7018 - logcount_predictions_loss: 0.8028 1987/2019 [============================>.] - ETA: 4s - loss: 984.2204 - logits_profile_predictions_loss: 962.7045 - logcount_predictions_loss: 0.8028 1988/2019 [============================>.] - ETA: 4s - loss: 984.2230 - logits_profile_predictions_loss: 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loss: 984.2415 - logits_profile_predictions_loss: 962.7263 - logcount_predictions_loss: 0.8028 1996/2019 [============================>.] - ETA: 3s - loss: 984.2442 - logits_profile_predictions_loss: 962.7290 - logcount_predictions_loss: 0.8028 1997/2019 [============================>.] - ETA: 3s - loss: 984.2468 - logits_profile_predictions_loss: 962.7317 - logcount_predictions_loss: 0.8028 1998/2019 [============================>.] - ETA: 2s - loss: 984.2494 - logits_profile_predictions_loss: 962.7344 - logcount_predictions_loss: 0.8028 1999/2019 [============================>.] - ETA: 2s - loss: 984.2521 - logits_profile_predictions_loss: 962.7371 - logcount_predictions_loss: 0.8028 2000/2019 [============================>.] - ETA: 2s - loss: 984.2547 - logits_profile_predictions_loss: 962.7398 - logcount_predictions_loss: 0.8028 2001/2019 [============================>.] - ETA: 2s - loss: 984.2573 - logits_profile_predictions_loss: 962.7425 - logcount_predictions_loss: 0.8028 2002/2019 [============================>.] - ETA: 2s - loss: 984.2599 - logits_profile_predictions_loss: 962.7452 - logcount_predictions_loss: 0.8028 2003/2019 [============================>.] - ETA: 2s - loss: 984.2625 - logits_profile_predictions_loss: 962.7478 - logcount_predictions_loss: 0.8028 2004/2019 [============================>.] - ETA: 2s - loss: 984.2651 - logits_profile_predictions_loss: 962.7505 - logcount_predictions_loss: 0.8028 2005/2019 [============================>.] - ETA: 1s - loss: 984.2676 - logits_profile_predictions_loss: 962.7531 - logcount_predictions_loss: 0.8028 2006/2019 [============================>.] - ETA: 1s - loss: 984.2702 - logits_profile_predictions_loss: 962.7558 - logcount_predictions_loss: 0.8028 2007/2019 [============================>.] - ETA: 1s - loss: 984.2727 - logits_profile_predictions_loss: 962.7584 - logcount_predictions_loss: 0.8028 2008/2019 [============================>.] - ETA: 1s - loss: 984.2753 - 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[============================>.] - ETA: 0s - loss: 984.2933 - logits_profile_predictions_loss: 962.7795 - logcount_predictions_loss: 0.8027 2016/2019 [============================>.] - ETA: 0s - loss: 984.2958 - logits_profile_predictions_loss: 962.7821 - logcount_predictions_loss: 0.8027 2017/2019 [============================>.] - ETA: 0s - loss: 984.2983 - logits_profile_predictions_loss: 962.7847 - logcount_predictions_loss: 0.8027 2018/2019 [============================>.] - ETA: 0s - loss: 984.3008 - logits_profile_predictions_loss: 962.7873 - logcount_predictions_loss: 0.8027 2019/2019 [==============================] - ETA: 0s - loss: 984.3033 - logits_profile_predictions_loss: 962.7898 - logcount_predictions_loss: 0.8027 2019/2019 [==============================] - 301s 149ms/step - loss: 984.3058 - logits_profile_predictions_loss: 962.7924 - logcount_predictions_loss: 0.8027 - val_loss: 1158.7015 - val_logits_profile_predictions_loss: 1138.6538 - val_logcount_predictions_loss: 0.7481 Epoch 00009: val_loss did not improve from 1143.64355 Epoch 10/50 1/2019 [..............................] - ETA: 5:12 - loss: 1089.1807 - logits_profile_predictions_loss: 1065.7124 - logcount_predictions_loss: 0.8757 2/2019 [..............................] - ETA: 4:53 - loss: 1046.2801 - logits_profile_predictions_loss: 1023.7582 - logcount_predictions_loss: 0.8404 3/2019 [..............................] - ETA: 4:47 - loss: 1033.9397 - logits_profile_predictions_loss: 1012.4182 - logcount_predictions_loss: 0.8030 4/2019 [..............................] - ETA: 4:44 - loss: 1020.8518 - logits_profile_predictions_loss: 1000.0888 - logcount_predictions_loss: 0.7747 5/2019 [..............................] - ETA: 4:43 - loss: 1012.4260 - logits_profile_predictions_loss: 991.8975 - logcount_predictions_loss: 0.7660  6/2019 [..............................] - ETA: 4:42 - loss: 1006.5863 - logits_profile_predictions_loss: 986.2938 - logcount_predictions_loss: 0.7572 7/2019 [..............................] - ETA: 4:42 - loss: 1001.8286 - logits_profile_predictions_loss: 981.6844 - logcount_predictions_loss: 0.7516 8/2019 [..............................] - ETA: 4:41 - loss: 996.0257 - logits_profile_predictions_loss: 975.8975 - logcount_predictions_loss: 0.7511  9/2019 [..............................] - ETA: 4:41 - loss: 993.9858 - logits_profile_predictions_loss: 973.8765 - logcount_predictions_loss: 0.7503 10/2019 [..............................] - ETA: 4:41 - loss: 993.6557 - logits_profile_predictions_loss: 973.5263 - logcount_predictions_loss: 0.7511 11/2019 [..............................] - ETA: 4:40 - loss: 992.7281 - logits_profile_predictions_loss: 972.5661 - logcount_predictions_loss: 0.7523 12/2019 [..............................] - ETA: 4:40 - loss: 991.9629 - logits_profile_predictions_loss: 971.7743 - logcount_predictions_loss: 0.7533 13/2019 [..............................] - ETA: 4:40 - loss: 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[..............................] - ETA: 4:38 - loss: 979.3968 - logits_profile_predictions_loss: 959.2033 - logcount_predictions_loss: 0.7535 21/2019 [..............................] - ETA: 4:38 - loss: 978.6932 - logits_profile_predictions_loss: 958.4975 - logcount_predictions_loss: 0.7536 22/2019 [..............................] - ETA: 4:38 - loss: 978.2362 - logits_profile_predictions_loss: 958.0298 - logcount_predictions_loss: 0.7540 23/2019 [..............................] - ETA: 4:38 - loss: 977.7749 - logits_profile_predictions_loss: 957.5621 - logcount_predictions_loss: 0.7542 24/2019 [..............................] - ETA: 4:38 - loss: 977.6862 - logits_profile_predictions_loss: 957.4639 - logcount_predictions_loss: 0.7546 25/2019 [..............................] - ETA: 4:37 - loss: 977.7660 - logits_profile_predictions_loss: 957.5315 - logcount_predictions_loss: 0.7550 26/2019 [..............................] - ETA: 4:37 - loss: 977.6255 - logits_profile_predictions_loss: 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loss: 980.4193 - logits_profile_predictions_loss: 960.0935 - logcount_predictions_loss: 0.7584 34/2019 [..............................] - ETA: 4:36 - loss: 980.4794 - logits_profile_predictions_loss: 960.1419 - logcount_predictions_loss: 0.7589 35/2019 [..............................] - ETA: 4:36 - loss: 980.4948 - logits_profile_predictions_loss: 960.1481 - logcount_predictions_loss: 0.7592 36/2019 [..............................] - ETA: 4:36 - loss: 980.3574 - logits_profile_predictions_loss: 960.0058 - logcount_predictions_loss: 0.7594 37/2019 [..............................] - ETA: 4:36 - loss: 980.2349 - logits_profile_predictions_loss: 959.8819 - logcount_predictions_loss: 0.7594 38/2019 [..............................] - ETA: 4:35 - loss: 980.0675 - logits_profile_predictions_loss: 959.7128 - logcount_predictions_loss: 0.7595 39/2019 [..............................] - ETA: 4:35 - loss: 979.9462 - logits_profile_predictions_loss: 959.5794 - logcount_predictions_loss: 0.7600 40/2019 [..............................] - ETA: 4:35 - loss: 979.8106 - logits_profile_predictions_loss: 959.4335 - logcount_predictions_loss: 0.7603 41/2019 [..............................] - ETA: 4:35 - loss: 979.6247 - logits_profile_predictions_loss: 959.2358 - logcount_predictions_loss: 0.7608 42/2019 [..............................] - ETA: 4:35 - loss: 979.4962 - logits_profile_predictions_loss: 959.0924 - logcount_predictions_loss: 0.7613 43/2019 [..............................] - ETA: 4:35 - loss: 979.3499 - logits_profile_predictions_loss: 958.9312 - logcount_predictions_loss: 0.7619 44/2019 [..............................] - ETA: 4:34 - loss: 979.2907 - logits_profile_predictions_loss: 958.8570 - logcount_predictions_loss: 0.7625 45/2019 [..............................] - ETA: 4:34 - loss: 979.2334 - logits_profile_predictions_loss: 958.7869 - logcount_predictions_loss: 0.7629 46/2019 [..............................] - ETA: 4:34 - loss: 979.1823 - 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[..............................] - ETA: 4:33 - loss: 979.4868 - logits_profile_predictions_loss: 958.9824 - logcount_predictions_loss: 0.7651 54/2019 [..............................] - ETA: 4:33 - loss: 979.5337 - logits_profile_predictions_loss: 959.0156 - logcount_predictions_loss: 0.7656 55/2019 [..............................] - ETA: 4:33 - loss: 979.6197 - logits_profile_predictions_loss: 959.0914 - logcount_predictions_loss: 0.7660 56/2019 [..............................] - ETA: 4:33 - loss: 979.7040 - logits_profile_predictions_loss: 959.1646 - logcount_predictions_loss: 0.7664 57/2019 [..............................] - ETA: 4:33 - loss: 979.8056 - logits_profile_predictions_loss: 959.2551 - logcount_predictions_loss: 0.7668 58/2019 [..............................] - ETA: 4:32 - loss: 979.9084 - logits_profile_predictions_loss: 959.3462 - logcount_predictions_loss: 0.7672 59/2019 [..............................] - ETA: 4:32 - loss: 979.9734 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 3:55 - loss: 986.3673 - logits_profile_predictions_loss: 964.7793 - logcount_predictions_loss: 0.8055 328/2019 [===>..........................] - ETA: 3:55 - loss: 986.3547 - logits_profile_predictions_loss: 964.7671 - logcount_predictions_loss: 0.8055 329/2019 [===>..........................] - ETA: 3:55 - loss: 986.3427 - logits_profile_predictions_loss: 964.7555 - logcount_predictions_loss: 0.8055 330/2019 [===>..........................] - ETA: 3:54 - loss: 986.3298 - logits_profile_predictions_loss: 964.7430 - logcount_predictions_loss: 0.8055 331/2019 [===>..........................] - ETA: 3:54 - loss: 986.3185 - logits_profile_predictions_loss: 964.7320 - logcount_predictions_loss: 0.8055 332/2019 [===>..........................] - ETA: 3:54 - loss: 986.3086 - logits_profile_predictions_loss: 964.7225 - logcount_predictions_loss: 0.8054 333/2019 [===>..........................] - ETA: 3:54 - loss: 986.2988 - 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[====>.........................] - ETA: 3:53 - loss: 986.2223 - logits_profile_predictions_loss: 964.6380 - logcount_predictions_loss: 0.8054 341/2019 [====>.........................] - ETA: 3:53 - loss: 986.2130 - logits_profile_predictions_loss: 964.6289 - logcount_predictions_loss: 0.8054 342/2019 [====>.........................] - ETA: 3:53 - loss: 986.2051 - logits_profile_predictions_loss: 964.6211 - logcount_predictions_loss: 0.8054 343/2019 [====>.........................] - ETA: 3:53 - loss: 986.1956 - logits_profile_predictions_loss: 964.6118 - logcount_predictions_loss: 0.8054 344/2019 [====>.........................] - ETA: 3:53 - loss: 986.1884 - logits_profile_predictions_loss: 964.6048 - logcount_predictions_loss: 0.8054 345/2019 [====>.........................] - ETA: 3:52 - loss: 986.1822 - logits_profile_predictions_loss: 964.5987 - logcount_predictions_loss: 0.8053 346/2019 [====>.........................] - ETA: 3:52 - loss: 986.1760 - 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[====>.........................] - ETA: 3:51 - loss: 986.1214 - logits_profile_predictions_loss: 964.5390 - logcount_predictions_loss: 0.8053 354/2019 [====>.........................] - ETA: 3:51 - loss: 986.1135 - logits_profile_predictions_loss: 964.5312 - logcount_predictions_loss: 0.8053 355/2019 [====>.........................] - ETA: 3:51 - loss: 986.1055 - logits_profile_predictions_loss: 964.5234 - logcount_predictions_loss: 0.8053 356/2019 [====>.........................] - ETA: 3:51 - loss: 986.0963 - logits_profile_predictions_loss: 964.5144 - logcount_predictions_loss: 0.8053 357/2019 [====>.........................] - ETA: 3:51 - loss: 986.0901 - logits_profile_predictions_loss: 964.5083 - logcount_predictions_loss: 0.8053 358/2019 [====>.........................] - ETA: 3:51 - loss: 986.0849 - logits_profile_predictions_loss: 964.5033 - logcount_predictions_loss: 0.8053 359/2019 [====>.........................] - ETA: 3:50 - loss: 986.0813 - 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[====>.........................] - ETA: 3:49 - loss: 986.0438 - logits_profile_predictions_loss: 964.4638 - logcount_predictions_loss: 0.8052 367/2019 [====>.........................] - ETA: 3:49 - loss: 986.0370 - logits_profile_predictions_loss: 964.4572 - logcount_predictions_loss: 0.8052 368/2019 [====>.........................] - ETA: 3:49 - loss: 986.0299 - logits_profile_predictions_loss: 964.4504 - logcount_predictions_loss: 0.8052 369/2019 [====>.........................] - ETA: 3:49 - loss: 986.0239 - logits_profile_predictions_loss: 964.4446 - logcount_predictions_loss: 0.8052 370/2019 [====>.........................] - ETA: 3:49 - loss: 986.0171 - logits_profile_predictions_loss: 964.4381 - logcount_predictions_loss: 0.8052 371/2019 [====>.........................] - ETA: 3:49 - loss: 986.0116 - logits_profile_predictions_loss: 964.4329 - logcount_predictions_loss: 0.8052 372/2019 [====>.........................] - ETA: 3:49 - loss: 986.0056 - 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[====>.........................] - ETA: 3:48 - loss: 985.9545 - logits_profile_predictions_loss: 964.3780 - logcount_predictions_loss: 0.8051 380/2019 [====>.........................] - ETA: 3:47 - loss: 985.9464 - logits_profile_predictions_loss: 964.3702 - logcount_predictions_loss: 0.8051 381/2019 [====>.........................] - ETA: 3:47 - loss: 985.9388 - logits_profile_predictions_loss: 964.3628 - logcount_predictions_loss: 0.8051 382/2019 [====>.........................] - ETA: 3:47 - loss: 985.9309 - logits_profile_predictions_loss: 964.3552 - logcount_predictions_loss: 0.8051 383/2019 [====>.........................] - ETA: 3:47 - loss: 985.9227 - logits_profile_predictions_loss: 964.3474 - logcount_predictions_loss: 0.8050 384/2019 [====>.........................] - ETA: 3:47 - loss: 985.9168 - logits_profile_predictions_loss: 964.3419 - logcount_predictions_loss: 0.8050 385/2019 [====>.........................] - ETA: 3:47 - loss: 985.9099 - 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[====>.........................] - ETA: 3:46 - loss: 985.8686 - logits_profile_predictions_loss: 964.2971 - logcount_predictions_loss: 0.8049 393/2019 [====>.........................] - ETA: 3:46 - loss: 985.8635 - logits_profile_predictions_loss: 964.2924 - logcount_predictions_loss: 0.8049 394/2019 [====>.........................] - ETA: 3:46 - loss: 985.8580 - logits_profile_predictions_loss: 964.2873 - logcount_predictions_loss: 0.8049 395/2019 [====>.........................] - ETA: 3:45 - loss: 985.8532 - logits_profile_predictions_loss: 964.2830 - logcount_predictions_loss: 0.8049 396/2019 [====>.........................] - ETA: 3:45 - loss: 985.8487 - logits_profile_predictions_loss: 964.2789 - logcount_predictions_loss: 0.8048 397/2019 [====>.........................] - ETA: 3:45 - loss: 985.8429 - logits_profile_predictions_loss: 964.2736 - logcount_predictions_loss: 0.8048 398/2019 [====>.........................] - ETA: 3:45 - loss: 985.8363 - 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[=====>........................] - ETA: 3:44 - loss: 985.7836 - logits_profile_predictions_loss: 964.2176 - logcount_predictions_loss: 0.8047 406/2019 [=====>........................] - ETA: 3:44 - loss: 985.7782 - logits_profile_predictions_loss: 964.2126 - logcount_predictions_loss: 0.8047 407/2019 [=====>........................] - ETA: 3:44 - loss: 985.7746 - logits_profile_predictions_loss: 964.2093 - logcount_predictions_loss: 0.8047 408/2019 [=====>........................] - ETA: 3:44 - loss: 985.7712 - logits_profile_predictions_loss: 964.2061 - logcount_predictions_loss: 0.8047 409/2019 [=====>........................] - ETA: 3:43 - loss: 985.7688 - logits_profile_predictions_loss: 964.2040 - logcount_predictions_loss: 0.8046 410/2019 [=====>........................] - ETA: 3:43 - loss: 985.7661 - logits_profile_predictions_loss: 964.2017 - logcount_predictions_loss: 0.8046 411/2019 [=====>........................] - ETA: 3:43 - loss: 985.7646 - 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[=====>........................] - ETA: 3:42 - loss: 985.7674 - logits_profile_predictions_loss: 964.2053 - logcount_predictions_loss: 0.8045 419/2019 [=====>........................] - ETA: 3:42 - loss: 985.7686 - logits_profile_predictions_loss: 964.2068 - logcount_predictions_loss: 0.8045 420/2019 [=====>........................] - ETA: 3:42 - loss: 985.7703 - logits_profile_predictions_loss: 964.2089 - logcount_predictions_loss: 0.8045 421/2019 [=====>........................] - ETA: 3:42 - loss: 985.7712 - logits_profile_predictions_loss: 964.2101 - logcount_predictions_loss: 0.8045 422/2019 [=====>........................] - ETA: 3:42 - loss: 985.7718 - logits_profile_predictions_loss: 964.2109 - logcount_predictions_loss: 0.8045 423/2019 [=====>........................] - ETA: 3:41 - loss: 985.7715 - logits_profile_predictions_loss: 964.2109 - logcount_predictions_loss: 0.8045 424/2019 [=====>........................] - ETA: 3:41 - loss: 985.7710 - 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[=====>........................] - ETA: 3:40 - loss: 985.7701 - logits_profile_predictions_loss: 964.2119 - logcount_predictions_loss: 0.8044 432/2019 [=====>........................] - ETA: 3:40 - loss: 985.7683 - logits_profile_predictions_loss: 964.2104 - logcount_predictions_loss: 0.8044 433/2019 [=====>........................] - ETA: 3:40 - loss: 985.7658 - logits_profile_predictions_loss: 964.2082 - logcount_predictions_loss: 0.8044 434/2019 [=====>........................] - ETA: 3:40 - loss: 985.7640 - logits_profile_predictions_loss: 964.2067 - logcount_predictions_loss: 0.8044 435/2019 [=====>........................] - ETA: 3:40 - loss: 985.7616 - logits_profile_predictions_loss: 964.2046 - logcount_predictions_loss: 0.8044 436/2019 [=====>........................] - ETA: 3:40 - loss: 985.7591 - logits_profile_predictions_loss: 964.2024 - logcount_predictions_loss: 0.8043 437/2019 [=====>........................] - ETA: 3:40 - loss: 985.7566 - 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[=====>........................] - ETA: 3:39 - loss: 985.7524 - logits_profile_predictions_loss: 964.1979 - logcount_predictions_loss: 0.8043 445/2019 [=====>........................] - ETA: 3:38 - loss: 985.7532 - logits_profile_predictions_loss: 964.1990 - logcount_predictions_loss: 0.8043 446/2019 [=====>........................] - ETA: 3:38 - loss: 985.7540 - logits_profile_predictions_loss: 964.2001 - logcount_predictions_loss: 0.8042 447/2019 [=====>........................] - ETA: 3:38 - loss: 985.7547 - logits_profile_predictions_loss: 964.2010 - logcount_predictions_loss: 0.8042 448/2019 [=====>........................] - ETA: 3:38 - loss: 985.7553 - logits_profile_predictions_loss: 964.2018 - logcount_predictions_loss: 0.8042 449/2019 [=====>........................] - ETA: 3:38 - loss: 985.7571 - logits_profile_predictions_loss: 964.2038 - logcount_predictions_loss: 0.8042 450/2019 [=====>........................] - ETA: 3:38 - loss: 985.7589 - 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[============================>.] - ETA: 4s - loss: 984.8227 - logits_profile_predictions_loss: 963.7208 - logcount_predictions_loss: 0.7874 1986/2019 [============================>.] - ETA: 4s - loss: 984.8228 - logits_profile_predictions_loss: 963.7210 - logcount_predictions_loss: 0.7874 1987/2019 [============================>.] - ETA: 4s - loss: 984.8228 - logits_profile_predictions_loss: 963.7212 - logcount_predictions_loss: 0.7874 1988/2019 [============================>.] - ETA: 4s - loss: 984.8228 - logits_profile_predictions_loss: 963.7213 - logcount_predictions_loss: 0.7874 1989/2019 [============================>.] - ETA: 4s - loss: 984.8228 - logits_profile_predictions_loss: 963.7214 - logcount_predictions_loss: 0.7874 1990/2019 [============================>.] - ETA: 4s - loss: 984.8228 - logits_profile_predictions_loss: 963.7216 - logcount_predictions_loss: 0.7874 1991/2019 [============================>.] - ETA: 3s - loss: 984.8227 - logits_profile_predictions_loss: 963.7216 - logcount_predictions_loss: 0.7874 1992/2019 [============================>.] - ETA: 3s - loss: 984.8226 - logits_profile_predictions_loss: 963.7217 - logcount_predictions_loss: 0.7874 1993/2019 [============================>.] - ETA: 3s - loss: 984.8226 - logits_profile_predictions_loss: 963.7218 - logcount_predictions_loss: 0.7873 1994/2019 [============================>.] - ETA: 3s - loss: 984.8225 - logits_profile_predictions_loss: 963.7219 - logcount_predictions_loss: 0.7873 1995/2019 [============================>.] - ETA: 3s - loss: 984.8224 - logits_profile_predictions_loss: 963.7219 - logcount_predictions_loss: 0.7873 1996/2019 [============================>.] - ETA: 3s - loss: 984.8223 - logits_profile_predictions_loss: 963.7219 - logcount_predictions_loss: 0.7873 1997/2019 [============================>.] - ETA: 3s - loss: 984.8222 - logits_profile_predictions_loss: 963.7220 - logcount_predictions_loss: 0.7873 1998/2019 [============================>.] - ETA: 2s - loss: 984.8222 - logits_profile_predictions_loss: 963.7221 - logcount_predictions_loss: 0.7873 1999/2019 [============================>.] - ETA: 2s - loss: 984.8222 - logits_profile_predictions_loss: 963.7223 - logcount_predictions_loss: 0.7873 2000/2019 [============================>.] - ETA: 2s - loss: 984.8221 - logits_profile_predictions_loss: 963.7224 - logcount_predictions_loss: 0.7873 2001/2019 [============================>.] - ETA: 2s - loss: 984.8221 - logits_profile_predictions_loss: 963.7225 - logcount_predictions_loss: 0.7873 2002/2019 [============================>.] - ETA: 2s - loss: 984.8222 - logits_profile_predictions_loss: 963.7227 - logcount_predictions_loss: 0.7873 2003/2019 [============================>.] - ETA: 2s - loss: 984.8222 - logits_profile_predictions_loss: 963.7229 - logcount_predictions_loss: 0.7873 2004/2019 [============================>.] - ETA: 2s - loss: 984.8223 - logits_profile_predictions_loss: 963.7231 - logcount_predictions_loss: 0.7873 2005/2019 [============================>.] - ETA: 1s - loss: 984.8224 - logits_profile_predictions_loss: 963.7234 - logcount_predictions_loss: 0.7873 2006/2019 [============================>.] - ETA: 1s - loss: 984.8225 - logits_profile_predictions_loss: 963.7236 - logcount_predictions_loss: 0.7873 2007/2019 [============================>.] - ETA: 1s - loss: 984.8227 - logits_profile_predictions_loss: 963.7240 - logcount_predictions_loss: 0.7873 2008/2019 [============================>.] - ETA: 1s - loss: 984.8228 - logits_profile_predictions_loss: 963.7242 - logcount_predictions_loss: 0.7873 2009/2019 [============================>.] - ETA: 1s - loss: 984.8230 - logits_profile_predictions_loss: 963.7245 - logcount_predictions_loss: 0.7873 2010/2019 [============================>.] - ETA: 1s - loss: 984.8231 - logits_profile_predictions_loss: 963.7249 - logcount_predictions_loss: 0.7873 2011/2019 [============================>.] - ETA: 1s - loss: 984.8233 - logits_profile_predictions_loss: 963.7252 - logcount_predictions_loss: 0.7872 2012/2019 [============================>.] - ETA: 0s - loss: 984.8234 - logits_profile_predictions_loss: 963.7254 - logcount_predictions_loss: 0.7872 2013/2019 [============================>.] - ETA: 0s - loss: 984.8235 - logits_profile_predictions_loss: 963.7257 - logcount_predictions_loss: 0.7872 2014/2019 [============================>.] - ETA: 0s - loss: 984.8236 - logits_profile_predictions_loss: 963.7259 - logcount_predictions_loss: 0.7872 2015/2019 [============================>.] - ETA: 0s - loss: 984.8238 - logits_profile_predictions_loss: 963.7262 - logcount_predictions_loss: 0.7872 2016/2019 [============================>.] - ETA: 0s - loss: 984.8239 - logits_profile_predictions_loss: 963.7265 - logcount_predictions_loss: 0.7872 2017/2019 [============================>.] - ETA: 0s - loss: 984.8240 - logits_profile_predictions_loss: 963.7268 - logcount_predictions_loss: 0.7872 2018/2019 [============================>.] - ETA: 0s - loss: 984.8241 - logits_profile_predictions_loss: 963.7270 - logcount_predictions_loss: 0.7872 2019/2019 [==============================] - ETA: 0s - loss: 984.8242 - logits_profile_predictions_loss: 963.7273 - logcount_predictions_loss: 0.7872 2019/2019 [==============================] - 301s 149ms/step - loss: 984.8243 - logits_profile_predictions_loss: 963.7275 - logcount_predictions_loss: 0.7872 - val_loss: 1143.0801 - val_logits_profile_predictions_loss: 1122.8051 - val_logcount_predictions_loss: 0.7566 Epoch 00010: val_loss improved from 1143.64355 to 1143.08008, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 11/50 1/2019 [..............................] - ETA: 5:10 - loss: 901.0203 - logits_profile_predictions_loss: 879.4792 - logcount_predictions_loss: 0.8038 2/2019 [..............................] - ETA: 4:40 - loss: 881.0312 - logits_profile_predictions_loss: 860.3421 - logcount_predictions_loss: 0.7720 3/2019 [..............................] - ETA: 4:40 - loss: 897.3649 - logits_profile_predictions_loss: 877.3585 - logcount_predictions_loss: 0.7465 4/2019 [..............................] - ETA: 4:40 - loss: 918.2871 - logits_profile_predictions_loss: 898.5862 - logcount_predictions_loss: 0.7351 5/2019 [..............................] - ETA: 4:40 - loss: 931.5976 - logits_profile_predictions_loss: 911.9639 - logcount_predictions_loss: 0.7326 6/2019 [..............................] - ETA: 4:40 - loss: 947.4563 - logits_profile_predictions_loss: 927.8927 - logcount_predictions_loss: 0.7300 7/2019 [..............................] - ETA: 4:40 - loss: 957.6910 - logits_profile_predictions_loss: 938.1634 - logcount_predictions_loss: 0.7286 8/2019 [..............................] - ETA: 4:39 - loss: 967.5419 - logits_profile_predictions_loss: 947.9719 - logcount_predictions_loss: 0.7302 9/2019 [..............................] - ETA: 4:39 - loss: 974.6710 - logits_profile_predictions_loss: 955.0552 - logcount_predictions_loss: 0.7319 10/2019 [..............................] - ETA: 4:39 - loss: 980.3186 - logits_profile_predictions_loss: 960.7172 - logcount_predictions_loss: 0.7314 11/2019 [..............................] - ETA: 4:39 - loss: 983.8597 - logits_profile_predictions_loss: 964.2887 - logcount_predictions_loss: 0.7303 12/2019 [..............................] - ETA: 4:39 - loss: 987.0373 - logits_profile_predictions_loss: 967.4712 - logcount_predictions_loss: 0.7301 13/2019 [..............................] - ETA: 4:38 - loss: 990.3807 - logits_profile_predictions_loss: 970.8120 - logcount_predictions_loss: 0.7302 14/2019 [..............................] - ETA: 4:38 - loss: 992.7895 - logits_profile_predictions_loss: 973.2144 - logcount_predictions_loss: 0.7304 15/2019 [..............................] - ETA: 4:38 - loss: 996.3168 - logits_profile_predictions_loss: 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4:37 - loss: 1009.0676 - logits_profile_predictions_loss: 989.4684 - logcount_predictions_loss: 0.7313 23/2019 [..............................] - ETA: 4:37 - loss: 1009.4083 - logits_profile_predictions_loss: 989.8212 - logcount_predictions_loss: 0.7309 24/2019 [..............................] - ETA: 4:37 - loss: 1009.7243 - logits_profile_predictions_loss: 990.1254 - logcount_predictions_loss: 0.7313 25/2019 [..............................] - ETA: 4:37 - loss: 1010.2483 - logits_profile_predictions_loss: 990.6446 - logcount_predictions_loss: 0.7315 26/2019 [..............................] - ETA: 4:37 - loss: 1010.7365 - logits_profile_predictions_loss: 991.1253 - logcount_predictions_loss: 0.7318 27/2019 [..............................] - ETA: 4:37 - loss: 1011.1253 - logits_profile_predictions_loss: 991.5178 - logcount_predictions_loss: 0.7316 28/2019 [..............................] - ETA: 4:36 - loss: 1011.2886 - logits_profile_predictions_loss: 991.6803 - 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42/2019 [..............................] - ETA: 4:35 - loss: 1012.0666 - logits_profile_predictions_loss: 992.3733 - logcount_predictions_loss: 0.7348 43/2019 [..............................] - ETA: 4:35 - loss: 1012.0410 - logits_profile_predictions_loss: 992.3364 - logcount_predictions_loss: 0.7352 44/2019 [..............................] - ETA: 4:34 - loss: 1011.9803 - logits_profile_predictions_loss: 992.2686 - logcount_predictions_loss: 0.7355 45/2019 [..............................] - ETA: 4:34 - loss: 1011.8245 - logits_profile_predictions_loss: 992.1084 - logcount_predictions_loss: 0.7357 46/2019 [..............................] - ETA: 4:34 - loss: 1011.6582 - logits_profile_predictions_loss: 991.9417 - logcount_predictions_loss: 0.7357 47/2019 [..............................] - ETA: 4:34 - loss: 1011.5242 - logits_profile_predictions_loss: 991.8048 - logcount_predictions_loss: 0.7358 48/2019 [..............................] - ETA: 4:34 - loss: 1011.3876 - 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[..............................] - ETA: 4:33 - loss: 1009.4788 - logits_profile_predictions_loss: 989.7305 - logcount_predictions_loss: 0.7369 56/2019 [..............................] - ETA: 4:33 - loss: 1009.2243 - logits_profile_predictions_loss: 989.4747 - logcount_predictions_loss: 0.7369 57/2019 [..............................] - ETA: 4:33 - loss: 1008.9679 - logits_profile_predictions_loss: 989.2167 - logcount_predictions_loss: 0.7370 58/2019 [..............................] - ETA: 4:33 - loss: 1008.7274 - logits_profile_predictions_loss: 988.9748 - logcount_predictions_loss: 0.7370 59/2019 [..............................] - ETA: 4:33 - loss: 1008.5296 - logits_profile_predictions_loss: 988.7747 - logcount_predictions_loss: 0.7371 60/2019 [..............................] - ETA: 4:32 - loss: 1008.3412 - logits_profile_predictions_loss: 988.5848 - logcount_predictions_loss: 0.7372 61/2019 [..............................] - ETA: 4:32 - loss: 1008.1207 - 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[>.............................] - ETA: 4:31 - loss: 1006.6674 - logits_profile_predictions_loss: 986.8828 - logcount_predictions_loss: 0.7382 69/2019 [>.............................] - ETA: 4:31 - loss: 1006.5102 - logits_profile_predictions_loss: 986.7217 - logcount_predictions_loss: 0.7384 70/2019 [>.............................] - ETA: 4:31 - loss: 1006.3372 - logits_profile_predictions_loss: 986.5450 - logcount_predictions_loss: 0.7385 71/2019 [>.............................] - ETA: 4:31 - loss: 1006.2145 - logits_profile_predictions_loss: 986.4181 - logcount_predictions_loss: 0.7387 72/2019 [>.............................] - ETA: 4:31 - loss: 1006.1324 - logits_profile_predictions_loss: 986.3314 - logcount_predictions_loss: 0.7388 73/2019 [>.............................] - ETA: 4:31 - loss: 1006.0451 - logits_profile_predictions_loss: 986.2395 - logcount_predictions_loss: 0.7390 74/2019 [>.............................] - ETA: 4:31 - loss: 1005.9401 - 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[>.............................] - ETA: 4:30 - loss: 1005.2814 - logits_profile_predictions_loss: 985.4357 - logcount_predictions_loss: 0.7405 82/2019 [>.............................] - ETA: 4:30 - loss: 1005.1437 - logits_profile_predictions_loss: 985.2934 - logcount_predictions_loss: 0.7407 83/2019 [>.............................] - ETA: 4:29 - loss: 1005.0215 - logits_profile_predictions_loss: 985.1663 - logcount_predictions_loss: 0.7409 84/2019 [>.............................] - ETA: 4:29 - loss: 1004.8972 - logits_profile_predictions_loss: 985.0371 - logcount_predictions_loss: 0.7410 85/2019 [>.............................] - ETA: 4:29 - loss: 1004.8121 - logits_profile_predictions_loss: 984.9465 - logcount_predictions_loss: 0.7413 86/2019 [>.............................] - ETA: 4:29 - loss: 1004.7050 - logits_profile_predictions_loss: 984.8347 - logcount_predictions_loss: 0.7414 87/2019 [>.............................] - ETA: 4:29 - loss: 1004.6364 - 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logits_profile_predictions_loss: 980.2435 - logcount_predictions_loss: 0.7508 270/2019 [===>..........................] - ETA: 4:04 - loss: 1000.3218 - logits_profile_predictions_loss: 980.1993 - logcount_predictions_loss: 0.7508 271/2019 [===>..........................] - ETA: 4:04 - loss: 1000.2779 - logits_profile_predictions_loss: 980.1544 - logcount_predictions_loss: 0.7509 272/2019 [===>..........................] - ETA: 4:04 - loss: 1000.2331 - logits_profile_predictions_loss: 980.1084 - logcount_predictions_loss: 0.7509 273/2019 [===>..........................] - ETA: 4:03 - loss: 1000.1899 - logits_profile_predictions_loss: 980.0641 - logcount_predictions_loss: 0.7510 274/2019 [===>..........................] - ETA: 4:03 - loss: 1000.1483 - logits_profile_predictions_loss: 980.0214 - logcount_predictions_loss: 0.7510 275/2019 [===>..........................] - ETA: 4:03 - loss: 1000.1055 - logits_profile_predictions_loss: 979.9776 - logcount_predictions_loss: 0.7510 276/2019 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logits_profile_predictions_loss: 979.6706 - logcount_predictions_loss: 0.7513 283/2019 [===>..........................] - ETA: 4:02 - loss: 999.7601 - logits_profile_predictions_loss: 979.6249 - logcount_predictions_loss: 0.7513 284/2019 [===>..........................] - ETA: 4:02 - loss: 999.7166 - logits_profile_predictions_loss: 979.5805 - logcount_predictions_loss: 0.7513 285/2019 [===>..........................] - ETA: 4:02 - loss: 999.6730 - logits_profile_predictions_loss: 979.5362 - logcount_predictions_loss: 0.7514 286/2019 [===>..........................] - ETA: 4:01 - loss: 999.6308 - logits_profile_predictions_loss: 979.4933 - logcount_predictions_loss: 0.7514 287/2019 [===>..........................] - ETA: 4:01 - loss: 999.5886 - logits_profile_predictions_loss: 979.4504 - logcount_predictions_loss: 0.7514 288/2019 [===>..........................] - ETA: 4:01 - loss: 999.5466 - logits_profile_predictions_loss: 979.4075 - logcount_predictions_loss: 0.7515 289/2019 [===>..........................] - ETA: 4:01 - loss: 999.5020 - logits_profile_predictions_loss: 979.3621 - logcount_predictions_loss: 0.7515 290/2019 [===>..........................] - ETA: 4:01 - loss: 999.4580 - logits_profile_predictions_loss: 979.3172 - logcount_predictions_loss: 0.7515 291/2019 [===>..........................] - ETA: 4:01 - loss: 999.4133 - logits_profile_predictions_loss: 979.2717 - logcount_predictions_loss: 0.7516 292/2019 [===>..........................] - ETA: 4:01 - loss: 999.3678 - logits_profile_predictions_loss: 979.2254 - logcount_predictions_loss: 0.7516 293/2019 [===>..........................] - ETA: 4:00 - loss: 999.3214 - logits_profile_predictions_loss: 979.1782 - logcount_predictions_loss: 0.7516 294/2019 [===>..........................] - ETA: 4:00 - loss: 999.2761 - logits_profile_predictions_loss: 979.1321 - logcount_predictions_loss: 0.7516 295/2019 [===>..........................] - ETA: 4:00 - loss: 999.2313 - logits_profile_predictions_loss: 979.0866 - logcount_predictions_loss: 0.7517 296/2019 [===>..........................] - ETA: 4:00 - loss: 999.1860 - logits_profile_predictions_loss: 979.0406 - logcount_predictions_loss: 0.7517 297/2019 [===>..........................] - ETA: 4:00 - loss: 999.1413 - logits_profile_predictions_loss: 978.9950 - logcount_predictions_loss: 0.7517 298/2019 [===>..........................] - ETA: 4:00 - loss: 999.0956 - logits_profile_predictions_loss: 978.9484 - logcount_predictions_loss: 0.7518 299/2019 [===>..........................] - ETA: 4:00 - loss: 999.0494 - logits_profile_predictions_loss: 978.9013 - logcount_predictions_loss: 0.7518 300/2019 [===>..........................] - ETA: 4:00 - loss: 999.0046 - logits_profile_predictions_loss: 978.8557 - logcount_predictions_loss: 0.7518 301/2019 [===>..........................] - ETA: 3:59 - loss: 998.9600 - logits_profile_predictions_loss: 978.8102 - logcount_predictions_loss: 0.7519 302/2019 [===>..........................] - ETA: 3:59 - loss: 998.9145 - logits_profile_predictions_loss: 978.7640 - logcount_predictions_loss: 0.7519 303/2019 [===>..........................] - ETA: 3:59 - loss: 998.8677 - logits_profile_predictions_loss: 978.7165 - logcount_predictions_loss: 0.7519 304/2019 [===>..........................] - ETA: 3:59 - loss: 998.8225 - logits_profile_predictions_loss: 978.6705 - logcount_predictions_loss: 0.7519 305/2019 [===>..........................] - ETA: 3:59 - loss: 998.7761 - logits_profile_predictions_loss: 978.6235 - logcount_predictions_loss: 0.7520 306/2019 [===>..........................] - ETA: 3:59 - loss: 998.7304 - logits_profile_predictions_loss: 978.5772 - logcount_predictions_loss: 0.7520 307/2019 [===>..........................] - ETA: 3:59 - loss: 998.6857 - logits_profile_predictions_loss: 978.5320 - logcount_predictions_loss: 0.7520 308/2019 [===>..........................] - ETA: 3:58 - loss: 998.6420 - logits_profile_predictions_loss: 978.4878 - logcount_predictions_loss: 0.7520 309/2019 [===>..........................] - ETA: 3:58 - loss: 998.6000 - logits_profile_predictions_loss: 978.4451 - logcount_predictions_loss: 0.7520 310/2019 [===>..........................] - ETA: 3:58 - loss: 998.5578 - logits_profile_predictions_loss: 978.4023 - logcount_predictions_loss: 0.7521 311/2019 [===>..........................] - ETA: 3:58 - loss: 998.5128 - logits_profile_predictions_loss: 978.3567 - logcount_predictions_loss: 0.7521 312/2019 [===>..........................] - ETA: 3:58 - loss: 998.4674 - logits_profile_predictions_loss: 978.3106 - logcount_predictions_loss: 0.7521 313/2019 [===>..........................] - ETA: 3:58 - loss: 998.4241 - logits_profile_predictions_loss: 978.2667 - logcount_predictions_loss: 0.7521 314/2019 [===>..........................] - ETA: 3:58 - loss: 998.3801 - logits_profile_predictions_loss: 978.2221 - logcount_predictions_loss: 0.7522 315/2019 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logits_profile_predictions_loss: 977.8980 - logcount_predictions_loss: 0.7523 322/2019 [===>..........................] - ETA: 3:56 - loss: 998.0136 - logits_profile_predictions_loss: 977.8522 - logcount_predictions_loss: 0.7523 323/2019 [===>..........................] - ETA: 3:56 - loss: 997.9696 - logits_profile_predictions_loss: 977.8080 - logcount_predictions_loss: 0.7523 324/2019 [===>..........................] - ETA: 3:56 - loss: 997.9248 - logits_profile_predictions_loss: 977.7629 - logcount_predictions_loss: 0.7523 325/2019 [===>..........................] - ETA: 3:56 - loss: 997.8787 - logits_profile_predictions_loss: 977.7165 - logcount_predictions_loss: 0.7523 326/2019 [===>..........................] - ETA: 3:56 - loss: 997.8339 - logits_profile_predictions_loss: 977.6714 - logcount_predictions_loss: 0.7523 327/2019 [===>..........................] - ETA: 3:56 - loss: 997.7891 - logits_profile_predictions_loss: 977.6263 - logcount_predictions_loss: 0.7523 328/2019 [===>..........................] - ETA: 3:56 - loss: 997.7443 - logits_profile_predictions_loss: 977.5812 - logcount_predictions_loss: 0.7524 329/2019 [===>..........................] - ETA: 3:55 - loss: 997.7002 - logits_profile_predictions_loss: 977.5368 - logcount_predictions_loss: 0.7524 330/2019 [===>..........................] - ETA: 3:55 - loss: 997.6567 - logits_profile_predictions_loss: 977.4930 - logcount_predictions_loss: 0.7524 331/2019 [===>..........................] - ETA: 3:55 - loss: 997.6123 - logits_profile_predictions_loss: 977.4483 - logcount_predictions_loss: 0.7524 332/2019 [===>..........................] - ETA: 3:55 - loss: 997.5669 - logits_profile_predictions_loss: 977.4026 - logcount_predictions_loss: 0.7524 333/2019 [===>..........................] - ETA: 3:55 - loss: 997.5210 - logits_profile_predictions_loss: 977.3563 - logcount_predictions_loss: 0.7524 334/2019 [===>..........................] - ETA: 3:55 - loss: 997.4760 - logits_profile_predictions_loss: 977.3111 - logcount_predictions_loss: 0.7524 335/2019 [===>..........................] - ETA: 3:55 - loss: 997.4324 - logits_profile_predictions_loss: 977.2673 - logcount_predictions_loss: 0.7524 336/2019 [===>..........................] - ETA: 3:54 - loss: 997.3906 - logits_profile_predictions_loss: 977.2251 - logcount_predictions_loss: 0.7524 337/2019 [====>.........................] - ETA: 3:54 - loss: 997.3507 - logits_profile_predictions_loss: 977.1849 - logcount_predictions_loss: 0.7525 338/2019 [====>.........................] - ETA: 3:54 - loss: 997.3120 - logits_profile_predictions_loss: 977.1457 - logcount_predictions_loss: 0.7525 339/2019 [====>.........................] - ETA: 3:54 - loss: 997.2733 - logits_profile_predictions_loss: 977.1065 - logcount_predictions_loss: 0.7525 340/2019 [====>.........................] - ETA: 3:54 - loss: 997.2320 - logits_profile_predictions_loss: 977.0648 - logcount_predictions_loss: 0.7525 341/2019 [====>.........................] - ETA: 3:54 - loss: 997.1898 - logits_profile_predictions_loss: 977.0221 - logcount_predictions_loss: 0.7525 342/2019 [====>.........................] - ETA: 3:54 - loss: 997.1478 - logits_profile_predictions_loss: 976.9798 - logcount_predictions_loss: 0.7525 343/2019 [====>.........................] - ETA: 3:53 - loss: 997.1049 - logits_profile_predictions_loss: 976.9364 - logcount_predictions_loss: 0.7526 344/2019 [====>.........................] - ETA: 3:53 - loss: 997.0623 - logits_profile_predictions_loss: 976.8935 - logcount_predictions_loss: 0.7526 345/2019 [====>.........................] - ETA: 3:53 - loss: 997.0207 - logits_profile_predictions_loss: 976.8514 - logcount_predictions_loss: 0.7526 346/2019 [====>.........................] - ETA: 3:53 - loss: 996.9777 - logits_profile_predictions_loss: 976.8079 - logcount_predictions_loss: 0.7526 347/2019 [====>.........................] - ETA: 3:53 - loss: 996.9333 - 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[====>.........................] - ETA: 3:52 - loss: 996.6377 - logits_profile_predictions_loss: 976.4638 - logcount_predictions_loss: 0.7528 355/2019 [====>.........................] - ETA: 3:52 - loss: 996.5965 - logits_profile_predictions_loss: 976.4221 - logcount_predictions_loss: 0.7528 356/2019 [====>.........................] - ETA: 3:52 - loss: 996.5559 - logits_profile_predictions_loss: 976.3808 - logcount_predictions_loss: 0.7528 357/2019 [====>.........................] - ETA: 3:51 - loss: 996.5168 - logits_profile_predictions_loss: 976.3412 - logcount_predictions_loss: 0.7528 358/2019 [====>.........................] - ETA: 3:51 - loss: 996.4783 - logits_profile_predictions_loss: 976.3022 - logcount_predictions_loss: 0.7528 359/2019 [====>.........................] - ETA: 3:51 - loss: 996.4396 - logits_profile_predictions_loss: 976.2629 - logcount_predictions_loss: 0.7529 360/2019 [====>.........................] - ETA: 3:51 - loss: 996.4015 - logits_profile_predictions_loss: 976.2242 - logcount_predictions_loss: 0.7529 361/2019 [====>.........................] - ETA: 3:51 - loss: 996.3632 - logits_profile_predictions_loss: 976.1853 - logcount_predictions_loss: 0.7529 362/2019 [====>.........................] - ETA: 3:51 - loss: 996.3254 - logits_profile_predictions_loss: 976.1471 - logcount_predictions_loss: 0.7529 363/2019 [====>.........................] - ETA: 3:51 - loss: 996.2864 - logits_profile_predictions_loss: 976.1075 - logcount_predictions_loss: 0.7529 364/2019 [====>.........................] - ETA: 3:50 - loss: 996.2491 - logits_profile_predictions_loss: 976.0697 - logcount_predictions_loss: 0.7530 365/2019 [====>.........................] - ETA: 3:50 - loss: 996.2133 - logits_profile_predictions_loss: 976.0333 - logcount_predictions_loss: 0.7530 366/2019 [====>.........................] - ETA: 3:50 - loss: 996.1784 - logits_profile_predictions_loss: 975.9979 - logcount_predictions_loss: 0.7530 367/2019 [====>.........................] - ETA: 3:50 - loss: 996.1433 - logits_profile_predictions_loss: 975.9623 - logcount_predictions_loss: 0.7530 368/2019 [====>.........................] - ETA: 3:50 - loss: 996.1099 - logits_profile_predictions_loss: 975.9283 - logcount_predictions_loss: 0.7530 369/2019 [====>.........................] - ETA: 3:50 - loss: 996.0772 - logits_profile_predictions_loss: 975.8952 - logcount_predictions_loss: 0.7531 370/2019 [====>.........................] - ETA: 3:50 - loss: 996.0465 - logits_profile_predictions_loss: 975.8639 - logcount_predictions_loss: 0.7531 371/2019 [====>.........................] - ETA: 3:49 - loss: 996.0171 - logits_profile_predictions_loss: 975.8339 - logcount_predictions_loss: 0.7531 372/2019 [====>.........................] - ETA: 3:49 - loss: 995.9865 - logits_profile_predictions_loss: 975.8028 - logcount_predictions_loss: 0.7531 373/2019 [====>.........................] - ETA: 3:49 - loss: 995.9579 - 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[====>.........................] - ETA: 3:48 - loss: 995.7557 - logits_profile_predictions_loss: 975.5678 - logcount_predictions_loss: 0.7533 381/2019 [====>.........................] - ETA: 3:48 - loss: 995.7249 - logits_profile_predictions_loss: 975.5365 - logcount_predictions_loss: 0.7533 382/2019 [====>.........................] - ETA: 3:48 - loss: 995.6934 - logits_profile_predictions_loss: 975.5045 - logcount_predictions_loss: 0.7533 383/2019 [====>.........................] - ETA: 3:48 - loss: 995.6629 - logits_profile_predictions_loss: 975.4735 - logcount_predictions_loss: 0.7533 384/2019 [====>.........................] - ETA: 3:48 - loss: 995.6322 - logits_profile_predictions_loss: 975.4423 - logcount_predictions_loss: 0.7534 385/2019 [====>.........................] - ETA: 3:47 - loss: 995.6026 - logits_profile_predictions_loss: 975.4123 - logcount_predictions_loss: 0.7534 386/2019 [====>.........................] - ETA: 3:47 - loss: 995.5725 - 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[====>.........................] - ETA: 3:46 - loss: 995.3798 - logits_profile_predictions_loss: 975.1858 - logcount_predictions_loss: 0.7535 394/2019 [====>.........................] - ETA: 3:46 - loss: 995.3538 - logits_profile_predictions_loss: 975.1594 - logcount_predictions_loss: 0.7535 395/2019 [====>.........................] - ETA: 3:46 - loss: 995.3290 - logits_profile_predictions_loss: 975.1342 - logcount_predictions_loss: 0.7535 396/2019 [====>.........................] - ETA: 3:46 - loss: 995.3038 - logits_profile_predictions_loss: 975.1086 - logcount_predictions_loss: 0.7536 397/2019 [====>.........................] - ETA: 3:46 - loss: 995.2795 - logits_profile_predictions_loss: 975.0838 - logcount_predictions_loss: 0.7536 398/2019 [====>.........................] - ETA: 3:46 - loss: 995.2550 - logits_profile_predictions_loss: 975.0589 - logcount_predictions_loss: 0.7536 399/2019 [====>.........................] - ETA: 3:45 - loss: 995.2319 - 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[=====>........................] - ETA: 3:44 - loss: 995.0687 - logits_profile_predictions_loss: 974.8696 - logcount_predictions_loss: 0.7537 407/2019 [=====>........................] - ETA: 3:44 - loss: 995.0445 - logits_profile_predictions_loss: 974.8450 - logcount_predictions_loss: 0.7537 408/2019 [=====>........................] - ETA: 3:44 - loss: 995.0201 - logits_profile_predictions_loss: 974.8203 - logcount_predictions_loss: 0.7537 409/2019 [=====>........................] - ETA: 3:44 - loss: 994.9972 - logits_profile_predictions_loss: 974.7970 - logcount_predictions_loss: 0.7537 410/2019 [=====>........................] - ETA: 3:44 - loss: 994.9739 - logits_profile_predictions_loss: 974.7733 - logcount_predictions_loss: 0.7538 411/2019 [=====>........................] - ETA: 3:44 - loss: 994.9499 - logits_profile_predictions_loss: 974.7488 - logcount_predictions_loss: 0.7538 412/2019 [=====>........................] - ETA: 3:44 - loss: 994.9278 - 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[=====>........................] - ETA: 3:43 - loss: 994.7734 - logits_profile_predictions_loss: 974.5686 - logcount_predictions_loss: 0.7539 420/2019 [=====>........................] - ETA: 3:43 - loss: 994.7501 - logits_profile_predictions_loss: 974.5448 - logcount_predictions_loss: 0.7539 421/2019 [=====>........................] - ETA: 3:42 - loss: 994.7266 - logits_profile_predictions_loss: 974.5206 - logcount_predictions_loss: 0.7540 422/2019 [=====>........................] - ETA: 3:42 - loss: 994.7025 - logits_profile_predictions_loss: 974.4960 - logcount_predictions_loss: 0.7540 423/2019 [=====>........................] - ETA: 3:42 - loss: 994.6799 - logits_profile_predictions_loss: 974.4727 - logcount_predictions_loss: 0.7540 424/2019 [=====>........................] - ETA: 3:42 - loss: 994.6574 - logits_profile_predictions_loss: 974.4497 - logcount_predictions_loss: 0.7540 425/2019 [=====>........................] - ETA: 3:42 - loss: 994.6339 - 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[=====>........................] - ETA: 3:41 - loss: 994.4843 - logits_profile_predictions_loss: 974.2720 - logcount_predictions_loss: 0.7542 433/2019 [=====>........................] - ETA: 3:41 - loss: 994.4631 - logits_profile_predictions_loss: 974.2503 - logcount_predictions_loss: 0.7542 434/2019 [=====>........................] - ETA: 3:41 - loss: 994.4417 - logits_profile_predictions_loss: 974.2284 - logcount_predictions_loss: 0.7542 435/2019 [=====>........................] - ETA: 3:40 - loss: 994.4200 - logits_profile_predictions_loss: 974.2060 - logcount_predictions_loss: 0.7543 436/2019 [=====>........................] - ETA: 3:40 - loss: 994.3980 - logits_profile_predictions_loss: 974.1835 - logcount_predictions_loss: 0.7543 437/2019 [=====>........................] - ETA: 3:40 - loss: 994.3766 - logits_profile_predictions_loss: 974.1617 - logcount_predictions_loss: 0.7543 438/2019 [=====>........................] - ETA: 3:40 - loss: 994.3550 - 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[==============================] - ETA: 0s - loss: 980.6656 - logits_profile_predictions_loss: 960.2779 - logcount_predictions_loss: 0.7607 2019/2019 [==============================] - 301s 149ms/step - loss: 980.6646 - logits_profile_predictions_loss: 960.2768 - logcount_predictions_loss: 0.7607 - val_loss: 1164.5187 - val_logits_profile_predictions_loss: 1140.9528 - val_logcount_predictions_loss: 0.8793 Epoch 00011: val_loss did not improve from 1143.08008 Epoch 12/50 1/2019 [..............................] - ETA: 5:18 - loss: 1105.5469 - logits_profile_predictions_loss: 1086.3538 - logcount_predictions_loss: 0.7162 2/2019 [..............................] - ETA: 4:54 - loss: 1062.7109 - logits_profile_predictions_loss: 1044.9984 - logcount_predictions_loss: 0.6609 3/2019 [..............................] - ETA: 4:47 - loss: 1048.1572 - logits_profile_predictions_loss: 1030.4398 - logcount_predictions_loss: 0.6611 4/2019 [..............................] - ETA: 4:44 - loss: 1036.3722 - logits_profile_predictions_loss: 1018.0131 - logcount_predictions_loss: 0.6850 5/2019 [..............................] - ETA: 4:43 - loss: 1030.5552 - logits_profile_predictions_loss: 1011.8987 - logcount_predictions_loss: 0.6961 6/2019 [..............................] - ETA: 4:43 - loss: 1030.9056 - logits_profile_predictions_loss: 1011.9774 - logcount_predictions_loss: 0.7063 7/2019 [..............................] - ETA: 4:42 - loss: 1028.3269 - logits_profile_predictions_loss: 1009.2184 - logcount_predictions_loss: 0.7130 8/2019 [..............................] - ETA: 4:41 - loss: 1025.4502 - logits_profile_predictions_loss: 1006.2806 - logcount_predictions_loss: 0.7153 9/2019 [..............................] - ETA: 4:41 - loss: 1022.3934 - logits_profile_predictions_loss: 1003.2632 - logcount_predictions_loss: 0.7138 10/2019 [..............................] - ETA: 4:40 - loss: 1018.1793 - logits_profile_predictions_loss: 999.0224 - logcount_predictions_loss: 0.7148  11/2019 [..............................] - ETA: 4:40 - loss: 1013.6343 - logits_profile_predictions_loss: 994.4686 - logcount_predictions_loss: 0.7151 12/2019 [..............................] - ETA: 4:40 - loss: 1009.3714 - logits_profile_predictions_loss: 990.2181 - logcount_predictions_loss: 0.7147 13/2019 [..............................] - ETA: 4:40 - loss: 1003.8845 - logits_profile_predictions_loss: 984.7265 - logcount_predictions_loss: 0.7149 14/2019 [..............................] - ETA: 4:39 - loss: 999.2683 - logits_profile_predictions_loss: 980.0791 - logcount_predictions_loss: 0.7160  15/2019 [..............................] - ETA: 4:39 - loss: 994.9997 - logits_profile_predictions_loss: 975.7630 - logcount_predictions_loss: 0.7178 16/2019 [..............................] - ETA: 4:39 - loss: 991.0033 - logits_profile_predictions_loss: 971.6963 - logcount_predictions_loss: 0.7204 17/2019 [..............................] - ETA: 4:39 - loss: 987.2297 - logits_profile_predictions_loss: 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loss: 973.7378 - logits_profile_predictions_loss: 954.1942 - logcount_predictions_loss: 0.7292 25/2019 [..............................] - ETA: 4:37 - loss: 972.4577 - logits_profile_predictions_loss: 952.8989 - logcount_predictions_loss: 0.7298 26/2019 [..............................] - ETA: 4:37 - loss: 971.7257 - logits_profile_predictions_loss: 952.1465 - logcount_predictions_loss: 0.7306 27/2019 [..............................] - ETA: 4:37 - loss: 971.1087 - logits_profile_predictions_loss: 951.5118 - logcount_predictions_loss: 0.7312 28/2019 [..............................] - ETA: 4:37 - loss: 970.4327 - logits_profile_predictions_loss: 950.8149 - logcount_predictions_loss: 0.7320 29/2019 [..............................] - ETA: 4:37 - loss: 969.9377 - logits_profile_predictions_loss: 950.2990 - logcount_predictions_loss: 0.7328 30/2019 [..............................] - ETA: 4:37 - loss: 969.5865 - logits_profile_predictions_loss: 949.9292 - logcount_predictions_loss: 0.7335 31/2019 [..............................] - ETA: 4:36 - loss: 969.5205 - logits_profile_predictions_loss: 949.8516 - logcount_predictions_loss: 0.7339 32/2019 [..............................] - ETA: 4:36 - loss: 969.4292 - logits_profile_predictions_loss: 949.7294 - logcount_predictions_loss: 0.7351 33/2019 [..............................] - ETA: 4:36 - loss: 969.3242 - logits_profile_predictions_loss: 949.5971 - logcount_predictions_loss: 0.7361 34/2019 [..............................] - ETA: 4:36 - loss: 969.1956 - logits_profile_predictions_loss: 949.4465 - logcount_predictions_loss: 0.7369 35/2019 [..............................] - ETA: 4:36 - loss: 969.0466 - logits_profile_predictions_loss: 949.2735 - logcount_predictions_loss: 0.7378 36/2019 [..............................] - ETA: 4:36 - loss: 968.9204 - logits_profile_predictions_loss: 949.1267 - logcount_predictions_loss: 0.7386 37/2019 [..............................] - ETA: 4:35 - loss: 969.1214 - logits_profile_predictions_loss: 949.3047 - logcount_predictions_loss: 0.7394 38/2019 [..............................] - ETA: 4:35 - loss: 969.1789 - logits_profile_predictions_loss: 949.3423 - logcount_predictions_loss: 0.7402 39/2019 [..............................] - ETA: 4:35 - loss: 969.3208 - logits_profile_predictions_loss: 949.4625 - logcount_predictions_loss: 0.7410 40/2019 [..............................] - ETA: 4:35 - loss: 969.5300 - logits_profile_predictions_loss: 949.6503 - logcount_predictions_loss: 0.7418 41/2019 [..............................] - ETA: 4:35 - loss: 969.7596 - logits_profile_predictions_loss: 949.8590 - logcount_predictions_loss: 0.7426 42/2019 [..............................] - ETA: 4:35 - loss: 970.0260 - logits_profile_predictions_loss: 950.1105 - logcount_predictions_loss: 0.7431 43/2019 [..............................] - ETA: 4:34 - loss: 970.3340 - logits_profile_predictions_loss: 950.4066 - logcount_predictions_loss: 0.7436 44/2019 [..............................] - ETA: 4:34 - loss: 970.6594 - logits_profile_predictions_loss: 950.7159 - logcount_predictions_loss: 0.7442 45/2019 [..............................] - ETA: 4:34 - loss: 970.8614 - logits_profile_predictions_loss: 950.9024 - logcount_predictions_loss: 0.7447 46/2019 [..............................] - ETA: 4:34 - loss: 971.0303 - logits_profile_predictions_loss: 951.0541 - logcount_predictions_loss: 0.7454 47/2019 [..............................] - ETA: 4:34 - loss: 971.0831 - logits_profile_predictions_loss: 951.0910 - logcount_predictions_loss: 0.7460 48/2019 [..............................] - ETA: 4:34 - loss: 971.1727 - logits_profile_predictions_loss: 951.1683 - logcount_predictions_loss: 0.7464 49/2019 [..............................] - ETA: 4:34 - loss: 971.3180 - logits_profile_predictions_loss: 951.3040 - logcount_predictions_loss: 0.7468 50/2019 [..............................] - ETA: 4:33 - loss: 971.4305 - logits_profile_predictions_loss: 951.4075 - logcount_predictions_loss: 0.7471 51/2019 [..............................] - ETA: 4:33 - loss: 971.6258 - logits_profile_predictions_loss: 951.5968 - logcount_predictions_loss: 0.7474 52/2019 [..............................] - ETA: 4:33 - loss: 971.8036 - logits_profile_predictions_loss: 951.7665 - logcount_predictions_loss: 0.7477 53/2019 [..............................] - ETA: 4:33 - loss: 971.9444 - logits_profile_predictions_loss: 951.8982 - logcount_predictions_loss: 0.7480 54/2019 [..............................] - ETA: 4:33 - loss: 972.0920 - logits_profile_predictions_loss: 952.0376 - logcount_predictions_loss: 0.7483 55/2019 [..............................] - ETA: 4:33 - loss: 972.2415 - logits_profile_predictions_loss: 952.1805 - logcount_predictions_loss: 0.7486 56/2019 [..............................] - ETA: 4:33 - loss: 972.4164 - logits_profile_predictions_loss: 952.3496 - logcount_predictions_loss: 0.7488 57/2019 [..............................] - ETA: 4:32 - 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logits_profile_predictions_loss: 953.0839 - logcount_predictions_loss: 0.7496 71/2019 [>.............................] - ETA: 4:30 - loss: 973.2981 - logits_profile_predictions_loss: 953.2050 - logcount_predictions_loss: 0.7497 72/2019 [>.............................] - ETA: 4:30 - loss: 973.4301 - logits_profile_predictions_loss: 953.3339 - logcount_predictions_loss: 0.7499 73/2019 [>.............................] - ETA: 4:30 - loss: 973.5593 - logits_profile_predictions_loss: 953.4598 - logcount_predictions_loss: 0.7500 74/2019 [>.............................] - ETA: 4:30 - loss: 973.6837 - logits_profile_predictions_loss: 953.5821 - logcount_predictions_loss: 0.7501 75/2019 [>.............................] - ETA: 4:30 - loss: 973.7794 - logits_profile_predictions_loss: 953.6748 - logcount_predictions_loss: 0.7502 76/2019 [>.............................] - ETA: 4:30 - loss: 973.8770 - logits_profile_predictions_loss: 953.7691 - logcount_predictions_loss: 0.7503 77/2019 [>.............................] - ETA: 4:30 - loss: 973.9537 - logits_profile_predictions_loss: 953.8420 - logcount_predictions_loss: 0.7504 78/2019 [>.............................] - ETA: 4:29 - loss: 974.0332 - logits_profile_predictions_loss: 953.9181 - logcount_predictions_loss: 0.7506 79/2019 [>.............................] - ETA: 4:29 - loss: 974.0756 - logits_profile_predictions_loss: 953.9572 - logcount_predictions_loss: 0.7507 80/2019 [>.............................] - ETA: 4:29 - loss: 974.1360 - logits_profile_predictions_loss: 954.0146 - logcount_predictions_loss: 0.7508 81/2019 [>.............................] - ETA: 4:29 - loss: 974.1913 - logits_profile_predictions_loss: 954.0664 - logcount_predictions_loss: 0.7509 82/2019 [>.............................] - ETA: 4:29 - loss: 974.2632 - logits_profile_predictions_loss: 954.1335 - logcount_predictions_loss: 0.7511 83/2019 [>.............................] - ETA: 4:29 - loss: 974.3210 - logits_profile_predictions_loss: 954.1866 - logcount_predictions_loss: 0.7513 84/2019 [>.............................] - ETA: 4:29 - loss: 974.3813 - logits_profile_predictions_loss: 954.2418 - logcount_predictions_loss: 0.7515 85/2019 [>.............................] - ETA: 4:28 - loss: 974.4445 - logits_profile_predictions_loss: 954.3003 - logcount_predictions_loss: 0.7517 86/2019 [>.............................] - ETA: 4:28 - loss: 974.5228 - logits_profile_predictions_loss: 954.3753 - logcount_predictions_loss: 0.7518 87/2019 [>.............................] - ETA: 4:28 - loss: 974.6020 - logits_profile_predictions_loss: 954.4518 - logcount_predictions_loss: 0.7519 88/2019 [>.............................] - ETA: 4:28 - loss: 974.6801 - logits_profile_predictions_loss: 954.5276 - logcount_predictions_loss: 0.7520 89/2019 [>.............................] - ETA: 4:28 - loss: 974.7466 - logits_profile_predictions_loss: 954.5923 - logcount_predictions_loss: 0.7520 90/2019 [>.............................] - ETA: 4:28 - 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[>.............................] - ETA: 4:25 - loss: 975.3913 - logits_profile_predictions_loss: 955.2108 - logcount_predictions_loss: 0.7530 111/2019 [>.............................] - ETA: 4:25 - loss: 975.4163 - logits_profile_predictions_loss: 955.2340 - logcount_predictions_loss: 0.7531 112/2019 [>.............................] - ETA: 4:25 - loss: 975.4381 - logits_profile_predictions_loss: 955.2548 - logcount_predictions_loss: 0.7531 113/2019 [>.............................] - ETA: 4:24 - loss: 975.4530 - logits_profile_predictions_loss: 955.2687 - logcount_predictions_loss: 0.7531 114/2019 [>.............................] - ETA: 4:24 - loss: 975.4694 - logits_profile_predictions_loss: 955.2838 - logcount_predictions_loss: 0.7532 115/2019 [>.............................] - ETA: 4:24 - loss: 975.5041 - logits_profile_predictions_loss: 955.3161 - logcount_predictions_loss: 0.7533 116/2019 [>.............................] - ETA: 4:24 - loss: 975.5365 - 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[>.............................] - ETA: 4:23 - loss: 975.6167 - logits_profile_predictions_loss: 955.4078 - logcount_predictions_loss: 0.7541 124/2019 [>.............................] - ETA: 4:23 - loss: 975.6083 - logits_profile_predictions_loss: 955.3976 - logcount_predictions_loss: 0.7541 125/2019 [>.............................] - ETA: 4:23 - loss: 975.5946 - logits_profile_predictions_loss: 955.3821 - logcount_predictions_loss: 0.7542 126/2019 [>.............................] - ETA: 4:23 - loss: 975.5741 - logits_profile_predictions_loss: 955.3601 - logcount_predictions_loss: 0.7543 127/2019 [>.............................] - ETA: 4:23 - loss: 975.5648 - logits_profile_predictions_loss: 955.3494 - logcount_predictions_loss: 0.7543 128/2019 [>.............................] - ETA: 4:22 - loss: 975.5640 - logits_profile_predictions_loss: 955.3476 - logcount_predictions_loss: 0.7543 129/2019 [>.............................] - ETA: 4:22 - loss: 975.5636 - 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[=>............................] - ETA: 4:21 - loss: 975.5025 - logits_profile_predictions_loss: 955.2809 - logcount_predictions_loss: 0.7545 137/2019 [=>............................] - ETA: 4:21 - loss: 975.4957 - logits_profile_predictions_loss: 955.2736 - logcount_predictions_loss: 0.7546 138/2019 [=>............................] - ETA: 4:21 - loss: 975.4960 - logits_profile_predictions_loss: 955.2739 - logcount_predictions_loss: 0.7546 139/2019 [=>............................] - ETA: 4:21 - loss: 975.4960 - logits_profile_predictions_loss: 955.2738 - logcount_predictions_loss: 0.7546 140/2019 [=>............................] - ETA: 4:21 - loss: 975.4986 - logits_profile_predictions_loss: 955.2763 - logcount_predictions_loss: 0.7546 141/2019 [=>............................] - ETA: 4:21 - loss: 975.5068 - logits_profile_predictions_loss: 955.2842 - logcount_predictions_loss: 0.7546 142/2019 [=>............................] - ETA: 4:20 - loss: 975.5097 - 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logits_profile_predictions_loss: 954.7574 - logcount_predictions_loss: 0.7509 273/2019 [===>..........................] - ETA: 4:02 - loss: 974.8772 - logits_profile_predictions_loss: 954.7550 - logcount_predictions_loss: 0.7508 274/2019 [===>..........................] - ETA: 4:02 - loss: 974.8755 - logits_profile_predictions_loss: 954.7541 - logcount_predictions_loss: 0.7508 275/2019 [===>..........................] - ETA: 4:02 - loss: 974.8740 - logits_profile_predictions_loss: 954.7534 - logcount_predictions_loss: 0.7508 276/2019 [===>..........................] - ETA: 4:02 - loss: 974.8700 - logits_profile_predictions_loss: 954.7501 - logcount_predictions_loss: 0.7507 277/2019 [===>..........................] - ETA: 4:02 - loss: 974.8654 - logits_profile_predictions_loss: 954.7460 - logcount_predictions_loss: 0.7507 278/2019 [===>..........................] - ETA: 4:02 - loss: 974.8606 - logits_profile_predictions_loss: 954.7417 - logcount_predictions_loss: 0.7507 279/2019 [===>..........................] - ETA: 4:02 - loss: 974.8535 - logits_profile_predictions_loss: 954.7350 - logcount_predictions_loss: 0.7507 280/2019 [===>..........................] - ETA: 4:01 - loss: 974.8434 - logits_profile_predictions_loss: 954.7253 - logcount_predictions_loss: 0.7507 281/2019 [===>..........................] - ETA: 4:01 - loss: 974.8363 - logits_profile_predictions_loss: 954.7185 - logcount_predictions_loss: 0.7507 282/2019 [===>..........................] - ETA: 4:01 - loss: 974.8294 - logits_profile_predictions_loss: 954.7118 - logcount_predictions_loss: 0.7507 283/2019 [===>..........................] - ETA: 4:01 - loss: 974.8225 - logits_profile_predictions_loss: 954.7052 - logcount_predictions_loss: 0.7506 284/2019 [===>..........................] - ETA: 4:01 - loss: 974.8179 - logits_profile_predictions_loss: 954.7010 - logcount_predictions_loss: 0.7506 285/2019 [===>..........................] - ETA: 4:01 - loss: 974.8146 - logits_profile_predictions_loss: 954.6979 - logcount_predictions_loss: 0.7506 286/2019 [===>..........................] - ETA: 4:01 - loss: 974.8102 - logits_profile_predictions_loss: 954.6937 - logcount_predictions_loss: 0.7506 287/2019 [===>..........................] - ETA: 4:00 - loss: 974.8044 - logits_profile_predictions_loss: 954.6880 - logcount_predictions_loss: 0.7506 288/2019 [===>..........................] - ETA: 4:00 - loss: 974.7971 - logits_profile_predictions_loss: 954.6809 - logcount_predictions_loss: 0.7506 289/2019 [===>..........................] - ETA: 4:00 - loss: 974.7903 - logits_profile_predictions_loss: 954.6742 - logcount_predictions_loss: 0.7506 290/2019 [===>..........................] - ETA: 4:00 - loss: 974.7799 - logits_profile_predictions_loss: 954.6640 - logcount_predictions_loss: 0.7506 291/2019 [===>..........................] - ETA: 4:00 - loss: 974.7707 - logits_profile_predictions_loss: 954.6550 - logcount_predictions_loss: 0.7506 292/2019 [===>..........................] - ETA: 4:00 - loss: 974.7629 - logits_profile_predictions_loss: 954.6473 - logcount_predictions_loss: 0.7506 293/2019 [===>..........................] - ETA: 4:00 - loss: 974.7546 - logits_profile_predictions_loss: 954.6391 - logcount_predictions_loss: 0.7506 294/2019 [===>..........................] - ETA: 3:59 - loss: 974.7467 - logits_profile_predictions_loss: 954.6314 - logcount_predictions_loss: 0.7506 295/2019 [===>..........................] - ETA: 3:59 - loss: 974.7390 - logits_profile_predictions_loss: 954.6239 - logcount_predictions_loss: 0.7506 296/2019 [===>..........................] - ETA: 3:59 - loss: 974.7300 - logits_profile_predictions_loss: 954.6152 - logcount_predictions_loss: 0.7506 297/2019 [===>..........................] - ETA: 3:59 - loss: 974.7195 - logits_profile_predictions_loss: 954.6050 - logcount_predictions_loss: 0.7505 298/2019 [===>..........................] - ETA: 3:59 - loss: 974.7086 - logits_profile_predictions_loss: 954.5945 - logcount_predictions_loss: 0.7505 299/2019 [===>..........................] - ETA: 3:59 - loss: 974.6974 - logits_profile_predictions_loss: 954.5837 - logcount_predictions_loss: 0.7505 300/2019 [===>..........................] - ETA: 3:59 - loss: 974.6884 - logits_profile_predictions_loss: 954.5749 - logcount_predictions_loss: 0.7505 301/2019 [===>..........................] - ETA: 3:58 - loss: 974.6785 - logits_profile_predictions_loss: 954.5652 - logcount_predictions_loss: 0.7505 302/2019 [===>..........................] - ETA: 3:58 - loss: 974.6684 - logits_profile_predictions_loss: 954.5554 - logcount_predictions_loss: 0.7505 303/2019 [===>..........................] - ETA: 3:58 - loss: 974.6573 - logits_profile_predictions_loss: 954.5444 - logcount_predictions_loss: 0.7505 304/2019 [===>..........................] - ETA: 3:58 - loss: 974.6456 - logits_profile_predictions_loss: 954.5329 - logcount_predictions_loss: 0.7505 305/2019 [===>..........................] - ETA: 3:58 - loss: 974.6323 - logits_profile_predictions_loss: 954.5199 - logcount_predictions_loss: 0.7505 306/2019 [===>..........................] - ETA: 3:58 - loss: 974.6174 - logits_profile_predictions_loss: 954.5051 - logcount_predictions_loss: 0.7505 307/2019 [===>..........................] - ETA: 3:58 - loss: 974.6033 - logits_profile_predictions_loss: 954.4912 - logcount_predictions_loss: 0.7505 308/2019 [===>..........................] - ETA: 3:57 - loss: 974.5895 - logits_profile_predictions_loss: 954.4775 - logcount_predictions_loss: 0.7504 309/2019 [===>..........................] - ETA: 3:57 - loss: 974.5737 - logits_profile_predictions_loss: 954.4620 - logcount_predictions_loss: 0.7504 310/2019 [===>..........................] - ETA: 3:57 - loss: 974.5569 - logits_profile_predictions_loss: 954.4454 - logcount_predictions_loss: 0.7504 311/2019 [===>..........................] - ETA: 3:57 - loss: 974.5413 - logits_profile_predictions_loss: 954.4299 - logcount_predictions_loss: 0.7504 312/2019 [===>..........................] - ETA: 3:57 - loss: 974.5258 - logits_profile_predictions_loss: 954.4146 - logcount_predictions_loss: 0.7504 313/2019 [===>..........................] - ETA: 3:57 - loss: 974.5089 - logits_profile_predictions_loss: 954.3979 - logcount_predictions_loss: 0.7504 314/2019 [===>..........................] - ETA: 3:57 - loss: 974.4907 - logits_profile_predictions_loss: 954.3799 - logcount_predictions_loss: 0.7504 315/2019 [===>..........................] - ETA: 3:57 - loss: 974.4734 - logits_profile_predictions_loss: 954.3627 - logcount_predictions_loss: 0.7504 316/2019 [===>..........................] - ETA: 3:56 - loss: 974.4600 - logits_profile_predictions_loss: 954.3494 - logcount_predictions_loss: 0.7504 317/2019 [===>..........................] - ETA: 3:56 - loss: 974.4493 - logits_profile_predictions_loss: 954.3388 - logcount_predictions_loss: 0.7504 318/2019 [===>..........................] - ETA: 3:56 - loss: 974.4395 - logits_profile_predictions_loss: 954.3290 - logcount_predictions_loss: 0.7504 319/2019 [===>..........................] - ETA: 3:56 - loss: 974.4285 - logits_profile_predictions_loss: 954.3180 - logcount_predictions_loss: 0.7504 320/2019 [===>..........................] - ETA: 3:56 - loss: 974.4165 - logits_profile_predictions_loss: 954.3060 - logcount_predictions_loss: 0.7504 321/2019 [===>..........................] - ETA: 3:56 - loss: 974.4037 - logits_profile_predictions_loss: 954.2931 - logcount_predictions_loss: 0.7504 322/2019 [===>..........................] - ETA: 3:56 - loss: 974.3919 - logits_profile_predictions_loss: 954.2814 - logcount_predictions_loss: 0.7504 323/2019 [===>..........................] - ETA: 3:55 - loss: 974.3814 - logits_profile_predictions_loss: 954.2709 - logcount_predictions_loss: 0.7504 324/2019 [===>..........................] - ETA: 3:55 - loss: 974.3718 - logits_profile_predictions_loss: 954.2614 - logcount_predictions_loss: 0.7504 325/2019 [===>..........................] - ETA: 3:55 - loss: 974.3629 - logits_profile_predictions_loss: 954.2525 - logcount_predictions_loss: 0.7504 326/2019 [===>..........................] - ETA: 3:55 - loss: 974.3561 - logits_profile_predictions_loss: 954.2457 - logcount_predictions_loss: 0.7504 327/2019 [===>..........................] - ETA: 3:55 - loss: 974.3492 - logits_profile_predictions_loss: 954.2388 - logcount_predictions_loss: 0.7504 328/2019 [===>..........................] - ETA: 3:55 - loss: 974.3433 - logits_profile_predictions_loss: 954.2328 - logcount_predictions_loss: 0.7504 329/2019 [===>..........................] - ETA: 3:55 - loss: 974.3374 - logits_profile_predictions_loss: 954.2270 - logcount_predictions_loss: 0.7504 330/2019 [===>..........................] - ETA: 3:54 - loss: 974.3320 - logits_profile_predictions_loss: 954.2216 - logcount_predictions_loss: 0.7504 331/2019 [===>..........................] - ETA: 3:54 - loss: 974.3279 - logits_profile_predictions_loss: 954.2176 - logcount_predictions_loss: 0.7504 332/2019 [===>..........................] - ETA: 3:54 - loss: 974.3231 - logits_profile_predictions_loss: 954.2128 - logcount_predictions_loss: 0.7504 333/2019 [===>..........................] - ETA: 3:54 - loss: 974.3203 - logits_profile_predictions_loss: 954.2101 - logcount_predictions_loss: 0.7504 334/2019 [===>..........................] - ETA: 3:54 - loss: 974.3176 - logits_profile_predictions_loss: 954.2074 - logcount_predictions_loss: 0.7504 335/2019 [===>..........................] - ETA: 3:54 - loss: 974.3130 - logits_profile_predictions_loss: 954.2027 - logcount_predictions_loss: 0.7504 336/2019 [===>..........................] - ETA: 3:54 - loss: 974.3064 - logits_profile_predictions_loss: 954.1961 - logcount_predictions_loss: 0.7504 337/2019 [====>.........................] - ETA: 3:53 - loss: 974.3015 - logits_profile_predictions_loss: 954.1913 - logcount_predictions_loss: 0.7504 338/2019 [====>.........................] - ETA: 3:53 - loss: 974.2969 - logits_profile_predictions_loss: 954.1868 - logcount_predictions_loss: 0.7504 339/2019 [====>.........................] - ETA: 3:53 - loss: 974.2918 - logits_profile_predictions_loss: 954.1817 - logcount_predictions_loss: 0.7504 340/2019 [====>.........................] - ETA: 3:53 - loss: 974.2871 - logits_profile_predictions_loss: 954.1772 - logcount_predictions_loss: 0.7504 341/2019 [====>.........................] - ETA: 3:53 - loss: 974.2839 - logits_profile_predictions_loss: 954.1742 - logcount_predictions_loss: 0.7504 342/2019 [====>.........................] - ETA: 3:53 - loss: 974.2803 - logits_profile_predictions_loss: 954.1707 - logcount_predictions_loss: 0.7504 343/2019 [====>.........................] - ETA: 3:53 - loss: 974.2779 - logits_profile_predictions_loss: 954.1684 - logcount_predictions_loss: 0.7504 344/2019 [====>.........................] - ETA: 3:52 - loss: 974.2771 - logits_profile_predictions_loss: 954.1678 - logcount_predictions_loss: 0.7504 345/2019 [====>.........................] - ETA: 3:52 - loss: 974.2762 - logits_profile_predictions_loss: 954.1670 - logcount_predictions_loss: 0.7503 346/2019 [====>.........................] - ETA: 3:52 - loss: 974.2753 - logits_profile_predictions_loss: 954.1663 - logcount_predictions_loss: 0.7503 347/2019 [====>.........................] - ETA: 3:52 - loss: 974.2743 - logits_profile_predictions_loss: 954.1655 - logcount_predictions_loss: 0.7503 348/2019 [====>.........................] - ETA: 3:52 - loss: 974.2726 - logits_profile_predictions_loss: 954.1640 - logcount_predictions_loss: 0.7503 349/2019 [====>.........................] - ETA: 3:52 - loss: 974.2719 - logits_profile_predictions_loss: 954.1635 - logcount_predictions_loss: 0.7503 350/2019 [====>.........................] - ETA: 3:52 - loss: 974.2722 - logits_profile_predictions_loss: 954.1640 - logcount_predictions_loss: 0.7503 351/2019 [====>.........................] - ETA: 3:52 - loss: 974.2719 - logits_profile_predictions_loss: 954.1639 - logcount_predictions_loss: 0.7503 352/2019 [====>.........................] - ETA: 3:51 - loss: 974.2726 - logits_profile_predictions_loss: 954.1646 - logcount_predictions_loss: 0.7503 353/2019 [====>.........................] - ETA: 3:51 - loss: 974.2721 - logits_profile_predictions_loss: 954.1642 - logcount_predictions_loss: 0.7503 354/2019 [====>.........................] - ETA: 3:51 - loss: 974.2715 - logits_profile_predictions_loss: 954.1638 - logcount_predictions_loss: 0.7503 355/2019 [====>.........................] - ETA: 3:51 - loss: 974.2725 - logits_profile_predictions_loss: 954.1650 - logcount_predictions_loss: 0.7503 356/2019 [====>.........................] - ETA: 3:51 - loss: 974.2748 - logits_profile_predictions_loss: 954.1673 - logcount_predictions_loss: 0.7503 357/2019 [====>.........................] - ETA: 3:51 - loss: 974.2771 - logits_profile_predictions_loss: 954.1698 - logcount_predictions_loss: 0.7503 358/2019 [====>.........................] - ETA: 3:51 - loss: 974.2789 - logits_profile_predictions_loss: 954.1718 - logcount_predictions_loss: 0.7503 359/2019 [====>.........................] - ETA: 3:50 - loss: 974.2800 - logits_profile_predictions_loss: 954.1730 - logcount_predictions_loss: 0.7503 360/2019 [====>.........................] - ETA: 3:50 - loss: 974.2806 - logits_profile_predictions_loss: 954.1738 - logcount_predictions_loss: 0.7503 361/2019 [====>.........................] - ETA: 3:50 - loss: 974.2816 - logits_profile_predictions_loss: 954.1751 - logcount_predictions_loss: 0.7502 362/2019 [====>.........................] - ETA: 3:50 - loss: 974.2820 - logits_profile_predictions_loss: 954.1757 - logcount_predictions_loss: 0.7502 363/2019 [====>.........................] - ETA: 3:50 - loss: 974.2849 - logits_profile_predictions_loss: 954.1789 - logcount_predictions_loss: 0.7502 364/2019 [====>.........................] - ETA: 3:50 - loss: 974.2890 - logits_profile_predictions_loss: 954.1833 - logcount_predictions_loss: 0.7502 365/2019 [====>.........................] - ETA: 3:50 - loss: 974.2934 - logits_profile_predictions_loss: 954.1880 - logcount_predictions_loss: 0.7502 366/2019 [====>.........................] - ETA: 3:49 - loss: 974.2985 - logits_profile_predictions_loss: 954.1934 - logcount_predictions_loss: 0.7502 367/2019 [====>.........................] - ETA: 3:49 - loss: 974.3038 - logits_profile_predictions_loss: 954.1990 - logcount_predictions_loss: 0.7502 368/2019 [====>.........................] - ETA: 3:49 - loss: 974.3084 - logits_profile_predictions_loss: 954.2038 - logcount_predictions_loss: 0.7502 369/2019 [====>.........................] - ETA: 3:49 - loss: 974.3141 - logits_profile_predictions_loss: 954.2099 - logcount_predictions_loss: 0.7502 370/2019 [====>.........................] - ETA: 3:49 - loss: 974.3206 - logits_profile_predictions_loss: 954.2167 - logcount_predictions_loss: 0.7501 371/2019 [====>.........................] - ETA: 3:49 - loss: 974.3267 - logits_profile_predictions_loss: 954.2232 - logcount_predictions_loss: 0.7501 372/2019 [====>.........................] - ETA: 3:49 - loss: 974.3317 - logits_profile_predictions_loss: 954.2285 - logcount_predictions_loss: 0.7501 373/2019 [====>.........................] - ETA: 3:49 - loss: 974.3373 - logits_profile_predictions_loss: 954.2344 - logcount_predictions_loss: 0.7501 374/2019 [====>.........................] - ETA: 3:48 - loss: 974.3418 - logits_profile_predictions_loss: 954.2392 - logcount_predictions_loss: 0.7501 375/2019 [====>.........................] - ETA: 3:48 - loss: 974.3461 - logits_profile_predictions_loss: 954.2437 - logcount_predictions_loss: 0.7501 376/2019 [====>.........................] - ETA: 3:48 - loss: 974.3503 - logits_profile_predictions_loss: 954.2482 - logcount_predictions_loss: 0.7501 377/2019 [====>.........................] - ETA: 3:48 - loss: 974.3537 - logits_profile_predictions_loss: 954.2519 - logcount_predictions_loss: 0.7501 378/2019 [====>.........................] - ETA: 3:48 - loss: 974.3575 - logits_profile_predictions_loss: 954.2558 - logcount_predictions_loss: 0.7501 379/2019 [====>.........................] - ETA: 3:48 - loss: 974.3600 - logits_profile_predictions_loss: 954.2586 - logcount_predictions_loss: 0.7501 380/2019 [====>.........................] - ETA: 3:48 - loss: 974.3636 - logits_profile_predictions_loss: 954.2624 - logcount_predictions_loss: 0.7500 381/2019 [====>.........................] - ETA: 3:47 - loss: 974.3680 - logits_profile_predictions_loss: 954.2670 - logcount_predictions_loss: 0.7500 382/2019 [====>.........................] - ETA: 3:47 - loss: 974.3728 - logits_profile_predictions_loss: 954.2719 - logcount_predictions_loss: 0.7500 383/2019 [====>.........................] - ETA: 3:47 - loss: 974.3769 - logits_profile_predictions_loss: 954.2761 - logcount_predictions_loss: 0.7500 384/2019 [====>.........................] - ETA: 3:47 - loss: 974.3829 - logits_profile_predictions_loss: 954.2823 - logcount_predictions_loss: 0.7500 385/2019 [====>.........................] - ETA: 3:47 - loss: 974.3880 - logits_profile_predictions_loss: 954.2875 - logcount_predictions_loss: 0.7500 386/2019 [====>.........................] - ETA: 3:47 - loss: 974.3926 - logits_profile_predictions_loss: 954.2922 - logcount_predictions_loss: 0.7500 387/2019 [====>.........................] - ETA: 3:47 - loss: 974.3982 - logits_profile_predictions_loss: 954.2980 - logcount_predictions_loss: 0.7500 388/2019 [====>.........................] - ETA: 3:46 - loss: 974.4020 - logits_profile_predictions_loss: 954.3019 - logcount_predictions_loss: 0.7500 389/2019 [====>.........................] - ETA: 3:46 - loss: 974.4051 - logits_profile_predictions_loss: 954.3051 - logcount_predictions_loss: 0.7500 390/2019 [====>.........................] - ETA: 3:46 - loss: 974.4087 - logits_profile_predictions_loss: 954.3088 - logcount_predictions_loss: 0.7500 391/2019 [====>.........................] - ETA: 3:46 - loss: 974.4145 - logits_profile_predictions_loss: 954.3147 - logcount_predictions_loss: 0.7500 392/2019 [====>.........................] - ETA: 3:46 - loss: 974.4208 - logits_profile_predictions_loss: 954.3211 - logcount_predictions_loss: 0.7500 393/2019 [====>.........................] - ETA: 3:46 - loss: 974.4272 - logits_profile_predictions_loss: 954.3277 - logcount_predictions_loss: 0.7500 394/2019 [====>.........................] - ETA: 3:46 - loss: 974.4343 - logits_profile_predictions_loss: 954.3350 - logcount_predictions_loss: 0.7500 395/2019 [====>.........................] - ETA: 3:46 - loss: 974.4406 - logits_profile_predictions_loss: 954.3415 - logcount_predictions_loss: 0.7500 396/2019 [====>.........................] - ETA: 3:45 - loss: 974.4462 - logits_profile_predictions_loss: 954.3474 - logcount_predictions_loss: 0.7500 397/2019 [====>.........................] - ETA: 3:45 - loss: 974.4524 - logits_profile_predictions_loss: 954.3538 - logcount_predictions_loss: 0.7499 398/2019 [====>.........................] - ETA: 3:45 - loss: 974.4584 - logits_profile_predictions_loss: 954.3601 - logcount_predictions_loss: 0.7499 399/2019 [====>.........................] - ETA: 3:45 - loss: 974.4636 - logits_profile_predictions_loss: 954.3656 - logcount_predictions_loss: 0.7499 400/2019 [====>.........................] - ETA: 3:45 - loss: 974.4682 - logits_profile_predictions_loss: 954.3704 - logcount_predictions_loss: 0.7499 401/2019 [====>.........................] - ETA: 3:45 - loss: 974.4714 - logits_profile_predictions_loss: 954.3740 - logcount_predictions_loss: 0.7499 402/2019 [====>.........................] - ETA: 3:45 - loss: 974.4744 - logits_profile_predictions_loss: 954.3772 - logcount_predictions_loss: 0.7499 403/2019 [====>.........................] - ETA: 3:44 - loss: 974.4761 - logits_profile_predictions_loss: 954.3793 - logcount_predictions_loss: 0.7499 404/2019 [=====>........................] - ETA: 3:44 - loss: 974.4784 - logits_profile_predictions_loss: 954.3818 - logcount_predictions_loss: 0.7499 405/2019 [=====>........................] - ETA: 3:44 - loss: 974.4798 - logits_profile_predictions_loss: 954.3834 - logcount_predictions_loss: 0.7499 406/2019 [=====>........................] - ETA: 3:44 - loss: 974.4820 - logits_profile_predictions_loss: 954.3860 - logcount_predictions_loss: 0.7499 407/2019 [=====>........................] - ETA: 3:44 - loss: 974.4839 - logits_profile_predictions_loss: 954.3881 - logcount_predictions_loss: 0.7498 408/2019 [=====>........................] - ETA: 3:44 - loss: 974.4872 - logits_profile_predictions_loss: 954.3916 - logcount_predictions_loss: 0.7498 409/2019 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1963/2019 [============================>.] - ETA: 7s - loss: 972.6378 - logits_profile_predictions_loss: 952.7991 - logcount_predictions_loss: 0.7403 1964/2019 [============================>.] - ETA: 7s - loss: 972.6375 - logits_profile_predictions_loss: 952.7989 - logcount_predictions_loss: 0.7403 1965/2019 [============================>.] - ETA: 7s - loss: 972.6373 - logits_profile_predictions_loss: 952.7987 - logcount_predictions_loss: 0.7403 1966/2019 [============================>.] - ETA: 7s - loss: 972.6371 - logits_profile_predictions_loss: 952.7985 - logcount_predictions_loss: 0.7403 1967/2019 [============================>.] - ETA: 7s - loss: 972.6368 - logits_profile_predictions_loss: 952.7983 - logcount_predictions_loss: 0.7403 1968/2019 [============================>.] - ETA: 7s - loss: 972.6366 - logits_profile_predictions_loss: 952.7981 - logcount_predictions_loss: 0.7403 1969/2019 [============================>.] - ETA: 6s - loss: 972.6363 - 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[============================>.] - ETA: 6s - loss: 972.6342 - logits_profile_predictions_loss: 952.7961 - logcount_predictions_loss: 0.7403 1977/2019 [============================>.] - ETA: 5s - loss: 972.6339 - logits_profile_predictions_loss: 952.7958 - logcount_predictions_loss: 0.7403 1978/2019 [============================>.] - ETA: 5s - loss: 972.6336 - logits_profile_predictions_loss: 952.7955 - logcount_predictions_loss: 0.7403 1979/2019 [============================>.] - ETA: 5s - loss: 972.6333 - logits_profile_predictions_loss: 952.7952 - logcount_predictions_loss: 0.7403 1980/2019 [============================>.] - ETA: 5s - loss: 972.6330 - logits_profile_predictions_loss: 952.7950 - logcount_predictions_loss: 0.7403 1981/2019 [============================>.] - ETA: 5s - loss: 972.6327 - logits_profile_predictions_loss: 952.7947 - logcount_predictions_loss: 0.7403 1982/2019 [============================>.] - ETA: 5s - loss: 972.6325 - logits_profile_predictions_loss: 952.7945 - logcount_predictions_loss: 0.7403 1983/2019 [============================>.] - ETA: 5s - loss: 972.6322 - logits_profile_predictions_loss: 952.7943 - logcount_predictions_loss: 0.7403 1984/2019 [============================>.] - ETA: 4s - loss: 972.6320 - logits_profile_predictions_loss: 952.7941 - logcount_predictions_loss: 0.7403 1985/2019 [============================>.] - ETA: 4s - loss: 972.6317 - logits_profile_predictions_loss: 952.7939 - logcount_predictions_loss: 0.7402 1986/2019 [============================>.] - ETA: 4s - loss: 972.6315 - logits_profile_predictions_loss: 952.7937 - logcount_predictions_loss: 0.7402 1987/2019 [============================>.] - ETA: 4s - loss: 972.6313 - logits_profile_predictions_loss: 952.7935 - logcount_predictions_loss: 0.7402 1988/2019 [============================>.] - ETA: 4s - loss: 972.6310 - logits_profile_predictions_loss: 952.7933 - logcount_predictions_loss: 0.7402 1989/2019 [============================>.] - ETA: 4s - 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1996/2019 [============================>.] - ETA: 3s - loss: 972.6287 - logits_profile_predictions_loss: 952.7912 - logcount_predictions_loss: 0.7402 1997/2019 [============================>.] - ETA: 3s - loss: 972.6283 - logits_profile_predictions_loss: 952.7909 - logcount_predictions_loss: 0.7402 1998/2019 [============================>.] - ETA: 2s - loss: 972.6280 - logits_profile_predictions_loss: 952.7906 - logcount_predictions_loss: 0.7402 1999/2019 [============================>.] - ETA: 2s - loss: 972.6277 - logits_profile_predictions_loss: 952.7903 - logcount_predictions_loss: 0.7402 2000/2019 [============================>.] - ETA: 2s - loss: 972.6274 - logits_profile_predictions_loss: 952.7901 - logcount_predictions_loss: 0.7402 2001/2019 [============================>.] - ETA: 2s - loss: 972.6271 - logits_profile_predictions_loss: 952.7898 - logcount_predictions_loss: 0.7402 2002/2019 [============================>.] - ETA: 2s - loss: 972.6268 - logits_profile_predictions_loss: 952.7895 - logcount_predictions_loss: 0.7402 2003/2019 [============================>.] - ETA: 2s - loss: 972.6265 - logits_profile_predictions_loss: 952.7893 - logcount_predictions_loss: 0.7402 2004/2019 [============================>.] - ETA: 2s - loss: 972.6262 - logits_profile_predictions_loss: 952.7890 - logcount_predictions_loss: 0.7402 2005/2019 [============================>.] - ETA: 1s - loss: 972.6259 - logits_profile_predictions_loss: 952.7887 - logcount_predictions_loss: 0.7402 2006/2019 [============================>.] - ETA: 1s - loss: 972.6256 - logits_profile_predictions_loss: 952.7885 - logcount_predictions_loss: 0.7402 2007/2019 [============================>.] - ETA: 1s - loss: 972.6253 - logits_profile_predictions_loss: 952.7882 - logcount_predictions_loss: 0.7402 2008/2019 [============================>.] - ETA: 1s - loss: 972.6249 - logits_profile_predictions_loss: 952.7879 - logcount_predictions_loss: 0.7402 2009/2019 [============================>.] - ETA: 1s - loss: 972.6246 - logits_profile_predictions_loss: 952.7876 - logcount_predictions_loss: 0.7402 2010/2019 [============================>.] - ETA: 1s - loss: 972.6242 - logits_profile_predictions_loss: 952.7873 - logcount_predictions_loss: 0.7402 2011/2019 [============================>.] - ETA: 1s - loss: 972.6238 - logits_profile_predictions_loss: 952.7869 - logcount_predictions_loss: 0.7402 2012/2019 [============================>.] - ETA: 0s - loss: 972.6234 - logits_profile_predictions_loss: 952.7865 - logcount_predictions_loss: 0.7402 2013/2019 [============================>.] - ETA: 0s - loss: 972.6230 - logits_profile_predictions_loss: 952.7862 - logcount_predictions_loss: 0.7402 2014/2019 [============================>.] - ETA: 0s - loss: 972.6226 - logits_profile_predictions_loss: 952.7858 - logcount_predictions_loss: 0.7402 2015/2019 [============================>.] - ETA: 0s - loss: 972.6223 - logits_profile_predictions_loss: 952.7855 - logcount_predictions_loss: 0.7402 2016/2019 [============================>.] - ETA: 0s - loss: 972.6218 - logits_profile_predictions_loss: 952.7851 - logcount_predictions_loss: 0.7402 2017/2019 [============================>.] - ETA: 0s - loss: 972.6214 - logits_profile_predictions_loss: 952.7848 - logcount_predictions_loss: 0.7402 2018/2019 [============================>.] - ETA: 0s - loss: 972.6210 - logits_profile_predictions_loss: 952.7844 - logcount_predictions_loss: 0.7402 2019/2019 [==============================] - ETA: 0s - loss: 972.6205 - logits_profile_predictions_loss: 952.7839 - logcount_predictions_loss: 0.7402 2019/2019 [==============================] - 302s 150ms/step - loss: 972.6200 - logits_profile_predictions_loss: 952.7835 - logcount_predictions_loss: 0.7402 - val_loss: 1186.6211 - val_logits_profile_predictions_loss: 1166.1545 - val_logcount_predictions_loss: 0.7637 Epoch 00012: val_loss did not improve from 1143.08008 Epoch 13/50 1/2019 [..............................] - ETA: 5:13 - loss: 1175.3770 - logits_profile_predictions_loss: 1156.8866 - logcount_predictions_loss: 0.6899 2/2019 [..............................] - ETA: 4:46 - loss: 1127.2489 - logits_profile_predictions_loss: 1108.0401 - logcount_predictions_loss: 0.7167 3/2019 [..............................] - ETA: 4:43 - loss: 1102.9446 - logits_profile_predictions_loss: 1083.6792 - logcount_predictions_loss: 0.7189 4/2019 [..............................] - ETA: 4:43 - loss: 1091.4063 - logits_profile_predictions_loss: 1072.1158 - logcount_predictions_loss: 0.7198 5/2019 [..............................] - ETA: 4:43 - loss: 1082.3193 - logits_profile_predictions_loss: 1062.8012 - logcount_predictions_loss: 0.7283 6/2019 [..............................] - ETA: 4:42 - loss: 1076.1796 - logits_profile_predictions_loss: 1056.3721 - logcount_predictions_loss: 0.7391 7/2019 [..............................] - ETA: 4:42 - loss: 1068.0067 - logits_profile_predictions_loss: 1048.0729 - logcount_predictions_loss: 0.7438 8/2019 [..............................] - ETA: 4:42 - loss: 1059.7890 - logits_profile_predictions_loss: 1039.7876 - logcount_predictions_loss: 0.7463 9/2019 [..............................] - ETA: 4:42 - loss: 1051.6857 - logits_profile_predictions_loss: 1031.6710 - logcount_predictions_loss: 0.7468 10/2019 [..............................] - ETA: 4:41 - loss: 1046.3114 - logits_profile_predictions_loss: 1026.2712 - logcount_predictions_loss: 0.7478 11/2019 [..............................] - ETA: 4:41 - loss: 1041.0790 - logits_profile_predictions_loss: 1020.9935 - logcount_predictions_loss: 0.7495 12/2019 [..............................] - ETA: 4:41 - loss: 1035.7297 - logits_profile_predictions_loss: 1015.6452 - logcount_predictions_loss: 0.7494 13/2019 [..............................] - ETA: 4:41 - loss: 1031.7041 - logits_profile_predictions_loss: 1011.6253 - logcount_predictions_loss: 0.7492 14/2019 [..............................] - ETA: 4:40 - loss: 1028.7657 - logits_profile_predictions_loss: 1008.6949 - logcount_predictions_loss: 0.7489 15/2019 [..............................] - ETA: 4:40 - loss: 1026.0477 - logits_profile_predictions_loss: 1005.9263 - logcount_predictions_loss: 0.7508 16/2019 [..............................] - ETA: 4:40 - loss: 1023.1317 - logits_profile_predictions_loss: 1002.9517 - logcount_predictions_loss: 0.7530 17/2019 [..............................] - ETA: 4:40 - loss: 1020.6644 - logits_profile_predictions_loss: 1000.4280 - logcount_predictions_loss: 0.7551 18/2019 [..............................] - ETA: 4:40 - loss: 1017.7418 - logits_profile_predictions_loss: 997.4651 - logcount_predictions_loss: 0.7566  19/2019 [..............................] - ETA: 4:40 - loss: 1014.5909 - logits_profile_predictions_loss: 994.2783 - logcount_predictions_loss: 0.7579 20/2019 [..............................] - ETA: 4:40 - loss: 1011.4819 - 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[..............................] - ETA: 4:38 - loss: 994.7118 - logits_profile_predictions_loss: 974.4023 - logcount_predictions_loss: 0.7578 28/2019 [..............................] - ETA: 4:38 - loss: 992.5704 - logits_profile_predictions_loss: 972.2933 - logcount_predictions_loss: 0.7566 29/2019 [..............................] - ETA: 4:38 - loss: 990.3187 - logits_profile_predictions_loss: 970.0697 - logcount_predictions_loss: 0.7556 30/2019 [..............................] - ETA: 4:38 - loss: 988.0195 - logits_profile_predictions_loss: 967.8034 - logcount_predictions_loss: 0.7543 31/2019 [..............................] - ETA: 4:38 - loss: 985.8618 - logits_profile_predictions_loss: 965.6788 - logcount_predictions_loss: 0.7531 32/2019 [..............................] - ETA: 4:38 - loss: 983.9899 - logits_profile_predictions_loss: 963.8409 - logcount_predictions_loss: 0.7518 33/2019 [..............................] - ETA: 4:38 - loss: 982.3449 - logits_profile_predictions_loss: 962.2309 - logcount_predictions_loss: 0.7505 34/2019 [..............................] - ETA: 4:37 - loss: 980.7596 - logits_profile_predictions_loss: 960.6829 - logcount_predictions_loss: 0.7491 35/2019 [..............................] - ETA: 4:37 - loss: 979.3573 - logits_profile_predictions_loss: 959.3177 - logcount_predictions_loss: 0.7477 36/2019 [..............................] - ETA: 4:37 - loss: 977.9312 - logits_profile_predictions_loss: 957.9279 - logcount_predictions_loss: 0.7464 37/2019 [..............................] - ETA: 4:37 - loss: 976.6711 - logits_profile_predictions_loss: 956.7033 - logcount_predictions_loss: 0.7451 38/2019 [..............................] - ETA: 4:37 - loss: 975.5068 - logits_profile_predictions_loss: 955.5693 - logcount_predictions_loss: 0.7439 39/2019 [..............................] - ETA: 4:37 - loss: 974.4523 - logits_profile_predictions_loss: 954.5457 - logcount_predictions_loss: 0.7428 40/2019 [..............................] - ETA: 4:37 - loss: 973.4132 - logits_profile_predictions_loss: 953.5382 - logcount_predictions_loss: 0.7416 41/2019 [..............................] - ETA: 4:37 - loss: 972.4772 - logits_profile_predictions_loss: 952.6346 - logcount_predictions_loss: 0.7404 42/2019 [..............................] - ETA: 4:36 - loss: 971.6967 - logits_profile_predictions_loss: 951.8860 - logcount_predictions_loss: 0.7392 43/2019 [..............................] - ETA: 4:36 - loss: 970.9543 - logits_profile_predictions_loss: 951.1729 - logcount_predictions_loss: 0.7381 44/2019 [..............................] - ETA: 4:36 - loss: 970.3460 - logits_profile_predictions_loss: 950.5889 - logcount_predictions_loss: 0.7372 45/2019 [..............................] - ETA: 4:36 - loss: 969.7271 - logits_profile_predictions_loss: 949.9933 - logcount_predictions_loss: 0.7363 46/2019 [..............................] - ETA: 4:36 - loss: 969.2244 - logits_profile_predictions_loss: 949.5097 - logcount_predictions_loss: 0.7356 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1999/2019 [============================>.] - ETA: 2s - loss: 967.3139 - logits_profile_predictions_loss: 948.0413 - logcount_predictions_loss: 0.7191 2000/2019 [============================>.] - ETA: 2s - loss: 967.3153 - logits_profile_predictions_loss: 948.0426 - logcount_predictions_loss: 0.7191 2001/2019 [============================>.] - ETA: 2s - loss: 967.3167 - logits_profile_predictions_loss: 948.0438 - logcount_predictions_loss: 0.7191 2002/2019 [============================>.] - ETA: 2s - loss: 967.3181 - logits_profile_predictions_loss: 948.0451 - logcount_predictions_loss: 0.7191 2003/2019 [============================>.] - ETA: 2s - loss: 967.3195 - logits_profile_predictions_loss: 948.0464 - logcount_predictions_loss: 0.7191 2004/2019 [============================>.] - ETA: 2s - loss: 967.3208 - logits_profile_predictions_loss: 948.0477 - logcount_predictions_loss: 0.7191 2005/2019 [============================>.] - ETA: 1s - loss: 967.3222 - logits_profile_predictions_loss: 948.0489 - logcount_predictions_loss: 0.7192 2006/2019 [============================>.] - ETA: 1s - loss: 967.3236 - logits_profile_predictions_loss: 948.0502 - logcount_predictions_loss: 0.7192 2007/2019 [============================>.] - ETA: 1s - loss: 967.3250 - logits_profile_predictions_loss: 948.0516 - logcount_predictions_loss: 0.7192 2008/2019 [============================>.] - ETA: 1s - loss: 967.3265 - logits_profile_predictions_loss: 948.0530 - logcount_predictions_loss: 0.7192 2009/2019 [============================>.] - ETA: 1s - loss: 967.3280 - logits_profile_predictions_loss: 948.0544 - logcount_predictions_loss: 0.7192 2010/2019 [============================>.] - ETA: 1s - loss: 967.3294 - logits_profile_predictions_loss: 948.0557 - logcount_predictions_loss: 0.7192 2011/2019 [============================>.] - ETA: 1s - loss: 967.3309 - logits_profile_predictions_loss: 948.0571 - logcount_predictions_loss: 0.7192 2012/2019 [============================>.] - ETA: 0s - loss: 967.3323 - logits_profile_predictions_loss: 948.0585 - logcount_predictions_loss: 0.7192 2013/2019 [============================>.] - ETA: 0s - loss: 967.3338 - logits_profile_predictions_loss: 948.0598 - logcount_predictions_loss: 0.7192 2014/2019 [============================>.] - ETA: 0s - loss: 967.3352 - logits_profile_predictions_loss: 948.0611 - logcount_predictions_loss: 0.7192 2015/2019 [============================>.] - ETA: 0s - loss: 967.3366 - logits_profile_predictions_loss: 948.0624 - logcount_predictions_loss: 0.7192 2016/2019 [============================>.] - ETA: 0s - loss: 967.3380 - logits_profile_predictions_loss: 948.0638 - logcount_predictions_loss: 0.7192 2017/2019 [============================>.] - ETA: 0s - loss: 967.3395 - logits_profile_predictions_loss: 948.0652 - logcount_predictions_loss: 0.7192 2018/2019 [============================>.] - ETA: 0s - loss: 967.3409 - logits_profile_predictions_loss: 948.0665 - logcount_predictions_loss: 0.7192 2019/2019 [==============================] - ETA: 0s - loss: 967.3423 - logits_profile_predictions_loss: 948.0678 - logcount_predictions_loss: 0.7192 2019/2019 [==============================] - 302s 150ms/step - loss: 967.3437 - logits_profile_predictions_loss: 948.0691 - logcount_predictions_loss: 0.7192 - val_loss: 1136.9042 - val_logits_profile_predictions_loss: 1117.1039 - val_logcount_predictions_loss: 0.7388 Epoch 00013: val_loss improved from 1143.08008 to 1136.90417, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 Epoch 14/50 1/2019 [..............................] - ETA: 5:12 - loss: 681.4323 - logits_profile_predictions_loss: 663.0928 - logcount_predictions_loss: 0.6843 2/2019 [..............................] - ETA: 4:56 - loss: 792.3289 - logits_profile_predictions_loss: 774.5315 - logcount_predictions_loss: 0.6641 3/2019 [..............................] - ETA: 4:48 - loss: 815.5264 - logits_profile_predictions_loss: 797.8176 - logcount_predictions_loss: 0.6608 4/2019 [..............................] - ETA: 4:43 - loss: 832.0846 - logits_profile_predictions_loss: 814.0814 - logcount_predictions_loss: 0.6718 5/2019 [..............................] - ETA: 4:42 - loss: 848.8233 - logits_profile_predictions_loss: 830.6391 - logcount_predictions_loss: 0.6785 6/2019 [..............................] - ETA: 4:42 - loss: 864.1777 - logits_profile_predictions_loss: 845.8944 - logcount_predictions_loss: 0.6822 7/2019 [..............................] - ETA: 4:41 - loss: 876.9501 - logits_profile_predictions_loss: 858.7214 - logcount_predictions_loss: 0.6802 8/2019 [..............................] - ETA: 4:41 - loss: 886.5450 - logits_profile_predictions_loss: 868.3942 - logcount_predictions_loss: 0.6773 9/2019 [..............................] - ETA: 4:41 - loss: 893.9320 - logits_profile_predictions_loss: 875.7035 - logcount_predictions_loss: 0.6802 10/2019 [..............................] - ETA: 4:41 - loss: 899.2569 - logits_profile_predictions_loss: 880.9550 - logcount_predictions_loss: 0.6829 11/2019 [..............................] - ETA: 4:40 - loss: 904.0604 - logits_profile_predictions_loss: 885.6664 - logcount_predictions_loss: 0.6863 12/2019 [..............................] - ETA: 4:40 - loss: 907.5633 - logits_profile_predictions_loss: 889.1368 - logcount_predictions_loss: 0.6876 13/2019 [..............................] - ETA: 4:40 - loss: 910.1451 - logits_profile_predictions_loss: 891.6696 - logcount_predictions_loss: 0.6894 14/2019 [..............................] - ETA: 4:40 - loss: 912.8526 - logits_profile_predictions_loss: 894.3457 - logcount_predictions_loss: 0.6906 15/2019 [..............................] - ETA: 4:40 - loss: 915.8980 - logits_profile_predictions_loss: 897.3594 - logcount_predictions_loss: 0.6917 16/2019 [..............................] - ETA: 4:39 - loss: 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[..............................] - ETA: 4:38 - loss: 924.0941 - logits_profile_predictions_loss: 905.3495 - logcount_predictions_loss: 0.6994 24/2019 [..............................] - ETA: 4:38 - loss: 924.3567 - logits_profile_predictions_loss: 905.5876 - logcount_predictions_loss: 0.7003 25/2019 [..............................] - ETA: 4:38 - loss: 924.4720 - logits_profile_predictions_loss: 905.6728 - logcount_predictions_loss: 0.7015 26/2019 [..............................] - ETA: 4:38 - loss: 924.5204 - logits_profile_predictions_loss: 905.6875 - logcount_predictions_loss: 0.7027 27/2019 [..............................] - ETA: 4:38 - loss: 924.6154 - logits_profile_predictions_loss: 905.7488 - logcount_predictions_loss: 0.7040 28/2019 [..............................] - ETA: 4:37 - loss: 924.6484 - logits_profile_predictions_loss: 905.7491 - logcount_predictions_loss: 0.7052 29/2019 [..............................] - ETA: 4:37 - loss: 924.5869 - logits_profile_predictions_loss: 905.6447 - logcount_predictions_loss: 0.7068 30/2019 [..............................] - ETA: 4:37 - loss: 924.4853 - logits_profile_predictions_loss: 905.5116 - logcount_predictions_loss: 0.7080 31/2019 [..............................] - ETA: 4:37 - loss: 924.4814 - logits_profile_predictions_loss: 905.4833 - logcount_predictions_loss: 0.7089 32/2019 [..............................] - ETA: 4:37 - loss: 924.6186 - logits_profile_predictions_loss: 905.5976 - logcount_predictions_loss: 0.7097 33/2019 [..............................] - ETA: 4:37 - loss: 924.7872 - logits_profile_predictions_loss: 905.7456 - logcount_predictions_loss: 0.7105 34/2019 [..............................] - ETA: 4:37 - loss: 925.0798 - logits_profile_predictions_loss: 906.0227 - logcount_predictions_loss: 0.7111 35/2019 [..............................] - ETA: 4:36 - loss: 925.3459 - logits_profile_predictions_loss: 906.2718 - logcount_predictions_loss: 0.7117 36/2019 [..............................] - ETA: 4:36 - 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43/2019 [..............................] - ETA: 4:35 - loss: 925.7604 - logits_profile_predictions_loss: 906.5926 - logcount_predictions_loss: 0.7152 44/2019 [..............................] - ETA: 4:35 - loss: 926.0124 - logits_profile_predictions_loss: 906.8411 - logcount_predictions_loss: 0.7153 45/2019 [..............................] - ETA: 4:35 - loss: 926.3358 - logits_profile_predictions_loss: 907.1609 - logcount_predictions_loss: 0.7155 46/2019 [..............................] - ETA: 4:35 - loss: 926.5791 - logits_profile_predictions_loss: 907.4035 - logcount_predictions_loss: 0.7155 47/2019 [..............................] - ETA: 4:35 - loss: 926.8514 - logits_profile_predictions_loss: 907.6781 - logcount_predictions_loss: 0.7154 48/2019 [..............................] - ETA: 4:34 - loss: 927.0813 - logits_profile_predictions_loss: 907.9082 - logcount_predictions_loss: 0.7154 49/2019 [..............................] - ETA: 4:34 - loss: 927.3176 - 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[..............................] - ETA: 4:33 - loss: 928.9559 - logits_profile_predictions_loss: 909.8068 - logcount_predictions_loss: 0.7145 57/2019 [..............................] - ETA: 4:33 - loss: 929.2191 - logits_profile_predictions_loss: 910.0737 - logcount_predictions_loss: 0.7144 58/2019 [..............................] - ETA: 4:33 - loss: 929.4781 - logits_profile_predictions_loss: 910.3343 - logcount_predictions_loss: 0.7143 59/2019 [..............................] - ETA: 4:33 - loss: 929.7459 - logits_profile_predictions_loss: 910.6052 - logcount_predictions_loss: 0.7142 60/2019 [..............................] - ETA: 4:33 - loss: 929.9912 - logits_profile_predictions_loss: 910.8552 - logcount_predictions_loss: 0.7140 61/2019 [..............................] - ETA: 4:33 - loss: 930.2446 - logits_profile_predictions_loss: 911.1142 - logcount_predictions_loss: 0.7138 62/2019 [..............................] - ETA: 4:32 - loss: 930.4666 - logits_profile_predictions_loss: 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[>.............................] - ETA: 4:29 - loss: 934.8475 - logits_profile_predictions_loss: 915.8918 - logcount_predictions_loss: 0.7073 90/2019 [>.............................] - ETA: 4:28 - loss: 935.0033 - logits_profile_predictions_loss: 916.0520 - logcount_predictions_loss: 0.7071 91/2019 [>.............................] - ETA: 4:28 - loss: 935.1494 - logits_profile_predictions_loss: 916.2022 - logcount_predictions_loss: 0.7070 92/2019 [>.............................] - ETA: 4:28 - loss: 935.2803 - logits_profile_predictions_loss: 916.3373 - logcount_predictions_loss: 0.7068 93/2019 [>.............................] - ETA: 4:28 - loss: 935.4169 - logits_profile_predictions_loss: 916.4783 - logcount_predictions_loss: 0.7067 94/2019 [>.............................] - ETA: 4:28 - loss: 935.5606 - logits_profile_predictions_loss: 916.6254 - logcount_predictions_loss: 0.7065 95/2019 [>.............................] - ETA: 4:28 - loss: 935.7010 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 4:06 - loss: 947.1884 - logits_profile_predictions_loss: 928.4060 - logcount_predictions_loss: 0.7008 253/2019 [==>...........................] - ETA: 4:06 - loss: 947.2111 - logits_profile_predictions_loss: 928.4295 - logcount_predictions_loss: 0.7008 254/2019 [==>...........................] - ETA: 4:06 - loss: 947.2329 - logits_profile_predictions_loss: 928.4522 - logcount_predictions_loss: 0.7008 255/2019 [==>...........................] - ETA: 4:06 - loss: 947.2550 - logits_profile_predictions_loss: 928.4751 - logcount_predictions_loss: 0.7007 256/2019 [==>...........................] - ETA: 4:05 - loss: 947.2749 - logits_profile_predictions_loss: 928.4959 - logcount_predictions_loss: 0.7007 257/2019 [==>...........................] - ETA: 4:05 - loss: 947.2961 - logits_profile_predictions_loss: 928.5178 - logcount_predictions_loss: 0.7007 258/2019 [==>...........................] - ETA: 4:05 - loss: 947.3164 - 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[==>...........................] - ETA: 4:04 - loss: 947.4691 - logits_profile_predictions_loss: 928.6980 - logcount_predictions_loss: 0.7004 266/2019 [==>...........................] - ETA: 4:04 - loss: 947.4826 - logits_profile_predictions_loss: 928.7125 - logcount_predictions_loss: 0.7004 267/2019 [==>...........................] - ETA: 4:04 - loss: 947.4973 - logits_profile_predictions_loss: 928.7282 - logcount_predictions_loss: 0.7003 268/2019 [==>...........................] - ETA: 4:04 - loss: 947.5109 - logits_profile_predictions_loss: 928.7428 - logcount_predictions_loss: 0.7003 269/2019 [==>...........................] - ETA: 4:04 - loss: 947.5268 - logits_profile_predictions_loss: 928.7598 - logcount_predictions_loss: 0.7002 270/2019 [===>..........................] - ETA: 4:04 - loss: 947.5411 - logits_profile_predictions_loss: 928.7751 - logcount_predictions_loss: 0.7002 271/2019 [===>..........................] - ETA: 4:03 - loss: 947.5556 - 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[===>..........................] - ETA: 4:01 - loss: 947.9492 - logits_profile_predictions_loss: 929.2005 - logcount_predictions_loss: 0.6996 292/2019 [===>..........................] - ETA: 4:00 - loss: 947.9735 - logits_profile_predictions_loss: 929.2256 - logcount_predictions_loss: 0.6995 293/2019 [===>..........................] - ETA: 4:00 - loss: 947.9963 - logits_profile_predictions_loss: 929.2492 - logcount_predictions_loss: 0.6995 294/2019 [===>..........................] - ETA: 4:00 - loss: 948.0168 - logits_profile_predictions_loss: 929.2705 - logcount_predictions_loss: 0.6995 295/2019 [===>..........................] - ETA: 4:00 - loss: 948.0390 - logits_profile_predictions_loss: 929.2935 - logcount_predictions_loss: 0.6994 296/2019 [===>..........................] - ETA: 4:00 - loss: 948.0625 - logits_profile_predictions_loss: 929.3179 - logcount_predictions_loss: 0.6994 297/2019 [===>..........................] - ETA: 4:00 - loss: 948.0866 - logits_profile_predictions_loss: 929.3428 - logcount_predictions_loss: 0.6994 298/2019 [===>..........................] - ETA: 4:00 - loss: 948.1099 - logits_profile_predictions_loss: 929.3669 - logcount_predictions_loss: 0.6994 299/2019 [===>..........................] - ETA: 3:59 - loss: 948.1317 - logits_profile_predictions_loss: 929.3895 - logcount_predictions_loss: 0.6993 300/2019 [===>..........................] - ETA: 3:59 - loss: 948.1527 - logits_profile_predictions_loss: 929.4114 - logcount_predictions_loss: 0.6993 301/2019 [===>..........................] - ETA: 3:59 - loss: 948.1745 - logits_profile_predictions_loss: 929.4341 - logcount_predictions_loss: 0.6993 302/2019 [===>..........................] - ETA: 3:59 - loss: 948.1952 - logits_profile_predictions_loss: 929.4556 - logcount_predictions_loss: 0.6992 303/2019 [===>..........................] - ETA: 3:59 - loss: 948.2145 - logits_profile_predictions_loss: 929.4759 - logcount_predictions_loss: 0.6992 304/2019 [===>..........................] - ETA: 3:59 - loss: 948.2326 - logits_profile_predictions_loss: 929.4950 - logcount_predictions_loss: 0.6992 305/2019 [===>..........................] - ETA: 3:59 - loss: 948.2502 - logits_profile_predictions_loss: 929.5135 - logcount_predictions_loss: 0.6991 306/2019 [===>..........................] - ETA: 3:58 - loss: 948.2663 - logits_profile_predictions_loss: 929.5306 - logcount_predictions_loss: 0.6991 307/2019 [===>..........................] - ETA: 3:58 - loss: 948.2841 - logits_profile_predictions_loss: 929.5494 - logcount_predictions_loss: 0.6990 308/2019 [===>..........................] - ETA: 3:58 - loss: 948.3038 - logits_profile_predictions_loss: 929.5700 - logcount_predictions_loss: 0.6990 309/2019 [===>..........................] - ETA: 3:58 - loss: 948.3243 - logits_profile_predictions_loss: 929.5915 - logcount_predictions_loss: 0.6990 310/2019 [===>..........................] - ETA: 3:58 - loss: 948.3431 - logits_profile_predictions_loss: 929.6112 - logcount_predictions_loss: 0.6989 311/2019 [===>..........................] - ETA: 3:58 - loss: 948.3619 - logits_profile_predictions_loss: 929.6309 - logcount_predictions_loss: 0.6989 312/2019 [===>..........................] - ETA: 3:58 - loss: 948.3807 - logits_profile_predictions_loss: 929.6507 - logcount_predictions_loss: 0.6989 313/2019 [===>..........................] - ETA: 3:57 - loss: 948.3984 - logits_profile_predictions_loss: 929.6693 - logcount_predictions_loss: 0.6988 314/2019 [===>..........................] - ETA: 3:57 - loss: 948.4137 - logits_profile_predictions_loss: 929.6856 - logcount_predictions_loss: 0.6988 315/2019 [===>..........................] - ETA: 3:57 - loss: 948.4294 - logits_profile_predictions_loss: 929.7022 - logcount_predictions_loss: 0.6988 316/2019 [===>..........................] - ETA: 3:57 - loss: 948.4440 - logits_profile_predictions_loss: 929.7178 - logcount_predictions_loss: 0.6987 317/2019 [===>..........................] - ETA: 3:57 - loss: 948.4574 - logits_profile_predictions_loss: 929.7322 - logcount_predictions_loss: 0.6987 318/2019 [===>..........................] - ETA: 3:57 - loss: 948.4694 - logits_profile_predictions_loss: 929.7452 - logcount_predictions_loss: 0.6986 319/2019 [===>..........................] - ETA: 3:57 - loss: 948.4807 - logits_profile_predictions_loss: 929.7575 - logcount_predictions_loss: 0.6986 320/2019 [===>..........................] - ETA: 3:56 - loss: 948.4937 - logits_profile_predictions_loss: 929.7716 - logcount_predictions_loss: 0.6986 321/2019 [===>..........................] - ETA: 3:56 - loss: 948.5073 - logits_profile_predictions_loss: 929.7862 - logcount_predictions_loss: 0.6985 322/2019 [===>..........................] - ETA: 3:56 - loss: 948.5192 - logits_profile_predictions_loss: 929.7991 - logcount_predictions_loss: 0.6985 323/2019 [===>..........................] - ETA: 3:56 - loss: 948.5323 - logits_profile_predictions_loss: 929.8132 - logcount_predictions_loss: 0.6985 324/2019 [===>..........................] - ETA: 3:56 - loss: 948.5471 - logits_profile_predictions_loss: 929.8290 - logcount_predictions_loss: 0.6984 325/2019 [===>..........................] - ETA: 3:56 - loss: 948.5620 - logits_profile_predictions_loss: 929.8449 - logcount_predictions_loss: 0.6984 326/2019 [===>..........................] - ETA: 3:56 - loss: 948.5771 - logits_profile_predictions_loss: 929.8609 - logcount_predictions_loss: 0.6983 327/2019 [===>..........................] - ETA: 3:55 - loss: 948.5934 - logits_profile_predictions_loss: 929.8783 - logcount_predictions_loss: 0.6983 328/2019 [===>..........................] - ETA: 3:55 - loss: 948.6119 - logits_profile_predictions_loss: 929.8979 - logcount_predictions_loss: 0.6983 329/2019 [===>..........................] - ETA: 3:55 - loss: 948.6303 - logits_profile_predictions_loss: 929.9172 - logcount_predictions_loss: 0.6982 330/2019 [===>..........................] - ETA: 3:55 - loss: 948.6477 - logits_profile_predictions_loss: 929.9357 - logcount_predictions_loss: 0.6982 331/2019 [===>..........................] - ETA: 3:55 - loss: 948.6653 - logits_profile_predictions_loss: 929.9543 - logcount_predictions_loss: 0.6982 332/2019 [===>..........................] - ETA: 3:55 - loss: 948.6820 - logits_profile_predictions_loss: 929.9720 - logcount_predictions_loss: 0.6981 333/2019 [===>..........................] - ETA: 3:55 - loss: 948.6976 - logits_profile_predictions_loss: 929.9887 - logcount_predictions_loss: 0.6981 334/2019 [===>..........................] - ETA: 3:54 - loss: 948.7130 - logits_profile_predictions_loss: 930.0051 - logcount_predictions_loss: 0.6980 335/2019 [===>..........................] - ETA: 3:54 - loss: 948.7277 - logits_profile_predictions_loss: 930.0209 - logcount_predictions_loss: 0.6980 336/2019 [===>..........................] - ETA: 3:54 - loss: 948.7417 - logits_profile_predictions_loss: 930.0359 - logcount_predictions_loss: 0.6980 337/2019 [====>.........................] - ETA: 3:54 - loss: 948.7571 - logits_profile_predictions_loss: 930.0524 - logcount_predictions_loss: 0.6979 338/2019 [====>.........................] - ETA: 3:54 - loss: 948.7738 - logits_profile_predictions_loss: 930.0701 - logcount_predictions_loss: 0.6979 339/2019 [====>.........................] - ETA: 3:54 - loss: 948.7901 - logits_profile_predictions_loss: 930.0875 - logcount_predictions_loss: 0.6978 340/2019 [====>.........................] - ETA: 3:54 - loss: 948.8066 - logits_profile_predictions_loss: 930.1051 - logcount_predictions_loss: 0.6978 341/2019 [====>.........................] - ETA: 3:53 - loss: 948.8220 - logits_profile_predictions_loss: 930.1215 - logcount_predictions_loss: 0.6978 342/2019 [====>.........................] - ETA: 3:53 - loss: 948.8370 - logits_profile_predictions_loss: 930.1376 - logcount_predictions_loss: 0.6977 343/2019 [====>.........................] - ETA: 3:53 - loss: 948.8524 - logits_profile_predictions_loss: 930.1540 - logcount_predictions_loss: 0.6977 344/2019 [====>.........................] - ETA: 3:53 - loss: 948.8691 - logits_profile_predictions_loss: 930.1717 - logcount_predictions_loss: 0.6976 345/2019 [====>.........................] - ETA: 3:53 - loss: 948.8874 - logits_profile_predictions_loss: 930.1910 - logcount_predictions_loss: 0.6976 346/2019 [====>.........................] - ETA: 3:53 - loss: 948.9038 - logits_profile_predictions_loss: 930.2084 - logcount_predictions_loss: 0.6976 347/2019 [====>.........................] - ETA: 3:53 - loss: 948.9195 - logits_profile_predictions_loss: 930.2251 - logcount_predictions_loss: 0.6975 348/2019 [====>.........................] - ETA: 3:52 - loss: 948.9349 - logits_profile_predictions_loss: 930.2416 - logcount_predictions_loss: 0.6975 349/2019 [====>.........................] - ETA: 3:52 - loss: 948.9507 - logits_profile_predictions_loss: 930.2584 - logcount_predictions_loss: 0.6975 350/2019 [====>.........................] - ETA: 3:52 - loss: 948.9674 - logits_profile_predictions_loss: 930.2761 - logcount_predictions_loss: 0.6974 351/2019 [====>.........................] - ETA: 3:52 - loss: 948.9845 - logits_profile_predictions_loss: 930.2941 - logcount_predictions_loss: 0.6974 352/2019 [====>.........................] - ETA: 3:52 - loss: 949.0010 - logits_profile_predictions_loss: 930.3116 - logcount_predictions_loss: 0.6974 353/2019 [====>.........................] - ETA: 3:52 - loss: 949.0182 - logits_profile_predictions_loss: 930.3297 - logcount_predictions_loss: 0.6973 354/2019 [====>.........................] - ETA: 3:52 - loss: 949.0370 - logits_profile_predictions_loss: 930.3495 - logcount_predictions_loss: 0.6973 355/2019 [====>.........................] - ETA: 3:52 - loss: 949.0544 - logits_profile_predictions_loss: 930.3678 - logcount_predictions_loss: 0.6972 356/2019 [====>.........................] - ETA: 3:51 - loss: 949.0728 - logits_profile_predictions_loss: 930.3871 - logcount_predictions_loss: 0.6972 357/2019 [====>.........................] - ETA: 3:51 - loss: 949.0902 - logits_profile_predictions_loss: 930.4053 - logcount_predictions_loss: 0.6972 358/2019 [====>.........................] - ETA: 3:51 - loss: 949.1070 - logits_profile_predictions_loss: 930.4231 - logcount_predictions_loss: 0.6971 359/2019 [====>.........................] - ETA: 3:51 - loss: 949.1239 - logits_profile_predictions_loss: 930.4407 - logcount_predictions_loss: 0.6971 360/2019 [====>.........................] - ETA: 3:51 - loss: 949.1380 - logits_profile_predictions_loss: 930.4557 - logcount_predictions_loss: 0.6971 361/2019 [====>.........................] - ETA: 3:51 - loss: 949.1525 - logits_profile_predictions_loss: 930.4709 - logcount_predictions_loss: 0.6971 362/2019 [====>.........................] - ETA: 3:51 - loss: 949.1684 - 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val_logits_profile_predictions_loss: 1141.5393 - val_logcount_predictions_loss: 0.8469 Epoch 00014: val_loss did not improve from 1136.90417 Epoch 15/50 1/2019 [..............................] - ETA: 5:14 - loss: 987.8594 - logits_profile_predictions_loss: 970.0437 - logcount_predictions_loss: 0.6648 2/2019 [..............................] - ETA: 4:58 - loss: 992.4099 - logits_profile_predictions_loss: 972.5085 - logcount_predictions_loss: 0.7426 3/2019 [..............................] - ETA: 4:51 - loss: 984.3309 - logits_profile_predictions_loss: 963.9617 - logcount_predictions_loss: 0.7600 4/2019 [..............................] - ETA: 4:47 - loss: 972.6614 - logits_profile_predictions_loss: 952.4525 - logcount_predictions_loss: 0.7541 5/2019 [..............................] - ETA: 4:45 - loss: 959.2112 - logits_profile_predictions_loss: 939.1002 - logcount_predictions_loss: 0.7504 6/2019 [..............................] - ETA: 4:44 - loss: 953.9381 - logits_profile_predictions_loss: 933.8615 - logcount_predictions_loss: 0.7491 7/2019 [..............................] - ETA: 4:43 - loss: 953.9970 - logits_profile_predictions_loss: 933.8062 - logcount_predictions_loss: 0.7534 8/2019 [..............................] - ETA: 4:43 - loss: 951.3142 - logits_profile_predictions_loss: 931.1367 - logcount_predictions_loss: 0.7529 9/2019 [..............................] - ETA: 4:42 - loss: 951.5519 - logits_profile_predictions_loss: 931.4454 - logcount_predictions_loss: 0.7502 10/2019 [..............................] - ETA: 4:42 - loss: 952.9784 - logits_profile_predictions_loss: 932.9069 - logcount_predictions_loss: 0.7489 11/2019 [..............................] - ETA: 4:41 - loss: 954.5251 - logits_profile_predictions_loss: 934.5166 - logcount_predictions_loss: 0.7466 12/2019 [..............................] - ETA: 4:41 - loss: 955.5886 - logits_profile_predictions_loss: 935.6718 - logcount_predictions_loss: 0.7432 13/2019 [..............................] - ETA: 4:41 - loss: 956.0910 - logits_profile_predictions_loss: 936.2457 - logcount_predictions_loss: 0.7405 14/2019 [..............................] - ETA: 4:40 - loss: 956.0611 - logits_profile_predictions_loss: 936.2671 - logcount_predictions_loss: 0.7386 15/2019 [..............................] - ETA: 4:40 - loss: 955.4496 - logits_profile_predictions_loss: 935.6992 - logcount_predictions_loss: 0.7370 16/2019 [..............................] - ETA: 4:40 - loss: 954.5661 - logits_profile_predictions_loss: 934.8500 - logcount_predictions_loss: 0.7357 17/2019 [..............................] - ETA: 4:40 - loss: 953.5896 - logits_profile_predictions_loss: 933.8975 - logcount_predictions_loss: 0.7348 18/2019 [..............................] - ETA: 4:39 - loss: 952.6852 - logits_profile_predictions_loss: 933.0202 - logcount_predictions_loss: 0.7338 19/2019 [..............................] - ETA: 4:39 - loss: 952.0403 - logits_profile_predictions_loss: 932.3922 - logcount_predictions_loss: 0.7331 20/2019 [..............................] - ETA: 4:39 - loss: 951.1316 - logits_profile_predictions_loss: 931.5048 - logcount_predictions_loss: 0.7323 21/2019 [..............................] - ETA: 4:39 - loss: 950.9839 - logits_profile_predictions_loss: 931.3720 - logcount_predictions_loss: 0.7318 22/2019 [..............................] - ETA: 4:39 - loss: 951.0104 - logits_profile_predictions_loss: 931.4182 - logcount_predictions_loss: 0.7311 23/2019 [..............................] - ETA: 4:39 - loss: 950.6367 - logits_profile_predictions_loss: 931.0654 - logcount_predictions_loss: 0.7303 24/2019 [..............................] - ETA: 4:38 - loss: 950.3306 - logits_profile_predictions_loss: 930.7822 - logcount_predictions_loss: 0.7294 25/2019 [..............................] - ETA: 4:38 - loss: 949.9652 - logits_profile_predictions_loss: 930.4349 - logcount_predictions_loss: 0.7287 26/2019 [..............................] - ETA: 4:38 - loss: 949.7020 - logits_profile_predictions_loss: 930.1805 - logcount_predictions_loss: 0.7284 27/2019 [..............................] - ETA: 4:38 - loss: 949.3539 - logits_profile_predictions_loss: 929.8412 - logcount_predictions_loss: 0.7281 28/2019 [..............................] - ETA: 4:38 - loss: 949.0081 - logits_profile_predictions_loss: 929.5041 - logcount_predictions_loss: 0.7278 29/2019 [..............................] - ETA: 4:38 - loss: 948.6408 - logits_profile_predictions_loss: 929.1454 - logcount_predictions_loss: 0.7274 30/2019 [..............................] - ETA: 4:37 - loss: 948.3110 - logits_profile_predictions_loss: 928.8293 - logcount_predictions_loss: 0.7269 31/2019 [..............................] - ETA: 4:37 - loss: 947.9968 - logits_profile_predictions_loss: 928.5228 - logcount_predictions_loss: 0.7266 32/2019 [..............................] - ETA: 4:37 - loss: 947.6436 - logits_profile_predictions_loss: 928.1841 - logcount_predictions_loss: 0.7261 33/2019 [..............................] - ETA: 4:37 - loss: 947.0642 - logits_profile_predictions_loss: 927.6188 - logcount_predictions_loss: 0.7256 34/2019 [..............................] - ETA: 4:37 - loss: 946.7158 - logits_profile_predictions_loss: 927.2823 - logcount_predictions_loss: 0.7251 35/2019 [..............................] - ETA: 4:37 - loss: 946.2320 - logits_profile_predictions_loss: 926.8113 - logcount_predictions_loss: 0.7247 36/2019 [..............................] - ETA: 4:36 - loss: 945.8741 - logits_profile_predictions_loss: 926.4601 - logcount_predictions_loss: 0.7244 37/2019 [..............................] - ETA: 4:36 - loss: 945.5383 - logits_profile_predictions_loss: 926.1337 - logcount_predictions_loss: 0.7241 38/2019 [..............................] - ETA: 4:36 - loss: 945.2286 - logits_profile_predictions_loss: 925.8345 - logcount_predictions_loss: 0.7237 39/2019 [..............................] - ETA: 4:36 - loss: 944.9182 - logits_profile_predictions_loss: 925.5348 - logcount_predictions_loss: 0.7233 40/2019 [..............................] - ETA: 4:36 - loss: 944.6816 - logits_profile_predictions_loss: 925.3083 - logcount_predictions_loss: 0.7229 41/2019 [..............................] - ETA: 4:36 - loss: 944.5570 - logits_profile_predictions_loss: 925.1931 - logcount_predictions_loss: 0.7225 42/2019 [..............................] - ETA: 4:35 - loss: 944.4895 - logits_profile_predictions_loss: 925.1361 - logcount_predictions_loss: 0.7221 43/2019 [..............................] - ETA: 4:35 - loss: 944.4126 - logits_profile_predictions_loss: 925.0672 - logcount_predictions_loss: 0.7218 44/2019 [..............................] - ETA: 4:35 - loss: 944.2969 - logits_profile_predictions_loss: 924.9565 - logcount_predictions_loss: 0.7217 45/2019 [..............................] - ETA: 4:35 - loss: 944.4735 - logits_profile_predictions_loss: 925.1388 - logcount_predictions_loss: 0.7214 46/2019 [..............................] - ETA: 4:35 - loss: 944.5892 - logits_profile_predictions_loss: 925.2595 - logcount_predictions_loss: 0.7213 47/2019 [..............................] - ETA: 4:35 - loss: 944.7069 - logits_profile_predictions_loss: 925.3826 - logcount_predictions_loss: 0.7211 48/2019 [..............................] - ETA: 4:34 - loss: 944.8788 - logits_profile_predictions_loss: 925.5613 - logcount_predictions_loss: 0.7208 49/2019 [..............................] - ETA: 4:34 - loss: 945.0513 - logits_profile_predictions_loss: 925.7397 - logcount_predictions_loss: 0.7206 50/2019 [..............................] - ETA: 4:34 - loss: 945.2060 - logits_profile_predictions_loss: 925.9023 - logcount_predictions_loss: 0.7203 51/2019 [..............................] - ETA: 4:34 - loss: 945.3840 - logits_profile_predictions_loss: 926.0890 - logcount_predictions_loss: 0.7200 52/2019 [..............................] - ETA: 4:34 - loss: 945.5257 - logits_profile_predictions_loss: 926.2410 - logcount_predictions_loss: 0.7196 53/2019 [..............................] - ETA: 4:34 - loss: 945.7026 - logits_profile_predictions_loss: 926.4274 - logcount_predictions_loss: 0.7192 54/2019 [..............................] - ETA: 4:34 - loss: 945.8904 - logits_profile_predictions_loss: 926.6247 - logcount_predictions_loss: 0.7189 55/2019 [..............................] - ETA: 4:33 - loss: 946.0837 - logits_profile_predictions_loss: 926.8271 - logcount_predictions_loss: 0.7185 56/2019 [..............................] - ETA: 4:33 - loss: 946.1832 - logits_profile_predictions_loss: 926.9365 - logcount_predictions_loss: 0.7182 57/2019 [..............................] - ETA: 4:33 - loss: 946.3144 - logits_profile_predictions_loss: 927.0785 - logcount_predictions_loss: 0.7178 58/2019 [..............................] - ETA: 4:33 - loss: 946.4795 - logits_profile_predictions_loss: 927.2543 - logcount_predictions_loss: 0.7174 59/2019 [..............................] - ETA: 4:33 - loss: 946.6075 - logits_profile_predictions_loss: 927.3909 - logcount_predictions_loss: 0.7170 60/2019 [..............................] - ETA: 4:33 - loss: 946.7128 - logits_profile_predictions_loss: 927.5045 - logcount_predictions_loss: 0.7167 61/2019 [..............................] - ETA: 4:32 - loss: 946.8012 - logits_profile_predictions_loss: 927.6012 - logcount_predictions_loss: 0.7164 62/2019 [..............................] - ETA: 4:32 - loss: 946.8629 - logits_profile_predictions_loss: 927.6694 - logcount_predictions_loss: 0.7162 63/2019 [..............................] - ETA: 4:32 - loss: 946.9554 - logits_profile_predictions_loss: 927.7694 - logcount_predictions_loss: 0.7159 64/2019 [..............................] - ETA: 4:32 - loss: 947.0635 - logits_profile_predictions_loss: 927.8855 - logcount_predictions_loss: 0.7156 65/2019 [..............................] - ETA: 4:32 - loss: 947.1559 - logits_profile_predictions_loss: 927.9862 - logcount_predictions_loss: 0.7153 66/2019 [..............................] - ETA: 4:32 - loss: 947.2744 - logits_profile_predictions_loss: 928.1130 - logcount_predictions_loss: 0.7150 67/2019 [..............................] - ETA: 4:32 - loss: 947.4649 - logits_profile_predictions_loss: 928.3125 - logcount_predictions_loss: 0.7146 68/2019 [>.............................] - ETA: 4:31 - loss: 947.6541 - logits_profile_predictions_loss: 928.5113 - logcount_predictions_loss: 0.7143 69/2019 [>.............................] - ETA: 4:31 - loss: 947.8742 - logits_profile_predictions_loss: 928.7395 - logcount_predictions_loss: 0.7140 70/2019 [>.............................] - ETA: 4:31 - loss: 948.0523 - logits_profile_predictions_loss: 928.9266 - logcount_predictions_loss: 0.7136 71/2019 [>.............................] - ETA: 4:31 - loss: 948.2088 - logits_profile_predictions_loss: 929.0930 - logcount_predictions_loss: 0.7133 72/2019 [>.............................] - ETA: 4:31 - loss: 948.3400 - logits_profile_predictions_loss: 929.2342 - logcount_predictions_loss: 0.7129 73/2019 [>.............................] - ETA: 4:31 - loss: 948.4838 - logits_profile_predictions_loss: 929.3873 - logcount_predictions_loss: 0.7126 74/2019 [>.............................] - ETA: 4:31 - loss: 948.5842 - logits_profile_predictions_loss: 929.4966 - logcount_predictions_loss: 0.7122 75/2019 [>.............................] - ETA: 4:30 - loss: 948.6556 - logits_profile_predictions_loss: 929.5781 - logcount_predictions_loss: 0.7119 76/2019 [>.............................] - ETA: 4:30 - loss: 948.7451 - logits_profile_predictions_loss: 929.6769 - logcount_predictions_loss: 0.7115 77/2019 [>.............................] - ETA: 4:30 - loss: 948.8616 - logits_profile_predictions_loss: 929.8034 - logcount_predictions_loss: 0.7111 78/2019 [>.............................] - ETA: 4:30 - loss: 948.9626 - logits_profile_predictions_loss: 929.9147 - logcount_predictions_loss: 0.7107 79/2019 [>.............................] - ETA: 4:30 - loss: 949.0572 - logits_profile_predictions_loss: 930.0193 - logcount_predictions_loss: 0.7104 80/2019 [>.............................] - ETA: 4:30 - loss: 949.1847 - logits_profile_predictions_loss: 930.1575 - logcount_predictions_loss: 0.7100 81/2019 [>.............................] - ETA: 4:30 - loss: 949.3053 - logits_profile_predictions_loss: 930.2887 - logcount_predictions_loss: 0.7096 82/2019 [>.............................] - ETA: 4:29 - loss: 949.4531 - logits_profile_predictions_loss: 930.4471 - logcount_predictions_loss: 0.7092 83/2019 [>.............................] - ETA: 4:29 - loss: 949.5917 - logits_profile_predictions_loss: 930.5960 - logcount_predictions_loss: 0.7088 84/2019 [>.............................] - ETA: 4:29 - loss: 949.7138 - logits_profile_predictions_loss: 930.7289 - logcount_predictions_loss: 0.7084 85/2019 [>.............................] - ETA: 4:29 - loss: 949.8669 - logits_profile_predictions_loss: 930.8926 - logcount_predictions_loss: 0.7080 86/2019 [>.............................] - ETA: 4:29 - loss: 950.0362 - logits_profile_predictions_loss: 931.0715 - logcount_predictions_loss: 0.7076 87/2019 [>.............................] - ETA: 4:29 - loss: 950.1926 - logits_profile_predictions_loss: 931.2375 - logcount_predictions_loss: 0.7073 88/2019 [>.............................] - ETA: 4:29 - loss: 950.3447 - logits_profile_predictions_loss: 931.3994 - logcount_predictions_loss: 0.7069 89/2019 [>.............................] - ETA: 4:28 - loss: 950.5016 - logits_profile_predictions_loss: 931.5659 - logcount_predictions_loss: 0.7066 90/2019 [>.............................] - ETA: 4:28 - loss: 950.6322 - logits_profile_predictions_loss: 931.7056 - logcount_predictions_loss: 0.7062 91/2019 [>.............................] - ETA: 4:28 - loss: 950.7430 - logits_profile_predictions_loss: 931.8252 - logcount_predictions_loss: 0.7059 92/2019 [>.............................] - ETA: 4:28 - loss: 950.8454 - logits_profile_predictions_loss: 931.9363 - logcount_predictions_loss: 0.7056 93/2019 [>.............................] - ETA: 4:28 - loss: 950.9519 - logits_profile_predictions_loss: 932.0518 - logcount_predictions_loss: 0.7052 94/2019 [>.............................] - ETA: 4:28 - loss: 951.0630 - logits_profile_predictions_loss: 932.1720 - logcount_predictions_loss: 0.7049 95/2019 [>.............................] - ETA: 4:28 - loss: 951.1508 - logits_profile_predictions_loss: 932.2691 - logcount_predictions_loss: 0.7045 96/2019 [>.............................] - ETA: 4:28 - loss: 951.2157 - logits_profile_predictions_loss: 932.3431 - logcount_predictions_loss: 0.7042 97/2019 [>.............................] - ETA: 4:27 - loss: 951.2742 - logits_profile_predictions_loss: 932.4102 - logcount_predictions_loss: 0.7039 98/2019 [>.............................] - ETA: 4:27 - loss: 951.3141 - logits_profile_predictions_loss: 932.4587 - logcount_predictions_loss: 0.7036 99/2019 [>.............................] - ETA: 4:27 - loss: 951.3571 - logits_profile_predictions_loss: 932.5100 - logcount_predictions_loss: 0.7032 100/2019 [>.............................] - ETA: 4:27 - loss: 951.4019 - logits_profile_predictions_loss: 932.5627 - logcount_predictions_loss: 0.7030 101/2019 [>.............................] - ETA: 4:27 - loss: 951.4718 - logits_profile_predictions_loss: 932.6407 - logcount_predictions_loss: 0.7027 102/2019 [>.............................] - ETA: 4:27 - loss: 951.5438 - logits_profile_predictions_loss: 932.7205 - logcount_predictions_loss: 0.7024 103/2019 [>.............................] - ETA: 4:26 - loss: 951.5920 - logits_profile_predictions_loss: 932.7760 - logcount_predictions_loss: 0.7021 104/2019 [>.............................] - ETA: 4:27 - loss: 951.6512 - logits_profile_predictions_loss: 932.8433 - logcount_predictions_loss: 0.7018 105/2019 [>.............................] - ETA: 4:27 - loss: 951.7241 - logits_profile_predictions_loss: 932.9241 - logcount_predictions_loss: 0.7015 106/2019 [>.............................] - ETA: 4:26 - loss: 951.7995 - logits_profile_predictions_loss: 933.0074 - logcount_predictions_loss: 0.7012 107/2019 [>.............................] - ETA: 4:26 - loss: 951.8727 - logits_profile_predictions_loss: 933.0880 - logcount_predictions_loss: 0.7009 108/2019 [>.............................] - ETA: 4:26 - loss: 951.9437 - logits_profile_predictions_loss: 933.1659 - logcount_predictions_loss: 0.7007 109/2019 [>.............................] - ETA: 4:26 - loss: 952.0221 - logits_profile_predictions_loss: 933.2518 - logcount_predictions_loss: 0.7004 110/2019 [>.............................] - ETA: 4:26 - loss: 952.0977 - logits_profile_predictions_loss: 933.3353 - logcount_predictions_loss: 0.7001 111/2019 [>.............................] - ETA: 4:26 - loss: 952.1870 - logits_profile_predictions_loss: 933.4325 - logcount_predictions_loss: 0.6998 112/2019 [>.............................] - ETA: 4:26 - loss: 952.2732 - logits_profile_predictions_loss: 933.5265 - logcount_predictions_loss: 0.6995 113/2019 [>.............................] - ETA: 4:25 - loss: 952.3456 - logits_profile_predictions_loss: 933.6065 - logcount_predictions_loss: 0.6992 114/2019 [>.............................] - ETA: 4:25 - loss: 952.4135 - logits_profile_predictions_loss: 933.6815 - logcount_predictions_loss: 0.6990 115/2019 [>.............................] - ETA: 4:25 - loss: 952.4785 - logits_profile_predictions_loss: 933.7535 - logcount_predictions_loss: 0.6987 116/2019 [>.............................] - ETA: 4:25 - loss: 952.5615 - logits_profile_predictions_loss: 933.8430 - logcount_predictions_loss: 0.6985 117/2019 [>.............................] - ETA: 4:25 - loss: 952.6312 - logits_profile_predictions_loss: 933.9192 - logcount_predictions_loss: 0.6982 118/2019 [>.............................] - ETA: 4:25 - loss: 952.7126 - logits_profile_predictions_loss: 934.0071 - logcount_predictions_loss: 0.6980 119/2019 [>.............................] - ETA: 4:25 - loss: 952.8038 - logits_profile_predictions_loss: 934.1047 - logcount_predictions_loss: 0.6977 120/2019 [>.............................] - ETA: 4:24 - loss: 952.8926 - logits_profile_predictions_loss: 934.1994 - logcount_predictions_loss: 0.6975 121/2019 [>.............................] - ETA: 4:24 - loss: 952.9779 - logits_profile_predictions_loss: 934.2906 - logcount_predictions_loss: 0.6973 122/2019 [>.............................] - ETA: 4:24 - loss: 953.0589 - logits_profile_predictions_loss: 934.3773 - logcount_predictions_loss: 0.6971 123/2019 [>.............................] - ETA: 4:24 - loss: 953.1299 - logits_profile_predictions_loss: 934.4544 - logcount_predictions_loss: 0.6969 124/2019 [>.............................] - ETA: 4:24 - loss: 953.1999 - logits_profile_predictions_loss: 934.5304 - logcount_predictions_loss: 0.6966 125/2019 [>.............................] - ETA: 4:24 - loss: 953.2623 - logits_profile_predictions_loss: 934.5989 - logcount_predictions_loss: 0.6964 126/2019 [>.............................] - ETA: 4:24 - loss: 953.3141 - logits_profile_predictions_loss: 934.6569 - logcount_predictions_loss: 0.6962 127/2019 [>.............................] - ETA: 4:23 - loss: 953.3713 - logits_profile_predictions_loss: 934.7205 - logcount_predictions_loss: 0.6959 128/2019 [>.............................] - ETA: 4:23 - loss: 953.4202 - logits_profile_predictions_loss: 934.7759 - logcount_predictions_loss: 0.6957 129/2019 [>.............................] - ETA: 4:23 - loss: 953.4877 - logits_profile_predictions_loss: 934.8495 - logcount_predictions_loss: 0.6955 130/2019 [>.............................] - ETA: 4:23 - loss: 953.5438 - logits_profile_predictions_loss: 934.9116 - logcount_predictions_loss: 0.6952 131/2019 [>.............................] - ETA: 4:23 - loss: 953.5924 - logits_profile_predictions_loss: 934.9659 - logcount_predictions_loss: 0.6950 132/2019 [>.............................] - ETA: 4:23 - loss: 953.6262 - logits_profile_predictions_loss: 935.0054 - logcount_predictions_loss: 0.6948 133/2019 [>.............................] - ETA: 4:23 - loss: 953.6611 - logits_profile_predictions_loss: 935.0459 - logcount_predictions_loss: 0.6946 134/2019 [>.............................] - ETA: 4:22 - loss: 953.6921 - logits_profile_predictions_loss: 935.0825 - logcount_predictions_loss: 0.6944 135/2019 [=>............................] - ETA: 4:22 - loss: 953.7181 - logits_profile_predictions_loss: 935.1141 - logcount_predictions_loss: 0.6942 136/2019 [=>............................] - ETA: 4:22 - loss: 953.7404 - logits_profile_predictions_loss: 935.1418 - logcount_predictions_loss: 0.6940 137/2019 [=>............................] - ETA: 4:22 - loss: 953.7659 - logits_profile_predictions_loss: 935.1730 - logcount_predictions_loss: 0.6938 138/2019 [=>............................] - ETA: 4:22 - loss: 953.7962 - logits_profile_predictions_loss: 935.2083 - logcount_predictions_loss: 0.6936 139/2019 [=>............................] - ETA: 4:22 - loss: 953.8226 - logits_profile_predictions_loss: 935.2399 - logcount_predictions_loss: 0.6934 140/2019 [=>............................] - ETA: 4:22 - loss: 953.8526 - logits_profile_predictions_loss: 935.2751 - logcount_predictions_loss: 0.6932 141/2019 [=>............................] - ETA: 4:21 - loss: 953.8878 - logits_profile_predictions_loss: 935.3157 - logcount_predictions_loss: 0.6930 142/2019 [=>............................] - ETA: 4:21 - loss: 953.9226 - logits_profile_predictions_loss: 935.3561 - logcount_predictions_loss: 0.6928 143/2019 [=>............................] - ETA: 4:21 - loss: 953.9571 - logits_profile_predictions_loss: 935.3959 - logcount_predictions_loss: 0.6926 144/2019 [=>............................] - ETA: 4:21 - loss: 953.9805 - logits_profile_predictions_loss: 935.4243 - logcount_predictions_loss: 0.6924 145/2019 [=>............................] - ETA: 4:21 - loss: 953.9974 - logits_profile_predictions_loss: 935.4460 - logcount_predictions_loss: 0.6922 146/2019 [=>............................] - ETA: 4:21 - loss: 954.0146 - logits_profile_predictions_loss: 935.4679 - logcount_predictions_loss: 0.6920 147/2019 [=>............................] - ETA: 4:21 - loss: 954.0340 - logits_profile_predictions_loss: 935.4919 - logcount_predictions_loss: 0.6919 148/2019 [=>............................] - ETA: 4:20 - loss: 954.0510 - logits_profile_predictions_loss: 935.5133 - logcount_predictions_loss: 0.6917 149/2019 [=>............................] - ETA: 4:20 - loss: 954.0670 - logits_profile_predictions_loss: 935.5337 - logcount_predictions_loss: 0.6915 150/2019 [=>............................] - ETA: 4:20 - loss: 954.0794 - logits_profile_predictions_loss: 935.5504 - logcount_predictions_loss: 0.6914 151/2019 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logits_profile_predictions_loss: 939.2250 - logcount_predictions_loss: 0.6846 288/2019 [===>..........................] - ETA: 4:01 - loss: 957.5788 - logits_profile_predictions_loss: 939.2318 - logcount_predictions_loss: 0.6846 289/2019 [===>..........................] - ETA: 4:01 - loss: 957.5834 - logits_profile_predictions_loss: 939.2357 - logcount_predictions_loss: 0.6846 290/2019 [===>..........................] - ETA: 4:01 - loss: 957.5875 - logits_profile_predictions_loss: 939.2391 - logcount_predictions_loss: 0.6846 291/2019 [===>..........................] - ETA: 4:00 - loss: 957.5931 - logits_profile_predictions_loss: 939.2441 - logcount_predictions_loss: 0.6847 292/2019 [===>..........................] - ETA: 4:00 - loss: 957.5983 - logits_profile_predictions_loss: 939.2486 - logcount_predictions_loss: 0.6847 293/2019 [===>..........................] - ETA: 4:00 - loss: 957.6055 - logits_profile_predictions_loss: 939.2551 - logcount_predictions_loss: 0.6847 294/2019 [===>..........................] - ETA: 4:00 - loss: 957.6129 - logits_profile_predictions_loss: 939.2618 - logcount_predictions_loss: 0.6847 295/2019 [===>..........................] - ETA: 4:00 - loss: 957.6199 - logits_profile_predictions_loss: 939.2681 - logcount_predictions_loss: 0.6848 296/2019 [===>..........................] - ETA: 4:00 - loss: 957.6281 - logits_profile_predictions_loss: 939.2755 - logcount_predictions_loss: 0.6848 297/2019 [===>..........................] - ETA: 4:00 - loss: 957.6361 - logits_profile_predictions_loss: 939.2830 - logcount_predictions_loss: 0.6848 298/2019 [===>..........................] - ETA: 3:59 - loss: 957.6449 - logits_profile_predictions_loss: 939.2911 - logcount_predictions_loss: 0.6848 299/2019 [===>..........................] - ETA: 3:59 - loss: 957.6531 - logits_profile_predictions_loss: 939.2987 - logcount_predictions_loss: 0.6849 300/2019 [===>..........................] - ETA: 3:59 - loss: 957.6623 - logits_profile_predictions_loss: 939.3073 - logcount_predictions_loss: 0.6849 301/2019 [===>..........................] - ETA: 3:59 - loss: 957.6693 - logits_profile_predictions_loss: 939.3138 - logcount_predictions_loss: 0.6849 302/2019 [===>..........................] - ETA: 3:59 - loss: 957.6768 - logits_profile_predictions_loss: 939.3207 - logcount_predictions_loss: 0.6849 303/2019 [===>..........................] - ETA: 3:59 - loss: 957.6837 - logits_profile_predictions_loss: 939.3269 - logcount_predictions_loss: 0.6850 304/2019 [===>..........................] - ETA: 3:59 - loss: 957.6900 - logits_profile_predictions_loss: 939.3325 - logcount_predictions_loss: 0.6850 305/2019 [===>..........................] - ETA: 3:58 - loss: 957.6936 - logits_profile_predictions_loss: 939.3355 - logcount_predictions_loss: 0.6850 306/2019 [===>..........................] - ETA: 3:58 - loss: 957.6972 - logits_profile_predictions_loss: 939.3385 - logcount_predictions_loss: 0.6850 307/2019 [===>..........................] - ETA: 3:58 - loss: 957.7021 - logits_profile_predictions_loss: 939.3427 - logcount_predictions_loss: 0.6851 308/2019 [===>..........................] - ETA: 3:58 - loss: 957.7076 - logits_profile_predictions_loss: 939.3475 - logcount_predictions_loss: 0.6851 309/2019 [===>..........................] - ETA: 3:58 - loss: 957.7131 - logits_profile_predictions_loss: 939.3522 - logcount_predictions_loss: 0.6851 310/2019 [===>..........................] - ETA: 3:58 - loss: 957.7186 - logits_profile_predictions_loss: 939.3570 - logcount_predictions_loss: 0.6851 311/2019 [===>..........................] - ETA: 3:58 - loss: 957.7234 - logits_profile_predictions_loss: 939.3610 - logcount_predictions_loss: 0.6852 312/2019 [===>..........................] - ETA: 3:57 - loss: 957.7270 - logits_profile_predictions_loss: 939.3637 - logcount_predictions_loss: 0.6852 313/2019 [===>..........................] - ETA: 3:57 - loss: 957.7301 - logits_profile_predictions_loss: 939.3659 - logcount_predictions_loss: 0.6852 314/2019 [===>..........................] - ETA: 3:57 - loss: 957.7326 - logits_profile_predictions_loss: 939.3675 - logcount_predictions_loss: 0.6853 315/2019 [===>..........................] - ETA: 3:57 - loss: 957.7339 - logits_profile_predictions_loss: 939.3678 - logcount_predictions_loss: 0.6853 316/2019 [===>..........................] - ETA: 3:57 - loss: 957.7349 - logits_profile_predictions_loss: 939.3678 - logcount_predictions_loss: 0.6853 317/2019 [===>..........................] - ETA: 3:57 - loss: 957.7363 - logits_profile_predictions_loss: 939.3682 - logcount_predictions_loss: 0.6854 318/2019 [===>..........................] - ETA: 3:57 - loss: 957.7375 - logits_profile_predictions_loss: 939.3684 - logcount_predictions_loss: 0.6854 319/2019 [===>..........................] - ETA: 3:57 - loss: 957.7402 - logits_profile_predictions_loss: 939.3701 - logcount_predictions_loss: 0.6854 320/2019 [===>..........................] - ETA: 3:56 - loss: 957.7443 - logits_profile_predictions_loss: 939.3733 - logcount_predictions_loss: 0.6855 321/2019 [===>..........................] - ETA: 3:56 - loss: 957.7489 - logits_profile_predictions_loss: 939.3769 - logcount_predictions_loss: 0.6855 322/2019 [===>..........................] - ETA: 3:56 - loss: 957.7513 - logits_profile_predictions_loss: 939.3785 - logcount_predictions_loss: 0.6856 323/2019 [===>..........................] - ETA: 3:56 - loss: 957.7531 - logits_profile_predictions_loss: 939.3794 - logcount_predictions_loss: 0.6856 324/2019 [===>..........................] - ETA: 3:56 - loss: 957.7560 - logits_profile_predictions_loss: 939.3814 - logcount_predictions_loss: 0.6856 325/2019 [===>..........................] - ETA: 3:56 - loss: 957.7577 - logits_profile_predictions_loss: 939.3822 - logcount_predictions_loss: 0.6857 326/2019 [===>..........................] - ETA: 3:56 - loss: 957.7589 - logits_profile_predictions_loss: 939.3824 - logcount_predictions_loss: 0.6857 327/2019 [===>..........................] - ETA: 3:55 - loss: 957.7603 - logits_profile_predictions_loss: 939.3830 - logcount_predictions_loss: 0.6857 328/2019 [===>..........................] - ETA: 3:55 - loss: 957.7601 - logits_profile_predictions_loss: 939.3819 - logcount_predictions_loss: 0.6858 329/2019 [===>..........................] - ETA: 3:55 - loss: 957.7597 - logits_profile_predictions_loss: 939.3808 - logcount_predictions_loss: 0.6858 330/2019 [===>..........................] - ETA: 3:55 - loss: 957.7568 - logits_profile_predictions_loss: 939.3771 - logcount_predictions_loss: 0.6858 331/2019 [===>..........................] - ETA: 3:55 - loss: 957.7539 - logits_profile_predictions_loss: 939.3735 - logcount_predictions_loss: 0.6858 332/2019 [===>..........................] - ETA: 3:55 - loss: 957.7504 - logits_profile_predictions_loss: 939.3692 - logcount_predictions_loss: 0.6859 333/2019 [===>..........................] - ETA: 3:55 - loss: 957.7468 - logits_profile_predictions_loss: 939.3650 - logcount_predictions_loss: 0.6859 334/2019 [===>..........................] - ETA: 3:54 - loss: 957.7414 - logits_profile_predictions_loss: 939.3588 - logcount_predictions_loss: 0.6859 335/2019 [===>..........................] - ETA: 3:54 - loss: 957.7352 - logits_profile_predictions_loss: 939.3518 - logcount_predictions_loss: 0.6859 336/2019 [===>..........................] - ETA: 3:54 - loss: 957.7285 - logits_profile_predictions_loss: 939.3443 - logcount_predictions_loss: 0.6860 337/2019 [====>.........................] - ETA: 3:54 - loss: 957.7218 - logits_profile_predictions_loss: 939.3369 - logcount_predictions_loss: 0.6860 338/2019 [====>.........................] - ETA: 3:54 - loss: 957.7137 - logits_profile_predictions_loss: 939.3282 - logcount_predictions_loss: 0.6860 339/2019 [====>.........................] - ETA: 3:54 - loss: 957.7061 - logits_profile_predictions_loss: 939.3198 - logcount_predictions_loss: 0.6861 340/2019 [====>.........................] - ETA: 3:54 - loss: 957.6976 - logits_profile_predictions_loss: 939.3107 - logcount_predictions_loss: 0.6861 341/2019 [====>.........................] - ETA: 3:53 - loss: 957.6895 - logits_profile_predictions_loss: 939.3020 - logcount_predictions_loss: 0.6861 342/2019 [====>.........................] - ETA: 3:53 - loss: 957.6819 - logits_profile_predictions_loss: 939.2938 - logcount_predictions_loss: 0.6861 343/2019 [====>.........................] - ETA: 3:53 - loss: 957.6738 - logits_profile_predictions_loss: 939.2851 - logcount_predictions_loss: 0.6861 344/2019 [====>.........................] - ETA: 3:53 - loss: 957.6668 - logits_profile_predictions_loss: 939.2775 - logcount_predictions_loss: 0.6862 345/2019 [====>.........................] - ETA: 3:53 - loss: 957.6601 - logits_profile_predictions_loss: 939.2702 - logcount_predictions_loss: 0.6862 346/2019 [====>.........................] - ETA: 3:53 - loss: 957.6526 - logits_profile_predictions_loss: 939.2621 - logcount_predictions_loss: 0.6862 347/2019 [====>.........................] - ETA: 3:53 - loss: 957.6465 - logits_profile_predictions_loss: 939.2554 - logcount_predictions_loss: 0.6862 348/2019 [====>.........................] - ETA: 3:53 - loss: 957.6408 - logits_profile_predictions_loss: 939.2491 - logcount_predictions_loss: 0.6863 349/2019 [====>.........................] - ETA: 3:52 - loss: 957.6353 - logits_profile_predictions_loss: 939.2431 - logcount_predictions_loss: 0.6863 350/2019 [====>.........................] - ETA: 3:52 - loss: 957.6308 - logits_profile_predictions_loss: 939.2382 - logcount_predictions_loss: 0.6863 351/2019 [====>.........................] - ETA: 3:52 - loss: 957.6256 - logits_profile_predictions_loss: 939.2324 - logcount_predictions_loss: 0.6863 352/2019 [====>.........................] - ETA: 3:52 - loss: 957.6199 - logits_profile_predictions_loss: 939.2262 - logcount_predictions_loss: 0.6863 353/2019 [====>.........................] - ETA: 3:52 - loss: 957.6140 - logits_profile_predictions_loss: 939.2198 - logcount_predictions_loss: 0.6864 354/2019 [====>.........................] - ETA: 3:52 - loss: 957.6076 - logits_profile_predictions_loss: 939.2130 - logcount_predictions_loss: 0.6864 355/2019 [====>.........................] - ETA: 3:52 - loss: 957.6006 - logits_profile_predictions_loss: 939.2054 - logcount_predictions_loss: 0.6864 356/2019 [====>.........................] - ETA: 3:51 - loss: 957.5935 - logits_profile_predictions_loss: 939.1979 - logcount_predictions_loss: 0.6864 357/2019 [====>.........................] - ETA: 3:51 - loss: 957.5864 - logits_profile_predictions_loss: 939.1903 - logcount_predictions_loss: 0.6864 358/2019 [====>.........................] - ETA: 3:51 - loss: 957.5805 - logits_profile_predictions_loss: 939.1840 - logcount_predictions_loss: 0.6864 359/2019 [====>.........................] - ETA: 3:51 - loss: 957.5732 - logits_profile_predictions_loss: 939.1763 - logcount_predictions_loss: 0.6865 360/2019 [====>.........................] - ETA: 3:51 - loss: 957.5656 - logits_profile_predictions_loss: 939.1682 - logcount_predictions_loss: 0.6865 361/2019 [====>.........................] - ETA: 3:51 - loss: 957.5579 - logits_profile_predictions_loss: 939.1600 - logcount_predictions_loss: 0.6865 362/2019 [====>.........................] - ETA: 3:51 - loss: 957.5506 - logits_profile_predictions_loss: 939.1523 - logcount_predictions_loss: 0.6865 363/2019 [====>.........................] - ETA: 3:50 - loss: 957.5427 - logits_profile_predictions_loss: 939.1439 - logcount_predictions_loss: 0.6865 364/2019 [====>.........................] - ETA: 3:50 - loss: 957.5330 - logits_profile_predictions_loss: 939.1337 - logcount_predictions_loss: 0.6865 365/2019 [====>.........................] - ETA: 3:50 - loss: 957.5236 - logits_profile_predictions_loss: 939.1238 - logcount_predictions_loss: 0.6866 366/2019 [====>.........................] - ETA: 3:50 - loss: 957.5144 - logits_profile_predictions_loss: 939.1141 - logcount_predictions_loss: 0.6866 367/2019 [====>.........................] - ETA: 3:50 - loss: 957.5047 - logits_profile_predictions_loss: 939.1035 - logcount_predictions_loss: 0.6866 368/2019 [====>.........................] - ETA: 3:50 - loss: 957.4943 - logits_profile_predictions_loss: 939.0922 - logcount_predictions_loss: 0.6866 369/2019 [====>.........................] - ETA: 3:50 - loss: 957.4857 - logits_profile_predictions_loss: 939.0828 - logcount_predictions_loss: 0.6867 370/2019 [====>.........................] - ETA: 3:49 - loss: 957.4764 - logits_profile_predictions_loss: 939.0726 - logcount_predictions_loss: 0.6867 371/2019 [====>.........................] - ETA: 3:49 - loss: 957.4683 - logits_profile_predictions_loss: 939.0637 - logcount_predictions_loss: 0.6867 372/2019 [====>.........................] - ETA: 3:49 - loss: 957.4601 - logits_profile_predictions_loss: 939.0546 - logcount_predictions_loss: 0.6868 373/2019 [====>.........................] - ETA: 3:49 - loss: 957.4505 - logits_profile_predictions_loss: 939.0442 - logcount_predictions_loss: 0.6868 374/2019 [====>.........................] - ETA: 3:49 - loss: 957.4402 - logits_profile_predictions_loss: 939.0332 - logcount_predictions_loss: 0.6868 375/2019 [====>.........................] - ETA: 3:49 - loss: 957.4300 - logits_profile_predictions_loss: 939.0221 - logcount_predictions_loss: 0.6869 376/2019 [====>.........................] - ETA: 3:49 - loss: 957.4197 - logits_profile_predictions_loss: 939.0111 - logcount_predictions_loss: 0.6869 377/2019 [====>.........................] - ETA: 3:48 - loss: 957.4091 - logits_profile_predictions_loss: 938.9997 - logcount_predictions_loss: 0.6869 378/2019 [====>.........................] - ETA: 3:48 - loss: 957.3976 - logits_profile_predictions_loss: 938.9874 - logcount_predictions_loss: 0.6869 379/2019 [====>.........................] - ETA: 3:48 - loss: 957.3873 - logits_profile_predictions_loss: 938.9763 - logcount_predictions_loss: 0.6870 380/2019 [====>.........................] - ETA: 3:48 - loss: 957.3767 - logits_profile_predictions_loss: 938.9649 - logcount_predictions_loss: 0.6870 381/2019 [====>.........................] - ETA: 3:48 - loss: 957.3656 - logits_profile_predictions_loss: 938.9532 - logcount_predictions_loss: 0.6870 382/2019 [====>.........................] - ETA: 3:48 - loss: 957.3542 - logits_profile_predictions_loss: 938.9409 - logcount_predictions_loss: 0.6871 383/2019 [====>.........................] - ETA: 3:48 - loss: 957.3433 - logits_profile_predictions_loss: 938.9293 - logcount_predictions_loss: 0.6871 384/2019 [====>.........................] - ETA: 3:47 - loss: 957.3317 - logits_profile_predictions_loss: 938.9169 - logcount_predictions_loss: 0.6871 385/2019 [====>.........................] - ETA: 3:47 - loss: 957.3199 - logits_profile_predictions_loss: 938.9044 - logcount_predictions_loss: 0.6871 386/2019 [====>.........................] - ETA: 3:47 - loss: 957.3082 - logits_profile_predictions_loss: 938.8919 - logcount_predictions_loss: 0.6872 387/2019 [====>.........................] - ETA: 3:47 - loss: 957.2958 - logits_profile_predictions_loss: 938.8788 - logcount_predictions_loss: 0.6872 388/2019 [====>.........................] - ETA: 3:47 - loss: 957.2830 - logits_profile_predictions_loss: 938.8651 - logcount_predictions_loss: 0.6872 389/2019 [====>.........................] - ETA: 3:47 - loss: 957.2697 - logits_profile_predictions_loss: 938.8511 - logcount_predictions_loss: 0.6873 390/2019 [====>.........................] - ETA: 3:47 - loss: 957.2565 - logits_profile_predictions_loss: 938.8371 - logcount_predictions_loss: 0.6873 391/2019 [====>.........................] - ETA: 3:46 - loss: 957.2437 - logits_profile_predictions_loss: 938.8236 - logcount_predictions_loss: 0.6873 392/2019 [====>.........................] - ETA: 3:46 - loss: 957.2313 - logits_profile_predictions_loss: 938.8104 - logcount_predictions_loss: 0.6873 393/2019 [====>.........................] - ETA: 3:46 - loss: 957.2191 - logits_profile_predictions_loss: 938.7974 - logcount_predictions_loss: 0.6874 394/2019 [====>.........................] - ETA: 3:46 - loss: 957.2072 - logits_profile_predictions_loss: 938.7848 - logcount_predictions_loss: 0.6874 395/2019 [====>.........................] - ETA: 3:46 - loss: 957.1955 - logits_profile_predictions_loss: 938.7723 - logcount_predictions_loss: 0.6874 396/2019 [====>.........................] - ETA: 3:46 - loss: 957.1838 - logits_profile_predictions_loss: 938.7600 - logcount_predictions_loss: 0.6875 397/2019 [====>.........................] - ETA: 3:46 - loss: 957.1706 - logits_profile_predictions_loss: 938.7461 - logcount_predictions_loss: 0.6875 398/2019 [====>.........................] - ETA: 3:46 - loss: 957.1585 - logits_profile_predictions_loss: 938.7333 - logcount_predictions_loss: 0.6875 399/2019 [====>.........................] - ETA: 3:45 - loss: 957.1465 - logits_profile_predictions_loss: 938.7205 - logcount_predictions_loss: 0.6875 400/2019 [====>.........................] - ETA: 3:45 - loss: 957.1343 - logits_profile_predictions_loss: 938.7075 - logcount_predictions_loss: 0.6876 401/2019 [====>.........................] - ETA: 3:45 - loss: 957.1227 - logits_profile_predictions_loss: 938.6952 - logcount_predictions_loss: 0.6876 402/2019 [====>.........................] - ETA: 3:45 - loss: 957.1111 - logits_profile_predictions_loss: 938.6828 - logcount_predictions_loss: 0.6876 403/2019 [====>.........................] - ETA: 3:45 - loss: 957.1006 - logits_profile_predictions_loss: 938.6715 - logcount_predictions_loss: 0.6877 404/2019 [=====>........................] - ETA: 3:45 - loss: 957.0899 - logits_profile_predictions_loss: 938.6600 - logcount_predictions_loss: 0.6877 405/2019 [=====>........................] - ETA: 3:45 - loss: 957.0797 - logits_profile_predictions_loss: 938.6490 - logcount_predictions_loss: 0.6877 406/2019 [=====>........................] - ETA: 3:44 - loss: 957.0693 - logits_profile_predictions_loss: 938.6378 - logcount_predictions_loss: 0.6877 407/2019 [=====>........................] - ETA: 3:44 - loss: 957.0597 - logits_profile_predictions_loss: 938.6274 - logcount_predictions_loss: 0.6878 408/2019 [=====>........................] - ETA: 3:44 - loss: 957.0496 - logits_profile_predictions_loss: 938.6165 - logcount_predictions_loss: 0.6878 409/2019 [=====>........................] - ETA: 3:44 - loss: 957.0391 - logits_profile_predictions_loss: 938.6052 - logcount_predictions_loss: 0.6878 410/2019 [=====>........................] - ETA: 3:44 - loss: 957.0284 - logits_profile_predictions_loss: 938.5936 - logcount_predictions_loss: 0.6879 411/2019 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[============================>.] - ETA: 5s - loss: 957.1999 - logits_profile_predictions_loss: 938.6366 - logcount_predictions_loss: 0.6927 1979/2019 [============================>.] - ETA: 5s - loss: 957.2016 - logits_profile_predictions_loss: 938.6383 - logcount_predictions_loss: 0.6927 1980/2019 [============================>.] - ETA: 5s - loss: 957.2033 - logits_profile_predictions_loss: 938.6401 - logcount_predictions_loss: 0.6927 1981/2019 [============================>.] - ETA: 5s - loss: 957.2051 - logits_profile_predictions_loss: 938.6419 - logcount_predictions_loss: 0.6927 1982/2019 [============================>.] - ETA: 5s - loss: 957.2069 - logits_profile_predictions_loss: 938.6436 - logcount_predictions_loss: 0.6927 1983/2019 [============================>.] - ETA: 5s - loss: 957.2087 - logits_profile_predictions_loss: 938.6454 - logcount_predictions_loss: 0.6927 1984/2019 [============================>.] - ETA: 4s - loss: 957.2104 - logits_profile_predictions_loss: 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1998/2019 [============================>.] - ETA: 2s - loss: 957.2371 - logits_profile_predictions_loss: 938.6741 - logcount_predictions_loss: 0.6927 1999/2019 [============================>.] - ETA: 2s - loss: 957.2391 - logits_profile_predictions_loss: 938.6761 - logcount_predictions_loss: 0.6927 2000/2019 [============================>.] - ETA: 2s - loss: 957.2412 - logits_profile_predictions_loss: 938.6782 - logcount_predictions_loss: 0.6927 2001/2019 [============================>.] - ETA: 2s - loss: 957.2433 - logits_profile_predictions_loss: 938.6803 - logcount_predictions_loss: 0.6927 2002/2019 [============================>.] - ETA: 2s - loss: 957.2454 - logits_profile_predictions_loss: 938.6824 - logcount_predictions_loss: 0.6927 2003/2019 [============================>.] - ETA: 2s - loss: 957.2475 - logits_profile_predictions_loss: 938.6846 - logcount_predictions_loss: 0.6927 2004/2019 [============================>.] - ETA: 2s - loss: 957.2496 - 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[============================>.] - ETA: 1s - loss: 957.2644 - logits_profile_predictions_loss: 938.7015 - logcount_predictions_loss: 0.6927 2012/2019 [============================>.] - ETA: 0s - loss: 957.2664 - logits_profile_predictions_loss: 938.7036 - logcount_predictions_loss: 0.6927 2013/2019 [============================>.] - ETA: 0s - loss: 957.2685 - logits_profile_predictions_loss: 938.7057 - logcount_predictions_loss: 0.6927 2014/2019 [============================>.] - ETA: 0s - loss: 957.2705 - logits_profile_predictions_loss: 938.7077 - logcount_predictions_loss: 0.6927 2015/2019 [============================>.] - ETA: 0s - loss: 957.2726 - logits_profile_predictions_loss: 938.7097 - logcount_predictions_loss: 0.6927 2016/2019 [============================>.] - ETA: 0s - loss: 957.2746 - logits_profile_predictions_loss: 938.7118 - logcount_predictions_loss: 0.6927 2017/2019 [============================>.] - ETA: 0s - loss: 957.2766 - logits_profile_predictions_loss: 938.7138 - logcount_predictions_loss: 0.6927 2018/2019 [============================>.] - ETA: 0s - loss: 957.2786 - logits_profile_predictions_loss: 938.7158 - logcount_predictions_loss: 0.6927 2019/2019 [==============================] - ETA: 0s - loss: 957.2806 - logits_profile_predictions_loss: 938.7178 - logcount_predictions_loss: 0.6927 2019/2019 [==============================] - 301s 149ms/step - loss: 957.2826 - logits_profile_predictions_loss: 938.7198 - logcount_predictions_loss: 0.6927 - val_loss: 1159.5400 - val_logits_profile_predictions_loss: 1139.4091 - val_logcount_predictions_loss: 0.7512 Epoch 00015: val_loss did not improve from 1136.90417 Epoch 16/50 1/2019 [..............................] - ETA: 5:12 - loss: 886.6736 - logits_profile_predictions_loss: 872.9294 - logcount_predictions_loss: 0.5128 2/2019 [..............................] - ETA: 4:45 - loss: 915.1589 - logits_profile_predictions_loss: 901.1223 - logcount_predictions_loss: 0.5237 3/2019 [..............................] - ETA: 4:42 - loss: 928.7227 - logits_profile_predictions_loss: 914.4411 - logcount_predictions_loss: 0.5329 4/2019 [..............................] - ETA: 4:42 - loss: 921.0169 - logits_profile_predictions_loss: 906.5798 - logcount_predictions_loss: 0.5387 5/2019 [..............................] - ETA: 4:41 - loss: 920.5698 - logits_profile_predictions_loss: 905.9681 - logcount_predictions_loss: 0.5448 6/2019 [..............................] - ETA: 4:41 - loss: 916.9566 - logits_profile_predictions_loss: 902.3022 - logcount_predictions_loss: 0.5468 7/2019 [..............................] - ETA: 4:40 - loss: 914.1008 - logits_profile_predictions_loss: 899.2894 - logcount_predictions_loss: 0.5527 8/2019 [..............................] - ETA: 4:40 - loss: 912.5783 - logits_profile_predictions_loss: 897.6771 - logcount_predictions_loss: 0.5560 9/2019 [..............................] - ETA: 4:40 - loss: 912.0779 - logits_profile_predictions_loss: 897.1475 - logcount_predictions_loss: 0.5571 10/2019 [..............................] - ETA: 4:40 - loss: 913.2334 - logits_profile_predictions_loss: 898.2869 - logcount_predictions_loss: 0.5577 11/2019 [..............................] - ETA: 4:40 - loss: 913.7263 - logits_profile_predictions_loss: 898.7118 - logcount_predictions_loss: 0.5602 12/2019 [..............................] - ETA: 4:40 - loss: 913.4665 - logits_profile_predictions_loss: 898.4009 - logcount_predictions_loss: 0.5621 13/2019 [..............................] - ETA: 4:39 - loss: 912.3432 - logits_profile_predictions_loss: 897.1681 - logcount_predictions_loss: 0.5662 14/2019 [..............................] - ETA: 4:39 - loss: 910.3895 - logits_profile_predictions_loss: 895.1066 - logcount_predictions_loss: 0.5703 15/2019 [..............................] - ETA: 4:39 - loss: 909.3703 - logits_profile_predictions_loss: 893.9955 - logcount_predictions_loss: 0.5737 16/2019 [..............................] - ETA: 4:39 - loss: 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[..............................] - ETA: 4:38 - loss: 908.9014 - logits_profile_predictions_loss: 893.1072 - logcount_predictions_loss: 0.5893 24/2019 [..............................] - ETA: 4:38 - loss: 909.1741 - logits_profile_predictions_loss: 893.3497 - logcount_predictions_loss: 0.5905 25/2019 [..............................] - ETA: 4:37 - loss: 909.7155 - logits_profile_predictions_loss: 893.8684 - logcount_predictions_loss: 0.5913 26/2019 [..............................] - ETA: 4:37 - loss: 909.9061 - logits_profile_predictions_loss: 894.0331 - logcount_predictions_loss: 0.5923 27/2019 [..............................] - ETA: 4:37 - loss: 909.9091 - logits_profile_predictions_loss: 894.0049 - logcount_predictions_loss: 0.5934 28/2019 [..............................] - ETA: 4:37 - loss: 910.1946 - logits_profile_predictions_loss: 894.2590 - logcount_predictions_loss: 0.5946 29/2019 [..............................] - ETA: 4:37 - loss: 910.4770 - logits_profile_predictions_loss: 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43/2019 [..............................] - ETA: 4:35 - loss: 919.4215 - logits_profile_predictions_loss: 903.0042 - logcount_predictions_loss: 0.6126 44/2019 [..............................] - ETA: 4:34 - loss: 919.9704 - logits_profile_predictions_loss: 903.5277 - logcount_predictions_loss: 0.6135 45/2019 [..............................] - ETA: 4:34 - loss: 920.4762 - logits_profile_predictions_loss: 904.0114 - logcount_predictions_loss: 0.6144 46/2019 [..............................] - ETA: 4:34 - loss: 920.9842 - logits_profile_predictions_loss: 904.4967 - logcount_predictions_loss: 0.6152 47/2019 [..............................] - ETA: 4:34 - loss: 921.5324 - logits_profile_predictions_loss: 905.0233 - logcount_predictions_loss: 0.6160 48/2019 [..............................] - ETA: 4:34 - loss: 922.0738 - logits_profile_predictions_loss: 905.5436 - logcount_predictions_loss: 0.6168 49/2019 [..............................] - ETA: 4:34 - loss: 922.6984 - 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[..............................] - ETA: 4:33 - loss: 926.6816 - logits_profile_predictions_loss: 910.0029 - logcount_predictions_loss: 0.6223 57/2019 [..............................] - ETA: 4:32 - loss: 927.1073 - logits_profile_predictions_loss: 910.4175 - logcount_predictions_loss: 0.6228 58/2019 [..............................] - ETA: 4:32 - loss: 927.4937 - logits_profile_predictions_loss: 910.7953 - logcount_predictions_loss: 0.6231 59/2019 [..............................] - ETA: 4:32 - loss: 927.8672 - logits_profile_predictions_loss: 911.1607 - logcount_predictions_loss: 0.6234 60/2019 [..............................] - ETA: 4:32 - loss: 928.1661 - logits_profile_predictions_loss: 911.4528 - logcount_predictions_loss: 0.6236 61/2019 [..............................] - ETA: 4:32 - loss: 928.4713 - logits_profile_predictions_loss: 911.7519 - logcount_predictions_loss: 0.6239 62/2019 [..............................] - ETA: 4:32 - loss: 928.7627 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 3:55 - loss: 947.1471 - logits_profile_predictions_loss: 929.9856 - logcount_predictions_loss: 0.6404 331/2019 [===>..........................] - ETA: 3:55 - loss: 947.1770 - logits_profile_predictions_loss: 930.0146 - logcount_predictions_loss: 0.6404 332/2019 [===>..........................] - ETA: 3:54 - loss: 947.2069 - logits_profile_predictions_loss: 930.0436 - logcount_predictions_loss: 0.6404 333/2019 [===>..........................] - ETA: 3:54 - loss: 947.2363 - logits_profile_predictions_loss: 930.0722 - logcount_predictions_loss: 0.6405 334/2019 [===>..........................] - ETA: 3:54 - loss: 947.2646 - logits_profile_predictions_loss: 930.0995 - logcount_predictions_loss: 0.6405 335/2019 [===>..........................] - ETA: 3:54 - loss: 947.2938 - logits_profile_predictions_loss: 930.1279 - logcount_predictions_loss: 0.6405 336/2019 [===>..........................] - ETA: 3:54 - loss: 947.3222 - 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[====>.........................] - ETA: 3:53 - loss: 947.5192 - logits_profile_predictions_loss: 930.3469 - logcount_predictions_loss: 0.6408 344/2019 [====>.........................] - ETA: 3:53 - loss: 947.5462 - logits_profile_predictions_loss: 930.3730 - logcount_predictions_loss: 0.6408 345/2019 [====>.........................] - ETA: 3:53 - loss: 947.5731 - logits_profile_predictions_loss: 930.3990 - logcount_predictions_loss: 0.6408 346/2019 [====>.........................] - ETA: 3:53 - loss: 947.6010 - logits_profile_predictions_loss: 930.4261 - logcount_predictions_loss: 0.6409 347/2019 [====>.........................] - ETA: 3:52 - loss: 947.6276 - logits_profile_predictions_loss: 930.4518 - logcount_predictions_loss: 0.6409 348/2019 [====>.........................] - ETA: 3:52 - loss: 947.6562 - logits_profile_predictions_loss: 930.4795 - logcount_predictions_loss: 0.6409 349/2019 [====>.........................] - ETA: 3:52 - loss: 947.6845 - logits_profile_predictions_loss: 930.5069 - logcount_predictions_loss: 0.6410 350/2019 [====>.........................] - ETA: 3:52 - loss: 947.7132 - logits_profile_predictions_loss: 930.5347 - logcount_predictions_loss: 0.6410 351/2019 [====>.........................] - ETA: 3:52 - loss: 947.7417 - logits_profile_predictions_loss: 930.5624 - logcount_predictions_loss: 0.6410 352/2019 [====>.........................] - ETA: 3:52 - loss: 947.7708 - logits_profile_predictions_loss: 930.5906 - logcount_predictions_loss: 0.6411 353/2019 [====>.........................] - ETA: 3:52 - loss: 947.7999 - logits_profile_predictions_loss: 930.6189 - logcount_predictions_loss: 0.6411 354/2019 [====>.........................] - ETA: 3:51 - loss: 947.8295 - logits_profile_predictions_loss: 930.6475 - logcount_predictions_loss: 0.6411 355/2019 [====>.........................] - ETA: 3:51 - loss: 947.8577 - logits_profile_predictions_loss: 930.6748 - logcount_predictions_loss: 0.6412 356/2019 [====>.........................] - ETA: 3:51 - loss: 947.8853 - logits_profile_predictions_loss: 930.7016 - logcount_predictions_loss: 0.6412 357/2019 [====>.........................] - ETA: 3:51 - loss: 947.9128 - logits_profile_predictions_loss: 930.7283 - logcount_predictions_loss: 0.6412 358/2019 [====>.........................] - ETA: 3:51 - loss: 947.9410 - logits_profile_predictions_loss: 930.7557 - logcount_predictions_loss: 0.6412 359/2019 [====>.........................] - ETA: 3:51 - loss: 947.9677 - logits_profile_predictions_loss: 930.7815 - logcount_predictions_loss: 0.6413 360/2019 [====>.........................] - ETA: 3:51 - loss: 947.9946 - logits_profile_predictions_loss: 930.8076 - logcount_predictions_loss: 0.6413 361/2019 [====>.........................] - ETA: 3:50 - loss: 948.0225 - logits_profile_predictions_loss: 930.8347 - logcount_predictions_loss: 0.6413 362/2019 [====>.........................] - ETA: 3:50 - loss: 948.0515 - 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[====>.........................] - ETA: 3:49 - loss: 948.2480 - logits_profile_predictions_loss: 931.0543 - logcount_predictions_loss: 0.6416 370/2019 [====>.........................] - ETA: 3:49 - loss: 948.2759 - logits_profile_predictions_loss: 931.0815 - logcount_predictions_loss: 0.6416 371/2019 [====>.........................] - ETA: 3:49 - loss: 948.3037 - logits_profile_predictions_loss: 931.1086 - logcount_predictions_loss: 0.6416 372/2019 [====>.........................] - ETA: 3:49 - loss: 948.3299 - logits_profile_predictions_loss: 931.1341 - logcount_predictions_loss: 0.6416 373/2019 [====>.........................] - ETA: 3:49 - loss: 948.3563 - logits_profile_predictions_loss: 931.1599 - logcount_predictions_loss: 0.6417 374/2019 [====>.........................] - ETA: 3:49 - loss: 948.3838 - logits_profile_predictions_loss: 931.1867 - logcount_predictions_loss: 0.6417 375/2019 [====>.........................] - ETA: 3:49 - loss: 948.4121 - 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[====>.........................] - ETA: 3:48 - loss: 948.5963 - logits_profile_predictions_loss: 931.3930 - logcount_predictions_loss: 0.6419 383/2019 [====>.........................] - ETA: 3:47 - loss: 948.6218 - logits_profile_predictions_loss: 931.4177 - logcount_predictions_loss: 0.6419 384/2019 [====>.........................] - ETA: 3:47 - loss: 948.6473 - logits_profile_predictions_loss: 931.4424 - logcount_predictions_loss: 0.6420 385/2019 [====>.........................] - ETA: 3:47 - loss: 948.6721 - logits_profile_predictions_loss: 931.4664 - logcount_predictions_loss: 0.6420 386/2019 [====>.........................] - ETA: 3:47 - loss: 948.6975 - logits_profile_predictions_loss: 931.4909 - logcount_predictions_loss: 0.6420 387/2019 [====>.........................] - ETA: 3:47 - loss: 948.7222 - logits_profile_predictions_loss: 931.5148 - logcount_predictions_loss: 0.6421 388/2019 [====>.........................] - ETA: 3:47 - loss: 948.7456 - 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[=====>........................] - ETA: 3:44 - loss: 949.1631 - logits_profile_predictions_loss: 931.9388 - logcount_predictions_loss: 0.6427 409/2019 [=====>........................] - ETA: 3:44 - loss: 949.1837 - logits_profile_predictions_loss: 931.9586 - logcount_predictions_loss: 0.6427 410/2019 [=====>........................] - ETA: 3:44 - loss: 949.2050 - logits_profile_predictions_loss: 931.9792 - logcount_predictions_loss: 0.6428 411/2019 [=====>........................] - ETA: 3:44 - loss: 949.2262 - logits_profile_predictions_loss: 931.9995 - logcount_predictions_loss: 0.6428 412/2019 [=====>........................] - ETA: 3:43 - loss: 949.2462 - logits_profile_predictions_loss: 932.0187 - logcount_predictions_loss: 0.6428 413/2019 [=====>........................] - ETA: 3:43 - loss: 949.2663 - logits_profile_predictions_loss: 932.0381 - logcount_predictions_loss: 0.6428 414/2019 [=====>........................] - ETA: 3:43 - loss: 949.2877 - 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[=====>........................] - ETA: 3:42 - loss: 949.4425 - logits_profile_predictions_loss: 932.2077 - logcount_predictions_loss: 0.6431 422/2019 [=====>........................] - ETA: 3:42 - loss: 949.4645 - logits_profile_predictions_loss: 932.2289 - logcount_predictions_loss: 0.6431 423/2019 [=====>........................] - ETA: 3:42 - loss: 949.4870 - logits_profile_predictions_loss: 932.2506 - logcount_predictions_loss: 0.6432 424/2019 [=====>........................] - ETA: 3:42 - loss: 949.5092 - logits_profile_predictions_loss: 932.2720 - logcount_predictions_loss: 0.6432 425/2019 [=====>........................] - ETA: 3:42 - loss: 949.5305 - logits_profile_predictions_loss: 932.2925 - logcount_predictions_loss: 0.6432 426/2019 [=====>........................] - ETA: 3:41 - loss: 949.5519 - logits_profile_predictions_loss: 932.3133 - logcount_predictions_loss: 0.6432 427/2019 [=====>........................] - ETA: 3:41 - loss: 949.5726 - 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[=====>........................] - ETA: 3:40 - loss: 949.7296 - logits_profile_predictions_loss: 932.4848 - logcount_predictions_loss: 0.6435 435/2019 [=====>........................] - ETA: 3:40 - loss: 949.7536 - logits_profile_predictions_loss: 932.5080 - logcount_predictions_loss: 0.6435 436/2019 [=====>........................] - ETA: 3:40 - loss: 949.7781 - logits_profile_predictions_loss: 932.5316 - logcount_predictions_loss: 0.6435 437/2019 [=====>........................] - ETA: 3:40 - loss: 949.8027 - logits_profile_predictions_loss: 932.5555 - logcount_predictions_loss: 0.6436 438/2019 [=====>........................] - ETA: 3:40 - loss: 949.8265 - logits_profile_predictions_loss: 932.5785 - logcount_predictions_loss: 0.6436 439/2019 [=====>........................] - ETA: 3:40 - loss: 949.8498 - logits_profile_predictions_loss: 932.6010 - logcount_predictions_loss: 0.6436 440/2019 [=====>........................] - ETA: 3:39 - loss: 949.8728 - 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[=====>........................] - ETA: 3:39 - loss: 950.0518 - logits_profile_predictions_loss: 932.7963 - logcount_predictions_loss: 0.6439 448/2019 [=====>........................] - ETA: 3:38 - loss: 950.0790 - logits_profile_predictions_loss: 932.8226 - logcount_predictions_loss: 0.6439 449/2019 [=====>........................] - ETA: 3:38 - loss: 950.1059 - logits_profile_predictions_loss: 932.8487 - logcount_predictions_loss: 0.6439 450/2019 [=====>........................] - ETA: 3:38 - loss: 950.1324 - logits_profile_predictions_loss: 932.8744 - logcount_predictions_loss: 0.6440 451/2019 [=====>........................] - ETA: 3:38 - loss: 950.1588 - logits_profile_predictions_loss: 932.9000 - logcount_predictions_loss: 0.6440 452/2019 [=====>........................] - ETA: 3:38 - loss: 950.1852 - logits_profile_predictions_loss: 932.9255 - logcount_predictions_loss: 0.6440 453/2019 [=====>........................] - ETA: 3:38 - loss: 950.2114 - 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loss: 954.5348 - logits_profile_predictions_loss: 936.8115 - logcount_predictions_loss: 0.6613 1989/2019 [============================>.] - ETA: 4s - loss: 954.5357 - logits_profile_predictions_loss: 936.8123 - logcount_predictions_loss: 0.6613 1990/2019 [============================>.] - ETA: 4s - loss: 954.5366 - logits_profile_predictions_loss: 936.8131 - logcount_predictions_loss: 0.6613 1991/2019 [============================>.] - ETA: 3s - loss: 954.5374 - logits_profile_predictions_loss: 936.8139 - logcount_predictions_loss: 0.6613 1992/2019 [============================>.] - ETA: 3s - loss: 954.5383 - logits_profile_predictions_loss: 936.8147 - logcount_predictions_loss: 0.6613 1993/2019 [============================>.] - ETA: 3s - loss: 954.5392 - logits_profile_predictions_loss: 936.8155 - logcount_predictions_loss: 0.6613 1994/2019 [============================>.] - ETA: 3s - loss: 954.5401 - logits_profile_predictions_loss: 936.8163 - logcount_predictions_loss: 0.6613 1995/2019 [============================>.] - ETA: 3s - loss: 954.5410 - logits_profile_predictions_loss: 936.8171 - logcount_predictions_loss: 0.6613 1996/2019 [============================>.] - ETA: 3s - loss: 954.5419 - logits_profile_predictions_loss: 936.8178 - logcount_predictions_loss: 0.6613 1997/2019 [============================>.] - ETA: 3s - loss: 954.5427 - logits_profile_predictions_loss: 936.8186 - logcount_predictions_loss: 0.6613 1998/2019 [============================>.] - ETA: 2s - loss: 954.5435 - logits_profile_predictions_loss: 936.8193 - logcount_predictions_loss: 0.6614 1999/2019 [============================>.] - ETA: 2s - loss: 954.5443 - logits_profile_predictions_loss: 936.8200 - logcount_predictions_loss: 0.6614 2000/2019 [============================>.] - ETA: 2s - loss: 954.5451 - logits_profile_predictions_loss: 936.8207 - logcount_predictions_loss: 0.6614 2001/2019 [============================>.] - ETA: 2s - loss: 954.5459 - logits_profile_predictions_loss: 936.8214 - logcount_predictions_loss: 0.6614 2002/2019 [============================>.] - ETA: 2s - loss: 954.5467 - logits_profile_predictions_loss: 936.8221 - logcount_predictions_loss: 0.6614 2003/2019 [============================>.] - ETA: 2s - loss: 954.5476 - logits_profile_predictions_loss: 936.8229 - logcount_predictions_loss: 0.6614 2004/2019 [============================>.] - ETA: 2s - loss: 954.5484 - logits_profile_predictions_loss: 936.8236 - logcount_predictions_loss: 0.6614 2005/2019 [============================>.] - ETA: 1s - loss: 954.5492 - logits_profile_predictions_loss: 936.8243 - logcount_predictions_loss: 0.6614 2006/2019 [============================>.] - ETA: 1s - loss: 954.5500 - logits_profile_predictions_loss: 936.8250 - logcount_predictions_loss: 0.6614 2007/2019 [============================>.] - ETA: 1s - loss: 954.5508 - logits_profile_predictions_loss: 936.8257 - logcount_predictions_loss: 0.6614 2008/2019 [============================>.] - ETA: 1s - loss: 954.5516 - logits_profile_predictions_loss: 936.8264 - logcount_predictions_loss: 0.6614 2009/2019 [============================>.] - ETA: 1s - loss: 954.5524 - logits_profile_predictions_loss: 936.8272 - logcount_predictions_loss: 0.6614 2010/2019 [============================>.] - ETA: 1s - loss: 954.5534 - logits_profile_predictions_loss: 936.8280 - logcount_predictions_loss: 0.6614 2011/2019 [============================>.] - ETA: 1s - loss: 954.5543 - logits_profile_predictions_loss: 936.8288 - logcount_predictions_loss: 0.6614 2012/2019 [============================>.] - ETA: 0s - loss: 954.5552 - logits_profile_predictions_loss: 936.8296 - logcount_predictions_loss: 0.6614 2013/2019 [============================>.] - ETA: 0s - loss: 954.5561 - logits_profile_predictions_loss: 936.8304 - logcount_predictions_loss: 0.6614 2014/2019 [============================>.] - ETA: 0s - loss: 954.5571 - logits_profile_predictions_loss: 936.8313 - logcount_predictions_loss: 0.6614 2015/2019 [============================>.] - ETA: 0s - loss: 954.5580 - logits_profile_predictions_loss: 936.8322 - logcount_predictions_loss: 0.6614 2016/2019 [============================>.] - ETA: 0s - loss: 954.5590 - logits_profile_predictions_loss: 936.8330 - logcount_predictions_loss: 0.6614 2017/2019 [============================>.] - ETA: 0s - loss: 954.5599 - logits_profile_predictions_loss: 936.8339 - logcount_predictions_loss: 0.6614 2018/2019 [============================>.] - ETA: 0s - loss: 954.5609 - logits_profile_predictions_loss: 936.8347 - logcount_predictions_loss: 0.6614 2019/2019 [==============================] - ETA: 0s - loss: 954.5618 - logits_profile_predictions_loss: 936.8356 - logcount_predictions_loss: 0.6614 2019/2019 [==============================] - 301s 149ms/step - loss: 954.5627 - logits_profile_predictions_loss: 936.8364 - logcount_predictions_loss: 0.6614 - val_loss: 1153.9520 - val_logits_profile_predictions_loss: 1132.2708 - val_logcount_predictions_loss: 0.8090 Epoch 00016: val_loss did not improve from 1136.90417 Epoch 17/50 1/2019 [..............................] - ETA: 5:08 - loss: 879.1841 - logits_profile_predictions_loss: 861.0929 - logcount_predictions_loss: 0.6750 2/2019 [..............................] - ETA: 4:40 - loss: 882.8747 - logits_profile_predictions_loss: 865.7340 - logcount_predictions_loss: 0.6396 3/2019 [..............................] - ETA: 4:40 - loss: 895.2257 - logits_profile_predictions_loss: 878.4576 - logcount_predictions_loss: 0.6257 4/2019 [..............................] - ETA: 4:40 - loss: 902.2005 - logits_profile_predictions_loss: 885.3758 - logcount_predictions_loss: 0.6278 5/2019 [..............................] - ETA: 4:40 - loss: 904.4622 - logits_profile_predictions_loss: 887.5045 - logcount_predictions_loss: 0.6327 6/2019 [..............................] - ETA: 4:40 - loss: 910.4712 - logits_profile_predictions_loss: 893.6130 - logcount_predictions_loss: 0.6290 7/2019 [..............................] - ETA: 4:40 - loss: 924.5037 - logits_profile_predictions_loss: 907.6637 - logcount_predictions_loss: 0.6284 8/2019 [..............................] - ETA: 4:40 - loss: 931.7149 - logits_profile_predictions_loss: 914.8010 - logcount_predictions_loss: 0.6311 9/2019 [..............................] - ETA: 4:39 - loss: 936.5416 - logits_profile_predictions_loss: 919.6138 - logcount_predictions_loss: 0.6316 10/2019 [..............................] - ETA: 4:39 - loss: 939.2368 - logits_profile_predictions_loss: 922.2155 - logcount_predictions_loss: 0.6351 11/2019 [..............................] - ETA: 4:39 - loss: 940.9331 - logits_profile_predictions_loss: 923.8466 - logcount_predictions_loss: 0.6376 12/2019 [..............................] - ETA: 4:39 - loss: 942.2920 - logits_profile_predictions_loss: 925.1283 - logcount_predictions_loss: 0.6404 13/2019 [..............................] - ETA: 4:39 - loss: 942.6887 - logits_profile_predictions_loss: 925.4577 - logcount_predictions_loss: 0.6429 14/2019 [..............................] - ETA: 4:39 - loss: 943.9062 - logits_profile_predictions_loss: 926.6028 - logcount_predictions_loss: 0.6456 15/2019 [..............................] - ETA: 4:39 - loss: 944.7857 - logits_profile_predictions_loss: 927.4393 - logcount_predictions_loss: 0.6473 16/2019 [..............................] - ETA: 4:39 - loss: 946.1128 - logits_profile_predictions_loss: 928.7391 - logcount_predictions_loss: 0.6483 17/2019 [..............................] - ETA: 4:38 - loss: 947.1944 - logits_profile_predictions_loss: 929.7815 - logcount_predictions_loss: 0.6497 18/2019 [..............................] - ETA: 4:38 - loss: 947.9219 - logits_profile_predictions_loss: 930.4573 - logcount_predictions_loss: 0.6517 19/2019 [..............................] - ETA: 4:38 - loss: 948.8618 - logits_profile_predictions_loss: 931.3622 - logcount_predictions_loss: 0.6530 20/2019 [..............................] - ETA: 4:38 - loss: 949.4189 - logits_profile_predictions_loss: 931.9014 - logcount_predictions_loss: 0.6536 21/2019 [..............................] - ETA: 4:38 - loss: 950.3308 - logits_profile_predictions_loss: 932.8059 - logcount_predictions_loss: 0.6539 22/2019 [..............................] - ETA: 4:38 - loss: 950.7090 - logits_profile_predictions_loss: 933.1830 - logcount_predictions_loss: 0.6540 23/2019 [..............................] - ETA: 4:38 - loss: 951.1661 - logits_profile_predictions_loss: 933.6459 - logcount_predictions_loss: 0.6537 24/2019 [..............................] - ETA: 4:37 - loss: 951.7247 - logits_profile_predictions_loss: 934.2186 - logcount_predictions_loss: 0.6532 25/2019 [..............................] - ETA: 4:37 - loss: 952.3149 - logits_profile_predictions_loss: 934.8258 - logcount_predictions_loss: 0.6526 26/2019 [..............................] - ETA: 4:37 - loss: 952.8317 - logits_profile_predictions_loss: 935.3622 - logcount_predictions_loss: 0.6518 27/2019 [..............................] - ETA: 4:37 - loss: 953.4301 - logits_profile_predictions_loss: 935.9806 - logcount_predictions_loss: 0.6511 28/2019 [..............................] - ETA: 4:37 - loss: 953.9846 - logits_profile_predictions_loss: 936.5528 - logcount_predictions_loss: 0.6504 29/2019 [..............................] - ETA: 4:37 - loss: 954.4794 - logits_profile_predictions_loss: 937.0651 - logcount_predictions_loss: 0.6498 30/2019 [..............................] - ETA: 4:37 - loss: 955.0782 - logits_profile_predictions_loss: 937.6736 - logcount_predictions_loss: 0.6494 31/2019 [..............................] - ETA: 4:36 - loss: 955.6189 - logits_profile_predictions_loss: 938.2251 - logcount_predictions_loss: 0.6490 32/2019 [..............................] - ETA: 4:36 - loss: 956.0915 - logits_profile_predictions_loss: 938.7050 - logcount_predictions_loss: 0.6487 33/2019 [..............................] - ETA: 4:36 - loss: 956.5702 - logits_profile_predictions_loss: 939.1932 - logcount_predictions_loss: 0.6484 34/2019 [..............................] - ETA: 4:36 - loss: 957.2343 - logits_profile_predictions_loss: 939.8618 - logcount_predictions_loss: 0.6482 35/2019 [..............................] - ETA: 4:36 - loss: 957.9248 - logits_profile_predictions_loss: 940.5572 - logcount_predictions_loss: 0.6480 36/2019 [..............................] - ETA: 4:36 - loss: 958.7155 - logits_profile_predictions_loss: 941.3579 - logcount_predictions_loss: 0.6477 37/2019 [..............................] - ETA: 4:36 - loss: 959.5033 - logits_profile_predictions_loss: 942.1550 - logcount_predictions_loss: 0.6473 38/2019 [..............................] - ETA: 4:35 - loss: 960.1743 - logits_profile_predictions_loss: 942.8361 - logcount_predictions_loss: 0.6469 39/2019 [..............................] - ETA: 4:35 - loss: 960.8391 - logits_profile_predictions_loss: 943.5120 - logcount_predictions_loss: 0.6465 40/2019 [..............................] - ETA: 4:35 - loss: 961.4905 - logits_profile_predictions_loss: 944.1709 - logcount_predictions_loss: 0.6462 41/2019 [..............................] - ETA: 4:35 - loss: 962.2324 - logits_profile_predictions_loss: 944.9185 - logcount_predictions_loss: 0.6460 42/2019 [..............................] - ETA: 4:35 - loss: 962.9558 - logits_profile_predictions_loss: 945.6488 - logcount_predictions_loss: 0.6458 43/2019 [..............................] - ETA: 4:35 - loss: 963.6173 - logits_profile_predictions_loss: 946.3174 - logcount_predictions_loss: 0.6455 44/2019 [..............................] - ETA: 4:35 - loss: 964.2021 - logits_profile_predictions_loss: 946.9089 - logcount_predictions_loss: 0.6453 45/2019 [..............................] - ETA: 4:34 - loss: 964.7651 - logits_profile_predictions_loss: 947.4795 - logcount_predictions_loss: 0.6450 46/2019 [..............................] - ETA: 4:34 - loss: 965.3108 - logits_profile_predictions_loss: 948.0222 - logcount_predictions_loss: 0.6451 47/2019 [..............................] - ETA: 4:34 - loss: 965.7891 - logits_profile_predictions_loss: 948.4978 - logcount_predictions_loss: 0.6452 48/2019 [..............................] - ETA: 4:34 - loss: 966.1798 - logits_profile_predictions_loss: 948.8866 - logcount_predictions_loss: 0.6453 49/2019 [..............................] - ETA: 4:34 - loss: 966.5157 - logits_profile_predictions_loss: 949.2193 - logcount_predictions_loss: 0.6454 50/2019 [..............................] - ETA: 4:34 - loss: 966.7548 - logits_profile_predictions_loss: 949.4566 - logcount_predictions_loss: 0.6454 51/2019 [..............................] - ETA: 4:34 - loss: 966.9365 - logits_profile_predictions_loss: 949.6362 - logcount_predictions_loss: 0.6455 52/2019 [..............................] - ETA: 4:34 - loss: 967.0651 - logits_profile_predictions_loss: 949.7631 - logcount_predictions_loss: 0.6456 53/2019 [..............................] - ETA: 4:33 - loss: 967.1262 - logits_profile_predictions_loss: 949.8237 - logcount_predictions_loss: 0.6456 54/2019 [..............................] - ETA: 4:33 - loss: 967.1777 - logits_profile_predictions_loss: 949.8756 - logcount_predictions_loss: 0.6456 55/2019 [..............................] - ETA: 4:33 - loss: 967.1946 - logits_profile_predictions_loss: 949.8937 - logcount_predictions_loss: 0.6456 56/2019 [..............................] - ETA: 4:33 - loss: 967.2038 - logits_profile_predictions_loss: 949.9042 - logcount_predictions_loss: 0.6455 57/2019 [..............................] - ETA: 4:33 - loss: 967.1602 - logits_profile_predictions_loss: 949.8629 - logcount_predictions_loss: 0.6454 58/2019 [..............................] - ETA: 4:33 - loss: 967.1069 - logits_profile_predictions_loss: 949.8138 - logcount_predictions_loss: 0.6453 59/2019 [..............................] - ETA: 4:33 - loss: 967.0259 - logits_profile_predictions_loss: 949.7382 - logcount_predictions_loss: 0.6451 60/2019 [..............................] - ETA: 4:32 - loss: 966.9377 - logits_profile_predictions_loss: 949.6561 - logcount_predictions_loss: 0.6448 61/2019 [..............................] - ETA: 4:32 - loss: 966.8069 - logits_profile_predictions_loss: 949.5325 - logcount_predictions_loss: 0.6446 62/2019 [..............................] - ETA: 4:32 - loss: 966.6619 - logits_profile_predictions_loss: 949.3958 - logcount_predictions_loss: 0.6443 63/2019 [..............................] - ETA: 4:32 - loss: 966.5182 - logits_profile_predictions_loss: 949.2611 - logcount_predictions_loss: 0.6439 64/2019 [..............................] - ETA: 4:32 - loss: 966.3554 - logits_profile_predictions_loss: 949.1077 - logcount_predictions_loss: 0.6436 65/2019 [..............................] - ETA: 4:32 - loss: 966.1923 - logits_profile_predictions_loss: 948.9542 - logcount_predictions_loss: 0.6432 66/2019 [..............................] - ETA: 4:32 - loss: 966.0360 - logits_profile_predictions_loss: 948.8053 - logcount_predictions_loss: 0.6429 67/2019 [..............................] - ETA: 4:31 - loss: 965.8789 - logits_profile_predictions_loss: 948.6558 - logcount_predictions_loss: 0.6427 68/2019 [>.............................] - ETA: 4:31 - loss: 965.7416 - logits_profile_predictions_loss: 948.5269 - logcount_predictions_loss: 0.6423 69/2019 [>.............................] - ETA: 4:31 - loss: 965.6232 - logits_profile_predictions_loss: 948.4164 - logcount_predictions_loss: 0.6420 70/2019 [>.............................] - ETA: 4:31 - loss: 965.4880 - logits_profile_predictions_loss: 948.2879 - logcount_predictions_loss: 0.6418 71/2019 [>.............................] - ETA: 4:31 - loss: 965.3765 - logits_profile_predictions_loss: 948.1838 - logcount_predictions_loss: 0.6415 72/2019 [>.............................] - ETA: 4:31 - loss: 965.2575 - logits_profile_predictions_loss: 948.0710 - logcount_predictions_loss: 0.6413 73/2019 [>.............................] - ETA: 4:31 - loss: 965.1525 - logits_profile_predictions_loss: 947.9702 - logcount_predictions_loss: 0.6411 74/2019 [>.............................] - ETA: 4:31 - loss: 965.0501 - logits_profile_predictions_loss: 947.8722 - logcount_predictions_loss: 0.6410 75/2019 [>.............................] - ETA: 4:30 - loss: 964.9152 - logits_profile_predictions_loss: 947.7429 - logcount_predictions_loss: 0.6408 76/2019 [>.............................] - ETA: 4:30 - loss: 964.7581 - logits_profile_predictions_loss: 947.5910 - logcount_predictions_loss: 0.6406 77/2019 [>.............................] - ETA: 4:30 - loss: 964.5981 - logits_profile_predictions_loss: 947.4363 - logcount_predictions_loss: 0.6404 78/2019 [>.............................] - ETA: 4:30 - loss: 964.4325 - logits_profile_predictions_loss: 947.2762 - logcount_predictions_loss: 0.6402 79/2019 [>.............................] - ETA: 4:30 - loss: 964.2743 - logits_profile_predictions_loss: 947.1229 - logcount_predictions_loss: 0.6400 80/2019 [>.............................] - ETA: 4:30 - loss: 964.1278 - logits_profile_predictions_loss: 946.9817 - logcount_predictions_loss: 0.6398 81/2019 [>.............................] - ETA: 4:30 - loss: 963.9711 - logits_profile_predictions_loss: 946.8306 - logcount_predictions_loss: 0.6396 82/2019 [>.............................] - ETA: 4:29 - loss: 963.8129 - logits_profile_predictions_loss: 946.6777 - logcount_predictions_loss: 0.6394 83/2019 [>.............................] - ETA: 4:29 - loss: 963.6523 - logits_profile_predictions_loss: 946.5219 - logcount_predictions_loss: 0.6392 84/2019 [>.............................] - ETA: 4:29 - loss: 963.4999 - logits_profile_predictions_loss: 946.3746 - logcount_predictions_loss: 0.6390 85/2019 [>.............................] - ETA: 4:29 - loss: 963.3541 - logits_profile_predictions_loss: 946.2340 - logcount_predictions_loss: 0.6388 86/2019 [>.............................] - ETA: 4:29 - loss: 963.1928 - logits_profile_predictions_loss: 946.0784 - logcount_predictions_loss: 0.6386 87/2019 [>.............................] - ETA: 4:29 - loss: 963.0401 - logits_profile_predictions_loss: 945.9306 - logcount_predictions_loss: 0.6384 88/2019 [>.............................] - ETA: 4:29 - loss: 962.8967 - logits_profile_predictions_loss: 945.7916 - logcount_predictions_loss: 0.6382 89/2019 [>.............................] - ETA: 4:28 - loss: 962.7718 - logits_profile_predictions_loss: 945.6700 - logcount_predictions_loss: 0.6381 90/2019 [>.............................] - ETA: 4:28 - loss: 962.6351 - logits_profile_predictions_loss: 945.5365 - logcount_predictions_loss: 0.6380 91/2019 [>.............................] - ETA: 4:28 - loss: 962.4915 - logits_profile_predictions_loss: 945.3962 - logcount_predictions_loss: 0.6379 92/2019 [>.............................] - ETA: 4:28 - 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99/2019 [>.............................] - ETA: 4:27 - loss: 961.4382 - logits_profile_predictions_loss: 944.3662 - logcount_predictions_loss: 0.6370 100/2019 [>.............................] - ETA: 4:27 - loss: 961.3139 - logits_profile_predictions_loss: 944.2445 - logcount_predictions_loss: 0.6369 101/2019 [>.............................] - ETA: 4:27 - loss: 961.1738 - logits_profile_predictions_loss: 944.1072 - logcount_predictions_loss: 0.6368 102/2019 [>.............................] - ETA: 4:27 - loss: 961.0378 - logits_profile_predictions_loss: 943.9729 - logcount_predictions_loss: 0.6368 103/2019 [>.............................] - ETA: 4:27 - loss: 960.8871 - logits_profile_predictions_loss: 943.8239 - logcount_predictions_loss: 0.6367 104/2019 [>.............................] - ETA: 4:26 - loss: 960.7412 - logits_profile_predictions_loss: 943.6800 - logcount_predictions_loss: 0.6366 105/2019 [>.............................] - ETA: 4:26 - loss: 960.5885 - 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[==>...........................] - ETA: 4:04 - loss: 948.4473 - logits_profile_predictions_loss: 931.6452 - logcount_predictions_loss: 0.6270 269/2019 [==>...........................] - ETA: 4:04 - loss: 948.4292 - logits_profile_predictions_loss: 931.6285 - logcount_predictions_loss: 0.6269 270/2019 [===>..........................] - ETA: 4:03 - loss: 948.4118 - logits_profile_predictions_loss: 931.6124 - logcount_predictions_loss: 0.6269 271/2019 [===>..........................] - ETA: 4:03 - loss: 948.3932 - logits_profile_predictions_loss: 931.5951 - logcount_predictions_loss: 0.6268 272/2019 [===>..........................] - ETA: 4:03 - loss: 948.3767 - logits_profile_predictions_loss: 931.5799 - logcount_predictions_loss: 0.6268 273/2019 [===>..........................] - ETA: 4:03 - loss: 948.3637 - logits_profile_predictions_loss: 931.5682 - logcount_predictions_loss: 0.6267 274/2019 [===>..........................] - ETA: 4:03 - loss: 948.3486 - 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[===>..........................] - ETA: 4:02 - loss: 948.2516 - logits_profile_predictions_loss: 931.4659 - logcount_predictions_loss: 0.6263 282/2019 [===>..........................] - ETA: 4:02 - loss: 948.2360 - logits_profile_predictions_loss: 931.4515 - logcount_predictions_loss: 0.6263 283/2019 [===>..........................] - ETA: 4:02 - loss: 948.2186 - logits_profile_predictions_loss: 931.4352 - logcount_predictions_loss: 0.6263 284/2019 [===>..........................] - ETA: 4:02 - loss: 948.2002 - logits_profile_predictions_loss: 931.4180 - logcount_predictions_loss: 0.6262 285/2019 [===>..........................] - ETA: 4:01 - loss: 948.1807 - logits_profile_predictions_loss: 931.3998 - logcount_predictions_loss: 0.6262 286/2019 [===>..........................] - ETA: 4:01 - loss: 948.1610 - logits_profile_predictions_loss: 931.3813 - logcount_predictions_loss: 0.6261 287/2019 [===>..........................] - ETA: 4:01 - loss: 948.1399 - 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[===>..........................] - ETA: 4:00 - loss: 947.9987 - logits_profile_predictions_loss: 931.2286 - logcount_predictions_loss: 0.6258 295/2019 [===>..........................] - ETA: 4:00 - loss: 947.9795 - logits_profile_predictions_loss: 931.2106 - logcount_predictions_loss: 0.6257 296/2019 [===>..........................] - ETA: 4:00 - loss: 947.9632 - logits_profile_predictions_loss: 931.1954 - logcount_predictions_loss: 0.6257 297/2019 [===>..........................] - ETA: 4:00 - loss: 947.9459 - logits_profile_predictions_loss: 931.1792 - logcount_predictions_loss: 0.6256 298/2019 [===>..........................] - ETA: 4:00 - loss: 947.9299 - logits_profile_predictions_loss: 931.1643 - logcount_predictions_loss: 0.6256 299/2019 [===>..........................] - ETA: 3:59 - loss: 947.9145 - logits_profile_predictions_loss: 931.1500 - logcount_predictions_loss: 0.6255 300/2019 [===>..........................] - ETA: 3:59 - loss: 947.8974 - 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[===>..........................] - ETA: 3:58 - loss: 947.7409 - logits_profile_predictions_loss: 930.9861 - logcount_predictions_loss: 0.6252 308/2019 [===>..........................] - ETA: 3:58 - loss: 947.7158 - logits_profile_predictions_loss: 930.9623 - logcount_predictions_loss: 0.6251 309/2019 [===>..........................] - ETA: 3:58 - loss: 947.6903 - logits_profile_predictions_loss: 930.9382 - logcount_predictions_loss: 0.6251 310/2019 [===>..........................] - ETA: 3:58 - loss: 947.6670 - logits_profile_predictions_loss: 930.9162 - logcount_predictions_loss: 0.6250 311/2019 [===>..........................] - ETA: 3:58 - loss: 947.6443 - logits_profile_predictions_loss: 930.8948 - logcount_predictions_loss: 0.6250 312/2019 [===>..........................] - ETA: 3:58 - loss: 947.6214 - logits_profile_predictions_loss: 930.8732 - logcount_predictions_loss: 0.6249 313/2019 [===>..........................] - ETA: 3:57 - loss: 947.5975 - 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[===>..........................] - ETA: 3:57 - loss: 947.4269 - logits_profile_predictions_loss: 930.6884 - logcount_predictions_loss: 0.6246 321/2019 [===>..........................] - ETA: 3:56 - loss: 947.4003 - logits_profile_predictions_loss: 930.6629 - logcount_predictions_loss: 0.6245 322/2019 [===>..........................] - ETA: 3:56 - loss: 947.3721 - logits_profile_predictions_loss: 930.6359 - logcount_predictions_loss: 0.6245 323/2019 [===>..........................] - ETA: 3:56 - loss: 947.3455 - logits_profile_predictions_loss: 930.6104 - logcount_predictions_loss: 0.6245 324/2019 [===>..........................] - ETA: 3:56 - loss: 947.3190 - logits_profile_predictions_loss: 930.5850 - logcount_predictions_loss: 0.6244 325/2019 [===>..........................] - ETA: 3:56 - loss: 947.2934 - logits_profile_predictions_loss: 930.5605 - logcount_predictions_loss: 0.6244 326/2019 [===>..........................] - ETA: 3:56 - loss: 947.2680 - 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[===>..........................] - ETA: 3:55 - loss: 947.0990 - logits_profile_predictions_loss: 930.3750 - logcount_predictions_loss: 0.6240 334/2019 [===>..........................] - ETA: 3:55 - loss: 947.0751 - logits_profile_predictions_loss: 930.3522 - logcount_predictions_loss: 0.6240 335/2019 [===>..........................] - ETA: 3:54 - loss: 947.0508 - logits_profile_predictions_loss: 930.3290 - logcount_predictions_loss: 0.6240 336/2019 [===>..........................] - ETA: 3:54 - loss: 947.0278 - logits_profile_predictions_loss: 930.3071 - logcount_predictions_loss: 0.6239 337/2019 [====>.........................] - ETA: 3:54 - loss: 947.0058 - logits_profile_predictions_loss: 930.2862 - logcount_predictions_loss: 0.6239 338/2019 [====>.........................] - ETA: 3:54 - loss: 946.9841 - logits_profile_predictions_loss: 930.2655 - logcount_predictions_loss: 0.6238 339/2019 [====>.........................] - ETA: 3:54 - loss: 946.9629 - logits_profile_predictions_loss: 930.2455 - logcount_predictions_loss: 0.6238 340/2019 [====>.........................] - ETA: 3:54 - loss: 946.9406 - logits_profile_predictions_loss: 930.2242 - logcount_predictions_loss: 0.6238 341/2019 [====>.........................] - ETA: 3:54 - loss: 946.9187 - logits_profile_predictions_loss: 930.2033 - logcount_predictions_loss: 0.6237 342/2019 [====>.........................] - ETA: 3:53 - loss: 946.8967 - logits_profile_predictions_loss: 930.1823 - logcount_predictions_loss: 0.6237 343/2019 [====>.........................] - ETA: 3:53 - loss: 946.8761 - logits_profile_predictions_loss: 930.1627 - logcount_predictions_loss: 0.6236 344/2019 [====>.........................] - ETA: 3:53 - loss: 946.8533 - logits_profile_predictions_loss: 930.1408 - logcount_predictions_loss: 0.6236 345/2019 [====>.........................] - ETA: 3:53 - loss: 946.8307 - logits_profile_predictions_loss: 930.1192 - logcount_predictions_loss: 0.6236 346/2019 [====>.........................] - ETA: 3:53 - loss: 946.8078 - logits_profile_predictions_loss: 930.0974 - logcount_predictions_loss: 0.6235 347/2019 [====>.........................] - ETA: 3:53 - loss: 946.7850 - logits_profile_predictions_loss: 930.0757 - logcount_predictions_loss: 0.6235 348/2019 [====>.........................] - ETA: 3:53 - loss: 946.7622 - logits_profile_predictions_loss: 930.0540 - logcount_predictions_loss: 0.6234 349/2019 [====>.........................] - ETA: 3:52 - loss: 946.7392 - logits_profile_predictions_loss: 930.0321 - logcount_predictions_loss: 0.6234 350/2019 [====>.........................] - ETA: 3:52 - loss: 946.7153 - logits_profile_predictions_loss: 930.0093 - logcount_predictions_loss: 0.6234 351/2019 [====>.........................] - ETA: 3:52 - loss: 946.6905 - logits_profile_predictions_loss: 929.9856 - logcount_predictions_loss: 0.6233 352/2019 [====>.........................] - ETA: 3:52 - loss: 946.6659 - logits_profile_predictions_loss: 929.9621 - logcount_predictions_loss: 0.6233 353/2019 [====>.........................] - ETA: 3:52 - loss: 946.6411 - logits_profile_predictions_loss: 929.9384 - logcount_predictions_loss: 0.6232 354/2019 [====>.........................] - ETA: 3:52 - loss: 946.6149 - logits_profile_predictions_loss: 929.9133 - logcount_predictions_loss: 0.6232 355/2019 [====>.........................] - ETA: 3:52 - loss: 946.5879 - logits_profile_predictions_loss: 929.8873 - logcount_predictions_loss: 0.6232 356/2019 [====>.........................] - ETA: 3:51 - loss: 946.5617 - logits_profile_predictions_loss: 929.8621 - logcount_predictions_loss: 0.6231 357/2019 [====>.........................] - ETA: 3:51 - loss: 946.5344 - logits_profile_predictions_loss: 929.8358 - logcount_predictions_loss: 0.6231 358/2019 [====>.........................] - ETA: 3:51 - loss: 946.5058 - logits_profile_predictions_loss: 929.8082 - logcount_predictions_loss: 0.6231 359/2019 [====>.........................] - ETA: 3:51 - loss: 946.4777 - logits_profile_predictions_loss: 929.7811 - logcount_predictions_loss: 0.6230 360/2019 [====>.........................] - ETA: 3:51 - loss: 946.4484 - logits_profile_predictions_loss: 929.7529 - logcount_predictions_loss: 0.6230 361/2019 [====>.........................] - ETA: 3:51 - loss: 946.4198 - logits_profile_predictions_loss: 929.7253 - logcount_predictions_loss: 0.6229 362/2019 [====>.........................] - ETA: 3:51 - loss: 946.3910 - logits_profile_predictions_loss: 929.6975 - logcount_predictions_loss: 0.6229 363/2019 [====>.........................] - ETA: 3:51 - loss: 946.3615 - logits_profile_predictions_loss: 929.6691 - logcount_predictions_loss: 0.6229 364/2019 [====>.........................] - ETA: 3:50 - loss: 946.3334 - logits_profile_predictions_loss: 929.6420 - logcount_predictions_loss: 0.6228 365/2019 [====>.........................] - ETA: 3:50 - loss: 946.3047 - logits_profile_predictions_loss: 929.6143 - logcount_predictions_loss: 0.6228 366/2019 [====>.........................] - ETA: 3:50 - loss: 946.2764 - logits_profile_predictions_loss: 929.5871 - logcount_predictions_loss: 0.6227 367/2019 [====>.........................] - ETA: 3:50 - loss: 946.2482 - logits_profile_predictions_loss: 929.5600 - logcount_predictions_loss: 0.6227 368/2019 [====>.........................] - ETA: 3:50 - loss: 946.2195 - logits_profile_predictions_loss: 929.5323 - logcount_predictions_loss: 0.6227 369/2019 [====>.........................] - ETA: 3:50 - loss: 946.1917 - logits_profile_predictions_loss: 929.5056 - logcount_predictions_loss: 0.6226 370/2019 [====>.........................] - ETA: 3:50 - loss: 946.1656 - logits_profile_predictions_loss: 929.4806 - logcount_predictions_loss: 0.6226 371/2019 [====>.........................] - ETA: 3:50 - loss: 946.1401 - logits_profile_predictions_loss: 929.4561 - logcount_predictions_loss: 0.6225 372/2019 [====>.........................] - ETA: 3:49 - loss: 946.1136 - logits_profile_predictions_loss: 929.4307 - logcount_predictions_loss: 0.6225 373/2019 [====>.........................] - ETA: 3:49 - loss: 946.0876 - logits_profile_predictions_loss: 929.4056 - logcount_predictions_loss: 0.6225 374/2019 [====>.........................] - ETA: 3:49 - loss: 946.0611 - logits_profile_predictions_loss: 929.3802 - logcount_predictions_loss: 0.6224 375/2019 [====>.........................] - ETA: 3:49 - loss: 946.0355 - logits_profile_predictions_loss: 929.3556 - logcount_predictions_loss: 0.6224 376/2019 [====>.........................] - ETA: 3:49 - loss: 946.0117 - logits_profile_predictions_loss: 929.3328 - logcount_predictions_loss: 0.6224 377/2019 [====>.........................] - ETA: 3:49 - loss: 945.9883 - logits_profile_predictions_loss: 929.3104 - logcount_predictions_loss: 0.6223 378/2019 [====>.........................] - ETA: 3:49 - loss: 945.9653 - 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[============================>.] - ETA: 1s - loss: 936.7705 - logits_profile_predictions_loss: 920.5979 - logcount_predictions_loss: 0.6035 2012/2019 [============================>.] - ETA: 0s - loss: 936.7688 - logits_profile_predictions_loss: 920.5962 - logcount_predictions_loss: 0.6035 2013/2019 [============================>.] - ETA: 0s - loss: 936.7671 - logits_profile_predictions_loss: 920.5946 - logcount_predictions_loss: 0.6035 2014/2019 [============================>.] - ETA: 0s - loss: 936.7654 - logits_profile_predictions_loss: 920.5930 - logcount_predictions_loss: 0.6035 2015/2019 [============================>.] - ETA: 0s - loss: 936.7637 - logits_profile_predictions_loss: 920.5914 - logcount_predictions_loss: 0.6035 2016/2019 [============================>.] - ETA: 0s - loss: 936.7620 - logits_profile_predictions_loss: 920.5897 - logcount_predictions_loss: 0.6035 2017/2019 [============================>.] - ETA: 0s - loss: 936.7603 - logits_profile_predictions_loss: 920.5881 - logcount_predictions_loss: 0.6035 2018/2019 [============================>.] - ETA: 0s - loss: 936.7586 - logits_profile_predictions_loss: 920.5865 - logcount_predictions_loss: 0.6035 2019/2019 [==============================] - ETA: 0s - loss: 936.7569 - logits_profile_predictions_loss: 920.5849 - logcount_predictions_loss: 0.6035 2019/2019 [==============================] - 302s 149ms/step - loss: 936.7551 - logits_profile_predictions_loss: 920.5832 - logcount_predictions_loss: 0.6034 - val_loss: 1167.0785 - val_logits_profile_predictions_loss: 1146.5485 - val_logcount_predictions_loss: 0.7660 Epoch 00017: val_loss did not improve from 1136.90417 Epoch 18/50 1/2019 [..............................] - ETA: 5:10 - loss: 977.3093 - logits_profile_predictions_loss: 955.2808 - logcount_predictions_loss: 0.8220 2/2019 [..............................] - ETA: 4:54 - loss: 956.3914 - logits_profile_predictions_loss: 936.0102 - logcount_predictions_loss: 0.7605 3/2019 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[=>............................] - ETA: 4:13 - loss: 923.7099 - logits_profile_predictions_loss: 907.9188 - logcount_predictions_loss: 0.5892 201/2019 [=>............................] - ETA: 4:13 - loss: 923.7098 - logits_profile_predictions_loss: 907.9205 - logcount_predictions_loss: 0.5892 202/2019 [==>...........................] - ETA: 4:13 - loss: 923.7088 - logits_profile_predictions_loss: 907.9212 - logcount_predictions_loss: 0.5891 203/2019 [==>...........................] - ETA: 4:13 - loss: 923.7074 - logits_profile_predictions_loss: 907.9215 - logcount_predictions_loss: 0.5890 204/2019 [==>...........................] - ETA: 4:13 - loss: 923.7072 - logits_profile_predictions_loss: 907.9229 - logcount_predictions_loss: 0.5890 205/2019 [==>...........................] - ETA: 4:13 - loss: 923.7117 - logits_profile_predictions_loss: 907.9291 - logcount_predictions_loss: 0.5889 206/2019 [==>...........................] - ETA: 4:12 - loss: 923.7183 - 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[==>...........................] - ETA: 4:04 - loss: 923.6969 - logits_profile_predictions_loss: 907.9969 - logcount_predictions_loss: 0.5858 266/2019 [==>...........................] - ETA: 4:04 - loss: 923.6920 - logits_profile_predictions_loss: 907.9932 - logcount_predictions_loss: 0.5858 267/2019 [==>...........................] - ETA: 4:04 - loss: 923.6884 - logits_profile_predictions_loss: 907.9906 - logcount_predictions_loss: 0.5857 268/2019 [==>...........................] - ETA: 4:04 - loss: 923.6844 - logits_profile_predictions_loss: 907.9877 - logcount_predictions_loss: 0.5857 269/2019 [==>...........................] - ETA: 4:03 - loss: 923.6809 - logits_profile_predictions_loss: 907.9853 - logcount_predictions_loss: 0.5857 270/2019 [===>..........................] - ETA: 4:03 - loss: 923.6782 - logits_profile_predictions_loss: 907.9836 - logcount_predictions_loss: 0.5856 271/2019 [===>..........................] - ETA: 4:03 - loss: 923.6768 - 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[===>..........................] - ETA: 3:57 - loss: 923.6245 - logits_profile_predictions_loss: 907.9761 - logcount_predictions_loss: 0.5839 318/2019 [===>..........................] - ETA: 3:57 - loss: 923.6278 - logits_profile_predictions_loss: 907.9802 - logcount_predictions_loss: 0.5839 319/2019 [===>..........................] - ETA: 3:57 - loss: 923.6322 - logits_profile_predictions_loss: 907.9854 - logcount_predictions_loss: 0.5838 320/2019 [===>..........................] - ETA: 3:56 - loss: 923.6384 - logits_profile_predictions_loss: 907.9924 - logcount_predictions_loss: 0.5838 321/2019 [===>..........................] - ETA: 3:56 - loss: 923.6459 - logits_profile_predictions_loss: 908.0008 - logcount_predictions_loss: 0.5838 322/2019 [===>..........................] - ETA: 3:56 - loss: 923.6519 - logits_profile_predictions_loss: 908.0075 - logcount_predictions_loss: 0.5838 323/2019 [===>..........................] - ETA: 3:56 - loss: 923.6593 - 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[=====>........................] - ETA: 3:44 - loss: 924.6399 - logits_profile_predictions_loss: 909.0729 - logcount_predictions_loss: 0.5809 409/2019 [=====>........................] - ETA: 3:44 - loss: 924.6477 - logits_profile_predictions_loss: 909.0815 - logcount_predictions_loss: 0.5808 410/2019 [=====>........................] - ETA: 3:44 - loss: 924.6559 - logits_profile_predictions_loss: 909.0905 - logcount_predictions_loss: 0.5808 411/2019 [=====>........................] - ETA: 3:44 - loss: 924.6644 - logits_profile_predictions_loss: 909.0998 - logcount_predictions_loss: 0.5808 412/2019 [=====>........................] - ETA: 3:44 - loss: 924.6737 - logits_profile_predictions_loss: 909.1099 - logcount_predictions_loss: 0.5807 413/2019 [=====>........................] - ETA: 3:43 - loss: 924.6832 - logits_profile_predictions_loss: 909.1202 - logcount_predictions_loss: 0.5807 414/2019 [=====>........................] - ETA: 3:43 - loss: 924.6928 - 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908.2748 - logcount_predictions_loss: 0.5673  1949/2019 [===========================>..] - ETA: 9s - loss: 923.4745 - logits_profile_predictions_loss: 908.2722 - logcount_predictions_loss: 0.5673 1950/2019 [===========================>..] - ETA: 9s - loss: 923.4718 - logits_profile_predictions_loss: 908.2696 - logcount_predictions_loss: 0.5673 1951/2019 [===========================>..] - ETA: 9s - loss: 923.4691 - logits_profile_predictions_loss: 908.2670 - logcount_predictions_loss: 0.5673 1952/2019 [============================>.] - ETA: 9s - loss: 923.4664 - logits_profile_predictions_loss: 908.2644 - logcount_predictions_loss: 0.5672 1953/2019 [============================>.] - ETA: 9s - loss: 923.4637 - logits_profile_predictions_loss: 908.2618 - logcount_predictions_loss: 0.5672 1954/2019 [============================>.] - ETA: 9s - loss: 923.4610 - logits_profile_predictions_loss: 908.2592 - logcount_predictions_loss: 0.5672 1955/2019 [============================>.] - ETA: 8s - loss: 923.4583 - logits_profile_predictions_loss: 908.2566 - logcount_predictions_loss: 0.5672 1956/2019 [============================>.] - ETA: 8s - loss: 923.4556 - logits_profile_predictions_loss: 908.2541 - logcount_predictions_loss: 0.5672 1957/2019 [============================>.] - ETA: 8s - loss: 923.4529 - logits_profile_predictions_loss: 908.2515 - logcount_predictions_loss: 0.5672 1958/2019 [============================>.] - ETA: 8s - loss: 923.4503 - logits_profile_predictions_loss: 908.2490 - logcount_predictions_loss: 0.5672 1959/2019 [============================>.] - ETA: 8s - loss: 923.4476 - logits_profile_predictions_loss: 908.2464 - logcount_predictions_loss: 0.5672 1960/2019 [============================>.] - ETA: 8s - loss: 923.4450 - logits_profile_predictions_loss: 908.2438 - logcount_predictions_loss: 0.5672 1961/2019 [============================>.] - ETA: 8s - loss: 923.4423 - logits_profile_predictions_loss: 908.2413 - logcount_predictions_loss: 0.5672 1962/2019 [============================>.] - ETA: 7s - loss: 923.4398 - logits_profile_predictions_loss: 908.2389 - logcount_predictions_loss: 0.5672 1963/2019 [============================>.] - ETA: 7s - loss: 923.4372 - logits_profile_predictions_loss: 908.2364 - logcount_predictions_loss: 0.5672 1964/2019 [============================>.] - ETA: 7s - loss: 923.4346 - logits_profile_predictions_loss: 908.2339 - logcount_predictions_loss: 0.5672 1965/2019 [============================>.] - ETA: 7s - loss: 923.4321 - logits_profile_predictions_loss: 908.2315 - logcount_predictions_loss: 0.5672 1966/2019 [============================>.] - ETA: 7s - loss: 923.4296 - logits_profile_predictions_loss: 908.2291 - logcount_predictions_loss: 0.5672 1967/2019 [============================>.] - ETA: 7s - loss: 923.4270 - logits_profile_predictions_loss: 908.2266 - logcount_predictions_loss: 0.5672 1968/2019 [============================>.] - ETA: 7s - loss: 923.4244 - logits_profile_predictions_loss: 908.2241 - logcount_predictions_loss: 0.5672 1969/2019 [============================>.] - ETA: 6s - loss: 923.4218 - logits_profile_predictions_loss: 908.2216 - logcount_predictions_loss: 0.5672 1970/2019 [============================>.] - ETA: 6s - loss: 923.4192 - logits_profile_predictions_loss: 908.2192 - logcount_predictions_loss: 0.5672 1971/2019 [============================>.] - ETA: 6s - loss: 923.4166 - logits_profile_predictions_loss: 908.2167 - logcount_predictions_loss: 0.5672 1972/2019 [============================>.] - ETA: 6s - loss: 923.4141 - logits_profile_predictions_loss: 908.2142 - logcount_predictions_loss: 0.5672 1973/2019 [============================>.] - ETA: 6s - loss: 923.4115 - logits_profile_predictions_loss: 908.2117 - logcount_predictions_loss: 0.5672 1974/2019 [============================>.] - ETA: 6s - loss: 923.4089 - logits_profile_predictions_loss: 908.2092 - logcount_predictions_loss: 0.5672 1975/2019 [============================>.] - ETA: 6s - loss: 923.4063 - logits_profile_predictions_loss: 908.2068 - logcount_predictions_loss: 0.5672 1976/2019 [============================>.] - ETA: 5s - loss: 923.4038 - logits_profile_predictions_loss: 908.2043 - logcount_predictions_loss: 0.5672 1977/2019 [============================>.] - ETA: 5s - loss: 923.4012 - logits_profile_predictions_loss: 908.2018 - logcount_predictions_loss: 0.5671 1978/2019 [============================>.] - ETA: 5s - loss: 923.3986 - logits_profile_predictions_loss: 908.1993 - logcount_predictions_loss: 0.5671 1979/2019 [============================>.] - ETA: 5s - loss: 923.3960 - logits_profile_predictions_loss: 908.1968 - logcount_predictions_loss: 0.5671 1980/2019 [============================>.] - ETA: 5s - loss: 923.3933 - logits_profile_predictions_loss: 908.1943 - logcount_predictions_loss: 0.5671 1981/2019 [============================>.] - ETA: 5s - loss: 923.3906 - logits_profile_predictions_loss: 908.1917 - logcount_predictions_loss: 0.5671 1982/2019 [============================>.] - ETA: 5s - loss: 923.3880 - logits_profile_predictions_loss: 908.1892 - logcount_predictions_loss: 0.5671 1983/2019 [============================>.] - ETA: 5s - loss: 923.3854 - logits_profile_predictions_loss: 908.1867 - logcount_predictions_loss: 0.5671 1984/2019 [============================>.] - ETA: 4s - loss: 923.3828 - logits_profile_predictions_loss: 908.1841 - logcount_predictions_loss: 0.5671 1985/2019 [============================>.] - ETA: 4s - loss: 923.3801 - logits_profile_predictions_loss: 908.1816 - logcount_predictions_loss: 0.5671 1986/2019 [============================>.] - ETA: 4s - loss: 923.3774 - logits_profile_predictions_loss: 908.1790 - logcount_predictions_loss: 0.5671 1987/2019 [============================>.] - ETA: 4s - loss: 923.3746 - logits_profile_predictions_loss: 908.1763 - logcount_predictions_loss: 0.5671 1988/2019 [============================>.] - ETA: 4s - loss: 923.3719 - logits_profile_predictions_loss: 908.1737 - logcount_predictions_loss: 0.5671 1989/2019 [============================>.] - ETA: 4s - loss: 923.3691 - logits_profile_predictions_loss: 908.1710 - logcount_predictions_loss: 0.5671 1990/2019 [============================>.] - ETA: 4s - loss: 923.3663 - logits_profile_predictions_loss: 908.1683 - logcount_predictions_loss: 0.5671 1991/2019 [============================>.] - ETA: 3s - loss: 923.3635 - logits_profile_predictions_loss: 908.1656 - logcount_predictions_loss: 0.5671 1992/2019 [============================>.] - ETA: 3s - loss: 923.3607 - logits_profile_predictions_loss: 908.1629 - logcount_predictions_loss: 0.5671 1993/2019 [============================>.] - ETA: 3s - loss: 923.3580 - logits_profile_predictions_loss: 908.1603 - logcount_predictions_loss: 0.5671 1994/2019 [============================>.] - ETA: 3s - loss: 923.3552 - logits_profile_predictions_loss: 908.1576 - logcount_predictions_loss: 0.5671 1995/2019 [============================>.] - ETA: 3s - loss: 923.3524 - logits_profile_predictions_loss: 908.1550 - logcount_predictions_loss: 0.5671 1996/2019 [============================>.] - ETA: 3s - loss: 923.3497 - logits_profile_predictions_loss: 908.1523 - logcount_predictions_loss: 0.5671 1997/2019 [============================>.] - ETA: 3s - loss: 923.3468 - logits_profile_predictions_loss: 908.1496 - logcount_predictions_loss: 0.5671 1998/2019 [============================>.] - ETA: 2s - loss: 923.3440 - logits_profile_predictions_loss: 908.1469 - logcount_predictions_loss: 0.5671 1999/2019 [============================>.] - ETA: 2s - loss: 923.3412 - logits_profile_predictions_loss: 908.1442 - logcount_predictions_loss: 0.5671 2000/2019 [============================>.] - ETA: 2s - loss: 923.3385 - logits_profile_predictions_loss: 908.1416 - logcount_predictions_loss: 0.5671 2001/2019 [============================>.] - ETA: 2s - loss: 923.3358 - logits_profile_predictions_loss: 908.1389 - logcount_predictions_loss: 0.5671 2002/2019 [============================>.] - ETA: 2s - loss: 923.3331 - logits_profile_predictions_loss: 908.1364 - logcount_predictions_loss: 0.5671 2003/2019 [============================>.] - ETA: 2s - loss: 923.3304 - logits_profile_predictions_loss: 908.1338 - logcount_predictions_loss: 0.5670 2004/2019 [============================>.] - ETA: 2s - loss: 923.3277 - logits_profile_predictions_loss: 908.1312 - logcount_predictions_loss: 0.5670 2005/2019 [============================>.] - ETA: 1s - loss: 923.3251 - logits_profile_predictions_loss: 908.1287 - logcount_predictions_loss: 0.5670 2006/2019 [============================>.] - ETA: 1s - loss: 923.3225 - logits_profile_predictions_loss: 908.1262 - logcount_predictions_loss: 0.5670 2007/2019 [============================>.] - ETA: 1s - loss: 923.3198 - logits_profile_predictions_loss: 908.1236 - logcount_predictions_loss: 0.5670 2008/2019 [============================>.] - ETA: 1s - loss: 923.3172 - logits_profile_predictions_loss: 908.1211 - logcount_predictions_loss: 0.5670 2009/2019 [============================>.] - ETA: 1s - loss: 923.3146 - logits_profile_predictions_loss: 908.1186 - logcount_predictions_loss: 0.5670 2010/2019 [============================>.] - ETA: 1s - loss: 923.3120 - logits_profile_predictions_loss: 908.1160 - logcount_predictions_loss: 0.5670 2011/2019 [============================>.] - ETA: 1s - loss: 923.3093 - logits_profile_predictions_loss: 908.1135 - logcount_predictions_loss: 0.5670 2012/2019 [============================>.] - ETA: 0s - loss: 923.3067 - logits_profile_predictions_loss: 908.1110 - logcount_predictions_loss: 0.5670 2013/2019 [============================>.] - ETA: 0s - loss: 923.3041 - logits_profile_predictions_loss: 908.1085 - logcount_predictions_loss: 0.5670 2014/2019 [============================>.] - ETA: 0s - loss: 923.3015 - logits_profile_predictions_loss: 908.1060 - logcount_predictions_loss: 0.5670 2015/2019 [============================>.] - ETA: 0s - loss: 923.2989 - logits_profile_predictions_loss: 908.1035 - logcount_predictions_loss: 0.5670 2016/2019 [============================>.] - ETA: 0s - loss: 923.2962 - logits_profile_predictions_loss: 908.1009 - logcount_predictions_loss: 0.5670 2017/2019 [============================>.] - ETA: 0s - loss: 923.2936 - logits_profile_predictions_loss: 908.0984 - logcount_predictions_loss: 0.5670 2018/2019 [============================>.] - ETA: 0s - loss: 923.2909 - logits_profile_predictions_loss: 908.0958 - logcount_predictions_loss: 0.5670 2019/2019 [==============================] - ETA: 0s - loss: 923.2883 - logits_profile_predictions_loss: 908.0933 - logcount_predictions_loss: 0.5670 2019/2019 [==============================] - 301s 149ms/step - loss: 923.2856 - logits_profile_predictions_loss: 908.0907 - logcount_predictions_loss: 0.5670 - val_loss: 1161.3427 - val_logits_profile_predictions_loss: 1141.0316 - val_logcount_predictions_loss: 0.7579 Epoch 00018: val_loss did not improve from 1136.90417 Restoring model weights from the end of the best epoch. Epoch 00018: early stopping save model save model without bias 2022-10-04_16-20-43: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(33343, 10) loading nonpeaks... got split:test for bed regions:(34694, 10) 0/266 100/266 200/266 2022-10-04_16-23-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(33343, 10) loading nonpeaks... got split:test for bed regions:(34694, 10) 0/266 100/266 200/266 2022-10-04_16-26-41: 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/DNASE//ENCSR000EMJ//preprocessing/bigWigs/ENCSR000EMJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(33343, 10) loading nonpeaks... got split:test for bed regions:(34694, 10) 0/266 100/266 200/266 2022-10-04_16-28-44: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//footprints 2022-10-04_16-28-44: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/31 [..............................] - ETA: 3:14 3/31 [=>............................] - ETA: 8s  4/31 [==>...........................] - ETA: 11s 5/31 [===>..........................] - ETA: 12s 6/31 [====>.........................] - ETA: 12s 7/31 [=====>........................] - ETA: 12s 8/31 [======>.......................] - ETA: 12s 9/31 [=======>......................] - ETA: 12s 10/31 [========>.....................] - ETA: 11s 11/31 [=========>....................] - ETA: 11s 12/31 [==========>...................] - ETA: 10s 13/31 [===========>..................] - ETA: 10s 14/31 [============>.................] - ETA: 9s  15/31 [=============>................] - ETA: 9s 16/31 [==============>...............] - ETA: 8s 17/31 [===============>..............] - ETA: 8s 18/31 [================>.............] - ETA: 7s 19/31 [=================>............] - ETA: 7s 20/31 [==================>...........] - ETA: 6s 21/31 [===================>..........] - ETA: 5s 22/31 [====================>.........] - ETA: 5s 23/31 [=====================>........] - ETA: 4s 24/31 [======================>.......] - ETA: 4s 25/31 [=======================>......] - ETA: 3s 26/31 [========================>.....] - ETA: 3s 27/31 [=========================>....] - ETA: 2s 28/31 [==========================>...] - ETA: 1s 29/31 [===========================>..] - ETA: 1s 30/31 [============================>.] - ETA: 0s 31/31 [==============================] - ETA: 0s 31/31 [==============================] - 28s 718ms/step 1/31 [..............................] - ETA: 0s 2/31 [>.............................] - ETA: 18s 3/31 [=>............................] - ETA: 17s 4/31 [==>...........................] - ETA: 16s 5/31 [===>..........................] - ETA: 16s 6/31 [====>.........................] - ETA: 15s 7/31 [=====>........................] - ETA: 14s 8/31 [======>.......................] - ETA: 14s 9/31 [=======>......................] - ETA: 13s 10/31 [========>.....................] - ETA: 13s 11/31 [=========>....................] - ETA: 12s 12/31 [==========>...................] - ETA: 11s 13/31 [===========>..................] - ETA: 11s 14/31 [============>.................] - ETA: 10s 15/31 [=============>................] - ETA: 9s  16/31 [==============>...............] - ETA: 9s 17/31 [===============>..............] - ETA: 8s 18/31 [================>.............] - ETA: 8s 19/31 [=================>............] - ETA: 7s 20/31 [==================>...........] - ETA: 6s 21/31 [===================>..........] - ETA: 6s 22/31 [====================>.........] - ETA: 5s 23/31 [=====================>........] - ETA: 4s 24/31 [======================>.......] - ETA: 4s 25/31 [=======================>......] - ETA: 3s 26/31 [========================>.....] - ETA: 3s 27/31 [=========================>....] - ETA: 2s 28/31 [==========================>...] - ETA: 1s 29/31 [===========================>..] - ETA: 1s 30/31 [============================>.] - ETA: 0s 31/31 [==============================] - ETA: 0s 31/31 [==============================] - 19s 634ms/step inserting motif: dnase_2 TGTACTTACGAA 1/31 [..............................] - ETA: 0s 2/31 [>.............................] - ETA: 18s 3/31 [=>............................] - ETA: 17s 4/31 [==>...........................] - ETA: 16s 5/31 [===>..........................] - ETA: 16s 6/31 [====>.........................] - ETA: 15s 7/31 [=====>........................] - ETA: 14s 8/31 [======>.......................] - ETA: 14s 9/31 [=======>......................] - ETA: 13s 10/31 [========>.....................] - ETA: 13s 11/31 [=========>....................] - ETA: 12s 12/31 [==========>...................] - ETA: 11s 13/31 [===========>..................] - ETA: 11s 14/31 [============>.................] - ETA: 10s 15/31 [=============>................] - ETA: 9s  16/31 [==============>...............] - ETA: 9s 17/31 [===============>..............] - ETA: 8s 18/31 [================>.............] - ETA: 8s 19/31 [=================>............] - ETA: 7s 20/31 [==================>...........] - ETA: 6s 21/31 [===================>..........] - ETA: 6s 22/31 [====================>.........] - ETA: 5s 23/31 [=====================>........] - ETA: 4s 24/31 [======================>.......] - ETA: 4s 25/31 [=======================>......] - ETA: 3s 26/31 [========================>.....] - ETA: 3s 27/31 [=========================>....] - ETA: 2s 28/31 [==========================>...] - ETA: 1s 29/31 [===========================>..] - ETA: 1s 30/31 [============================>.] - ETA: 0s 31/31 [==============================] - ETA: 0s 31/31 [==============================] - 19s 634ms/step 1/31 [..............................] - ETA: 0s 2/31 [>.............................] - ETA: 18s 3/31 [=>............................] - ETA: 17s 4/31 [==>...........................] - ETA: 16s 5/31 [===>..........................] - ETA: 16s 6/31 [====>.........................] - ETA: 15s 7/31 [=====>........................] - ETA: 14s 8/31 [======>.......................] - ETA: 14s 9/31 [=======>......................] - ETA: 13s 10/31 [========>.....................] - ETA: 13s 11/31 [=========>....................] - ETA: 12s 12/31 [==========>...................] - ETA: 11s 13/31 [===========>..................] - ETA: 11s 14/31 [============>.................] - ETA: 10s 15/31 [=============>................] - ETA: 9s  16/31 [==============>...............] - ETA: 9s 17/31 [===============>..............] - ETA: 8s 18/31 [================>.............] - ETA: 8s 19/31 [=================>............] - ETA: 7s 20/31 [==================>...........] - ETA: 6s 21/31 [===================>..........] - ETA: 6s 22/31 [====================>.........] - ETA: 5s 23/31 [=====================>........] - ETA: 4s 24/31 [======================>.......] - ETA: 4s 25/31 [=======================>......] - ETA: 3s 26/31 [========================>.....] - ETA: 3s 27/31 [=========================>....] - ETA: 2s 28/31 [==========================>...] - ETA: 1s 29/31 [===========================>..] - ETA: 1s 30/31 [============================>.] - ETA: 0s 31/31 [==============================] - ETA: 0s 31/31 [==============================] - 19s 634ms/step Saving marginal footprints 2022-10-04_16-30-28: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//footprints 2022-10-04_16-30-28: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR000EMJ//chrombppnet_model_encsr283tme_bias_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/31 [..............................] - ETA: 1:32 3/31 [=>............................] - ETA: 0s  5/31 [===>..........................] - ETA: 1s 6/31 [====>.........................] - ETA: 1s 7/31 [=====>........................] - ETA: 1s 8/31 [======>.......................] - ETA: 1s 9/31 [=======>......................] - ETA: 1s 10/31 [========>.....................] - ETA: 0s 11/31 [=========>....................] - ETA: 0s 12/31 [==========>...................] - ETA: 0s 13/31 [===========>..................] - ETA: 0s 14/31 [============>.................] - ETA: 0s 15/31 [=============>................] - ETA: 0s 16/31 [==============>...............] - ETA: 0s 18/31 [================>.............] - ETA: 0s 20/31 [==================>...........] - ETA: 0s 22/31 [====================>.........] - ETA: 0s 23/31 [=====================>........] - ETA: 0s 24/31 [======================>.......] - ETA: 0s 25/31 [=======================>......] - ETA: 0s 26/31 [========================>.....] - ETA: 0s 27/31 [=========================>....] - ETA: 0s 28/31 [==========================>...] - ETA: 0s 29/31 [===========================>..] - ETA: 0s 30/31 [============================>.] - ETA: 0s 31/31 [==============================] - ETA: 0s 31/31 [==============================] - 5s 64ms/step 1/31 [..............................] - ETA: 0s 2/31 [>.............................] - ETA: 1s 4/31 [==>...........................] - ETA: 1s 5/31 [===>..........................] - ETA: 1s 6/31 [====>.........................] - ETA: 1s 7/31 [=====>........................] - ETA: 1s 8/31 [======>.......................] - ETA: 1s 9/31 [=======>......................] - ETA: 1s 10/31 [========>.....................] - ETA: 1s 11/31 [=========>....................] - ETA: 1s 13/31 [===========>..................] - ETA: 0s 15/31 [=============>................] - ETA: 0s 16/31 [==============>...............] - ETA: 0s 18/31 [================>.............] - ETA: 0s 20/31 [==================>...........] - ETA: 0s 22/31 [====================>.........] - ETA: 0s 23/31 [=====================>........] - ETA: 0s 24/31 [======================>.......] - ETA: 0s 26/31 [========================>.....] - ETA: 0s 27/31 [=========================>....] - ETA: 0s 28/31 [==========================>...] - ETA: 0s 29/31 [===========================>..] - ETA: 0s 30/31 [============================>.] - ETA: 0s 31/31 [==============================] - 2s 51ms/step inserting motif: dnase_2 TGTACTTACGAA 1/31 [..............................] - ETA: 0s 2/31 [>.............................] - ETA: 1s 4/31 [==>...........................] - ETA: 1s 5/31 [===>..........................] - ETA: 1s 6/31 [====>.........................] - ETA: 1s 7/31 [=====>........................] - ETA: 1s 8/31 [======>.......................] - ETA: 1s 9/31 [=======>......................] - ETA: 1s 11/31 [=========>....................] - ETA: 1s 12/31 [==========>...................] - ETA: 0s 14/31 [============>.................] - ETA: 0s 16/31 [==============>...............] - ETA: 0s 17/31 [===============>..............] - ETA: 0s 18/31 [================>.............] - ETA: 0s 19/31 [=================>............] - ETA: 0s 20/31 [==================>...........] - ETA: 0s 21/31 [===================>..........] - ETA: 0s 22/31 [====================>.........] - ETA: 0s 23/31 [=====================>........] - ETA: 0s 24/31 [======================>.......] - ETA: 0s 25/31 [=======================>......] - ETA: 0s 26/31 [========================>.....] - ETA: 0s 27/31 [=========================>....] - ETA: 0s 28/31 [==========================>...] - ETA: 0s 29/31 [===========================>..] - ETA: 0s 30/31 [============================>.] - ETA: 0s 31/31 [==============================] - ETA: 0s 31/31 [==============================] - 2s 52ms/step 1/31 [..............................] - ETA: 0s 2/31 [>.............................] - ETA: 1s 3/31 [=>............................] - ETA: 1s 4/31 [==>...........................] - ETA: 1s 5/31 [===>..........................] - ETA: 1s 7/31 [=====>........................] - ETA: 1s 8/31 [======>.......................] - ETA: 1s 9/31 [=======>......................] - ETA: 1s 10/31 [========>.....................] - ETA: 1s 11/31 [=========>....................] - ETA: 1s 12/31 [==========>...................] - ETA: 0s 13/31 [===========>..................] - ETA: 0s 15/31 [=============>................] - ETA: 0s 17/31 [===============>..............] - ETA: 0s 19/31 [=================>............] - ETA: 0s 20/31 [==================>...........] - ETA: 0s 21/31 [===================>..........] - ETA: 0s 23/31 [=====================>........] - ETA: 0s 24/31 [======================>.......] - ETA: 0s 25/31 [=======================>......] - ETA: 0s 26/31 [========================>.....] - ETA: 0s 28/31 [==========================>...] - ETA: 0s 29/31 [===========================>..] - ETA: 0s 30/31 [============================>.] - ETA: 0s 31/31 [==============================] - ETA: 0s 31/31 [==============================] - 2s 52ms/step Saving marginal footprints