2022-10-04_22-43-14: 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//ENCSR384GGJ//preprocessing/bigWigs/ENCSR384GGJ.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR384GGJ//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR384GGJ//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_4/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr5', 'chr6', 'chr8', 'chr9', 'chr11', 'chr12', 'chr14', 'chr15', 'chr16', 'chr20', 'chr22', 'chrY', 'chr10', 'chr18'] Number of peaks input: 80516 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 80516 Number of peaks input: 22047 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 22047 Number of non peaks input: 79810 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 79810 Number of non peaks input: 22752 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 22752 Number of peaks after removing outliers: 79629 Number of nonpeaks after removing outliers: 70759 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 1/2212 [..............................] - ETA: 4:15:32 12/2212 [..............................] - ETA: 10s  23/2212 [..............................] - ETA: 10s 34/2212 [..............................] - ETA: 10s 45/2212 [..............................] - ETA: 10s 57/2212 [..............................] - ETA: 9s  69/2212 [..............................] - ETA: 9s 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ETA: 0s 2115/2212 [===========================>..] - ETA: 0s 2127/2212 [===========================>..] - ETA: 0s 2139/2212 [============================>.] - ETA: 0s 2151/2212 [============================>.] - ETA: 0s 2163/2212 [============================>.] - ETA: 0s 2175/2212 [============================>.] - ETA: 0s 2187/2212 [============================>.] - ETA: 0s 2199/2212 [============================>.] - ETA: 0s 2211/2212 [============================>.] - ETA: 0s 2212/2212 [==============================] - 17s 4ms/step 2022-10-04_22-46-35: 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//ENCSR384GGJ//preprocessing/bigWigs/ENCSR384GGJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '6.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(72848, 10) loading nonpeaks... got split:train for bed regions:(64718, 10) loading peaks... got split:valid for bed regions:(6781, 10) loading nonpeaks... got split:valid for bed regions:(6041, 10) Epoch 1/50 1/1253 [..............................] - ETA: 2:03:15 - loss: 568.5196 - logits_profile_predictions_loss: 538.1967 - logcount_predictions_loss: 4.5944 2/1253 [..............................] - ETA: 2:55 - loss: 6138.3365 - logits_profile_predictions_loss: 564.7096 - logcount_predictions_loss: 844.4890 3/1253 [..............................] - ETA: 2:55 - loss: 6763.0192 - logits_profile_predictions_loss: 574.1519 - logcount_predictions_loss: 937.7072 4/1253 [..............................] - ETA: 2:54 - loss: 6609.3569 - logits_profile_predictions_loss: 574.4997 - logcount_predictions_loss: 914.3724 5/1253 [..............................] - ETA: 2:54 - loss: 6299.3686 - logits_profile_predictions_loss: 578.2089 - logcount_predictions_loss: 866.8424 6/1253 [..............................] - ETA: 2:54 - loss: 5972.4667 - logits_profile_predictions_loss: 583.3405 - logcount_predictions_loss: 816.5343 7/1253 [..............................] - ETA: 2:53 - loss: 5661.0077 - logits_profile_predictions_loss: 584.4871 - logcount_predictions_loss: 769.1698 8/1253 [..............................] - ETA: 2:53 - loss: 5377.6997 - logits_profile_predictions_loss: 585.0700 - logcount_predictions_loss: 726.1561 9/1253 [..............................] - ETA: 2:53 - loss: 5121.9501 - logits_profile_predictions_loss: 584.3053 - logcount_predictions_loss: 687.5220 10/1253 [..............................] - ETA: 2:53 - loss: 4894.2498 - logits_profile_predictions_loss: 585.1302 - logcount_predictions_loss: 652.8969 11/1253 [..............................] - ETA: 2:53 - loss: 4689.0655 - logits_profile_predictions_loss: 585.2410 - logcount_predictions_loss: 621.7916 12/1253 [..............................] - ETA: 2:52 - loss: 4502.7564 - logits_profile_predictions_loss: 584.0506 - logcount_predictions_loss: 593.7433 13/1253 [..............................] - ETA: 2:52 - loss: 4333.8018 - logits_profile_predictions_loss: 582.6569 - logcount_predictions_loss: 568.3553 14/1253 [..............................] - ETA: 2:52 - loss: 4179.6311 - logits_profile_predictions_loss: 580.8514 - logcount_predictions_loss: 545.2697 15/1253 [..............................] - ETA: 2:52 - loss: 4038.8522 - logits_profile_predictions_loss: 579.1448 - logcount_predictions_loss: 524.1981 16/1253 [..............................] - ETA: 2:52 - loss: 3910.0642 - logits_profile_predictions_loss: 577.7980 - logcount_predictions_loss: 504.8888 17/1253 [..............................] - ETA: 2:52 - loss: 3791.7484 - logits_profile_predictions_loss: 576.7157 - logcount_predictions_loss: 487.1262 18/1253 [..............................] - ETA: 2:51 - loss: 3682.3580 - logits_profile_predictions_loss: 575.5687 - logcount_predictions_loss: 470.7257 19/1253 [..............................] - ETA: 2:51 - loss: 3580.7625 - logits_profile_predictions_loss: 574.2459 - logcount_predictions_loss: 455.5329 20/1253 [..............................] - ETA: 2:51 - loss: 3486.4290 - logits_profile_predictions_loss: 573.0795 - logcount_predictions_loss: 441.4166 21/1253 [..............................] - ETA: 2:51 - loss: 3398.8058 - logits_profile_predictions_loss: 572.2454 - logcount_predictions_loss: 428.2668 22/1253 [..............................] - ETA: 2:51 - loss: 3317.1147 - logits_profile_predictions_loss: 571.6245 - logcount_predictions_loss: 415.9834 23/1253 [..............................] - ETA: 2:51 - loss: 3240.5202 - logits_profile_predictions_loss: 570.9533 - logcount_predictions_loss: 404.4799 24/1253 [..............................] - ETA: 2:51 - loss: 3168.5412 - logits_profile_predictions_loss: 570.2454 - logcount_predictions_loss: 393.6812 25/1253 [..............................] - ETA: 2:50 - loss: 3100.7632 - logits_profile_predictions_loss: 569.5124 - logcount_predictions_loss: 383.5229 26/1253 [..............................] - ETA: 2:50 - loss: 3036.8283 - logits_profile_predictions_loss: 568.7773 - logcount_predictions_loss: 373.9472 27/1253 [..............................] - ETA: 2:50 - loss: 2976.4435 - logits_profile_predictions_loss: 568.0771 - logcount_predictions_loss: 364.9040 28/1253 [..............................] - ETA: 2:50 - loss: 2919.5709 - logits_profile_predictions_loss: 567.6567 - logcount_predictions_loss: 356.3507 29/1253 [..............................] - ETA: 2:50 - loss: 2865.7691 - logits_profile_predictions_loss: 567.3560 - logcount_predictions_loss: 348.2444 30/1253 [..............................] - ETA: 2:50 - loss: 2814.5531 - logits_profile_predictions_loss: 566.9312 - logcount_predictions_loss: 340.5488 31/1253 [..............................] - ETA: 2:50 - loss: 2766.0363 - logits_profile_predictions_loss: 566.6857 - logcount_predictions_loss: 333.2350 32/1253 [..............................] - ETA: 2:49 - loss: 2720.0648 - logits_profile_predictions_loss: 566.6527 - logcount_predictions_loss: 326.2746 33/1253 [..............................] - ETA: 2:49 - loss: 2676.4200 - logits_profile_predictions_loss: 566.7919 - logcount_predictions_loss: 319.6407 34/1253 [..............................] - ETA: 2:49 - loss: 2634.9261 - logits_profile_predictions_loss: 567.0745 - logcount_predictions_loss: 313.3109 35/1253 [..............................] - ETA: 2:49 - loss: 2595.2572 - logits_profile_predictions_loss: 567.3289 - logcount_predictions_loss: 307.2619 36/1253 [..............................] - ETA: 2:49 - loss: 2557.3174 - logits_profile_predictions_loss: 567.5800 - logcount_predictions_loss: 301.4754 37/1253 [..............................] - ETA: 2:49 - loss: 2520.8949 - logits_profile_predictions_loss: 567.7369 - logcount_predictions_loss: 295.9331 38/1253 [..............................] - ETA: 2:49 - loss: 2485.9192 - logits_profile_predictions_loss: 567.8324 - logcount_predictions_loss: 290.6192 39/1253 [..............................] - ETA: 2:48 - loss: 2452.2903 - logits_profile_predictions_loss: 567.8616 - logcount_predictions_loss: 285.5195 40/1253 [..............................] - ETA: 2:48 - loss: 2419.9468 - logits_profile_predictions_loss: 567.8476 - logcount_predictions_loss: 280.6211 41/1253 [..............................] - ETA: 2:48 - loss: 2388.8703 - logits_profile_predictions_loss: 567.8523 - logcount_predictions_loss: 275.9118 42/1253 [>.............................] - ETA: 2:48 - loss: 2358.9594 - logits_profile_predictions_loss: 567.8497 - logcount_predictions_loss: 271.3803 43/1253 [>.............................] - ETA: 2:48 - loss: 2330.0753 - logits_profile_predictions_loss: 567.7714 - logcount_predictions_loss: 267.0158 44/1253 [>.............................] - ETA: 2:48 - loss: 2302.2448 - logits_profile_predictions_loss: 567.7037 - logcount_predictions_loss: 262.8093 45/1253 [>.............................] - ETA: 2:48 - loss: 2275.3741 - logits_profile_predictions_loss: 567.6130 - logcount_predictions_loss: 258.7517 46/1253 [>.............................] - ETA: 2:47 - loss: 2249.4629 - logits_profile_predictions_loss: 567.5480 - logcount_predictions_loss: 254.8356 47/1253 [>.............................] - ETA: 2:47 - loss: 2224.4084 - logits_profile_predictions_loss: 567.4597 - logcount_predictions_loss: 251.0529 48/1253 [>.............................] - ETA: 2:47 - loss: 2200.1837 - logits_profile_predictions_loss: 567.3677 - logcount_predictions_loss: 247.3964 49/1253 [>.............................] - ETA: 2:47 - loss: 2176.7468 - logits_profile_predictions_loss: 567.2699 - logcount_predictions_loss: 243.8602 50/1253 [>.............................] - ETA: 2:47 - loss: 2154.1113 - logits_profile_predictions_loss: 567.2199 - logcount_predictions_loss: 240.4381 51/1253 [>.............................] - ETA: 2:47 - loss: 2132.1643 - logits_profile_predictions_loss: 567.1438 - logcount_predictions_loss: 237.1243 52/1253 [>.............................] - ETA: 2:47 - loss: 2110.9029 - logits_profile_predictions_loss: 567.0729 - logcount_predictions_loss: 233.9137 53/1253 [>.............................] - ETA: 2:46 - loss: 2090.3034 - logits_profile_predictions_loss: 567.0156 - logcount_predictions_loss: 230.8012 54/1253 [>.............................] - ETA: 2:46 - loss: 2070.3085 - logits_profile_predictions_loss: 566.9469 - logcount_predictions_loss: 227.7821 55/1253 [>.............................] - 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logcount_predictions_loss: 67.9072 282/1253 [=====>........................] - ETA: 2:15 - loss: 1006.3564 - logits_profile_predictions_loss: 559.3565 - logcount_predictions_loss: 67.7273 283/1253 [=====>........................] - ETA: 2:14 - loss: 1005.1542 - logits_profile_predictions_loss: 559.3349 - logcount_predictions_loss: 67.5484 284/1253 [=====>........................] - ETA: 2:14 - loss: 1003.9575 - logits_profile_predictions_loss: 559.3117 - logcount_predictions_loss: 67.3706 285/1253 [=====>........................] - ETA: 2:14 - loss: 1002.7662 - logits_profile_predictions_loss: 559.2869 - logcount_predictions_loss: 67.1938 286/1253 [=====>........................] - ETA: 2:14 - loss: 1001.5825 - logits_profile_predictions_loss: 559.2629 - logcount_predictions_loss: 67.0181 287/1253 [=====>........................] - ETA: 2:14 - loss: 1000.4054 - logits_profile_predictions_loss: 559.2384 - logcount_predictions_loss: 66.8435 288/1253 [=====>........................] - ETA: 2:14 - loss: 999.2348 - logits_profile_predictions_loss: 559.2136 - logcount_predictions_loss: 66.6699  289/1253 [=====>........................] - ETA: 2:14 - loss: 998.0718 - logits_profile_predictions_loss: 559.1897 - logcount_predictions_loss: 66.4973 290/1253 [=====>........................] - ETA: 2:13 - loss: 996.9162 - logits_profile_predictions_loss: 559.1664 - logcount_predictions_loss: 66.3257 291/1253 [=====>........................] - ETA: 2:13 - loss: 995.7681 - logits_profile_predictions_loss: 559.1440 - logcount_predictions_loss: 66.1552 292/1253 [=====>........................] - ETA: 2:13 - loss: 994.6267 - logits_profile_predictions_loss: 559.1217 - logcount_predictions_loss: 65.9856 293/1253 [======>.......................] - ETA: 2:13 - loss: 993.4906 - logits_profile_predictions_loss: 559.0981 - logcount_predictions_loss: 65.8170 294/1253 [======>.......................] - ETA: 2:13 - loss: 992.3614 - logits_profile_predictions_loss: 559.0751 - 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[..............................] - ETA: 2:51 - loss: 546.0021 - logits_profile_predictions_loss: 531.9937 - logcount_predictions_loss: 2.1225 16/1253 [..............................] - ETA: 2:51 - loss: 544.4731 - logits_profile_predictions_loss: 530.4878 - logcount_predictions_loss: 2.1190 17/1253 [..............................] - ETA: 2:51 - loss: 542.9355 - logits_profile_predictions_loss: 528.9783 - logcount_predictions_loss: 2.1147 18/1253 [..............................] - ETA: 2:51 - loss: 541.4529 - logits_profile_predictions_loss: 527.5234 - logcount_predictions_loss: 2.1105 19/1253 [..............................] - ETA: 2:51 - loss: 539.7542 - logits_profile_predictions_loss: 525.8594 - logcount_predictions_loss: 2.1053 20/1253 [..............................] - ETA: 2:51 - loss: 537.9506 - logits_profile_predictions_loss: 524.0912 - logcount_predictions_loss: 2.0999 21/1253 [..............................] - ETA: 2:51 - loss: 536.1337 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 2:27 - loss: 498.5807 - logits_profile_predictions_loss: 485.6445 - logcount_predictions_loss: 1.9600 193/1253 [===>..........................] - ETA: 2:27 - loss: 498.5318 - logits_profile_predictions_loss: 485.5970 - logcount_predictions_loss: 1.9598 194/1253 [===>..........................] - ETA: 2:27 - loss: 498.4802 - logits_profile_predictions_loss: 485.5468 - logcount_predictions_loss: 1.9596 195/1253 [===>..........................] - ETA: 2:26 - loss: 498.4321 - logits_profile_predictions_loss: 485.5000 - logcount_predictions_loss: 1.9594 196/1253 [===>..........................] - ETA: 2:26 - loss: 498.3833 - logits_profile_predictions_loss: 485.4527 - logcount_predictions_loss: 1.9592 197/1253 [===>..........................] - ETA: 2:26 - loss: 498.3355 - logits_profile_predictions_loss: 485.4063 - logcount_predictions_loss: 1.9590 198/1253 [===>..........................] - ETA: 2:26 - loss: 498.2897 - logits_profile_predictions_loss: 485.3618 - logcount_predictions_loss: 1.9588 199/1253 [===>..........................] - ETA: 2:26 - loss: 498.2454 - logits_profile_predictions_loss: 485.3189 - logcount_predictions_loss: 1.9586 200/1253 [===>..........................] - ETA: 2:26 - loss: 498.2003 - logits_profile_predictions_loss: 485.2752 - logcount_predictions_loss: 1.9583 201/1253 [===>..........................] - ETA: 2:26 - loss: 498.1545 - logits_profile_predictions_loss: 485.2308 - logcount_predictions_loss: 1.9581 202/1253 [===>..........................] - ETA: 2:26 - loss: 498.1096 - logits_profile_predictions_loss: 485.1873 - logcount_predictions_loss: 1.9579 203/1253 [===>..........................] - ETA: 2:25 - loss: 498.0662 - logits_profile_predictions_loss: 485.1452 - logcount_predictions_loss: 1.9577 204/1253 [===>..........................] - ETA: 2:25 - loss: 498.0220 - logits_profile_predictions_loss: 485.1024 - logcount_predictions_loss: 1.9575 205/1253 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logits_profile_predictions_loss: 484.8056 - logcount_predictions_loss: 1.9559 212/1253 [====>.........................] - ETA: 2:24 - loss: 497.6702 - logits_profile_predictions_loss: 484.7625 - logcount_predictions_loss: 1.9557 213/1253 [====>.........................] - ETA: 2:24 - loss: 497.6273 - logits_profile_predictions_loss: 484.7212 - logcount_predictions_loss: 1.9555 214/1253 [====>.........................] - ETA: 2:24 - loss: 497.5859 - logits_profile_predictions_loss: 484.6813 - logcount_predictions_loss: 1.9552 215/1253 [====>.........................] - ETA: 2:24 - loss: 497.5451 - logits_profile_predictions_loss: 484.6420 - logcount_predictions_loss: 1.9550 216/1253 [====>.........................] - ETA: 2:24 - loss: 497.5037 - logits_profile_predictions_loss: 484.6020 - logcount_predictions_loss: 1.9548 217/1253 [====>.........................] - ETA: 2:23 - loss: 497.4619 - logits_profile_predictions_loss: 484.5617 - logcount_predictions_loss: 1.9546 218/1253 [====>.........................] - ETA: 2:23 - loss: 497.4196 - logits_profile_predictions_loss: 484.5209 - logcount_predictions_loss: 1.9543 219/1253 [====>.........................] - ETA: 2:23 - loss: 497.3759 - logits_profile_predictions_loss: 484.4787 - logcount_predictions_loss: 1.9541 220/1253 [====>.........................] - ETA: 2:23 - loss: 497.3358 - logits_profile_predictions_loss: 484.4399 - logcount_predictions_loss: 1.9539 221/1253 [====>.........................] - ETA: 2:23 - loss: 497.2970 - logits_profile_predictions_loss: 484.4023 - logcount_predictions_loss: 1.9537 222/1253 [====>.........................] - ETA: 2:23 - loss: 497.2572 - logits_profile_predictions_loss: 484.3638 - logcount_predictions_loss: 1.9535 223/1253 [====>.........................] - ETA: 2:23 - loss: 497.2182 - logits_profile_predictions_loss: 484.3261 - logcount_predictions_loss: 1.9533 224/1253 [====>.........................] - ETA: 2:22 - loss: 497.1764 - 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[====>.........................] - ETA: 2:21 - loss: 496.9170 - logits_profile_predictions_loss: 484.0346 - logcount_predictions_loss: 1.9519 232/1253 [====>.........................] - ETA: 2:21 - loss: 496.8842 - logits_profile_predictions_loss: 484.0030 - logcount_predictions_loss: 1.9517 233/1253 [====>.........................] - ETA: 2:21 - loss: 496.8509 - logits_profile_predictions_loss: 483.9709 - logcount_predictions_loss: 1.9515 234/1253 [====>.........................] - ETA: 2:21 - loss: 496.8185 - logits_profile_predictions_loss: 483.9395 - logcount_predictions_loss: 1.9514 235/1253 [====>.........................] - ETA: 2:21 - loss: 496.7872 - logits_profile_predictions_loss: 483.9093 - logcount_predictions_loss: 1.9512 236/1253 [====>.........................] - ETA: 2:21 - loss: 496.7539 - logits_profile_predictions_loss: 483.8772 - logcount_predictions_loss: 1.9510 237/1253 [====>.........................] - ETA: 2:21 - loss: 496.7230 - 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[====>.........................] - ETA: 2:20 - loss: 496.5163 - logits_profile_predictions_loss: 483.6483 - logcount_predictions_loss: 1.9497 245/1253 [====>.........................] - ETA: 2:20 - loss: 496.4864 - logits_profile_predictions_loss: 483.6195 - logcount_predictions_loss: 1.9495 246/1253 [====>.........................] - ETA: 2:19 - loss: 496.4568 - logits_profile_predictions_loss: 483.5911 - logcount_predictions_loss: 1.9493 247/1253 [====>.........................] - ETA: 2:19 - loss: 496.4281 - logits_profile_predictions_loss: 483.5635 - logcount_predictions_loss: 1.9492 248/1253 [====>.........................] - ETA: 2:19 - loss: 496.4012 - logits_profile_predictions_loss: 483.5378 - logcount_predictions_loss: 1.9490 249/1253 [====>.........................] - ETA: 2:19 - loss: 496.3724 - logits_profile_predictions_loss: 483.5102 - logcount_predictions_loss: 1.9488 250/1253 [====>.........................] - ETA: 2:19 - loss: 496.3416 - logits_profile_predictions_loss: 483.4806 - logcount_predictions_loss: 1.9486 251/1253 [=====>........................] - ETA: 2:19 - loss: 496.3085 - logits_profile_predictions_loss: 483.4487 - logcount_predictions_loss: 1.9484 252/1253 [=====>........................] - ETA: 2:19 - loss: 496.2777 - logits_profile_predictions_loss: 483.4193 - logcount_predictions_loss: 1.9482 253/1253 [=====>........................] - ETA: 2:18 - loss: 496.2477 - logits_profile_predictions_loss: 483.3905 - logcount_predictions_loss: 1.9481 254/1253 [=====>........................] - ETA: 2:18 - loss: 496.2179 - logits_profile_predictions_loss: 483.3619 - logcount_predictions_loss: 1.9479 255/1253 [=====>........................] - ETA: 2:18 - loss: 496.1873 - logits_profile_predictions_loss: 483.3325 - logcount_predictions_loss: 1.9477 256/1253 [=====>........................] - ETA: 2:18 - loss: 496.1563 - logits_profile_predictions_loss: 483.3028 - logcount_predictions_loss: 1.9475 257/1253 [=====>........................] - ETA: 2:18 - loss: 496.1253 - logits_profile_predictions_loss: 483.2730 - logcount_predictions_loss: 1.9473 258/1253 [=====>........................] - ETA: 2:18 - loss: 496.0958 - logits_profile_predictions_loss: 483.2447 - logcount_predictions_loss: 1.9471 259/1253 [=====>........................] - ETA: 2:18 - loss: 496.0656 - logits_profile_predictions_loss: 483.2157 - logcount_predictions_loss: 1.9469 260/1253 [=====>........................] - ETA: 2:17 - loss: 496.0359 - logits_profile_predictions_loss: 483.1872 - logcount_predictions_loss: 1.9468 261/1253 [=====>........................] - ETA: 2:17 - loss: 496.0084 - logits_profile_predictions_loss: 483.1609 - logcount_predictions_loss: 1.9466 262/1253 [=====>........................] - ETA: 2:17 - loss: 495.9797 - logits_profile_predictions_loss: 483.1333 - logcount_predictions_loss: 1.9464 263/1253 [=====>........................] - ETA: 2:17 - loss: 495.9533 - 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[=====>........................] - ETA: 2:16 - loss: 495.7629 - logits_profile_predictions_loss: 482.9253 - logcount_predictions_loss: 1.9451 271/1253 [=====>........................] - ETA: 2:16 - loss: 495.7338 - logits_profile_predictions_loss: 482.8973 - logcount_predictions_loss: 1.9449 272/1253 [=====>........................] - ETA: 2:16 - loss: 495.7067 - logits_profile_predictions_loss: 482.8713 - logcount_predictions_loss: 1.9448 273/1253 [=====>........................] - ETA: 2:16 - loss: 495.6790 - logits_profile_predictions_loss: 482.8447 - logcount_predictions_loss: 1.9446 274/1253 [=====>........................] - ETA: 2:16 - loss: 495.6514 - logits_profile_predictions_loss: 482.8182 - logcount_predictions_loss: 1.9444 275/1253 [=====>........................] - ETA: 2:15 - loss: 495.6236 - logits_profile_predictions_loss: 482.7914 - logcount_predictions_loss: 1.9443 276/1253 [=====>........................] - ETA: 2:15 - loss: 495.5942 - 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[=====>........................] - ETA: 2:14 - loss: 495.3848 - logits_profile_predictions_loss: 482.5615 - logcount_predictions_loss: 1.9429 284/1253 [=====>........................] - ETA: 2:14 - loss: 495.3555 - logits_profile_predictions_loss: 482.5332 - logcount_predictions_loss: 1.9428 285/1253 [=====>........................] - ETA: 2:14 - loss: 495.3256 - logits_profile_predictions_loss: 482.5044 - logcount_predictions_loss: 1.9426 286/1253 [=====>........................] - ETA: 2:14 - loss: 495.2963 - logits_profile_predictions_loss: 482.4761 - logcount_predictions_loss: 1.9424 287/1253 [=====>........................] - ETA: 2:14 - loss: 495.2659 - logits_profile_predictions_loss: 482.4468 - logcount_predictions_loss: 1.9423 288/1253 [=====>........................] - ETA: 2:14 - loss: 495.2331 - logits_profile_predictions_loss: 482.4152 - logcount_predictions_loss: 1.9421 289/1253 [=====>........................] - ETA: 2:13 - loss: 495.2013 - 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[======>.......................] - ETA: 2:12 - loss: 494.9879 - logits_profile_predictions_loss: 482.1794 - logcount_predictions_loss: 1.9407 297/1253 [======>.......................] - ETA: 2:12 - loss: 494.9584 - logits_profile_predictions_loss: 482.1512 - logcount_predictions_loss: 1.9405 298/1253 [======>.......................] - ETA: 2:12 - loss: 494.9284 - logits_profile_predictions_loss: 482.1224 - logcount_predictions_loss: 1.9403 299/1253 [======>.......................] - ETA: 2:12 - loss: 494.8986 - logits_profile_predictions_loss: 482.0938 - logcount_predictions_loss: 1.9401 300/1253 [======>.......................] - ETA: 2:12 - loss: 494.8691 - logits_profile_predictions_loss: 482.0656 - logcount_predictions_loss: 1.9399 301/1253 [======>.......................] - ETA: 2:12 - loss: 494.8410 - logits_profile_predictions_loss: 482.0387 - logcount_predictions_loss: 1.9397 302/1253 [======>.......................] - ETA: 2:12 - loss: 494.8120 - 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[============================>.] - ETA: 5s - loss: 486.0022 - logits_profile_predictions_loss: 473.9489 - logcount_predictions_loss: 1.8262 1218/1253 [============================>.] - ETA: 4s - loss: 485.9966 - logits_profile_predictions_loss: 473.9441 - logcount_predictions_loss: 1.8261 1219/1253 [============================>.] - ETA: 4s - loss: 485.9911 - logits_profile_predictions_loss: 473.9393 - logcount_predictions_loss: 1.8260 1220/1253 [============================>.] - ETA: 4s - loss: 485.9856 - logits_profile_predictions_loss: 473.9345 - logcount_predictions_loss: 1.8259 1221/1253 [============================>.] - ETA: 4s - loss: 485.9801 - logits_profile_predictions_loss: 473.9298 - logcount_predictions_loss: 1.8258 1222/1253 [============================>.] - ETA: 4s - loss: 485.9745 - logits_profile_predictions_loss: 473.9250 - logcount_predictions_loss: 1.8257 1223/1253 [============================>.] - ETA: 4s - loss: 485.9689 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 485.8156 - logits_profile_predictions_loss: 473.7865 - logcount_predictions_loss: 1.8226 1251/1253 [============================>.] - ETA: 0s - loss: 485.8098 - logits_profile_predictions_loss: 473.7814 - logcount_predictions_loss: 1.8225 1252/1253 [============================>.] - ETA: 0s - loss: 485.8040 - logits_profile_predictions_loss: 473.7764 - logcount_predictions_loss: 1.8224 1253/1253 [==============================] - ETA: 0s - loss: 485.7983 - logits_profile_predictions_loss: 473.7713 - logcount_predictions_loss: 1.8223 1253/1253 [==============================] - 181s 145ms/step - loss: 485.7925 - logits_profile_predictions_loss: 473.7663 - logcount_predictions_loss: 1.8221 - val_loss: 450.0464 - val_logits_profile_predictions_loss: 440.0139 - val_logcount_predictions_loss: 1.5201 Epoch 00002: val_loss improved from 474.62839 to 450.04645, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 3/50 1/1253 [..............................] - ETA: 3:14 - loss: 460.7110 - logits_profile_predictions_loss: 450.8656 - logcount_predictions_loss: 1.4917 2/1253 [..............................] - ETA: 2:54 - loss: 439.2032 - logits_profile_predictions_loss: 429.8580 - logcount_predictions_loss: 1.4159 3/1253 [..............................] - ETA: 2:53 - loss: 439.2168 - logits_profile_predictions_loss: 429.9363 - logcount_predictions_loss: 1.4061 4/1253 [..............................] - ETA: 2:53 - loss: 432.9810 - logits_profile_predictions_loss: 423.8261 - logcount_predictions_loss: 1.3871 5/1253 [..............................] - ETA: 2:53 - loss: 431.0653 - logits_profile_predictions_loss: 422.0139 - logcount_predictions_loss: 1.3714 6/1253 [..............................] - ETA: 2:53 - loss: 432.2500 - logits_profile_predictions_loss: 423.2287 - logcount_predictions_loss: 1.3669 7/1253 [..............................] - ETA: 2:52 - loss: 435.1426 - logits_profile_predictions_loss: 426.1139 - logcount_predictions_loss: 1.3680 8/1253 [..............................] - ETA: 2:52 - loss: 437.3547 - logits_profile_predictions_loss: 428.3363 - logcount_predictions_loss: 1.3664 9/1253 [..............................] - ETA: 2:52 - loss: 439.6980 - logits_profile_predictions_loss: 430.6929 - logcount_predictions_loss: 1.3644 10/1253 [..............................] - ETA: 2:52 - loss: 441.3558 - logits_profile_predictions_loss: 432.3491 - logcount_predictions_loss: 1.3646 11/1253 [..............................] - ETA: 2:52 - loss: 442.5437 - logits_profile_predictions_loss: 433.5561 - logcount_predictions_loss: 1.3617 12/1253 [..............................] - ETA: 2:52 - loss: 443.1297 - logits_profile_predictions_loss: 434.1554 - logcount_predictions_loss: 1.3597 13/1253 [..............................] - ETA: 2:51 - loss: 443.7476 - logits_profile_predictions_loss: 434.7814 - logcount_predictions_loss: 1.3585 14/1253 [..............................] - ETA: 2:51 - loss: 444.3561 - logits_profile_predictions_loss: 435.3953 - logcount_predictions_loss: 1.3577 15/1253 [..............................] - ETA: 2:51 - loss: 445.0238 - logits_profile_predictions_loss: 436.0661 - logcount_predictions_loss: 1.3572 16/1253 [..............................] - ETA: 2:51 - loss: 446.1677 - logits_profile_predictions_loss: 437.2031 - logcount_predictions_loss: 1.3583 17/1253 [..............................] - ETA: 2:51 - loss: 447.2510 - logits_profile_predictions_loss: 438.2783 - logcount_predictions_loss: 1.3595 18/1253 [..............................] - ETA: 2:51 - loss: 447.8760 - logits_profile_predictions_loss: 438.8993 - logcount_predictions_loss: 1.3601 19/1253 [..............................] - ETA: 2:51 - loss: 448.7073 - logits_profile_predictions_loss: 439.7280 - logcount_predictions_loss: 1.3605 20/1253 [..............................] - ETA: 2:51 - loss: 449.4587 - logits_profile_predictions_loss: 440.4791 - logcount_predictions_loss: 1.3605 21/1253 [..............................] - ETA: 2:50 - loss: 450.0656 - logits_profile_predictions_loss: 441.0915 - logcount_predictions_loss: 1.3597 22/1253 [..............................] - ETA: 2:50 - loss: 450.4006 - logits_profile_predictions_loss: 441.4333 - logcount_predictions_loss: 1.3587 23/1253 [..............................] - ETA: 2:50 - loss: 450.5690 - logits_profile_predictions_loss: 441.6121 - logcount_predictions_loss: 1.3571 24/1253 [..............................] - ETA: 2:50 - loss: 450.8557 - logits_profile_predictions_loss: 441.9037 - logcount_predictions_loss: 1.3564 25/1253 [..............................] - ETA: 2:50 - loss: 451.1805 - logits_profile_predictions_loss: 442.2294 - logcount_predictions_loss: 1.3562 26/1253 [..............................] - ETA: 2:50 - loss: 451.6006 - logits_profile_predictions_loss: 442.6455 - logcount_predictions_loss: 1.3568 27/1253 [..............................] - ETA: 2:49 - loss: 451.9811 - logits_profile_predictions_loss: 443.0186 - logcount_predictions_loss: 1.3580 28/1253 [..............................] - ETA: 2:49 - loss: 452.4505 - logits_profile_predictions_loss: 443.4761 - logcount_predictions_loss: 1.3598 29/1253 [..............................] - ETA: 2:49 - loss: 452.8841 - logits_profile_predictions_loss: 443.8989 - logcount_predictions_loss: 1.3614 30/1253 [..............................] - ETA: 2:49 - loss: 453.5038 - logits_profile_predictions_loss: 444.5004 - logcount_predictions_loss: 1.3641 31/1253 [..............................] - ETA: 2:49 - loss: 454.0796 - logits_profile_predictions_loss: 445.0588 - logcount_predictions_loss: 1.3668 32/1253 [..............................] - ETA: 2:49 - loss: 454.5700 - logits_profile_predictions_loss: 445.5330 - logcount_predictions_loss: 1.3692 33/1253 [..............................] - ETA: 2:49 - 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449.2920 - logcount_predictions_loss: 1.3909 93/1253 [=>............................] - ETA: 2:40 - loss: 458.4325 - logits_profile_predictions_loss: 449.2548 - logcount_predictions_loss: 1.3906 94/1253 [=>............................] - ETA: 2:40 - loss: 458.4071 - logits_profile_predictions_loss: 449.2313 - logcount_predictions_loss: 1.3903 95/1253 [=>............................] - ETA: 2:40 - loss: 458.3875 - logits_profile_predictions_loss: 449.2133 - logcount_predictions_loss: 1.3900 96/1253 [=>............................] - ETA: 2:40 - loss: 458.3733 - logits_profile_predictions_loss: 449.2007 - logcount_predictions_loss: 1.3898 97/1253 [=>............................] - ETA: 2:40 - loss: 458.3503 - logits_profile_predictions_loss: 449.1794 - logcount_predictions_loss: 1.3895 98/1253 [=>............................] - ETA: 2:40 - loss: 458.3439 - logits_profile_predictions_loss: 449.1747 - logcount_predictions_loss: 1.3893 99/1253 [=>............................] - ETA: 2:40 - 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logits_profile_predictions_loss: 448.2749 - logcount_predictions_loss: 1.3800 126/1253 [==>...........................] - ETA: 2:36 - loss: 457.3570 - logits_profile_predictions_loss: 448.2508 - logcount_predictions_loss: 1.3797 127/1253 [==>...........................] - ETA: 2:36 - loss: 457.3290 - logits_profile_predictions_loss: 448.2249 - logcount_predictions_loss: 1.3794 128/1253 [==>...........................] - ETA: 2:36 - loss: 457.3073 - logits_profile_predictions_loss: 448.2053 - logcount_predictions_loss: 1.3791 129/1253 [==>...........................] - ETA: 2:35 - loss: 457.2896 - logits_profile_predictions_loss: 448.1897 - logcount_predictions_loss: 1.3788 130/1253 [==>...........................] - ETA: 2:35 - loss: 457.2694 - logits_profile_predictions_loss: 448.1716 - logcount_predictions_loss: 1.3785 131/1253 [==>...........................] - ETA: 2:35 - loss: 457.2448 - logits_profile_predictions_loss: 448.1491 - logcount_predictions_loss: 1.3782 132/1253 [==>...........................] - ETA: 2:35 - loss: 457.2248 - logits_profile_predictions_loss: 448.1310 - logcount_predictions_loss: 1.3779 133/1253 [==>...........................] - ETA: 2:35 - loss: 457.2123 - logits_profile_predictions_loss: 448.1204 - logcount_predictions_loss: 1.3776 134/1253 [==>...........................] - ETA: 2:35 - loss: 457.1980 - logits_profile_predictions_loss: 448.1078 - logcount_predictions_loss: 1.3773 135/1253 [==>...........................] - ETA: 2:35 - loss: 457.1855 - logits_profile_predictions_loss: 448.0969 - logcount_predictions_loss: 1.3771 136/1253 [==>...........................] - ETA: 2:35 - loss: 457.1744 - logits_profile_predictions_loss: 448.0874 - logcount_predictions_loss: 1.3768 137/1253 [==>...........................] - ETA: 2:34 - loss: 457.1635 - logits_profile_predictions_loss: 448.0782 - logcount_predictions_loss: 1.3766 138/1253 [==>...........................] - ETA: 2:34 - loss: 457.1563 - 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logits_profile_predictions_loss: 448.7826 - logcount_predictions_loss: 1.3735 191/1253 [===>..........................] - ETA: 2:27 - loss: 457.8597 - logits_profile_predictions_loss: 448.7950 - logcount_predictions_loss: 1.3735 192/1253 [===>..........................] - ETA: 2:27 - loss: 457.8753 - logits_profile_predictions_loss: 448.8106 - logcount_predictions_loss: 1.3735 193/1253 [===>..........................] - ETA: 2:27 - loss: 457.8904 - logits_profile_predictions_loss: 448.8258 - logcount_predictions_loss: 1.3734 194/1253 [===>..........................] - ETA: 2:27 - loss: 457.9074 - logits_profile_predictions_loss: 448.8428 - logcount_predictions_loss: 1.3734 195/1253 [===>..........................] - ETA: 2:26 - loss: 457.9261 - logits_profile_predictions_loss: 448.8616 - logcount_predictions_loss: 1.3734 196/1253 [===>..........................] - ETA: 2:26 - loss: 457.9460 - logits_profile_predictions_loss: 448.8816 - logcount_predictions_loss: 1.3734 197/1253 [===>..........................] - ETA: 2:26 - loss: 457.9667 - logits_profile_predictions_loss: 448.9024 - logcount_predictions_loss: 1.3734 198/1253 [===>..........................] - ETA: 2:26 - loss: 457.9869 - logits_profile_predictions_loss: 448.9227 - logcount_predictions_loss: 1.3734 199/1253 [===>..........................] - ETA: 2:26 - loss: 458.0079 - logits_profile_predictions_loss: 448.9438 - logcount_predictions_loss: 1.3734 200/1253 [===>..........................] - ETA: 2:26 - loss: 458.0273 - logits_profile_predictions_loss: 448.9633 - logcount_predictions_loss: 1.3733 201/1253 [===>..........................] - ETA: 2:26 - loss: 458.0447 - logits_profile_predictions_loss: 448.9809 - logcount_predictions_loss: 1.3733 202/1253 [===>..........................] - ETA: 2:25 - loss: 458.0627 - logits_profile_predictions_loss: 448.9991 - logcount_predictions_loss: 1.3733 203/1253 [===>..........................] - ETA: 2:25 - loss: 458.0800 - 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[====>.........................] - ETA: 2:23 - loss: 458.4792 - logits_profile_predictions_loss: 449.4165 - logcount_predictions_loss: 1.3732 224/1253 [====>.........................] - ETA: 2:22 - loss: 458.4977 - logits_profile_predictions_loss: 449.4351 - logcount_predictions_loss: 1.3731 225/1253 [====>.........................] - ETA: 2:22 - loss: 458.5164 - logits_profile_predictions_loss: 449.4538 - logcount_predictions_loss: 1.3731 226/1253 [====>.........................] - ETA: 2:22 - loss: 458.5323 - logits_profile_predictions_loss: 449.4698 - logcount_predictions_loss: 1.3731 227/1253 [====>.........................] - ETA: 2:22 - loss: 458.5475 - logits_profile_predictions_loss: 449.4850 - logcount_predictions_loss: 1.3731 228/1253 [====>.........................] - ETA: 2:22 - loss: 458.5669 - logits_profile_predictions_loss: 449.5043 - logcount_predictions_loss: 1.3731 229/1253 [====>.........................] - ETA: 2:22 - loss: 458.5841 - 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[====>.........................] - ETA: 2:21 - loss: 458.7018 - logits_profile_predictions_loss: 449.6390 - logcount_predictions_loss: 1.3732 237/1253 [====>.........................] - ETA: 2:21 - loss: 458.7189 - logits_profile_predictions_loss: 449.6560 - logcount_predictions_loss: 1.3732 238/1253 [====>.........................] - ETA: 2:20 - loss: 458.7362 - logits_profile_predictions_loss: 449.6731 - logcount_predictions_loss: 1.3732 239/1253 [====>.........................] - ETA: 2:20 - loss: 458.7516 - logits_profile_predictions_loss: 449.6884 - logcount_predictions_loss: 1.3732 240/1253 [====>.........................] - ETA: 2:20 - loss: 458.7657 - logits_profile_predictions_loss: 449.7025 - logcount_predictions_loss: 1.3732 241/1253 [====>.........................] - ETA: 2:20 - loss: 458.7787 - logits_profile_predictions_loss: 449.7155 - logcount_predictions_loss: 1.3732 242/1253 [====>.........................] - ETA: 2:20 - loss: 458.7929 - 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[====>.........................] - ETA: 2:19 - loss: 458.9070 - logits_profile_predictions_loss: 449.8425 - logcount_predictions_loss: 1.3734 250/1253 [====>.........................] - ETA: 2:19 - loss: 458.9238 - logits_profile_predictions_loss: 449.8590 - logcount_predictions_loss: 1.3735 251/1253 [=====>........................] - ETA: 2:19 - loss: 458.9400 - logits_profile_predictions_loss: 449.8749 - logcount_predictions_loss: 1.3735 252/1253 [=====>........................] - ETA: 2:19 - loss: 458.9567 - logits_profile_predictions_loss: 449.8913 - logcount_predictions_loss: 1.3736 253/1253 [=====>........................] - ETA: 2:18 - loss: 458.9728 - logits_profile_predictions_loss: 449.9071 - logcount_predictions_loss: 1.3736 254/1253 [=====>........................] - ETA: 2:18 - loss: 458.9893 - logits_profile_predictions_loss: 449.9233 - logcount_predictions_loss: 1.3737 255/1253 [=====>........................] - ETA: 2:18 - loss: 459.0062 - 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[=====>........................] - ETA: 2:17 - loss: 459.1025 - logits_profile_predictions_loss: 450.0344 - logcount_predictions_loss: 1.3740 263/1253 [=====>........................] - ETA: 2:17 - loss: 459.1143 - logits_profile_predictions_loss: 450.0459 - logcount_predictions_loss: 1.3740 264/1253 [=====>........................] - ETA: 2:17 - loss: 459.1276 - logits_profile_predictions_loss: 450.0589 - logcount_predictions_loss: 1.3741 265/1253 [=====>........................] - ETA: 2:17 - loss: 459.1398 - logits_profile_predictions_loss: 450.0707 - logcount_predictions_loss: 1.3741 266/1253 [=====>........................] - ETA: 2:17 - loss: 459.1526 - logits_profile_predictions_loss: 450.0832 - logcount_predictions_loss: 1.3742 267/1253 [=====>........................] - ETA: 2:16 - loss: 459.1646 - logits_profile_predictions_loss: 450.0948 - logcount_predictions_loss: 1.3742 268/1253 [=====>........................] - ETA: 2:16 - loss: 459.1761 - 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[=====>........................] - ETA: 2:15 - loss: 459.2538 - logits_profile_predictions_loss: 450.1816 - logcount_predictions_loss: 1.3746 276/1253 [=====>........................] - ETA: 2:15 - loss: 459.2645 - logits_profile_predictions_loss: 450.1920 - logcount_predictions_loss: 1.3746 277/1253 [=====>........................] - ETA: 2:15 - loss: 459.2758 - logits_profile_predictions_loss: 450.2031 - logcount_predictions_loss: 1.3747 278/1253 [=====>........................] - ETA: 2:15 - loss: 459.2852 - logits_profile_predictions_loss: 450.2123 - logcount_predictions_loss: 1.3747 279/1253 [=====>........................] - ETA: 2:15 - loss: 459.2939 - logits_profile_predictions_loss: 450.2207 - logcount_predictions_loss: 1.3748 280/1253 [=====>........................] - ETA: 2:15 - loss: 459.3020 - logits_profile_predictions_loss: 450.2285 - logcount_predictions_loss: 1.3748 281/1253 [=====>........................] - ETA: 2:15 - loss: 459.3100 - 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[=====>........................] - ETA: 2:14 - loss: 459.3541 - logits_profile_predictions_loss: 450.2788 - logcount_predictions_loss: 1.3751 289/1253 [=====>........................] - ETA: 2:13 - loss: 459.3578 - logits_profile_predictions_loss: 450.2823 - logcount_predictions_loss: 1.3751 290/1253 [=====>........................] - ETA: 2:13 - loss: 459.3627 - logits_profile_predictions_loss: 450.2870 - logcount_predictions_loss: 1.3751 291/1253 [=====>........................] - ETA: 2:13 - loss: 459.3669 - logits_profile_predictions_loss: 450.2910 - logcount_predictions_loss: 1.3752 292/1253 [=====>........................] - ETA: 2:13 - loss: 459.3715 - logits_profile_predictions_loss: 450.2954 - logcount_predictions_loss: 1.3752 293/1253 [======>.......................] - ETA: 2:13 - loss: 459.3768 - logits_profile_predictions_loss: 450.3005 - logcount_predictions_loss: 1.3752 294/1253 [======>.......................] - ETA: 2:13 - loss: 459.3807 - 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[======>.......................] - ETA: 2:12 - loss: 459.4071 - logits_profile_predictions_loss: 450.3299 - logcount_predictions_loss: 1.3753 302/1253 [======>.......................] - ETA: 2:12 - loss: 459.4108 - logits_profile_predictions_loss: 450.3337 - logcount_predictions_loss: 1.3753 303/1253 [======>.......................] - ETA: 2:11 - loss: 459.4139 - logits_profile_predictions_loss: 450.3367 - logcount_predictions_loss: 1.3754 304/1253 [======>.......................] - ETA: 2:11 - loss: 459.4188 - logits_profile_predictions_loss: 450.3416 - logcount_predictions_loss: 1.3754 305/1253 [======>.......................] - ETA: 2:11 - loss: 459.4243 - logits_profile_predictions_loss: 450.3471 - logcount_predictions_loss: 1.3754 306/1253 [======>.......................] - ETA: 2:11 - loss: 459.4299 - logits_profile_predictions_loss: 450.3526 - logcount_predictions_loss: 1.3754 307/1253 [======>.......................] - ETA: 2:11 - loss: 459.4347 - 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val_logits_profile_predictions_loss: 437.5883 - val_logcount_predictions_loss: 1.0779 Epoch 00003: val_loss improved from 450.04645 to 444.70264, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 4/50 1/1253 [..............................] - ETA: 3:14 - loss: 389.9643 - logits_profile_predictions_loss: 382.1311 - logcount_predictions_loss: 1.1868 2/1253 [..............................] - ETA: 2:54 - loss: 377.4516 - logits_profile_predictions_loss: 369.7462 - logcount_predictions_loss: 1.1675 3/1253 [..............................] - ETA: 2:54 - loss: 374.2010 - logits_profile_predictions_loss: 366.6811 - logcount_predictions_loss: 1.1394 4/1253 [..............................] - ETA: 2:53 - loss: 374.4332 - logits_profile_predictions_loss: 367.0096 - logcount_predictions_loss: 1.1248 5/1253 [..............................] - ETA: 2:53 - loss: 382.6757 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 2:31 - loss: 444.0366 - logits_profile_predictions_loss: 436.5685 - logcount_predictions_loss: 1.1315 164/1253 [==>...........................] - ETA: 2:31 - loss: 444.0646 - logits_profile_predictions_loss: 436.5951 - logcount_predictions_loss: 1.1317 165/1253 [==>...........................] - ETA: 2:31 - loss: 444.0906 - logits_profile_predictions_loss: 436.6197 - logcount_predictions_loss: 1.1319 166/1253 [==>...........................] - ETA: 2:31 - loss: 444.1159 - logits_profile_predictions_loss: 436.6436 - logcount_predictions_loss: 1.1322 167/1253 [==>...........................] - ETA: 2:31 - loss: 444.1434 - logits_profile_predictions_loss: 436.6697 - logcount_predictions_loss: 1.1324 168/1253 [===>..........................] - ETA: 2:30 - loss: 444.1736 - logits_profile_predictions_loss: 436.6985 - logcount_predictions_loss: 1.1326 169/1253 [===>..........................] - ETA: 2:30 - loss: 444.2027 - logits_profile_predictions_loss: 436.7262 - logcount_predictions_loss: 1.1328 170/1253 [===>..........................] - ETA: 2:30 - loss: 444.2307 - logits_profile_predictions_loss: 436.7528 - logcount_predictions_loss: 1.1330 171/1253 [===>..........................] - ETA: 2:30 - loss: 444.2575 - logits_profile_predictions_loss: 436.7781 - logcount_predictions_loss: 1.1332 172/1253 [===>..........................] - ETA: 2:30 - loss: 444.2825 - logits_profile_predictions_loss: 436.8018 - logcount_predictions_loss: 1.1334 173/1253 [===>..........................] - ETA: 2:30 - loss: 444.3086 - logits_profile_predictions_loss: 436.8266 - logcount_predictions_loss: 1.1336 174/1253 [===>..........................] - ETA: 2:30 - loss: 444.3328 - logits_profile_predictions_loss: 436.8495 - logcount_predictions_loss: 1.1338 175/1253 [===>..........................] - ETA: 2:29 - loss: 444.3580 - logits_profile_predictions_loss: 436.8734 - logcount_predictions_loss: 1.1340 176/1253 [===>..........................] - ETA: 2:29 - loss: 444.3835 - logits_profile_predictions_loss: 436.8975 - logcount_predictions_loss: 1.1342 177/1253 [===>..........................] - ETA: 2:29 - loss: 444.4050 - logits_profile_predictions_loss: 436.9178 - logcount_predictions_loss: 1.1344 178/1253 [===>..........................] - ETA: 2:29 - loss: 444.4262 - logits_profile_predictions_loss: 436.9377 - logcount_predictions_loss: 1.1346 179/1253 [===>..........................] - ETA: 2:29 - loss: 444.4469 - logits_profile_predictions_loss: 436.9572 - logcount_predictions_loss: 1.1348 180/1253 [===>..........................] - ETA: 2:29 - loss: 444.4710 - logits_profile_predictions_loss: 436.9801 - logcount_predictions_loss: 1.1350 181/1253 [===>..........................] - ETA: 2:29 - loss: 444.4933 - logits_profile_predictions_loss: 437.0012 - logcount_predictions_loss: 1.1352 182/1253 [===>..........................] - ETA: 2:28 - loss: 444.5154 - logits_profile_predictions_loss: 437.0221 - logcount_predictions_loss: 1.1353 183/1253 [===>..........................] - ETA: 2:28 - loss: 444.5367 - logits_profile_predictions_loss: 437.0421 - logcount_predictions_loss: 1.1355 184/1253 [===>..........................] - ETA: 2:28 - loss: 444.5607 - logits_profile_predictions_loss: 437.0646 - logcount_predictions_loss: 1.1358 185/1253 [===>..........................] - ETA: 2:28 - loss: 444.5866 - logits_profile_predictions_loss: 437.0890 - logcount_predictions_loss: 1.1360 186/1253 [===>..........................] - ETA: 2:28 - loss: 444.6114 - logits_profile_predictions_loss: 437.1123 - logcount_predictions_loss: 1.1362 187/1253 [===>..........................] - ETA: 2:28 - loss: 444.6356 - logits_profile_predictions_loss: 437.1351 - logcount_predictions_loss: 1.1364 188/1253 [===>..........................] - ETA: 2:28 - loss: 444.6593 - logits_profile_predictions_loss: 437.1572 - logcount_predictions_loss: 1.1367 189/1253 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[=====>........................] - ETA: 2:18 - loss: 445.8355 - logits_profile_predictions_loss: 438.2459 - logcount_predictions_loss: 1.1499 255/1253 [=====>........................] - ETA: 2:18 - loss: 445.8508 - logits_profile_predictions_loss: 438.2602 - logcount_predictions_loss: 1.1501 256/1253 [=====>........................] - ETA: 2:18 - loss: 445.8648 - logits_profile_predictions_loss: 438.2733 - logcount_predictions_loss: 1.1502 257/1253 [=====>........................] - ETA: 2:18 - loss: 445.8786 - logits_profile_predictions_loss: 438.2862 - logcount_predictions_loss: 1.1503 258/1253 [=====>........................] - ETA: 2:18 - loss: 445.8925 - logits_profile_predictions_loss: 438.2992 - logcount_predictions_loss: 1.1505 259/1253 [=====>........................] - ETA: 2:18 - loss: 445.9064 - logits_profile_predictions_loss: 438.3124 - logcount_predictions_loss: 1.1506 260/1253 [=====>........................] - ETA: 2:18 - loss: 445.9203 - 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[=====>........................] - ETA: 2:17 - loss: 446.0109 - logits_profile_predictions_loss: 438.4102 - logcount_predictions_loss: 1.1516 268/1253 [=====>........................] - ETA: 2:16 - loss: 446.0193 - logits_profile_predictions_loss: 438.4178 - logcount_predictions_loss: 1.1517 269/1253 [=====>........................] - ETA: 2:16 - loss: 446.0285 - logits_profile_predictions_loss: 438.4262 - logcount_predictions_loss: 1.1518 270/1253 [=====>........................] - ETA: 2:16 - loss: 446.0376 - logits_profile_predictions_loss: 438.4345 - logcount_predictions_loss: 1.1520 271/1253 [=====>........................] - ETA: 2:16 - loss: 446.0467 - logits_profile_predictions_loss: 438.4428 - logcount_predictions_loss: 1.1521 272/1253 [=====>........................] - ETA: 2:16 - loss: 446.0549 - logits_profile_predictions_loss: 438.4502 - logcount_predictions_loss: 1.1522 273/1253 [=====>........................] - ETA: 2:16 - loss: 446.0619 - 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[=====>........................] - ETA: 2:15 - loss: 446.1041 - logits_profile_predictions_loss: 438.4941 - logcount_predictions_loss: 1.1530 281/1253 [=====>........................] - ETA: 2:15 - loss: 446.1084 - logits_profile_predictions_loss: 438.4979 - logcount_predictions_loss: 1.1531 282/1253 [=====>........................] - ETA: 2:15 - loss: 446.1112 - logits_profile_predictions_loss: 438.5000 - logcount_predictions_loss: 1.1532 283/1253 [=====>........................] - ETA: 2:14 - loss: 446.1137 - logits_profile_predictions_loss: 438.5020 - logcount_predictions_loss: 1.1533 284/1253 [=====>........................] - ETA: 2:14 - loss: 446.1192 - logits_profile_predictions_loss: 438.5069 - logcount_predictions_loss: 1.1534 285/1253 [=====>........................] - ETA: 2:14 - loss: 446.1241 - logits_profile_predictions_loss: 438.5112 - logcount_predictions_loss: 1.1535 286/1253 [=====>........................] - ETA: 2:14 - loss: 446.1292 - 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[============================>.] - ETA: 0s - loss: 450.4310 - logits_profile_predictions_loss: 442.6180 - logcount_predictions_loss: 1.1838 1248/1253 [============================>.] - ETA: 0s - loss: 450.4332 - logits_profile_predictions_loss: 442.6203 - logcount_predictions_loss: 1.1838 1249/1253 [============================>.] - ETA: 0s - loss: 450.4355 - logits_profile_predictions_loss: 442.6227 - logcount_predictions_loss: 1.1838 1250/1253 [============================>.] - ETA: 0s - loss: 450.4379 - logits_profile_predictions_loss: 442.6251 - logcount_predictions_loss: 1.1838 1251/1253 [============================>.] - ETA: 0s - loss: 450.4403 - logits_profile_predictions_loss: 442.6275 - logcount_predictions_loss: 1.1838 1252/1253 [============================>.] - ETA: 0s - loss: 450.4427 - logits_profile_predictions_loss: 442.6300 - logcount_predictions_loss: 1.1838 1253/1253 [==============================] - ETA: 0s - loss: 450.4451 - logits_profile_predictions_loss: 442.6325 - logcount_predictions_loss: 1.1837 1253/1253 [==============================] - 181s 145ms/step - loss: 450.4475 - logits_profile_predictions_loss: 442.6349 - logcount_predictions_loss: 1.1837 - val_loss: 434.1136 - val_logits_profile_predictions_loss: 427.4088 - val_logcount_predictions_loss: 1.0159 Epoch 00004: val_loss improved from 444.70264 to 434.11359, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 5/50 1/1253 [..............................] - ETA: 3:14 - loss: 439.7853 - logits_profile_predictions_loss: 431.8351 - logcount_predictions_loss: 1.2046 2/1253 [..............................] - ETA: 2:59 - loss: 460.9505 - logits_profile_predictions_loss: 453.1006 - logcount_predictions_loss: 1.1894 3/1253 [..............................] - ETA: 2:56 - loss: 459.5871 - logits_profile_predictions_loss: 451.7801 - logcount_predictions_loss: 1.1829 4/1253 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[=>............................] - ETA: 2:41 - loss: 452.3584 - logits_profile_predictions_loss: 445.2323 - logcount_predictions_loss: 1.0797 91/1253 [=>............................] - ETA: 2:41 - loss: 452.3009 - logits_profile_predictions_loss: 445.1755 - logcount_predictions_loss: 1.0796 92/1253 [=>............................] - ETA: 2:41 - loss: 452.2387 - logits_profile_predictions_loss: 445.1142 - logcount_predictions_loss: 1.0795 93/1253 [=>............................] - ETA: 2:41 - loss: 452.1785 - logits_profile_predictions_loss: 445.0551 - logcount_predictions_loss: 1.0793 94/1253 [=>............................] - ETA: 2:41 - loss: 452.1102 - logits_profile_predictions_loss: 444.9878 - logcount_predictions_loss: 1.0791 95/1253 [=>............................] - ETA: 2:40 - loss: 452.0375 - logits_profile_predictions_loss: 444.9164 - logcount_predictions_loss: 1.0789 96/1253 [=>............................] - ETA: 2:40 - loss: 451.9644 - logits_profile_predictions_loss: 444.8446 - logcount_predictions_loss: 1.0787 97/1253 [=>............................] - ETA: 2:40 - loss: 451.8975 - logits_profile_predictions_loss: 444.7790 - logcount_predictions_loss: 1.0785 98/1253 [=>............................] - ETA: 2:40 - loss: 451.8242 - logits_profile_predictions_loss: 444.7069 - logcount_predictions_loss: 1.0784 99/1253 [=>............................] - ETA: 2:40 - loss: 451.7578 - logits_profile_predictions_loss: 444.6416 - logcount_predictions_loss: 1.0782 100/1253 [=>............................] - ETA: 2:40 - loss: 451.6875 - logits_profile_predictions_loss: 444.5725 - logcount_predictions_loss: 1.0780 101/1253 [=>............................] - ETA: 2:40 - loss: 451.6164 - logits_profile_predictions_loss: 444.5028 - logcount_predictions_loss: 1.0778 102/1253 [=>............................] - ETA: 2:40 - loss: 451.5453 - logits_profile_predictions_loss: 444.4331 - logcount_predictions_loss: 1.0776 103/1253 [=>............................] - ETA: 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1.0767 110/1253 [=>............................] - ETA: 2:38 - loss: 451.0878 - logits_profile_predictions_loss: 443.9813 - logcount_predictions_loss: 1.0767 111/1253 [=>............................] - ETA: 2:38 - loss: 451.0402 - logits_profile_predictions_loss: 443.9339 - logcount_predictions_loss: 1.0767 112/1253 [=>............................] - ETA: 2:38 - loss: 450.9960 - logits_profile_predictions_loss: 443.8898 - logcount_predictions_loss: 1.0767 113/1253 [=>............................] - ETA: 2:38 - loss: 450.9560 - logits_profile_predictions_loss: 443.8499 - logcount_predictions_loss: 1.0767 114/1253 [=>............................] - ETA: 2:38 - loss: 450.9210 - logits_profile_predictions_loss: 443.8147 - logcount_predictions_loss: 1.0767 115/1253 [=>............................] - ETA: 2:38 - loss: 450.8897 - logits_profile_predictions_loss: 443.7833 - logcount_predictions_loss: 1.0767 116/1253 [=>............................] - ETA: 2:38 - loss: 450.8589 - logits_profile_predictions_loss: 443.7522 - logcount_predictions_loss: 1.0768 117/1253 [=>............................] - ETA: 2:37 - loss: 450.8244 - logits_profile_predictions_loss: 443.7174 - logcount_predictions_loss: 1.0768 118/1253 [=>............................] - ETA: 2:37 - loss: 450.7880 - logits_profile_predictions_loss: 443.6807 - logcount_predictions_loss: 1.0769 119/1253 [=>............................] - ETA: 2:37 - loss: 450.7471 - logits_profile_predictions_loss: 443.6396 - logcount_predictions_loss: 1.0769 120/1253 [=>............................] - ETA: 2:37 - loss: 450.7112 - logits_profile_predictions_loss: 443.6038 - logcount_predictions_loss: 1.0769 121/1253 [=>............................] - ETA: 2:37 - loss: 450.6734 - logits_profile_predictions_loss: 443.5658 - logcount_predictions_loss: 1.0769 122/1253 [=>............................] - ETA: 2:37 - loss: 450.6295 - logits_profile_predictions_loss: 443.5217 - logcount_predictions_loss: 1.0769 123/1253 [=>............................] - ETA: 2:37 - loss: 450.5804 - logits_profile_predictions_loss: 443.4722 - logcount_predictions_loss: 1.0770 124/1253 [=>............................] - ETA: 2:36 - loss: 450.5312 - logits_profile_predictions_loss: 443.4228 - logcount_predictions_loss: 1.0770 125/1253 [=>............................] - ETA: 2:36 - loss: 450.4855 - logits_profile_predictions_loss: 443.3767 - logcount_predictions_loss: 1.0771 126/1253 [==>...........................] - ETA: 2:36 - loss: 450.4384 - logits_profile_predictions_loss: 443.3291 - logcount_predictions_loss: 1.0772 127/1253 [==>...........................] - ETA: 2:36 - loss: 450.3845 - logits_profile_predictions_loss: 443.2746 - logcount_predictions_loss: 1.0773 128/1253 [==>...........................] - ETA: 2:36 - loss: 450.3374 - logits_profile_predictions_loss: 443.2264 - logcount_predictions_loss: 1.0774 129/1253 [==>...........................] - ETA: 2:36 - loss: 450.2897 - 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[==>...........................] - ETA: 2:35 - loss: 450.0246 - logits_profile_predictions_loss: 442.9028 - logcount_predictions_loss: 1.0791 137/1253 [==>...........................] - ETA: 2:35 - loss: 449.9962 - logits_profile_predictions_loss: 442.8729 - logcount_predictions_loss: 1.0793 138/1253 [==>...........................] - ETA: 2:34 - loss: 449.9664 - logits_profile_predictions_loss: 442.8416 - logcount_predictions_loss: 1.0795 139/1253 [==>...........................] - ETA: 2:34 - loss: 449.9334 - logits_profile_predictions_loss: 442.8072 - logcount_predictions_loss: 1.0797 140/1253 [==>...........................] - ETA: 2:34 - loss: 449.9011 - logits_profile_predictions_loss: 442.7735 - logcount_predictions_loss: 1.0799 141/1253 [==>...........................] - ETA: 2:34 - loss: 449.8699 - logits_profile_predictions_loss: 442.7409 - logcount_predictions_loss: 1.0801 142/1253 [==>...........................] - ETA: 2:34 - loss: 449.8424 - 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[==>...........................] - ETA: 2:33 - loss: 449.6684 - logits_profile_predictions_loss: 442.5287 - logcount_predictions_loss: 1.0818 150/1253 [==>...........................] - ETA: 2:33 - loss: 449.6448 - logits_profile_predictions_loss: 442.5039 - logcount_predictions_loss: 1.0819 151/1253 [==>...........................] - ETA: 2:33 - loss: 449.6177 - logits_profile_predictions_loss: 442.4756 - logcount_predictions_loss: 1.0821 152/1253 [==>...........................] - ETA: 2:32 - loss: 449.5923 - logits_profile_predictions_loss: 442.4491 - logcount_predictions_loss: 1.0823 153/1253 [==>...........................] - ETA: 2:32 - loss: 449.5679 - logits_profile_predictions_loss: 442.4236 - logcount_predictions_loss: 1.0825 154/1253 [==>...........................] - ETA: 2:32 - loss: 449.5417 - logits_profile_predictions_loss: 442.3963 - logcount_predictions_loss: 1.0826 155/1253 [==>...........................] - ETA: 2:32 - loss: 449.5186 - 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[==>...........................] - ETA: 2:31 - loss: 449.3318 - logits_profile_predictions_loss: 442.1773 - logcount_predictions_loss: 1.0840 163/1253 [==>...........................] - ETA: 2:31 - loss: 449.3039 - logits_profile_predictions_loss: 442.1484 - logcount_predictions_loss: 1.0842 164/1253 [==>...........................] - ETA: 2:31 - loss: 449.2759 - logits_profile_predictions_loss: 442.1194 - logcount_predictions_loss: 1.0843 165/1253 [==>...........................] - ETA: 2:31 - loss: 449.2491 - logits_profile_predictions_loss: 442.0917 - logcount_predictions_loss: 1.0844 166/1253 [==>...........................] - ETA: 2:31 - loss: 449.2236 - logits_profile_predictions_loss: 442.0653 - logcount_predictions_loss: 1.0846 167/1253 [==>...........................] - ETA: 2:30 - loss: 449.1996 - logits_profile_predictions_loss: 442.0403 - logcount_predictions_loss: 1.0847 168/1253 [===>..........................] - ETA: 2:30 - loss: 449.1757 - logits_profile_predictions_loss: 442.0156 - logcount_predictions_loss: 1.0849 169/1253 [===>..........................] - ETA: 2:30 - loss: 449.1534 - logits_profile_predictions_loss: 441.9924 - logcount_predictions_loss: 1.0850 170/1253 [===>..........................] - ETA: 2:30 - loss: 449.1330 - logits_profile_predictions_loss: 441.9711 - logcount_predictions_loss: 1.0851 171/1253 [===>..........................] - ETA: 2:30 - loss: 449.1187 - logits_profile_predictions_loss: 441.9559 - logcount_predictions_loss: 1.0853 172/1253 [===>..........................] - ETA: 2:30 - loss: 449.1016 - logits_profile_predictions_loss: 441.9380 - logcount_predictions_loss: 1.0854 173/1253 [===>..........................] - ETA: 2:30 - loss: 449.0879 - logits_profile_predictions_loss: 441.9234 - logcount_predictions_loss: 1.0855 174/1253 [===>..........................] - ETA: 2:29 - loss: 449.0721 - logits_profile_predictions_loss: 441.9066 - logcount_predictions_loss: 1.0857 175/1253 [===>..........................] - ETA: 2:29 - loss: 449.0573 - logits_profile_predictions_loss: 441.8908 - logcount_predictions_loss: 1.0858 176/1253 [===>..........................] - ETA: 2:29 - loss: 449.0422 - logits_profile_predictions_loss: 441.8746 - logcount_predictions_loss: 1.0860 177/1253 [===>..........................] - ETA: 2:29 - loss: 449.0329 - logits_profile_predictions_loss: 441.8642 - logcount_predictions_loss: 1.0862 178/1253 [===>..........................] - ETA: 2:29 - loss: 449.0252 - logits_profile_predictions_loss: 441.8556 - logcount_predictions_loss: 1.0863 179/1253 [===>..........................] - ETA: 2:29 - loss: 449.0187 - logits_profile_predictions_loss: 441.8480 - logcount_predictions_loss: 1.0864 180/1253 [===>..........................] - ETA: 2:29 - loss: 449.0119 - logits_profile_predictions_loss: 441.8403 - logcount_predictions_loss: 1.0866 181/1253 [===>..........................] - ETA: 2:28 - loss: 449.0062 - 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[===>..........................] - ETA: 2:27 - loss: 448.9654 - logits_profile_predictions_loss: 441.7850 - logcount_predictions_loss: 1.0879 189/1253 [===>..........................] - ETA: 2:27 - loss: 448.9565 - logits_profile_predictions_loss: 441.7750 - logcount_predictions_loss: 1.0881 190/1253 [===>..........................] - ETA: 2:27 - loss: 448.9491 - logits_profile_predictions_loss: 441.7665 - logcount_predictions_loss: 1.0883 191/1253 [===>..........................] - ETA: 2:27 - loss: 448.9397 - logits_profile_predictions_loss: 441.7561 - logcount_predictions_loss: 1.0884 192/1253 [===>..........................] - ETA: 2:27 - loss: 448.9302 - logits_profile_predictions_loss: 441.7455 - logcount_predictions_loss: 1.0886 193/1253 [===>..........................] - ETA: 2:27 - loss: 448.9271 - logits_profile_predictions_loss: 441.7413 - logcount_predictions_loss: 1.0887 194/1253 [===>..........................] - ETA: 2:27 - loss: 448.9263 - 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[===>..........................] - ETA: 2:26 - loss: 448.9513 - logits_profile_predictions_loss: 441.7576 - logcount_predictions_loss: 1.0899 202/1253 [===>..........................] - ETA: 2:26 - loss: 448.9525 - logits_profile_predictions_loss: 441.7578 - logcount_predictions_loss: 1.0901 203/1253 [===>..........................] - ETA: 2:25 - loss: 448.9544 - logits_profile_predictions_loss: 441.7587 - logcount_predictions_loss: 1.0902 204/1253 [===>..........................] - ETA: 2:25 - loss: 448.9560 - logits_profile_predictions_loss: 441.7594 - logcount_predictions_loss: 1.0904 205/1253 [===>..........................] - ETA: 2:25 - loss: 448.9588 - logits_profile_predictions_loss: 441.7613 - logcount_predictions_loss: 1.0905 206/1253 [===>..........................] - ETA: 2:25 - loss: 448.9610 - logits_profile_predictions_loss: 441.7625 - logcount_predictions_loss: 1.0907 207/1253 [===>..........................] - ETA: 2:25 - loss: 448.9595 - 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[============================>.] - ETA: 5s - loss: 446.5934 - logits_profile_predictions_loss: 439.2157 - logcount_predictions_loss: 1.1178 1214/1253 [============================>.] - ETA: 5s - loss: 446.5918 - logits_profile_predictions_loss: 439.2142 - logcount_predictions_loss: 1.1178 1215/1253 [============================>.] - ETA: 5s - loss: 446.5903 - logits_profile_predictions_loss: 439.2128 - logcount_predictions_loss: 1.1178 1216/1253 [============================>.] - ETA: 5s - loss: 446.5888 - logits_profile_predictions_loss: 439.2113 - logcount_predictions_loss: 1.1178 1217/1253 [============================>.] - ETA: 5s - loss: 446.5873 - logits_profile_predictions_loss: 439.2099 - logcount_predictions_loss: 1.1177 1218/1253 [============================>.] - ETA: 4s - loss: 446.5858 - logits_profile_predictions_loss: 439.2086 - logcount_predictions_loss: 1.1177 1219/1253 [============================>.] - ETA: 4s - loss: 446.5844 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 446.5501 - logits_profile_predictions_loss: 439.1754 - logcount_predictions_loss: 1.1173 1247/1253 [============================>.] - ETA: 0s - loss: 446.5491 - logits_profile_predictions_loss: 439.1745 - logcount_predictions_loss: 1.1173 1248/1253 [============================>.] - ETA: 0s - loss: 446.5481 - logits_profile_predictions_loss: 439.1736 - logcount_predictions_loss: 1.1173 1249/1253 [============================>.] - ETA: 0s - loss: 446.5470 - logits_profile_predictions_loss: 439.1726 - logcount_predictions_loss: 1.1173 1250/1253 [============================>.] - ETA: 0s - loss: 446.5460 - logits_profile_predictions_loss: 439.1716 - logcount_predictions_loss: 1.1173 1251/1253 [============================>.] - ETA: 0s - loss: 446.5449 - logits_profile_predictions_loss: 439.1707 - logcount_predictions_loss: 1.1173 1252/1253 [============================>.] - ETA: 0s - loss: 446.5439 - logits_profile_predictions_loss: 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[..............................] - ETA: 2:55 - loss: 416.0322 - logits_profile_predictions_loss: 409.4792 - logcount_predictions_loss: 0.9929 5/1253 [..............................] - ETA: 2:55 - loss: 417.6885 - logits_profile_predictions_loss: 411.0996 - logcount_predictions_loss: 0.9983 6/1253 [..............................] - ETA: 2:54 - loss: 417.3340 - logits_profile_predictions_loss: 410.7075 - logcount_predictions_loss: 1.0040 7/1253 [..............................] - ETA: 2:54 - loss: 417.9408 - logits_profile_predictions_loss: 411.2636 - logcount_predictions_loss: 1.0117 8/1253 [..............................] - ETA: 2:53 - loss: 419.6578 - logits_profile_predictions_loss: 412.8935 - logcount_predictions_loss: 1.0249 9/1253 [..............................] - ETA: 2:53 - loss: 419.5920 - logits_profile_predictions_loss: 412.7730 - logcount_predictions_loss: 1.0332 10/1253 [..............................] - ETA: 2:53 - loss: 420.3198 - logits_profile_predictions_loss: 413.4245 - logcount_predictions_loss: 1.0447 11/1253 [..............................] - ETA: 2:53 - loss: 420.9302 - logits_profile_predictions_loss: 413.9602 - logcount_predictions_loss: 1.0561 12/1253 [..............................] - ETA: 2:52 - loss: 420.8694 - logits_profile_predictions_loss: 413.8463 - logcount_predictions_loss: 1.0641 13/1253 [..............................] - ETA: 2:52 - loss: 420.4185 - logits_profile_predictions_loss: 413.3605 - logcount_predictions_loss: 1.0694 14/1253 [..............................] - ETA: 2:52 - loss: 420.3540 - logits_profile_predictions_loss: 413.2683 - logcount_predictions_loss: 1.0736 15/1253 [..............................] - ETA: 2:52 - loss: 420.5395 - logits_profile_predictions_loss: 413.4345 - logcount_predictions_loss: 1.0765 16/1253 [..............................] - ETA: 2:52 - loss: 420.2672 - logits_profile_predictions_loss: 413.1511 - logcount_predictions_loss: 1.0782 17/1253 [..............................] - ETA: 2:52 - loss: 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[..............................] - ETA: 2:51 - loss: 419.7566 - logits_profile_predictions_loss: 412.5734 - logcount_predictions_loss: 1.0884 25/1253 [..............................] - ETA: 2:50 - loss: 419.8624 - logits_profile_predictions_loss: 412.6715 - logcount_predictions_loss: 1.0895 26/1253 [..............................] - ETA: 2:50 - loss: 420.2677 - logits_profile_predictions_loss: 413.0713 - logcount_predictions_loss: 1.0904 27/1253 [..............................] - ETA: 2:50 - loss: 420.7883 - logits_profile_predictions_loss: 413.5854 - logcount_predictions_loss: 1.0913 28/1253 [..............................] - ETA: 2:50 - loss: 421.2296 - logits_profile_predictions_loss: 414.0237 - logcount_predictions_loss: 1.0918 29/1253 [..............................] - ETA: 2:50 - loss: 421.6158 - logits_profile_predictions_loss: 414.3997 - logcount_predictions_loss: 1.0934 30/1253 [..............................] - ETA: 2:50 - loss: 421.9437 - logits_profile_predictions_loss: 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loss: 424.4163 - logits_profile_predictions_loss: 417.1545 - logcount_predictions_loss: 1.1003 38/1253 [..............................] - ETA: 2:48 - loss: 424.7481 - logits_profile_predictions_loss: 417.4833 - logcount_predictions_loss: 1.1007 39/1253 [..............................] - ETA: 2:48 - loss: 425.1001 - logits_profile_predictions_loss: 417.8335 - logcount_predictions_loss: 1.1010 40/1253 [..............................] - ETA: 2:48 - loss: 425.4455 - logits_profile_predictions_loss: 418.1777 - logcount_predictions_loss: 1.1012 41/1253 [..............................] - ETA: 2:48 - loss: 425.7603 - logits_profile_predictions_loss: 418.4921 - logcount_predictions_loss: 1.1012 42/1253 [>.............................] - ETA: 2:48 - loss: 426.0542 - logits_profile_predictions_loss: 418.7855 - logcount_predictions_loss: 1.1013 43/1253 [>.............................] - ETA: 2:48 - loss: 426.3511 - logits_profile_predictions_loss: 419.0821 - logcount_predictions_loss: 1.1014 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[>.............................] - ETA: 2:46 - loss: 430.3957 - logits_profile_predictions_loss: 423.1322 - logcount_predictions_loss: 1.1005 58/1253 [>.............................] - ETA: 2:46 - loss: 430.6149 - logits_profile_predictions_loss: 423.3523 - logcount_predictions_loss: 1.1004 59/1253 [>.............................] - ETA: 2:46 - loss: 430.8218 - logits_profile_predictions_loss: 423.5598 - logcount_predictions_loss: 1.1003 60/1253 [>.............................] - ETA: 2:46 - loss: 431.0172 - logits_profile_predictions_loss: 423.7552 - logcount_predictions_loss: 1.1003 61/1253 [>.............................] - ETA: 2:45 - loss: 431.1996 - logits_profile_predictions_loss: 423.9374 - logcount_predictions_loss: 1.1003 62/1253 [>.............................] - ETA: 2:45 - loss: 431.3946 - logits_profile_predictions_loss: 424.1327 - logcount_predictions_loss: 1.1003 63/1253 [>.............................] - ETA: 2:45 - loss: 431.5731 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 427.4846 - logcount_predictions_loss: 1.0924 84/1253 [=>............................] - ETA: 2:42 - loss: 434.8040 - logits_profile_predictions_loss: 427.5977 - logcount_predictions_loss: 1.0919 85/1253 [=>............................] - ETA: 2:42 - loss: 434.9023 - logits_profile_predictions_loss: 427.6997 - logcount_predictions_loss: 1.0913 86/1253 [=>............................] - ETA: 2:42 - loss: 435.0025 - logits_profile_predictions_loss: 427.8036 - logcount_predictions_loss: 1.0907 87/1253 [=>............................] - ETA: 2:42 - loss: 435.1126 - logits_profile_predictions_loss: 427.9172 - logcount_predictions_loss: 1.0902 88/1253 [=>............................] - ETA: 2:42 - loss: 435.2200 - logits_profile_predictions_loss: 428.0279 - logcount_predictions_loss: 1.0897 89/1253 [=>............................] - ETA: 2:41 - loss: 435.3442 - logits_profile_predictions_loss: 428.1554 - logcount_predictions_loss: 1.0892 90/1253 [=>............................] - ETA: 2:41 - loss: 435.4681 - logits_profile_predictions_loss: 428.2820 - logcount_predictions_loss: 1.0888 91/1253 [=>............................] - ETA: 2:41 - loss: 435.5861 - logits_profile_predictions_loss: 428.4026 - logcount_predictions_loss: 1.0884 92/1253 [=>............................] - ETA: 2:41 - loss: 435.6966 - logits_profile_predictions_loss: 428.5157 - logcount_predictions_loss: 1.0880 93/1253 [=>............................] - ETA: 2:41 - loss: 435.8078 - logits_profile_predictions_loss: 428.6295 - logcount_predictions_loss: 1.0876 94/1253 [=>............................] - ETA: 2:41 - loss: 435.9080 - logits_profile_predictions_loss: 428.7323 - logcount_predictions_loss: 1.0872 95/1253 [=>............................] - ETA: 2:41 - loss: 436.0045 - logits_profile_predictions_loss: 428.8311 - logcount_predictions_loss: 1.0869 96/1253 [=>............................] - ETA: 2:40 - loss: 436.0973 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 430.7921 - logcount_predictions_loss: 1.0832 117/1253 [=>............................] - ETA: 2:38 - loss: 438.0172 - logits_profile_predictions_loss: 430.8684 - logcount_predictions_loss: 1.0831 118/1253 [=>............................] - ETA: 2:37 - loss: 438.0986 - logits_profile_predictions_loss: 430.9500 - logcount_predictions_loss: 1.0831 119/1253 [=>............................] - ETA: 2:37 - loss: 438.1774 - logits_profile_predictions_loss: 431.0291 - logcount_predictions_loss: 1.0831 120/1253 [=>............................] - ETA: 2:37 - loss: 438.2566 - logits_profile_predictions_loss: 431.1086 - logcount_predictions_loss: 1.0830 121/1253 [=>............................] - ETA: 2:37 - loss: 438.3350 - logits_profile_predictions_loss: 431.1873 - logcount_predictions_loss: 1.0830 122/1253 [=>............................] - ETA: 2:37 - loss: 438.4202 - logits_profile_predictions_loss: 431.2727 - logcount_predictions_loss: 1.0830 123/1253 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[==>...........................] - ETA: 2:35 - loss: 439.3227 - logits_profile_predictions_loss: 432.1804 - logcount_predictions_loss: 1.0822 137/1253 [==>...........................] - ETA: 2:35 - loss: 439.3804 - logits_profile_predictions_loss: 432.2387 - logcount_predictions_loss: 1.0821 138/1253 [==>...........................] - ETA: 2:35 - loss: 439.4405 - logits_profile_predictions_loss: 432.2995 - logcount_predictions_loss: 1.0820 139/1253 [==>...........................] - ETA: 2:34 - loss: 439.4979 - logits_profile_predictions_loss: 432.3576 - logcount_predictions_loss: 1.0819 140/1253 [==>...........................] - ETA: 2:34 - loss: 439.5579 - logits_profile_predictions_loss: 432.4180 - logcount_predictions_loss: 1.0818 141/1253 [==>...........................] - ETA: 2:34 - loss: 439.6140 - logits_profile_predictions_loss: 432.4746 - logcount_predictions_loss: 1.0817 142/1253 [==>...........................] - ETA: 2:34 - loss: 439.6708 - 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[==>...........................] - ETA: 2:33 - loss: 439.9968 - logits_profile_predictions_loss: 432.8631 - logcount_predictions_loss: 1.0809 150/1253 [==>...........................] - ETA: 2:33 - loss: 440.0391 - logits_profile_predictions_loss: 432.9062 - logcount_predictions_loss: 1.0807 151/1253 [==>...........................] - ETA: 2:33 - loss: 440.0838 - logits_profile_predictions_loss: 432.9518 - logcount_predictions_loss: 1.0806 152/1253 [==>...........................] - ETA: 2:33 - loss: 440.1280 - logits_profile_predictions_loss: 432.9968 - logcount_predictions_loss: 1.0805 153/1253 [==>...........................] - ETA: 2:32 - loss: 440.1698 - logits_profile_predictions_loss: 433.0395 - logcount_predictions_loss: 1.0803 154/1253 [==>...........................] - ETA: 2:32 - loss: 440.2100 - logits_profile_predictions_loss: 433.0807 - logcount_predictions_loss: 1.0802 155/1253 [==>...........................] - ETA: 2:32 - loss: 440.2513 - 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[==>...........................] - ETA: 2:31 - loss: 440.4674 - logits_profile_predictions_loss: 433.3456 - logcount_predictions_loss: 1.0791 163/1253 [==>...........................] - ETA: 2:31 - loss: 440.4935 - logits_profile_predictions_loss: 433.3725 - logcount_predictions_loss: 1.0789 164/1253 [==>...........................] - ETA: 2:31 - loss: 440.5231 - logits_profile_predictions_loss: 433.4031 - logcount_predictions_loss: 1.0788 165/1253 [==>...........................] - ETA: 2:31 - loss: 440.5519 - logits_profile_predictions_loss: 433.4328 - logcount_predictions_loss: 1.0786 166/1253 [==>...........................] - ETA: 2:31 - loss: 440.5810 - logits_profile_predictions_loss: 433.4627 - logcount_predictions_loss: 1.0785 167/1253 [==>...........................] - ETA: 2:31 - loss: 440.6117 - logits_profile_predictions_loss: 433.4944 - logcount_predictions_loss: 1.0784 168/1253 [===>..........................] - ETA: 2:30 - loss: 440.6471 - logits_profile_predictions_loss: 433.5306 - logcount_predictions_loss: 1.0782 169/1253 [===>..........................] - ETA: 2:30 - loss: 440.6823 - logits_profile_predictions_loss: 433.5667 - logcount_predictions_loss: 1.0781 170/1253 [===>..........................] - ETA: 2:30 - loss: 440.7136 - logits_profile_predictions_loss: 433.5988 - logcount_predictions_loss: 1.0780 171/1253 [===>..........................] - ETA: 2:30 - loss: 440.7439 - logits_profile_predictions_loss: 433.6299 - logcount_predictions_loss: 1.0779 172/1253 [===>..........................] - ETA: 2:30 - loss: 440.7725 - logits_profile_predictions_loss: 433.6593 - logcount_predictions_loss: 1.0777 173/1253 [===>..........................] - ETA: 2:30 - loss: 440.8028 - logits_profile_predictions_loss: 433.6904 - logcount_predictions_loss: 1.0776 174/1253 [===>..........................] - ETA: 2:30 - loss: 440.8369 - logits_profile_predictions_loss: 433.7252 - logcount_predictions_loss: 1.0775 175/1253 [===>..........................] - ETA: 2:29 - loss: 440.8711 - logits_profile_predictions_loss: 433.7601 - logcount_predictions_loss: 1.0774 176/1253 [===>..........................] - ETA: 2:29 - loss: 440.9037 - logits_profile_predictions_loss: 433.7934 - logcount_predictions_loss: 1.0773 177/1253 [===>..........................] - ETA: 2:29 - loss: 440.9343 - logits_profile_predictions_loss: 433.8247 - logcount_predictions_loss: 1.0772 178/1253 [===>..........................] - ETA: 2:29 - loss: 440.9638 - logits_profile_predictions_loss: 433.8548 - logcount_predictions_loss: 1.0771 179/1253 [===>..........................] - ETA: 2:29 - loss: 440.9934 - logits_profile_predictions_loss: 433.8852 - logcount_predictions_loss: 1.0770 180/1253 [===>..........................] - ETA: 2:29 - loss: 441.0227 - logits_profile_predictions_loss: 433.9152 - logcount_predictions_loss: 1.0769 181/1253 [===>..........................] - ETA: 2:29 - loss: 441.0534 - 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[===>..........................] - ETA: 2:28 - loss: 441.2222 - logits_profile_predictions_loss: 434.1198 - logcount_predictions_loss: 1.0761 189/1253 [===>..........................] - ETA: 2:27 - loss: 441.2425 - logits_profile_predictions_loss: 434.1408 - logcount_predictions_loss: 1.0760 190/1253 [===>..........................] - ETA: 2:27 - loss: 441.2617 - logits_profile_predictions_loss: 434.1606 - logcount_predictions_loss: 1.0759 191/1253 [===>..........................] - ETA: 2:27 - loss: 441.2810 - logits_profile_predictions_loss: 434.1805 - logcount_predictions_loss: 1.0758 192/1253 [===>..........................] - ETA: 2:27 - loss: 441.3018 - logits_profile_predictions_loss: 434.2019 - logcount_predictions_loss: 1.0757 193/1253 [===>..........................] - ETA: 2:27 - loss: 441.3220 - logits_profile_predictions_loss: 434.2226 - logcount_predictions_loss: 1.0757 194/1253 [===>..........................] - ETA: 2:27 - loss: 441.3400 - logits_profile_predictions_loss: 434.2412 - logcount_predictions_loss: 1.0756 195/1253 [===>..........................] - ETA: 2:27 - loss: 441.3583 - logits_profile_predictions_loss: 434.2600 - logcount_predictions_loss: 1.0755 196/1253 [===>..........................] - ETA: 2:26 - loss: 441.3783 - logits_profile_predictions_loss: 434.2805 - logcount_predictions_loss: 1.0754 197/1253 [===>..........................] - ETA: 2:26 - loss: 441.3963 - logits_profile_predictions_loss: 434.2990 - logcount_predictions_loss: 1.0753 198/1253 [===>..........................] - ETA: 2:26 - loss: 441.4124 - logits_profile_predictions_loss: 434.3156 - logcount_predictions_loss: 1.0753 199/1253 [===>..........................] - ETA: 2:26 - loss: 441.4256 - logits_profile_predictions_loss: 434.3293 - logcount_predictions_loss: 1.0752 200/1253 [===>..........................] - ETA: 2:26 - loss: 441.4368 - logits_profile_predictions_loss: 434.3410 - logcount_predictions_loss: 1.0751 201/1253 [===>..........................] - ETA: 2:26 - loss: 441.4490 - logits_profile_predictions_loss: 434.3537 - logcount_predictions_loss: 1.0750 202/1253 [===>..........................] - ETA: 2:26 - loss: 441.4613 - logits_profile_predictions_loss: 434.3666 - logcount_predictions_loss: 1.0749 203/1253 [===>..........................] - ETA: 2:25 - loss: 441.4719 - logits_profile_predictions_loss: 434.3777 - logcount_predictions_loss: 1.0749 204/1253 [===>..........................] - ETA: 2:25 - loss: 441.4835 - logits_profile_predictions_loss: 434.3898 - logcount_predictions_loss: 1.0748 205/1253 [===>..........................] - ETA: 2:25 - loss: 441.4950 - logits_profile_predictions_loss: 434.4018 - logcount_predictions_loss: 1.0747 206/1253 [===>..........................] - ETA: 2:25 - loss: 441.5067 - logits_profile_predictions_loss: 434.4141 - logcount_predictions_loss: 1.0746 207/1253 [===>..........................] - ETA: 2:25 - loss: 441.5191 - 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[====>.........................] - ETA: 2:24 - loss: 441.6218 - logits_profile_predictions_loss: 434.5336 - logcount_predictions_loss: 1.0740 215/1253 [====>.........................] - ETA: 2:24 - loss: 441.6383 - logits_profile_predictions_loss: 434.5505 - logcount_predictions_loss: 1.0739 216/1253 [====>.........................] - ETA: 2:24 - loss: 441.6572 - logits_profile_predictions_loss: 434.5698 - logcount_predictions_loss: 1.0738 217/1253 [====>.........................] - ETA: 2:24 - loss: 441.6750 - logits_profile_predictions_loss: 434.5881 - logcount_predictions_loss: 1.0738 218/1253 [====>.........................] - ETA: 2:23 - loss: 441.6909 - logits_profile_predictions_loss: 434.6044 - logcount_predictions_loss: 1.0737 219/1253 [====>.........................] - ETA: 2:23 - loss: 441.7055 - logits_profile_predictions_loss: 434.6194 - logcount_predictions_loss: 1.0736 220/1253 [====>.........................] - ETA: 2:23 - loss: 441.7202 - 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[============================>.] - ETA: 0s - loss: 441.8427 - logits_profile_predictions_loss: 434.8300 - logcount_predictions_loss: 1.0625 1247/1253 [============================>.] - ETA: 0s - loss: 441.8415 - logits_profile_predictions_loss: 434.8289 - logcount_predictions_loss: 1.0625 1248/1253 [============================>.] - ETA: 0s - loss: 441.8403 - logits_profile_predictions_loss: 434.8278 - logcount_predictions_loss: 1.0625 1249/1253 [============================>.] - ETA: 0s - loss: 441.8392 - logits_profile_predictions_loss: 434.8268 - logcount_predictions_loss: 1.0625 1250/1253 [============================>.] - ETA: 0s - loss: 441.8381 - logits_profile_predictions_loss: 434.8257 - logcount_predictions_loss: 1.0625 1251/1253 [============================>.] - ETA: 0s - loss: 441.8370 - logits_profile_predictions_loss: 434.8247 - logcount_predictions_loss: 1.0625 1252/1253 [============================>.] - ETA: 0s - loss: 441.8358 - logits_profile_predictions_loss: 434.8236 - logcount_predictions_loss: 1.0625 1253/1253 [==============================] - ETA: 0s - loss: 441.8347 - logits_profile_predictions_loss: 434.8226 - logcount_predictions_loss: 1.0624 1253/1253 [==============================] - 181s 145ms/step - loss: 441.8336 - logits_profile_predictions_loss: 434.8215 - logcount_predictions_loss: 1.0624 - val_loss: 430.2111 - val_logits_profile_predictions_loss: 424.3808 - val_logcount_predictions_loss: 0.8834 Epoch 00006: val_loss improved from 434.11359 to 430.21109, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 7/50 1/1253 [..............................] - ETA: 3:13 - loss: 486.3145 - logits_profile_predictions_loss: 481.6041 - logcount_predictions_loss: 0.7137 2/1253 [..............................] - ETA: 2:53 - loss: 448.4434 - logits_profile_predictions_loss: 443.6994 - logcount_predictions_loss: 0.7188 3/1253 [..............................] - ETA: 2:54 - loss: 446.5008 - logits_profile_predictions_loss: 441.6555 - logcount_predictions_loss: 0.7341 4/1253 [..............................] - ETA: 2:54 - loss: 445.0861 - logits_profile_predictions_loss: 440.1463 - logcount_predictions_loss: 0.7485 5/1253 [..............................] - ETA: 2:53 - loss: 445.3281 - logits_profile_predictions_loss: 440.3266 - logcount_predictions_loss: 0.7578 6/1253 [..............................] - ETA: 2:53 - loss: 443.9238 - logits_profile_predictions_loss: 438.8092 - logcount_predictions_loss: 0.7749 7/1253 [..............................] - ETA: 2:53 - loss: 445.2701 - logits_profile_predictions_loss: 439.9974 - logcount_predictions_loss: 0.7989 8/1253 [..............................] - ETA: 2:53 - loss: 443.9628 - logits_profile_predictions_loss: 438.5683 - logcount_predictions_loss: 0.8173 9/1253 [..............................] - ETA: 2:53 - loss: 443.3846 - logits_profile_predictions_loss: 437.9079 - logcount_predictions_loss: 0.8298 10/1253 [..............................] - ETA: 2:52 - loss: 442.7768 - logits_profile_predictions_loss: 437.2448 - logcount_predictions_loss: 0.8382 11/1253 [..............................] - ETA: 2:52 - loss: 441.3948 - logits_profile_predictions_loss: 435.8288 - logcount_predictions_loss: 0.8433 12/1253 [..............................] - ETA: 2:52 - loss: 439.4778 - logits_profile_predictions_loss: 433.8854 - logcount_predictions_loss: 0.8473 13/1253 [..............................] - ETA: 2:52 - loss: 438.0651 - logits_profile_predictions_loss: 432.4396 - logcount_predictions_loss: 0.8524 14/1253 [..............................] - ETA: 2:52 - loss: 437.3928 - logits_profile_predictions_loss: 431.7349 - logcount_predictions_loss: 0.8573 15/1253 [..............................] - ETA: 2:52 - loss: 436.5958 - logits_profile_predictions_loss: 430.9113 - logcount_predictions_loss: 0.8613 16/1253 [..............................] - ETA: 2:51 - loss: 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[..............................] - ETA: 2:50 - loss: 430.8613 - logits_profile_predictions_loss: 425.0235 - logcount_predictions_loss: 0.8845 24/1253 [..............................] - ETA: 2:50 - loss: 430.5992 - logits_profile_predictions_loss: 424.7502 - logcount_predictions_loss: 0.8862 25/1253 [..............................] - ETA: 2:50 - loss: 430.2687 - logits_profile_predictions_loss: 424.4110 - logcount_predictions_loss: 0.8875 26/1253 [..............................] - ETA: 2:50 - loss: 429.9553 - logits_profile_predictions_loss: 424.0900 - logcount_predictions_loss: 0.8887 27/1253 [..............................] - ETA: 2:50 - loss: 429.7064 - logits_profile_predictions_loss: 423.8356 - logcount_predictions_loss: 0.8895 28/1253 [..............................] - ETA: 2:50 - loss: 429.4710 - logits_profile_predictions_loss: 423.5953 - logcount_predictions_loss: 0.8903 29/1253 [..............................] - ETA: 2:50 - loss: 429.2348 - logits_profile_predictions_loss: 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[=>............................] - ETA: 2:41 - loss: 425.9943 - logits_profile_predictions_loss: 419.8860 - logcount_predictions_loss: 0.9255 90/1253 [=>............................] - ETA: 2:41 - loss: 426.0107 - logits_profile_predictions_loss: 419.8993 - logcount_predictions_loss: 0.9260 91/1253 [=>............................] - ETA: 2:41 - loss: 426.0478 - logits_profile_predictions_loss: 419.9337 - logcount_predictions_loss: 0.9264 92/1253 [=>............................] - ETA: 2:41 - loss: 426.0783 - logits_profile_predictions_loss: 419.9615 - logcount_predictions_loss: 0.9268 93/1253 [=>............................] - ETA: 2:41 - loss: 426.1104 - logits_profile_predictions_loss: 419.9912 - logcount_predictions_loss: 0.9272 94/1253 [=>............................] - ETA: 2:41 - loss: 426.1575 - logits_profile_predictions_loss: 420.0356 - logcount_predictions_loss: 0.9276 95/1253 [=>............................] - ETA: 2:40 - loss: 426.2122 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 2:28 - loss: 429.9301 - logits_profile_predictions_loss: 423.5866 - logcount_predictions_loss: 0.9611 188/1253 [===>..........................] - ETA: 2:27 - loss: 429.9527 - logits_profile_predictions_loss: 423.6074 - logcount_predictions_loss: 0.9614 189/1253 [===>..........................] - ETA: 2:27 - loss: 429.9761 - logits_profile_predictions_loss: 423.6289 - logcount_predictions_loss: 0.9617 190/1253 [===>..........................] - ETA: 2:27 - loss: 429.9967 - logits_profile_predictions_loss: 423.6477 - logcount_predictions_loss: 0.9620 191/1253 [===>..........................] - ETA: 2:27 - loss: 430.0164 - logits_profile_predictions_loss: 423.6655 - logcount_predictions_loss: 0.9622 192/1253 [===>..........................] - ETA: 2:27 - loss: 430.0380 - logits_profile_predictions_loss: 423.6853 - logcount_predictions_loss: 0.9625 193/1253 [===>..........................] - ETA: 2:27 - loss: 430.0614 - 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[===>..........................] - ETA: 2:26 - loss: 430.2349 - logits_profile_predictions_loss: 423.8693 - logcount_predictions_loss: 0.9645 201/1253 [===>..........................] - ETA: 2:26 - loss: 430.2574 - logits_profile_predictions_loss: 423.8904 - logcount_predictions_loss: 0.9647 202/1253 [===>..........................] - ETA: 2:26 - loss: 430.2820 - logits_profile_predictions_loss: 423.9135 - logcount_predictions_loss: 0.9649 203/1253 [===>..........................] - ETA: 2:25 - loss: 430.3084 - logits_profile_predictions_loss: 423.9385 - logcount_predictions_loss: 0.9651 204/1253 [===>..........................] - ETA: 2:25 - loss: 430.3326 - logits_profile_predictions_loss: 423.9613 - logcount_predictions_loss: 0.9653 205/1253 [===>..........................] - ETA: 2:25 - loss: 430.3566 - logits_profile_predictions_loss: 423.9840 - logcount_predictions_loss: 0.9656 206/1253 [===>..........................] - ETA: 2:25 - loss: 430.3807 - logits_profile_predictions_loss: 424.0067 - logcount_predictions_loss: 0.9658 207/1253 [===>..........................] - ETA: 2:25 - loss: 430.4065 - logits_profile_predictions_loss: 424.0312 - logcount_predictions_loss: 0.9660 208/1253 [===>..........................] - ETA: 2:25 - loss: 430.4316 - logits_profile_predictions_loss: 424.0550 - logcount_predictions_loss: 0.9662 209/1253 [====>.........................] - ETA: 2:25 - loss: 430.4559 - logits_profile_predictions_loss: 424.0780 - logcount_predictions_loss: 0.9663 210/1253 [====>.........................] - ETA: 2:24 - loss: 430.4804 - logits_profile_predictions_loss: 424.1013 - logcount_predictions_loss: 0.9665 211/1253 [====>.........................] - ETA: 2:24 - loss: 430.5051 - logits_profile_predictions_loss: 424.1247 - logcount_predictions_loss: 0.9667 212/1253 [====>.........................] - ETA: 2:24 - loss: 430.5284 - logits_profile_predictions_loss: 424.1467 - logcount_predictions_loss: 0.9669 213/1253 [====>.........................] - ETA: 2:24 - loss: 430.5540 - logits_profile_predictions_loss: 424.1712 - logcount_predictions_loss: 0.9671 214/1253 [====>.........................] - ETA: 2:24 - loss: 430.5787 - logits_profile_predictions_loss: 424.1946 - logcount_predictions_loss: 0.9673 215/1253 [====>.........................] - ETA: 2:24 - loss: 430.6025 - logits_profile_predictions_loss: 424.2172 - logcount_predictions_loss: 0.9675 216/1253 [====>.........................] - ETA: 2:24 - loss: 430.6261 - logits_profile_predictions_loss: 424.2394 - logcount_predictions_loss: 0.9677 217/1253 [====>.........................] - ETA: 2:23 - loss: 430.6485 - logits_profile_predictions_loss: 424.2607 - logcount_predictions_loss: 0.9678 218/1253 [====>.........................] - ETA: 2:23 - loss: 430.6722 - logits_profile_predictions_loss: 424.2833 - logcount_predictions_loss: 0.9680 219/1253 [====>.........................] - ETA: 2:23 - loss: 430.6944 - logits_profile_predictions_loss: 424.3043 - logcount_predictions_loss: 0.9682 220/1253 [====>.........................] - ETA: 2:23 - loss: 430.7146 - logits_profile_predictions_loss: 424.3233 - logcount_predictions_loss: 0.9684 221/1253 [====>.........................] - ETA: 2:23 - loss: 430.7348 - logits_profile_predictions_loss: 424.3425 - logcount_predictions_loss: 0.9685 222/1253 [====>.........................] - ETA: 2:23 - loss: 430.7546 - logits_profile_predictions_loss: 424.3611 - logcount_predictions_loss: 0.9687 223/1253 [====>.........................] - ETA: 2:23 - loss: 430.7740 - logits_profile_predictions_loss: 424.3794 - logcount_predictions_loss: 0.9689 224/1253 [====>.........................] - ETA: 2:23 - loss: 430.7952 - logits_profile_predictions_loss: 424.3996 - logcount_predictions_loss: 0.9690 225/1253 [====>.........................] - ETA: 2:22 - loss: 430.8149 - logits_profile_predictions_loss: 424.4183 - logcount_predictions_loss: 0.9692 226/1253 [====>.........................] - ETA: 2:22 - loss: 430.8357 - logits_profile_predictions_loss: 424.4379 - logcount_predictions_loss: 0.9694 227/1253 [====>.........................] - ETA: 2:22 - loss: 430.8558 - logits_profile_predictions_loss: 424.4569 - logcount_predictions_loss: 0.9695 228/1253 [====>.........................] - ETA: 2:22 - loss: 430.8742 - logits_profile_predictions_loss: 424.4742 - logcount_predictions_loss: 0.9697 229/1253 [====>.........................] - ETA: 2:22 - loss: 430.8928 - logits_profile_predictions_loss: 424.4917 - logcount_predictions_loss: 0.9699 230/1253 [====>.........................] - ETA: 2:22 - loss: 430.9109 - logits_profile_predictions_loss: 424.5086 - logcount_predictions_loss: 0.9700 231/1253 [====>.........................] - ETA: 2:22 - loss: 430.9299 - logits_profile_predictions_loss: 424.5266 - logcount_predictions_loss: 0.9702 232/1253 [====>.........................] - ETA: 2:21 - loss: 430.9490 - 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logits_profile_predictions_loss: 427.3901 - logcount_predictions_loss: 0.9902 1239/1253 [============================>.] - ETA: 1s - loss: 433.9255 - logits_profile_predictions_loss: 427.3900 - logcount_predictions_loss: 0.9902 1240/1253 [============================>.] - ETA: 1s - loss: 433.9255 - logits_profile_predictions_loss: 427.3900 - logcount_predictions_loss: 0.9902 1241/1253 [============================>.] - ETA: 1s - loss: 433.9254 - logits_profile_predictions_loss: 427.3900 - logcount_predictions_loss: 0.9902 1242/1253 [============================>.] - ETA: 1s - loss: 433.9253 - logits_profile_predictions_loss: 427.3899 - logcount_predictions_loss: 0.9902 1243/1253 [============================>.] - ETA: 1s - loss: 433.9251 - logits_profile_predictions_loss: 427.3897 - logcount_predictions_loss: 0.9902 1244/1253 [============================>.] - ETA: 1s - loss: 433.9250 - logits_profile_predictions_loss: 427.3897 - logcount_predictions_loss: 0.9902 1245/1253 [============================>.] - ETA: 1s - loss: 433.9250 - logits_profile_predictions_loss: 427.3896 - logcount_predictions_loss: 0.9902 1246/1253 [============================>.] - ETA: 0s - loss: 433.9249 - logits_profile_predictions_loss: 427.3896 - logcount_predictions_loss: 0.9902 1247/1253 [============================>.] - ETA: 0s - loss: 433.9249 - logits_profile_predictions_loss: 427.3896 - logcount_predictions_loss: 0.9902 1248/1253 [============================>.] - ETA: 0s - loss: 433.9249 - logits_profile_predictions_loss: 427.3896 - logcount_predictions_loss: 0.9902 1249/1253 [============================>.] - ETA: 0s - loss: 433.9248 - logits_profile_predictions_loss: 427.3896 - logcount_predictions_loss: 0.9902 1250/1253 [============================>.] - ETA: 0s - loss: 433.9248 - logits_profile_predictions_loss: 427.3895 - logcount_predictions_loss: 0.9902 1251/1253 [============================>.] - ETA: 0s - loss: 433.9247 - logits_profile_predictions_loss: 427.3895 - logcount_predictions_loss: 0.9902 1252/1253 [============================>.] - ETA: 0s - loss: 433.9246 - logits_profile_predictions_loss: 427.3894 - logcount_predictions_loss: 0.9902 1253/1253 [==============================] - ETA: 0s - loss: 433.9245 - logits_profile_predictions_loss: 427.3893 - logcount_predictions_loss: 0.9902 1253/1253 [==============================] - 181s 145ms/step - loss: 433.9243 - logits_profile_predictions_loss: 427.3892 - logcount_predictions_loss: 0.9902 - val_loss: 427.5294 - val_logits_profile_predictions_loss: 421.8049 - val_logcount_predictions_loss: 0.8674 Epoch 00007: val_loss improved from 430.21109 to 427.52942, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 8/50 1/1253 [..............................] - ETA: 3:12 - loss: 484.7621 - logits_profile_predictions_loss: 479.5445 - logcount_predictions_loss: 0.7905 2/1253 [..............................] - ETA: 2:53 - loss: 461.6823 - logits_profile_predictions_loss: 456.5994 - logcount_predictions_loss: 0.7701 3/1253 [..............................] - ETA: 2:53 - loss: 450.3192 - logits_profile_predictions_loss: 445.2839 - logcount_predictions_loss: 0.7629 4/1253 [..............................] - ETA: 2:53 - loss: 442.9652 - logits_profile_predictions_loss: 437.9887 - logcount_predictions_loss: 0.7540 5/1253 [..............................] - ETA: 2:53 - loss: 440.4012 - logits_profile_predictions_loss: 435.3880 - logcount_predictions_loss: 0.7596 6/1253 [..............................] - ETA: 2:52 - loss: 437.1686 - logits_profile_predictions_loss: 432.1000 - logcount_predictions_loss: 0.7680 7/1253 [..............................] - ETA: 2:52 - loss: 433.4958 - logits_profile_predictions_loss: 428.4046 - logcount_predictions_loss: 0.7714 8/1253 [..............................] - ETA: 2:52 - loss: 432.5663 - logits_profile_predictions_loss: 427.4595 - logcount_predictions_loss: 0.7738 9/1253 [..............................] - ETA: 2:52 - loss: 431.8120 - logits_profile_predictions_loss: 426.6943 - logcount_predictions_loss: 0.7754 10/1253 [..............................] - ETA: 2:52 - loss: 431.2010 - logits_profile_predictions_loss: 426.0697 - logcount_predictions_loss: 0.7775 11/1253 [..............................] - ETA: 2:52 - loss: 430.2412 - logits_profile_predictions_loss: 425.0992 - logcount_predictions_loss: 0.7791 12/1253 [..............................] - ETA: 2:52 - loss: 430.3906 - logits_profile_predictions_loss: 425.2302 - logcount_predictions_loss: 0.7819 13/1253 [..............................] - ETA: 2:52 - loss: 430.7353 - logits_profile_predictions_loss: 425.5501 - logcount_predictions_loss: 0.7856 14/1253 [..............................] - ETA: 2:52 - loss: 430.9647 - logits_profile_predictions_loss: 425.7502 - logcount_predictions_loss: 0.7901 15/1253 [..............................] - ETA: 2:51 - loss: 431.5084 - logits_profile_predictions_loss: 426.2609 - logcount_predictions_loss: 0.7951 16/1253 [..............................] - ETA: 2:51 - loss: 431.6530 - logits_profile_predictions_loss: 426.3749 - logcount_predictions_loss: 0.7997 17/1253 [..............................] - ETA: 2:51 - loss: 431.6268 - logits_profile_predictions_loss: 426.3218 - logcount_predictions_loss: 0.8038 18/1253 [..............................] - ETA: 2:51 - loss: 431.5701 - logits_profile_predictions_loss: 426.2431 - logcount_predictions_loss: 0.8071 19/1253 [..............................] - ETA: 2:51 - loss: 431.1301 - logits_profile_predictions_loss: 425.7827 - logcount_predictions_loss: 0.8102 20/1253 [..............................] - ETA: 2:51 - loss: 430.8498 - logits_profile_predictions_loss: 425.4854 - logcount_predictions_loss: 0.8128 21/1253 [..............................] - ETA: 2:51 - loss: 430.3328 - logits_profile_predictions_loss: 424.9489 - logcount_predictions_loss: 0.8157 22/1253 [..............................] - ETA: 2:50 - loss: 429.7586 - logits_profile_predictions_loss: 424.3558 - logcount_predictions_loss: 0.8186 23/1253 [..............................] - ETA: 2:50 - loss: 429.2635 - logits_profile_predictions_loss: 423.8389 - logcount_predictions_loss: 0.8219 24/1253 [..............................] - ETA: 2:50 - loss: 428.8779 - logits_profile_predictions_loss: 423.4295 - logcount_predictions_loss: 0.8255 25/1253 [..............................] - ETA: 2:50 - loss: 428.6949 - logits_profile_predictions_loss: 423.2202 - logcount_predictions_loss: 0.8295 26/1253 [..............................] - ETA: 2:50 - loss: 428.4621 - logits_profile_predictions_loss: 422.9662 - logcount_predictions_loss: 0.8327 27/1253 [..............................] - ETA: 2:50 - loss: 428.0953 - logits_profile_predictions_loss: 422.5823 - logcount_predictions_loss: 0.8353 28/1253 [..............................] - ETA: 2:50 - loss: 427.8258 - logits_profile_predictions_loss: 422.2957 - logcount_predictions_loss: 0.8379 29/1253 [..............................] - ETA: 2:49 - loss: 427.6412 - logits_profile_predictions_loss: 422.0962 - logcount_predictions_loss: 0.8401 30/1253 [..............................] - ETA: 2:49 - loss: 427.4639 - logits_profile_predictions_loss: 421.9065 - logcount_predictions_loss: 0.8420 31/1253 [..............................] - ETA: 2:49 - loss: 427.3282 - logits_profile_predictions_loss: 421.7550 - logcount_predictions_loss: 0.8444 32/1253 [..............................] - ETA: 2:49 - loss: 427.2440 - logits_profile_predictions_loss: 421.6552 - logcount_predictions_loss: 0.8468 33/1253 [..............................] - ETA: 2:49 - loss: 427.1971 - logits_profile_predictions_loss: 421.5950 - logcount_predictions_loss: 0.8488 34/1253 [..............................] - ETA: 2:49 - loss: 427.2130 - logits_profile_predictions_loss: 421.5985 - logcount_predictions_loss: 0.8507 35/1253 [..............................] - ETA: 2:49 - loss: 427.1515 - logits_profile_predictions_loss: 421.5242 - logcount_predictions_loss: 0.8526 36/1253 [..............................] - ETA: 2:48 - loss: 427.0699 - logits_profile_predictions_loss: 421.4311 - logcount_predictions_loss: 0.8544 37/1253 [..............................] - ETA: 2:48 - loss: 426.9661 - logits_profile_predictions_loss: 421.3170 - logcount_predictions_loss: 0.8559 38/1253 [..............................] - ETA: 2:48 - loss: 426.8800 - logits_profile_predictions_loss: 421.2209 - logcount_predictions_loss: 0.8574 39/1253 [..............................] - ETA: 2:48 - loss: 426.8675 - logits_profile_predictions_loss: 421.1995 - logcount_predictions_loss: 0.8588 40/1253 [..............................] - ETA: 2:48 - loss: 426.9087 - logits_profile_predictions_loss: 421.2317 - logcount_predictions_loss: 0.8601 41/1253 [..............................] - ETA: 2:48 - loss: 426.9493 - logits_profile_predictions_loss: 421.2641 - logcount_predictions_loss: 0.8614 42/1253 [>.............................] - ETA: 2:48 - loss: 427.0059 - logits_profile_predictions_loss: 421.3122 - logcount_predictions_loss: 0.8627 43/1253 [>.............................] - ETA: 2:48 - loss: 427.0293 - logits_profile_predictions_loss: 421.3285 - logcount_predictions_loss: 0.8637 44/1253 [>.............................] - ETA: 2:47 - loss: 427.0469 - logits_profile_predictions_loss: 421.3384 - logcount_predictions_loss: 0.8649 45/1253 [>.............................] - ETA: 2:47 - loss: 427.0684 - logits_profile_predictions_loss: 421.3520 - logcount_predictions_loss: 0.8661 46/1253 [>.............................] - ETA: 2:47 - loss: 427.1334 - logits_profile_predictions_loss: 421.4095 - logcount_predictions_loss: 0.8673 47/1253 [>.............................] - ETA: 2:47 - loss: 427.1992 - logits_profile_predictions_loss: 421.4691 - logcount_predictions_loss: 0.8682 48/1253 [>.............................] - ETA: 2:47 - loss: 427.2808 - 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[>.............................] - ETA: 2:46 - loss: 427.9189 - logits_profile_predictions_loss: 422.1364 - logcount_predictions_loss: 0.8761 56/1253 [>.............................] - ETA: 2:46 - loss: 428.0429 - logits_profile_predictions_loss: 422.2543 - logcount_predictions_loss: 0.8771 57/1253 [>.............................] - ETA: 2:46 - loss: 428.1440 - logits_profile_predictions_loss: 422.3501 - logcount_predictions_loss: 0.8779 58/1253 [>.............................] - ETA: 2:45 - loss: 428.2367 - logits_profile_predictions_loss: 422.4378 - logcount_predictions_loss: 0.8786 59/1253 [>.............................] - ETA: 2:45 - loss: 428.3199 - logits_profile_predictions_loss: 422.5157 - logcount_predictions_loss: 0.8794 60/1253 [>.............................] - ETA: 2:45 - loss: 428.4062 - logits_profile_predictions_loss: 422.5962 - logcount_predictions_loss: 0.8803 61/1253 [>.............................] - ETA: 2:45 - loss: 428.5178 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 424.2436 - logcount_predictions_loss: 0.8959 82/1253 [>.............................] - ETA: 2:42 - loss: 430.2607 - logits_profile_predictions_loss: 424.3443 - logcount_predictions_loss: 0.8964 83/1253 [>.............................] - ETA: 2:42 - loss: 430.3498 - logits_profile_predictions_loss: 424.4303 - logcount_predictions_loss: 0.8969 84/1253 [=>............................] - ETA: 2:42 - loss: 430.4326 - logits_profile_predictions_loss: 424.5102 - logcount_predictions_loss: 0.8973 85/1253 [=>............................] - ETA: 2:42 - loss: 430.5176 - logits_profile_predictions_loss: 424.5922 - logcount_predictions_loss: 0.8978 86/1253 [=>............................] - ETA: 2:42 - loss: 430.5798 - logits_profile_predictions_loss: 424.6520 - logcount_predictions_loss: 0.8982 87/1253 [=>............................] - ETA: 2:41 - loss: 430.6370 - logits_profile_predictions_loss: 424.7066 - logcount_predictions_loss: 0.8985 88/1253 [=>............................] - ETA: 2:41 - loss: 430.6986 - logits_profile_predictions_loss: 424.7658 - logcount_predictions_loss: 0.8989 89/1253 [=>............................] - ETA: 2:41 - loss: 430.7532 - logits_profile_predictions_loss: 424.8181 - logcount_predictions_loss: 0.8992 90/1253 [=>............................] - ETA: 2:41 - loss: 430.8016 - logits_profile_predictions_loss: 424.8642 - logcount_predictions_loss: 0.8996 91/1253 [=>............................] - ETA: 2:41 - loss: 430.8516 - logits_profile_predictions_loss: 424.9120 - logcount_predictions_loss: 0.8999 92/1253 [=>............................] - ETA: 2:41 - loss: 430.9053 - logits_profile_predictions_loss: 424.9637 - logcount_predictions_loss: 0.9002 93/1253 [=>............................] - ETA: 2:41 - loss: 430.9643 - logits_profile_predictions_loss: 425.0210 - logcount_predictions_loss: 0.9005 94/1253 [=>............................] - ETA: 2:40 - loss: 431.0170 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 2:35 - loss: 431.6002 - logits_profile_predictions_loss: 425.5872 - logcount_predictions_loss: 0.9111 135/1253 [==>...........................] - ETA: 2:35 - loss: 431.5980 - logits_profile_predictions_loss: 425.5839 - logcount_predictions_loss: 0.9112 136/1253 [==>...........................] - ETA: 2:35 - loss: 431.5966 - logits_profile_predictions_loss: 425.5814 - logcount_predictions_loss: 0.9114 137/1253 [==>...........................] - ETA: 2:34 - loss: 431.5887 - logits_profile_predictions_loss: 425.5726 - logcount_predictions_loss: 0.9116 138/1253 [==>...........................] - ETA: 2:34 - loss: 431.5807 - logits_profile_predictions_loss: 425.5635 - logcount_predictions_loss: 0.9117 139/1253 [==>...........................] - ETA: 2:34 - loss: 431.5692 - logits_profile_predictions_loss: 425.5510 - logcount_predictions_loss: 0.9119 140/1253 [==>...........................] - ETA: 2:34 - loss: 431.5576 - 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[==>...........................] - ETA: 2:33 - loss: 431.5711 - logits_profile_predictions_loss: 425.5445 - logcount_predictions_loss: 0.9131 148/1253 [==>...........................] - ETA: 2:33 - loss: 431.5713 - logits_profile_predictions_loss: 425.5437 - logcount_predictions_loss: 0.9133 149/1253 [==>...........................] - ETA: 2:33 - loss: 431.5721 - logits_profile_predictions_loss: 425.5437 - logcount_predictions_loss: 0.9134 150/1253 [==>...........................] - ETA: 2:33 - loss: 431.5742 - logits_profile_predictions_loss: 425.5452 - logcount_predictions_loss: 0.9135 151/1253 [==>...........................] - ETA: 2:33 - loss: 431.5758 - logits_profile_predictions_loss: 425.5460 - logcount_predictions_loss: 0.9136 152/1253 [==>...........................] - ETA: 2:32 - loss: 431.5740 - logits_profile_predictions_loss: 425.5436 - logcount_predictions_loss: 0.9137 153/1253 [==>...........................] - ETA: 2:32 - loss: 431.5755 - logits_profile_predictions_loss: 425.5445 - logcount_predictions_loss: 0.9138 154/1253 [==>...........................] - ETA: 2:32 - loss: 431.5752 - logits_profile_predictions_loss: 425.5436 - logcount_predictions_loss: 0.9139 155/1253 [==>...........................] - ETA: 2:32 - loss: 431.5763 - logits_profile_predictions_loss: 425.5440 - logcount_predictions_loss: 0.9140 156/1253 [==>...........................] - ETA: 2:32 - loss: 431.5776 - logits_profile_predictions_loss: 425.5447 - logcount_predictions_loss: 0.9141 157/1253 [==>...........................] - ETA: 2:32 - loss: 431.5833 - logits_profile_predictions_loss: 425.5498 - logcount_predictions_loss: 0.9142 158/1253 [==>...........................] - ETA: 2:32 - loss: 431.5904 - logits_profile_predictions_loss: 425.5563 - logcount_predictions_loss: 0.9143 159/1253 [==>...........................] - ETA: 2:31 - loss: 431.5961 - logits_profile_predictions_loss: 425.5615 - logcount_predictions_loss: 0.9144 160/1253 [==>...........................] - ETA: 2:31 - loss: 431.5979 - logits_profile_predictions_loss: 425.5626 - logcount_predictions_loss: 0.9145 161/1253 [==>...........................] - ETA: 2:31 - loss: 431.6019 - logits_profile_predictions_loss: 425.5658 - logcount_predictions_loss: 0.9146 162/1253 [==>...........................] - ETA: 2:31 - loss: 431.6034 - logits_profile_predictions_loss: 425.5667 - logcount_predictions_loss: 0.9147 163/1253 [==>...........................] - ETA: 2:31 - loss: 431.6014 - logits_profile_predictions_loss: 425.5640 - logcount_predictions_loss: 0.9148 164/1253 [==>...........................] - ETA: 2:31 - loss: 431.6014 - logits_profile_predictions_loss: 425.5633 - logcount_predictions_loss: 0.9149 165/1253 [==>...........................] - ETA: 2:31 - loss: 431.6004 - logits_profile_predictions_loss: 425.5616 - logcount_predictions_loss: 0.9150 166/1253 [==>...........................] - ETA: 2:31 - loss: 431.5993 - 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[===>..........................] - ETA: 2:30 - loss: 431.6086 - logits_profile_predictions_loss: 425.5625 - logcount_predictions_loss: 0.9161 174/1253 [===>..........................] - ETA: 2:29 - loss: 431.6097 - logits_profile_predictions_loss: 425.5626 - logcount_predictions_loss: 0.9162 175/1253 [===>..........................] - ETA: 2:29 - loss: 431.6083 - logits_profile_predictions_loss: 425.5602 - logcount_predictions_loss: 0.9164 176/1253 [===>..........................] - ETA: 2:29 - loss: 431.6065 - logits_profile_predictions_loss: 425.5574 - logcount_predictions_loss: 0.9165 177/1253 [===>..........................] - ETA: 2:29 - loss: 431.6067 - logits_profile_predictions_loss: 425.5565 - logcount_predictions_loss: 0.9167 178/1253 [===>..........................] - ETA: 2:29 - loss: 431.6046 - logits_profile_predictions_loss: 425.5534 - logcount_predictions_loss: 0.9169 179/1253 [===>..........................] - ETA: 2:29 - loss: 431.6010 - logits_profile_predictions_loss: 425.5488 - logcount_predictions_loss: 0.9170 180/1253 [===>..........................] - ETA: 2:29 - loss: 431.5980 - logits_profile_predictions_loss: 425.5450 - logcount_predictions_loss: 0.9171 181/1253 [===>..........................] - ETA: 2:28 - loss: 431.5943 - logits_profile_predictions_loss: 425.5404 - logcount_predictions_loss: 0.9173 182/1253 [===>..........................] - ETA: 2:28 - loss: 431.5903 - logits_profile_predictions_loss: 425.5353 - logcount_predictions_loss: 0.9174 183/1253 [===>..........................] - ETA: 2:28 - loss: 431.5840 - logits_profile_predictions_loss: 425.5278 - logcount_predictions_loss: 0.9176 184/1253 [===>..........................] - ETA: 2:28 - loss: 431.5760 - logits_profile_predictions_loss: 425.5187 - logcount_predictions_loss: 0.9178 185/1253 [===>..........................] - ETA: 2:28 - loss: 431.5686 - logits_profile_predictions_loss: 425.5102 - logcount_predictions_loss: 0.9180 186/1253 [===>..........................] - ETA: 2:28 - loss: 431.5589 - logits_profile_predictions_loss: 425.4994 - logcount_predictions_loss: 0.9181 187/1253 [===>..........................] - ETA: 2:28 - loss: 431.5474 - logits_profile_predictions_loss: 425.4868 - logcount_predictions_loss: 0.9183 188/1253 [===>..........................] - ETA: 2:27 - loss: 431.5356 - logits_profile_predictions_loss: 425.4740 - logcount_predictions_loss: 0.9184 189/1253 [===>..........................] - ETA: 2:27 - loss: 431.5209 - logits_profile_predictions_loss: 425.4583 - logcount_predictions_loss: 0.9186 190/1253 [===>..........................] - ETA: 2:27 - loss: 431.5062 - logits_profile_predictions_loss: 425.4426 - logcount_predictions_loss: 0.9187 191/1253 [===>..........................] - ETA: 2:27 - loss: 431.4920 - logits_profile_predictions_loss: 425.4274 - logcount_predictions_loss: 0.9189 192/1253 [===>..........................] - ETA: 2:27 - loss: 431.4778 - 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[===>..........................] - ETA: 2:26 - loss: 431.3722 - logits_profile_predictions_loss: 425.2988 - logcount_predictions_loss: 0.9202 200/1253 [===>..........................] - ETA: 2:26 - loss: 431.3579 - logits_profile_predictions_loss: 425.2833 - logcount_predictions_loss: 0.9204 201/1253 [===>..........................] - ETA: 2:26 - loss: 431.3425 - logits_profile_predictions_loss: 425.2667 - logcount_predictions_loss: 0.9206 202/1253 [===>..........................] - ETA: 2:26 - loss: 431.3276 - logits_profile_predictions_loss: 425.2507 - logcount_predictions_loss: 0.9208 203/1253 [===>..........................] - ETA: 2:25 - loss: 431.3125 - logits_profile_predictions_loss: 425.2344 - logcount_predictions_loss: 0.9209 204/1253 [===>..........................] - ETA: 2:25 - loss: 431.2968 - logits_profile_predictions_loss: 425.2175 - logcount_predictions_loss: 0.9211 205/1253 [===>..........................] - ETA: 2:25 - loss: 431.2804 - 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[====>.........................] - ETA: 2:24 - loss: 431.1494 - logits_profile_predictions_loss: 425.0622 - logcount_predictions_loss: 0.9223 213/1253 [====>.........................] - ETA: 2:24 - loss: 431.1325 - logits_profile_predictions_loss: 425.0444 - logcount_predictions_loss: 0.9225 214/1253 [====>.........................] - ETA: 2:24 - loss: 431.1161 - logits_profile_predictions_loss: 425.0271 - logcount_predictions_loss: 0.9226 215/1253 [====>.........................] - ETA: 2:24 - loss: 431.0998 - logits_profile_predictions_loss: 425.0100 - logcount_predictions_loss: 0.9227 216/1253 [====>.........................] - ETA: 2:24 - loss: 431.0852 - logits_profile_predictions_loss: 424.9945 - logcount_predictions_loss: 0.9228 217/1253 [====>.........................] - ETA: 2:23 - loss: 431.0692 - logits_profile_predictions_loss: 424.9777 - logcount_predictions_loss: 0.9230 218/1253 [====>.........................] - ETA: 2:23 - loss: 431.0520 - logits_profile_predictions_loss: 424.9596 - logcount_predictions_loss: 0.9231 219/1253 [====>.........................] - ETA: 2:23 - loss: 431.0347 - logits_profile_predictions_loss: 424.9414 - logcount_predictions_loss: 0.9232 220/1253 [====>.........................] - ETA: 2:23 - loss: 431.0187 - logits_profile_predictions_loss: 424.9245 - logcount_predictions_loss: 0.9234 221/1253 [====>.........................] - ETA: 2:23 - loss: 431.0033 - logits_profile_predictions_loss: 424.9083 - logcount_predictions_loss: 0.9235 222/1253 [====>.........................] - ETA: 2:23 - loss: 430.9904 - logits_profile_predictions_loss: 424.8946 - logcount_predictions_loss: 0.9236 223/1253 [====>.........................] - ETA: 2:23 - loss: 430.9773 - logits_profile_predictions_loss: 424.8805 - logcount_predictions_loss: 0.9238 224/1253 [====>.........................] - ETA: 2:22 - loss: 430.9648 - logits_profile_predictions_loss: 424.8672 - logcount_predictions_loss: 0.9239 225/1253 [====>.........................] - ETA: 2:22 - loss: 430.9512 - logits_profile_predictions_loss: 424.8528 - logcount_predictions_loss: 0.9240 226/1253 [====>.........................] - ETA: 2:22 - loss: 430.9401 - logits_profile_predictions_loss: 424.8409 - logcount_predictions_loss: 0.9241 227/1253 [====>.........................] - ETA: 2:22 - loss: 430.9293 - logits_profile_predictions_loss: 424.8292 - logcount_predictions_loss: 0.9243 228/1253 [====>.........................] - ETA: 2:22 - loss: 430.9187 - logits_profile_predictions_loss: 424.8179 - logcount_predictions_loss: 0.9244 229/1253 [====>.........................] - ETA: 2:22 - loss: 430.9076 - logits_profile_predictions_loss: 424.8059 - logcount_predictions_loss: 0.9245 230/1253 [====>.........................] - ETA: 2:22 - loss: 430.8966 - logits_profile_predictions_loss: 424.7940 - logcount_predictions_loss: 0.9246 231/1253 [====>.........................] - ETA: 2:21 - loss: 430.8845 - logits_profile_predictions_loss: 424.7811 - logcount_predictions_loss: 0.9248 232/1253 [====>.........................] - ETA: 2:21 - loss: 430.8730 - logits_profile_predictions_loss: 424.7688 - logcount_predictions_loss: 0.9249 233/1253 [====>.........................] - ETA: 2:21 - loss: 430.8614 - logits_profile_predictions_loss: 424.7563 - logcount_predictions_loss: 0.9250 234/1253 [====>.........................] - ETA: 2:21 - loss: 430.8498 - logits_profile_predictions_loss: 424.7439 - logcount_predictions_loss: 0.9251 235/1253 [====>.........................] - ETA: 2:21 - loss: 430.8380 - logits_profile_predictions_loss: 424.7312 - logcount_predictions_loss: 0.9253 236/1253 [====>.........................] - ETA: 2:21 - loss: 430.8261 - logits_profile_predictions_loss: 424.7185 - logcount_predictions_loss: 0.9254 237/1253 [====>.........................] - ETA: 2:21 - loss: 430.8147 - logits_profile_predictions_loss: 424.7064 - logcount_predictions_loss: 0.9255 238/1253 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[============================>.] - ETA: 1s - loss: 429.7037 - logits_profile_predictions_loss: 423.4440 - logcount_predictions_loss: 0.9484 1245/1253 [============================>.] - ETA: 1s - loss: 429.7030 - logits_profile_predictions_loss: 423.4433 - logcount_predictions_loss: 0.9484 1246/1253 [============================>.] - ETA: 0s - loss: 429.7023 - logits_profile_predictions_loss: 423.4426 - logcount_predictions_loss: 0.9485 1247/1253 [============================>.] - ETA: 0s - loss: 429.7017 - logits_profile_predictions_loss: 423.4419 - logcount_predictions_loss: 0.9485 1248/1253 [============================>.] - ETA: 0s - loss: 429.7010 - logits_profile_predictions_loss: 423.4412 - logcount_predictions_loss: 0.9485 1249/1253 [============================>.] - ETA: 0s - loss: 429.7003 - logits_profile_predictions_loss: 423.4405 - logcount_predictions_loss: 0.9485 1250/1253 [============================>.] - ETA: 0s - loss: 429.6995 - logits_profile_predictions_loss: 423.4397 - logcount_predictions_loss: 0.9485 1251/1253 [============================>.] - ETA: 0s - loss: 429.6988 - logits_profile_predictions_loss: 423.4389 - logcount_predictions_loss: 0.9485 1252/1253 [============================>.] - ETA: 0s - loss: 429.6980 - logits_profile_predictions_loss: 423.4381 - logcount_predictions_loss: 0.9485 1253/1253 [==============================] - ETA: 0s - loss: 429.6973 - logits_profile_predictions_loss: 423.4374 - logcount_predictions_loss: 0.9485 1253/1253 [==============================] - 181s 145ms/step - loss: 429.6966 - logits_profile_predictions_loss: 423.4367 - logcount_predictions_loss: 0.9485 - val_loss: 429.6920 - val_logits_profile_predictions_loss: 423.9914 - val_logcount_predictions_loss: 0.8637 Epoch 00008: val_loss did not improve from 427.52942 Epoch 9/50 1/1253 [..............................] - ETA: 3:14 - loss: 418.8255 - logits_profile_predictions_loss: 415.3993 - logcount_predictions_loss: 0.5191 2/1253 [..............................] - ETA: 2:54 - loss: 438.5012 - logits_profile_predictions_loss: 434.5807 - logcount_predictions_loss: 0.5940 3/1253 [..............................] - ETA: 2:53 - loss: 439.3988 - logits_profile_predictions_loss: 435.1861 - logcount_predictions_loss: 0.6383 4/1253 [..............................] - ETA: 2:53 - loss: 437.1883 - logits_profile_predictions_loss: 432.5141 - logcount_predictions_loss: 0.7082 5/1253 [..............................] - ETA: 2:53 - loss: 433.6470 - logits_profile_predictions_loss: 428.7212 - logcount_predictions_loss: 0.7463 6/1253 [..............................] - ETA: 2:53 - loss: 429.5381 - logits_profile_predictions_loss: 424.4359 - logcount_predictions_loss: 0.7731 7/1253 [..............................] - ETA: 2:53 - loss: 425.0080 - logits_profile_predictions_loss: 419.7517 - logcount_predictions_loss: 0.7964 8/1253 [..............................] - ETA: 2:53 - loss: 422.8415 - logits_profile_predictions_loss: 417.4204 - logcount_predictions_loss: 0.8214 9/1253 [..............................] - ETA: 2:52 - loss: 422.2536 - logits_profile_predictions_loss: 416.6514 - logcount_predictions_loss: 0.8488 10/1253 [..............................] - ETA: 2:52 - loss: 421.0050 - logits_profile_predictions_loss: 415.2509 - logcount_predictions_loss: 0.8718 11/1253 [..............................] - ETA: 2:52 - loss: 419.5258 - logits_profile_predictions_loss: 413.6516 - logcount_predictions_loss: 0.8900 12/1253 [..............................] - ETA: 2:52 - loss: 417.6878 - logits_profile_predictions_loss: 411.7338 - logcount_predictions_loss: 0.9021 13/1253 [..............................] - ETA: 2:52 - loss: 415.9623 - logits_profile_predictions_loss: 409.9451 - logcount_predictions_loss: 0.9117 14/1253 [..............................] - ETA: 2:52 - loss: 414.1027 - logits_profile_predictions_loss: 408.0298 - logcount_predictions_loss: 0.9201 15/1253 [..............................] - ETA: 2:51 - loss: 412.7387 - logits_profile_predictions_loss: 406.6295 - logcount_predictions_loss: 0.9256 16/1253 [..............................] - ETA: 2:51 - loss: 411.4603 - logits_profile_predictions_loss: 405.3237 - logcount_predictions_loss: 0.9298 17/1253 [..............................] - ETA: 2:51 - loss: 410.5421 - logits_profile_predictions_loss: 404.3868 - logcount_predictions_loss: 0.9326 18/1253 [..............................] - ETA: 2:51 - loss: 409.7835 - logits_profile_predictions_loss: 403.6161 - logcount_predictions_loss: 0.9345 19/1253 [..............................] - ETA: 2:51 - loss: 409.1407 - logits_profile_predictions_loss: 402.9633 - logcount_predictions_loss: 0.9360 20/1253 [..............................] - ETA: 2:51 - loss: 408.6494 - logits_profile_predictions_loss: 402.4620 - logcount_predictions_loss: 0.9375 21/1253 [..............................] - ETA: 2:51 - loss: 408.3099 - logits_profile_predictions_loss: 402.1131 - logcount_predictions_loss: 0.9389 22/1253 [..............................] - ETA: 2:50 - loss: 407.9888 - logits_profile_predictions_loss: 401.7850 - logcount_predictions_loss: 0.9400 23/1253 [..............................] - ETA: 2:50 - loss: 407.6954 - logits_profile_predictions_loss: 401.4892 - logcount_predictions_loss: 0.9403 24/1253 [..............................] - ETA: 2:50 - loss: 407.7381 - logits_profile_predictions_loss: 401.5317 - logcount_predictions_loss: 0.9404 25/1253 [..............................] - ETA: 2:50 - loss: 407.8445 - logits_profile_predictions_loss: 401.6403 - logcount_predictions_loss: 0.9400 26/1253 [..............................] - ETA: 2:50 - loss: 407.9865 - logits_profile_predictions_loss: 401.7838 - logcount_predictions_loss: 0.9398 27/1253 [..............................] - ETA: 2:50 - loss: 408.2105 - logits_profile_predictions_loss: 402.0107 - logcount_predictions_loss: 0.9394 28/1253 [..............................] - ETA: 2:50 - loss: 408.5217 - logits_profile_predictions_loss: 402.3244 - logcount_predictions_loss: 0.9390 29/1253 [..............................] - ETA: 2:50 - loss: 408.7932 - logits_profile_predictions_loss: 402.5989 - logcount_predictions_loss: 0.9385 30/1253 [..............................] - ETA: 2:49 - loss: 409.0069 - logits_profile_predictions_loss: 402.8142 - logcount_predictions_loss: 0.9383 31/1253 [..............................] - ETA: 2:49 - loss: 409.1713 - logits_profile_predictions_loss: 402.9798 - logcount_predictions_loss: 0.9381 32/1253 [..............................] - ETA: 2:49 - loss: 409.2337 - logits_profile_predictions_loss: 403.0421 - logcount_predictions_loss: 0.9381 33/1253 [..............................] - ETA: 2:49 - loss: 409.2541 - logits_profile_predictions_loss: 403.0638 - logcount_predictions_loss: 0.9379 34/1253 [..............................] - ETA: 2:49 - loss: 409.2454 - logits_profile_predictions_loss: 403.0558 - logcount_predictions_loss: 0.9378 35/1253 [..............................] - ETA: 2:49 - loss: 409.2412 - logits_profile_predictions_loss: 403.0514 - logcount_predictions_loss: 0.9378 36/1253 [..............................] - ETA: 2:49 - loss: 409.1609 - logits_profile_predictions_loss: 402.9701 - logcount_predictions_loss: 0.9380 37/1253 [..............................] - ETA: 2:48 - loss: 409.0247 - logits_profile_predictions_loss: 402.8345 - logcount_predictions_loss: 0.9379 38/1253 [..............................] - ETA: 2:48 - loss: 408.8505 - logits_profile_predictions_loss: 402.6616 - logcount_predictions_loss: 0.9377 39/1253 [..............................] - ETA: 2:48 - loss: 408.7219 - logits_profile_predictions_loss: 402.5347 - logcount_predictions_loss: 0.9375 40/1253 [..............................] - ETA: 2:48 - loss: 408.6233 - logits_profile_predictions_loss: 402.4374 - logcount_predictions_loss: 0.9373 41/1253 [..............................] - ETA: 2:48 - loss: 408.6098 - logits_profile_predictions_loss: 402.4258 - logcount_predictions_loss: 0.9370 42/1253 [>.............................] - ETA: 2:48 - loss: 408.6104 - logits_profile_predictions_loss: 402.4281 - logcount_predictions_loss: 0.9367 43/1253 [>.............................] - ETA: 2:48 - loss: 408.6423 - logits_profile_predictions_loss: 402.4626 - logcount_predictions_loss: 0.9363 44/1253 [>.............................] - ETA: 2:47 - loss: 408.6573 - logits_profile_predictions_loss: 402.4812 - logcount_predictions_loss: 0.9358 45/1253 [>.............................] - ETA: 2:47 - loss: 408.6969 - logits_profile_predictions_loss: 402.5247 - logcount_predictions_loss: 0.9352 46/1253 [>.............................] - ETA: 2:47 - loss: 408.7096 - logits_profile_predictions_loss: 402.5416 - logcount_predictions_loss: 0.9346 47/1253 [>.............................] - ETA: 2:47 - loss: 408.7028 - logits_profile_predictions_loss: 402.5392 - logcount_predictions_loss: 0.9339 48/1253 [>.............................] - ETA: 2:47 - loss: 408.7049 - logits_profile_predictions_loss: 402.5464 - logcount_predictions_loss: 0.9331 49/1253 [>.............................] - ETA: 2:47 - loss: 408.7207 - logits_profile_predictions_loss: 402.5677 - logcount_predictions_loss: 0.9323 50/1253 [>.............................] - ETA: 2:47 - loss: 408.7472 - logits_profile_predictions_loss: 402.5989 - logcount_predictions_loss: 0.9316 51/1253 [>.............................] - ETA: 2:46 - loss: 408.7987 - logits_profile_predictions_loss: 402.6551 - logcount_predictions_loss: 0.9309 52/1253 [>.............................] - ETA: 2:46 - loss: 408.8430 - logits_profile_predictions_loss: 402.7031 - logcount_predictions_loss: 0.9303 53/1253 [>.............................] - ETA: 2:46 - loss: 408.9270 - logits_profile_predictions_loss: 402.7905 - logcount_predictions_loss: 0.9298 54/1253 [>.............................] - ETA: 2:46 - loss: 409.0236 - logits_profile_predictions_loss: 402.8906 - logcount_predictions_loss: 0.9293 55/1253 [>.............................] - ETA: 2:46 - loss: 409.1605 - logits_profile_predictions_loss: 403.0305 - logcount_predictions_loss: 0.9288 56/1253 [>.............................] - ETA: 2:46 - loss: 409.3005 - logits_profile_predictions_loss: 403.1738 - logcount_predictions_loss: 0.9283 57/1253 [>.............................] - ETA: 2:46 - loss: 409.4304 - logits_profile_predictions_loss: 403.3058 - logcount_predictions_loss: 0.9280 58/1253 [>.............................] - ETA: 2:45 - loss: 409.5743 - logits_profile_predictions_loss: 403.4516 - logcount_predictions_loss: 0.9277 59/1253 [>.............................] - ETA: 2:45 - loss: 409.7004 - logits_profile_predictions_loss: 403.5797 - logcount_predictions_loss: 0.9274 60/1253 [>.............................] - ETA: 2:45 - loss: 409.8420 - logits_profile_predictions_loss: 403.7238 - logcount_predictions_loss: 0.9270 61/1253 [>.............................] - ETA: 2:45 - loss: 409.9789 - logits_profile_predictions_loss: 403.8623 - logcount_predictions_loss: 0.9268 62/1253 [>.............................] - ETA: 2:45 - loss: 410.1277 - logits_profile_predictions_loss: 404.0124 - logcount_predictions_loss: 0.9266 63/1253 [>.............................] - ETA: 2:45 - loss: 410.3092 - logits_profile_predictions_loss: 404.1953 - logcount_predictions_loss: 0.9264 64/1253 [>.............................] - ETA: 2:45 - loss: 410.4580 - logits_profile_predictions_loss: 404.3455 - logcount_predictions_loss: 0.9261 65/1253 [>.............................] - ETA: 2:45 - loss: 410.5986 - logits_profile_predictions_loss: 404.4876 - logcount_predictions_loss: 0.9259 66/1253 [>.............................] - ETA: 2:44 - loss: 410.7203 - logits_profile_predictions_loss: 404.6111 - logcount_predictions_loss: 0.9257 67/1253 [>.............................] - ETA: 2:44 - loss: 410.8246 - logits_profile_predictions_loss: 404.7173 - logcount_predictions_loss: 0.9253 68/1253 [>.............................] - ETA: 2:44 - loss: 410.9278 - logits_profile_predictions_loss: 404.8219 - logcount_predictions_loss: 0.9251 69/1253 [>.............................] - ETA: 2:44 - loss: 411.0476 - logits_profile_predictions_loss: 404.9431 - logcount_predictions_loss: 0.9249 70/1253 [>.............................] - ETA: 2:44 - loss: 411.1632 - logits_profile_predictions_loss: 405.0600 - logcount_predictions_loss: 0.9247 71/1253 [>.............................] - ETA: 2:44 - loss: 411.2805 - logits_profile_predictions_loss: 405.1787 - logcount_predictions_loss: 0.9245 72/1253 [>.............................] - ETA: 2:44 - loss: 411.3818 - logits_profile_predictions_loss: 405.2814 - logcount_predictions_loss: 0.9243 73/1253 [>.............................] - ETA: 2:43 - loss: 411.4853 - logits_profile_predictions_loss: 405.3865 - logcount_predictions_loss: 0.9241 74/1253 [>.............................] - ETA: 2:43 - loss: 411.5620 - logits_profile_predictions_loss: 405.4650 - logcount_predictions_loss: 0.9238 75/1253 [>.............................] - ETA: 2:43 - loss: 411.6491 - logits_profile_predictions_loss: 405.5537 - logcount_predictions_loss: 0.9235 76/1253 [>.............................] - ETA: 2:43 - loss: 411.7131 - logits_profile_predictions_loss: 405.6195 - logcount_predictions_loss: 0.9233 77/1253 [>.............................] - ETA: 2:43 - loss: 411.7735 - logits_profile_predictions_loss: 405.6817 - logcount_predictions_loss: 0.9230 78/1253 [>.............................] - ETA: 2:43 - loss: 411.8308 - logits_profile_predictions_loss: 405.7408 - logcount_predictions_loss: 0.9227 79/1253 [>.............................] - ETA: 2:43 - loss: 411.8881 - logits_profile_predictions_loss: 405.7997 - logcount_predictions_loss: 0.9225 80/1253 [>.............................] - ETA: 2:42 - loss: 411.9453 - logits_profile_predictions_loss: 405.8590 - logcount_predictions_loss: 0.9222 81/1253 [>.............................] - ETA: 2:42 - loss: 411.9960 - logits_profile_predictions_loss: 405.9118 - logcount_predictions_loss: 0.9219 82/1253 [>.............................] - ETA: 2:42 - loss: 412.0493 - logits_profile_predictions_loss: 405.9672 - logcount_predictions_loss: 0.9215 83/1253 [>.............................] - ETA: 2:42 - loss: 412.0995 - logits_profile_predictions_loss: 406.0194 - logcount_predictions_loss: 0.9212 84/1253 [=>............................] - ETA: 2:42 - loss: 412.1686 - logits_profile_predictions_loss: 406.0901 - logcount_predictions_loss: 0.9210 85/1253 [=>............................] - ETA: 2:42 - loss: 412.2543 - logits_profile_predictions_loss: 406.1775 - logcount_predictions_loss: 0.9207 86/1253 [=>............................] - ETA: 2:42 - loss: 412.3401 - logits_profile_predictions_loss: 406.2649 - logcount_predictions_loss: 0.9205 87/1253 [=>............................] - ETA: 2:41 - loss: 412.4371 - logits_profile_predictions_loss: 406.3637 - logcount_predictions_loss: 0.9202 88/1253 [=>............................] - ETA: 2:41 - loss: 412.5374 - logits_profile_predictions_loss: 406.4656 - logcount_predictions_loss: 0.9200 89/1253 [=>............................] - ETA: 2:41 - loss: 412.6286 - logits_profile_predictions_loss: 406.5586 - logcount_predictions_loss: 0.9197 90/1253 [=>............................] - ETA: 2:41 - loss: 412.7067 - logits_profile_predictions_loss: 406.6388 - logcount_predictions_loss: 0.9194 91/1253 [=>............................] - ETA: 2:41 - loss: 412.7801 - logits_profile_predictions_loss: 406.7141 - logcount_predictions_loss: 0.9191 92/1253 [=>............................] - ETA: 2:41 - loss: 412.8623 - logits_profile_predictions_loss: 406.7983 - logcount_predictions_loss: 0.9188 93/1253 [=>............................] - ETA: 2:41 - loss: 412.9303 - logits_profile_predictions_loss: 406.8684 - logcount_predictions_loss: 0.9185 94/1253 [=>............................] - ETA: 2:41 - loss: 412.9860 - logits_profile_predictions_loss: 406.9263 - logcount_predictions_loss: 0.9182 95/1253 [=>............................] - ETA: 2:40 - loss: 413.0466 - logits_profile_predictions_loss: 406.9887 - logcount_predictions_loss: 0.9179 96/1253 [=>............................] - ETA: 2:40 - loss: 413.1124 - logits_profile_predictions_loss: 407.0564 - logcount_predictions_loss: 0.9176 97/1253 [=>............................] - ETA: 2:40 - loss: 413.1876 - logits_profile_predictions_loss: 407.1335 - logcount_predictions_loss: 0.9173 98/1253 [=>............................] - ETA: 2:40 - loss: 413.2591 - logits_profile_predictions_loss: 407.2069 - logcount_predictions_loss: 0.9170 99/1253 [=>............................] - ETA: 2:40 - loss: 413.3308 - logits_profile_predictions_loss: 407.2803 - logcount_predictions_loss: 0.9168 100/1253 [=>............................] - ETA: 2:40 - loss: 413.3987 - logits_profile_predictions_loss: 407.3499 - logcount_predictions_loss: 0.9165 101/1253 [=>............................] - ETA: 2:40 - loss: 413.4757 - logits_profile_predictions_loss: 407.4284 - logcount_predictions_loss: 0.9163 102/1253 [=>............................] - ETA: 2:39 - loss: 413.5416 - logits_profile_predictions_loss: 407.4957 - logcount_predictions_loss: 0.9161 103/1253 [=>............................] - ETA: 2:39 - loss: 413.6047 - logits_profile_predictions_loss: 407.5601 - logcount_predictions_loss: 0.9159 104/1253 [=>............................] - ETA: 2:39 - loss: 413.6789 - logits_profile_predictions_loss: 407.6356 - logcount_predictions_loss: 0.9157 105/1253 [=>............................] - ETA: 2:39 - loss: 413.7592 - logits_profile_predictions_loss: 407.7169 - logcount_predictions_loss: 0.9155 106/1253 [=>............................] - ETA: 2:39 - loss: 413.8313 - logits_profile_predictions_loss: 407.7901 - logcount_predictions_loss: 0.9153 107/1253 [=>............................] - ETA: 2:39 - loss: 413.8948 - logits_profile_predictions_loss: 407.8547 - logcount_predictions_loss: 0.9152 108/1253 [=>............................] - ETA: 2:39 - loss: 413.9680 - logits_profile_predictions_loss: 407.9287 - logcount_predictions_loss: 0.9150 109/1253 [=>............................] - ETA: 2:38 - loss: 414.0423 - logits_profile_predictions_loss: 408.0037 - logcount_predictions_loss: 0.9149 110/1253 [=>............................] - ETA: 2:38 - loss: 414.1155 - logits_profile_predictions_loss: 408.0776 - logcount_predictions_loss: 0.9148 111/1253 [=>............................] - ETA: 2:38 - loss: 414.1927 - logits_profile_predictions_loss: 408.1557 - logcount_predictions_loss: 0.9147 112/1253 [=>............................] - ETA: 2:38 - loss: 414.2640 - logits_profile_predictions_loss: 408.2276 - logcount_predictions_loss: 0.9146 113/1253 [=>............................] - ETA: 2:38 - loss: 414.3318 - logits_profile_predictions_loss: 408.2960 - logcount_predictions_loss: 0.9145 114/1253 [=>............................] - ETA: 2:38 - loss: 414.3929 - 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[=>............................] - ETA: 2:37 - loss: 414.8016 - logits_profile_predictions_loss: 408.7696 - logcount_predictions_loss: 0.9139 122/1253 [=>............................] - ETA: 2:37 - loss: 414.8534 - logits_profile_predictions_loss: 408.8219 - logcount_predictions_loss: 0.9139 123/1253 [=>............................] - ETA: 2:37 - loss: 414.9049 - logits_profile_predictions_loss: 408.8738 - logcount_predictions_loss: 0.9138 124/1253 [=>............................] - ETA: 2:36 - loss: 414.9501 - logits_profile_predictions_loss: 408.9192 - logcount_predictions_loss: 0.9138 125/1253 [=>............................] - ETA: 2:36 - loss: 414.9944 - logits_profile_predictions_loss: 408.9638 - logcount_predictions_loss: 0.9137 126/1253 [==>...........................] - ETA: 2:36 - loss: 415.0376 - logits_profile_predictions_loss: 409.0072 - logcount_predictions_loss: 0.9137 127/1253 [==>...........................] - ETA: 2:36 - loss: 415.0729 - 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logits_profile_predictions_loss: 409.9494 - logcount_predictions_loss: 0.9134 154/1253 [==>...........................] - ETA: 2:32 - loss: 416.0184 - logits_profile_predictions_loss: 409.9901 - logcount_predictions_loss: 0.9134 155/1253 [==>...........................] - ETA: 2:32 - loss: 416.0554 - logits_profile_predictions_loss: 410.0271 - logcount_predictions_loss: 0.9134 156/1253 [==>...........................] - ETA: 2:32 - loss: 416.0922 - logits_profile_predictions_loss: 410.0641 - logcount_predictions_loss: 0.9134 158/1253 [==>...........................] - ETA: 2:31 - loss: 416.1648 - logits_profile_predictions_loss: 410.1370 - logcount_predictions_loss: 0.9133 159/1253 [==>...........................] - ETA: 2:31 - loss: 416.2027 - logits_profile_predictions_loss: 410.1750 - logcount_predictions_loss: 0.9133 160/1253 [==>...........................] - ETA: 2:31 - loss: 416.2442 - logits_profile_predictions_loss: 410.2166 - logcount_predictions_loss: 0.9133 161/1253 [==>...........................] - ETA: 2:30 - loss: 416.2818 - logits_profile_predictions_loss: 410.2543 - logcount_predictions_loss: 0.9133 162/1253 [==>...........................] - ETA: 2:30 - loss: 416.3220 - logits_profile_predictions_loss: 410.2946 - logcount_predictions_loss: 0.9133 163/1253 [==>...........................] - ETA: 2:30 - loss: 416.3628 - logits_profile_predictions_loss: 410.3356 - logcount_predictions_loss: 0.9132 164/1253 [==>...........................] - ETA: 2:30 - loss: 416.3979 - logits_profile_predictions_loss: 410.3708 - logcount_predictions_loss: 0.9132 165/1253 [==>...........................] - ETA: 2:30 - loss: 416.4271 - logits_profile_predictions_loss: 410.4002 - logcount_predictions_loss: 0.9132 166/1253 [==>...........................] - ETA: 2:30 - loss: 416.4532 - logits_profile_predictions_loss: 410.4266 - logcount_predictions_loss: 0.9131 167/1253 [==>...........................] - ETA: 2:30 - loss: 416.4775 - 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[===>..........................] - ETA: 2:29 - loss: 416.6100 - logits_profile_predictions_loss: 410.5851 - logcount_predictions_loss: 0.9129 175/1253 [===>..........................] - ETA: 2:29 - loss: 416.6284 - logits_profile_predictions_loss: 410.6037 - logcount_predictions_loss: 0.9128 176/1253 [===>..........................] - ETA: 2:28 - loss: 416.6483 - logits_profile_predictions_loss: 410.6239 - logcount_predictions_loss: 0.9128 177/1253 [===>..........................] - ETA: 2:28 - loss: 416.6658 - logits_profile_predictions_loss: 410.6416 - logcount_predictions_loss: 0.9128 178/1253 [===>..........................] - ETA: 2:28 - loss: 416.6838 - logits_profile_predictions_loss: 410.6599 - logcount_predictions_loss: 0.9127 179/1253 [===>..........................] - ETA: 2:28 - loss: 416.7008 - logits_profile_predictions_loss: 410.6773 - logcount_predictions_loss: 0.9127 180/1253 [===>..........................] - ETA: 2:28 - loss: 416.7168 - 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[===>..........................] - ETA: 2:27 - loss: 416.8419 - logits_profile_predictions_loss: 410.8216 - logcount_predictions_loss: 0.9122 188/1253 [===>..........................] - ETA: 2:27 - loss: 416.8597 - logits_profile_predictions_loss: 410.8398 - logcount_predictions_loss: 0.9121 189/1253 [===>..........................] - ETA: 2:27 - loss: 416.8762 - logits_profile_predictions_loss: 410.8567 - logcount_predictions_loss: 0.9121 190/1253 [===>..........................] - ETA: 2:27 - loss: 416.8919 - logits_profile_predictions_loss: 410.8728 - logcount_predictions_loss: 0.9120 191/1253 [===>..........................] - ETA: 2:26 - loss: 416.9074 - logits_profile_predictions_loss: 410.8888 - logcount_predictions_loss: 0.9119 192/1253 [===>..........................] - ETA: 2:26 - loss: 416.9258 - logits_profile_predictions_loss: 410.9076 - logcount_predictions_loss: 0.9119 193/1253 [===>..........................] - ETA: 2:26 - loss: 416.9431 - 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[===>..........................] - ETA: 2:25 - loss: 417.0582 - logits_profile_predictions_loss: 411.0432 - logcount_predictions_loss: 0.9114 201/1253 [===>..........................] - ETA: 2:25 - loss: 417.0751 - logits_profile_predictions_loss: 411.0605 - logcount_predictions_loss: 0.9113 202/1253 [===>..........................] - ETA: 2:25 - loss: 417.0912 - logits_profile_predictions_loss: 411.0769 - logcount_predictions_loss: 0.9113 203/1253 [===>..........................] - ETA: 2:25 - loss: 417.1080 - logits_profile_predictions_loss: 411.0941 - logcount_predictions_loss: 0.9112 204/1253 [===>..........................] - ETA: 2:25 - loss: 417.1243 - logits_profile_predictions_loss: 411.1108 - logcount_predictions_loss: 0.9112 205/1253 [===>..........................] - ETA: 2:25 - loss: 417.1415 - logits_profile_predictions_loss: 411.1283 - logcount_predictions_loss: 0.9111 206/1253 [===>..........................] - ETA: 2:24 - loss: 417.1575 - 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[====>.........................] - ETA: 2:22 - loss: 417.3723 - logits_profile_predictions_loss: 411.3671 - logcount_predictions_loss: 0.9099 227/1253 [====>.........................] - ETA: 2:22 - loss: 417.3784 - logits_profile_predictions_loss: 411.3736 - logcount_predictions_loss: 0.9098 228/1253 [====>.........................] - ETA: 2:21 - loss: 417.3832 - logits_profile_predictions_loss: 411.3788 - logcount_predictions_loss: 0.9098 229/1253 [====>.........................] - ETA: 2:21 - loss: 417.3879 - logits_profile_predictions_loss: 411.3838 - logcount_predictions_loss: 0.9097 230/1253 [====>.........................] - ETA: 2:21 - loss: 417.3924 - logits_profile_predictions_loss: 411.3888 - logcount_predictions_loss: 0.9096 231/1253 [====>.........................] - ETA: 2:21 - loss: 417.3957 - logits_profile_predictions_loss: 411.3925 - logcount_predictions_loss: 0.9096 232/1253 [====>.........................] - ETA: 2:21 - loss: 417.3976 - 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[====>.........................] - ETA: 2:20 - loss: 417.3994 - logits_profile_predictions_loss: 411.3998 - logcount_predictions_loss: 0.9090 240/1253 [====>.........................] - ETA: 2:20 - loss: 417.4005 - logits_profile_predictions_loss: 411.4014 - logcount_predictions_loss: 0.9090 241/1253 [====>.........................] - ETA: 2:20 - loss: 417.4014 - logits_profile_predictions_loss: 411.4028 - logcount_predictions_loss: 0.9089 242/1253 [====>.........................] - ETA: 2:20 - loss: 417.4027 - logits_profile_predictions_loss: 411.4046 - logcount_predictions_loss: 0.9088 243/1253 [====>.........................] - ETA: 2:19 - loss: 417.4024 - logits_profile_predictions_loss: 411.4049 - logcount_predictions_loss: 0.9087 244/1253 [====>.........................] - ETA: 2:19 - loss: 417.4011 - logits_profile_predictions_loss: 411.4040 - logcount_predictions_loss: 0.9087 245/1253 [====>.........................] - ETA: 2:19 - loss: 417.4012 - 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415.1554 - logcount_predictions_loss: 0.9045 1251/1253 [============================>.] - ETA: 0s - loss: 421.1276 - logits_profile_predictions_loss: 415.1581 - logcount_predictions_loss: 0.9045 1252/1253 [============================>.] - ETA: 0s - loss: 421.1303 - logits_profile_predictions_loss: 415.1607 - logcount_predictions_loss: 0.9045 1253/1253 [==============================] - ETA: 0s - loss: 421.1330 - logits_profile_predictions_loss: 415.1634 - logcount_predictions_loss: 0.9045 1253/1253 [==============================] - 181s 145ms/step - loss: 421.1357 - logits_profile_predictions_loss: 415.1660 - logcount_predictions_loss: 0.9045 - val_loss: 423.2160 - val_logits_profile_predictions_loss: 417.5725 - val_logcount_predictions_loss: 0.8551 Epoch 00009: val_loss improved from 427.52942 to 423.21597, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4/chrombpnet.h5 Epoch 10/50 1/1253 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[=>............................] - ETA: 2:42 - loss: 422.1069 - logits_profile_predictions_loss: 416.3194 - logcount_predictions_loss: 0.8769 88/1253 [=>............................] - ETA: 2:41 - loss: 422.1385 - logits_profile_predictions_loss: 416.3490 - logcount_predictions_loss: 0.8772 89/1253 [=>............................] - ETA: 2:41 - loss: 422.1756 - logits_profile_predictions_loss: 416.3841 - logcount_predictions_loss: 0.8775 90/1253 [=>............................] - ETA: 2:41 - loss: 422.2226 - logits_profile_predictions_loss: 416.4291 - logcount_predictions_loss: 0.8778 91/1253 [=>............................] - ETA: 2:41 - loss: 422.2772 - logits_profile_predictions_loss: 416.4819 - logcount_predictions_loss: 0.8781 92/1253 [=>............................] - ETA: 2:41 - loss: 422.3387 - logits_profile_predictions_loss: 416.5413 - logcount_predictions_loss: 0.8784 93/1253 [=>............................] - ETA: 2:41 - loss: 422.3954 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 420.0694 - logits_profile_predictions_loss: 414.2830 - logcount_predictions_loss: 0.8767 1244/1253 [============================>.] - ETA: 1s - loss: 420.0704 - logits_profile_predictions_loss: 414.2840 - logcount_predictions_loss: 0.8767 1245/1253 [============================>.] - ETA: 1s - loss: 420.0713 - logits_profile_predictions_loss: 414.2850 - logcount_predictions_loss: 0.8767 1246/1253 [============================>.] - ETA: 0s - loss: 420.0723 - logits_profile_predictions_loss: 414.2860 - logcount_predictions_loss: 0.8767 1247/1253 [============================>.] - ETA: 0s - loss: 420.0732 - logits_profile_predictions_loss: 414.2870 - logcount_predictions_loss: 0.8767 1248/1253 [============================>.] - ETA: 0s - loss: 420.0742 - logits_profile_predictions_loss: 414.2880 - logcount_predictions_loss: 0.8767 1249/1253 [============================>.] - ETA: 0s - loss: 420.0752 - logits_profile_predictions_loss: 414.2890 - logcount_predictions_loss: 0.8767 1250/1253 [============================>.] - ETA: 0s - loss: 420.0763 - logits_profile_predictions_loss: 414.2901 - logcount_predictions_loss: 0.8767 1251/1253 [============================>.] - ETA: 0s - loss: 420.0773 - logits_profile_predictions_loss: 414.2911 - logcount_predictions_loss: 0.8767 1252/1253 [============================>.] - ETA: 0s - loss: 420.0784 - logits_profile_predictions_loss: 414.2922 - logcount_predictions_loss: 0.8767 1253/1253 [==============================] - ETA: 0s - loss: 420.0795 - logits_profile_predictions_loss: 414.2933 - logcount_predictions_loss: 0.8767 1253/1253 [==============================] - 181s 145ms/step - loss: 420.0805 - logits_profile_predictions_loss: 414.2944 - logcount_predictions_loss: 0.8767 - val_loss: 424.1377 - val_logits_profile_predictions_loss: 418.5521 - val_logcount_predictions_loss: 0.8463 Epoch 00010: val_loss did not improve from 423.21597 Epoch 11/50 1/1253 [..............................] - ETA: 3:14 - loss: 360.0621 - logits_profile_predictions_loss: 352.3033 - logcount_predictions_loss: 1.1756 2/1253 [..............................] - ETA: 3:00 - loss: 376.0068 - logits_profile_predictions_loss: 369.0782 - logcount_predictions_loss: 1.0498 3/1253 [..............................] - ETA: 2:57 - loss: 385.6952 - logits_profile_predictions_loss: 378.7887 - logcount_predictions_loss: 1.0464 4/1253 [..............................] - ETA: 2:56 - loss: 390.4044 - logits_profile_predictions_loss: 383.5845 - logcount_predictions_loss: 1.0333 5/1253 [..............................] - ETA: 2:55 - loss: 393.6473 - logits_profile_predictions_loss: 386.8344 - logcount_predictions_loss: 1.0323 6/1253 [..............................] - ETA: 2:54 - loss: 394.0969 - logits_profile_predictions_loss: 387.3491 - logcount_predictions_loss: 1.0224 7/1253 [..............................] - ETA: 2:54 - loss: 395.1235 - logits_profile_predictions_loss: 388.4346 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[..............................] - ETA: 2:51 - loss: 397.6260 - logits_profile_predictions_loss: 391.2234 - logcount_predictions_loss: 0.9701 22/1253 [..............................] - ETA: 2:51 - loss: 397.8239 - logits_profile_predictions_loss: 391.4300 - logcount_predictions_loss: 0.9688 23/1253 [..............................] - ETA: 2:51 - loss: 398.0622 - logits_profile_predictions_loss: 391.6794 - logcount_predictions_loss: 0.9671 24/1253 [..............................] - ETA: 2:51 - loss: 398.1409 - logits_profile_predictions_loss: 391.7693 - logcount_predictions_loss: 0.9654 25/1253 [..............................] - ETA: 2:51 - loss: 398.2242 - logits_profile_predictions_loss: 391.8654 - logcount_predictions_loss: 0.9634 26/1253 [..............................] - ETA: 2:50 - loss: 398.2580 - logits_profile_predictions_loss: 391.9153 - logcount_predictions_loss: 0.9610 27/1253 [..............................] - ETA: 2:50 - loss: 398.2818 - logits_profile_predictions_loss: 391.9539 - logcount_predictions_loss: 0.9588 28/1253 [..............................] - ETA: 2:50 - loss: 398.3419 - logits_profile_predictions_loss: 392.0271 - logcount_predictions_loss: 0.9568 29/1253 [..............................] - ETA: 2:50 - loss: 398.3736 - logits_profile_predictions_loss: 392.0718 - logcount_predictions_loss: 0.9548 30/1253 [..............................] - ETA: 2:50 - loss: 398.4314 - logits_profile_predictions_loss: 392.1437 - logcount_predictions_loss: 0.9527 31/1253 [..............................] - ETA: 2:50 - loss: 398.5154 - logits_profile_predictions_loss: 392.2416 - logcount_predictions_loss: 0.9506 32/1253 [..............................] - ETA: 2:50 - loss: 398.5133 - logits_profile_predictions_loss: 392.2523 - logcount_predictions_loss: 0.9486 33/1253 [..............................] - ETA: 2:49 - loss: 398.3942 - logits_profile_predictions_loss: 392.1459 - logcount_predictions_loss: 0.9467 34/1253 [..............................] - ETA: 2:49 - loss: 398.3306 - logits_profile_predictions_loss: 392.0953 - logcount_predictions_loss: 0.9447 35/1253 [..............................] - ETA: 2:49 - loss: 398.3057 - logits_profile_predictions_loss: 392.0839 - logcount_predictions_loss: 0.9427 36/1253 [..............................] - ETA: 2:49 - loss: 398.2444 - logits_profile_predictions_loss: 392.0360 - logcount_predictions_loss: 0.9407 37/1253 [..............................] - ETA: 2:49 - loss: 398.2238 - logits_profile_predictions_loss: 392.0286 - logcount_predictions_loss: 0.9387 38/1253 [..............................] - ETA: 2:49 - loss: 398.2927 - logits_profile_predictions_loss: 392.1108 - logcount_predictions_loss: 0.9367 39/1253 [..............................] - ETA: 2:48 - loss: 398.3412 - logits_profile_predictions_loss: 392.1731 - logcount_predictions_loss: 0.9346 40/1253 [..............................] - ETA: 2:48 - loss: 398.3841 - logits_profile_predictions_loss: 392.2298 - logcount_predictions_loss: 0.9325 41/1253 [..............................] - ETA: 2:48 - loss: 398.4768 - logits_profile_predictions_loss: 392.3353 - logcount_predictions_loss: 0.9305 42/1253 [>.............................] - ETA: 2:48 - loss: 398.6339 - logits_profile_predictions_loss: 392.5045 - logcount_predictions_loss: 0.9287 43/1253 [>.............................] - ETA: 2:48 - loss: 398.8131 - logits_profile_predictions_loss: 392.6961 - logcount_predictions_loss: 0.9268 44/1253 [>.............................] - ETA: 2:48 - loss: 398.9997 - logits_profile_predictions_loss: 392.8944 - logcount_predictions_loss: 0.9251 45/1253 [>.............................] - ETA: 2:48 - loss: 399.1733 - logits_profile_predictions_loss: 393.0789 - logcount_predictions_loss: 0.9234 46/1253 [>.............................] - ETA: 2:47 - loss: 399.3397 - logits_profile_predictions_loss: 393.2554 - logcount_predictions_loss: 0.9219 47/1253 [>.............................] - ETA: 2:47 - loss: 399.5082 - 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logits_profile_predictions_loss: 399.2896 - logcount_predictions_loss: 0.8904 81/1253 [>.............................] - ETA: 2:43 - loss: 405.2988 - logits_profile_predictions_loss: 399.4257 - logcount_predictions_loss: 0.8899 82/1253 [>.............................] - ETA: 2:42 - loss: 405.4224 - logits_profile_predictions_loss: 399.5526 - logcount_predictions_loss: 0.8894 83/1253 [>.............................] - ETA: 2:42 - loss: 405.5468 - logits_profile_predictions_loss: 399.6799 - logcount_predictions_loss: 0.8889 84/1253 [=>............................] - ETA: 2:42 - loss: 405.6610 - logits_profile_predictions_loss: 399.7972 - logcount_predictions_loss: 0.8884 85/1253 [=>............................] - ETA: 2:42 - loss: 405.7713 - logits_profile_predictions_loss: 399.9105 - logcount_predictions_loss: 0.8880 86/1253 [=>............................] - ETA: 2:42 - loss: 405.8750 - logits_profile_predictions_loss: 400.0171 - logcount_predictions_loss: 0.8876 87/1253 [=>............................] - ETA: 2:42 - loss: 405.9863 - logits_profile_predictions_loss: 400.1310 - logcount_predictions_loss: 0.8872 88/1253 [=>............................] - ETA: 2:42 - loss: 406.0972 - logits_profile_predictions_loss: 400.2442 - logcount_predictions_loss: 0.8868 89/1253 [=>............................] - ETA: 2:41 - loss: 406.2024 - logits_profile_predictions_loss: 400.3517 - logcount_predictions_loss: 0.8865 90/1253 [=>............................] - ETA: 2:41 - loss: 406.3145 - logits_profile_predictions_loss: 400.4659 - logcount_predictions_loss: 0.8861 91/1253 [=>............................] - ETA: 2:41 - loss: 406.4281 - logits_profile_predictions_loss: 400.5816 - logcount_predictions_loss: 0.8858 92/1253 [=>............................] - ETA: 2:41 - loss: 406.5297 - logits_profile_predictions_loss: 400.6852 - logcount_predictions_loss: 0.8855 93/1253 [=>............................] - ETA: 2:41 - loss: 406.6507 - logits_profile_predictions_loss: 400.8081 - logcount_predictions_loss: 0.8852 94/1253 [=>............................] - ETA: 2:41 - loss: 406.7613 - logits_profile_predictions_loss: 400.9208 - logcount_predictions_loss: 0.8849 95/1253 [=>............................] - ETA: 2:41 - loss: 406.8667 - logits_profile_predictions_loss: 401.0284 - logcount_predictions_loss: 0.8846 96/1253 [=>............................] - ETA: 2:40 - loss: 406.9725 - logits_profile_predictions_loss: 401.1364 - logcount_predictions_loss: 0.8843 97/1253 [=>............................] - ETA: 2:40 - loss: 407.0778 - logits_profile_predictions_loss: 401.2440 - logcount_predictions_loss: 0.8839 98/1253 [=>............................] - ETA: 2:40 - loss: 407.1994 - logits_profile_predictions_loss: 401.3678 - logcount_predictions_loss: 0.8836 99/1253 [=>............................] - ETA: 2:40 - loss: 407.3138 - logits_profile_predictions_loss: 401.4845 - logcount_predictions_loss: 0.8832 100/1253 [=>............................] - ETA: 2:40 - loss: 407.4200 - logits_profile_predictions_loss: 401.5927 - logcount_predictions_loss: 0.8829 101/1253 [=>............................] - ETA: 2:40 - loss: 407.5276 - logits_profile_predictions_loss: 401.7023 - logcount_predictions_loss: 0.8826 102/1253 [=>............................] - ETA: 2:40 - loss: 407.6340 - logits_profile_predictions_loss: 401.8107 - logcount_predictions_loss: 0.8823 103/1253 [=>............................] - ETA: 2:39 - loss: 407.7387 - logits_profile_predictions_loss: 401.9173 - logcount_predictions_loss: 0.8820 104/1253 [=>............................] - ETA: 2:39 - loss: 407.8415 - logits_profile_predictions_loss: 402.0218 - logcount_predictions_loss: 0.8818 105/1253 [=>............................] - ETA: 2:39 - loss: 407.9438 - logits_profile_predictions_loss: 402.1259 - logcount_predictions_loss: 0.8815 106/1253 [=>............................] - ETA: 2:39 - loss: 408.0435 - logits_profile_predictions_loss: 402.2273 - logcount_predictions_loss: 0.8812 107/1253 [=>............................] - ETA: 2:39 - loss: 408.1344 - logits_profile_predictions_loss: 402.3200 - logcount_predictions_loss: 0.8810 108/1253 [=>............................] - ETA: 2:39 - loss: 408.2220 - logits_profile_predictions_loss: 402.4092 - logcount_predictions_loss: 0.8807 109/1253 [=>............................] - ETA: 2:39 - loss: 408.3226 - logits_profile_predictions_loss: 402.5114 - logcount_predictions_loss: 0.8805 110/1253 [=>............................] - ETA: 2:38 - loss: 408.4246 - logits_profile_predictions_loss: 402.6149 - logcount_predictions_loss: 0.8802 111/1253 [=>............................] - ETA: 2:38 - loss: 408.5259 - logits_profile_predictions_loss: 402.7176 - logcount_predictions_loss: 0.8800 112/1253 [=>............................] - ETA: 2:38 - loss: 408.6314 - logits_profile_predictions_loss: 402.8243 - logcount_predictions_loss: 0.8798 113/1253 [=>............................] - ETA: 2:38 - loss: 408.7301 - logits_profile_predictions_loss: 402.9244 - logcount_predictions_loss: 0.8796 114/1253 [=>............................] - ETA: 2:38 - loss: 408.8304 - logits_profile_predictions_loss: 403.0259 - logcount_predictions_loss: 0.8795 115/1253 [=>............................] - ETA: 2:38 - loss: 408.9242 - logits_profile_predictions_loss: 403.1210 - logcount_predictions_loss: 0.8793 116/1253 [=>............................] - ETA: 2:38 - loss: 409.0123 - logits_profile_predictions_loss: 403.2102 - logcount_predictions_loss: 0.8791 117/1253 [=>............................] - ETA: 2:37 - loss: 409.1036 - logits_profile_predictions_loss: 403.3025 - logcount_predictions_loss: 0.8789 118/1253 [=>............................] - ETA: 2:37 - loss: 409.1937 - logits_profile_predictions_loss: 403.3937 - logcount_predictions_loss: 0.8788 119/1253 [=>............................] - ETA: 2:37 - loss: 409.2753 - logits_profile_predictions_loss: 403.4762 - logcount_predictions_loss: 0.8786 120/1253 [=>............................] - ETA: 2:37 - loss: 409.3629 - logits_profile_predictions_loss: 403.5647 - logcount_predictions_loss: 0.8785 121/1253 [=>............................] - ETA: 2:37 - loss: 409.4544 - logits_profile_predictions_loss: 403.6570 - logcount_predictions_loss: 0.8784 122/1253 [=>............................] - ETA: 2:37 - loss: 409.5421 - logits_profile_predictions_loss: 403.7455 - logcount_predictions_loss: 0.8783 123/1253 [=>............................] - ETA: 2:37 - loss: 409.6310 - logits_profile_predictions_loss: 403.8353 - logcount_predictions_loss: 0.8781 124/1253 [=>............................] - ETA: 2:36 - loss: 409.7195 - logits_profile_predictions_loss: 403.9246 - logcount_predictions_loss: 0.8780 125/1253 [=>............................] - ETA: 2:36 - loss: 409.8029 - logits_profile_predictions_loss: 404.0087 - logcount_predictions_loss: 0.8779 126/1253 [==>...........................] - ETA: 2:36 - loss: 409.8804 - logits_profile_predictions_loss: 404.0871 - logcount_predictions_loss: 0.8778 127/1253 [==>...........................] - ETA: 2:36 - loss: 409.9603 - logits_profile_predictions_loss: 404.1676 - logcount_predictions_loss: 0.8777 128/1253 [==>...........................] - ETA: 2:36 - loss: 410.0406 - logits_profile_predictions_loss: 404.2484 - logcount_predictions_loss: 0.8776 129/1253 [==>...........................] - ETA: 2:36 - loss: 410.1190 - logits_profile_predictions_loss: 404.3273 - logcount_predictions_loss: 0.8775 130/1253 [==>...........................] - ETA: 2:36 - loss: 410.1930 - logits_profile_predictions_loss: 404.4017 - logcount_predictions_loss: 0.8775 131/1253 [==>...........................] - ETA: 2:36 - loss: 410.2705 - logits_profile_predictions_loss: 404.4797 - logcount_predictions_loss: 0.8774 132/1253 [==>...........................] - ETA: 2:35 - loss: 410.3487 - logits_profile_predictions_loss: 404.5584 - logcount_predictions_loss: 0.8773 133/1253 [==>...........................] - ETA: 2:35 - loss: 410.4257 - logits_profile_predictions_loss: 404.6361 - logcount_predictions_loss: 0.8772 134/1253 [==>...........................] - ETA: 2:35 - loss: 410.5087 - logits_profile_predictions_loss: 404.7198 - logcount_predictions_loss: 0.8771 135/1253 [==>...........................] - ETA: 2:35 - loss: 410.5915 - logits_profile_predictions_loss: 404.8033 - logcount_predictions_loss: 0.8770 136/1253 [==>...........................] - ETA: 2:35 - loss: 410.6704 - logits_profile_predictions_loss: 404.8829 - logcount_predictions_loss: 0.8769 137/1253 [==>...........................] - ETA: 2:35 - loss: 410.7524 - logits_profile_predictions_loss: 404.9657 - logcount_predictions_loss: 0.8768 138/1253 [==>...........................] - ETA: 2:35 - loss: 410.8346 - logits_profile_predictions_loss: 405.0489 - logcount_predictions_loss: 0.8766 139/1253 [==>...........................] - ETA: 2:34 - loss: 410.9118 - 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logits_profile_predictions_loss: 405.9515 - logcount_predictions_loss: 0.8747 153/1253 [==>...........................] - ETA: 2:32 - loss: 411.7783 - logits_profile_predictions_loss: 406.0059 - logcount_predictions_loss: 0.8746 154/1253 [==>...........................] - ETA: 2:32 - loss: 411.8306 - logits_profile_predictions_loss: 406.0592 - logcount_predictions_loss: 0.8744 155/1253 [==>...........................] - ETA: 2:32 - loss: 411.8827 - logits_profile_predictions_loss: 406.1123 - logcount_predictions_loss: 0.8743 156/1253 [==>...........................] - ETA: 2:32 - loss: 411.9369 - logits_profile_predictions_loss: 406.1675 - logcount_predictions_loss: 0.8741 157/1253 [==>...........................] - ETA: 2:32 - loss: 411.9938 - logits_profile_predictions_loss: 406.2255 - logcount_predictions_loss: 0.8740 158/1253 [==>...........................] - ETA: 2:32 - loss: 412.0487 - logits_profile_predictions_loss: 406.2815 - logcount_predictions_loss: 0.8738 159/1253 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logits_profile_predictions_loss: 406.6518 - logcount_predictions_loss: 0.8727 166/1253 [==>...........................] - ETA: 2:31 - loss: 412.4608 - logits_profile_predictions_loss: 406.7020 - logcount_predictions_loss: 0.8725 167/1253 [==>...........................] - ETA: 2:30 - loss: 412.5091 - logits_profile_predictions_loss: 406.7512 - logcount_predictions_loss: 0.8724 168/1253 [===>..........................] - ETA: 2:30 - loss: 412.5557 - logits_profile_predictions_loss: 406.7987 - logcount_predictions_loss: 0.8723 169/1253 [===>..........................] - ETA: 2:30 - loss: 412.6011 - logits_profile_predictions_loss: 406.8450 - logcount_predictions_loss: 0.8721 170/1253 [===>..........................] - ETA: 2:30 - loss: 412.6480 - logits_profile_predictions_loss: 406.8927 - logcount_predictions_loss: 0.8720 171/1253 [===>..........................] - ETA: 2:30 - loss: 412.6928 - logits_profile_predictions_loss: 406.9383 - logcount_predictions_loss: 0.8719 172/1253 [===>..........................] - ETA: 2:30 - loss: 412.7335 - logits_profile_predictions_loss: 406.9799 - logcount_predictions_loss: 0.8717 173/1253 [===>..........................] - ETA: 2:30 - loss: 412.7720 - logits_profile_predictions_loss: 407.0192 - logcount_predictions_loss: 0.8716 174/1253 [===>..........................] - ETA: 2:30 - loss: 412.8084 - logits_profile_predictions_loss: 407.0563 - logcount_predictions_loss: 0.8715 175/1253 [===>..........................] - ETA: 2:29 - loss: 412.8472 - logits_profile_predictions_loss: 407.0958 - logcount_predictions_loss: 0.8714 176/1253 [===>..........................] - ETA: 2:29 - loss: 412.8879 - logits_profile_predictions_loss: 407.1372 - logcount_predictions_loss: 0.8713 177/1253 [===>..........................] - ETA: 2:29 - loss: 412.9263 - logits_profile_predictions_loss: 407.1761 - logcount_predictions_loss: 0.8712 178/1253 [===>..........................] - ETA: 2:29 - loss: 412.9609 - 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[===>..........................] - ETA: 2:28 - loss: 413.1661 - logits_profile_predictions_loss: 407.4207 - logcount_predictions_loss: 0.8705 186/1253 [===>..........................] - ETA: 2:28 - loss: 413.1962 - logits_profile_predictions_loss: 407.4514 - logcount_predictions_loss: 0.8704 187/1253 [===>..........................] - ETA: 2:28 - loss: 413.2236 - logits_profile_predictions_loss: 407.4794 - logcount_predictions_loss: 0.8703 188/1253 [===>..........................] - ETA: 2:28 - loss: 413.2500 - logits_profile_predictions_loss: 407.5064 - logcount_predictions_loss: 0.8702 189/1253 [===>..........................] - ETA: 2:27 - loss: 413.2740 - logits_profile_predictions_loss: 407.5310 - logcount_predictions_loss: 0.8701 190/1253 [===>..........................] - ETA: 2:27 - loss: 413.2968 - logits_profile_predictions_loss: 407.5544 - logcount_predictions_loss: 0.8700 191/1253 [===>..........................] - ETA: 2:27 - loss: 413.3189 - 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[===>..........................] - ETA: 2:25 - loss: 413.4790 - logits_profile_predictions_loss: 407.7405 - logcount_predictions_loss: 0.8695 200/1253 [===>..........................] - ETA: 2:25 - loss: 413.4980 - logits_profile_predictions_loss: 407.7599 - logcount_predictions_loss: 0.8694 201/1253 [===>..........................] - ETA: 2:25 - loss: 413.5163 - logits_profile_predictions_loss: 407.7784 - logcount_predictions_loss: 0.8694 202/1253 [===>..........................] - ETA: 2:25 - loss: 413.5362 - logits_profile_predictions_loss: 407.7985 - logcount_predictions_loss: 0.8693 203/1253 [===>..........................] - ETA: 2:25 - loss: 413.5550 - logits_profile_predictions_loss: 407.8176 - logcount_predictions_loss: 0.8693 204/1253 [===>..........................] - ETA: 2:25 - loss: 413.5736 - logits_profile_predictions_loss: 407.8362 - logcount_predictions_loss: 0.8693 205/1253 [===>..........................] - ETA: 2:25 - loss: 413.5907 - 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[====>.........................] - ETA: 2:24 - loss: 413.7055 - logits_profile_predictions_loss: 407.9683 - logcount_predictions_loss: 0.8693 213/1253 [====>.........................] - ETA: 2:23 - loss: 413.7208 - logits_profile_predictions_loss: 407.9836 - logcount_predictions_loss: 0.8693 214/1253 [====>.........................] - ETA: 2:23 - loss: 413.7337 - logits_profile_predictions_loss: 407.9966 - logcount_predictions_loss: 0.8692 215/1253 [====>.........................] - ETA: 2:23 - loss: 413.7471 - logits_profile_predictions_loss: 408.0100 - logcount_predictions_loss: 0.8692 216/1253 [====>.........................] - ETA: 2:23 - loss: 413.7609 - logits_profile_predictions_loss: 408.0239 - logcount_predictions_loss: 0.8692 217/1253 [====>.........................] - ETA: 2:23 - loss: 413.7765 - logits_profile_predictions_loss: 408.0395 - logcount_predictions_loss: 0.8692 218/1253 [====>.........................] - ETA: 2:23 - loss: 413.7911 - logits_profile_predictions_loss: 408.0541 - logcount_predictions_loss: 0.8692 219/1253 [====>.........................] - ETA: 2:23 - loss: 413.8061 - logits_profile_predictions_loss: 408.0691 - logcount_predictions_loss: 0.8692 220/1253 [====>.........................] - ETA: 2:22 - loss: 413.8202 - logits_profile_predictions_loss: 408.0832 - logcount_predictions_loss: 0.8692 221/1253 [====>.........................] - ETA: 2:22 - loss: 413.8324 - logits_profile_predictions_loss: 408.0955 - logcount_predictions_loss: 0.8692 222/1253 [====>.........................] - ETA: 2:22 - loss: 413.8439 - logits_profile_predictions_loss: 408.1071 - logcount_predictions_loss: 0.8692 223/1253 [====>.........................] - ETA: 2:22 - loss: 413.8533 - logits_profile_predictions_loss: 408.1165 - logcount_predictions_loss: 0.8692 224/1253 [====>.........................] - ETA: 2:22 - loss: 413.8623 - logits_profile_predictions_loss: 408.1256 - logcount_predictions_loss: 0.8692 225/1253 [====>.........................] - ETA: 2:22 - loss: 413.8703 - logits_profile_predictions_loss: 408.1337 - logcount_predictions_loss: 0.8692 226/1253 [====>.........................] - ETA: 2:22 - loss: 413.8782 - logits_profile_predictions_loss: 408.1418 - logcount_predictions_loss: 0.8691 227/1253 [====>.........................] - ETA: 2:22 - loss: 413.8851 - logits_profile_predictions_loss: 408.1487 - logcount_predictions_loss: 0.8691 228/1253 [====>.........................] - ETA: 2:21 - loss: 413.8924 - logits_profile_predictions_loss: 408.1562 - logcount_predictions_loss: 0.8691 229/1253 [====>.........................] - ETA: 2:21 - loss: 413.8988 - logits_profile_predictions_loss: 408.1626 - logcount_predictions_loss: 0.8691 230/1253 [====>.........................] - ETA: 2:21 - loss: 413.9044 - logits_profile_predictions_loss: 408.1683 - logcount_predictions_loss: 0.8691 231/1253 [====>.........................] - ETA: 2:21 - loss: 413.9106 - logits_profile_predictions_loss: 408.1747 - logcount_predictions_loss: 0.8691 232/1253 [====>.........................] - ETA: 2:21 - loss: 413.9148 - logits_profile_predictions_loss: 408.1789 - logcount_predictions_loss: 0.8691 233/1253 [====>.........................] - ETA: 2:21 - loss: 413.9185 - logits_profile_predictions_loss: 408.1828 - logcount_predictions_loss: 0.8690 234/1253 [====>.........................] - ETA: 2:21 - loss: 413.9217 - logits_profile_predictions_loss: 408.1861 - logcount_predictions_loss: 0.8690 235/1253 [====>.........................] - ETA: 2:21 - loss: 413.9252 - logits_profile_predictions_loss: 408.1896 - logcount_predictions_loss: 0.8690 236/1253 [====>.........................] - ETA: 2:20 - loss: 413.9286 - logits_profile_predictions_loss: 408.1930 - logcount_predictions_loss: 0.8690 237/1253 [====>.........................] - ETA: 2:20 - loss: 413.9325 - logits_profile_predictions_loss: 408.1970 - logcount_predictions_loss: 0.8690 238/1253 [====>.........................] - ETA: 2:20 - loss: 413.9360 - logits_profile_predictions_loss: 408.2005 - logcount_predictions_loss: 0.8690 239/1253 [====>.........................] - ETA: 2:20 - loss: 413.9399 - logits_profile_predictions_loss: 408.2045 - logcount_predictions_loss: 0.8690 240/1253 [====>.........................] - ETA: 2:20 - loss: 413.9435 - logits_profile_predictions_loss: 408.2081 - logcount_predictions_loss: 0.8690 241/1253 [====>.........................] - ETA: 2:20 - loss: 413.9477 - logits_profile_predictions_loss: 408.2124 - logcount_predictions_loss: 0.8690 242/1253 [====>.........................] - ETA: 2:20 - loss: 413.9531 - logits_profile_predictions_loss: 408.2179 - logcount_predictions_loss: 0.8690 243/1253 [====>.........................] - ETA: 2:19 - loss: 413.9595 - logits_profile_predictions_loss: 408.2243 - logcount_predictions_loss: 0.8690 244/1253 [====>.........................] - ETA: 2:19 - loss: 413.9675 - logits_profile_predictions_loss: 408.2324 - logcount_predictions_loss: 0.8689 245/1253 [====>.........................] - ETA: 2:19 - loss: 413.9740 - logits_profile_predictions_loss: 408.2389 - logcount_predictions_loss: 0.8689 246/1253 [====>.........................] - ETA: 2:19 - loss: 413.9814 - logits_profile_predictions_loss: 408.2464 - logcount_predictions_loss: 0.8689 247/1253 [====>.........................] - ETA: 2:19 - loss: 413.9880 - logits_profile_predictions_loss: 408.2530 - logcount_predictions_loss: 0.8689 248/1253 [====>.........................] - ETA: 2:19 - loss: 413.9945 - logits_profile_predictions_loss: 408.2595 - logcount_predictions_loss: 0.8689 249/1253 [====>.........................] - ETA: 2:19 - loss: 414.0010 - logits_profile_predictions_loss: 408.2660 - logcount_predictions_loss: 0.8689 250/1253 [====>.........................] - ETA: 2:18 - loss: 414.0087 - logits_profile_predictions_loss: 408.2737 - logcount_predictions_loss: 0.8689 251/1253 [=====>........................] - ETA: 2:18 - loss: 414.0183 - logits_profile_predictions_loss: 408.2833 - logcount_predictions_loss: 0.8689 252/1253 [=====>........................] - ETA: 2:18 - loss: 414.0264 - logits_profile_predictions_loss: 408.2915 - logcount_predictions_loss: 0.8689 253/1253 [=====>........................] - ETA: 2:18 - loss: 414.0349 - logits_profile_predictions_loss: 408.3000 - logcount_predictions_loss: 0.8689 254/1253 [=====>........................] - ETA: 2:18 - loss: 414.0425 - logits_profile_predictions_loss: 408.3076 - logcount_predictions_loss: 0.8689 255/1253 [=====>........................] - ETA: 2:18 - loss: 414.0501 - logits_profile_predictions_loss: 408.3152 - logcount_predictions_loss: 0.8689 256/1253 [=====>........................] - ETA: 2:18 - loss: 414.0590 - logits_profile_predictions_loss: 408.3242 - logcount_predictions_loss: 0.8689 257/1253 [=====>........................] - ETA: 2:17 - loss: 414.0665 - logits_profile_predictions_loss: 408.3317 - logcount_predictions_loss: 0.8689 258/1253 [=====>........................] - ETA: 2:17 - loss: 414.0745 - logits_profile_predictions_loss: 408.3398 - logcount_predictions_loss: 0.8689 259/1253 [=====>........................] - ETA: 2:17 - loss: 414.0812 - logits_profile_predictions_loss: 408.3466 - logcount_predictions_loss: 0.8689 260/1253 [=====>........................] - ETA: 2:17 - loss: 414.0875 - logits_profile_predictions_loss: 408.3530 - logcount_predictions_loss: 0.8689 261/1253 [=====>........................] - ETA: 2:17 - loss: 414.0942 - logits_profile_predictions_loss: 408.3597 - logcount_predictions_loss: 0.8688 262/1253 [=====>........................] - ETA: 2:17 - loss: 414.1019 - logits_profile_predictions_loss: 408.3676 - logcount_predictions_loss: 0.8688 263/1253 [=====>........................] - ETA: 2:17 - loss: 414.1093 - logits_profile_predictions_loss: 408.3751 - logcount_predictions_loss: 0.8688 264/1253 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[============================>.] - ETA: 1s - loss: 414.3131 - logits_profile_predictions_loss: 408.6790 - logcount_predictions_loss: 0.8536 1244/1253 [============================>.] - ETA: 1s - loss: 414.3153 - logits_profile_predictions_loss: 408.6813 - logcount_predictions_loss: 0.8536 1245/1253 [============================>.] - ETA: 1s - loss: 414.3175 - logits_profile_predictions_loss: 408.6835 - logcount_predictions_loss: 0.8536 1246/1253 [============================>.] - ETA: 0s - loss: 414.3197 - logits_profile_predictions_loss: 408.6858 - logcount_predictions_loss: 0.8536 1247/1253 [============================>.] - ETA: 0s - loss: 414.3219 - logits_profile_predictions_loss: 408.6880 - logcount_predictions_loss: 0.8536 1248/1253 [============================>.] - ETA: 0s - loss: 414.3241 - logits_profile_predictions_loss: 408.6902 - logcount_predictions_loss: 0.8536 1249/1253 [============================>.] - ETA: 0s - loss: 414.3262 - logits_profile_predictions_loss: 408.6924 - logcount_predictions_loss: 0.8536 1250/1253 [============================>.] - ETA: 0s - loss: 414.3283 - logits_profile_predictions_loss: 408.6946 - logcount_predictions_loss: 0.8536 1251/1253 [============================>.] - ETA: 0s - loss: 414.3305 - logits_profile_predictions_loss: 408.6968 - logcount_predictions_loss: 0.8536 1252/1253 [============================>.] - ETA: 0s - loss: 414.3327 - logits_profile_predictions_loss: 408.6990 - logcount_predictions_loss: 0.8536 1253/1253 [==============================] - ETA: 0s - loss: 414.3348 - logits_profile_predictions_loss: 408.7012 - logcount_predictions_loss: 0.8536 1253/1253 [==============================] - 181s 145ms/step - loss: 414.3369 - logits_profile_predictions_loss: 408.7033 - logcount_predictions_loss: 0.8536 - val_loss: 434.9481 - val_logits_profile_predictions_loss: 428.5081 - val_logcount_predictions_loss: 0.9757 Epoch 00011: val_loss did not improve from 423.21597 Epoch 12/50 1/1253 [..............................] - ETA: 3:14 - loss: 515.5243 - logits_profile_predictions_loss: 510.8381 - logcount_predictions_loss: 0.7100 2/1253 [..............................] - ETA: 2:57 - loss: 516.9514 - logits_profile_predictions_loss: 512.1209 - logcount_predictions_loss: 0.7319 3/1253 [..............................] - ETA: 2:55 - loss: 505.2874 - logits_profile_predictions_loss: 500.2943 - logcount_predictions_loss: 0.7565 4/1253 [..............................] - ETA: 2:54 - loss: 496.1659 - logits_profile_predictions_loss: 491.0188 - logcount_predictions_loss: 0.7799 5/1253 [..............................] - ETA: 2:54 - loss: 493.2274 - logits_profile_predictions_loss: 487.9932 - logcount_predictions_loss: 0.7931 6/1253 [..............................] - ETA: 2:53 - loss: 488.5320 - logits_profile_predictions_loss: 483.2621 - logcount_predictions_loss: 0.7985 7/1253 [..............................] - ETA: 2:53 - loss: 486.1568 - logits_profile_predictions_loss: 480.8731 - logcount_predictions_loss: 0.8006 8/1253 [..............................] - ETA: 2:53 - loss: 483.0245 - logits_profile_predictions_loss: 477.7468 - logcount_predictions_loss: 0.7997 9/1253 [..............................] - ETA: 2:53 - loss: 478.8638 - logits_profile_predictions_loss: 473.5982 - logcount_predictions_loss: 0.7978 10/1253 [..............................] - ETA: 2:52 - loss: 475.9656 - logits_profile_predictions_loss: 470.7163 - logcount_predictions_loss: 0.7954 11/1253 [..............................] - ETA: 2:52 - loss: 472.9463 - logits_profile_predictions_loss: 467.7168 - logcount_predictions_loss: 0.7923 12/1253 [..............................] - ETA: 2:52 - loss: 470.6989 - logits_profile_predictions_loss: 465.4866 - logcount_predictions_loss: 0.7897 13/1253 [..............................] - ETA: 2:52 - loss: 468.7405 - logits_profile_predictions_loss: 463.5403 - logcount_predictions_loss: 0.7879 14/1253 [..............................] - ETA: 2:52 - loss: 467.2193 - logits_profile_predictions_loss: 462.0300 - logcount_predictions_loss: 0.7863 15/1253 [..............................] - ETA: 2:52 - loss: 465.8772 - logits_profile_predictions_loss: 460.7009 - logcount_predictions_loss: 0.7843 16/1253 [..............................] - ETA: 2:51 - loss: 464.6141 - logits_profile_predictions_loss: 459.4506 - logcount_predictions_loss: 0.7823 17/1253 [..............................] - ETA: 2:51 - loss: 463.5065 - logits_profile_predictions_loss: 458.3553 - logcount_predictions_loss: 0.7805 18/1253 [..............................] - ETA: 2:51 - loss: 462.5888 - logits_profile_predictions_loss: 457.4451 - logcount_predictions_loss: 0.7793 19/1253 [..............................] - ETA: 2:51 - loss: 461.7011 - logits_profile_predictions_loss: 456.5671 - logcount_predictions_loss: 0.7779 20/1253 [..............................] - ETA: 2:51 - loss: 460.8426 - logits_profile_predictions_loss: 455.7187 - logcount_predictions_loss: 0.7764 21/1253 [..............................] - ETA: 2:51 - loss: 460.0093 - logits_profile_predictions_loss: 454.8916 - logcount_predictions_loss: 0.7754 22/1253 [..............................] - ETA: 2:51 - loss: 459.0154 - logits_profile_predictions_loss: 453.9066 - logcount_predictions_loss: 0.7741 23/1253 [..............................] - ETA: 2:50 - loss: 458.1339 - logits_profile_predictions_loss: 453.0333 - logcount_predictions_loss: 0.7728 24/1253 [..............................] - ETA: 2:50 - loss: 457.4621 - logits_profile_predictions_loss: 452.3665 - logcount_predictions_loss: 0.7720 25/1253 [..............................] - ETA: 2:50 - loss: 456.8198 - logits_profile_predictions_loss: 451.7303 - logcount_predictions_loss: 0.7711 26/1253 [..............................] - ETA: 2:50 - loss: 456.1250 - logits_profile_predictions_loss: 451.0437 - logcount_predictions_loss: 0.7699 27/1253 [..............................] - ETA: 2:50 - loss: 455.4299 - logits_profile_predictions_loss: 450.3565 - logcount_predictions_loss: 0.7687 28/1253 [..............................] - ETA: 2:50 - loss: 454.8149 - logits_profile_predictions_loss: 449.7483 - logcount_predictions_loss: 0.7677 29/1253 [..............................] - ETA: 2:50 - loss: 454.2583 - logits_profile_predictions_loss: 449.1990 - logcount_predictions_loss: 0.7666 30/1253 [..............................] - ETA: 2:49 - loss: 453.7032 - logits_profile_predictions_loss: 448.6508 - logcount_predictions_loss: 0.7655 31/1253 [..............................] - ETA: 2:49 - loss: 453.1684 - logits_profile_predictions_loss: 448.1199 - logcount_predictions_loss: 0.7649 32/1253 [..............................] - ETA: 2:49 - loss: 452.5811 - logits_profile_predictions_loss: 447.5351 - logcount_predictions_loss: 0.7645 33/1253 [..............................] - ETA: 2:49 - loss: 451.9995 - logits_profile_predictions_loss: 446.9561 - logcount_predictions_loss: 0.7642 34/1253 [..............................] - ETA: 2:49 - loss: 451.4996 - logits_profile_predictions_loss: 446.4578 - logcount_predictions_loss: 0.7639 35/1253 [..............................] - ETA: 2:49 - loss: 450.9974 - logits_profile_predictions_loss: 445.9559 - logcount_predictions_loss: 0.7639 36/1253 [..............................] - ETA: 2:49 - loss: 450.5345 - logits_profile_predictions_loss: 445.4945 - logcount_predictions_loss: 0.7636 37/1253 [..............................] - ETA: 2:48 - loss: 450.0414 - logits_profile_predictions_loss: 445.0032 - logcount_predictions_loss: 0.7634 38/1253 [..............................] - ETA: 2:48 - loss: 449.5475 - logits_profile_predictions_loss: 444.5119 - logcount_predictions_loss: 0.7630 39/1253 [..............................] - ETA: 2:48 - loss: 449.0690 - logits_profile_predictions_loss: 444.0352 - logcount_predictions_loss: 0.7627 40/1253 [..............................] - ETA: 2:48 - loss: 448.6144 - logits_profile_predictions_loss: 443.5820 - logcount_predictions_loss: 0.7625 41/1253 [..............................] - ETA: 2:48 - loss: 448.1188 - logits_profile_predictions_loss: 443.0880 - logcount_predictions_loss: 0.7622 42/1253 [>.............................] - ETA: 2:48 - loss: 447.6755 - logits_profile_predictions_loss: 442.6453 - logcount_predictions_loss: 0.7622 43/1253 [>.............................] - ETA: 2:48 - loss: 447.2132 - logits_profile_predictions_loss: 442.1834 - logcount_predictions_loss: 0.7621 44/1253 [>.............................] - ETA: 2:47 - loss: 446.7872 - logits_profile_predictions_loss: 441.7586 - logcount_predictions_loss: 0.7619 45/1253 [>.............................] - ETA: 2:47 - loss: 446.3506 - logits_profile_predictions_loss: 441.3220 - logcount_predictions_loss: 0.7619 46/1253 [>.............................] - ETA: 2:47 - loss: 445.9643 - logits_profile_predictions_loss: 440.9355 - logcount_predictions_loss: 0.7619 47/1253 [>.............................] - ETA: 2:47 - loss: 445.5672 - logits_profile_predictions_loss: 440.5374 - logcount_predictions_loss: 0.7621 48/1253 [>.............................] - ETA: 2:47 - loss: 445.1860 - logits_profile_predictions_loss: 440.1550 - logcount_predictions_loss: 0.7623 49/1253 [>.............................] - ETA: 2:47 - loss: 444.8341 - logits_profile_predictions_loss: 439.8016 - logcount_predictions_loss: 0.7625 50/1253 [>.............................] - ETA: 2:47 - loss: 444.4757 - logits_profile_predictions_loss: 439.4419 - logcount_predictions_loss: 0.7627 51/1253 [>.............................] - ETA: 2:46 - loss: 444.1117 - logits_profile_predictions_loss: 439.0764 - logcount_predictions_loss: 0.7629 52/1253 [>.............................] - ETA: 2:46 - loss: 443.7560 - logits_profile_predictions_loss: 438.7190 - logcount_predictions_loss: 0.7632 53/1253 [>.............................] - ETA: 2:46 - loss: 443.4320 - logits_profile_predictions_loss: 438.3930 - logcount_predictions_loss: 0.7635 54/1253 [>.............................] - ETA: 2:46 - loss: 443.1189 - logits_profile_predictions_loss: 438.0784 - logcount_predictions_loss: 0.7637 55/1253 [>.............................] - ETA: 2:46 - loss: 442.8227 - logits_profile_predictions_loss: 437.7813 - logcount_predictions_loss: 0.7639 56/1253 [>.............................] - ETA: 2:46 - loss: 442.5331 - logits_profile_predictions_loss: 437.4908 - logcount_predictions_loss: 0.7640 57/1253 [>.............................] - ETA: 2:46 - loss: 442.2434 - logits_profile_predictions_loss: 437.2005 - logcount_predictions_loss: 0.7641 58/1253 [>.............................] - ETA: 2:45 - loss: 441.9586 - logits_profile_predictions_loss: 436.9147 - logcount_predictions_loss: 0.7642 59/1253 [>.............................] - ETA: 2:45 - loss: 441.6893 - logits_profile_predictions_loss: 436.6444 - logcount_predictions_loss: 0.7644 60/1253 [>.............................] - ETA: 2:45 - loss: 441.4441 - logits_profile_predictions_loss: 436.3979 - logcount_predictions_loss: 0.7646 61/1253 [>.............................] - ETA: 2:45 - loss: 441.1805 - logits_profile_predictions_loss: 436.1334 - logcount_predictions_loss: 0.7647 62/1253 [>.............................] - ETA: 2:45 - loss: 440.9252 - logits_profile_predictions_loss: 435.8773 - logcount_predictions_loss: 0.7648 63/1253 [>.............................] - ETA: 2:45 - loss: 440.6688 - logits_profile_predictions_loss: 435.6203 - logcount_predictions_loss: 0.7649 64/1253 [>.............................] - ETA: 2:45 - loss: 440.4134 - logits_profile_predictions_loss: 435.3640 - logcount_predictions_loss: 0.7651 65/1253 [>.............................] - ETA: 2:44 - loss: 440.1568 - logits_profile_predictions_loss: 435.1067 - logcount_predictions_loss: 0.7652 66/1253 [>.............................] - ETA: 2:44 - loss: 439.9210 - logits_profile_predictions_loss: 434.8702 - logcount_predictions_loss: 0.7653 67/1253 [>.............................] - ETA: 2:44 - loss: 439.7215 - logits_profile_predictions_loss: 434.6702 - logcount_predictions_loss: 0.7654 68/1253 [>.............................] - ETA: 2:44 - loss: 439.5114 - logits_profile_predictions_loss: 434.4590 - logcount_predictions_loss: 0.7655 69/1253 [>.............................] - ETA: 2:44 - loss: 439.3112 - logits_profile_predictions_loss: 434.2573 - logcount_predictions_loss: 0.7657 70/1253 [>.............................] - ETA: 2:44 - loss: 439.1287 - logits_profile_predictions_loss: 434.0731 - logcount_predictions_loss: 0.7660 71/1253 [>.............................] - ETA: 2:44 - loss: 438.9363 - logits_profile_predictions_loss: 433.8789 - logcount_predictions_loss: 0.7663 72/1253 [>.............................] - ETA: 2:44 - loss: 438.7463 - logits_profile_predictions_loss: 433.6870 - logcount_predictions_loss: 0.7666 73/1253 [>.............................] - ETA: 2:43 - loss: 438.5454 - logits_profile_predictions_loss: 433.4841 - logcount_predictions_loss: 0.7669 74/1253 [>.............................] - ETA: 2:43 - loss: 438.3562 - logits_profile_predictions_loss: 433.2930 - logcount_predictions_loss: 0.7672 75/1253 [>.............................] - ETA: 2:43 - loss: 438.1837 - logits_profile_predictions_loss: 433.1184 - logcount_predictions_loss: 0.7675 76/1253 [>.............................] - ETA: 2:43 - loss: 438.0203 - logits_profile_predictions_loss: 432.9528 - logcount_predictions_loss: 0.7678 77/1253 [>.............................] - ETA: 2:43 - loss: 437.8545 - logits_profile_predictions_loss: 432.7850 - logcount_predictions_loss: 0.7681 78/1253 [>.............................] - ETA: 2:43 - loss: 437.6736 - logits_profile_predictions_loss: 432.6023 - logcount_predictions_loss: 0.7684 79/1253 [>.............................] - ETA: 2:43 - loss: 437.4852 - logits_profile_predictions_loss: 432.4121 - logcount_predictions_loss: 0.7687 80/1253 [>.............................] - ETA: 2:42 - loss: 437.3043 - logits_profile_predictions_loss: 432.2294 - logcount_predictions_loss: 0.7689 81/1253 [>.............................] - ETA: 2:42 - loss: 437.1055 - logits_profile_predictions_loss: 432.0286 - logcount_predictions_loss: 0.7692 82/1253 [>.............................] - ETA: 2:42 - loss: 436.8996 - logits_profile_predictions_loss: 431.8209 - logcount_predictions_loss: 0.7695 83/1253 [>.............................] - ETA: 2:42 - loss: 436.6990 - logits_profile_predictions_loss: 431.6181 - logcount_predictions_loss: 0.7698 84/1253 [=>............................] - ETA: 2:42 - loss: 436.4930 - logits_profile_predictions_loss: 431.4101 - logcount_predictions_loss: 0.7701 85/1253 [=>............................] - ETA: 2:42 - loss: 436.2872 - logits_profile_predictions_loss: 431.2022 - logcount_predictions_loss: 0.7705 86/1253 [=>............................] - ETA: 2:42 - loss: 436.0885 - logits_profile_predictions_loss: 431.0016 - logcount_predictions_loss: 0.7707 87/1253 [=>............................] - ETA: 2:41 - loss: 435.8806 - logits_profile_predictions_loss: 430.7916 - logcount_predictions_loss: 0.7711 88/1253 [=>............................] - ETA: 2:41 - loss: 435.6829 - logits_profile_predictions_loss: 430.5918 - logcount_predictions_loss: 0.7714 89/1253 [=>............................] - ETA: 2:41 - loss: 435.4888 - logits_profile_predictions_loss: 430.3956 - logcount_predictions_loss: 0.7717 90/1253 [=>............................] - ETA: 2:41 - loss: 435.2969 - logits_profile_predictions_loss: 430.2018 - logcount_predictions_loss: 0.7720 91/1253 [=>............................] - ETA: 2:41 - loss: 435.1051 - logits_profile_predictions_loss: 430.0083 - logcount_predictions_loss: 0.7723 92/1253 [=>............................] - ETA: 2:41 - loss: 434.9067 - logits_profile_predictions_loss: 429.8084 - logcount_predictions_loss: 0.7725 93/1253 [=>............................] - ETA: 2:41 - loss: 434.7073 - logits_profile_predictions_loss: 429.6077 - logcount_predictions_loss: 0.7727 94/1253 [=>............................] - ETA: 2:40 - loss: 434.5150 - logits_profile_predictions_loss: 429.4142 - logcount_predictions_loss: 0.7729 95/1253 [=>............................] - ETA: 2:40 - loss: 434.3397 - logits_profile_predictions_loss: 429.2377 - logcount_predictions_loss: 0.7730 96/1253 [=>............................] - ETA: 2:40 - loss: 434.1671 - logits_profile_predictions_loss: 429.0639 - logcount_predictions_loss: 0.7732 97/1253 [=>............................] - ETA: 2:40 - loss: 433.9906 - logits_profile_predictions_loss: 428.8863 - logcount_predictions_loss: 0.7734 98/1253 [=>............................] - ETA: 2:40 - loss: 433.8209 - logits_profile_predictions_loss: 428.7156 - logcount_predictions_loss: 0.7735 99/1253 [=>............................] - ETA: 2:40 - loss: 433.6552 - logits_profile_predictions_loss: 428.5492 - logcount_predictions_loss: 0.7737 100/1253 [=>............................] - ETA: 2:40 - loss: 433.4926 - logits_profile_predictions_loss: 428.3856 - logcount_predictions_loss: 0.7738 101/1253 [=>............................] - ETA: 2:39 - loss: 433.3398 - logits_profile_predictions_loss: 428.2316 - logcount_predictions_loss: 0.7740 102/1253 [=>............................] - ETA: 2:39 - loss: 433.1857 - logits_profile_predictions_loss: 428.0765 - logcount_predictions_loss: 0.7741 103/1253 [=>............................] - ETA: 2:39 - loss: 433.0364 - logits_profile_predictions_loss: 427.9258 - logcount_predictions_loss: 0.7743 104/1253 [=>............................] - ETA: 2:39 - loss: 432.8899 - logits_profile_predictions_loss: 427.7780 - logcount_predictions_loss: 0.7745 105/1253 [=>............................] - ETA: 2:39 - loss: 432.7381 - logits_profile_predictions_loss: 427.6248 - logcount_predictions_loss: 0.7748 106/1253 [=>............................] - ETA: 2:39 - loss: 432.5880 - logits_profile_predictions_loss: 427.4735 - logcount_predictions_loss: 0.7749 107/1253 [=>............................] - ETA: 2:39 - loss: 432.4460 - logits_profile_predictions_loss: 427.3302 - logcount_predictions_loss: 0.7751 108/1253 [=>............................] - ETA: 2:39 - loss: 432.2983 - logits_profile_predictions_loss: 427.1812 - logcount_predictions_loss: 0.7753 109/1253 [=>............................] - ETA: 2:38 - loss: 432.1570 - logits_profile_predictions_loss: 427.0386 - logcount_predictions_loss: 0.7755 110/1253 [=>............................] - ETA: 2:38 - loss: 432.0228 - logits_profile_predictions_loss: 426.9032 - logcount_predictions_loss: 0.7757 111/1253 [=>............................] - ETA: 2:38 - loss: 431.8831 - logits_profile_predictions_loss: 426.7622 - logcount_predictions_loss: 0.7759 112/1253 [=>............................] - ETA: 2:38 - loss: 431.7450 - logits_profile_predictions_loss: 426.6229 - logcount_predictions_loss: 0.7761 113/1253 [=>............................] - ETA: 2:38 - loss: 431.6110 - logits_profile_predictions_loss: 426.4875 - logcount_predictions_loss: 0.7763 114/1253 [=>............................] - ETA: 2:38 - loss: 431.4756 - logits_profile_predictions_loss: 426.3510 - logcount_predictions_loss: 0.7765 115/1253 [=>............................] - ETA: 2:38 - loss: 431.3440 - logits_profile_predictions_loss: 426.2181 - logcount_predictions_loss: 0.7767 116/1253 [=>............................] - ETA: 2:37 - loss: 431.2146 - logits_profile_predictions_loss: 426.0873 - logcount_predictions_loss: 0.7769 117/1253 [=>............................] - ETA: 2:37 - loss: 431.0830 - logits_profile_predictions_loss: 425.9542 - logcount_predictions_loss: 0.7771 118/1253 [=>............................] - ETA: 2:37 - loss: 430.9575 - logits_profile_predictions_loss: 425.8273 - logcount_predictions_loss: 0.7773 119/1253 [=>............................] - ETA: 2:37 - loss: 430.8322 - logits_profile_predictions_loss: 425.7005 - logcount_predictions_loss: 0.7775 120/1253 [=>............................] - ETA: 2:37 - loss: 430.7063 - logits_profile_predictions_loss: 425.5731 - logcount_predictions_loss: 0.7778 121/1253 [=>............................] - ETA: 2:37 - loss: 430.5747 - logits_profile_predictions_loss: 425.4398 - logcount_predictions_loss: 0.7780 122/1253 [=>............................] - ETA: 2:37 - loss: 430.4446 - logits_profile_predictions_loss: 425.3081 - logcount_predictions_loss: 0.7783 123/1253 [=>............................] - ETA: 2:36 - loss: 430.3151 - logits_profile_predictions_loss: 425.1771 - logcount_predictions_loss: 0.7785 124/1253 [=>............................] - ETA: 2:36 - loss: 430.1872 - logits_profile_predictions_loss: 425.0474 - logcount_predictions_loss: 0.7788 125/1253 [=>............................] - ETA: 2:36 - loss: 430.0569 - logits_profile_predictions_loss: 424.9153 - logcount_predictions_loss: 0.7790 126/1253 [==>...........................] - ETA: 2:36 - loss: 429.9272 - logits_profile_predictions_loss: 424.7837 - logcount_predictions_loss: 0.7793 127/1253 [==>...........................] - ETA: 2:36 - loss: 429.8003 - logits_profile_predictions_loss: 424.6548 - logcount_predictions_loss: 0.7796 128/1253 [==>...........................] - ETA: 2:36 - loss: 429.6732 - logits_profile_predictions_loss: 424.5259 - logcount_predictions_loss: 0.7799 129/1253 [==>...........................] - ETA: 2:36 - loss: 429.5470 - logits_profile_predictions_loss: 424.3978 - logcount_predictions_loss: 0.7802 130/1253 [==>...........................] - ETA: 2:35 - loss: 429.4237 - logits_profile_predictions_loss: 424.2727 - logcount_predictions_loss: 0.7805 131/1253 [==>...........................] - ETA: 2:35 - loss: 429.2957 - logits_profile_predictions_loss: 424.1429 - logcount_predictions_loss: 0.7807 132/1253 [==>...........................] - ETA: 2:35 - loss: 429.1659 - logits_profile_predictions_loss: 424.0114 - logcount_predictions_loss: 0.7810 133/1253 [==>...........................] - ETA: 2:35 - loss: 429.0398 - logits_profile_predictions_loss: 423.8835 - logcount_predictions_loss: 0.7813 134/1253 [==>...........................] - ETA: 2:35 - loss: 428.9123 - logits_profile_predictions_loss: 423.7544 - logcount_predictions_loss: 0.7815 135/1253 [==>...........................] - ETA: 2:35 - loss: 428.7846 - logits_profile_predictions_loss: 423.6252 - logcount_predictions_loss: 0.7817 136/1253 [==>...........................] - ETA: 2:35 - loss: 428.6578 - logits_profile_predictions_loss: 423.4969 - logcount_predictions_loss: 0.7820 137/1253 [==>...........................] - ETA: 2:35 - loss: 428.5328 - logits_profile_predictions_loss: 423.3705 - logcount_predictions_loss: 0.7822 138/1253 [==>...........................] - ETA: 2:34 - loss: 428.4124 - logits_profile_predictions_loss: 423.2487 - logcount_predictions_loss: 0.7824 139/1253 [==>...........................] - ETA: 2:34 - loss: 428.2916 - logits_profile_predictions_loss: 423.1266 - logcount_predictions_loss: 0.7826 140/1253 [==>...........................] - ETA: 2:34 - loss: 428.1745 - logits_profile_predictions_loss: 423.0082 - logcount_predictions_loss: 0.7828 141/1253 [==>...........................] - ETA: 2:34 - loss: 428.0596 - logits_profile_predictions_loss: 422.8920 - logcount_predictions_loss: 0.7830 142/1253 [==>...........................] - ETA: 2:34 - loss: 427.9404 - logits_profile_predictions_loss: 422.7716 - logcount_predictions_loss: 0.7832 143/1253 [==>...........................] - ETA: 2:34 - loss: 427.8226 - logits_profile_predictions_loss: 422.6524 - logcount_predictions_loss: 0.7834 144/1253 [==>...........................] - ETA: 2:34 - loss: 427.7020 - logits_profile_predictions_loss: 422.5305 - logcount_predictions_loss: 0.7836 145/1253 [==>...........................] - ETA: 2:33 - loss: 427.5852 - logits_profile_predictions_loss: 422.4125 - logcount_predictions_loss: 0.7838 146/1253 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[===>..........................] - ETA: 2:30 - loss: 424.8791 - logits_profile_predictions_loss: 419.6790 - logcount_predictions_loss: 0.7879 173/1253 [===>..........................] - ETA: 2:30 - loss: 424.8004 - logits_profile_predictions_loss: 419.5995 - logcount_predictions_loss: 0.7880 174/1253 [===>..........................] - ETA: 2:29 - loss: 424.7224 - logits_profile_predictions_loss: 419.5206 - logcount_predictions_loss: 0.7882 175/1253 [===>..........................] - ETA: 2:29 - loss: 424.6443 - logits_profile_predictions_loss: 419.4416 - logcount_predictions_loss: 0.7883 176/1253 [===>..........................] - ETA: 2:29 - loss: 424.5659 - logits_profile_predictions_loss: 419.3624 - logcount_predictions_loss: 0.7884 177/1253 [===>..........................] - ETA: 2:29 - loss: 424.4880 - logits_profile_predictions_loss: 419.2838 - logcount_predictions_loss: 0.7885 178/1253 [===>..........................] - ETA: 2:29 - loss: 424.4122 - 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[===>..........................] - ETA: 2:28 - loss: 423.9406 - logits_profile_predictions_loss: 418.7309 - logcount_predictions_loss: 0.7894 186/1253 [===>..........................] - ETA: 2:28 - loss: 423.8736 - logits_profile_predictions_loss: 418.6633 - logcount_predictions_loss: 0.7894 187/1253 [===>..........................] - ETA: 2:28 - loss: 423.8069 - logits_profile_predictions_loss: 418.5960 - logcount_predictions_loss: 0.7895 188/1253 [===>..........................] - ETA: 2:28 - loss: 423.7430 - logits_profile_predictions_loss: 418.5315 - logcount_predictions_loss: 0.7896 189/1253 [===>..........................] - ETA: 2:27 - loss: 423.6787 - logits_profile_predictions_loss: 418.4666 - logcount_predictions_loss: 0.7897 190/1253 [===>..........................] - ETA: 2:27 - loss: 423.6149 - logits_profile_predictions_loss: 418.4022 - logcount_predictions_loss: 0.7898 191/1253 [===>..........................] - ETA: 2:27 - loss: 423.5534 - logits_profile_predictions_loss: 418.3402 - logcount_predictions_loss: 0.7899 192/1253 [===>..........................] - ETA: 2:27 - loss: 423.4932 - logits_profile_predictions_loss: 418.2794 - logcount_predictions_loss: 0.7900 193/1253 [===>..........................] - ETA: 2:27 - loss: 423.4334 - logits_profile_predictions_loss: 418.2191 - logcount_predictions_loss: 0.7901 194/1253 [===>..........................] - ETA: 2:27 - loss: 423.3771 - logits_profile_predictions_loss: 418.1622 - logcount_predictions_loss: 0.7901 195/1253 [===>..........................] - ETA: 2:27 - loss: 423.3213 - logits_profile_predictions_loss: 418.1059 - logcount_predictions_loss: 0.7902 196/1253 [===>..........................] - ETA: 2:26 - loss: 423.2681 - logits_profile_predictions_loss: 418.0522 - logcount_predictions_loss: 0.7903 197/1253 [===>..........................] - ETA: 2:26 - loss: 423.2150 - logits_profile_predictions_loss: 417.9986 - logcount_predictions_loss: 0.7904 198/1253 [===>..........................] - ETA: 2:26 - loss: 423.1617 - logits_profile_predictions_loss: 417.9448 - logcount_predictions_loss: 0.7904 199/1253 [===>..........................] - ETA: 2:26 - loss: 423.1066 - logits_profile_predictions_loss: 417.8892 - logcount_predictions_loss: 0.7905 200/1253 [===>..........................] - ETA: 2:26 - loss: 423.0493 - logits_profile_predictions_loss: 417.8315 - logcount_predictions_loss: 0.7906 201/1253 [===>..........................] - ETA: 2:26 - loss: 422.9933 - logits_profile_predictions_loss: 417.7751 - logcount_predictions_loss: 0.7906 202/1253 [===>..........................] - ETA: 2:26 - loss: 422.9385 - logits_profile_predictions_loss: 417.7199 - logcount_predictions_loss: 0.7907 203/1253 [===>..........................] - ETA: 2:25 - loss: 422.8882 - logits_profile_predictions_loss: 417.6691 - logcount_predictions_loss: 0.7908 204/1253 [===>..........................] - ETA: 2:25 - loss: 422.8391 - 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[====>.........................] - ETA: 2:23 - loss: 421.8788 - logits_profile_predictions_loss: 416.6506 - logcount_predictions_loss: 0.7921 225/1253 [====>.........................] - ETA: 2:22 - loss: 421.8319 - logits_profile_predictions_loss: 416.6033 - logcount_predictions_loss: 0.7922 226/1253 [====>.........................] - ETA: 2:22 - loss: 421.7851 - logits_profile_predictions_loss: 416.5561 - logcount_predictions_loss: 0.7923 227/1253 [====>.........................] - ETA: 2:22 - loss: 421.7378 - logits_profile_predictions_loss: 416.5083 - logcount_predictions_loss: 0.7923 228/1253 [====>.........................] - ETA: 2:22 - loss: 421.6907 - logits_profile_predictions_loss: 416.4608 - logcount_predictions_loss: 0.7924 229/1253 [====>.........................] - ETA: 2:22 - loss: 421.6460 - logits_profile_predictions_loss: 416.4156 - logcount_predictions_loss: 0.7925 230/1253 [====>.........................] - ETA: 2:22 - loss: 421.6010 - 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[====>.........................] - ETA: 2:21 - loss: 421.2805 - logits_profile_predictions_loss: 416.0467 - logcount_predictions_loss: 0.7930 238/1253 [====>.........................] - ETA: 2:21 - loss: 421.2352 - logits_profile_predictions_loss: 416.0010 - logcount_predictions_loss: 0.7931 239/1253 [====>.........................] - ETA: 2:20 - loss: 421.1918 - logits_profile_predictions_loss: 415.9572 - logcount_predictions_loss: 0.7931 240/1253 [====>.........................] - ETA: 2:20 - loss: 421.1486 - logits_profile_predictions_loss: 415.9136 - logcount_predictions_loss: 0.7932 241/1253 [====>.........................] - ETA: 2:20 - loss: 421.1049 - logits_profile_predictions_loss: 415.8695 - logcount_predictions_loss: 0.7932 242/1253 [====>.........................] - ETA: 2:20 - loss: 421.0642 - logits_profile_predictions_loss: 415.8284 - logcount_predictions_loss: 0.7933 243/1253 [====>.........................] - ETA: 2:20 - loss: 421.0223 - logits_profile_predictions_loss: 415.7861 - logcount_predictions_loss: 0.7934 244/1253 [====>.........................] - ETA: 2:20 - loss: 420.9816 - logits_profile_predictions_loss: 415.7451 - logcount_predictions_loss: 0.7934 245/1253 [====>.........................] - ETA: 2:20 - loss: 420.9412 - logits_profile_predictions_loss: 415.7044 - logcount_predictions_loss: 0.7935 246/1253 [====>.........................] - ETA: 2:19 - loss: 420.9014 - logits_profile_predictions_loss: 415.6642 - logcount_predictions_loss: 0.7935 247/1253 [====>.........................] - ETA: 2:19 - loss: 420.8629 - logits_profile_predictions_loss: 415.6252 - logcount_predictions_loss: 0.7936 248/1253 [====>.........................] - ETA: 2:19 - loss: 420.8243 - logits_profile_predictions_loss: 415.5862 - logcount_predictions_loss: 0.7937 249/1253 [====>.........................] - ETA: 2:19 - loss: 420.7847 - logits_profile_predictions_loss: 415.5462 - logcount_predictions_loss: 0.7937 250/1253 [====>.........................] - ETA: 2:19 - loss: 420.7441 - logits_profile_predictions_loss: 415.5052 - logcount_predictions_loss: 0.7938 251/1253 [=====>........................] - ETA: 2:19 - loss: 420.7034 - logits_profile_predictions_loss: 415.4641 - logcount_predictions_loss: 0.7938 252/1253 [=====>........................] - ETA: 2:19 - loss: 420.6645 - logits_profile_predictions_loss: 415.4248 - logcount_predictions_loss: 0.7939 253/1253 [=====>........................] - ETA: 2:19 - loss: 420.6252 - logits_profile_predictions_loss: 415.3850 - logcount_predictions_loss: 0.7940 254/1253 [=====>........................] - ETA: 2:18 - loss: 420.5858 - logits_profile_predictions_loss: 415.3453 - logcount_predictions_loss: 0.7940 255/1253 [=====>........................] - ETA: 2:18 - loss: 420.5466 - logits_profile_predictions_loss: 415.3057 - logcount_predictions_loss: 0.7941 256/1253 [=====>........................] - ETA: 2:18 - loss: 420.5072 - logits_profile_predictions_loss: 415.2658 - logcount_predictions_loss: 0.7942 257/1253 [=====>........................] - ETA: 2:18 - loss: 420.4688 - logits_profile_predictions_loss: 415.2269 - logcount_predictions_loss: 0.7942 258/1253 [=====>........................] - ETA: 2:18 - loss: 420.4311 - logits_profile_predictions_loss: 415.1887 - logcount_predictions_loss: 0.7943 259/1253 [=====>........................] - ETA: 2:18 - loss: 420.3934 - logits_profile_predictions_loss: 415.1506 - logcount_predictions_loss: 0.7944 260/1253 [=====>........................] - ETA: 2:18 - loss: 420.3561 - logits_profile_predictions_loss: 415.1128 - logcount_predictions_loss: 0.7944 261/1253 [=====>........................] - ETA: 2:17 - loss: 420.3198 - logits_profile_predictions_loss: 415.0760 - logcount_predictions_loss: 0.7945 262/1253 [=====>........................] - ETA: 2:17 - loss: 420.2837 - logits_profile_predictions_loss: 415.0395 - logcount_predictions_loss: 0.7946 264/1253 [=====>........................] - ETA: 2:17 - loss: 420.2131 - logits_profile_predictions_loss: 414.9680 - logcount_predictions_loss: 0.7947 265/1253 [=====>........................] - ETA: 2:16 - loss: 420.1789 - logits_profile_predictions_loss: 414.9333 - logcount_predictions_loss: 0.7948 266/1253 [=====>........................] - ETA: 2:16 - loss: 420.1456 - logits_profile_predictions_loss: 414.8995 - logcount_predictions_loss: 0.7949 267/1253 [=====>........................] - ETA: 2:16 - loss: 420.1131 - logits_profile_predictions_loss: 414.8664 - logcount_predictions_loss: 0.7949 268/1253 [=====>........................] - ETA: 2:16 - loss: 420.0800 - logits_profile_predictions_loss: 414.8329 - logcount_predictions_loss: 0.7950 269/1253 [=====>........................] - ETA: 2:16 - loss: 420.0475 - logits_profile_predictions_loss: 414.7998 - logcount_predictions_loss: 0.7951 270/1253 [=====>........................] - ETA: 2:16 - loss: 420.0160 - 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[============================>.] - ETA: 1s - loss: 415.3017 - logits_profile_predictions_loss: 409.8393 - logcount_predictions_loss: 0.8277 1244/1253 [============================>.] - ETA: 1s - loss: 415.3011 - logits_profile_predictions_loss: 409.8387 - logcount_predictions_loss: 0.8277 1245/1253 [============================>.] - ETA: 1s - loss: 415.3005 - logits_profile_predictions_loss: 409.8381 - logcount_predictions_loss: 0.8277 1246/1253 [============================>.] - ETA: 0s - loss: 415.2999 - logits_profile_predictions_loss: 409.8375 - logcount_predictions_loss: 0.8277 1247/1253 [============================>.] - ETA: 0s - loss: 415.2993 - logits_profile_predictions_loss: 409.8368 - logcount_predictions_loss: 0.8277 1248/1253 [============================>.] - ETA: 0s - loss: 415.2986 - logits_profile_predictions_loss: 409.8362 - logcount_predictions_loss: 0.8277 1249/1253 [============================>.] - ETA: 0s - loss: 415.2980 - logits_profile_predictions_loss: 409.8355 - logcount_predictions_loss: 0.8277 1250/1253 [============================>.] - ETA: 0s - loss: 415.2973 - logits_profile_predictions_loss: 409.8348 - logcount_predictions_loss: 0.8277 1251/1253 [============================>.] - ETA: 0s - loss: 415.2966 - logits_profile_predictions_loss: 409.8342 - logcount_predictions_loss: 0.8277 1252/1253 [============================>.] - ETA: 0s - loss: 415.2960 - logits_profile_predictions_loss: 409.8335 - logcount_predictions_loss: 0.8277 1253/1253 [==============================] - ETA: 0s - loss: 415.2953 - logits_profile_predictions_loss: 409.8328 - logcount_predictions_loss: 0.8277 1253/1253 [==============================] - 181s 145ms/step - loss: 415.2946 - logits_profile_predictions_loss: 409.8321 - logcount_predictions_loss: 0.8277 - val_loss: 430.3526 - val_logits_profile_predictions_loss: 424.9829 - val_logcount_predictions_loss: 0.8136 Epoch 00012: val_loss did not improve from 423.21597 Epoch 13/50 1/1253 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[===>..........................] - ETA: 2:28 - loss: 403.9782 - logits_profile_predictions_loss: 398.5920 - logcount_predictions_loss: 0.8161 186/1253 [===>..........................] - ETA: 2:28 - loss: 403.9991 - logits_profile_predictions_loss: 398.6144 - logcount_predictions_loss: 0.8159 187/1253 [===>..........................] - ETA: 2:28 - loss: 404.0214 - logits_profile_predictions_loss: 398.6380 - logcount_predictions_loss: 0.8157 188/1253 [===>..........................] - ETA: 2:28 - loss: 404.0461 - logits_profile_predictions_loss: 398.6640 - logcount_predictions_loss: 0.8155 189/1253 [===>..........................] - ETA: 2:27 - loss: 404.0692 - logits_profile_predictions_loss: 398.6885 - logcount_predictions_loss: 0.8153 190/1253 [===>..........................] - ETA: 2:27 - loss: 404.0917 - logits_profile_predictions_loss: 398.7124 - logcount_predictions_loss: 0.8150 191/1253 [===>..........................] - ETA: 2:27 - loss: 404.1130 - 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[====>.........................] - ETA: 2:23 - loss: 404.6619 - logits_profile_predictions_loss: 399.3282 - logcount_predictions_loss: 0.8081 225/1253 [====>.........................] - ETA: 2:22 - loss: 404.6734 - logits_profile_predictions_loss: 399.3410 - logcount_predictions_loss: 0.8079 226/1253 [====>.........................] - ETA: 2:22 - loss: 404.6844 - logits_profile_predictions_loss: 399.3533 - logcount_predictions_loss: 0.8077 227/1253 [====>.........................] - ETA: 2:22 - loss: 404.6962 - logits_profile_predictions_loss: 399.3663 - logcount_predictions_loss: 0.8076 228/1253 [====>.........................] - ETA: 2:22 - loss: 404.7079 - logits_profile_predictions_loss: 399.3793 - logcount_predictions_loss: 0.8074 229/1253 [====>.........................] - ETA: 2:22 - loss: 404.7175 - logits_profile_predictions_loss: 399.3901 - logcount_predictions_loss: 0.8072 230/1253 [====>.........................] - ETA: 2:22 - loss: 404.7290 - 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[====>.........................] - ETA: 2:20 - loss: 404.8308 - logits_profile_predictions_loss: 399.5145 - logcount_predictions_loss: 0.8055 239/1253 [====>.........................] - ETA: 2:20 - loss: 404.8416 - logits_profile_predictions_loss: 399.5264 - logcount_predictions_loss: 0.8053 240/1253 [====>.........................] - ETA: 2:20 - loss: 404.8512 - logits_profile_predictions_loss: 399.5371 - logcount_predictions_loss: 0.8052 241/1253 [====>.........................] - ETA: 2:20 - loss: 404.8608 - logits_profile_predictions_loss: 399.5479 - logcount_predictions_loss: 0.8050 242/1253 [====>.........................] - ETA: 2:20 - loss: 404.8693 - logits_profile_predictions_loss: 399.5576 - logcount_predictions_loss: 0.8048 243/1253 [====>.........................] - ETA: 2:19 - loss: 404.8766 - logits_profile_predictions_loss: 399.5660 - logcount_predictions_loss: 0.8046 244/1253 [====>.........................] - ETA: 2:19 - loss: 404.8828 - logits_profile_predictions_loss: 399.5733 - logcount_predictions_loss: 0.8045 245/1253 [====>.........................] - ETA: 2:19 - loss: 404.8884 - logits_profile_predictions_loss: 399.5800 - logcount_predictions_loss: 0.8043 246/1253 [====>.........................] - ETA: 2:19 - loss: 404.8951 - logits_profile_predictions_loss: 399.5878 - logcount_predictions_loss: 0.8041 247/1253 [====>.........................] - ETA: 2:19 - loss: 404.9000 - logits_profile_predictions_loss: 399.5938 - logcount_predictions_loss: 0.8040 248/1253 [====>.........................] - ETA: 2:19 - loss: 404.9047 - logits_profile_predictions_loss: 399.5996 - logcount_predictions_loss: 0.8038 249/1253 [====>.........................] - ETA: 2:19 - loss: 404.9079 - logits_profile_predictions_loss: 399.6038 - logcount_predictions_loss: 0.8037 250/1253 [====>.........................] - ETA: 2:18 - loss: 404.9106 - logits_profile_predictions_loss: 399.6076 - logcount_predictions_loss: 0.8035 251/1253 [=====>........................] - ETA: 2:18 - loss: 404.9127 - logits_profile_predictions_loss: 399.6107 - logcount_predictions_loss: 0.8033 252/1253 [=====>........................] - ETA: 2:18 - loss: 404.9140 - logits_profile_predictions_loss: 399.6130 - logcount_predictions_loss: 0.8032 253/1253 [=====>........................] - ETA: 2:18 - loss: 404.9168 - logits_profile_predictions_loss: 399.6168 - logcount_predictions_loss: 0.8030 254/1253 [=====>........................] - ETA: 2:18 - loss: 404.9215 - logits_profile_predictions_loss: 399.6225 - logcount_predictions_loss: 0.8029 255/1253 [=====>........................] - ETA: 2:18 - loss: 404.9251 - logits_profile_predictions_loss: 399.6272 - logcount_predictions_loss: 0.8027 256/1253 [=====>........................] - ETA: 2:18 - loss: 404.9291 - logits_profile_predictions_loss: 399.6321 - logcount_predictions_loss: 0.8026 257/1253 [=====>........................] - ETA: 2:17 - loss: 404.9321 - logits_profile_predictions_loss: 399.6361 - logcount_predictions_loss: 0.8024 258/1253 [=====>........................] - ETA: 2:17 - loss: 404.9362 - logits_profile_predictions_loss: 399.6412 - logcount_predictions_loss: 0.8023 259/1253 [=====>........................] - ETA: 2:17 - loss: 404.9405 - logits_profile_predictions_loss: 399.6465 - logcount_predictions_loss: 0.8021 260/1253 [=====>........................] - ETA: 2:17 - loss: 404.9445 - logits_profile_predictions_loss: 399.6515 - logcount_predictions_loss: 0.8020 261/1253 [=====>........................] - ETA: 2:17 - loss: 404.9486 - logits_profile_predictions_loss: 399.6566 - logcount_predictions_loss: 0.8018 262/1253 [=====>........................] - ETA: 2:17 - loss: 404.9524 - logits_profile_predictions_loss: 399.6613 - logcount_predictions_loss: 0.8017 263/1253 [=====>........................] - ETA: 2:17 - loss: 404.9550 - logits_profile_predictions_loss: 399.6649 - logcount_predictions_loss: 0.8015 264/1253 [=====>........................] - ETA: 2:17 - loss: 404.9596 - logits_profile_predictions_loss: 399.6703 - logcount_predictions_loss: 0.8014 265/1253 [=====>........................] - ETA: 2:16 - loss: 404.9636 - logits_profile_predictions_loss: 399.6752 - logcount_predictions_loss: 0.8013 266/1253 [=====>........................] - ETA: 2:16 - loss: 404.9672 - logits_profile_predictions_loss: 399.6796 - logcount_predictions_loss: 0.8011 267/1253 [=====>........................] - ETA: 2:16 - loss: 404.9709 - logits_profile_predictions_loss: 399.6842 - logcount_predictions_loss: 0.8010 268/1253 [=====>........................] - ETA: 2:16 - loss: 404.9747 - logits_profile_predictions_loss: 399.6888 - logcount_predictions_loss: 0.8009 269/1253 [=====>........................] - ETA: 2:16 - loss: 404.9790 - logits_profile_predictions_loss: 399.6940 - logcount_predictions_loss: 0.8008 270/1253 [=====>........................] - ETA: 2:16 - loss: 404.9823 - logits_profile_predictions_loss: 399.6981 - logcount_predictions_loss: 0.8006 271/1253 [=====>........................] - ETA: 2:16 - loss: 404.9859 - logits_profile_predictions_loss: 399.7025 - logcount_predictions_loss: 0.8005 272/1253 [=====>........................] - ETA: 2:15 - loss: 404.9906 - logits_profile_predictions_loss: 399.7080 - logcount_predictions_loss: 0.8004 273/1253 [=====>........................] - ETA: 2:15 - loss: 404.9954 - logits_profile_predictions_loss: 399.7136 - logcount_predictions_loss: 0.8003 274/1253 [=====>........................] - ETA: 2:15 - loss: 405.0001 - logits_profile_predictions_loss: 399.7192 - logcount_predictions_loss: 0.8001 275/1253 [=====>........................] - ETA: 2:15 - loss: 405.0040 - logits_profile_predictions_loss: 399.7239 - logcount_predictions_loss: 0.8000 276/1253 [=====>........................] - ETA: 2:15 - loss: 405.0071 - logits_profile_predictions_loss: 399.7278 - logcount_predictions_loss: 0.7999 277/1253 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[============================>.] - ETA: 1s - loss: 404.1732 - logits_profile_predictions_loss: 399.1287 - logcount_predictions_loss: 0.7643 1244/1253 [============================>.] - ETA: 1s - loss: 404.1726 - logits_profile_predictions_loss: 399.1282 - logcount_predictions_loss: 0.7643 1245/1253 [============================>.] - ETA: 1s - loss: 404.1720 - logits_profile_predictions_loss: 399.1277 - logcount_predictions_loss: 0.7643 1246/1253 [============================>.] - ETA: 0s - loss: 404.1715 - logits_profile_predictions_loss: 399.1272 - logcount_predictions_loss: 0.7643 1247/1253 [============================>.] - ETA: 0s - loss: 404.1710 - logits_profile_predictions_loss: 399.1268 - logcount_predictions_loss: 0.7643 1248/1253 [============================>.] - ETA: 0s - loss: 404.1705 - logits_profile_predictions_loss: 399.1264 - logcount_predictions_loss: 0.7643 1249/1253 [============================>.] - ETA: 0s - loss: 404.1700 - logits_profile_predictions_loss: 399.1260 - logcount_predictions_loss: 0.7642 1250/1253 [============================>.] - ETA: 0s - loss: 404.1695 - logits_profile_predictions_loss: 399.1256 - logcount_predictions_loss: 0.7642 1251/1253 [============================>.] - ETA: 0s - loss: 404.1690 - logits_profile_predictions_loss: 399.1252 - logcount_predictions_loss: 0.7642 1252/1253 [============================>.] - ETA: 0s - loss: 404.1685 - logits_profile_predictions_loss: 399.1248 - logcount_predictions_loss: 0.7642 1253/1253 [==============================] - ETA: 0s - loss: 404.1680 - logits_profile_predictions_loss: 399.1244 - logcount_predictions_loss: 0.7642 1253/1253 [==============================] - 181s 145ms/step - loss: 404.1675 - logits_profile_predictions_loss: 399.1240 - logcount_predictions_loss: 0.7642 - val_loss: 427.5509 - val_logits_profile_predictions_loss: 421.9552 - val_logcount_predictions_loss: 0.8478 Epoch 00013: val_loss did not improve from 423.21597 Epoch 14/50 1/1253 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[==>...........................] - ETA: 2:32 - loss: 392.5709 - logits_profile_predictions_loss: 387.6304 - logcount_predictions_loss: 0.7486 160/1253 [==>...........................] - ETA: 2:31 - loss: 392.6019 - logits_profile_predictions_loss: 387.6625 - logcount_predictions_loss: 0.7484 161/1253 [==>...........................] - ETA: 2:31 - loss: 392.6318 - logits_profile_predictions_loss: 387.6936 - logcount_predictions_loss: 0.7482 162/1253 [==>...........................] - ETA: 2:31 - loss: 392.6624 - logits_profile_predictions_loss: 387.7254 - logcount_predictions_loss: 0.7480 163/1253 [==>...........................] - ETA: 2:31 - loss: 392.6920 - logits_profile_predictions_loss: 387.7562 - logcount_predictions_loss: 0.7478 164/1253 [==>...........................] - ETA: 2:31 - loss: 392.7202 - logits_profile_predictions_loss: 387.7855 - logcount_predictions_loss: 0.7477 165/1253 [==>...........................] - ETA: 2:31 - loss: 392.7476 - logits_profile_predictions_loss: 387.8141 - logcount_predictions_loss: 0.7475 166/1253 [==>...........................] - ETA: 2:31 - loss: 392.7728 - logits_profile_predictions_loss: 387.8403 - logcount_predictions_loss: 0.7473 167/1253 [==>...........................] - ETA: 2:30 - loss: 392.7948 - logits_profile_predictions_loss: 387.8635 - logcount_predictions_loss: 0.7472 168/1253 [===>..........................] - ETA: 2:30 - loss: 392.8181 - logits_profile_predictions_loss: 387.8879 - logcount_predictions_loss: 0.7470 169/1253 [===>..........................] - ETA: 2:30 - loss: 392.8424 - logits_profile_predictions_loss: 387.9133 - logcount_predictions_loss: 0.7468 170/1253 [===>..........................] - ETA: 2:30 - loss: 392.8638 - logits_profile_predictions_loss: 387.9358 - logcount_predictions_loss: 0.7467 171/1253 [===>..........................] - ETA: 2:30 - loss: 392.8875 - logits_profile_predictions_loss: 387.9605 - logcount_predictions_loss: 0.7465 172/1253 [===>..........................] - ETA: 2:30 - loss: 392.9100 - logits_profile_predictions_loss: 387.9839 - logcount_predictions_loss: 0.7464 173/1253 [===>..........................] - ETA: 2:30 - loss: 392.9320 - logits_profile_predictions_loss: 388.0069 - logcount_predictions_loss: 0.7462 174/1253 [===>..........................] - ETA: 2:29 - loss: 392.9526 - logits_profile_predictions_loss: 388.0284 - logcount_predictions_loss: 0.7461 175/1253 [===>..........................] - ETA: 2:29 - loss: 392.9703 - logits_profile_predictions_loss: 388.0470 - logcount_predictions_loss: 0.7459 176/1253 [===>..........................] - ETA: 2:29 - loss: 392.9852 - logits_profile_predictions_loss: 388.0629 - logcount_predictions_loss: 0.7458 177/1253 [===>..........................] - ETA: 2:29 - loss: 392.9972 - logits_profile_predictions_loss: 388.0758 - logcount_predictions_loss: 0.7457 178/1253 [===>..........................] - ETA: 2:29 - loss: 393.0090 - logits_profile_predictions_loss: 388.0885 - logcount_predictions_loss: 0.7455 179/1253 [===>..........................] - ETA: 2:29 - loss: 393.0190 - logits_profile_predictions_loss: 388.0995 - logcount_predictions_loss: 0.7454 180/1253 [===>..........................] - ETA: 2:29 - loss: 393.0297 - logits_profile_predictions_loss: 388.1111 - logcount_predictions_loss: 0.7452 181/1253 [===>..........................] - ETA: 2:29 - loss: 393.0374 - logits_profile_predictions_loss: 388.1198 - logcount_predictions_loss: 0.7451 182/1253 [===>..........................] - ETA: 2:28 - loss: 393.0426 - logits_profile_predictions_loss: 388.1261 - logcount_predictions_loss: 0.7449 183/1253 [===>..........................] - ETA: 2:28 - loss: 393.0473 - logits_profile_predictions_loss: 388.1317 - logcount_predictions_loss: 0.7448 184/1253 [===>..........................] - ETA: 2:28 - loss: 393.0507 - logits_profile_predictions_loss: 388.1361 - logcount_predictions_loss: 0.7446 185/1253 [===>..........................] - ETA: 2:28 - loss: 393.0524 - logits_profile_predictions_loss: 388.1389 - logcount_predictions_loss: 0.7445 186/1253 [===>..........................] - ETA: 2:28 - loss: 393.0570 - logits_profile_predictions_loss: 388.1445 - logcount_predictions_loss: 0.7443 187/1253 [===>..........................] - ETA: 2:28 - loss: 393.0606 - logits_profile_predictions_loss: 388.1490 - logcount_predictions_loss: 0.7442 188/1253 [===>..........................] - ETA: 2:28 - loss: 393.0618 - logits_profile_predictions_loss: 388.1511 - logcount_predictions_loss: 0.7440 189/1253 [===>..........................] - ETA: 2:27 - loss: 393.0631 - logits_profile_predictions_loss: 388.1533 - logcount_predictions_loss: 0.7439 190/1253 [===>..........................] - ETA: 2:27 - loss: 393.0668 - logits_profile_predictions_loss: 388.1581 - logcount_predictions_loss: 0.7437 191/1253 [===>..........................] - ETA: 2:27 - loss: 393.0689 - logits_profile_predictions_loss: 388.1611 - logcount_predictions_loss: 0.7436 192/1253 [===>..........................] - ETA: 2:27 - loss: 393.0752 - logits_profile_predictions_loss: 388.1683 - logcount_predictions_loss: 0.7435 193/1253 [===>..........................] - ETA: 2:27 - loss: 393.0829 - logits_profile_predictions_loss: 388.1770 - logcount_predictions_loss: 0.7433 194/1253 [===>..........................] - ETA: 2:27 - loss: 393.0899 - logits_profile_predictions_loss: 388.1849 - logcount_predictions_loss: 0.7432 195/1253 [===>..........................] - ETA: 2:27 - loss: 393.0970 - logits_profile_predictions_loss: 388.1928 - logcount_predictions_loss: 0.7430 196/1253 [===>..........................] - ETA: 2:26 - loss: 393.1024 - logits_profile_predictions_loss: 388.1991 - logcount_predictions_loss: 0.7429 197/1253 [===>..........................] - ETA: 2:26 - loss: 393.1092 - logits_profile_predictions_loss: 388.2068 - logcount_predictions_loss: 0.7428 198/1253 [===>..........................] - ETA: 2:26 - loss: 393.1154 - logits_profile_predictions_loss: 388.2140 - logcount_predictions_loss: 0.7426 199/1253 [===>..........................] - ETA: 2:26 - loss: 393.1229 - logits_profile_predictions_loss: 388.2223 - logcount_predictions_loss: 0.7425 200/1253 [===>..........................] - ETA: 2:26 - loss: 393.1284 - logits_profile_predictions_loss: 388.2288 - logcount_predictions_loss: 0.7424 201/1253 [===>..........................] - ETA: 2:26 - loss: 393.1334 - logits_profile_predictions_loss: 388.2346 - logcount_predictions_loss: 0.7422 202/1253 [===>..........................] - ETA: 2:26 - loss: 393.1377 - logits_profile_predictions_loss: 388.2399 - logcount_predictions_loss: 0.7421 203/1253 [===>..........................] - ETA: 2:25 - loss: 393.1418 - logits_profile_predictions_loss: 388.2449 - logcount_predictions_loss: 0.7420 204/1253 [===>..........................] - ETA: 2:25 - loss: 393.1445 - logits_profile_predictions_loss: 388.2485 - logcount_predictions_loss: 0.7418 205/1253 [===>..........................] - ETA: 2:25 - loss: 393.1490 - logits_profile_predictions_loss: 388.2539 - logcount_predictions_loss: 0.7417 206/1253 [===>..........................] - ETA: 2:25 - loss: 393.1517 - logits_profile_predictions_loss: 388.2573 - logcount_predictions_loss: 0.7416 207/1253 [===>..........................] - ETA: 2:25 - loss: 393.1548 - logits_profile_predictions_loss: 388.2612 - logcount_predictions_loss: 0.7414 208/1253 [===>..........................] - ETA: 2:25 - loss: 393.1571 - logits_profile_predictions_loss: 388.2642 - logcount_predictions_loss: 0.7413 209/1253 [====>.........................] - ETA: 2:25 - loss: 393.1604 - logits_profile_predictions_loss: 388.2684 - logcount_predictions_loss: 0.7412 210/1253 [====>.........................] - ETA: 2:24 - loss: 393.1646 - logits_profile_predictions_loss: 388.2733 - logcount_predictions_loss: 0.7411 211/1253 [====>.........................] - ETA: 2:24 - loss: 393.1675 - logits_profile_predictions_loss: 388.2770 - logcount_predictions_loss: 0.7410 212/1253 [====>.........................] - ETA: 2:24 - loss: 393.1730 - logits_profile_predictions_loss: 388.2833 - logcount_predictions_loss: 0.7409 213/1253 [====>.........................] - ETA: 2:24 - loss: 393.1799 - logits_profile_predictions_loss: 388.2909 - logcount_predictions_loss: 0.7407 214/1253 [====>.........................] - ETA: 2:24 - loss: 393.1857 - logits_profile_predictions_loss: 388.2976 - logcount_predictions_loss: 0.7406 215/1253 [====>.........................] - ETA: 2:24 - loss: 393.1898 - logits_profile_predictions_loss: 388.3024 - logcount_predictions_loss: 0.7405 216/1253 [====>.........................] - ETA: 2:24 - loss: 393.1926 - logits_profile_predictions_loss: 388.3058 - logcount_predictions_loss: 0.7404 217/1253 [====>.........................] - ETA: 2:23 - loss: 393.1958 - logits_profile_predictions_loss: 388.3097 - logcount_predictions_loss: 0.7403 218/1253 [====>.........................] - ETA: 2:23 - loss: 393.2006 - logits_profile_predictions_loss: 388.3152 - logcount_predictions_loss: 0.7402 219/1253 [====>.........................] - ETA: 2:23 - loss: 393.2060 - logits_profile_predictions_loss: 388.3212 - logcount_predictions_loss: 0.7401 220/1253 [====>.........................] - ETA: 2:23 - loss: 393.2107 - logits_profile_predictions_loss: 388.3266 - logcount_predictions_loss: 0.7400 221/1253 [====>.........................] - ETA: 2:23 - loss: 393.2157 - logits_profile_predictions_loss: 388.3322 - logcount_predictions_loss: 0.7399 222/1253 [====>.........................] - ETA: 2:23 - loss: 393.2194 - logits_profile_predictions_loss: 388.3365 - logcount_predictions_loss: 0.7398 223/1253 [====>.........................] - ETA: 2:23 - loss: 393.2224 - logits_profile_predictions_loss: 388.3402 - logcount_predictions_loss: 0.7397 224/1253 [====>.........................] - ETA: 2:23 - loss: 393.2252 - logits_profile_predictions_loss: 388.3437 - logcount_predictions_loss: 0.7396 225/1253 [====>.........................] - ETA: 2:22 - loss: 393.2290 - logits_profile_predictions_loss: 388.3482 - logcount_predictions_loss: 0.7395 226/1253 [====>.........................] - ETA: 2:22 - loss: 393.2358 - logits_profile_predictions_loss: 388.3556 - logcount_predictions_loss: 0.7394 227/1253 [====>.........................] - ETA: 2:22 - loss: 393.2438 - logits_profile_predictions_loss: 388.3642 - logcount_predictions_loss: 0.7393 228/1253 [====>.........................] - ETA: 2:22 - loss: 393.2531 - logits_profile_predictions_loss: 388.3741 - logcount_predictions_loss: 0.7392 229/1253 [====>.........................] - ETA: 2:22 - loss: 393.2622 - logits_profile_predictions_loss: 388.3838 - logcount_predictions_loss: 0.7391 230/1253 [====>.........................] - ETA: 2:22 - loss: 393.2725 - logits_profile_predictions_loss: 388.3947 - logcount_predictions_loss: 0.7391 231/1253 [====>.........................] - ETA: 2:22 - loss: 393.2846 - logits_profile_predictions_loss: 388.4073 - logcount_predictions_loss: 0.7390 232/1253 [====>.........................] - ETA: 2:21 - loss: 393.2976 - logits_profile_predictions_loss: 388.4210 - logcount_predictions_loss: 0.7389 233/1253 [====>.........................] - ETA: 2:21 - loss: 393.3122 - logits_profile_predictions_loss: 388.4362 - logcount_predictions_loss: 0.7388 234/1253 [====>.........................] - ETA: 2:21 - loss: 393.3282 - logits_profile_predictions_loss: 388.4528 - logcount_predictions_loss: 0.7387 235/1253 [====>.........................] - ETA: 2:21 - loss: 393.3437 - logits_profile_predictions_loss: 388.4688 - logcount_predictions_loss: 0.7386 236/1253 [====>.........................] - ETA: 2:21 - loss: 393.3604 - logits_profile_predictions_loss: 388.4861 - logcount_predictions_loss: 0.7385 237/1253 [====>.........................] - ETA: 2:21 - loss: 393.3761 - logits_profile_predictions_loss: 388.5023 - logcount_predictions_loss: 0.7384 238/1253 [====>.........................] - ETA: 2:21 - loss: 393.3914 - logits_profile_predictions_loss: 388.5182 - logcount_predictions_loss: 0.7384 239/1253 [====>.........................] - ETA: 2:20 - loss: 393.4059 - logits_profile_predictions_loss: 388.5331 - logcount_predictions_loss: 0.7383 240/1253 [====>.........................] - ETA: 2:20 - loss: 393.4211 - logits_profile_predictions_loss: 388.5488 - logcount_predictions_loss: 0.7382 241/1253 [====>.........................] - ETA: 2:20 - loss: 393.4370 - logits_profile_predictions_loss: 388.5652 - logcount_predictions_loss: 0.7382 242/1253 [====>.........................] - ETA: 2:20 - loss: 393.4526 - logits_profile_predictions_loss: 388.5811 - logcount_predictions_loss: 0.7381 243/1253 [====>.........................] - ETA: 2:20 - loss: 393.4691 - logits_profile_predictions_loss: 388.5981 - logcount_predictions_loss: 0.7380 244/1253 [====>.........................] - ETA: 2:20 - loss: 393.4854 - logits_profile_predictions_loss: 388.6148 - logcount_predictions_loss: 0.7380 245/1253 [====>.........................] - ETA: 2:20 - loss: 393.5034 - logits_profile_predictions_loss: 388.6333 - logcount_predictions_loss: 0.7379 246/1253 [====>.........................] - ETA: 2:19 - loss: 393.5218 - logits_profile_predictions_loss: 388.6521 - logcount_predictions_loss: 0.7378 247/1253 [====>.........................] - ETA: 2:19 - loss: 393.5397 - logits_profile_predictions_loss: 388.6705 - logcount_predictions_loss: 0.7378 248/1253 [====>.........................] - ETA: 2:19 - loss: 393.5582 - logits_profile_predictions_loss: 388.6894 - logcount_predictions_loss: 0.7377 249/1253 [====>.........................] - ETA: 2:19 - loss: 393.5760 - logits_profile_predictions_loss: 388.7075 - logcount_predictions_loss: 0.7376 250/1253 [====>.........................] - ETA: 2:19 - loss: 393.5938 - logits_profile_predictions_loss: 388.7257 - logcount_predictions_loss: 0.7376 251/1253 [=====>........................] - ETA: 2:19 - loss: 393.6116 - logits_profile_predictions_loss: 388.7439 - logcount_predictions_loss: 0.7375 252/1253 [=====>........................] - ETA: 2:19 - loss: 393.6293 - logits_profile_predictions_loss: 388.7620 - logcount_predictions_loss: 0.7375 253/1253 [=====>........................] - ETA: 2:18 - loss: 393.6462 - logits_profile_predictions_loss: 388.7792 - logcount_predictions_loss: 0.7374 254/1253 [=====>........................] - ETA: 2:18 - loss: 393.6614 - logits_profile_predictions_loss: 388.7948 - logcount_predictions_loss: 0.7373 255/1253 [=====>........................] - ETA: 2:18 - loss: 393.6764 - logits_profile_predictions_loss: 388.8103 - logcount_predictions_loss: 0.7373 256/1253 [=====>........................] - ETA: 2:18 - loss: 393.6917 - logits_profile_predictions_loss: 388.8259 - logcount_predictions_loss: 0.7372 257/1253 [=====>........................] - ETA: 2:18 - loss: 393.7071 - logits_profile_predictions_loss: 388.8417 - logcount_predictions_loss: 0.7372 258/1253 [=====>........................] - ETA: 2:18 - loss: 393.7224 - logits_profile_predictions_loss: 388.8574 - logcount_predictions_loss: 0.7371 259/1253 [=====>........................] - ETA: 2:18 - loss: 393.7390 - logits_profile_predictions_loss: 388.8745 - logcount_predictions_loss: 0.7370 260/1253 [=====>........................] - ETA: 2:18 - loss: 393.7558 - logits_profile_predictions_loss: 388.8917 - logcount_predictions_loss: 0.7370 261/1253 [=====>........................] - ETA: 2:17 - loss: 393.7735 - logits_profile_predictions_loss: 388.9099 - logcount_predictions_loss: 0.7369 262/1253 [=====>........................] - ETA: 2:17 - loss: 393.7908 - logits_profile_predictions_loss: 388.9276 - logcount_predictions_loss: 0.7368 263/1253 [=====>........................] - ETA: 2:17 - loss: 393.8081 - logits_profile_predictions_loss: 388.9454 - logcount_predictions_loss: 0.7368 264/1253 [=====>........................] - ETA: 2:17 - loss: 393.8268 - logits_profile_predictions_loss: 388.9644 - logcount_predictions_loss: 0.7367 265/1253 [=====>........................] - ETA: 2:17 - loss: 393.8446 - logits_profile_predictions_loss: 388.9827 - logcount_predictions_loss: 0.7366 266/1253 [=====>........................] - ETA: 2:17 - loss: 393.8624 - logits_profile_predictions_loss: 389.0009 - logcount_predictions_loss: 0.7366 267/1253 [=====>........................] - ETA: 2:17 - loss: 393.8797 - logits_profile_predictions_loss: 389.0186 - logcount_predictions_loss: 0.7365 268/1253 [=====>........................] - ETA: 2:16 - loss: 393.8978 - logits_profile_predictions_loss: 389.0371 - logcount_predictions_loss: 0.7365 269/1253 [=====>........................] - ETA: 2:16 - loss: 393.9161 - logits_profile_predictions_loss: 389.0558 - logcount_predictions_loss: 0.7364 270/1253 [=====>........................] - ETA: 2:16 - loss: 393.9354 - logits_profile_predictions_loss: 389.0754 - logcount_predictions_loss: 0.7363 271/1253 [=====>........................] - ETA: 2:16 - loss: 393.9559 - logits_profile_predictions_loss: 389.0962 - logcount_predictions_loss: 0.7363 272/1253 [=====>........................] - ETA: 2:16 - loss: 393.9762 - logits_profile_predictions_loss: 389.1168 - logcount_predictions_loss: 0.7363 273/1253 [=====>........................] - ETA: 2:16 - loss: 393.9965 - logits_profile_predictions_loss: 389.1375 - logcount_predictions_loss: 0.7362 274/1253 [=====>........................] - ETA: 2:16 - loss: 394.0161 - logits_profile_predictions_loss: 389.1574 - logcount_predictions_loss: 0.7362 275/1253 [=====>........................] - ETA: 2:15 - loss: 394.0344 - logits_profile_predictions_loss: 389.1760 - logcount_predictions_loss: 0.7361 276/1253 [=====>........................] - ETA: 2:15 - loss: 394.0529 - logits_profile_predictions_loss: 389.1948 - logcount_predictions_loss: 0.7361 277/1253 [=====>........................] - ETA: 2:15 - loss: 394.0704 - logits_profile_predictions_loss: 389.2126 - logcount_predictions_loss: 0.7360 278/1253 [=====>........................] - ETA: 2:15 - loss: 394.0874 - logits_profile_predictions_loss: 389.2299 - logcount_predictions_loss: 0.7360 279/1253 [=====>........................] - ETA: 2:15 - loss: 394.1048 - logits_profile_predictions_loss: 389.2475 - logcount_predictions_loss: 0.7359 280/1253 [=====>........................] - ETA: 2:15 - loss: 394.1234 - logits_profile_predictions_loss: 389.2665 - logcount_predictions_loss: 0.7359 281/1253 [=====>........................] - ETA: 2:15 - loss: 394.1422 - logits_profile_predictions_loss: 389.2856 - logcount_predictions_loss: 0.7358 282/1253 [=====>........................] - ETA: 2:14 - loss: 394.1606 - logits_profile_predictions_loss: 389.3043 - logcount_predictions_loss: 0.7358 283/1253 [=====>........................] - ETA: 2:14 - loss: 394.1781 - logits_profile_predictions_loss: 389.3221 - logcount_predictions_loss: 0.7357 284/1253 [=====>........................] - ETA: 2:14 - loss: 394.1953 - logits_profile_predictions_loss: 389.3396 - logcount_predictions_loss: 0.7357 285/1253 [=====>........................] - ETA: 2:14 - loss: 394.2116 - logits_profile_predictions_loss: 389.3562 - logcount_predictions_loss: 0.7357 286/1253 [=====>........................] - ETA: 2:14 - loss: 394.2282 - logits_profile_predictions_loss: 389.3731 - logcount_predictions_loss: 0.7356 287/1253 [=====>........................] - ETA: 2:14 - loss: 394.2448 - logits_profile_predictions_loss: 389.3899 - logcount_predictions_loss: 0.7356 288/1253 [=====>........................] - ETA: 2:14 - loss: 394.2612 - logits_profile_predictions_loss: 389.4065 - logcount_predictions_loss: 0.7355 289/1253 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[==========================>...] - ETA: 14s - loss: 396.0031 - logits_profile_predictions_loss: 391.2136 - logcount_predictions_loss: 0.7257 1152/1253 [==========================>...] - ETA: 14s - loss: 396.0035 - logits_profile_predictions_loss: 391.2140 - logcount_predictions_loss: 0.7257 1153/1253 [==========================>...] - ETA: 13s - loss: 396.0039 - logits_profile_predictions_loss: 391.2144 - logcount_predictions_loss: 0.7257 1154/1253 [==========================>...] - ETA: 13s - loss: 396.0042 - logits_profile_predictions_loss: 391.2148 - logcount_predictions_loss: 0.7257 1155/1253 [==========================>...] - ETA: 13s - loss: 396.0047 - logits_profile_predictions_loss: 391.2152 - logcount_predictions_loss: 0.7257 1156/1253 [==========================>...] - ETA: 13s - loss: 396.0051 - logits_profile_predictions_loss: 391.2157 - logcount_predictions_loss: 0.7257 1157/1253 [==========================>...] - ETA: 13s - loss: 396.0055 - logits_profile_predictions_loss: 391.2162 - logcount_predictions_loss: 0.7257 1158/1253 [==========================>...] - ETA: 13s - loss: 396.0060 - logits_profile_predictions_loss: 391.2166 - logcount_predictions_loss: 0.7257 1159/1253 [==========================>...] - ETA: 13s - loss: 396.0064 - logits_profile_predictions_loss: 391.2171 - logcount_predictions_loss: 0.7256 1160/1253 [==========================>...] - ETA: 12s - loss: 396.0068 - logits_profile_predictions_loss: 391.2175 - logcount_predictions_loss: 0.7256 1161/1253 [==========================>...] - ETA: 12s - loss: 396.0073 - logits_profile_predictions_loss: 391.2180 - logcount_predictions_loss: 0.7256 1162/1253 [==========================>...] - ETA: 12s - loss: 396.0078 - logits_profile_predictions_loss: 391.2185 - logcount_predictions_loss: 0.7256 1163/1253 [==========================>...] - ETA: 12s - loss: 396.0082 - logits_profile_predictions_loss: 391.2190 - logcount_predictions_loss: 0.7256 1164/1253 [==========================>...] - ETA: 12s - loss: 396.0086 - logits_profile_predictions_loss: 391.2194 - logcount_predictions_loss: 0.7256 1165/1253 [==========================>...] - ETA: 12s - loss: 396.0089 - logits_profile_predictions_loss: 391.2198 - logcount_predictions_loss: 0.7256 1166/1253 [==========================>...] - ETA: 12s - loss: 396.0094 - logits_profile_predictions_loss: 391.2202 - logcount_predictions_loss: 0.7256 1167/1253 [==========================>...] - ETA: 11s - loss: 396.0097 - logits_profile_predictions_loss: 391.2206 - logcount_predictions_loss: 0.7256 1168/1253 [==========================>...] - ETA: 11s - loss: 396.0102 - logits_profile_predictions_loss: 391.2211 - logcount_predictions_loss: 0.7256 1169/1253 [==========================>...] - ETA: 11s - loss: 396.0106 - logits_profile_predictions_loss: 391.2215 - logcount_predictions_loss: 0.7256 1170/1253 [===========================>..] - ETA: 11s - loss: 396.0110 - logits_profile_predictions_loss: 391.2220 - logcount_predictions_loss: 0.7256 1171/1253 [===========================>..] - ETA: 11s - loss: 396.0114 - logits_profile_predictions_loss: 391.2224 - logcount_predictions_loss: 0.7256 1172/1253 [===========================>..] - ETA: 11s - loss: 396.0118 - logits_profile_predictions_loss: 391.2228 - logcount_predictions_loss: 0.7256 1173/1253 [===========================>..] - ETA: 11s - loss: 396.0122 - logits_profile_predictions_loss: 391.2232 - logcount_predictions_loss: 0.7256 1174/1253 [===========================>..] - ETA: 10s - loss: 396.0126 - logits_profile_predictions_loss: 391.2236 - logcount_predictions_loss: 0.7256 1175/1253 [===========================>..] - ETA: 10s - loss: 396.0129 - logits_profile_predictions_loss: 391.2240 - logcount_predictions_loss: 0.7256 1176/1253 [===========================>..] - ETA: 10s - loss: 396.0133 - logits_profile_predictions_loss: 391.2244 - logcount_predictions_loss: 0.7256 1177/1253 [===========================>..] - ETA: 10s - loss: 396.0137 - logits_profile_predictions_loss: 391.2248 - logcount_predictions_loss: 0.7256 1178/1253 [===========================>..] - ETA: 10s - loss: 396.0141 - logits_profile_predictions_loss: 391.2253 - logcount_predictions_loss: 0.7256 1179/1253 [===========================>..] - ETA: 10s - loss: 396.0145 - logits_profile_predictions_loss: 391.2257 - logcount_predictions_loss: 0.7256 1180/1253 [===========================>..] - ETA: 10s - loss: 396.0148 - logits_profile_predictions_loss: 391.2260 - logcount_predictions_loss: 0.7256 1181/1253 [===========================>..] - ETA: 10s - loss: 396.0152 - logits_profile_predictions_loss: 391.2265 - logcount_predictions_loss: 0.7256 1182/1253 [===========================>..] - ETA: 9s - loss: 396.0155 - logits_profile_predictions_loss: 391.2268 - logcount_predictions_loss: 0.7256  1183/1253 [===========================>..] - ETA: 9s - loss: 396.0158 - logits_profile_predictions_loss: 391.2271 - logcount_predictions_loss: 0.7256 1184/1253 [===========================>..] - ETA: 9s - loss: 396.0161 - logits_profile_predictions_loss: 391.2275 - logcount_predictions_loss: 0.7256 1185/1253 [===========================>..] - ETA: 9s - loss: 396.0164 - logits_profile_predictions_loss: 391.2278 - logcount_predictions_loss: 0.7255 1186/1253 [===========================>..] - ETA: 9s - loss: 396.0167 - logits_profile_predictions_loss: 391.2281 - logcount_predictions_loss: 0.7255 1187/1253 [===========================>..] - ETA: 9s - loss: 396.0171 - logits_profile_predictions_loss: 391.2285 - logcount_predictions_loss: 0.7255 1188/1253 [===========================>..] - ETA: 9s - loss: 396.0174 - logits_profile_predictions_loss: 391.2289 - logcount_predictions_loss: 0.7255 1189/1253 [===========================>..] - ETA: 8s - loss: 396.0178 - logits_profile_predictions_loss: 391.2293 - logcount_predictions_loss: 0.7255 1190/1253 [===========================>..] - ETA: 8s - loss: 396.0182 - logits_profile_predictions_loss: 391.2298 - logcount_predictions_loss: 0.7255 1191/1253 [===========================>..] - ETA: 8s - loss: 396.0187 - logits_profile_predictions_loss: 391.2302 - logcount_predictions_loss: 0.7255 1192/1253 [===========================>..] - ETA: 8s - loss: 396.0191 - logits_profile_predictions_loss: 391.2306 - logcount_predictions_loss: 0.7255 1193/1253 [===========================>..] - ETA: 8s - loss: 396.0195 - logits_profile_predictions_loss: 391.2311 - logcount_predictions_loss: 0.7255 1194/1253 [===========================>..] - ETA: 8s - loss: 396.0198 - logits_profile_predictions_loss: 391.2315 - logcount_predictions_loss: 0.7255 1195/1253 [===========================>..] - ETA: 8s - loss: 396.0202 - logits_profile_predictions_loss: 391.2319 - logcount_predictions_loss: 0.7255 1196/1253 [===========================>..] - ETA: 7s - loss: 396.0205 - logits_profile_predictions_loss: 391.2322 - logcount_predictions_loss: 0.7255 1197/1253 [===========================>..] - ETA: 7s - loss: 396.0207 - logits_profile_predictions_loss: 391.2325 - logcount_predictions_loss: 0.7255 1198/1253 [===========================>..] - ETA: 7s - loss: 396.0210 - logits_profile_predictions_loss: 391.2328 - logcount_predictions_loss: 0.7255 1199/1253 [===========================>..] - ETA: 7s - loss: 396.0212 - logits_profile_predictions_loss: 391.2330 - logcount_predictions_loss: 0.7255 1200/1253 [===========================>..] - ETA: 7s - loss: 396.0214 - logits_profile_predictions_loss: 391.2332 - logcount_predictions_loss: 0.7255 1201/1253 [===========================>..] - ETA: 7s - loss: 396.0216 - logits_profile_predictions_loss: 391.2335 - logcount_predictions_loss: 0.7255 1202/1253 [===========================>..] - ETA: 7s - loss: 396.0218 - logits_profile_predictions_loss: 391.2337 - logcount_predictions_loss: 0.7255 1203/1253 [===========================>..] - ETA: 6s - loss: 396.0221 - logits_profile_predictions_loss: 391.2340 - logcount_predictions_loss: 0.7255 1204/1253 [===========================>..] - ETA: 6s - loss: 396.0224 - logits_profile_predictions_loss: 391.2343 - logcount_predictions_loss: 0.7255 1205/1253 [===========================>..] - ETA: 6s - loss: 396.0226 - logits_profile_predictions_loss: 391.2346 - logcount_predictions_loss: 0.7255 1206/1253 [===========================>..] - ETA: 6s - loss: 396.0229 - logits_profile_predictions_loss: 391.2349 - logcount_predictions_loss: 0.7255 1207/1253 [===========================>..] - ETA: 6s - loss: 396.0232 - logits_profile_predictions_loss: 391.2352 - logcount_predictions_loss: 0.7254 1208/1253 [===========================>..] - ETA: 6s - loss: 396.0234 - logits_profile_predictions_loss: 391.2354 - logcount_predictions_loss: 0.7254 1209/1253 [===========================>..] - ETA: 6s - loss: 396.0236 - logits_profile_predictions_loss: 391.2357 - logcount_predictions_loss: 0.7254 1210/1253 [===========================>..] - ETA: 5s - loss: 396.0238 - logits_profile_predictions_loss: 391.2359 - logcount_predictions_loss: 0.7254 1211/1253 [===========================>..] - ETA: 5s - loss: 396.0240 - logits_profile_predictions_loss: 391.2362 - logcount_predictions_loss: 0.7254 1212/1253 [============================>.] - ETA: 5s - loss: 396.0243 - logits_profile_predictions_loss: 391.2365 - logcount_predictions_loss: 0.7254 1213/1253 [============================>.] - ETA: 5s - loss: 396.0245 - logits_profile_predictions_loss: 391.2367 - logcount_predictions_loss: 0.7254 1214/1253 [============================>.] - ETA: 5s - loss: 396.0248 - logits_profile_predictions_loss: 391.2370 - logcount_predictions_loss: 0.7254 1215/1253 [============================>.] - ETA: 5s - loss: 396.0250 - logits_profile_predictions_loss: 391.2372 - logcount_predictions_loss: 0.7254 1216/1253 [============================>.] - ETA: 5s - loss: 396.0252 - logits_profile_predictions_loss: 391.2375 - logcount_predictions_loss: 0.7254 1217/1253 [============================>.] - ETA: 5s - loss: 396.0254 - logits_profile_predictions_loss: 391.2378 - logcount_predictions_loss: 0.7254 1218/1253 [============================>.] - ETA: 4s - loss: 396.0258 - logits_profile_predictions_loss: 391.2381 - logcount_predictions_loss: 0.7254 1219/1253 [============================>.] - ETA: 4s - loss: 396.0261 - logits_profile_predictions_loss: 391.2385 - logcount_predictions_loss: 0.7254 1220/1253 [============================>.] - ETA: 4s - loss: 396.0264 - logits_profile_predictions_loss: 391.2388 - logcount_predictions_loss: 0.7254 1221/1253 [============================>.] - ETA: 4s - loss: 396.0268 - logits_profile_predictions_loss: 391.2392 - logcount_predictions_loss: 0.7254 1222/1253 [============================>.] - ETA: 4s - loss: 396.0272 - logits_profile_predictions_loss: 391.2397 - logcount_predictions_loss: 0.7254 1223/1253 [============================>.] - ETA: 4s - loss: 396.0277 - logits_profile_predictions_loss: 391.2402 - logcount_predictions_loss: 0.7254 1224/1253 [============================>.] - ETA: 4s - loss: 396.0281 - logits_profile_predictions_loss: 391.2406 - logcount_predictions_loss: 0.7254 1225/1253 [============================>.] - ETA: 3s - loss: 396.0285 - logits_profile_predictions_loss: 391.2411 - logcount_predictions_loss: 0.7254 1226/1253 [============================>.] - ETA: 3s - loss: 396.0289 - logits_profile_predictions_loss: 391.2415 - logcount_predictions_loss: 0.7254 1227/1253 [============================>.] - ETA: 3s - loss: 396.0292 - logits_profile_predictions_loss: 391.2418 - logcount_predictions_loss: 0.7254 1228/1253 [============================>.] - ETA: 3s - loss: 396.0296 - logits_profile_predictions_loss: 391.2423 - logcount_predictions_loss: 0.7254 1229/1253 [============================>.] - ETA: 3s - loss: 396.0301 - logits_profile_predictions_loss: 391.2428 - logcount_predictions_loss: 0.7254 1230/1253 [============================>.] - ETA: 3s - loss: 396.0305 - logits_profile_predictions_loss: 391.2432 - logcount_predictions_loss: 0.7253 1231/1253 [============================>.] - ETA: 3s - loss: 396.0310 - logits_profile_predictions_loss: 391.2437 - logcount_predictions_loss: 0.7253 1232/1253 [============================>.] - ETA: 2s - loss: 396.0314 - logits_profile_predictions_loss: 391.2441 - logcount_predictions_loss: 0.7253 1233/1253 [============================>.] - ETA: 2s - loss: 396.0318 - logits_profile_predictions_loss: 391.2446 - logcount_predictions_loss: 0.7253 1234/1253 [============================>.] - ETA: 2s - loss: 396.0322 - logits_profile_predictions_loss: 391.2451 - logcount_predictions_loss: 0.7253 1235/1253 [============================>.] - ETA: 2s - loss: 396.0326 - logits_profile_predictions_loss: 391.2455 - logcount_predictions_loss: 0.7253 1236/1253 [============================>.] - ETA: 2s - loss: 396.0330 - logits_profile_predictions_loss: 391.2459 - logcount_predictions_loss: 0.7253 1237/1253 [============================>.] - ETA: 2s - loss: 396.0335 - logits_profile_predictions_loss: 391.2464 - logcount_predictions_loss: 0.7253 1238/1253 [============================>.] - ETA: 2s - loss: 396.0340 - logits_profile_predictions_loss: 391.2469 - logcount_predictions_loss: 0.7253 1239/1253 [============================>.] - ETA: 1s - loss: 396.0344 - logits_profile_predictions_loss: 391.2474 - logcount_predictions_loss: 0.7253 1240/1253 [============================>.] - ETA: 1s - loss: 396.0349 - logits_profile_predictions_loss: 391.2479 - logcount_predictions_loss: 0.7253 1241/1253 [============================>.] - ETA: 1s - loss: 396.0353 - logits_profile_predictions_loss: 391.2483 - logcount_predictions_loss: 0.7253 1242/1253 [============================>.] - ETA: 1s - loss: 396.0358 - logits_profile_predictions_loss: 391.2488 - logcount_predictions_loss: 0.7253 1243/1253 [============================>.] - ETA: 1s - loss: 396.0362 - logits_profile_predictions_loss: 391.2493 - logcount_predictions_loss: 0.7253 1244/1253 [============================>.] - ETA: 1s - loss: 396.0366 - logits_profile_predictions_loss: 391.2497 - logcount_predictions_loss: 0.7253 1245/1253 [============================>.] - ETA: 1s - loss: 396.0370 - logits_profile_predictions_loss: 391.2501 - logcount_predictions_loss: 0.7253 1246/1253 [============================>.] - ETA: 0s - loss: 396.0374 - logits_profile_predictions_loss: 391.2506 - logcount_predictions_loss: 0.7253 1247/1253 [============================>.] - ETA: 0s - loss: 396.0378 - logits_profile_predictions_loss: 391.2510 - logcount_predictions_loss: 0.7253 1248/1253 [============================>.] - ETA: 0s - loss: 396.0382 - logits_profile_predictions_loss: 391.2514 - logcount_predictions_loss: 0.7253 1249/1253 [============================>.] - ETA: 0s - loss: 396.0385 - logits_profile_predictions_loss: 391.2518 - logcount_predictions_loss: 0.7253 1250/1253 [============================>.] - ETA: 0s - loss: 396.0389 - logits_profile_predictions_loss: 391.2522 - logcount_predictions_loss: 0.7253 1251/1253 [============================>.] - ETA: 0s - loss: 396.0392 - logits_profile_predictions_loss: 391.2526 - logcount_predictions_loss: 0.7252 1252/1253 [============================>.] - ETA: 0s - loss: 396.0396 - logits_profile_predictions_loss: 391.2530 - logcount_predictions_loss: 0.7252 1253/1253 [==============================] - ETA: 0s - loss: 396.0399 - logits_profile_predictions_loss: 391.2533 - logcount_predictions_loss: 0.7252 1253/1253 [==============================] - 181s 145ms/step - loss: 396.0402 - logits_profile_predictions_loss: 391.2536 - logcount_predictions_loss: 0.7252 - val_loss: 424.2553 - val_logits_profile_predictions_loss: 419.0341 - val_logcount_predictions_loss: 0.7911 Epoch 00014: val_loss did not improve from 423.21597 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2022-10-04_23-33-04: 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//ENCSR384GGJ//preprocessing/bigWigs/ENCSR384GGJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(22047, 10) loading nonpeaks... got split:test for bed regions:(22752, 10) 0/175 100/175 2022-10-04_23-35-17: 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//ENCSR384GGJ//preprocessing/bigWigs/ENCSR384GGJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(22047, 10) loading nonpeaks... got split:test for bed regions:(22752, 10) 0/175 100/175 2022-10-04_23-37-17: 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//ENCSR384GGJ//preprocessing/bigWigs/ENCSR384GGJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_4.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(22047, 10) loading nonpeaks... got split:test for bed regions:(22752, 10) 0/175 100/175 2022-10-04_23-38-39: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints 2022-10-04_23-38-39: 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/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/20 [>.............................] - ETA: 1:57 3/20 [===>..........................] - ETA: 5s  4/20 [=====>........................] - ETA: 6s 5/20 [======>.......................] - ETA: 7s 6/20 [========>.....................] - ETA: 7s 7/20 [=========>....................] - ETA: 6s 8/20 [===========>..................] - ETA: 6s 9/20 [============>.................] - ETA: 6s 10/20 [==============>...............] - ETA: 5s 11/20 [===============>..............] - ETA: 5s 12/20 [=================>............] - ETA: 4s 13/20 [==================>...........] - ETA: 4s 14/20 [====================>.........] - ETA: 3s 15/20 [=====================>........] - ETA: 2s 16/20 [=======================>......] - ETA: 2s 17/20 [========================>.....] - ETA: 1s 18/20 [==========================>...] - ETA: 1s 19/20 [===========================>..] - ETA: 0s 20/20 [==============================] - ETA: 0s 20/20 [==============================] - 20s 737ms/step 1/20 [>.............................] - ETA: 0s 2/20 [==>...........................] - ETA: 11s 3/20 [===>..........................] - ETA: 10s 4/20 [=====>........................] - ETA: 9s  5/20 [======>.......................] - ETA: 9s 6/20 [========>.....................] - ETA: 8s 7/20 [=========>....................] - ETA: 8s 8/20 [===========>..................] - ETA: 7s 9/20 [============>.................] - ETA: 6s 10/20 [==============>...............] - ETA: 6s 11/20 [===============>..............] - ETA: 5s 12/20 [=================>............] - ETA: 4s 13/20 [==================>...........] - ETA: 4s 14/20 [====================>.........] - ETA: 3s 15/20 [=====================>........] - ETA: 3s 16/20 [=======================>......] - ETA: 2s 17/20 [========================>.....] - ETA: 1s 18/20 [==========================>...] - ETA: 1s 19/20 [===========================>..] - ETA: 0s 20/20 [==============================] - ETA: 0s 20/20 [==============================] - 12s 634ms/step inserting motif: dnase_2 TGTACTTACGAA 1/20 [>.............................] - ETA: 0s 2/20 [==>...........................] - ETA: 11s 3/20 [===>..........................] - ETA: 10s 4/20 [=====>........................] - ETA: 9s  5/20 [======>.......................] - ETA: 9s 6/20 [========>.....................] - ETA: 8s 7/20 [=========>....................] - ETA: 8s 8/20 [===========>..................] - ETA: 7s 9/20 [============>.................] - ETA: 6s 10/20 [==============>...............] - ETA: 6s 11/20 [===============>..............] - ETA: 5s 12/20 [=================>............] - ETA: 4s 13/20 [==================>...........] - ETA: 4s 14/20 [====================>.........] - ETA: 3s 15/20 [=====================>........] - ETA: 3s 16/20 [=======================>......] - ETA: 2s 17/20 [========================>.....] - ETA: 1s 18/20 [==========================>...] - ETA: 1s 19/20 [===========================>..] - ETA: 0s 20/20 [==============================] - ETA: 0s 20/20 [==============================] - 12s 633ms/step 1/20 [>.............................] - ETA: 0s 2/20 [==>...........................] - ETA: 11s 3/20 [===>..........................] - ETA: 10s 4/20 [=====>........................] - ETA: 9s  5/20 [======>.......................] - ETA: 9s 6/20 [========>.....................] - ETA: 8s 7/20 [=========>....................] - ETA: 8s 8/20 [===========>..................] - ETA: 7s 9/20 [============>.................] - ETA: 6s 10/20 [==============>...............] - ETA: 6s 11/20 [===============>..............] - ETA: 5s 12/20 [=================>............] - ETA: 5s 13/20 [==================>...........] - ETA: 4s 14/20 [====================>.........] - ETA: 3s 15/20 [=====================>........] - ETA: 3s 16/20 [=======================>......] - ETA: 2s 17/20 [========================>.....] - ETA: 1s 18/20 [==========================>...] - ETA: 1s 19/20 [===========================>..] - ETA: 0s 20/20 [==============================] - ETA: 0s 20/20 [==============================] - 12s 634ms/step Saving marginal footprints 2022-10-04_23-39-49: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints 2022-10-04_23-39-49: 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/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR384GGJ//chrombppnet_model_encsr283tme_bias_fold_4//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/20 [>.............................] - ETA: 50s 3/20 [===>..........................] - ETA: 0s  4/20 [=====>........................] - ETA: 0s 5/20 [======>.......................] - ETA: 0s 6/20 [========>.....................] - ETA: 0s 7/20 [=========>....................] - ETA: 0s 8/20 [===========>..................] - ETA: 0s 9/20 [============>.................] - ETA: 0s 10/20 [==============>...............] - ETA: 0s 11/20 [===============>..............] - ETA: 0s 12/20 [=================>............] - ETA: 0s 14/20 [====================>.........] - ETA: 0s 16/20 [=======================>......] - ETA: 0s 17/20 [========================>.....] - ETA: 0s 19/20 [===========================>..] - ETA: 0s 20/20 [==============================] - ETA: 0s 20/20 [==============================] - 4s 61ms/step 1/20 [>.............................] - ETA: 0s 3/20 [===>..........................] - ETA: 0s 5/20 [======>.......................] - ETA: 0s 7/20 [=========>....................] - ETA: 0s 8/20 [===========>..................] - ETA: 0s 10/20 [==============>...............] - ETA: 0s 12/20 [=================>............] - ETA: 0s 14/20 [====================>.........] - ETA: 0s 16/20 [=======================>......] - ETA: 0s 18/20 [==========================>...] - ETA: 0s 20/20 [==============================] - ETA: 0s 20/20 [==============================] - 1s 51ms/step inserting motif: dnase_2 TGTACTTACGAA 1/20 [>.............................] - ETA: 0s 3/20 [===>..........................] - ETA: 0s 5/20 [======>.......................] - ETA: 0s 7/20 [=========>....................] - ETA: 0s 9/20 [============>.................] - ETA: 0s 11/20 [===============>..............] - ETA: 0s 13/20 [==================>...........] - ETA: 0s 15/20 [=====================>........] - ETA: 0s 17/20 [========================>.....] - ETA: 0s 19/20 [===========================>..] - ETA: 0s 20/20 [==============================] - 1s 50ms/step 1/20 [>.............................] - ETA: 0s 3/20 [===>..........................] - ETA: 0s 5/20 [======>.......................] - ETA: 0s 7/20 [=========>....................] - ETA: 0s 9/20 [============>.................] - ETA: 0s 11/20 [===============>..............] - ETA: 0s 13/20 [==================>...........] - ETA: 0s 15/20 [=====================>........] - ETA: 0s 17/20 [========================>.....] - ETA: 0s 19/20 [===========================>..] - ETA: 0s 20/20 [==============================] - 1s 50ms/step Saving marginal footprints