diff --git "a/fold_0/logs.models.fold_0.ENCSR638PZJ/logfile.modelling.fold_0.ENCSR638PZJ.stdout_v1.txt" "b/fold_0/logs.models.fold_0.ENCSR638PZJ/logfile.modelling.fold_0.ENCSR638PZJ.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR638PZJ/logfile.modelling.fold_0.ENCSR638PZJ.stdout_v1.txt" @@ -0,0 +1,436 @@ +2022-03-15_16-40-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//preprocessing/bigWigs/ENCSR638PZJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB_bias_0.9.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 158837 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 158837 +Number of peaks input: 41163 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 41163 +Number of non peaks input: 158836 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 158836 +Number of non peaks input: 41163 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 41163 +Number of peaks after removing outliers: 157087 +Number of nonpeaks after removing outliers: 140649 +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 + 1/4396 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ETA: 0s 4367/4396 [============================>.] - ETA: 0s 4374/4396 [============================>.] - ETA: 0s 4381/4396 [============================>.] - ETA: 0s 4388/4396 [============================>.] - ETA: 0s 4395/4396 [============================>.] - ETA: 0s 4396/4396 [==============================] - 44s 8ms/step +2022-03-15_16-52-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//preprocessing/bigWigs/ENCSR638PZJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '13.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(141636, 10) +loading nonpeaks... +got split:train for bed regions:(126418, 10) +loading peaks... +got split:valid for bed regions:(15451, 10) +loading nonpeaks... +got split:valid for bed regions:(14231, 10) +Epoch 1/50 + 1/2435 [..............................] - ETA: 6:12:57 - loss: 559.8467 - logits_profile_predictions_loss: 526.5346 - logcount_predictions_loss: 2.4494 2/2435 [..............................] - ETA: 19:48 - loss: 1028.8306 - logits_profile_predictions_loss: 551.2584 - logcount_predictions_loss: 35.1156 3/2435 [..............................] - ETA: 19:43 - loss: 1098.4953 - logits_profile_predictions_loss: 570.2652 - logcount_predictions_loss: 38.8404 4/2435 [..............................] - ETA: 19:41 - loss: 1090.5250 - logits_profile_predictions_loss: 574.3210 - logcount_predictions_loss: 37.9562 5/2435 [..............................] - ETA: 19:38 - loss: 1074.1957 - logits_profile_predictions_loss: 582.4377 - logcount_predictions_loss: 36.1587 6/2435 [..............................] - ETA: 19:37 - loss: 1051.9799 - logits_profile_predictions_loss: 586.5010 - logcount_predictions_loss: 34.2264 7/2435 [..............................] - ETA: 19:35 - loss: 1029.3192 - logits_profile_predictions_loss: 588.5899 - logcount_predictions_loss: 32.4066 8/2435 [..............................] - ETA: 19:34 - loss: 1006.7089 - logits_profile_predictions_loss: 588.6029 - logcount_predictions_loss: 30.7431 9/2435 [..............................] - ETA: 19:33 - loss: 985.9893 - logits_profile_predictions_loss: 588.2597 - logcount_predictions_loss: 29.2448  10/2435 [..............................] - ETA: 19:32 - loss: 969.7314 - logits_profile_predictions_loss: 590.0790 - logcount_predictions_loss: 27.9156 11/2435 [..............................] - ETA: 19:31 - loss: 954.7393 - logits_profile_predictions_loss: 591.3536 - logcount_predictions_loss: 26.7195 12/2435 [..............................] - ETA: 19:30 - loss: 940.7267 - logits_profile_predictions_loss: 592.0416 - logcount_predictions_loss: 25.6386 13/2435 [..............................] - ETA: 19:29 - loss: 928.3078 - logits_profile_predictions_loss: 592.8838 - logcount_predictions_loss: 24.6635 14/2435 [..............................] - ETA: 19:28 - loss: 917.1616 - logits_profile_predictions_loss: 593.7758 - logcount_predictions_loss: 23.7784 15/2435 [..............................] - ETA: 19:27 - loss: 907.2620 - logits_profile_predictions_loss: 594.8457 - logcount_predictions_loss: 22.9718 16/2435 [..............................] - ETA: 19:27 - loss: 898.1105 - logits_profile_predictions_loss: 595.7635 - logcount_predictions_loss: 22.2314 17/2435 [..............................] - ETA: 19:26 - loss: 889.8700 - logits_profile_predictions_loss: 596.7684 - logcount_predictions_loss: 21.5516 18/2435 [..............................] - ETA: 19:25 - loss: 882.0246 - logits_profile_predictions_loss: 597.4874 - logcount_predictions_loss: 20.9218 19/2435 [..............................] - ETA: 19:25 - loss: 874.8506 - logits_profile_predictions_loss: 598.2410 - logcount_predictions_loss: 20.3389 20/2435 [..............................] - ETA: 19:24 - loss: 868.2266 - logits_profile_predictions_loss: 598.9751 - logcount_predictions_loss: 19.7979 21/2435 [..............................] - ETA: 19:24 - loss: 861.9639 - logits_profile_predictions_loss: 599.5827 - logcount_predictions_loss: 19.2927 22/2435 [..............................] - ETA: 19:23 - loss: 856.0408 - logits_profile_predictions_loss: 600.0782 - logcount_predictions_loss: 18.8208 23/2435 [..............................] - ETA: 19:22 - loss: 850.9352 - logits_profile_predictions_loss: 600.9470 - logcount_predictions_loss: 18.3815 24/2435 [..............................] - ETA: 19:22 - loss: 846.1240 - logits_profile_predictions_loss: 601.7442 - logcount_predictions_loss: 17.9691 25/2435 [..............................] - ETA: 19:21 - loss: 841.7522 - logits_profile_predictions_loss: 602.6407 - logcount_predictions_loss: 17.5817 26/2435 [..............................] - ETA: 19:21 - loss: 837.5141 - logits_profile_predictions_loss: 603.3807 - logcount_predictions_loss: 17.2157 27/2435 [..............................] - ETA: 19:20 - loss: 833.3717 - logits_profile_predictions_loss: 603.9540 - logcount_predictions_loss: 16.8689 28/2435 [..............................] - ETA: 19:20 - loss: 829.5823 - logits_profile_predictions_loss: 604.6207 - logcount_predictions_loss: 16.5413 29/2435 [..............................] - ETA: 19:20 - loss: 825.8987 - logits_profile_predictions_loss: 605.1685 - logcount_predictions_loss: 16.2302 30/2435 [..............................] - ETA: 19:19 - loss: 822.5136 - logits_profile_predictions_loss: 605.7889 - logcount_predictions_loss: 15.9356 31/2435 [..............................] - ETA: 19:19 - loss: 819.2358 - logits_profile_predictions_loss: 606.3288 - logcount_predictions_loss: 15.6549 32/2435 [..............................] - ETA: 19:18 - loss: 816.1560 - logits_profile_predictions_loss: 606.8782 - logcount_predictions_loss: 15.3881 33/2435 [..............................] - ETA: 19:18 - loss: 813.2944 - logits_profile_predictions_loss: 607.4703 - logcount_predictions_loss: 15.1341 34/2435 [..............................] - ETA: 19:17 - loss: 810.6000 - logits_profile_predictions_loss: 608.0708 - logcount_predictions_loss: 14.8918 35/2435 [..............................] - ETA: 19:17 - loss: 808.0426 - logits_profile_predictions_loss: 608.6598 - logcount_predictions_loss: 14.6605 36/2435 [..............................] - ETA: 19:16 - loss: 805.4484 - logits_profile_predictions_loss: 609.0885 - logcount_predictions_loss: 14.4382 37/2435 [..............................] - ETA: 19:16 - loss: 803.0965 - logits_profile_predictions_loss: 609.6225 - logcount_predictions_loss: 14.2260 38/2435 [..............................] - ETA: 19:15 - loss: 800.8651 - logits_profile_predictions_loss: 610.1566 - logcount_predictions_loss: 14.0227 39/2435 [..............................] - ETA: 19:15 - loss: 798.6981 - logits_profile_predictions_loss: 610.6456 - logcount_predictions_loss: 13.8274 40/2435 [..............................] - ETA: 19:14 - loss: 796.5813 - logits_profile_predictions_loss: 611.0808 - logcount_predictions_loss: 13.6397 41/2435 [..............................] - ETA: 19:14 - loss: 794.5510 - logits_profile_predictions_loss: 611.5020 - logcount_predictions_loss: 13.4595 42/2435 [..............................] - ETA: 19:13 - loss: 792.5070 - logits_profile_predictions_loss: 611.8240 - logcount_predictions_loss: 13.2855 43/2435 [..............................] - ETA: 19:13 - loss: 790.6553 - logits_profile_predictions_loss: 612.2422 - logcount_predictions_loss: 13.1186 44/2435 [..............................] - ETA: 19:12 - loss: 788.8689 - logits_profile_predictions_loss: 612.6436 - logcount_predictions_loss: 12.9577 45/2435 [..............................] - ETA: 19:11 - loss: 787.1113 - logits_profile_predictions_loss: 612.9967 - logcount_predictions_loss: 12.8025 46/2435 [..............................] - ETA: 19:11 - loss: 785.3995 - logits_profile_predictions_loss: 613.3242 - logcount_predictions_loss: 12.6526 47/2435 [..............................] - ETA: 19:11 - loss: 783.9184 - logits_profile_predictions_loss: 613.8006 - logcount_predictions_loss: 12.5087 48/2435 [..............................] - ETA: 19:10 - loss: 782.5175 - logits_profile_predictions_loss: 614.2879 - logcount_predictions_loss: 12.3698 49/2435 [..............................] - ETA: 19:10 - loss: 781.2255 - logits_profile_predictions_loss: 614.8166 - logcount_predictions_loss: 12.2359 50/2435 [..............................] - ETA: 19:09 - loss: 779.9691 - 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[===>..........................] - ETA: 16:47 - loss: 684.3965 - logits_profile_predictions_loss: 615.0281 - logcount_predictions_loss: 5.1006 344/2435 [===>..........................] - ETA: 16:46 - loss: 684.2886 - logits_profile_predictions_loss: 614.9879 - logcount_predictions_loss: 5.0956 345/2435 [===>..........................] - ETA: 16:46 - loss: 684.1806 - logits_profile_predictions_loss: 614.9474 - logcount_predictions_loss: 5.0907 346/2435 [===>..........................] - ETA: 16:45 - loss: 684.0733 - logits_profile_predictions_loss: 614.9071 - logcount_predictions_loss: 5.0857 347/2435 [===>..........................] - ETA: 16:45 - loss: 683.9687 - logits_profile_predictions_loss: 614.8690 - logcount_predictions_loss: 5.0809 348/2435 [===>..........................] - ETA: 16:44 - loss: 683.8638 - logits_profile_predictions_loss: 614.8304 - logcount_predictions_loss: 5.0760 349/2435 [===>..........................] - ETA: 16:44 - loss: 683.7585 - logits_profile_predictions_loss: 614.7909 - logcount_predictions_loss: 5.0711 350/2435 [===>..........................] - ETA: 16:43 - loss: 683.6534 - logits_profile_predictions_loss: 614.7515 - logcount_predictions_loss: 5.0663 351/2435 [===>..........................] - ETA: 16:43 - loss: 683.5489 - logits_profile_predictions_loss: 614.7123 - logcount_predictions_loss: 5.0615 352/2435 [===>..........................] - ETA: 16:42 - loss: 683.4441 - logits_profile_predictions_loss: 614.6725 - logcount_predictions_loss: 5.0567 353/2435 [===>..........................] - ETA: 16:42 - loss: 683.3400 - logits_profile_predictions_loss: 614.6330 - logcount_predictions_loss: 5.0520 354/2435 [===>..........................] - ETA: 16:41 - loss: 683.2366 - logits_profile_predictions_loss: 614.5939 - logcount_predictions_loss: 5.0473 355/2435 [===>..........................] - ETA: 16:41 - loss: 683.1332 - logits_profile_predictions_loss: 614.5545 - logcount_predictions_loss: 5.0425 356/2435 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logits_profile_predictions_loss: 614.2828 - logcount_predictions_loss: 5.0102 363/2435 [===>..........................] - ETA: 16:37 - loss: 682.3228 - logits_profile_predictions_loss: 614.2453 - logcount_predictions_loss: 5.0057 364/2435 [===>..........................] - ETA: 16:37 - loss: 682.2237 - logits_profile_predictions_loss: 614.2074 - logcount_predictions_loss: 5.0012 365/2435 [===>..........................] - ETA: 16:36 - loss: 682.1250 - logits_profile_predictions_loss: 614.1697 - logcount_predictions_loss: 4.9967 366/2435 [===>..........................] - ETA: 16:36 - loss: 682.0258 - logits_profile_predictions_loss: 614.1311 - logcount_predictions_loss: 4.9923 367/2435 [===>..........................] - ETA: 16:35 - loss: 681.9264 - logits_profile_predictions_loss: 614.0921 - logcount_predictions_loss: 4.9878 368/2435 [===>..........................] - ETA: 16:35 - loss: 681.8276 - logits_profile_predictions_loss: 614.0534 - logcount_predictions_loss: 4.9834 369/2435 [===>..........................] - ETA: 16:34 - loss: 681.7290 - logits_profile_predictions_loss: 614.0146 - logcount_predictions_loss: 4.9790 370/2435 [===>..........................] - ETA: 16:34 - loss: 681.6307 - logits_profile_predictions_loss: 613.9760 - logcount_predictions_loss: 4.9746 371/2435 [===>..........................] - ETA: 16:33 - loss: 681.5328 - logits_profile_predictions_loss: 613.9373 - logcount_predictions_loss: 4.9703 372/2435 [===>..........................] - ETA: 16:33 - loss: 681.4348 - logits_profile_predictions_loss: 613.8984 - logcount_predictions_loss: 4.9659 373/2435 [===>..........................] - ETA: 16:32 - loss: 681.3380 - logits_profile_predictions_loss: 613.8602 - logcount_predictions_loss: 4.9616 374/2435 [===>..........................] - ETA: 16:32 - loss: 681.2417 - logits_profile_predictions_loss: 613.8223 - logcount_predictions_loss: 4.9573 375/2435 [===>..........................] - ETA: 16:31 - loss: 681.1455 - logits_profile_predictions_loss: 613.7841 - logcount_predictions_loss: 4.9530 376/2435 [===>..........................] - ETA: 16:31 - loss: 681.0489 - logits_profile_predictions_loss: 613.7455 - logcount_predictions_loss: 4.9488 377/2435 [===>..........................] - ETA: 16:30 - loss: 680.9527 - logits_profile_predictions_loss: 613.7069 - logcount_predictions_loss: 4.9445 378/2435 [===>..........................] - ETA: 16:30 - loss: 680.8576 - logits_profile_predictions_loss: 613.6692 - logcount_predictions_loss: 4.9403 379/2435 [===>..........................] - ETA: 16:29 - loss: 680.7634 - logits_profile_predictions_loss: 613.6321 - logcount_predictions_loss: 4.9361 380/2435 [===>..........................] - ETA: 16:29 - loss: 680.6692 - logits_profile_predictions_loss: 613.5947 - logcount_predictions_loss: 4.9319 381/2435 [===>..........................] - ETA: 16:28 - loss: 680.5748 - logits_profile_predictions_loss: 613.5568 - logcount_predictions_loss: 4.9278 382/2435 [===>..........................] - ETA: 16:28 - loss: 680.4808 - logits_profile_predictions_loss: 613.5192 - logcount_predictions_loss: 4.9236 383/2435 [===>..........................] - ETA: 16:28 - loss: 680.3876 - logits_profile_predictions_loss: 613.4821 - logcount_predictions_loss: 4.9195 384/2435 [===>..........................] - ETA: 16:27 - loss: 680.2953 - logits_profile_predictions_loss: 613.4455 - logcount_predictions_loss: 4.9154 385/2435 [===>..........................] - ETA: 16:27 - loss: 680.2032 - logits_profile_predictions_loss: 613.4090 - logcount_predictions_loss: 4.9113 386/2435 [===>..........................] - ETA: 16:26 - loss: 680.1123 - logits_profile_predictions_loss: 613.3732 - logcount_predictions_loss: 4.9073 387/2435 [===>..........................] - ETA: 16:26 - loss: 680.0227 - logits_profile_predictions_loss: 613.3384 - logcount_predictions_loss: 4.9033 388/2435 [===>..........................] - ETA: 16:25 - loss: 679.9331 - logits_profile_predictions_loss: 613.3034 - logcount_predictions_loss: 4.8992 389/2435 [===>..........................] - ETA: 16:25 - loss: 679.8434 - logits_profile_predictions_loss: 613.2682 - logcount_predictions_loss: 4.8952 390/2435 [===>..........................] - ETA: 16:24 - loss: 679.7537 - logits_profile_predictions_loss: 613.2327 - logcount_predictions_loss: 4.8912 391/2435 [===>..........................] - ETA: 16:24 - loss: 679.6647 - logits_profile_predictions_loss: 613.1977 - logcount_predictions_loss: 4.8873 392/2435 [===>..........................] - ETA: 16:23 - loss: 679.5765 - logits_profile_predictions_loss: 613.1632 - logcount_predictions_loss: 4.8833 393/2435 [===>..........................] - ETA: 16:23 - loss: 679.4887 - logits_profile_predictions_loss: 613.1288 - logcount_predictions_loss: 4.8794 394/2435 [===>..........................] - ETA: 16:22 - loss: 679.4021 - logits_profile_predictions_loss: 613.0953 - logcount_predictions_loss: 4.8755 395/2435 [===>..........................] - ETA: 16:22 - loss: 679.3155 - logits_profile_predictions_loss: 613.0616 - logcount_predictions_loss: 4.8716 396/2435 [===>..........................] - ETA: 16:21 - loss: 679.2283 - logits_profile_predictions_loss: 613.0273 - logcount_predictions_loss: 4.8677 397/2435 [===>..........................] - ETA: 16:21 - loss: 679.1406 - logits_profile_predictions_loss: 612.9922 - logcount_predictions_loss: 4.8639 398/2435 [===>..........................] - ETA: 16:20 - loss: 679.0532 - logits_profile_predictions_loss: 612.9571 - logcount_predictions_loss: 4.8600 399/2435 [===>..........................] - ETA: 16:20 - loss: 678.9653 - logits_profile_predictions_loss: 612.9214 - logcount_predictions_loss: 4.8562 400/2435 [===>..........................] - ETA: 16:19 - loss: 678.8772 - logits_profile_predictions_loss: 612.8853 - logcount_predictions_loss: 4.8523 401/2435 [===>..........................] - ETA: 16:19 - loss: 678.7890 - logits_profile_predictions_loss: 612.8489 - logcount_predictions_loss: 4.8485 402/2435 [===>..........................] - ETA: 16:18 - loss: 678.7009 - logits_profile_predictions_loss: 612.8124 - logcount_predictions_loss: 4.8447 403/2435 [===>..........................] - ETA: 16:18 - loss: 678.6128 - logits_profile_predictions_loss: 612.7757 - logcount_predictions_loss: 4.8410 404/2435 [===>..........................] - ETA: 16:17 - loss: 678.5258 - logits_profile_predictions_loss: 612.7398 - logcount_predictions_loss: 4.8372 405/2435 [===>..........................] - ETA: 16:17 - loss: 678.4384 - logits_profile_predictions_loss: 612.7033 - logcount_predictions_loss: 4.8335 406/2435 [====>.........................] - ETA: 16:16 - loss: 678.3505 - logits_profile_predictions_loss: 612.6662 - logcount_predictions_loss: 4.8297 407/2435 [====>.........................] - ETA: 16:16 - loss: 678.2620 - logits_profile_predictions_loss: 612.6283 - logcount_predictions_loss: 4.8260 408/2435 [====>.........................] - ETA: 16:15 - loss: 678.1741 - logits_profile_predictions_loss: 612.5908 - logcount_predictions_loss: 4.8223 409/2435 [====>.........................] - ETA: 16:15 - loss: 678.0869 - logits_profile_predictions_loss: 612.5539 - logcount_predictions_loss: 4.8186 410/2435 [====>.........................] - ETA: 16:14 - loss: 678.0005 - logits_profile_predictions_loss: 612.5173 - logcount_predictions_loss: 4.8149 411/2435 [====>.........................] - ETA: 16:14 - loss: 677.9143 - logits_profile_predictions_loss: 612.4809 - logcount_predictions_loss: 4.8113 412/2435 [====>.........................] - ETA: 16:14 - loss: 677.8285 - logits_profile_predictions_loss: 612.4444 - logcount_predictions_loss: 4.8076 413/2435 [====>.........................] - ETA: 16:13 - loss: 677.7426 - logits_profile_predictions_loss: 612.4079 - logcount_predictions_loss: 4.8040 414/2435 [====>.........................] - ETA: 16:13 - loss: 677.6571 - logits_profile_predictions_loss: 612.3715 - logcount_predictions_loss: 4.8004 415/2435 [====>.........................] - ETA: 16:12 - loss: 677.5722 - logits_profile_predictions_loss: 612.3354 - logcount_predictions_loss: 4.7968 416/2435 [====>.........................] - ETA: 16:12 - loss: 677.4882 - logits_profile_predictions_loss: 612.2999 - logcount_predictions_loss: 4.7933 417/2435 [====>.........................] - ETA: 16:11 - loss: 677.4042 - logits_profile_predictions_loss: 612.2643 - logcount_predictions_loss: 4.7897 418/2435 [====>.........................] - ETA: 16:11 - loss: 677.3207 - logits_profile_predictions_loss: 612.2290 - logcount_predictions_loss: 4.7862 419/2435 [====>.........................] - ETA: 16:10 - loss: 677.2376 - logits_profile_predictions_loss: 612.1939 - logcount_predictions_loss: 4.7826 420/2435 [====>.........................] - ETA: 16:10 - loss: 677.1553 - logits_profile_predictions_loss: 612.1592 - logcount_predictions_loss: 4.7791 421/2435 [====>.........................] - ETA: 16:09 - loss: 677.0729 - logits_profile_predictions_loss: 612.1244 - logcount_predictions_loss: 4.7756 422/2435 [====>.........................] - ETA: 16:09 - loss: 676.9906 - logits_profile_predictions_loss: 612.0895 - logcount_predictions_loss: 4.7721 423/2435 [====>.........................] - ETA: 16:08 - loss: 676.9091 - logits_profile_predictions_loss: 612.0551 - logcount_predictions_loss: 4.7687 424/2435 [====>.........................] - ETA: 16:08 - loss: 676.8278 - logits_profile_predictions_loss: 612.0208 - logcount_predictions_loss: 4.7652 425/2435 [====>.........................] - ETA: 16:07 - loss: 676.7469 - logits_profile_predictions_loss: 611.9867 - logcount_predictions_loss: 4.7618 426/2435 [====>.........................] - ETA: 16:07 - loss: 676.6662 - logits_profile_predictions_loss: 611.9526 - logcount_predictions_loss: 4.7584 427/2435 [====>.........................] - ETA: 16:06 - loss: 676.5863 - logits_profile_predictions_loss: 611.9190 - logcount_predictions_loss: 4.7549 428/2435 [====>.........................] - ETA: 16:06 - loss: 676.5069 - logits_profile_predictions_loss: 611.8858 - logcount_predictions_loss: 4.7516 429/2435 [====>.........................] - ETA: 16:05 - loss: 676.4282 - logits_profile_predictions_loss: 611.8529 - logcount_predictions_loss: 4.7482 430/2435 [====>.........................] - ETA: 16:05 - loss: 676.3492 - logits_profile_predictions_loss: 611.8197 - logcount_predictions_loss: 4.7448 431/2435 [====>.........................] - ETA: 16:04 - loss: 676.2705 - logits_profile_predictions_loss: 611.7866 - logcount_predictions_loss: 4.7415 432/2435 [====>.........................] - ETA: 16:04 - loss: 676.1923 - logits_profile_predictions_loss: 611.7537 - logcount_predictions_loss: 4.7381 433/2435 [====>.........................] - ETA: 16:03 - loss: 676.1153 - logits_profile_predictions_loss: 611.7218 - logcount_predictions_loss: 4.7348 434/2435 [====>.........................] - ETA: 16:03 - loss: 676.0381 - logits_profile_predictions_loss: 611.6895 - logcount_predictions_loss: 4.7315 435/2435 [====>.........................] - ETA: 16:02 - loss: 675.9615 - logits_profile_predictions_loss: 611.6576 - logcount_predictions_loss: 4.7282 436/2435 [====>.........................] - ETA: 16:02 - loss: 675.8848 - logits_profile_predictions_loss: 611.6255 - logcount_predictions_loss: 4.7249 437/2435 [====>.........................] - ETA: 16:01 - loss: 675.8086 - logits_profile_predictions_loss: 611.5936 - logcount_predictions_loss: 4.7217 438/2435 [====>.........................] - ETA: 16:01 - loss: 675.7323 - logits_profile_predictions_loss: 611.5615 - logcount_predictions_loss: 4.7184 439/2435 [====>.........................] - ETA: 16:01 - loss: 675.6557 - logits_profile_predictions_loss: 611.5290 - logcount_predictions_loss: 4.7152 440/2435 [====>.........................] - ETA: 16:00 - loss: 675.5790 - logits_profile_predictions_loss: 611.4962 - logcount_predictions_loss: 4.7120 441/2435 [====>.........................] - ETA: 16:00 - loss: 675.5016 - logits_profile_predictions_loss: 611.4626 - logcount_predictions_loss: 4.7087 442/2435 [====>.........................] - ETA: 15:59 - loss: 675.4241 - logits_profile_predictions_loss: 611.4288 - logcount_predictions_loss: 4.7055 443/2435 [====>.........................] - ETA: 15:59 - loss: 675.3466 - logits_profile_predictions_loss: 611.3948 - logcount_predictions_loss: 4.7023 444/2435 [====>.........................] - ETA: 15:58 - loss: 675.2693 - logits_profile_predictions_loss: 611.3609 - logcount_predictions_loss: 4.6991 445/2435 [====>.........................] - ETA: 15:58 - loss: 675.1922 - logits_profile_predictions_loss: 611.3270 - logcount_predictions_loss: 4.6960 446/2435 [====>.........................] - ETA: 15:57 - loss: 675.1155 - logits_profile_predictions_loss: 611.2933 - logcount_predictions_loss: 4.6928 447/2435 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logits_profile_predictions_loss: 532.9523 - logcount_predictions_loss: 0.5494 383/2435 [===>..........................] - ETA: 16:27 - loss: 540.4285 - logits_profile_predictions_loss: 532.9557 - logcount_predictions_loss: 0.5495 384/2435 [===>..........................] - ETA: 16:27 - loss: 540.4324 - logits_profile_predictions_loss: 532.9588 - logcount_predictions_loss: 0.5495 385/2435 [===>..........................] - ETA: 16:26 - loss: 540.4362 - logits_profile_predictions_loss: 532.9620 - logcount_predictions_loss: 0.5496 386/2435 [===>..........................] - ETA: 16:26 - loss: 540.4397 - logits_profile_predictions_loss: 532.9648 - logcount_predictions_loss: 0.5496 387/2435 [===>..........................] - ETA: 16:25 - loss: 540.4436 - logits_profile_predictions_loss: 532.9681 - logcount_predictions_loss: 0.5496 388/2435 [===>..........................] - ETA: 16:25 - loss: 540.4479 - logits_profile_predictions_loss: 532.9718 - logcount_predictions_loss: 0.5497 389/2435 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logits_profile_predictions_loss: 532.9977 - logcount_predictions_loss: 0.5500 396/2435 [===>..........................] - ETA: 16:21 - loss: 540.4822 - logits_profile_predictions_loss: 533.0014 - logcount_predictions_loss: 0.5500 397/2435 [===>..........................] - ETA: 16:20 - loss: 540.4865 - logits_profile_predictions_loss: 533.0051 - logcount_predictions_loss: 0.5501 398/2435 [===>..........................] - ETA: 16:20 - loss: 540.4904 - logits_profile_predictions_loss: 533.0086 - logcount_predictions_loss: 0.5501 399/2435 [===>..........................] - ETA: 16:20 - loss: 540.4954 - logits_profile_predictions_loss: 533.0129 - logcount_predictions_loss: 0.5502 400/2435 [===>..........................] - ETA: 16:19 - loss: 540.5000 - logits_profile_predictions_loss: 533.0170 - logcount_predictions_loss: 0.5502 401/2435 [===>..........................] - ETA: 16:19 - loss: 540.5040 - logits_profile_predictions_loss: 533.0204 - logcount_predictions_loss: 0.5502 402/2435 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[====>.........................] - ETA: 16:05 - loss: 540.5810 - logits_profile_predictions_loss: 533.0825 - logcount_predictions_loss: 0.5513 429/2435 [====>.........................] - ETA: 16:05 - loss: 540.5839 - logits_profile_predictions_loss: 533.0849 - logcount_predictions_loss: 0.5514 430/2435 [====>.........................] - ETA: 16:05 - loss: 540.5863 - logits_profile_predictions_loss: 533.0868 - logcount_predictions_loss: 0.5514 431/2435 [====>.........................] - ETA: 16:04 - loss: 540.5891 - logits_profile_predictions_loss: 533.0891 - logcount_predictions_loss: 0.5515 432/2435 [====>.........................] - ETA: 16:04 - loss: 540.5914 - logits_profile_predictions_loss: 533.0908 - logcount_predictions_loss: 0.5515 433/2435 [====>.........................] - ETA: 16:03 - loss: 540.5936 - logits_profile_predictions_loss: 533.0925 - logcount_predictions_loss: 0.5515 434/2435 [====>.........................] - ETA: 16:03 - loss: 540.5958 - 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[====>.........................] - ETA: 15:53 - loss: 540.6394 - logits_profile_predictions_loss: 533.1268 - logcount_predictions_loss: 0.5524 455/2435 [====>.........................] - ETA: 15:52 - loss: 540.6417 - logits_profile_predictions_loss: 533.1286 - logcount_predictions_loss: 0.5524 456/2435 [====>.........................] - ETA: 15:52 - loss: 540.6442 - logits_profile_predictions_loss: 533.1306 - logcount_predictions_loss: 0.5525 457/2435 [====>.........................] - ETA: 15:51 - loss: 540.6468 - logits_profile_predictions_loss: 533.1326 - logcount_predictions_loss: 0.5525 458/2435 [====>.........................] - ETA: 15:51 - loss: 540.6491 - logits_profile_predictions_loss: 533.1344 - logcount_predictions_loss: 0.5525 459/2435 [====>.........................] - ETA: 15:51 - loss: 540.6516 - logits_profile_predictions_loss: 533.1363 - logcount_predictions_loss: 0.5526 460/2435 [====>.........................] - ETA: 15:50 - loss: 540.6541 - 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[====>.........................] - ETA: 15:47 - loss: 540.6728 - logits_profile_predictions_loss: 533.1533 - logcount_predictions_loss: 0.5529 468/2435 [====>.........................] - ETA: 15:46 - loss: 540.6753 - logits_profile_predictions_loss: 533.1553 - logcount_predictions_loss: 0.5529 469/2435 [====>.........................] - ETA: 15:46 - loss: 540.6778 - logits_profile_predictions_loss: 533.1573 - logcount_predictions_loss: 0.5530 470/2435 [====>.........................] - ETA: 15:45 - loss: 540.6806 - logits_profile_predictions_loss: 533.1596 - logcount_predictions_loss: 0.5530 471/2435 [====>.........................] - ETA: 15:45 - loss: 540.6832 - logits_profile_predictions_loss: 533.1617 - logcount_predictions_loss: 0.5530 472/2435 [====>.........................] - ETA: 15:44 - loss: 540.6862 - logits_profile_predictions_loss: 533.1641 - logcount_predictions_loss: 0.5531 473/2435 [====>.........................] - ETA: 15:44 - loss: 540.6891 - 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loss: 538.9182 - logits_profile_predictions_loss: 531.4030 - logcount_predictions_loss: 0.5526 2431/2435 [============================>.] - ETA: 1s - loss: 538.9168 - logits_profile_predictions_loss: 531.4017 - logcount_predictions_loss: 0.5525 2432/2435 [============================>.] - ETA: 1s - loss: 538.9154 - logits_profile_predictions_loss: 531.4003 - logcount_predictions_loss: 0.5525 2433/2435 [============================>.] - ETA: 0s - loss: 538.9140 - logits_profile_predictions_loss: 531.3990 - logcount_predictions_loss: 0.5525 2434/2435 [============================>.] - ETA: 0s - loss: 538.9126 - logits_profile_predictions_loss: 531.3976 - logcount_predictions_loss: 0.5525 2435/2435 [==============================] - ETA: 0s - loss: 538.9112 - logits_profile_predictions_loss: 531.3963 - logcount_predictions_loss: 0.5525 2435/2435 [==============================] - 1218s 500ms/step - loss: 538.9098 - logits_profile_predictions_loss: 531.3950 - logcount_predictions_loss: 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[..............................] - ETA: 19:24 - loss: 492.0356 - logits_profile_predictions_loss: 484.9046 - logcount_predictions_loss: 0.5243 13/2435 [..............................] - ETA: 19:24 - loss: 492.5109 - logits_profile_predictions_loss: 485.3975 - logcount_predictions_loss: 0.5230 14/2435 [..............................] - ETA: 19:23 - loss: 492.8947 - logits_profile_predictions_loss: 485.7812 - logcount_predictions_loss: 0.5231 15/2435 [..............................] - ETA: 19:23 - loss: 493.5040 - logits_profile_predictions_loss: 486.3919 - logcount_predictions_loss: 0.5229 16/2435 [..............................] - ETA: 19:22 - loss: 494.2752 - logits_profile_predictions_loss: 487.1635 - logcount_predictions_loss: 0.5229 17/2435 [..............................] - ETA: 19:22 - loss: 495.0957 - logits_profile_predictions_loss: 487.9888 - logcount_predictions_loss: 0.5226 18/2435 [..............................] - ETA: 19:21 - loss: 495.6657 - 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[..............................] - ETA: 19:18 - loss: 497.1341 - logits_profile_predictions_loss: 490.0202 - logcount_predictions_loss: 0.5231 26/2435 [..............................] - ETA: 19:17 - loss: 497.1825 - logits_profile_predictions_loss: 490.0738 - logcount_predictions_loss: 0.5227 27/2435 [..............................] - ETA: 19:17 - loss: 497.3224 - logits_profile_predictions_loss: 490.2202 - logcount_predictions_loss: 0.5222 28/2435 [..............................] - ETA: 19:16 - loss: 497.5299 - logits_profile_predictions_loss: 490.4329 - logcount_predictions_loss: 0.5218 29/2435 [..............................] - ETA: 19:16 - loss: 497.5934 - logits_profile_predictions_loss: 490.5013 - logcount_predictions_loss: 0.5215 30/2435 [..............................] - ETA: 19:15 - loss: 497.7352 - logits_profile_predictions_loss: 490.6495 - logcount_predictions_loss: 0.5210 31/2435 [..............................] - ETA: 19:15 - loss: 498.0020 - 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[..............................] - ETA: 19:11 - loss: 499.6725 - logits_profile_predictions_loss: 492.6508 - logcount_predictions_loss: 0.5163 39/2435 [..............................] - ETA: 19:11 - loss: 499.8961 - logits_profile_predictions_loss: 492.8821 - logcount_predictions_loss: 0.5157 40/2435 [..............................] - ETA: 19:10 - loss: 500.1100 - logits_profile_predictions_loss: 493.1037 - logcount_predictions_loss: 0.5152 41/2435 [..............................] - ETA: 19:10 - loss: 500.3810 - logits_profile_predictions_loss: 493.3825 - logcount_predictions_loss: 0.5146 42/2435 [..............................] - ETA: 19:10 - loss: 500.6718 - logits_profile_predictions_loss: 493.6810 - logcount_predictions_loss: 0.5140 43/2435 [..............................] - ETA: 19:09 - loss: 500.9754 - logits_profile_predictions_loss: 493.9925 - logcount_predictions_loss: 0.5134 44/2435 [..............................] - ETA: 19:09 - loss: 501.2225 - 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[..............................] - ETA: 19:05 - loss: 502.7074 - logits_profile_predictions_loss: 495.7748 - logcount_predictions_loss: 0.5098 52/2435 [..............................] - ETA: 19:05 - loss: 502.9167 - logits_profile_predictions_loss: 495.9903 - logcount_predictions_loss: 0.5093 53/2435 [..............................] - ETA: 19:05 - loss: 503.1402 - logits_profile_predictions_loss: 496.2198 - logcount_predictions_loss: 0.5088 54/2435 [..............................] - ETA: 19:04 - loss: 503.3648 - logits_profile_predictions_loss: 496.4507 - logcount_predictions_loss: 0.5084 55/2435 [..............................] - ETA: 19:04 - loss: 503.5637 - logits_profile_predictions_loss: 496.6556 - logcount_predictions_loss: 0.5079 56/2435 [..............................] - ETA: 19:04 - loss: 503.7437 - logits_profile_predictions_loss: 496.8418 - logcount_predictions_loss: 0.5075 57/2435 [..............................] - ETA: 19:03 - loss: 503.8839 - 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[..............................] - ETA: 19:00 - loss: 504.7968 - logits_profile_predictions_loss: 497.9421 - logcount_predictions_loss: 0.5040 65/2435 [..............................] - ETA: 18:59 - loss: 504.9292 - logits_profile_predictions_loss: 498.0805 - logcount_predictions_loss: 0.5036 66/2435 [..............................] - ETA: 18:59 - loss: 505.0640 - logits_profile_predictions_loss: 498.2212 - logcount_predictions_loss: 0.5031 67/2435 [..............................] - ETA: 18:58 - loss: 505.1972 - logits_profile_predictions_loss: 498.3599 - logcount_predictions_loss: 0.5027 68/2435 [..............................] - ETA: 18:58 - loss: 505.3152 - logits_profile_predictions_loss: 498.4832 - logcount_predictions_loss: 0.5024 69/2435 [..............................] - ETA: 18:57 - loss: 505.4287 - logits_profile_predictions_loss: 498.6018 - logcount_predictions_loss: 0.5020 70/2435 [..............................] - ETA: 18:57 - loss: 505.5162 - 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[..............................] - ETA: 19:24 - loss: 508.5910 - logits_profile_predictions_loss: 502.0318 - logcount_predictions_loss: 0.4823 14/2435 [..............................] - ETA: 19:23 - loss: 509.6569 - logits_profile_predictions_loss: 503.1221 - logcount_predictions_loss: 0.4805 15/2435 [..............................] - ETA: 19:23 - loss: 510.8178 - logits_profile_predictions_loss: 504.3046 - logcount_predictions_loss: 0.4789 16/2435 [..............................] - ETA: 19:22 - loss: 512.0389 - logits_profile_predictions_loss: 505.5501 - logcount_predictions_loss: 0.4771 17/2435 [..............................] - ETA: 19:22 - loss: 513.1185 - logits_profile_predictions_loss: 506.6573 - logcount_predictions_loss: 0.4751 18/2435 [..............................] - ETA: 19:22 - loss: 514.0115 - logits_profile_predictions_loss: 507.5817 - logcount_predictions_loss: 0.4728 19/2435 [..............................] - ETA: 19:21 - loss: 514.9433 - 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[..............................] - ETA: 19:17 - loss: 518.1730 - logits_profile_predictions_loss: 511.8614 - logcount_predictions_loss: 0.4641 27/2435 [..............................] - ETA: 19:17 - loss: 518.2145 - logits_profile_predictions_loss: 511.9077 - logcount_predictions_loss: 0.4637 28/2435 [..............................] - ETA: 19:16 - loss: 518.2598 - logits_profile_predictions_loss: 511.9598 - logcount_predictions_loss: 0.4632 29/2435 [..............................] - ETA: 19:16 - loss: 518.3927 - logits_profile_predictions_loss: 512.0977 - logcount_predictions_loss: 0.4629 30/2435 [..............................] - ETA: 19:15 - loss: 518.5045 - logits_profile_predictions_loss: 512.2145 - logcount_predictions_loss: 0.4625 31/2435 [..............................] - ETA: 19:15 - loss: 518.5372 - logits_profile_predictions_loss: 512.2520 - logcount_predictions_loss: 0.4621 32/2435 [..............................] - ETA: 19:14 - loss: 518.5738 - 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[..............................] - ETA: 19:11 - loss: 518.8902 - logits_profile_predictions_loss: 512.6432 - logcount_predictions_loss: 0.4593 40/2435 [..............................] - ETA: 19:11 - loss: 518.9585 - logits_profile_predictions_loss: 512.7162 - logcount_predictions_loss: 0.4590 41/2435 [..............................] - ETA: 19:10 - loss: 519.0489 - logits_profile_predictions_loss: 512.8106 - logcount_predictions_loss: 0.4587 42/2435 [..............................] - ETA: 19:10 - loss: 519.1330 - logits_profile_predictions_loss: 512.8974 - logcount_predictions_loss: 0.4585 43/2435 [..............................] - ETA: 19:10 - loss: 519.1825 - logits_profile_predictions_loss: 512.9501 - logcount_predictions_loss: 0.4583 44/2435 [..............................] - ETA: 19:09 - loss: 519.2737 - logits_profile_predictions_loss: 513.0448 - logcount_predictions_loss: 0.4580 45/2435 [..............................] - ETA: 19:09 - loss: 519.3446 - 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[===>..........................] - ETA: 16:36 - loss: 521.3145 - logits_profile_predictions_loss: 515.1143 - logcount_predictions_loss: 0.4559 365/2435 [===>..........................] - ETA: 16:35 - loss: 521.3090 - logits_profile_predictions_loss: 515.1086 - logcount_predictions_loss: 0.4559 366/2435 [===>..........................] - ETA: 16:35 - loss: 521.3034 - logits_profile_predictions_loss: 515.1031 - logcount_predictions_loss: 0.4559 367/2435 [===>..........................] - ETA: 16:34 - loss: 521.2986 - logits_profile_predictions_loss: 515.0981 - logcount_predictions_loss: 0.4559 368/2435 [===>..........................] - ETA: 16:34 - loss: 521.2944 - logits_profile_predictions_loss: 515.0939 - logcount_predictions_loss: 0.4559 369/2435 [===>..........................] - ETA: 16:33 - loss: 521.2895 - logits_profile_predictions_loss: 515.0888 - logcount_predictions_loss: 0.4559 370/2435 [===>..........................] - ETA: 16:33 - loss: 521.2850 - 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[===>..........................] - ETA: 16:30 - loss: 521.2600 - logits_profile_predictions_loss: 515.0586 - logcount_predictions_loss: 0.4560 378/2435 [===>..........................] - ETA: 16:29 - loss: 521.2572 - logits_profile_predictions_loss: 515.0557 - logcount_predictions_loss: 0.4560 379/2435 [===>..........................] - ETA: 16:29 - loss: 521.2545 - logits_profile_predictions_loss: 515.0528 - logcount_predictions_loss: 0.4560 380/2435 [===>..........................] - ETA: 16:28 - loss: 521.2515 - logits_profile_predictions_loss: 515.0497 - logcount_predictions_loss: 0.4560 381/2435 [===>..........................] - ETA: 16:28 - loss: 521.2489 - logits_profile_predictions_loss: 515.0470 - logcount_predictions_loss: 0.4560 382/2435 [===>..........................] - ETA: 16:27 - loss: 521.2466 - logits_profile_predictions_loss: 515.0445 - logcount_predictions_loss: 0.4560 383/2435 [===>..........................] - ETA: 16:27 - loss: 521.2446 - 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[===>..........................] - ETA: 16:23 - loss: 521.2285 - logits_profile_predictions_loss: 515.0255 - logcount_predictions_loss: 0.4561 391/2435 [===>..........................] - ETA: 16:23 - loss: 521.2256 - logits_profile_predictions_loss: 515.0225 - logcount_predictions_loss: 0.4561 392/2435 [===>..........................] - ETA: 16:22 - loss: 521.2221 - logits_profile_predictions_loss: 515.0190 - logcount_predictions_loss: 0.4561 393/2435 [===>..........................] - ETA: 16:22 - loss: 521.2188 - logits_profile_predictions_loss: 515.0156 - logcount_predictions_loss: 0.4561 394/2435 [===>..........................] - ETA: 16:21 - loss: 521.2158 - logits_profile_predictions_loss: 515.0124 - logcount_predictions_loss: 0.4561 395/2435 [===>..........................] - ETA: 16:21 - loss: 521.2124 - logits_profile_predictions_loss: 515.0089 - logcount_predictions_loss: 0.4561 396/2435 [===>..........................] - ETA: 16:20 - loss: 521.2088 - 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[====>.........................] - ETA: 16:11 - loss: 521.1406 - logits_profile_predictions_loss: 514.9351 - logcount_predictions_loss: 0.4563 417/2435 [====>.........................] - ETA: 16:10 - loss: 521.1392 - logits_profile_predictions_loss: 514.9336 - logcount_predictions_loss: 0.4563 418/2435 [====>.........................] - ETA: 16:10 - loss: 521.1378 - logits_profile_predictions_loss: 514.9321 - logcount_predictions_loss: 0.4563 419/2435 [====>.........................] - ETA: 16:09 - loss: 521.1359 - logits_profile_predictions_loss: 514.9302 - logcount_predictions_loss: 0.4563 420/2435 [====>.........................] - ETA: 16:09 - loss: 521.1344 - logits_profile_predictions_loss: 514.9286 - logcount_predictions_loss: 0.4563 421/2435 [====>.........................] - ETA: 16:08 - loss: 521.1325 - logits_profile_predictions_loss: 514.9267 - logcount_predictions_loss: 0.4563 422/2435 [====>.........................] - ETA: 16:08 - loss: 521.1311 - 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[====>.........................] - ETA: 16:05 - loss: 521.1223 - logits_profile_predictions_loss: 514.9161 - logcount_predictions_loss: 0.4563 430/2435 [====>.........................] - ETA: 16:04 - loss: 521.1204 - logits_profile_predictions_loss: 514.9142 - logcount_predictions_loss: 0.4563 431/2435 [====>.........................] - ETA: 16:04 - loss: 521.1189 - logits_profile_predictions_loss: 514.9127 - logcount_predictions_loss: 0.4563 432/2435 [====>.........................] - ETA: 16:03 - loss: 521.1173 - logits_profile_predictions_loss: 514.9110 - logcount_predictions_loss: 0.4564 433/2435 [====>.........................] - ETA: 16:03 - loss: 521.1156 - logits_profile_predictions_loss: 514.9093 - logcount_predictions_loss: 0.4564 434/2435 [====>.........................] - ETA: 16:02 - loss: 521.1137 - logits_profile_predictions_loss: 514.9074 - logcount_predictions_loss: 0.4564 435/2435 [====>.........................] - ETA: 16:02 - loss: 521.1118 - logits_profile_predictions_loss: 514.9054 - logcount_predictions_loss: 0.4564 436/2435 [====>.........................] - ETA: 16:01 - loss: 521.1103 - logits_profile_predictions_loss: 514.9039 - logcount_predictions_loss: 0.4564 437/2435 [====>.........................] - ETA: 16:01 - loss: 521.1088 - logits_profile_predictions_loss: 514.9023 - logcount_predictions_loss: 0.4564 438/2435 [====>.........................] - ETA: 16:00 - loss: 521.1072 - logits_profile_predictions_loss: 514.9006 - logcount_predictions_loss: 0.4564 439/2435 [====>.........................] - ETA: 16:00 - loss: 521.1058 - logits_profile_predictions_loss: 514.8992 - logcount_predictions_loss: 0.4564 440/2435 [====>.........................] - ETA: 15:59 - loss: 521.1047 - logits_profile_predictions_loss: 514.8981 - logcount_predictions_loss: 0.4564 441/2435 [====>.........................] - ETA: 15:59 - loss: 521.1036 - logits_profile_predictions_loss: 514.8969 - logcount_predictions_loss: 0.4564 442/2435 [====>.........................] - ETA: 15:58 - loss: 521.1021 - logits_profile_predictions_loss: 514.8953 - logcount_predictions_loss: 0.4564 443/2435 [====>.........................] - ETA: 15:58 - loss: 521.1007 - logits_profile_predictions_loss: 514.8939 - logcount_predictions_loss: 0.4564 444/2435 [====>.........................] - ETA: 15:57 - loss: 521.0993 - logits_profile_predictions_loss: 514.8924 - logcount_predictions_loss: 0.4564 445/2435 [====>.........................] - ETA: 15:57 - loss: 521.0979 - logits_profile_predictions_loss: 514.8911 - logcount_predictions_loss: 0.4564 446/2435 [====>.........................] - ETA: 15:56 - loss: 521.0961 - logits_profile_predictions_loss: 514.8892 - logcount_predictions_loss: 0.4564 447/2435 [====>.........................] - ETA: 15:56 - loss: 521.0947 - logits_profile_predictions_loss: 514.8877 - logcount_predictions_loss: 0.4564 448/2435 [====>.........................] - ETA: 15:55 - loss: 521.0931 - logits_profile_predictions_loss: 514.8861 - logcount_predictions_loss: 0.4564 449/2435 [====>.........................] - ETA: 15:55 - loss: 521.0916 - logits_profile_predictions_loss: 514.8846 - logcount_predictions_loss: 0.4564 450/2435 [====>.........................] - ETA: 15:54 - loss: 521.0900 - logits_profile_predictions_loss: 514.8829 - logcount_predictions_loss: 0.4564 451/2435 [====>.........................] - ETA: 15:54 - loss: 521.0889 - logits_profile_predictions_loss: 514.8818 - logcount_predictions_loss: 0.4564 452/2435 [====>.........................] - ETA: 15:53 - loss: 521.0877 - logits_profile_predictions_loss: 514.8806 - logcount_predictions_loss: 0.4564 453/2435 [====>.........................] - ETA: 15:53 - loss: 521.0862 - logits_profile_predictions_loss: 514.8791 - logcount_predictions_loss: 0.4564 454/2435 [====>.........................] - ETA: 15:53 - loss: 521.0855 - logits_profile_predictions_loss: 514.8784 - logcount_predictions_loss: 0.4564 455/2435 [====>.........................] - ETA: 15:52 - loss: 521.0844 - logits_profile_predictions_loss: 514.8772 - logcount_predictions_loss: 0.4564 456/2435 [====>.........................] - ETA: 15:52 - loss: 521.0834 - logits_profile_predictions_loss: 514.8761 - logcount_predictions_loss: 0.4564 457/2435 [====>.........................] - ETA: 15:51 - loss: 521.0821 - logits_profile_predictions_loss: 514.8748 - logcount_predictions_loss: 0.4564 458/2435 [====>.........................] - ETA: 15:51 - loss: 521.0807 - logits_profile_predictions_loss: 514.8734 - logcount_predictions_loss: 0.4564 459/2435 [====>.........................] - ETA: 15:50 - loss: 521.0793 - logits_profile_predictions_loss: 514.8720 - logcount_predictions_loss: 0.4564 460/2435 [====>.........................] - ETA: 15:50 - loss: 521.0777 - logits_profile_predictions_loss: 514.8703 - logcount_predictions_loss: 0.4564 461/2435 [====>.........................] - ETA: 15:49 - loss: 521.0762 - logits_profile_predictions_loss: 514.8688 - logcount_predictions_loss: 0.4564 462/2435 [====>.........................] - ETA: 15:49 - loss: 521.0748 - logits_profile_predictions_loss: 514.8673 - logcount_predictions_loss: 0.4564 463/2435 [====>.........................] - ETA: 15:48 - loss: 521.0738 - logits_profile_predictions_loss: 514.8663 - logcount_predictions_loss: 0.4564 464/2435 [====>.........................] - ETA: 15:48 - loss: 521.0732 - logits_profile_predictions_loss: 514.8656 - logcount_predictions_loss: 0.4564 465/2435 [====>.........................] - ETA: 15:47 - loss: 521.0725 - logits_profile_predictions_loss: 514.8649 - logcount_predictions_loss: 0.4564 466/2435 [====>.........................] - ETA: 15:47 - loss: 521.0715 - logits_profile_predictions_loss: 514.8639 - logcount_predictions_loss: 0.4565 467/2435 [====>.........................] - ETA: 15:46 - loss: 521.0705 - logits_profile_predictions_loss: 514.8628 - logcount_predictions_loss: 0.4565 468/2435 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loss: 520.5767 - logits_profile_predictions_loss: 514.3522 - logcount_predictions_loss: 0.4577 2432/2435 [============================>.] - ETA: 1s - loss: 520.5769 - logits_profile_predictions_loss: 514.3524 - logcount_predictions_loss: 0.4577 2433/2435 [============================>.] - ETA: 0s - loss: 520.5770 - logits_profile_predictions_loss: 514.3526 - logcount_predictions_loss: 0.4577 2434/2435 [============================>.] - ETA: 0s - loss: 520.5772 - logits_profile_predictions_loss: 514.3528 - logcount_predictions_loss: 0.4577 2435/2435 [==============================] - ETA: 0s - loss: 520.5774 - logits_profile_predictions_loss: 514.3530 - logcount_predictions_loss: 0.4577 2435/2435 [==============================] - 1217s 500ms/step - loss: 520.5776 - logits_profile_predictions_loss: 514.3532 - logcount_predictions_loss: 0.4577 - val_loss: 513.8468 - val_logits_profile_predictions_loss: 508.0947 - val_logcount_predictions_loss: 0.4229 + +Epoch 00004: val_loss improved from 521.81195 to 513.84680, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 +Epoch 5/50 + 1/2435 [..............................] - ETA: 20:46 - loss: 614.1491 - logits_profile_predictions_loss: 609.2061 - logcount_predictions_loss: 0.3635 2/2435 [..............................] - ETA: 19:30 - loss: 577.4283 - logits_profile_predictions_loss: 571.8024 - logcount_predictions_loss: 0.4137 3/2435 [..............................] - ETA: 19:29 - loss: 565.7162 - logits_profile_predictions_loss: 560.0063 - logcount_predictions_loss: 0.4198 4/2435 [..............................] - ETA: 19:29 - loss: 559.3816 - logits_profile_predictions_loss: 553.6528 - logcount_predictions_loss: 0.4212 5/2435 [..............................] - ETA: 19:29 - loss: 558.8143 - logits_profile_predictions_loss: 552.9860 - logcount_predictions_loss: 0.4285 6/2435 [..............................] - ETA: 19:28 - loss: 558.3020 - logits_profile_predictions_loss: 552.4150 - logcount_predictions_loss: 0.4329 7/2435 [..............................] - ETA: 19:28 - loss: 556.1120 - logits_profile_predictions_loss: 550.1918 - logcount_predictions_loss: 0.4353 8/2435 [..............................] - ETA: 19:27 - loss: 553.7213 - logits_profile_predictions_loss: 547.6999 - logcount_predictions_loss: 0.4427 9/2435 [..............................] - ETA: 19:28 - loss: 551.2692 - logits_profile_predictions_loss: 545.1821 - logcount_predictions_loss: 0.4476 10/2435 [..............................] - ETA: 19:32 - loss: 549.4511 - logits_profile_predictions_loss: 543.3212 - logcount_predictions_loss: 0.4507 11/2435 [..............................] - ETA: 19:31 - loss: 548.9332 - logits_profile_predictions_loss: 542.7608 - logcount_predictions_loss: 0.4539 12/2435 [..............................] - ETA: 19:30 - loss: 548.4492 - logits_profile_predictions_loss: 542.2396 - logcount_predictions_loss: 0.4566 13/2435 [..............................] - ETA: 19:29 - loss: 548.2453 - logits_profile_predictions_loss: 542.0035 - logcount_predictions_loss: 0.4590 14/2435 [..............................] - ETA: 19:28 - loss: 547.4240 - logits_profile_predictions_loss: 541.1665 - logcount_predictions_loss: 0.4601 15/2435 [..............................] - ETA: 19:28 - loss: 546.7057 - logits_profile_predictions_loss: 540.4404 - logcount_predictions_loss: 0.4607 16/2435 [..............................] - ETA: 19:27 - loss: 546.0517 - logits_profile_predictions_loss: 539.7842 - logcount_predictions_loss: 0.4608 17/2435 [..............................] - ETA: 19:26 - loss: 545.2949 - logits_profile_predictions_loss: 539.0283 - logcount_predictions_loss: 0.4608 18/2435 [..............................] - ETA: 19:26 - loss: 544.4065 - logits_profile_predictions_loss: 538.1437 - logcount_predictions_loss: 0.4605 19/2435 [..............................] - ETA: 19:25 - loss: 543.7454 - logits_profile_predictions_loss: 537.4889 - logcount_predictions_loss: 0.4600 20/2435 [..............................] - ETA: 19:25 - loss: 543.1566 - logits_profile_predictions_loss: 536.9068 - logcount_predictions_loss: 0.4595 21/2435 [..............................] - ETA: 19:24 - loss: 542.9539 - logits_profile_predictions_loss: 536.7019 - logcount_predictions_loss: 0.4597 22/2435 [..............................] - ETA: 19:23 - loss: 542.6702 - logits_profile_predictions_loss: 536.4149 - logcount_predictions_loss: 0.4599 23/2435 [..............................] - ETA: 19:23 - loss: 542.2919 - logits_profile_predictions_loss: 536.0310 - logcount_predictions_loss: 0.4604 24/2435 [..............................] - ETA: 19:22 - loss: 541.8956 - logits_profile_predictions_loss: 535.6338 - logcount_predictions_loss: 0.4604 25/2435 [..............................] - ETA: 19:22 - loss: 541.3785 - logits_profile_predictions_loss: 535.1157 - logcount_predictions_loss: 0.4605 26/2435 [..............................] - ETA: 19:21 - loss: 540.7594 - logits_profile_predictions_loss: 534.4977 - logcount_predictions_loss: 0.4604 27/2435 [..............................] - ETA: 19:21 - loss: 540.2534 - logits_profile_predictions_loss: 533.9910 - logcount_predictions_loss: 0.4605 28/2435 [..............................] - ETA: 19:20 - loss: 539.6821 - logits_profile_predictions_loss: 533.4219 - logcount_predictions_loss: 0.4603 29/2435 [..............................] - ETA: 19:20 - loss: 539.1923 - logits_profile_predictions_loss: 532.9368 - logcount_predictions_loss: 0.4600 30/2435 [..............................] - ETA: 19:19 - loss: 538.7565 - logits_profile_predictions_loss: 532.5054 - logcount_predictions_loss: 0.4596 31/2435 [..............................] - ETA: 19:19 - loss: 538.4015 - logits_profile_predictions_loss: 532.1564 - logcount_predictions_loss: 0.4592 32/2435 [..............................] - ETA: 19:18 - loss: 538.0452 - logits_profile_predictions_loss: 531.8079 - logcount_predictions_loss: 0.4586 33/2435 [..............................] - ETA: 19:18 - loss: 537.7299 - logits_profile_predictions_loss: 531.5008 - logcount_predictions_loss: 0.4580 34/2435 [..............................] - ETA: 19:17 - loss: 537.4056 - logits_profile_predictions_loss: 531.1849 - logcount_predictions_loss: 0.4574 35/2435 [..............................] - ETA: 19:17 - loss: 537.0232 - logits_profile_predictions_loss: 530.8119 - logcount_predictions_loss: 0.4567 36/2435 [..............................] - ETA: 19:16 - loss: 536.6918 - logits_profile_predictions_loss: 530.4893 - logcount_predictions_loss: 0.4561 37/2435 [..............................] - ETA: 19:16 - loss: 536.3178 - logits_profile_predictions_loss: 530.1231 - logcount_predictions_loss: 0.4555 38/2435 [..............................] - ETA: 19:15 - loss: 535.9564 - logits_profile_predictions_loss: 529.7686 - logcount_predictions_loss: 0.4550 39/2435 [..............................] - ETA: 19:15 - loss: 535.5946 - logits_profile_predictions_loss: 529.4124 - logcount_predictions_loss: 0.4546 40/2435 [..............................] - ETA: 19:14 - loss: 535.2436 - logits_profile_predictions_loss: 529.0671 - logcount_predictions_loss: 0.4541 41/2435 [..............................] - ETA: 19:14 - loss: 534.8942 - logits_profile_predictions_loss: 528.7233 - logcount_predictions_loss: 0.4537 42/2435 [..............................] - ETA: 19:13 - loss: 534.5723 - logits_profile_predictions_loss: 528.4073 - logcount_predictions_loss: 0.4533 43/2435 [..............................] - ETA: 19:13 - loss: 534.2967 - logits_profile_predictions_loss: 528.1377 - logcount_predictions_loss: 0.4529 44/2435 [..............................] - ETA: 19:12 - loss: 534.0327 - logits_profile_predictions_loss: 527.8793 - logcount_predictions_loss: 0.4525 45/2435 [..............................] - ETA: 19:12 - loss: 533.7978 - 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[..............................] - ETA: 19:08 - loss: 532.7091 - logits_profile_predictions_loss: 526.5805 - logcount_predictions_loss: 0.4506 53/2435 [..............................] - ETA: 19:07 - loss: 532.5915 - logits_profile_predictions_loss: 526.4655 - logcount_predictions_loss: 0.4504 54/2435 [..............................] - ETA: 19:07 - loss: 532.4917 - logits_profile_predictions_loss: 526.3690 - logcount_predictions_loss: 0.4502 55/2435 [..............................] - ETA: 19:06 - loss: 532.3935 - logits_profile_predictions_loss: 526.2740 - logcount_predictions_loss: 0.4500 56/2435 [..............................] - ETA: 19:06 - loss: 532.2809 - logits_profile_predictions_loss: 526.1637 - logcount_predictions_loss: 0.4498 57/2435 [..............................] - ETA: 19:05 - loss: 532.2193 - logits_profile_predictions_loss: 526.1048 - logcount_predictions_loss: 0.4496 58/2435 [..............................] - ETA: 19:05 - loss: 532.1349 - 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[..............................] - ETA: 19:01 - loss: 531.4277 - logits_profile_predictions_loss: 525.3362 - logcount_predictions_loss: 0.4479 66/2435 [..............................] - ETA: 19:01 - loss: 531.2922 - logits_profile_predictions_loss: 525.2027 - logcount_predictions_loss: 0.4478 67/2435 [..............................] - ETA: 19:00 - loss: 531.1589 - logits_profile_predictions_loss: 525.0717 - logcount_predictions_loss: 0.4476 68/2435 [..............................] - ETA: 19:00 - loss: 531.0249 - logits_profile_predictions_loss: 524.9401 - logcount_predictions_loss: 0.4474 69/2435 [..............................] - ETA: 19:00 - loss: 530.8757 - logits_profile_predictions_loss: 524.7935 - logcount_predictions_loss: 0.4472 70/2435 [..............................] - ETA: 18:59 - loss: 530.7424 - logits_profile_predictions_loss: 524.6628 - logcount_predictions_loss: 0.4470 71/2435 [..............................] - ETA: 18:59 - loss: 530.6143 - 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[>.............................] - ETA: 18:49 - loss: 527.7693 - logits_profile_predictions_loss: 521.7335 - logcount_predictions_loss: 0.4438 92/2435 [>.............................] - ETA: 18:48 - loss: 527.6378 - logits_profile_predictions_loss: 521.6039 - logcount_predictions_loss: 0.4437 93/2435 [>.............................] - ETA: 18:48 - loss: 527.5058 - logits_profile_predictions_loss: 521.4739 - logcount_predictions_loss: 0.4435 94/2435 [>.............................] - ETA: 18:47 - loss: 527.3762 - logits_profile_predictions_loss: 521.3463 - logcount_predictions_loss: 0.4434 95/2435 [>.............................] - ETA: 18:47 - loss: 527.2530 - logits_profile_predictions_loss: 521.2253 - logcount_predictions_loss: 0.4432 96/2435 [>.............................] - ETA: 18:46 - loss: 527.1244 - logits_profile_predictions_loss: 521.0989 - logcount_predictions_loss: 0.4431 97/2435 [>.............................] - ETA: 18:46 - loss: 527.0062 - 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[>.............................] - ETA: 18:42 - loss: 526.3168 - logits_profile_predictions_loss: 520.3053 - logcount_predictions_loss: 0.4420 105/2435 [>.............................] - ETA: 18:42 - loss: 526.2224 - logits_profile_predictions_loss: 520.2125 - logcount_predictions_loss: 0.4419 106/2435 [>.............................] - ETA: 18:41 - loss: 526.1201 - logits_profile_predictions_loss: 520.1118 - logcount_predictions_loss: 0.4418 107/2435 [>.............................] - ETA: 18:41 - loss: 526.0157 - logits_profile_predictions_loss: 520.0088 - logcount_predictions_loss: 0.4417 108/2435 [>.............................] - ETA: 18:40 - loss: 525.9131 - logits_profile_predictions_loss: 519.9077 - logcount_predictions_loss: 0.4416 109/2435 [>.............................] - ETA: 18:40 - loss: 525.8116 - logits_profile_predictions_loss: 519.8073 - logcount_predictions_loss: 0.4415 110/2435 [>.............................] - ETA: 18:39 - loss: 525.7056 - 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loss: 516.9687 - logits_profile_predictions_loss: 510.9798 - logcount_predictions_loss: 0.4403 2432/2435 [============================>.] - ETA: 1s - loss: 516.9687 - logits_profile_predictions_loss: 510.9798 - logcount_predictions_loss: 0.4403 2433/2435 [============================>.] - ETA: 0s - loss: 516.9687 - logits_profile_predictions_loss: 510.9798 - logcount_predictions_loss: 0.4403 2434/2435 [============================>.] - ETA: 0s - loss: 516.9687 - logits_profile_predictions_loss: 510.9798 - logcount_predictions_loss: 0.4403 2435/2435 [==============================] - ETA: 0s - loss: 516.9687 - logits_profile_predictions_loss: 510.9799 - logcount_predictions_loss: 0.4403 2435/2435 [==============================] - 1220s 501ms/step - loss: 516.9687 - logits_profile_predictions_loss: 510.9799 - logcount_predictions_loss: 0.4403 - val_loss: 514.6291 - val_logits_profile_predictions_loss: 509.7290 - val_logcount_predictions_loss: 0.3603 + +Epoch 00005: val_loss did not improve from 513.84680 +Epoch 6/50 + 1/2435 [..............................] - ETA: 21:03 - loss: 586.1382 - logits_profile_predictions_loss: 580.6238 - logcount_predictions_loss: 0.4055 2/2435 [..............................] - ETA: 19:31 - loss: 564.7751 - logits_profile_predictions_loss: 559.0576 - logcount_predictions_loss: 0.4204 3/2435 [..............................] - ETA: 19:31 - loss: 558.2550 - logits_profile_predictions_loss: 552.5368 - logcount_predictions_loss: 0.4205 4/2435 [..............................] - ETA: 19:30 - loss: 551.8060 - logits_profile_predictions_loss: 546.2321 - logcount_predictions_loss: 0.4098 5/2435 [..............................] - ETA: 19:30 - loss: 544.9759 - logits_profile_predictions_loss: 539.5166 - logcount_predictions_loss: 0.4014 6/2435 [..............................] - ETA: 19:29 - loss: 539.8509 - logits_profile_predictions_loss: 534.4654 - logcount_predictions_loss: 0.3960 7/2435 [..............................] - ETA: 19:29 - loss: 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[..............................] - ETA: 19:26 - loss: 521.1387 - logits_profile_predictions_loss: 516.0373 - logcount_predictions_loss: 0.3751 15/2435 [..............................] - ETA: 19:25 - loss: 519.4420 - logits_profile_predictions_loss: 514.3512 - logcount_predictions_loss: 0.3743 16/2435 [..............................] - ETA: 19:25 - loss: 517.9092 - logits_profile_predictions_loss: 512.8214 - logcount_predictions_loss: 0.3741 17/2435 [..............................] - ETA: 19:24 - loss: 516.3905 - logits_profile_predictions_loss: 511.3025 - logcount_predictions_loss: 0.3741 18/2435 [..............................] - ETA: 19:24 - loss: 514.8735 - logits_profile_predictions_loss: 509.7788 - logcount_predictions_loss: 0.3746 19/2435 [..............................] - ETA: 19:23 - loss: 513.6381 - logits_profile_predictions_loss: 508.5385 - logcount_predictions_loss: 0.3750 20/2435 [..............................] - ETA: 19:22 - loss: 512.7404 - 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[..............................] - ETA: 19:19 - loss: 509.1844 - logits_profile_predictions_loss: 503.9987 - logcount_predictions_loss: 0.3813 28/2435 [..............................] - ETA: 19:19 - loss: 508.7225 - logits_profile_predictions_loss: 503.5212 - logcount_predictions_loss: 0.3824 29/2435 [..............................] - ETA: 19:18 - loss: 508.3204 - logits_profile_predictions_loss: 503.1023 - logcount_predictions_loss: 0.3837 30/2435 [..............................] - ETA: 19:17 - loss: 507.9998 - logits_profile_predictions_loss: 502.7644 - logcount_predictions_loss: 0.3850 31/2435 [..............................] - ETA: 19:17 - loss: 507.7144 - logits_profile_predictions_loss: 502.4631 - logcount_predictions_loss: 0.3861 32/2435 [..............................] - ETA: 18:53 - loss: 507.4571 - logits_profile_predictions_loss: 502.1898 - logcount_predictions_loss: 0.3873 33/2435 [..............................] - ETA: 18:53 - loss: 507.2902 - 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logits_profile_predictions_loss: 504.0034 - logcount_predictions_loss: 0.4266 333/2435 [===>..........................] - ETA: 16:51 - loss: 509.8127 - logits_profile_predictions_loss: 504.0103 - logcount_predictions_loss: 0.4266 334/2435 [===>..........................] - ETA: 16:50 - loss: 509.8190 - logits_profile_predictions_loss: 504.0164 - logcount_predictions_loss: 0.4267 335/2435 [===>..........................] - ETA: 16:50 - loss: 509.8250 - logits_profile_predictions_loss: 504.0223 - logcount_predictions_loss: 0.4267 336/2435 [===>..........................] - ETA: 16:49 - loss: 509.8307 - logits_profile_predictions_loss: 504.0281 - logcount_predictions_loss: 0.4267 337/2435 [===>..........................] - ETA: 16:49 - loss: 509.8369 - logits_profile_predictions_loss: 504.0341 - logcount_predictions_loss: 0.4267 338/2435 [===>..........................] - ETA: 16:48 - loss: 509.8438 - logits_profile_predictions_loss: 504.0408 - logcount_predictions_loss: 0.4267 339/2435 [===>..........................] - ETA: 16:48 - loss: 509.8508 - logits_profile_predictions_loss: 504.0478 - logcount_predictions_loss: 0.4267 340/2435 [===>..........................] - ETA: 16:47 - loss: 509.8584 - logits_profile_predictions_loss: 504.0552 - logcount_predictions_loss: 0.4267 341/2435 [===>..........................] - ETA: 16:47 - loss: 509.8657 - logits_profile_predictions_loss: 504.0624 - logcount_predictions_loss: 0.4267 342/2435 [===>..........................] - ETA: 16:46 - loss: 509.8726 - logits_profile_predictions_loss: 504.0692 - logcount_predictions_loss: 0.4267 343/2435 [===>..........................] - ETA: 16:46 - loss: 509.8791 - logits_profile_predictions_loss: 504.0756 - logcount_predictions_loss: 0.4267 344/2435 [===>..........................] - ETA: 16:46 - loss: 509.8845 - logits_profile_predictions_loss: 504.0809 - logcount_predictions_loss: 0.4267 345/2435 [===>..........................] - ETA: 16:45 - loss: 509.8888 - logits_profile_predictions_loss: 504.0852 - logcount_predictions_loss: 0.4267 346/2435 [===>..........................] - ETA: 16:45 - loss: 509.8941 - logits_profile_predictions_loss: 504.0904 - logcount_predictions_loss: 0.4267 347/2435 [===>..........................] - ETA: 16:44 - loss: 509.8987 - logits_profile_predictions_loss: 504.0949 - logcount_predictions_loss: 0.4268 348/2435 [===>..........................] - ETA: 16:44 - loss: 509.9037 - logits_profile_predictions_loss: 504.0998 - logcount_predictions_loss: 0.4268 349/2435 [===>..........................] - ETA: 16:43 - loss: 509.9087 - logits_profile_predictions_loss: 504.1047 - logcount_predictions_loss: 0.4268 350/2435 [===>..........................] - ETA: 16:43 - loss: 509.9140 - logits_profile_predictions_loss: 504.1098 - logcount_predictions_loss: 0.4268 351/2435 [===>..........................] - ETA: 16:42 - loss: 509.9198 - logits_profile_predictions_loss: 504.1155 - logcount_predictions_loss: 0.4268 352/2435 [===>..........................] - ETA: 16:42 - loss: 509.9248 - logits_profile_predictions_loss: 504.1205 - logcount_predictions_loss: 0.4268 353/2435 [===>..........................] - ETA: 16:41 - loss: 509.9297 - logits_profile_predictions_loss: 504.1251 - logcount_predictions_loss: 0.4268 354/2435 [===>..........................] - ETA: 16:41 - loss: 509.9350 - logits_profile_predictions_loss: 504.1303 - logcount_predictions_loss: 0.4268 355/2435 [===>..........................] - ETA: 16:40 - loss: 509.9396 - logits_profile_predictions_loss: 504.1348 - logcount_predictions_loss: 0.4268 356/2435 [===>..........................] - ETA: 16:40 - loss: 509.9441 - logits_profile_predictions_loss: 504.1392 - logcount_predictions_loss: 0.4268 357/2435 [===>..........................] - ETA: 16:39 - loss: 509.9489 - logits_profile_predictions_loss: 504.1439 - logcount_predictions_loss: 0.4268 358/2435 [===>..........................] - ETA: 16:39 - loss: 509.9539 - logits_profile_predictions_loss: 504.1488 - logcount_predictions_loss: 0.4268 359/2435 [===>..........................] - ETA: 16:38 - loss: 509.9584 - logits_profile_predictions_loss: 504.1532 - logcount_predictions_loss: 0.4269 360/2435 [===>..........................] - ETA: 16:38 - loss: 509.9638 - logits_profile_predictions_loss: 504.1585 - logcount_predictions_loss: 0.4269 361/2435 [===>..........................] - ETA: 16:37 - loss: 509.9692 - logits_profile_predictions_loss: 504.1637 - logcount_predictions_loss: 0.4269 362/2435 [===>..........................] - ETA: 16:37 - loss: 509.9754 - logits_profile_predictions_loss: 504.1698 - logcount_predictions_loss: 0.4269 363/2435 [===>..........................] - ETA: 16:37 - loss: 509.9819 - logits_profile_predictions_loss: 504.1763 - logcount_predictions_loss: 0.4269 364/2435 [===>..........................] - ETA: 16:36 - loss: 509.9884 - logits_profile_predictions_loss: 504.1827 - logcount_predictions_loss: 0.4269 365/2435 [===>..........................] - ETA: 16:36 - loss: 509.9945 - logits_profile_predictions_loss: 504.1887 - logcount_predictions_loss: 0.4269 366/2435 [===>..........................] - ETA: 16:35 - loss: 510.0003 - logits_profile_predictions_loss: 504.1944 - logcount_predictions_loss: 0.4269 367/2435 [===>..........................] - ETA: 16:35 - loss: 510.0061 - logits_profile_predictions_loss: 504.2001 - logcount_predictions_loss: 0.4269 368/2435 [===>..........................] - ETA: 16:34 - loss: 510.0111 - logits_profile_predictions_loss: 504.2050 - logcount_predictions_loss: 0.4269 369/2435 [===>..........................] - ETA: 16:34 - loss: 510.0162 - logits_profile_predictions_loss: 504.2100 - logcount_predictions_loss: 0.4269 370/2435 [===>..........................] - ETA: 16:33 - loss: 510.0213 - logits_profile_predictions_loss: 504.2150 - logcount_predictions_loss: 0.4269 371/2435 [===>..........................] - ETA: 16:33 - loss: 510.0261 - 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[===>..........................] - ETA: 16:29 - loss: 510.0615 - logits_profile_predictions_loss: 504.2546 - logcount_predictions_loss: 0.4270 379/2435 [===>..........................] - ETA: 16:29 - loss: 510.0660 - logits_profile_predictions_loss: 504.2590 - logcount_predictions_loss: 0.4270 380/2435 [===>..........................] - ETA: 16:28 - loss: 510.0702 - logits_profile_predictions_loss: 504.2631 - logcount_predictions_loss: 0.4270 381/2435 [===>..........................] - ETA: 16:28 - loss: 510.0744 - logits_profile_predictions_loss: 504.2672 - logcount_predictions_loss: 0.4270 382/2435 [===>..........................] - ETA: 16:27 - loss: 510.0792 - logits_profile_predictions_loss: 504.2720 - logcount_predictions_loss: 0.4270 383/2435 [===>..........................] - ETA: 16:27 - loss: 510.0837 - logits_profile_predictions_loss: 504.2764 - logcount_predictions_loss: 0.4270 384/2435 [===>..........................] - ETA: 16:27 - loss: 510.0884 - 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logits_profile_predictions_loss: 504.3830 - logcount_predictions_loss: 0.4271 411/2435 [====>.........................] - ETA: 16:14 - loss: 510.1957 - logits_profile_predictions_loss: 504.3869 - logcount_predictions_loss: 0.4271 412/2435 [====>.........................] - ETA: 16:13 - loss: 510.1995 - logits_profile_predictions_loss: 504.3906 - logcount_predictions_loss: 0.4271 413/2435 [====>.........................] - ETA: 16:13 - loss: 510.2029 - logits_profile_predictions_loss: 504.3941 - logcount_predictions_loss: 0.4271 414/2435 [====>.........................] - ETA: 16:12 - loss: 510.2062 - logits_profile_predictions_loss: 504.3974 - logcount_predictions_loss: 0.4271 415/2435 [====>.........................] - ETA: 16:12 - loss: 510.2099 - logits_profile_predictions_loss: 504.4010 - logcount_predictions_loss: 0.4271 416/2435 [====>.........................] - ETA: 16:11 - loss: 510.2138 - logits_profile_predictions_loss: 504.4050 - logcount_predictions_loss: 0.4271 417/2435 [====>.........................] - ETA: 16:11 - loss: 510.2176 - logits_profile_predictions_loss: 504.4087 - logcount_predictions_loss: 0.4271 418/2435 [====>.........................] - ETA: 16:10 - loss: 510.2209 - logits_profile_predictions_loss: 504.4121 - logcount_predictions_loss: 0.4271 419/2435 [====>.........................] - ETA: 16:10 - loss: 510.2240 - logits_profile_predictions_loss: 504.4151 - logcount_predictions_loss: 0.4271 420/2435 [====>.........................] - ETA: 16:09 - loss: 510.2267 - logits_profile_predictions_loss: 504.4179 - logcount_predictions_loss: 0.4271 421/2435 [====>.........................] - ETA: 16:09 - loss: 510.2296 - logits_profile_predictions_loss: 504.4208 - logcount_predictions_loss: 0.4271 422/2435 [====>.........................] - ETA: 16:08 - loss: 510.2318 - logits_profile_predictions_loss: 504.4230 - logcount_predictions_loss: 0.4271 423/2435 [====>.........................] - ETA: 16:08 - loss: 510.2339 - logits_profile_predictions_loss: 504.4252 - logcount_predictions_loss: 0.4271 424/2435 [====>.........................] - ETA: 16:07 - loss: 510.2362 - logits_profile_predictions_loss: 504.4275 - logcount_predictions_loss: 0.4271 425/2435 [====>.........................] - ETA: 16:07 - loss: 510.2386 - logits_profile_predictions_loss: 504.4299 - logcount_predictions_loss: 0.4271 426/2435 [====>.........................] - ETA: 16:06 - loss: 510.2410 - logits_profile_predictions_loss: 504.4324 - logcount_predictions_loss: 0.4271 427/2435 [====>.........................] - ETA: 16:06 - loss: 510.2434 - logits_profile_predictions_loss: 504.4348 - logcount_predictions_loss: 0.4271 428/2435 [====>.........................] - ETA: 16:06 - loss: 510.2456 - logits_profile_predictions_loss: 504.4370 - logcount_predictions_loss: 0.4271 429/2435 [====>.........................] - ETA: 16:05 - loss: 510.2483 - logits_profile_predictions_loss: 504.4396 - logcount_predictions_loss: 0.4271 430/2435 [====>.........................] - ETA: 16:05 - loss: 510.2509 - logits_profile_predictions_loss: 504.4423 - logcount_predictions_loss: 0.4271 431/2435 [====>.........................] - ETA: 16:04 - loss: 510.2539 - logits_profile_predictions_loss: 504.4453 - logcount_predictions_loss: 0.4271 432/2435 [====>.........................] - ETA: 16:04 - loss: 510.2568 - logits_profile_predictions_loss: 504.4481 - logcount_predictions_loss: 0.4271 433/2435 [====>.........................] - ETA: 16:03 - loss: 510.2591 - logits_profile_predictions_loss: 504.4505 - logcount_predictions_loss: 0.4271 434/2435 [====>.........................] - ETA: 16:03 - loss: 510.2612 - logits_profile_predictions_loss: 504.4526 - logcount_predictions_loss: 0.4271 435/2435 [====>.........................] - ETA: 16:02 - loss: 510.2631 - logits_profile_predictions_loss: 504.4545 - logcount_predictions_loss: 0.4271 436/2435 [====>.........................] - ETA: 16:02 - loss: 510.2646 - logits_profile_predictions_loss: 504.4560 - logcount_predictions_loss: 0.4271 437/2435 [====>.........................] - ETA: 16:01 - loss: 510.2660 - logits_profile_predictions_loss: 504.4575 - logcount_predictions_loss: 0.4271 438/2435 [====>.........................] - ETA: 16:01 - loss: 510.2677 - logits_profile_predictions_loss: 504.4592 - logcount_predictions_loss: 0.4271 439/2435 [====>.........................] - ETA: 16:00 - loss: 510.2691 - logits_profile_predictions_loss: 504.4607 - logcount_predictions_loss: 0.4271 440/2435 [====>.........................] - ETA: 16:00 - loss: 510.2707 - logits_profile_predictions_loss: 504.4623 - logcount_predictions_loss: 0.4271 441/2435 [====>.........................] - ETA: 15:59 - loss: 510.2726 - logits_profile_predictions_loss: 504.4642 - logcount_predictions_loss: 0.4271 442/2435 [====>.........................] - ETA: 15:59 - loss: 510.2741 - logits_profile_predictions_loss: 504.4657 - logcount_predictions_loss: 0.4271 443/2435 [====>.........................] - ETA: 15:58 - loss: 510.2757 - logits_profile_predictions_loss: 504.4674 - logcount_predictions_loss: 0.4271 444/2435 [====>.........................] - ETA: 15:58 - loss: 510.2771 - logits_profile_predictions_loss: 504.4687 - logcount_predictions_loss: 0.4271 445/2435 [====>.........................] - ETA: 15:57 - loss: 510.2778 - logits_profile_predictions_loss: 504.4696 - logcount_predictions_loss: 0.4271 446/2435 [====>.........................] - ETA: 15:57 - loss: 510.2788 - logits_profile_predictions_loss: 504.4706 - logcount_predictions_loss: 0.4271 447/2435 [====>.........................] - ETA: 15:56 - loss: 510.2798 - logits_profile_predictions_loss: 504.4716 - logcount_predictions_loss: 0.4271 448/2435 [====>.........................] - ETA: 15:56 - loss: 510.2807 - logits_profile_predictions_loss: 504.4725 - logcount_predictions_loss: 0.4271 449/2435 [====>.........................] - ETA: 15:56 - loss: 510.2819 - logits_profile_predictions_loss: 504.4738 - logcount_predictions_loss: 0.4271 450/2435 [====>.........................] - ETA: 15:55 - loss: 510.2833 - logits_profile_predictions_loss: 504.4752 - logcount_predictions_loss: 0.4271 451/2435 [====>.........................] - ETA: 15:55 - loss: 510.2847 - logits_profile_predictions_loss: 504.4767 - logcount_predictions_loss: 0.4271 452/2435 [====>.........................] - ETA: 15:54 - loss: 510.2863 - logits_profile_predictions_loss: 504.4783 - logcount_predictions_loss: 0.4271 453/2435 [====>.........................] - ETA: 15:54 - loss: 510.2878 - logits_profile_predictions_loss: 504.4798 - logcount_predictions_loss: 0.4271 454/2435 [====>.........................] - ETA: 15:53 - loss: 510.2898 - logits_profile_predictions_loss: 504.4818 - logcount_predictions_loss: 0.4271 455/2435 [====>.........................] - ETA: 15:53 - loss: 510.2914 - logits_profile_predictions_loss: 504.4835 - logcount_predictions_loss: 0.4271 456/2435 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[============================>.] - ETA: 13s - loss: 512.6394 - logits_profile_predictions_loss: 506.8543 - logcount_predictions_loss: 0.4254 2407/2435 [============================>.] - ETA: 13s - loss: 512.6400 - logits_profile_predictions_loss: 506.8550 - logcount_predictions_loss: 0.4254 2408/2435 [============================>.] - ETA: 13s - loss: 512.6407 - logits_profile_predictions_loss: 506.8557 - logcount_predictions_loss: 0.4254 2409/2435 [============================>.] - ETA: 12s - loss: 512.6414 - logits_profile_predictions_loss: 506.8564 - logcount_predictions_loss: 0.4254 2410/2435 [============================>.] - ETA: 12s - loss: 512.6421 - logits_profile_predictions_loss: 506.8571 - logcount_predictions_loss: 0.4254 2411/2435 [============================>.] - ETA: 11s - loss: 512.6427 - logits_profile_predictions_loss: 506.8577 - logcount_predictions_loss: 0.4254 2412/2435 [============================>.] - ETA: 11s - loss: 512.6434 - 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[============================>.] - ETA: 7s - loss: 512.6480 - logits_profile_predictions_loss: 506.8632 - logcount_predictions_loss: 0.4254 2420/2435 [============================>.] - ETA: 7s - loss: 512.6487 - logits_profile_predictions_loss: 506.8639 - logcount_predictions_loss: 0.4254 2421/2435 [============================>.] - ETA: 6s - loss: 512.6494 - logits_profile_predictions_loss: 506.8646 - logcount_predictions_loss: 0.4254 2422/2435 [============================>.] - ETA: 6s - loss: 512.6501 - logits_profile_predictions_loss: 506.8653 - logcount_predictions_loss: 0.4254 2423/2435 [============================>.] - ETA: 5s - loss: 512.6507 - logits_profile_predictions_loss: 506.8659 - logcount_predictions_loss: 0.4254 2424/2435 [============================>.] - ETA: 5s - loss: 512.6514 - logits_profile_predictions_loss: 506.8666 - logcount_predictions_loss: 0.4254 2425/2435 [============================>.] - ETA: 4s - loss: 512.6521 - logits_profile_predictions_loss: 506.8673 - logcount_predictions_loss: 0.4253 2426/2435 [============================>.] - ETA: 4s - loss: 512.6527 - logits_profile_predictions_loss: 506.8680 - logcount_predictions_loss: 0.4253 2427/2435 [============================>.] - ETA: 3s - loss: 512.6534 - logits_profile_predictions_loss: 506.8687 - logcount_predictions_loss: 0.4253 2428/2435 [============================>.] - ETA: 3s - loss: 512.6541 - logits_profile_predictions_loss: 506.8693 - logcount_predictions_loss: 0.4253 2429/2435 [============================>.] - ETA: 2s - loss: 512.6547 - logits_profile_predictions_loss: 506.8700 - logcount_predictions_loss: 0.4253 2430/2435 [============================>.] - ETA: 2s - loss: 512.6554 - logits_profile_predictions_loss: 506.8707 - logcount_predictions_loss: 0.4253 2431/2435 [============================>.] - ETA: 1s - loss: 512.6561 - logits_profile_predictions_loss: 506.8714 - logcount_predictions_loss: 0.4253 2432/2435 [============================>.] - ETA: 1s - loss: 512.6568 - logits_profile_predictions_loss: 506.8721 - logcount_predictions_loss: 0.4253 2433/2435 [============================>.] - ETA: 0s - loss: 512.6574 - logits_profile_predictions_loss: 506.8728 - logcount_predictions_loss: 0.4253 2434/2435 [============================>.] - ETA: 0s - loss: 512.6581 - logits_profile_predictions_loss: 506.8734 - logcount_predictions_loss: 0.4253 2435/2435 [==============================] - ETA: 0s - loss: 512.6587 - logits_profile_predictions_loss: 506.8741 - logcount_predictions_loss: 0.4253 2435/2435 [==============================] - 1220s 501ms/step - loss: 512.6594 - logits_profile_predictions_loss: 506.8748 - logcount_predictions_loss: 0.4253 - val_loss: 513.8588 - val_logits_profile_predictions_loss: 509.0095 - val_logcount_predictions_loss: 0.3566 + +Epoch 00006: val_loss did not improve from 513.84680 +Epoch 7/50 + 1/2435 [..............................] - ETA: 20:47 - loss: 535.3030 - logits_profile_predictions_loss: 531.5943 - logcount_predictions_loss: 0.2727 2/2435 [..............................] - ETA: 19:29 - loss: 519.8961 - logits_profile_predictions_loss: 515.7787 - logcount_predictions_loss: 0.3027 3/2435 [..............................] - ETA: 19:29 - loss: 522.8378 - logits_profile_predictions_loss: 518.4995 - logcount_predictions_loss: 0.3190 4/2435 [..............................] - ETA: 19:29 - loss: 521.3029 - logits_profile_predictions_loss: 516.8466 - logcount_predictions_loss: 0.3277 5/2435 [..............................] - ETA: 19:28 - loss: 517.4871 - logits_profile_predictions_loss: 512.9286 - logcount_predictions_loss: 0.3352 6/2435 [..............................] - ETA: 19:27 - loss: 517.3017 - logits_profile_predictions_loss: 512.6734 - logcount_predictions_loss: 0.3403 7/2435 [..............................] - ETA: 19:27 - loss: 515.4039 - logits_profile_predictions_loss: 510.7300 - logcount_predictions_loss: 0.3437 8/2435 [..............................] - ETA: 19:27 - loss: 514.9122 - logits_profile_predictions_loss: 510.2005 - logcount_predictions_loss: 0.3465 9/2435 [..............................] - ETA: 19:26 - loss: 514.8296 - logits_profile_predictions_loss: 510.0871 - logcount_predictions_loss: 0.3487 10/2435 [..............................] - ETA: 19:26 - loss: 514.3661 - logits_profile_predictions_loss: 509.6088 - logcount_predictions_loss: 0.3498 11/2435 [..............................] - ETA: 19:26 - loss: 513.8738 - logits_profile_predictions_loss: 509.0960 - logcount_predictions_loss: 0.3513 12/2435 [..............................] - ETA: 19:25 - loss: 513.1235 - logits_profile_predictions_loss: 508.3290 - logcount_predictions_loss: 0.3525 13/2435 [..............................] - ETA: 19:25 - loss: 512.3474 - logits_profile_predictions_loss: 507.5353 - logcount_predictions_loss: 0.3538 14/2435 [..............................] - ETA: 19:24 - loss: 511.9396 - logits_profile_predictions_loss: 507.1036 - logcount_predictions_loss: 0.3556 15/2435 [..............................] - ETA: 19:24 - loss: 511.6334 - logits_profile_predictions_loss: 506.7819 - logcount_predictions_loss: 0.3567 16/2435 [..............................] - ETA: 19:23 - loss: 511.5165 - logits_profile_predictions_loss: 506.6480 - logcount_predictions_loss: 0.3580 17/2435 [..............................] - ETA: 19:23 - loss: 511.2670 - logits_profile_predictions_loss: 506.3853 - logcount_predictions_loss: 0.3589 18/2435 [..............................] - ETA: 19:23 - loss: 511.0838 - logits_profile_predictions_loss: 506.1902 - logcount_predictions_loss: 0.3598 19/2435 [..............................] - ETA: 19:22 - loss: 510.8951 - logits_profile_predictions_loss: 505.9887 - logcount_predictions_loss: 0.3608 20/2435 [..............................] - ETA: 19:22 - loss: 510.6094 - logits_profile_predictions_loss: 505.6930 - logcount_predictions_loss: 0.3615 21/2435 [..............................] - ETA: 19:21 - loss: 510.6706 - logits_profile_predictions_loss: 505.7429 - logcount_predictions_loss: 0.3623 22/2435 [..............................] - ETA: 19:21 - loss: 510.9601 - logits_profile_predictions_loss: 506.0205 - logcount_predictions_loss: 0.3632 23/2435 [..............................] - ETA: 19:20 - loss: 511.1369 - logits_profile_predictions_loss: 506.1879 - logcount_predictions_loss: 0.3639 24/2435 [..............................] - ETA: 19:20 - loss: 511.2928 - logits_profile_predictions_loss: 506.3370 - logcount_predictions_loss: 0.3644 25/2435 [..............................] - ETA: 19:19 - loss: 511.3011 - logits_profile_predictions_loss: 506.3405 - logcount_predictions_loss: 0.3648 26/2435 [..............................] - ETA: 19:19 - loss: 511.3549 - logits_profile_predictions_loss: 506.3853 - logcount_predictions_loss: 0.3654 27/2435 [..............................] - ETA: 19:18 - loss: 511.4613 - logits_profile_predictions_loss: 506.4836 - logcount_predictions_loss: 0.3660 28/2435 [..............................] - ETA: 19:18 - loss: 511.5423 - logits_profile_predictions_loss: 506.5542 - logcount_predictions_loss: 0.3668 29/2435 [..............................] - ETA: 19:17 - loss: 511.5727 - logits_profile_predictions_loss: 506.5763 - logcount_predictions_loss: 0.3674 30/2435 [..............................] - ETA: 19:17 - loss: 511.5354 - logits_profile_predictions_loss: 506.5304 - logcount_predictions_loss: 0.3680 31/2435 [..............................] - ETA: 19:16 - loss: 511.5556 - logits_profile_predictions_loss: 506.5414 - logcount_predictions_loss: 0.3687 32/2435 [..............................] - ETA: 19:16 - loss: 511.6077 - logits_profile_predictions_loss: 506.5867 - logcount_predictions_loss: 0.3692 33/2435 [..............................] - ETA: 19:15 - loss: 511.6077 - logits_profile_predictions_loss: 506.5790 - logcount_predictions_loss: 0.3698 34/2435 [..............................] - ETA: 19:15 - loss: 511.6245 - logits_profile_predictions_loss: 506.5872 - logcount_predictions_loss: 0.3704 35/2435 [..............................] - ETA: 19:14 - loss: 511.7407 - logits_profile_predictions_loss: 506.6946 - logcount_predictions_loss: 0.3710 36/2435 [..............................] - ETA: 19:14 - loss: 511.9179 - logits_profile_predictions_loss: 506.8621 - logcount_predictions_loss: 0.3718 37/2435 [..............................] - ETA: 19:13 - loss: 511.9874 - logits_profile_predictions_loss: 506.9229 - logcount_predictions_loss: 0.3724 38/2435 [..............................] - ETA: 19:13 - loss: 512.0753 - logits_profile_predictions_loss: 507.0030 - logcount_predictions_loss: 0.3730 39/2435 [..............................] - ETA: 19:12 - loss: 512.1419 - logits_profile_predictions_loss: 507.0624 - logcount_predictions_loss: 0.3735 40/2435 [..............................] - ETA: 19:12 - loss: 512.1489 - logits_profile_predictions_loss: 507.0632 - logcount_predictions_loss: 0.3740 41/2435 [..............................] - ETA: 19:11 - loss: 512.1953 - logits_profile_predictions_loss: 507.1039 - logcount_predictions_loss: 0.3744 42/2435 [..............................] - ETA: 19:11 - loss: 512.2538 - logits_profile_predictions_loss: 507.1566 - logcount_predictions_loss: 0.3748 43/2435 [..............................] - ETA: 19:10 - loss: 512.3496 - logits_profile_predictions_loss: 507.2478 - logcount_predictions_loss: 0.3751 44/2435 [..............................] - ETA: 19:10 - loss: 512.4366 - logits_profile_predictions_loss: 507.3299 - logcount_predictions_loss: 0.3755 45/2435 [..............................] - ETA: 19:09 - loss: 512.5385 - logits_profile_predictions_loss: 507.4266 - logcount_predictions_loss: 0.3759 46/2435 [..............................] - ETA: 19:09 - loss: 512.6732 - logits_profile_predictions_loss: 507.5568 - logcount_predictions_loss: 0.3762 47/2435 [..............................] - ETA: 19:08 - loss: 512.7857 - logits_profile_predictions_loss: 507.6651 - logcount_predictions_loss: 0.3765 48/2435 [..............................] - ETA: 19:08 - loss: 512.9122 - logits_profile_predictions_loss: 507.7878 - logcount_predictions_loss: 0.3768 49/2435 [..............................] - ETA: 19:08 - loss: 513.0564 - logits_profile_predictions_loss: 507.9283 - logcount_predictions_loss: 0.3771 50/2435 [..............................] - ETA: 19:07 - loss: 513.2101 - logits_profile_predictions_loss: 508.0791 - logcount_predictions_loss: 0.3773 51/2435 [..............................] - ETA: 19:07 - loss: 513.3184 - logits_profile_predictions_loss: 508.1842 - logcount_predictions_loss: 0.3775 52/2435 [..............................] - ETA: 19:06 - loss: 513.4354 - logits_profile_predictions_loss: 508.2978 - logcount_predictions_loss: 0.3778 53/2435 [..............................] - ETA: 19:06 - loss: 513.5418 - logits_profile_predictions_loss: 508.4004 - logcount_predictions_loss: 0.3780 54/2435 [..............................] - ETA: 19:05 - loss: 513.6422 - logits_profile_predictions_loss: 508.4960 - logcount_predictions_loss: 0.3784 55/2435 [..............................] - ETA: 19:05 - loss: 513.7179 - logits_profile_predictions_loss: 508.5675 - logcount_predictions_loss: 0.3787 56/2435 [..............................] - ETA: 19:04 - loss: 513.8102 - logits_profile_predictions_loss: 508.6556 - logcount_predictions_loss: 0.3790 57/2435 [..............................] - ETA: 19:04 - loss: 513.8993 - logits_profile_predictions_loss: 508.7406 - logcount_predictions_loss: 0.3793 58/2435 [..............................] - ETA: 19:03 - loss: 513.9888 - logits_profile_predictions_loss: 508.8267 - logcount_predictions_loss: 0.3796 59/2435 [..............................] - ETA: 19:03 - loss: 514.0898 - logits_profile_predictions_loss: 508.9248 - logcount_predictions_loss: 0.3798 60/2435 [..............................] - ETA: 19:02 - loss: 514.1781 - logits_profile_predictions_loss: 509.0083 - logcount_predictions_loss: 0.3801 61/2435 [..............................] - ETA: 19:02 - loss: 514.2419 - logits_profile_predictions_loss: 509.0680 - logcount_predictions_loss: 0.3804 62/2435 [..............................] - ETA: 19:01 - loss: 514.2918 - logits_profile_predictions_loss: 509.1138 - logcount_predictions_loss: 0.3807 63/2435 [..............................] - ETA: 19:01 - loss: 514.3445 - logits_profile_predictions_loss: 509.1626 - logcount_predictions_loss: 0.3810 64/2435 [..............................] - ETA: 19:00 - loss: 514.4251 - logits_profile_predictions_loss: 509.2393 - logcount_predictions_loss: 0.3813 65/2435 [..............................] - ETA: 19:00 - loss: 514.4782 - logits_profile_predictions_loss: 509.2890 - logcount_predictions_loss: 0.3816 66/2435 [..............................] - ETA: 18:59 - loss: 514.5339 - logits_profile_predictions_loss: 509.3412 - logcount_predictions_loss: 0.3818 67/2435 [..............................] - ETA: 18:59 - loss: 514.5944 - logits_profile_predictions_loss: 509.3985 - logcount_predictions_loss: 0.3821 68/2435 [..............................] - ETA: 18:58 - loss: 514.6618 - logits_profile_predictions_loss: 509.4628 - logcount_predictions_loss: 0.3823 69/2435 [..............................] - ETA: 18:58 - loss: 514.7189 - logits_profile_predictions_loss: 509.5170 - logcount_predictions_loss: 0.3825 70/2435 [..............................] - ETA: 18:57 - loss: 514.7895 - logits_profile_predictions_loss: 509.5848 - logcount_predictions_loss: 0.3827 71/2435 [..............................] - ETA: 18:57 - loss: 514.8437 - logits_profile_predictions_loss: 509.6364 - logcount_predictions_loss: 0.3829 72/2435 [..............................] - ETA: 18:57 - loss: 514.8779 - logits_profile_predictions_loss: 509.6685 - logcount_predictions_loss: 0.3830 73/2435 [..............................] - ETA: 18:56 - loss: 514.9099 - logits_profile_predictions_loss: 509.6984 - logcount_predictions_loss: 0.3832 74/2435 [..............................] - ETA: 18:56 - loss: 514.9493 - logits_profile_predictions_loss: 509.7354 - logcount_predictions_loss: 0.3834 75/2435 [..............................] - ETA: 18:55 - loss: 514.9996 - logits_profile_predictions_loss: 509.7832 - logcount_predictions_loss: 0.3836 76/2435 [..............................] - ETA: 18:55 - loss: 515.0525 - logits_profile_predictions_loss: 509.8337 - logcount_predictions_loss: 0.3837 77/2435 [..............................] - ETA: 18:54 - loss: 515.0978 - logits_profile_predictions_loss: 509.8768 - logcount_predictions_loss: 0.3839 78/2435 [..............................] - ETA: 18:54 - loss: 515.1434 - logits_profile_predictions_loss: 509.9193 - logcount_predictions_loss: 0.3841 79/2435 [..............................] - ETA: 18:53 - loss: 515.1864 - logits_profile_predictions_loss: 509.9596 - logcount_predictions_loss: 0.3843 80/2435 [..............................] - ETA: 18:53 - loss: 515.2269 - logits_profile_predictions_loss: 509.9977 - logcount_predictions_loss: 0.3845 81/2435 [..............................] - ETA: 18:52 - loss: 515.2734 - logits_profile_predictions_loss: 510.0417 - logcount_predictions_loss: 0.3847 82/2435 [>.............................] - ETA: 18:52 - loss: 515.3187 - logits_profile_predictions_loss: 510.0846 - logcount_predictions_loss: 0.3849 83/2435 [>.............................] - ETA: 18:51 - loss: 515.3600 - logits_profile_predictions_loss: 510.1237 - logcount_predictions_loss: 0.3850 84/2435 [>.............................] - ETA: 18:51 - loss: 515.3910 - logits_profile_predictions_loss: 510.1524 - logcount_predictions_loss: 0.3852 85/2435 [>.............................] - ETA: 18:50 - loss: 515.4138 - logits_profile_predictions_loss: 510.1733 - logcount_predictions_loss: 0.3853 86/2435 [>.............................] - ETA: 18:50 - loss: 515.4536 - 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[>.............................] - ETA: 18:46 - loss: 515.7714 - logits_profile_predictions_loss: 510.5194 - logcount_predictions_loss: 0.3862 94/2435 [>.............................] - ETA: 18:46 - loss: 515.8248 - logits_profile_predictions_loss: 510.5715 - logcount_predictions_loss: 0.3863 95/2435 [>.............................] - ETA: 18:46 - loss: 515.8687 - logits_profile_predictions_loss: 510.6141 - logcount_predictions_loss: 0.3864 96/2435 [>.............................] - ETA: 18:45 - loss: 515.9057 - logits_profile_predictions_loss: 510.6500 - logcount_predictions_loss: 0.3864 97/2435 [>.............................] - ETA: 18:45 - loss: 515.9459 - logits_profile_predictions_loss: 510.6892 - logcount_predictions_loss: 0.3865 98/2435 [>.............................] - ETA: 18:44 - loss: 515.9716 - logits_profile_predictions_loss: 510.7140 - logcount_predictions_loss: 0.3866 99/2435 [>.............................] - ETA: 18:44 - loss: 516.0063 - 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[====>.........................] - ETA: 16:12 - loss: 513.0415 - logits_profile_predictions_loss: 507.6827 - logcount_predictions_loss: 0.3940 419/2435 [====>.........................] - ETA: 16:11 - loss: 513.0308 - logits_profile_predictions_loss: 507.6719 - logcount_predictions_loss: 0.3940 420/2435 [====>.........................] - ETA: 16:11 - loss: 513.0203 - logits_profile_predictions_loss: 507.6612 - logcount_predictions_loss: 0.3941 421/2435 [====>.........................] - ETA: 16:10 - loss: 513.0096 - logits_profile_predictions_loss: 507.6504 - logcount_predictions_loss: 0.3941 422/2435 [====>.........................] - ETA: 16:10 - loss: 512.9992 - logits_profile_predictions_loss: 507.6398 - logcount_predictions_loss: 0.3941 423/2435 [====>.........................] - ETA: 16:09 - loss: 512.9890 - logits_profile_predictions_loss: 507.6295 - logcount_predictions_loss: 0.3941 424/2435 [====>.........................] - ETA: 16:09 - loss: 512.9789 - 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[====>.........................] - ETA: 15:59 - loss: 512.8215 - logits_profile_predictions_loss: 507.4587 - logcount_predictions_loss: 0.3943 445/2435 [====>.........................] - ETA: 15:59 - loss: 512.8157 - logits_profile_predictions_loss: 507.4528 - logcount_predictions_loss: 0.3943 446/2435 [====>.........................] - ETA: 15:58 - loss: 512.8101 - logits_profile_predictions_loss: 507.4470 - logcount_predictions_loss: 0.3944 447/2435 [====>.........................] - ETA: 15:58 - loss: 512.8046 - logits_profile_predictions_loss: 507.4413 - logcount_predictions_loss: 0.3944 448/2435 [====>.........................] - ETA: 15:57 - loss: 512.7994 - logits_profile_predictions_loss: 507.4360 - logcount_predictions_loss: 0.3944 449/2435 [====>.........................] - ETA: 15:57 - loss: 512.7947 - logits_profile_predictions_loss: 507.4311 - logcount_predictions_loss: 0.3944 450/2435 [====>.........................] - ETA: 15:56 - loss: 512.7900 - 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[====>.........................] - ETA: 15:53 - loss: 512.7528 - logits_profile_predictions_loss: 507.3881 - logcount_predictions_loss: 0.3945 458/2435 [====>.........................] - ETA: 15:52 - loss: 512.7476 - logits_profile_predictions_loss: 507.3828 - logcount_predictions_loss: 0.3945 459/2435 [====>.........................] - ETA: 15:52 - loss: 512.7427 - logits_profile_predictions_loss: 507.3777 - logcount_predictions_loss: 0.3945 460/2435 [====>.........................] - ETA: 15:51 - loss: 512.7376 - logits_profile_predictions_loss: 507.3725 - logcount_predictions_loss: 0.3945 461/2435 [====>.........................] - ETA: 15:51 - loss: 512.7324 - logits_profile_predictions_loss: 507.3671 - logcount_predictions_loss: 0.3945 462/2435 [====>.........................] - ETA: 15:50 - loss: 512.7274 - logits_profile_predictions_loss: 507.3620 - logcount_predictions_loss: 0.3945 463/2435 [====>.........................] - ETA: 15:50 - loss: 512.7224 - 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[=====>........................] - ETA: 15:28 - loss: 512.4755 - logits_profile_predictions_loss: 507.1051 - logcount_predictions_loss: 0.3949 510/2435 [=====>........................] - ETA: 15:27 - loss: 512.4699 - logits_profile_predictions_loss: 507.0993 - logcount_predictions_loss: 0.3949 511/2435 [=====>........................] - ETA: 15:27 - loss: 512.4642 - logits_profile_predictions_loss: 507.0935 - logcount_predictions_loss: 0.3949 512/2435 [=====>........................] - ETA: 15:26 - loss: 512.4583 - logits_profile_predictions_loss: 507.0875 - logcount_predictions_loss: 0.3949 513/2435 [=====>........................] - ETA: 15:26 - loss: 512.4524 - logits_profile_predictions_loss: 507.0815 - logcount_predictions_loss: 0.3949 514/2435 [=====>........................] - ETA: 15:25 - loss: 512.4468 - logits_profile_predictions_loss: 507.0758 - logcount_predictions_loss: 0.3949 515/2435 [=====>........................] - ETA: 15:25 - loss: 512.4415 - 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logits_profile_predictions_loss: 500.9755 - logcount_predictions_loss: 0.4008 321/2435 [==>...........................] - ETA: 16:58 - loss: 506.4438 - logits_profile_predictions_loss: 500.9931 - logcount_predictions_loss: 0.4008 322/2435 [==>...........................] - ETA: 16:57 - loss: 506.4602 - logits_profile_predictions_loss: 501.0101 - logcount_predictions_loss: 0.4007 323/2435 [==>...........................] - ETA: 16:57 - loss: 506.4772 - logits_profile_predictions_loss: 501.0276 - logcount_predictions_loss: 0.4007 324/2435 [==>...........................] - ETA: 16:56 - loss: 506.4957 - logits_profile_predictions_loss: 501.0466 - logcount_predictions_loss: 0.4007 325/2435 [===>..........................] - ETA: 16:56 - loss: 506.5145 - logits_profile_predictions_loss: 501.0660 - logcount_predictions_loss: 0.4006 326/2435 [===>..........................] - ETA: 16:55 - loss: 506.5333 - logits_profile_predictions_loss: 501.0853 - logcount_predictions_loss: 0.4006 327/2435 [===>..........................] - ETA: 16:55 - loss: 506.5513 - logits_profile_predictions_loss: 501.1039 - logcount_predictions_loss: 0.4005 328/2435 [===>..........................] - ETA: 16:54 - loss: 506.5690 - logits_profile_predictions_loss: 501.1221 - logcount_predictions_loss: 0.4005 329/2435 [===>..........................] - ETA: 16:54 - loss: 506.5865 - logits_profile_predictions_loss: 501.1401 - logcount_predictions_loss: 0.4005 330/2435 [===>..........................] - ETA: 16:53 - loss: 506.6034 - logits_profile_predictions_loss: 501.1575 - logcount_predictions_loss: 0.4004 331/2435 [===>..........................] - ETA: 16:53 - loss: 506.6196 - logits_profile_predictions_loss: 501.1743 - logcount_predictions_loss: 0.4004 332/2435 [===>..........................] - ETA: 16:52 - loss: 506.6363 - logits_profile_predictions_loss: 501.1915 - logcount_predictions_loss: 0.4003 333/2435 [===>..........................] - ETA: 16:52 - loss: 506.6528 - 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logits_profile_predictions_loss: 501.4172 - logcount_predictions_loss: 0.3999 347/2435 [===>..........................] - ETA: 16:45 - loss: 506.8692 - logits_profile_predictions_loss: 501.4313 - logcount_predictions_loss: 0.3998 348/2435 [===>..........................] - ETA: 16:45 - loss: 506.8824 - logits_profile_predictions_loss: 501.4449 - logcount_predictions_loss: 0.3998 349/2435 [===>..........................] - ETA: 16:44 - loss: 506.8952 - logits_profile_predictions_loss: 501.4582 - logcount_predictions_loss: 0.3998 350/2435 [===>..........................] - ETA: 16:44 - loss: 506.9083 - logits_profile_predictions_loss: 501.4717 - logcount_predictions_loss: 0.3997 351/2435 [===>..........................] - ETA: 16:43 - loss: 506.9220 - logits_profile_predictions_loss: 501.4858 - logcount_predictions_loss: 0.3997 352/2435 [===>..........................] - ETA: 16:43 - loss: 506.9357 - logits_profile_predictions_loss: 501.5000 - logcount_predictions_loss: 0.3997 353/2435 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logits_profile_predictions_loss: 501.5990 - logcount_predictions_loss: 0.3995 360/2435 [===>..........................] - ETA: 16:39 - loss: 507.0444 - logits_profile_predictions_loss: 501.6120 - logcount_predictions_loss: 0.3994 361/2435 [===>..........................] - ETA: 16:38 - loss: 507.0572 - logits_profile_predictions_loss: 501.6252 - logcount_predictions_loss: 0.3994 362/2435 [===>..........................] - ETA: 16:38 - loss: 507.0691 - logits_profile_predictions_loss: 501.6375 - logcount_predictions_loss: 0.3994 363/2435 [===>..........................] - ETA: 16:37 - loss: 507.0812 - logits_profile_predictions_loss: 501.6501 - logcount_predictions_loss: 0.3993 364/2435 [===>..........................] - ETA: 16:37 - loss: 507.0938 - logits_profile_predictions_loss: 501.6631 - logcount_predictions_loss: 0.3993 365/2435 [===>..........................] - ETA: 16:36 - loss: 507.1063 - logits_profile_predictions_loss: 501.6760 - logcount_predictions_loss: 0.3993 366/2435 [===>..........................] - ETA: 16:36 - loss: 507.1182 - logits_profile_predictions_loss: 501.6884 - logcount_predictions_loss: 0.3993 367/2435 [===>..........................] - ETA: 16:36 - loss: 507.1309 - logits_profile_predictions_loss: 501.7015 - logcount_predictions_loss: 0.3992 368/2435 [===>..........................] - ETA: 16:35 - loss: 507.1436 - logits_profile_predictions_loss: 501.7146 - logcount_predictions_loss: 0.3992 369/2435 [===>..........................] - ETA: 16:35 - loss: 507.1563 - logits_profile_predictions_loss: 501.7277 - logcount_predictions_loss: 0.3992 370/2435 [===>..........................] - ETA: 16:34 - loss: 507.1691 - logits_profile_predictions_loss: 501.7410 - logcount_predictions_loss: 0.3991 371/2435 [===>..........................] - ETA: 16:34 - loss: 507.1821 - logits_profile_predictions_loss: 501.7544 - logcount_predictions_loss: 0.3991 372/2435 [===>..........................] - ETA: 16:33 - loss: 507.1948 - 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[===>..........................] - ETA: 16:30 - loss: 507.2748 - logits_profile_predictions_loss: 501.8503 - logcount_predictions_loss: 0.3989 380/2435 [===>..........................] - ETA: 16:29 - loss: 507.2855 - logits_profile_predictions_loss: 501.8613 - logcount_predictions_loss: 0.3988 381/2435 [===>..........................] - ETA: 16:29 - loss: 507.2958 - logits_profile_predictions_loss: 501.8720 - logcount_predictions_loss: 0.3988 382/2435 [===>..........................] - ETA: 16:28 - loss: 507.3059 - logits_profile_predictions_loss: 501.8825 - logcount_predictions_loss: 0.3988 383/2435 [===>..........................] - ETA: 16:28 - loss: 507.3161 - logits_profile_predictions_loss: 501.8931 - logcount_predictions_loss: 0.3987 384/2435 [===>..........................] - ETA: 16:27 - loss: 507.3266 - logits_profile_predictions_loss: 501.9039 - logcount_predictions_loss: 0.3987 385/2435 [===>..........................] - ETA: 16:27 - loss: 507.3367 - 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[===>..........................] - ETA: 16:24 - loss: 507.3993 - logits_profile_predictions_loss: 501.9792 - logcount_predictions_loss: 0.3985 393/2435 [===>..........................] - ETA: 16:23 - loss: 507.4083 - logits_profile_predictions_loss: 501.9885 - logcount_predictions_loss: 0.3985 394/2435 [===>..........................] - ETA: 16:23 - loss: 507.4175 - logits_profile_predictions_loss: 501.9980 - logcount_predictions_loss: 0.3985 395/2435 [===>..........................] - ETA: 16:22 - loss: 507.4266 - logits_profile_predictions_loss: 502.0073 - logcount_predictions_loss: 0.3985 396/2435 [===>..........................] - ETA: 16:22 - loss: 507.4353 - logits_profile_predictions_loss: 502.0164 - logcount_predictions_loss: 0.3984 397/2435 [===>..........................] - ETA: 16:21 - loss: 507.4443 - logits_profile_predictions_loss: 502.0257 - logcount_predictions_loss: 0.3984 398/2435 [===>..........................] - ETA: 16:21 - loss: 507.4537 - 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[===>..........................] - ETA: 16:17 - loss: 507.5207 - logits_profile_predictions_loss: 502.1046 - logcount_predictions_loss: 0.3982 406/2435 [====>.........................] - ETA: 16:17 - loss: 507.5305 - logits_profile_predictions_loss: 502.1148 - logcount_predictions_loss: 0.3982 407/2435 [====>.........................] - ETA: 16:16 - loss: 507.5409 - logits_profile_predictions_loss: 502.1255 - logcount_predictions_loss: 0.3982 408/2435 [====>.........................] - ETA: 16:16 - loss: 507.5512 - logits_profile_predictions_loss: 502.1361 - logcount_predictions_loss: 0.3982 409/2435 [====>.........................] - ETA: 16:15 - loss: 507.5623 - logits_profile_predictions_loss: 502.1476 - logcount_predictions_loss: 0.3981 410/2435 [====>.........................] - ETA: 16:15 - loss: 507.5732 - logits_profile_predictions_loss: 502.1588 - logcount_predictions_loss: 0.3981 411/2435 [====>.........................] - ETA: 16:14 - loss: 507.5839 - logits_profile_predictions_loss: 502.1698 - logcount_predictions_loss: 0.3981 412/2435 [====>.........................] - ETA: 16:14 - loss: 507.5941 - logits_profile_predictions_loss: 502.1803 - logcount_predictions_loss: 0.3981 413/2435 [====>.........................] - ETA: 16:13 - loss: 507.6041 - logits_profile_predictions_loss: 502.1906 - logcount_predictions_loss: 0.3981 414/2435 [====>.........................] - ETA: 16:13 - loss: 507.6143 - logits_profile_predictions_loss: 502.2011 - logcount_predictions_loss: 0.3980 415/2435 [====>.........................] - ETA: 16:13 - loss: 507.6243 - logits_profile_predictions_loss: 502.2114 - logcount_predictions_loss: 0.3980 416/2435 [====>.........................] - ETA: 16:12 - loss: 507.6341 - logits_profile_predictions_loss: 502.2215 - logcount_predictions_loss: 0.3980 417/2435 [====>.........................] - ETA: 16:12 - loss: 507.6445 - logits_profile_predictions_loss: 502.2322 - logcount_predictions_loss: 0.3980 418/2435 [====>.........................] - ETA: 16:11 - loss: 507.6546 - logits_profile_predictions_loss: 502.2426 - logcount_predictions_loss: 0.3979 419/2435 [====>.........................] - ETA: 16:11 - loss: 507.6646 - logits_profile_predictions_loss: 502.2528 - logcount_predictions_loss: 0.3979 420/2435 [====>.........................] - ETA: 16:10 - loss: 507.6745 - logits_profile_predictions_loss: 502.2630 - logcount_predictions_loss: 0.3979 421/2435 [====>.........................] - ETA: 16:10 - loss: 507.6845 - logits_profile_predictions_loss: 502.2734 - logcount_predictions_loss: 0.3979 422/2435 [====>.........................] - ETA: 16:09 - loss: 507.6950 - logits_profile_predictions_loss: 502.2841 - logcount_predictions_loss: 0.3979 423/2435 [====>.........................] - ETA: 16:09 - loss: 507.7049 - logits_profile_predictions_loss: 502.2943 - logcount_predictions_loss: 0.3978 424/2435 [====>.........................] - ETA: 16:08 - loss: 507.7148 - logits_profile_predictions_loss: 502.3045 - logcount_predictions_loss: 0.3978 425/2435 [====>.........................] - ETA: 16:08 - loss: 507.7249 - logits_profile_predictions_loss: 502.3149 - logcount_predictions_loss: 0.3978 426/2435 [====>.........................] - ETA: 16:07 - loss: 507.7350 - logits_profile_predictions_loss: 502.3252 - logcount_predictions_loss: 0.3978 427/2435 [====>.........................] - ETA: 16:07 - loss: 507.7445 - logits_profile_predictions_loss: 502.3350 - logcount_predictions_loss: 0.3978 428/2435 [====>.........................] - ETA: 16:06 - loss: 507.7538 - logits_profile_predictions_loss: 502.3445 - logcount_predictions_loss: 0.3977 429/2435 [====>.........................] - ETA: 16:06 - loss: 507.7630 - logits_profile_predictions_loss: 502.3540 - logcount_predictions_loss: 0.3977 430/2435 [====>.........................] - ETA: 16:05 - loss: 507.7724 - logits_profile_predictions_loss: 502.3637 - logcount_predictions_loss: 0.3977 431/2435 [====>.........................] - ETA: 16:05 - loss: 507.7819 - logits_profile_predictions_loss: 502.3735 - logcount_predictions_loss: 0.3977 432/2435 [====>.........................] - ETA: 16:04 - loss: 507.7909 - logits_profile_predictions_loss: 502.3827 - logcount_predictions_loss: 0.3977 433/2435 [====>.........................] - ETA: 16:04 - loss: 507.8004 - logits_profile_predictions_loss: 502.3924 - logcount_predictions_loss: 0.3977 434/2435 [====>.........................] - ETA: 16:03 - loss: 507.8096 - logits_profile_predictions_loss: 502.4018 - logcount_predictions_loss: 0.3976 435/2435 [====>.........................] - ETA: 16:03 - loss: 507.8185 - logits_profile_predictions_loss: 502.4109 - logcount_predictions_loss: 0.3976 436/2435 [====>.........................] - ETA: 16:02 - loss: 507.8275 - logits_profile_predictions_loss: 502.4200 - logcount_predictions_loss: 0.3976 437/2435 [====>.........................] - ETA: 16:02 - loss: 507.8364 - logits_profile_predictions_loss: 502.4292 - logcount_predictions_loss: 0.3976 438/2435 [====>.........................] - ETA: 16:01 - loss: 507.8453 - logits_profile_predictions_loss: 502.4383 - logcount_predictions_loss: 0.3976 439/2435 [====>.........................] - ETA: 16:01 - loss: 507.8543 - logits_profile_predictions_loss: 502.4475 - logcount_predictions_loss: 0.3976 440/2435 [====>.........................] - ETA: 16:00 - loss: 507.8631 - logits_profile_predictions_loss: 502.4565 - logcount_predictions_loss: 0.3975 441/2435 [====>.........................] - ETA: 16:00 - loss: 507.8719 - logits_profile_predictions_loss: 502.4655 - logcount_predictions_loss: 0.3975 442/2435 [====>.........................] - ETA: 16:00 - loss: 507.8807 - logits_profile_predictions_loss: 502.4746 - logcount_predictions_loss: 0.3975 443/2435 [====>.........................] - ETA: 15:59 - loss: 507.8899 - logits_profile_predictions_loss: 502.4839 - logcount_predictions_loss: 0.3975 444/2435 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logcount_predictions_loss: 0.3708 2/2435 [..............................] - ETA: 19:30 - loss: 596.7248 - logits_profile_predictions_loss: 591.5322 - logcount_predictions_loss: 0.3818 3/2435 [..............................] - ETA: 19:30 - loss: 585.2379 - logits_profile_predictions_loss: 580.2561 - logcount_predictions_loss: 0.3663 4/2435 [..............................] - ETA: 19:30 - loss: 577.0165 - logits_profile_predictions_loss: 572.0575 - logcount_predictions_loss: 0.3646 5/2435 [..............................] - ETA: 19:29 - loss: 570.9463 - logits_profile_predictions_loss: 566.0121 - logcount_predictions_loss: 0.3628 6/2435 [..............................] - ETA: 19:29 - loss: 566.4837 - logits_profile_predictions_loss: 561.5628 - logcount_predictions_loss: 0.3618 7/2435 [..............................] - ETA: 19:28 - loss: 561.9120 - logits_profile_predictions_loss: 557.0296 - logcount_predictions_loss: 0.3590 8/2435 [..............................] - ETA: 19:28 - loss: 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[..............................] - ETA: 19:19 - loss: 530.4003 - logits_profile_predictions_loss: 525.4149 - logcount_predictions_loss: 0.3666 29/2435 [..............................] - ETA: 19:19 - loss: 529.7607 - logits_profile_predictions_loss: 524.7664 - logcount_predictions_loss: 0.3672 30/2435 [..............................] - ETA: 19:18 - loss: 529.1889 - logits_profile_predictions_loss: 524.1871 - logcount_predictions_loss: 0.3678 31/2435 [..............................] - ETA: 19:18 - loss: 528.5850 - logits_profile_predictions_loss: 523.5756 - logcount_predictions_loss: 0.3683 32/2435 [..............................] - ETA: 19:17 - loss: 527.9482 - logits_profile_predictions_loss: 522.9323 - logcount_predictions_loss: 0.3688 33/2435 [..............................] - ETA: 19:17 - loss: 527.3657 - logits_profile_predictions_loss: 522.3438 - logcount_predictions_loss: 0.3693 34/2435 [..............................] - ETA: 19:16 - loss: 526.7831 - 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[..............................] - ETA: 19:12 - loss: 522.5548 - logits_profile_predictions_loss: 517.5155 - logcount_predictions_loss: 0.3705 42/2435 [..............................] - ETA: 19:12 - loss: 521.9853 - logits_profile_predictions_loss: 516.9466 - logcount_predictions_loss: 0.3705 43/2435 [..............................] - ETA: 19:11 - loss: 521.4779 - logits_profile_predictions_loss: 516.4394 - logcount_predictions_loss: 0.3705 44/2435 [..............................] - ETA: 19:11 - loss: 520.9935 - logits_profile_predictions_loss: 515.9545 - logcount_predictions_loss: 0.3705 45/2435 [..............................] - ETA: 19:10 - loss: 520.5287 - logits_profile_predictions_loss: 515.4897 - logcount_predictions_loss: 0.3705 46/2435 [..............................] - ETA: 19:10 - loss: 520.0599 - logits_profile_predictions_loss: 515.0213 - logcount_predictions_loss: 0.3705 47/2435 [..............................] - ETA: 19:09 - loss: 519.6265 - 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[..............................] - ETA: 19:06 - loss: 517.2014 - logits_profile_predictions_loss: 512.1641 - logcount_predictions_loss: 0.3704 55/2435 [..............................] - ETA: 19:05 - loss: 516.9382 - logits_profile_predictions_loss: 511.9014 - logcount_predictions_loss: 0.3704 56/2435 [..............................] - ETA: 19:05 - loss: 516.6630 - logits_profile_predictions_loss: 511.6267 - logcount_predictions_loss: 0.3703 57/2435 [..............................] - ETA: 19:04 - loss: 516.4029 - logits_profile_predictions_loss: 511.3670 - logcount_predictions_loss: 0.3703 58/2435 [..............................] - ETA: 19:04 - loss: 516.1497 - logits_profile_predictions_loss: 511.1143 - logcount_predictions_loss: 0.3703 59/2435 [..............................] - ETA: 19:03 - loss: 515.9009 - logits_profile_predictions_loss: 510.8662 - logcount_predictions_loss: 0.3702 60/2435 [..............................] - ETA: 19:03 - loss: 515.6756 - 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[..............................] - ETA: 18:59 - loss: 514.5160 - logits_profile_predictions_loss: 509.4872 - logcount_predictions_loss: 0.3698 68/2435 [..............................] - ETA: 18:59 - loss: 514.3854 - logits_profile_predictions_loss: 509.3571 - logcount_predictions_loss: 0.3697 69/2435 [..............................] - ETA: 18:58 - loss: 514.2511 - logits_profile_predictions_loss: 509.2233 - logcount_predictions_loss: 0.3697 70/2435 [..............................] - ETA: 18:58 - loss: 514.1041 - logits_profile_predictions_loss: 509.0770 - logcount_predictions_loss: 0.3696 71/2435 [..............................] - ETA: 18:57 - loss: 513.9418 - logits_profile_predictions_loss: 508.9158 - logcount_predictions_loss: 0.3696 72/2435 [..............................] - ETA: 18:57 - loss: 513.8033 - logits_profile_predictions_loss: 508.7783 - logcount_predictions_loss: 0.3695 73/2435 [..............................] - ETA: 18:56 - loss: 513.6651 - 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[====>.........................] - ETA: 16:11 - loss: 507.6302 - logits_profile_predictions_loss: 502.4955 - logcount_predictions_loss: 0.3775 419/2435 [====>.........................] - ETA: 16:10 - loss: 507.6299 - logits_profile_predictions_loss: 502.4951 - logcount_predictions_loss: 0.3776 420/2435 [====>.........................] - ETA: 16:10 - loss: 507.6295 - logits_profile_predictions_loss: 502.4946 - logcount_predictions_loss: 0.3776 421/2435 [====>.........................] - ETA: 16:09 - loss: 507.6290 - logits_profile_predictions_loss: 502.4940 - logcount_predictions_loss: 0.3776 422/2435 [====>.........................] - ETA: 16:09 - loss: 507.6282 - logits_profile_predictions_loss: 502.4931 - logcount_predictions_loss: 0.3776 423/2435 [====>.........................] - ETA: 16:09 - loss: 507.6274 - logits_profile_predictions_loss: 502.4922 - logcount_predictions_loss: 0.3776 424/2435 [====>.........................] - ETA: 16:08 - loss: 507.6265 - 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[====>.........................] - ETA: 16:05 - loss: 507.6219 - logits_profile_predictions_loss: 502.4859 - logcount_predictions_loss: 0.3776 432/2435 [====>.........................] - ETA: 16:04 - loss: 507.6223 - logits_profile_predictions_loss: 502.4862 - logcount_predictions_loss: 0.3777 433/2435 [====>.........................] - ETA: 16:04 - loss: 507.6231 - logits_profile_predictions_loss: 502.4869 - logcount_predictions_loss: 0.3777 434/2435 [====>.........................] - ETA: 16:03 - loss: 507.6239 - logits_profile_predictions_loss: 502.4877 - logcount_predictions_loss: 0.3777 435/2435 [====>.........................] - ETA: 16:03 - loss: 507.6245 - logits_profile_predictions_loss: 502.4882 - logcount_predictions_loss: 0.3777 436/2435 [====>.........................] - ETA: 16:02 - loss: 507.6255 - logits_profile_predictions_loss: 502.4891 - logcount_predictions_loss: 0.3777 437/2435 [====>.........................] - ETA: 16:02 - loss: 507.6267 - 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[====>.........................] - ETA: 15:58 - loss: 507.6441 - logits_profile_predictions_loss: 502.5071 - logcount_predictions_loss: 0.3777 445/2435 [====>.........................] - ETA: 15:58 - loss: 507.6472 - logits_profile_predictions_loss: 502.5102 - logcount_predictions_loss: 0.3777 446/2435 [====>.........................] - ETA: 15:57 - loss: 507.6505 - logits_profile_predictions_loss: 502.5133 - logcount_predictions_loss: 0.3777 447/2435 [====>.........................] - ETA: 15:57 - loss: 507.6535 - logits_profile_predictions_loss: 502.5163 - logcount_predictions_loss: 0.3777 448/2435 [====>.........................] - ETA: 15:56 - loss: 507.6560 - logits_profile_predictions_loss: 502.5187 - logcount_predictions_loss: 0.3777 449/2435 [====>.........................] - ETA: 15:56 - loss: 507.6579 - logits_profile_predictions_loss: 502.5206 - logcount_predictions_loss: 0.3777 450/2435 [====>.........................] - ETA: 15:56 - loss: 507.6595 - 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[====>.........................] - ETA: 15:40 - loss: 507.7050 - logits_profile_predictions_loss: 502.5648 - logcount_predictions_loss: 0.3780 484/2435 [====>.........................] - ETA: 15:39 - loss: 507.7060 - logits_profile_predictions_loss: 502.5656 - logcount_predictions_loss: 0.3780 485/2435 [====>.........................] - ETA: 15:39 - loss: 507.7069 - logits_profile_predictions_loss: 502.5664 - logcount_predictions_loss: 0.3780 486/2435 [====>.........................] - ETA: 15:38 - loss: 507.7079 - logits_profile_predictions_loss: 502.5673 - logcount_predictions_loss: 0.3780 487/2435 [=====>........................] - ETA: 15:38 - loss: 507.7087 - logits_profile_predictions_loss: 502.5680 - logcount_predictions_loss: 0.3780 488/2435 [=====>........................] - ETA: 15:37 - loss: 507.7093 - logits_profile_predictions_loss: 502.5685 - logcount_predictions_loss: 0.3780 489/2435 [=====>........................] - ETA: 15:37 - loss: 507.7100 - 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[=====>........................] - ETA: 15:33 - loss: 507.7138 - logits_profile_predictions_loss: 502.5722 - logcount_predictions_loss: 0.3781 497/2435 [=====>........................] - ETA: 15:33 - loss: 507.7147 - logits_profile_predictions_loss: 502.5730 - logcount_predictions_loss: 0.3781 498/2435 [=====>........................] - ETA: 15:32 - loss: 507.7153 - logits_profile_predictions_loss: 502.5735 - logcount_predictions_loss: 0.3781 499/2435 [=====>........................] - ETA: 15:32 - loss: 507.7159 - logits_profile_predictions_loss: 502.5741 - logcount_predictions_loss: 0.3781 500/2435 [=====>........................] - ETA: 15:31 - loss: 507.7165 - logits_profile_predictions_loss: 502.5746 - logcount_predictions_loss: 0.3781 501/2435 [=====>........................] - ETA: 15:31 - loss: 507.7168 - logits_profile_predictions_loss: 502.5748 - logcount_predictions_loss: 0.3781 502/2435 [=====>........................] - ETA: 15:31 - loss: 507.7172 - 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[====>.........................] - ETA: 16:17 - loss: 504.4551 - logits_profile_predictions_loss: 499.3483 - logcount_predictions_loss: 0.3755 407/2435 [====>.........................] - ETA: 16:16 - loss: 504.4538 - logits_profile_predictions_loss: 499.3470 - logcount_predictions_loss: 0.3755 408/2435 [====>.........................] - ETA: 16:16 - loss: 504.4522 - logits_profile_predictions_loss: 499.3454 - logcount_predictions_loss: 0.3755 409/2435 [====>.........................] - ETA: 16:15 - loss: 504.4507 - logits_profile_predictions_loss: 499.3438 - logcount_predictions_loss: 0.3755 410/2435 [====>.........................] - ETA: 16:15 - loss: 504.4495 - logits_profile_predictions_loss: 499.3426 - logcount_predictions_loss: 0.3755 411/2435 [====>.........................] - ETA: 16:14 - loss: 504.4485 - logits_profile_predictions_loss: 499.3416 - logcount_predictions_loss: 0.3755 412/2435 [====>.........................] - ETA: 16:14 - loss: 504.4473 - 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[====>.........................] - ETA: 16:10 - loss: 504.4421 - logits_profile_predictions_loss: 499.3346 - logcount_predictions_loss: 0.3756 420/2435 [====>.........................] - ETA: 16:10 - loss: 504.4415 - logits_profile_predictions_loss: 499.3340 - logcount_predictions_loss: 0.3756 421/2435 [====>.........................] - ETA: 16:09 - loss: 504.4407 - logits_profile_predictions_loss: 499.3331 - logcount_predictions_loss: 0.3756 422/2435 [====>.........................] - ETA: 16:09 - loss: 504.4405 - logits_profile_predictions_loss: 499.3328 - logcount_predictions_loss: 0.3756 423/2435 [====>.........................] - ETA: 16:09 - loss: 504.4400 - logits_profile_predictions_loss: 499.3322 - logcount_predictions_loss: 0.3756 424/2435 [====>.........................] - ETA: 16:08 - loss: 504.4399 - logits_profile_predictions_loss: 499.3321 - logcount_predictions_loss: 0.3756 425/2435 [====>.........................] - ETA: 16:08 - loss: 504.4396 - logits_profile_predictions_loss: 499.3316 - logcount_predictions_loss: 0.3756 426/2435 [====>.........................] - ETA: 16:07 - loss: 504.4393 - logits_profile_predictions_loss: 499.3313 - logcount_predictions_loss: 0.3756 427/2435 [====>.........................] - ETA: 16:07 - loss: 504.4393 - logits_profile_predictions_loss: 499.3312 - logcount_predictions_loss: 0.3756 428/2435 [====>.........................] - ETA: 16:06 - loss: 504.4392 - logits_profile_predictions_loss: 499.3311 - logcount_predictions_loss: 0.3756 429/2435 [====>.........................] - ETA: 16:06 - loss: 504.4391 - logits_profile_predictions_loss: 499.3310 - logcount_predictions_loss: 0.3756 430/2435 [====>.........................] - ETA: 16:05 - loss: 504.4392 - logits_profile_predictions_loss: 499.3310 - logcount_predictions_loss: 0.3756 431/2435 [====>.........................] - ETA: 16:05 - loss: 504.4393 - logits_profile_predictions_loss: 499.3311 - logcount_predictions_loss: 0.3756 432/2435 [====>.........................] - ETA: 16:04 - loss: 504.4397 - logits_profile_predictions_loss: 499.3314 - logcount_predictions_loss: 0.3756 433/2435 [====>.........................] - ETA: 16:04 - loss: 504.4401 - logits_profile_predictions_loss: 499.3318 - logcount_predictions_loss: 0.3756 434/2435 [====>.........................] - ETA: 16:03 - loss: 504.4404 - logits_profile_predictions_loss: 499.3321 - logcount_predictions_loss: 0.3756 435/2435 [====>.........................] - ETA: 16:03 - loss: 504.4409 - logits_profile_predictions_loss: 499.3326 - logcount_predictions_loss: 0.3756 436/2435 [====>.........................] - ETA: 16:02 - loss: 504.4413 - logits_profile_predictions_loss: 499.3329 - logcount_predictions_loss: 0.3756 437/2435 [====>.........................] - ETA: 16:02 - loss: 504.4417 - logits_profile_predictions_loss: 499.3333 - logcount_predictions_loss: 0.3756 438/2435 [====>.........................] - ETA: 16:01 - loss: 504.4422 - 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[====>.........................] - ETA: 15:39 - loss: 504.4815 - logits_profile_predictions_loss: 499.3728 - logcount_predictions_loss: 0.3756 485/2435 [====>.........................] - ETA: 15:39 - loss: 504.4829 - logits_profile_predictions_loss: 499.3743 - logcount_predictions_loss: 0.3756 486/2435 [====>.........................] - ETA: 15:38 - loss: 504.4839 - logits_profile_predictions_loss: 499.3752 - logcount_predictions_loss: 0.3756 487/2435 [=====>........................] - ETA: 15:38 - loss: 504.4846 - logits_profile_predictions_loss: 499.3759 - logcount_predictions_loss: 0.3756 488/2435 [=====>........................] - ETA: 15:37 - loss: 504.4850 - logits_profile_predictions_loss: 499.3763 - logcount_predictions_loss: 0.3756 489/2435 [=====>........................] - ETA: 15:37 - loss: 504.4854 - logits_profile_predictions_loss: 499.3767 - logcount_predictions_loss: 0.3756 490/2435 [=====>........................] - ETA: 15:36 - loss: 504.4855 - 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[============================>.] - ETA: 19s - loss: 505.5958 - logits_profile_predictions_loss: 500.4928 - logcount_predictions_loss: 0.3752 2396/2435 [============================>.] - ETA: 18s - loss: 505.5958 - logits_profile_predictions_loss: 500.4929 - logcount_predictions_loss: 0.3752 2397/2435 [============================>.] - ETA: 18s - loss: 505.5959 - logits_profile_predictions_loss: 500.4930 - logcount_predictions_loss: 0.3752 2398/2435 [============================>.] - ETA: 17s - loss: 505.5959 - logits_profile_predictions_loss: 500.4930 - logcount_predictions_loss: 0.3752 2399/2435 [============================>.] - ETA: 17s - loss: 505.5960 - logits_profile_predictions_loss: 500.4931 - logcount_predictions_loss: 0.3752 2400/2435 [============================>.] - ETA: 16s - loss: 505.5961 - logits_profile_predictions_loss: 500.4932 - logcount_predictions_loss: 0.3752 2401/2435 [============================>.] - ETA: 16s - loss: 505.5961 - 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[============================>.] - ETA: 13s - loss: 505.5966 - logits_profile_predictions_loss: 500.4938 - logcount_predictions_loss: 0.3752 2409/2435 [============================>.] - ETA: 12s - loss: 505.5967 - logits_profile_predictions_loss: 500.4939 - logcount_predictions_loss: 0.3752 2410/2435 [============================>.] - ETA: 12s - loss: 505.5967 - logits_profile_predictions_loss: 500.4940 - logcount_predictions_loss: 0.3752 2411/2435 [============================>.] - ETA: 11s - loss: 505.5968 - logits_profile_predictions_loss: 500.4940 - logcount_predictions_loss: 0.3752 2412/2435 [============================>.] - ETA: 11s - loss: 505.5969 - logits_profile_predictions_loss: 500.4941 - logcount_predictions_loss: 0.3752 2413/2435 [============================>.] - ETA: 10s - loss: 505.5969 - logits_profile_predictions_loss: 500.4942 - logcount_predictions_loss: 0.3752 2414/2435 [============================>.] - ETA: 10s - loss: 505.5970 - 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[============================>.] - ETA: 6s - loss: 505.5974 - logits_profile_predictions_loss: 500.4948 - logcount_predictions_loss: 0.3752 2422/2435 [============================>.] - ETA: 6s - loss: 505.5975 - logits_profile_predictions_loss: 500.4948 - logcount_predictions_loss: 0.3752 2423/2435 [============================>.] - ETA: 5s - loss: 505.5975 - logits_profile_predictions_loss: 500.4949 - logcount_predictions_loss: 0.3752 2424/2435 [============================>.] - ETA: 5s - loss: 505.5976 - logits_profile_predictions_loss: 500.4949 - logcount_predictions_loss: 0.3752 2425/2435 [============================>.] - ETA: 4s - loss: 505.5976 - logits_profile_predictions_loss: 500.4950 - logcount_predictions_loss: 0.3752 2426/2435 [============================>.] - ETA: 4s - loss: 505.5976 - logits_profile_predictions_loss: 500.4950 - logcount_predictions_loss: 0.3752 2427/2435 [============================>.] - ETA: 3s - loss: 505.5977 - logits_profile_predictions_loss: 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509.9766 - logits_profile_predictions_loss: 504.7391 - logcount_predictions_loss: 0.3851 11/2435 [..............................] - ETA: 19:27 - loss: 510.9620 - logits_profile_predictions_loss: 505.6956 - logcount_predictions_loss: 0.3872 12/2435 [..............................] - ETA: 19:26 - loss: 511.7953 - logits_profile_predictions_loss: 506.5150 - logcount_predictions_loss: 0.3883 13/2435 [..............................] - ETA: 19:26 - loss: 512.3463 - logits_profile_predictions_loss: 507.0593 - logcount_predictions_loss: 0.3887 14/2435 [..............................] - ETA: 19:25 - loss: 512.5115 - logits_profile_predictions_loss: 507.2287 - logcount_predictions_loss: 0.3884 15/2435 [..............................] - ETA: 19:25 - loss: 512.8406 - logits_profile_predictions_loss: 507.5528 - logcount_predictions_loss: 0.3888 16/2435 [..............................] - ETA: 19:25 - loss: 512.9893 - logits_profile_predictions_loss: 507.6932 - logcount_predictions_loss: 0.3894 17/2435 [..............................] - ETA: 19:24 - loss: 513.3317 - logits_profile_predictions_loss: 508.0142 - logcount_predictions_loss: 0.3910 18/2435 [..............................] - ETA: 19:23 - loss: 513.4861 - logits_profile_predictions_loss: 508.1545 - logcount_predictions_loss: 0.3920 19/2435 [..............................] - ETA: 19:23 - loss: 513.6705 - logits_profile_predictions_loss: 508.3253 - logcount_predictions_loss: 0.3930 20/2435 [..............................] - ETA: 19:22 - loss: 513.9077 - logits_profile_predictions_loss: 508.5523 - logcount_predictions_loss: 0.3938 21/2435 [..............................] - ETA: 19:22 - loss: 513.9505 - logits_profile_predictions_loss: 508.5852 - logcount_predictions_loss: 0.3945 22/2435 [..............................] - ETA: 19:21 - loss: 514.0148 - logits_profile_predictions_loss: 508.6381 - logcount_predictions_loss: 0.3953 23/2435 [..............................] - ETA: 19:21 - loss: 514.0188 - logits_profile_predictions_loss: 508.6354 - logcount_predictions_loss: 0.3958 24/2435 [..............................] - ETA: 19:20 - loss: 514.0503 - logits_profile_predictions_loss: 508.6613 - logcount_predictions_loss: 0.3962 25/2435 [..............................] - ETA: 19:20 - loss: 514.0790 - logits_profile_predictions_loss: 508.6857 - logcount_predictions_loss: 0.3966 26/2435 [..............................] - ETA: 19:19 - loss: 513.9794 - logits_profile_predictions_loss: 508.5833 - logcount_predictions_loss: 0.3968 27/2435 [..............................] - ETA: 19:19 - loss: 513.8797 - logits_profile_predictions_loss: 508.4811 - logcount_predictions_loss: 0.3970 28/2435 [..............................] - ETA: 19:19 - loss: 513.5907 - logits_profile_predictions_loss: 508.1920 - logcount_predictions_loss: 0.3970 29/2435 [..............................] - ETA: 19:18 - loss: 513.3029 - logits_profile_predictions_loss: 507.9058 - logcount_predictions_loss: 0.3968 30/2435 [..............................] - ETA: 19:18 - loss: 513.0486 - logits_profile_predictions_loss: 507.6509 - logcount_predictions_loss: 0.3969 31/2435 [..............................] - ETA: 19:17 - loss: 512.7858 - logits_profile_predictions_loss: 507.3874 - logcount_predictions_loss: 0.3969 32/2435 [..............................] - ETA: 19:17 - loss: 512.5884 - logits_profile_predictions_loss: 507.1870 - logcount_predictions_loss: 0.3972 33/2435 [..............................] - ETA: 19:16 - loss: 512.4570 - logits_profile_predictions_loss: 507.0535 - logcount_predictions_loss: 0.3973 34/2435 [..............................] - ETA: 19:16 - loss: 512.3711 - logits_profile_predictions_loss: 506.9651 - logcount_predictions_loss: 0.3975 35/2435 [..............................] - ETA: 19:15 - loss: 512.2943 - logits_profile_predictions_loss: 506.8856 - logcount_predictions_loss: 0.3977 36/2435 [..............................] - ETA: 19:14 - loss: 512.1710 - logits_profile_predictions_loss: 506.7590 - logcount_predictions_loss: 0.3979 37/2435 [..............................] - ETA: 19:14 - loss: 512.1145 - logits_profile_predictions_loss: 506.7000 - logcount_predictions_loss: 0.3981 38/2435 [..............................] - ETA: 19:13 - loss: 512.0911 - logits_profile_predictions_loss: 506.6751 - logcount_predictions_loss: 0.3982 39/2435 [..............................] - ETA: 19:13 - loss: 512.0390 - logits_profile_predictions_loss: 506.6219 - logcount_predictions_loss: 0.3983 40/2435 [..............................] - ETA: 19:12 - loss: 511.9843 - logits_profile_predictions_loss: 506.5660 - logcount_predictions_loss: 0.3984 41/2435 [..............................] - ETA: 19:12 - loss: 511.8718 - logits_profile_predictions_loss: 506.4534 - logcount_predictions_loss: 0.3984 42/2435 [..............................] - ETA: 19:11 - loss: 511.7507 - logits_profile_predictions_loss: 506.3313 - logcount_predictions_loss: 0.3985 43/2435 [..............................] - ETA: 19:11 - loss: 511.5972 - logits_profile_predictions_loss: 506.1771 - logcount_predictions_loss: 0.3985 44/2435 [..............................] - ETA: 19:10 - loss: 511.4286 - logits_profile_predictions_loss: 506.0085 - logcount_predictions_loss: 0.3985 45/2435 [..............................] - ETA: 19:10 - loss: 511.3005 - logits_profile_predictions_loss: 505.8812 - logcount_predictions_loss: 0.3985 46/2435 [..............................] - ETA: 19:09 - loss: 511.2065 - logits_profile_predictions_loss: 505.7871 - logcount_predictions_loss: 0.3985 47/2435 [..............................] - ETA: 19:09 - loss: 511.1114 - logits_profile_predictions_loss: 505.6916 - logcount_predictions_loss: 0.3985 48/2435 [..............................] - ETA: 19:08 - loss: 511.0176 - logits_profile_predictions_loss: 505.5981 - logcount_predictions_loss: 0.3985 49/2435 [..............................] - ETA: 19:08 - loss: 510.9050 - logits_profile_predictions_loss: 505.4864 - logcount_predictions_loss: 0.3984 50/2435 [..............................] - ETA: 19:07 - loss: 510.7979 - logits_profile_predictions_loss: 505.3783 - logcount_predictions_loss: 0.3985 51/2435 [..............................] - ETA: 19:07 - loss: 510.6573 - logits_profile_predictions_loss: 505.2377 - logcount_predictions_loss: 0.3985 52/2435 [..............................] - ETA: 19:06 - loss: 510.5116 - logits_profile_predictions_loss: 505.0923 - logcount_predictions_loss: 0.3985 53/2435 [..............................] - ETA: 19:06 - loss: 510.3792 - logits_profile_predictions_loss: 504.9603 - logcount_predictions_loss: 0.3984 54/2435 [..............................] - ETA: 19:05 - loss: 510.2243 - logits_profile_predictions_loss: 504.8066 - logcount_predictions_loss: 0.3984 55/2435 [..............................] - ETA: 19:05 - loss: 510.0444 - logits_profile_predictions_loss: 504.6282 - logcount_predictions_loss: 0.3982 56/2435 [..............................] - ETA: 19:04 - loss: 509.8700 - logits_profile_predictions_loss: 504.4553 - logcount_predictions_loss: 0.3981 57/2435 [..............................] - ETA: 19:04 - loss: 509.6980 - logits_profile_predictions_loss: 504.2854 - logcount_predictions_loss: 0.3980 58/2435 [..............................] - ETA: 19:04 - loss: 509.5429 - logits_profile_predictions_loss: 504.1325 - logcount_predictions_loss: 0.3978 59/2435 [..............................] - ETA: 19:03 - loss: 509.3556 - logits_profile_predictions_loss: 503.9479 - logcount_predictions_loss: 0.3976 60/2435 [..............................] - ETA: 19:03 - loss: 509.1713 - logits_profile_predictions_loss: 503.7655 - logcount_predictions_loss: 0.3975 61/2435 [..............................] - ETA: 19:02 - loss: 508.9906 - logits_profile_predictions_loss: 503.5874 - logcount_predictions_loss: 0.3973 62/2435 [..............................] - ETA: 19:02 - loss: 508.8253 - logits_profile_predictions_loss: 503.4250 - logcount_predictions_loss: 0.3971 63/2435 [..............................] - ETA: 19:01 - loss: 508.6659 - logits_profile_predictions_loss: 503.2687 - logcount_predictions_loss: 0.3968 64/2435 [..............................] - ETA: 19:01 - loss: 508.5285 - logits_profile_predictions_loss: 503.1343 - logcount_predictions_loss: 0.3966 65/2435 [..............................] - ETA: 19:00 - loss: 508.3982 - logits_profile_predictions_loss: 503.0073 - logcount_predictions_loss: 0.3964 66/2435 [..............................] - ETA: 19:00 - loss: 508.2504 - logits_profile_predictions_loss: 502.8629 - logcount_predictions_loss: 0.3961 67/2435 [..............................] - ETA: 18:59 - loss: 508.1144 - logits_profile_predictions_loss: 502.7306 - logcount_predictions_loss: 0.3959 68/2435 [..............................] - ETA: 18:59 - loss: 507.9967 - logits_profile_predictions_loss: 502.6169 - logcount_predictions_loss: 0.3956 69/2435 [..............................] - ETA: 18:58 - loss: 507.8859 - logits_profile_predictions_loss: 502.5096 - logcount_predictions_loss: 0.3953 70/2435 [..............................] - ETA: 18:58 - loss: 507.7771 - logits_profile_predictions_loss: 502.4043 - logcount_predictions_loss: 0.3951 71/2435 [..............................] - ETA: 18:57 - loss: 507.6802 - logits_profile_predictions_loss: 502.3108 - logcount_predictions_loss: 0.3948 72/2435 [..............................] - ETA: 18:57 - loss: 507.5635 - logits_profile_predictions_loss: 502.1972 - logcount_predictions_loss: 0.3946 73/2435 [..............................] - ETA: 18:56 - loss: 507.4501 - logits_profile_predictions_loss: 502.0869 - logcount_predictions_loss: 0.3943 74/2435 [..............................] - ETA: 18:56 - loss: 507.3273 - logits_profile_predictions_loss: 501.9672 - logcount_predictions_loss: 0.3941 75/2435 [..............................] - ETA: 18:55 - loss: 507.1897 - 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[===>..........................] - ETA: 16:35 - loss: 504.5562 - logits_profile_predictions_loss: 499.4626 - logcount_predictions_loss: 0.3745 369/2435 [===>..........................] - ETA: 16:34 - loss: 504.5523 - logits_profile_predictions_loss: 499.4592 - logcount_predictions_loss: 0.3745 370/2435 [===>..........................] - ETA: 16:34 - loss: 504.5484 - logits_profile_predictions_loss: 499.4557 - logcount_predictions_loss: 0.3745 371/2435 [===>..........................] - ETA: 16:33 - loss: 504.5446 - logits_profile_predictions_loss: 499.4525 - logcount_predictions_loss: 0.3744 372/2435 [===>..........................] - ETA: 16:33 - loss: 504.5406 - logits_profile_predictions_loss: 499.4489 - logcount_predictions_loss: 0.3744 373/2435 [===>..........................] - ETA: 16:33 - loss: 504.5368 - logits_profile_predictions_loss: 499.4456 - logcount_predictions_loss: 0.3743 374/2435 [===>..........................] - ETA: 16:32 - loss: 504.5341 - 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[===>..........................] - ETA: 16:29 - loss: 504.5187 - logits_profile_predictions_loss: 499.4313 - logcount_predictions_loss: 0.3741 382/2435 [===>..........................] - ETA: 16:28 - loss: 504.5168 - logits_profile_predictions_loss: 499.4298 - logcount_predictions_loss: 0.3740 383/2435 [===>..........................] - ETA: 16:28 - loss: 504.5148 - logits_profile_predictions_loss: 499.4283 - logcount_predictions_loss: 0.3740 384/2435 [===>..........................] - ETA: 16:27 - loss: 504.5136 - logits_profile_predictions_loss: 499.4275 - logcount_predictions_loss: 0.3740 385/2435 [===>..........................] - ETA: 16:27 - loss: 504.5124 - logits_profile_predictions_loss: 499.4268 - logcount_predictions_loss: 0.3739 386/2435 [===>..........................] - ETA: 16:26 - loss: 504.5106 - logits_profile_predictions_loss: 499.4255 - logcount_predictions_loss: 0.3739 387/2435 [===>..........................] - ETA: 16:26 - loss: 504.5089 - logits_profile_predictions_loss: 499.4242 - logcount_predictions_loss: 0.3739 388/2435 [===>..........................] - ETA: 16:25 - loss: 504.5068 - logits_profile_predictions_loss: 499.4227 - logcount_predictions_loss: 0.3738 389/2435 [===>..........................] - ETA: 16:25 - loss: 504.5051 - logits_profile_predictions_loss: 499.4214 - logcount_predictions_loss: 0.3738 390/2435 [===>..........................] - ETA: 16:24 - loss: 504.5036 - logits_profile_predictions_loss: 499.4204 - logcount_predictions_loss: 0.3738 391/2435 [===>..........................] - ETA: 16:24 - loss: 504.5022 - logits_profile_predictions_loss: 499.4194 - logcount_predictions_loss: 0.3737 392/2435 [===>..........................] - ETA: 16:23 - loss: 504.5014 - logits_profile_predictions_loss: 499.4191 - logcount_predictions_loss: 0.3737 393/2435 [===>..........................] - ETA: 16:23 - loss: 504.5008 - logits_profile_predictions_loss: 499.4190 - logcount_predictions_loss: 0.3737 394/2435 [===>..........................] - ETA: 16:22 - loss: 504.5008 - logits_profile_predictions_loss: 499.4195 - logcount_predictions_loss: 0.3736 395/2435 [===>..........................] - ETA: 16:22 - loss: 504.5013 - logits_profile_predictions_loss: 499.4205 - logcount_predictions_loss: 0.3736 396/2435 [===>..........................] - ETA: 16:21 - loss: 504.5025 - logits_profile_predictions_loss: 499.4220 - logcount_predictions_loss: 0.3736 397/2435 [===>..........................] - ETA: 16:21 - loss: 504.5031 - logits_profile_predictions_loss: 499.4231 - logcount_predictions_loss: 0.3735 398/2435 [===>..........................] - ETA: 16:20 - loss: 504.5035 - logits_profile_predictions_loss: 499.4240 - logcount_predictions_loss: 0.3735 399/2435 [===>..........................] - ETA: 16:20 - loss: 504.5036 - logits_profile_predictions_loss: 499.4246 - logcount_predictions_loss: 0.3734 400/2435 [===>..........................] - ETA: 16:20 - loss: 504.5033 - logits_profile_predictions_loss: 499.4248 - logcount_predictions_loss: 0.3734 401/2435 [===>..........................] - ETA: 16:19 - loss: 504.5029 - logits_profile_predictions_loss: 499.4248 - logcount_predictions_loss: 0.3734 402/2435 [===>..........................] - ETA: 16:19 - loss: 504.5022 - logits_profile_predictions_loss: 499.4246 - logcount_predictions_loss: 0.3733 403/2435 [===>..........................] - ETA: 16:18 - loss: 504.5014 - logits_profile_predictions_loss: 499.4243 - logcount_predictions_loss: 0.3733 404/2435 [===>..........................] - ETA: 16:18 - loss: 504.5003 - logits_profile_predictions_loss: 499.4236 - logcount_predictions_loss: 0.3733 405/2435 [===>..........................] - ETA: 16:17 - loss: 504.4996 - logits_profile_predictions_loss: 499.4234 - logcount_predictions_loss: 0.3732 406/2435 [====>.........................] - ETA: 16:17 - loss: 504.4995 - logits_profile_predictions_loss: 499.4237 - logcount_predictions_loss: 0.3732 407/2435 [====>.........................] - ETA: 16:16 - loss: 504.4989 - logits_profile_predictions_loss: 499.4235 - logcount_predictions_loss: 0.3732 408/2435 [====>.........................] - ETA: 16:16 - loss: 504.4987 - logits_profile_predictions_loss: 499.4238 - logcount_predictions_loss: 0.3731 409/2435 [====>.........................] - ETA: 16:15 - loss: 504.4987 - logits_profile_predictions_loss: 499.4243 - logcount_predictions_loss: 0.3731 410/2435 [====>.........................] - ETA: 16:15 - loss: 504.4983 - logits_profile_predictions_loss: 499.4243 - logcount_predictions_loss: 0.3731 411/2435 [====>.........................] - ETA: 16:14 - loss: 504.4982 - logits_profile_predictions_loss: 499.4247 - logcount_predictions_loss: 0.3731 412/2435 [====>.........................] - ETA: 16:14 - loss: 504.4981 - logits_profile_predictions_loss: 499.4250 - logcount_predictions_loss: 0.3730 413/2435 [====>.........................] - ETA: 16:13 - loss: 504.4973 - 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[====>.........................] - ETA: 16:10 - loss: 504.4963 - logits_profile_predictions_loss: 499.4266 - logcount_predictions_loss: 0.3728 421/2435 [====>.........................] - ETA: 16:09 - loss: 504.4962 - logits_profile_predictions_loss: 499.4269 - logcount_predictions_loss: 0.3727 422/2435 [====>.........................] - ETA: 16:09 - loss: 504.4960 - logits_profile_predictions_loss: 499.4271 - logcount_predictions_loss: 0.3727 423/2435 [====>.........................] - ETA: 16:09 - loss: 504.4963 - logits_profile_predictions_loss: 499.4279 - logcount_predictions_loss: 0.3727 424/2435 [====>.........................] - ETA: 16:08 - loss: 504.4964 - logits_profile_predictions_loss: 499.4284 - logcount_predictions_loss: 0.3726 425/2435 [====>.........................] - ETA: 16:08 - loss: 504.4961 - logits_profile_predictions_loss: 499.4286 - logcount_predictions_loss: 0.3726 426/2435 [====>.........................] - ETA: 16:07 - loss: 504.4955 - 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[====>.........................] - ETA: 16:04 - loss: 504.4875 - logits_profile_predictions_loss: 499.4234 - logcount_predictions_loss: 0.3724 434/2435 [====>.........................] - ETA: 16:03 - loss: 504.4865 - logits_profile_predictions_loss: 499.4229 - logcount_predictions_loss: 0.3723 435/2435 [====>.........................] - ETA: 16:03 - loss: 504.4860 - logits_profile_predictions_loss: 499.4228 - logcount_predictions_loss: 0.3723 436/2435 [====>.........................] - ETA: 16:02 - loss: 504.4855 - logits_profile_predictions_loss: 499.4226 - logcount_predictions_loss: 0.3723 437/2435 [====>.........................] - ETA: 16:02 - loss: 504.4853 - logits_profile_predictions_loss: 499.4229 - logcount_predictions_loss: 0.3722 438/2435 [====>.........................] - ETA: 16:01 - loss: 504.4851 - logits_profile_predictions_loss: 499.4231 - logcount_predictions_loss: 0.3722 439/2435 [====>.........................] - ETA: 16:01 - loss: 504.4849 - 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[====>.........................] - ETA: 15:58 - loss: 504.4847 - logits_profile_predictions_loss: 499.4260 - logcount_predictions_loss: 0.3720 447/2435 [====>.........................] - ETA: 15:57 - loss: 504.4845 - logits_profile_predictions_loss: 499.4262 - logcount_predictions_loss: 0.3719 448/2435 [====>.........................] - ETA: 15:57 - loss: 504.4845 - logits_profile_predictions_loss: 499.4267 - logcount_predictions_loss: 0.3719 449/2435 [====>.........................] - ETA: 15:56 - loss: 504.4849 - logits_profile_predictions_loss: 499.4275 - logcount_predictions_loss: 0.3719 450/2435 [====>.........................] - ETA: 15:56 - loss: 504.4856 - logits_profile_predictions_loss: 499.4286 - logcount_predictions_loss: 0.3718 451/2435 [====>.........................] - ETA: 15:55 - loss: 504.4864 - logits_profile_predictions_loss: 499.4299 - logcount_predictions_loss: 0.3718 452/2435 [====>.........................] - ETA: 15:55 - loss: 504.4872 - logits_profile_predictions_loss: 499.4310 - logcount_predictions_loss: 0.3718 453/2435 [====>.........................] - ETA: 15:54 - loss: 504.4882 - logits_profile_predictions_loss: 499.4324 - logcount_predictions_loss: 0.3717 454/2435 [====>.........................] - ETA: 15:54 - loss: 504.4892 - logits_profile_predictions_loss: 499.4338 - logcount_predictions_loss: 0.3717 455/2435 [====>.........................] - ETA: 15:53 - loss: 504.4899 - logits_profile_predictions_loss: 499.4349 - logcount_predictions_loss: 0.3717 456/2435 [====>.........................] - ETA: 15:53 - loss: 504.4906 - logits_profile_predictions_loss: 499.4360 - logcount_predictions_loss: 0.3717 457/2435 [====>.........................] - ETA: 15:52 - loss: 504.4914 - logits_profile_predictions_loss: 499.4373 - logcount_predictions_loss: 0.3716 458/2435 [====>.........................] - ETA: 15:52 - loss: 504.4924 - logits_profile_predictions_loss: 499.4387 - logcount_predictions_loss: 0.3716 459/2435 [====>.........................] - ETA: 15:51 - loss: 504.4936 - logits_profile_predictions_loss: 499.4402 - logcount_predictions_loss: 0.3716 460/2435 [====>.........................] - ETA: 15:51 - loss: 504.4947 - logits_profile_predictions_loss: 499.4418 - logcount_predictions_loss: 0.3715 461/2435 [====>.........................] - ETA: 15:50 - loss: 504.4957 - logits_profile_predictions_loss: 499.4432 - logcount_predictions_loss: 0.3715 462/2435 [====>.........................] - ETA: 15:50 - loss: 504.4967 - logits_profile_predictions_loss: 499.4446 - logcount_predictions_loss: 0.3715 463/2435 [====>.........................] - ETA: 15:49 - loss: 504.4977 - logits_profile_predictions_loss: 499.4460 - logcount_predictions_loss: 0.3714 464/2435 [====>.........................] - ETA: 15:49 - loss: 504.4986 - logits_profile_predictions_loss: 499.4473 - logcount_predictions_loss: 0.3714 465/2435 [====>.........................] - ETA: 15:48 - loss: 504.4994 - logits_profile_predictions_loss: 499.4486 - logcount_predictions_loss: 0.3714 466/2435 [====>.........................] - ETA: 15:48 - loss: 504.5005 - logits_profile_predictions_loss: 499.4500 - logcount_predictions_loss: 0.3714 467/2435 [====>.........................] - ETA: 15:47 - loss: 504.5013 - logits_profile_predictions_loss: 499.4512 - logcount_predictions_loss: 0.3713 468/2435 [====>.........................] - ETA: 15:47 - loss: 504.5020 - logits_profile_predictions_loss: 499.4523 - logcount_predictions_loss: 0.3713 469/2435 [====>.........................] - ETA: 15:46 - loss: 504.5027 - logits_profile_predictions_loss: 499.4534 - logcount_predictions_loss: 0.3713 470/2435 [====>.........................] - ETA: 15:46 - loss: 504.5036 - logits_profile_predictions_loss: 499.4546 - logcount_predictions_loss: 0.3712 471/2435 [====>.........................] - ETA: 15:45 - loss: 504.5043 - logits_profile_predictions_loss: 499.4557 - logcount_predictions_loss: 0.3712 472/2435 [====>.........................] - ETA: 15:45 - loss: 504.5049 - logits_profile_predictions_loss: 499.4567 - logcount_predictions_loss: 0.3712 473/2435 [====>.........................] - ETA: 15:43 - loss: 504.5057 - logits_profile_predictions_loss: 499.4579 - logcount_predictions_loss: 0.3712 474/2435 [====>.........................] - ETA: 15:43 - loss: 504.5065 - logits_profile_predictions_loss: 499.4590 - logcount_predictions_loss: 0.3711 475/2435 [====>.........................] - ETA: 15:42 - loss: 504.5072 - logits_profile_predictions_loss: 499.4601 - logcount_predictions_loss: 0.3711 476/2435 [====>.........................] - ETA: 15:42 - loss: 504.5081 - logits_profile_predictions_loss: 499.4614 - logcount_predictions_loss: 0.3711 477/2435 [====>.........................] - ETA: 15:41 - loss: 504.5089 - logits_profile_predictions_loss: 499.4626 - logcount_predictions_loss: 0.3710 478/2435 [====>.........................] - ETA: 15:41 - loss: 504.5096 - logits_profile_predictions_loss: 499.4636 - logcount_predictions_loss: 0.3710 479/2435 [====>.........................] - ETA: 15:40 - loss: 504.5100 - logits_profile_predictions_loss: 499.4643 - logcount_predictions_loss: 0.3710 480/2435 [====>.........................] - ETA: 15:40 - loss: 504.5108 - logits_profile_predictions_loss: 499.4654 - logcount_predictions_loss: 0.3710 481/2435 [====>.........................] - ETA: 15:39 - loss: 504.5116 - logits_profile_predictions_loss: 499.4667 - logcount_predictions_loss: 0.3709 482/2435 [====>.........................] - ETA: 15:39 - loss: 504.5122 - logits_profile_predictions_loss: 499.4676 - logcount_predictions_loss: 0.3709 483/2435 [====>.........................] - ETA: 15:39 - loss: 504.5127 - logits_profile_predictions_loss: 499.4684 - logcount_predictions_loss: 0.3709 484/2435 [====>.........................] - ETA: 15:38 - loss: 504.5131 - logits_profile_predictions_loss: 499.4692 - logcount_predictions_loss: 0.3709 485/2435 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logits_profile_predictions_loss: 499.5060 - logcount_predictions_loss: 0.3583 2435/2435 [==============================] - 1219s 501ms/step - loss: 504.3793 - logits_profile_predictions_loss: 499.5061 - logcount_predictions_loss: 0.3583 - val_loss: 511.1655 - val_logits_profile_predictions_loss: 506.3642 - val_logcount_predictions_loss: 0.3530 + +Epoch 00011: val_loss did not improve from 508.73941 +Epoch 12/50 + 1/2435 [..............................] - ETA: 21:05 - loss: 399.7698 - logits_profile_predictions_loss: 395.4281 - logcount_predictions_loss: 0.3192 2/2435 [..............................] - ETA: 19:30 - loss: 427.1858 - logits_profile_predictions_loss: 422.7396 - logcount_predictions_loss: 0.3269 3/2435 [..............................] - ETA: 19:30 - loss: 449.4543 - logits_profile_predictions_loss: 444.8711 - logcount_predictions_loss: 0.3370 4/2435 [..............................] - ETA: 19:29 - loss: 458.1876 - logits_profile_predictions_loss: 453.5596 - logcount_predictions_loss: 0.3403 5/2435 [..............................] - ETA: 19:29 - loss: 464.5939 - logits_profile_predictions_loss: 459.8831 - logcount_predictions_loss: 0.3464 6/2435 [..............................] - ETA: 19:29 - loss: 466.8406 - logits_profile_predictions_loss: 462.1094 - logcount_predictions_loss: 0.3479 7/2435 [..............................] - ETA: 19:28 - loss: 470.9628 - logits_profile_predictions_loss: 466.2401 - logcount_predictions_loss: 0.3473 8/2435 [..............................] - ETA: 19:28 - loss: 474.4558 - logits_profile_predictions_loss: 469.7160 - logcount_predictions_loss: 0.3485 9/2435 [..............................] - ETA: 19:27 - loss: 477.4743 - logits_profile_predictions_loss: 472.7215 - logcount_predictions_loss: 0.3495 10/2435 [..............................] - ETA: 19:27 - loss: 480.3652 - logits_profile_predictions_loss: 475.6153 - logcount_predictions_loss: 0.3493 11/2435 [..............................] - ETA: 19:26 - loss: 482.8968 - logits_profile_predictions_loss: 478.1447 - logcount_predictions_loss: 0.3494 12/2435 [..............................] - ETA: 19:26 - loss: 484.5296 - logits_profile_predictions_loss: 479.7750 - logcount_predictions_loss: 0.3496 13/2435 [..............................] - ETA: 19:25 - loss: 485.6334 - logits_profile_predictions_loss: 480.8804 - logcount_predictions_loss: 0.3495 14/2435 [..............................] - ETA: 19:25 - loss: 487.0429 - logits_profile_predictions_loss: 482.2890 - logcount_predictions_loss: 0.3496 15/2435 [..............................] - ETA: 19:24 - loss: 488.8818 - logits_profile_predictions_loss: 484.1051 - logcount_predictions_loss: 0.3512 16/2435 [..............................] - ETA: 19:24 - loss: 490.2963 - logits_profile_predictions_loss: 485.5039 - logcount_predictions_loss: 0.3524 17/2435 [..............................] - ETA: 19:23 - loss: 491.2834 - logits_profile_predictions_loss: 486.4824 - logcount_predictions_loss: 0.3530 18/2435 [..............................] - ETA: 19:23 - loss: 492.0257 - logits_profile_predictions_loss: 487.2235 - logcount_predictions_loss: 0.3531 19/2435 [..............................] - ETA: 19:22 - loss: 492.7116 - logits_profile_predictions_loss: 487.9065 - logcount_predictions_loss: 0.3533 20/2435 [..............................] - ETA: 19:22 - loss: 493.2648 - logits_profile_predictions_loss: 488.4556 - logcount_predictions_loss: 0.3536 21/2435 [..............................] - ETA: 19:21 - loss: 493.7332 - logits_profile_predictions_loss: 488.9209 - logcount_predictions_loss: 0.3538 22/2435 [..............................] - ETA: 19:21 - loss: 494.0962 - logits_profile_predictions_loss: 489.2843 - logcount_predictions_loss: 0.3538 23/2435 [..............................] - ETA: 19:20 - loss: 494.4330 - logits_profile_predictions_loss: 489.6221 - logcount_predictions_loss: 0.3537 24/2435 [..............................] - ETA: 19:20 - loss: 494.6891 - logits_profile_predictions_loss: 489.8797 - logcount_predictions_loss: 0.3536 25/2435 [..............................] - ETA: 19:19 - loss: 494.7888 - logits_profile_predictions_loss: 489.9804 - logcount_predictions_loss: 0.3536 26/2435 [..............................] - ETA: 19:19 - loss: 494.7856 - logits_profile_predictions_loss: 489.9790 - logcount_predictions_loss: 0.3534 27/2435 [..............................] - ETA: 19:18 - loss: 494.8119 - logits_profile_predictions_loss: 490.0061 - logcount_predictions_loss: 0.3534 28/2435 [..............................] - ETA: 19:18 - loss: 494.8047 - logits_profile_predictions_loss: 490.0012 - logcount_predictions_loss: 0.3532 29/2435 [..............................] - ETA: 19:17 - loss: 494.7460 - logits_profile_predictions_loss: 489.9459 - logcount_predictions_loss: 0.3529 30/2435 [..............................] - ETA: 19:17 - loss: 494.7057 - logits_profile_predictions_loss: 489.9099 - logcount_predictions_loss: 0.3526 31/2435 [..............................] - ETA: 19:17 - loss: 494.5784 - logits_profile_predictions_loss: 489.7874 - logcount_predictions_loss: 0.3523 32/2435 [..............................] - ETA: 19:16 - loss: 494.5100 - logits_profile_predictions_loss: 489.7233 - logcount_predictions_loss: 0.3520 33/2435 [..............................] - ETA: 19:16 - loss: 494.4497 - logits_profile_predictions_loss: 489.6671 - logcount_predictions_loss: 0.3517 34/2435 [..............................] - ETA: 19:15 - loss: 494.5390 - logits_profile_predictions_loss: 489.7609 - logcount_predictions_loss: 0.3513 35/2435 [..............................] - ETA: 19:14 - loss: 494.6255 - logits_profile_predictions_loss: 489.8508 - logcount_predictions_loss: 0.3511 36/2435 [..............................] - ETA: 19:14 - loss: 494.6917 - logits_profile_predictions_loss: 489.9197 - logcount_predictions_loss: 0.3509 37/2435 [..............................] - ETA: 19:13 - loss: 494.7588 - logits_profile_predictions_loss: 489.9898 - logcount_predictions_loss: 0.3507 38/2435 [..............................] - ETA: 19:13 - loss: 494.7788 - logits_profile_predictions_loss: 490.0132 - logcount_predictions_loss: 0.3504 39/2435 [..............................] - ETA: 19:12 - loss: 494.8283 - logits_profile_predictions_loss: 490.0640 - logcount_predictions_loss: 0.3503 40/2435 [..............................] - ETA: 19:12 - loss: 494.8574 - logits_profile_predictions_loss: 490.0948 - logcount_predictions_loss: 0.3502 41/2435 [..............................] - ETA: 19:11 - loss: 494.8800 - logits_profile_predictions_loss: 490.1188 - logcount_predictions_loss: 0.3501 42/2435 [..............................] - ETA: 19:11 - loss: 494.8776 - logits_profile_predictions_loss: 490.1187 - logcount_predictions_loss: 0.3499 43/2435 [..............................] - ETA: 19:10 - loss: 494.8490 - logits_profile_predictions_loss: 490.0915 - logcount_predictions_loss: 0.3498 44/2435 [..............................] - ETA: 19:10 - loss: 494.8270 - logits_profile_predictions_loss: 490.0716 - logcount_predictions_loss: 0.3497 45/2435 [..............................] - ETA: 19:10 - loss: 494.8229 - logits_profile_predictions_loss: 490.0693 - logcount_predictions_loss: 0.3495 46/2435 [..............................] - ETA: 19:09 - loss: 494.8448 - logits_profile_predictions_loss: 490.0927 - logcount_predictions_loss: 0.3494 47/2435 [..............................] - ETA: 19:09 - loss: 494.8548 - logits_profile_predictions_loss: 490.1041 - logcount_predictions_loss: 0.3493 48/2435 [..............................] - ETA: 19:08 - loss: 494.8578 - logits_profile_predictions_loss: 490.1082 - logcount_predictions_loss: 0.3492 49/2435 [..............................] - ETA: 19:08 - loss: 494.8525 - logits_profile_predictions_loss: 490.1042 - logcount_predictions_loss: 0.3491 50/2435 [..............................] - ETA: 19:07 - loss: 494.8416 - logits_profile_predictions_loss: 490.0949 - logcount_predictions_loss: 0.3490 51/2435 [..............................] - ETA: 19:07 - loss: 494.8693 - logits_profile_predictions_loss: 490.1239 - logcount_predictions_loss: 0.3489 52/2435 [..............................] - ETA: 19:06 - loss: 494.8949 - logits_profile_predictions_loss: 490.1507 - logcount_predictions_loss: 0.3488 53/2435 [..............................] - ETA: 19:06 - loss: 494.8811 - logits_profile_predictions_loss: 490.1380 - logcount_predictions_loss: 0.3488 54/2435 [..............................] - ETA: 19:05 - loss: 494.8645 - logits_profile_predictions_loss: 490.1227 - logcount_predictions_loss: 0.3487 55/2435 [..............................] - ETA: 19:05 - loss: 494.8220 - logits_profile_predictions_loss: 490.0812 - logcount_predictions_loss: 0.3486 56/2435 [..............................] - ETA: 19:04 - loss: 494.7921 - logits_profile_predictions_loss: 490.0522 - logcount_predictions_loss: 0.3485 57/2435 [..............................] - ETA: 19:04 - loss: 494.8069 - logits_profile_predictions_loss: 490.0680 - logcount_predictions_loss: 0.3484 58/2435 [..............................] - ETA: 19:03 - loss: 494.8503 - logits_profile_predictions_loss: 490.1124 - logcount_predictions_loss: 0.3484 59/2435 [..............................] - ETA: 19:03 - loss: 494.8871 - logits_profile_predictions_loss: 490.1501 - logcount_predictions_loss: 0.3483 60/2435 [..............................] - ETA: 19:02 - loss: 494.9225 - logits_profile_predictions_loss: 490.1860 - logcount_predictions_loss: 0.3483 61/2435 [..............................] - ETA: 19:02 - loss: 494.9441 - logits_profile_predictions_loss: 490.2083 - logcount_predictions_loss: 0.3482 62/2435 [..............................] - ETA: 19:01 - loss: 494.9702 - logits_profile_predictions_loss: 490.2353 - logcount_predictions_loss: 0.3482 63/2435 [..............................] - ETA: 19:01 - loss: 495.0080 - logits_profile_predictions_loss: 490.2737 - logcount_predictions_loss: 0.3481 64/2435 [..............................] - ETA: 19:00 - loss: 495.0445 - logits_profile_predictions_loss: 490.3114 - logcount_predictions_loss: 0.3480 65/2435 [..............................] - ETA: 19:00 - loss: 495.0618 - logits_profile_predictions_loss: 490.3301 - logcount_predictions_loss: 0.3479 66/2435 [..............................] - ETA: 18:59 - loss: 495.0757 - logits_profile_predictions_loss: 490.3450 - logcount_predictions_loss: 0.3479 67/2435 [..............................] - ETA: 18:59 - loss: 495.1021 - logits_profile_predictions_loss: 490.3723 - logcount_predictions_loss: 0.3478 68/2435 [..............................] - ETA: 18:58 - loss: 495.1601 - logits_profile_predictions_loss: 490.4312 - logcount_predictions_loss: 0.3477 69/2435 [..............................] - ETA: 18:58 - loss: 495.2154 - logits_profile_predictions_loss: 490.4877 - logcount_predictions_loss: 0.3476 70/2435 [..............................] - ETA: 18:57 - loss: 495.2541 - logits_profile_predictions_loss: 490.5276 - logcount_predictions_loss: 0.3475 71/2435 [..............................] - ETA: 18:57 - loss: 495.2853 - logits_profile_predictions_loss: 490.5600 - logcount_predictions_loss: 0.3475 72/2435 [..............................] - ETA: 18:56 - loss: 495.3205 - logits_profile_predictions_loss: 490.5964 - logcount_predictions_loss: 0.3474 73/2435 [..............................] - ETA: 18:56 - loss: 495.3788 - logits_profile_predictions_loss: 490.6561 - logcount_predictions_loss: 0.3473 74/2435 [..............................] - ETA: 18:55 - loss: 495.4292 - logits_profile_predictions_loss: 490.7076 - logcount_predictions_loss: 0.3472 75/2435 [..............................] - ETA: 18:55 - loss: 495.4654 - logits_profile_predictions_loss: 490.7452 - logcount_predictions_loss: 0.3471 76/2435 [..............................] - ETA: 18:55 - loss: 495.4973 - logits_profile_predictions_loss: 490.7784 - logcount_predictions_loss: 0.3470 77/2435 [..............................] - ETA: 18:54 - loss: 495.5173 - logits_profile_predictions_loss: 490.7998 - logcount_predictions_loss: 0.3469 78/2435 [..............................] - ETA: 18:53 - loss: 495.5277 - logits_profile_predictions_loss: 490.8114 - logcount_predictions_loss: 0.3468 79/2435 [..............................] - ETA: 18:53 - loss: 495.5286 - logits_profile_predictions_loss: 490.8137 - logcount_predictions_loss: 0.3467 80/2435 [..............................] - ETA: 18:52 - loss: 495.5367 - logits_profile_predictions_loss: 490.8231 - logcount_predictions_loss: 0.3466 81/2435 [..............................] - ETA: 18:52 - loss: 495.5555 - logits_profile_predictions_loss: 490.8434 - logcount_predictions_loss: 0.3465 82/2435 [>.............................] - ETA: 18:51 - loss: 495.5644 - logits_profile_predictions_loss: 490.8537 - logcount_predictions_loss: 0.3464 83/2435 [>.............................] - ETA: 18:51 - loss: 495.5781 - logits_profile_predictions_loss: 490.8687 - logcount_predictions_loss: 0.3463 84/2435 [>.............................] - ETA: 18:50 - loss: 495.5907 - logits_profile_predictions_loss: 490.8823 - logcount_predictions_loss: 0.3462 85/2435 [>.............................] - ETA: 18:50 - loss: 495.6075 - logits_profile_predictions_loss: 490.8998 - logcount_predictions_loss: 0.3462 86/2435 [>.............................] - ETA: 18:49 - loss: 495.6335 - logits_profile_predictions_loss: 490.9266 - logcount_predictions_loss: 0.3461 87/2435 [>.............................] - ETA: 18:49 - loss: 495.6502 - logits_profile_predictions_loss: 490.9442 - logcount_predictions_loss: 0.3460 88/2435 [>.............................] - ETA: 18:48 - loss: 495.6612 - logits_profile_predictions_loss: 490.9559 - logcount_predictions_loss: 0.3460 89/2435 [>.............................] - ETA: 18:48 - loss: 495.6664 - logits_profile_predictions_loss: 490.9615 - logcount_predictions_loss: 0.3459 90/2435 [>.............................] - ETA: 18:48 - loss: 495.6670 - logits_profile_predictions_loss: 490.9625 - logcount_predictions_loss: 0.3459 91/2435 [>.............................] - ETA: 18:47 - loss: 495.6721 - logits_profile_predictions_loss: 490.9678 - logcount_predictions_loss: 0.3459 92/2435 [>.............................] - ETA: 18:47 - loss: 495.6803 - logits_profile_predictions_loss: 490.9763 - logcount_predictions_loss: 0.3459 93/2435 [>.............................] - ETA: 18:46 - loss: 495.6979 - logits_profile_predictions_loss: 490.9942 - logcount_predictions_loss: 0.3459 94/2435 [>.............................] - ETA: 18:46 - loss: 495.7227 - logits_profile_predictions_loss: 491.0193 - logcount_predictions_loss: 0.3458 95/2435 [>.............................] - ETA: 18:45 - loss: 495.7426 - logits_profile_predictions_loss: 491.0394 - logcount_predictions_loss: 0.3458 96/2435 [>.............................] - ETA: 18:45 - loss: 495.7618 - logits_profile_predictions_loss: 491.0588 - logcount_predictions_loss: 0.3458 97/2435 [>.............................] - ETA: 18:44 - loss: 495.7879 - logits_profile_predictions_loss: 491.0850 - logcount_predictions_loss: 0.3458 98/2435 [>.............................] - ETA: 18:44 - loss: 495.8141 - logits_profile_predictions_loss: 491.1113 - logcount_predictions_loss: 0.3458 99/2435 [>.............................] - ETA: 18:43 - loss: 495.8342 - logits_profile_predictions_loss: 491.1316 - logcount_predictions_loss: 0.3458 100/2435 [>.............................] - ETA: 18:43 - loss: 495.8612 - logits_profile_predictions_loss: 491.1589 - logcount_predictions_loss: 0.3458 101/2435 [>.............................] - ETA: 18:42 - loss: 495.8860 - logits_profile_predictions_loss: 491.1840 - logcount_predictions_loss: 0.3457 102/2435 [>.............................] - ETA: 18:42 - loss: 495.9081 - 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[>.............................] - ETA: 18:39 - loss: 496.1403 - logits_profile_predictions_loss: 491.4420 - logcount_predictions_loss: 0.3455 110/2435 [>.............................] - ETA: 18:38 - loss: 496.1740 - logits_profile_predictions_loss: 491.4760 - logcount_predictions_loss: 0.3454 111/2435 [>.............................] - ETA: 18:38 - loss: 496.2105 - logits_profile_predictions_loss: 491.5129 - logcount_predictions_loss: 0.3454 112/2435 [>.............................] - ETA: 18:38 - loss: 496.2410 - logits_profile_predictions_loss: 491.5436 - logcount_predictions_loss: 0.3454 113/2435 [>.............................] - ETA: 18:37 - loss: 496.2685 - logits_profile_predictions_loss: 491.5714 - logcount_predictions_loss: 0.3454 114/2435 [>.............................] - ETA: 18:37 - loss: 496.3035 - logits_profile_predictions_loss: 491.6068 - logcount_predictions_loss: 0.3453 115/2435 [>.............................] - ETA: 18:36 - loss: 496.3360 - 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[>.............................] - ETA: 18:33 - loss: 496.5793 - logits_profile_predictions_loss: 491.8873 - logcount_predictions_loss: 0.3450 123/2435 [>.............................] - ETA: 18:32 - loss: 496.6193 - logits_profile_predictions_loss: 491.9280 - logcount_predictions_loss: 0.3450 124/2435 [>.............................] - ETA: 18:32 - loss: 496.6572 - logits_profile_predictions_loss: 491.9664 - logcount_predictions_loss: 0.3449 125/2435 [>.............................] - ETA: 18:31 - loss: 496.6965 - logits_profile_predictions_loss: 492.0064 - logcount_predictions_loss: 0.3449 126/2435 [>.............................] - ETA: 18:31 - loss: 496.7359 - logits_profile_predictions_loss: 492.0465 - logcount_predictions_loss: 0.3448 127/2435 [>.............................] - ETA: 18:30 - loss: 496.7732 - logits_profile_predictions_loss: 492.0845 - logcount_predictions_loss: 0.3448 128/2435 [>.............................] - ETA: 18:30 - loss: 496.8028 - logits_profile_predictions_loss: 492.1149 - logcount_predictions_loss: 0.3447 129/2435 [>.............................] - ETA: 18:29 - loss: 496.8289 - logits_profile_predictions_loss: 492.1418 - logcount_predictions_loss: 0.3447 130/2435 [>.............................] - ETA: 18:29 - loss: 496.8514 - logits_profile_predictions_loss: 492.1649 - logcount_predictions_loss: 0.3446 131/2435 [>.............................] - ETA: 18:28 - loss: 496.8712 - logits_profile_predictions_loss: 492.1855 - logcount_predictions_loss: 0.3446 132/2435 [>.............................] - ETA: 18:28 - loss: 496.8968 - logits_profile_predictions_loss: 492.2116 - logcount_predictions_loss: 0.3445 133/2435 [>.............................] - ETA: 18:27 - loss: 496.9192 - logits_profile_predictions_loss: 492.2347 - logcount_predictions_loss: 0.3445 134/2435 [>.............................] - ETA: 18:27 - loss: 496.9401 - logits_profile_predictions_loss: 492.2564 - logcount_predictions_loss: 0.3444 135/2435 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[..............................] - ETA: 19:23 - loss: 495.6655 - logits_profile_predictions_loss: 491.3479 - logcount_predictions_loss: 0.3175 20/2435 [..............................] - ETA: 19:23 - loss: 495.6770 - logits_profile_predictions_loss: 491.3598 - logcount_predictions_loss: 0.3174 21/2435 [..............................] - ETA: 19:22 - loss: 495.5379 - logits_profile_predictions_loss: 491.2201 - logcount_predictions_loss: 0.3175 22/2435 [..............................] - ETA: 19:22 - loss: 495.5623 - logits_profile_predictions_loss: 491.2456 - logcount_predictions_loss: 0.3174 23/2435 [..............................] - ETA: 19:21 - loss: 495.4157 - logits_profile_predictions_loss: 491.1031 - logcount_predictions_loss: 0.3171 24/2435 [..............................] - ETA: 19:21 - loss: 495.3603 - logits_profile_predictions_loss: 491.0517 - logcount_predictions_loss: 0.3168 25/2435 [..............................] - ETA: 19:20 - loss: 495.2535 - 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[..............................] - ETA: 19:18 - loss: 494.7622 - logits_profile_predictions_loss: 490.4378 - logcount_predictions_loss: 0.3180 33/2435 [..............................] - ETA: 19:17 - loss: 494.7658 - logits_profile_predictions_loss: 490.4430 - logcount_predictions_loss: 0.3179 34/2435 [..............................] - ETA: 19:17 - loss: 494.7359 - logits_profile_predictions_loss: 490.4141 - logcount_predictions_loss: 0.3178 35/2435 [..............................] - ETA: 19:16 - loss: 494.6701 - logits_profile_predictions_loss: 490.3497 - logcount_predictions_loss: 0.3177 36/2435 [..............................] - ETA: 19:16 - loss: 494.5375 - logits_profile_predictions_loss: 490.2195 - logcount_predictions_loss: 0.3175 37/2435 [..............................] - ETA: 19:15 - loss: 494.4140 - logits_profile_predictions_loss: 490.0983 - logcount_predictions_loss: 0.3173 38/2435 [..............................] - ETA: 19:14 - loss: 494.2799 - 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[..............................] - ETA: 19:11 - loss: 493.9510 - logits_profile_predictions_loss: 489.6402 - logcount_predictions_loss: 0.3170 46/2435 [..............................] - ETA: 19:10 - loss: 493.9726 - logits_profile_predictions_loss: 489.6625 - logcount_predictions_loss: 0.3169 47/2435 [..............................] - ETA: 19:10 - loss: 494.0182 - logits_profile_predictions_loss: 489.7092 - logcount_predictions_loss: 0.3168 48/2435 [..............................] - ETA: 19:09 - loss: 494.1028 - logits_profile_predictions_loss: 489.7954 - logcount_predictions_loss: 0.3167 49/2435 [..............................] - ETA: 19:09 - loss: 494.1897 - logits_profile_predictions_loss: 489.8841 - logcount_predictions_loss: 0.3166 50/2435 [..............................] - ETA: 19:08 - loss: 494.2724 - logits_profile_predictions_loss: 489.9681 - logcount_predictions_loss: 0.3165 51/2435 [..............................] - ETA: 19:08 - loss: 494.3404 - 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loss: 494.0458 - logits_profile_predictions_loss: 489.8041 - logcount_predictions_loss: 0.3119 2425/2435 [============================>.] - ETA: 4s - loss: 494.0457 - logits_profile_predictions_loss: 489.8040 - logcount_predictions_loss: 0.3119 2426/2435 [============================>.] - ETA: 4s - loss: 494.0455 - logits_profile_predictions_loss: 489.8038 - logcount_predictions_loss: 0.3119 2427/2435 [============================>.] - ETA: 3s - loss: 494.0454 - logits_profile_predictions_loss: 489.8037 - logcount_predictions_loss: 0.3119 2428/2435 [============================>.] - ETA: 3s - loss: 494.0453 - logits_profile_predictions_loss: 489.8036 - logcount_predictions_loss: 0.3119 2429/2435 [============================>.] - ETA: 2s - loss: 494.0451 - logits_profile_predictions_loss: 489.8034 - logcount_predictions_loss: 0.3119 2430/2435 [============================>.] - ETA: 2s - loss: 494.0450 - logits_profile_predictions_loss: 489.8033 - logcount_predictions_loss: 0.3119 2431/2435 [============================>.] - ETA: 1s - loss: 494.0449 - logits_profile_predictions_loss: 489.8032 - logcount_predictions_loss: 0.3119 2432/2435 [============================>.] - ETA: 1s - loss: 494.0448 - logits_profile_predictions_loss: 489.8031 - logcount_predictions_loss: 0.3119 2433/2435 [============================>.] - ETA: 0s - loss: 494.0447 - logits_profile_predictions_loss: 489.8029 - logcount_predictions_loss: 0.3119 2434/2435 [============================>.] - ETA: 0s - loss: 494.0445 - logits_profile_predictions_loss: 489.8028 - logcount_predictions_loss: 0.3119 2435/2435 [==============================] - ETA: 0s - loss: 494.0444 - logits_profile_predictions_loss: 489.8027 - logcount_predictions_loss: 0.3119 2435/2435 [==============================] - 1219s 501ms/step - loss: 494.0443 - logits_profile_predictions_loss: 489.8026 - logcount_predictions_loss: 0.3119 - val_loss: 509.6014 - val_logits_profile_predictions_loss: 505.1176 - val_logcount_predictions_loss: 0.3297 + +Epoch 00013: val_loss did not improve from 508.73941 +Restoring model weights from the end of the best epoch. +Epoch 00013: early stopping +save model +save model without bias +2022-03-15_21-29-20: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//preprocessing/bigWigs/ENCSR638PZJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(41163, 10) +loading nonpeaks... +got split:test for bed regions:(41163, 10) +0/322 +100/322 +200/322 +300/322 +2022-03-15_21-37-12: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//preprocessing/bigWigs/ENCSR638PZJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(41163, 10) +loading nonpeaks... +got split:test for bed regions:(41163, 10) +0/322 +100/322 +200/322 +300/322 +2022-03-15_21-44-12: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//preprocessing/bigWigs/ENCSR638PZJ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(41163, 10) +loading nonpeaks... +got split:test for bed regions:(41163, 10) +0/322 +100/322 +200/322 +300/322 +2022-03-15_21-48-07: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//footprints +2022-03-15_21-48-07: 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/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/40 [..............................] - ETA: 5:41 3/40 [=>............................] - ETA: 23s  4/40 [==>...........................] - ETA: 30s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 34s 7/40 [====>.........................] - ETA: 34s 8/40 [=====>........................] - ETA: 34s 9/40 [=====>........................] - ETA: 34s 10/40 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[==================>...........] - ETA: 17s 27/40 [===================>..........] - ETA: 16s 28/40 [====================>.........] - ETA: 15s 29/40 [====================>.........] - ETA: 13s 30/40 [=====================>........] - ETA: 12s 31/40 [======================>.......] - ETA: 11s 32/40 [=======================>......] - ETA: 10s 33/40 [=======================>......] - ETA: 8s  34/40 [========================>.....] - ETA: 7s 35/40 [=========================>....] - ETA: 6s 36/40 [==========================>...] - ETA: 5s 37/40 [==========================>...] - ETA: 3s 38/40 [===========================>..] - ETA: 2s 39/40 [============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 50s 1s/step +Saving marginal footprints +2022-03-15_21-52-05: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//footprints +2022-03-15_21-52-05: 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/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR638PZJ//chrombpnet_model_encsr880cub_bias//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "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 + 1/40 [..............................] - ETA: 1:59 3/40 [=>............................] - ETA: 2s  4/40 [==>...........................] - ETA: 2s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 [============>.................] - ETA: 2s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 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[==============================] - 7s 102ms/step + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 3s 7/40 [====>.........................] - ETA: 3s 8/40 [=====>........................] - ETA: 3s 9/40 [=====>........................] - ETA: 3s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 [============>.................] - ETA: 2s 19/40 [=============>................] - ETA: 2s 20/40 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[==============================] - ETA: 0s 40/40 [==============================] - 4s 99ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 3s 7/40 [====>.........................] - ETA: 3s 8/40 [=====>........................] - ETA: 3s 9/40 [=====>........................] - ETA: 3s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 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[===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 4s 99ms/step + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 3s 7/40 [====>.........................] - ETA: 3s 8/40 [=====>........................] - ETA: 3s 9/40 [=====>........................] - ETA: 3s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 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[==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 4s 99ms/step +Saving marginal footprints