diff --git "a/fold_0/logs.models.fold_0.ENCSR709PZI/logfile.modelling.fold_0.ENCSR709PZI.stdout.txt" "b/fold_0/logs.models.fold_0.ENCSR709PZI/logfile.modelling.fold_0.ENCSR709PZI.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR709PZI/logfile.modelling.fold_0.ENCSR709PZI.stdout.txt" @@ -0,0 +1,455 @@ +DNase-seq +DNASE_SE +Thu Mar 24 00:56:20 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA A100-PCI... On | 00000000:46:00.0 Off | 0 | +| N/A 38C P0 40W / 250W | 0MiB / 40960MiB | 0% E. Process | +| | | Disabled | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-03-24_00-56-21: 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/ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//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/ENCSR709PZI//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: 157623 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 157623 +Number of peaks input: 42377 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 42377 +Number of non peaks input: 157622 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 157622 +Number of non peaks input: 42377 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 42377 +Number of peaks after removing outliers: 155889 +Number of nonpeaks after removing outliers: 139673 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 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/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/ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//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': '17.1', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//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:(140887, 10) +loading nonpeaks... +got split:train for bed regions:(125820, 10) +loading peaks... +got split:valid for bed regions:(15002, 10) +loading nonpeaks... +got split:valid for bed regions:(13853, 10) +Epoch 1/50 + 1/2422 [..............................] - ETA: 4:32:59 - loss: 726.7424 - logits_profile_predictions_loss: 696.1814 - logcount_predictions_loss: 1.7872 2/2422 [..............................] - ETA: 6:31 - loss: 1050.8004 - logits_profile_predictions_loss: 732.8102 - logcount_predictions_loss: 18.5959  3/2422 [..............................] - ETA: 6:30 - loss: 1097.4590 - logits_profile_predictions_loss: 746.1787 - logcount_predictions_loss: 20.5427 4/2422 [..............................] - ETA: 6:30 - loss: 1088.5636 - logits_profile_predictions_loss: 745.0504 - logcount_predictions_loss: 20.0885 5/2422 [..............................] - ETA: 6:28 - loss: 1067.5624 - logits_profile_predictions_loss: 740.3445 - logcount_predictions_loss: 19.1355 6/2422 [..............................] - ETA: 6:28 - loss: 1048.9397 - logits_profile_predictions_loss: 738.8940 - logcount_predictions_loss: 18.1313 7/2422 [..............................] - ETA: 6:27 - loss: 1031.9168 - logits_profile_predictions_loss: 738.0387 - logcount_predictions_loss: 17.1859 8/2422 [..............................] - ETA: 6:26 - loss: 1018.0080 - logits_profile_predictions_loss: 738.6742 - logcount_predictions_loss: 16.3353 9/2422 [..............................] - ETA: 6:26 - loss: 1004.4709 - logits_profile_predictions_loss: 738.2871 - logcount_predictions_loss: 15.5663 10/2422 [..............................] - ETA: 6:25 - loss: 992.5037 - logits_profile_predictions_loss: 738.1297 - logcount_predictions_loss: 14.8757  11/2422 [..............................] - ETA: 6:25 - loss: 980.8589 - logits_profile_predictions_loss: 737.1568 - logcount_predictions_loss: 14.2516 12/2422 [..............................] - ETA: 6:24 - loss: 970.4026 - logits_profile_predictions_loss: 736.3376 - logcount_predictions_loss: 13.6880 13/2422 [..............................] - ETA: 6:24 - loss: 960.5603 - logits_profile_predictions_loss: 735.2362 - logcount_predictions_loss: 13.1768 14/2422 [..............................] - ETA: 6:23 - loss: 951.2992 - logits_profile_predictions_loss: 733.9475 - logcount_predictions_loss: 12.7106 15/2422 [..............................] - ETA: 6:23 - loss: 942.8955 - logits_profile_predictions_loss: 732.8104 - logcount_predictions_loss: 12.2857 16/2422 [..............................] - ETA: 6:23 - loss: 935.0395 - logits_profile_predictions_loss: 731.6307 - logcount_predictions_loss: 11.8952 17/2422 [..............................] - ETA: 6:23 - loss: 927.6113 - logits_profile_predictions_loss: 730.3554 - logcount_predictions_loss: 11.5354 18/2422 [..............................] - ETA: 6:22 - loss: 920.5956 - logits_profile_predictions_loss: 729.0299 - logcount_predictions_loss: 11.2027 19/2422 [..............................] - ETA: 6:22 - loss: 914.1637 - logits_profile_predictions_loss: 727.8743 - logcount_predictions_loss: 10.8941 20/2422 [..............................] - ETA: 6:22 - loss: 908.0372 - logits_profile_predictions_loss: 726.6685 - logcount_predictions_loss: 10.6063 21/2422 [..............................] - ETA: 6:21 - loss: 902.6127 - logits_profile_predictions_loss: 725.8119 - logcount_predictions_loss: 10.3392 22/2422 [..............................] - ETA: 6:21 - loss: 897.4399 - logits_profile_predictions_loss: 724.9151 - logcount_predictions_loss: 10.0892 23/2422 [..............................] - ETA: 6:21 - loss: 892.4434 - logits_profile_predictions_loss: 723.9367 - logcount_predictions_loss: 9.8542  24/2422 [..............................] - ETA: 6:21 - loss: 888.0167 - logits_profile_predictions_loss: 723.2644 - logcount_predictions_loss: 9.6346 25/2422 [..............................] - ETA: 6:20 - loss: 883.6307 - logits_profile_predictions_loss: 722.4197 - logcount_predictions_loss: 9.4275 26/2422 [..............................] - ETA: 6:20 - loss: 879.6404 - logits_profile_predictions_loss: 721.7483 - logcount_predictions_loss: 9.2334 27/2422 [..............................] - ETA: 6:20 - loss: 875.9603 - logits_profile_predictions_loss: 721.1913 - logcount_predictions_loss: 9.0508 28/2422 [..............................] - ETA: 6:20 - loss: 872.3912 - logits_profile_predictions_loss: 720.5864 - logcount_predictions_loss: 8.8775 29/2422 [..............................] - ETA: 6:20 - loss: 869.1223 - logits_profile_predictions_loss: 720.1238 - logcount_predictions_loss: 8.7134 30/2422 [..............................] - ETA: 6:19 - loss: 865.9010 - logits_profile_predictions_loss: 719.5751 - logcount_predictions_loss: 8.5571 31/2422 [..............................] - ETA: 6:19 - loss: 862.8679 - logits_profile_predictions_loss: 719.0756 - logcount_predictions_loss: 8.4089 32/2422 [..............................] - ETA: 6:19 - loss: 859.9978 - logits_profile_predictions_loss: 718.6140 - logcount_predictions_loss: 8.2680 33/2422 [..............................] - ETA: 6:19 - loss: 857.2638 - logits_profile_predictions_loss: 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loss: 840.8896 - logits_profile_predictions_loss: 715.3187 - logcount_predictions_loss: 7.3433 41/2422 [..............................] - ETA: 6:17 - loss: 838.8361 - logits_profile_predictions_loss: 714.9004 - logcount_predictions_loss: 7.2477 42/2422 [..............................] - ETA: 6:17 - loss: 836.8697 - logits_profile_predictions_loss: 714.5051 - logcount_predictions_loss: 7.1558 43/2422 [..............................] - ETA: 6:17 - loss: 834.9754 - logits_profile_predictions_loss: 714.1222 - logcount_predictions_loss: 7.0674 44/2422 [..............................] - ETA: 6:17 - loss: 833.2322 - logits_profile_predictions_loss: 713.8288 - logcount_predictions_loss: 6.9827 45/2422 [..............................] - ETA: 6:16 - loss: 831.5071 - logits_profile_predictions_loss: 713.5054 - logcount_predictions_loss: 6.9007 46/2422 [..............................] - ETA: 6:16 - loss: 829.8642 - logits_profile_predictions_loss: 713.2135 - logcount_predictions_loss: 6.8217 47/2422 [..............................] - ETA: 6:16 - loss: 828.2404 - logits_profile_predictions_loss: 712.8979 - logcount_predictions_loss: 6.7452 48/2422 [..............................] - ETA: 6:16 - loss: 826.6613 - logits_profile_predictions_loss: 712.5829 - logcount_predictions_loss: 6.6712 49/2422 [..............................] - ETA: 6:16 - loss: 825.0996 - logits_profile_predictions_loss: 712.2470 - logcount_predictions_loss: 6.5996 50/2422 [..............................] - ETA: 6:16 - loss: 823.5736 - logits_profile_predictions_loss: 711.9097 - logcount_predictions_loss: 6.5300 51/2422 [..............................] - ETA: 6:15 - loss: 822.0841 - logits_profile_predictions_loss: 711.5725 - logcount_predictions_loss: 6.4627 52/2422 [..............................] - ETA: 6:15 - loss: 820.6238 - logits_profile_predictions_loss: 711.2296 - logcount_predictions_loss: 6.3973 53/2422 [..............................] - ETA: 6:15 - loss: 819.1876 - 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[..............................] - ETA: 6:14 - loss: 810.4645 - logits_profile_predictions_loss: 708.8883 - logcount_predictions_loss: 5.9401 61/2422 [..............................] - ETA: 6:14 - loss: 809.3729 - logits_profile_predictions_loss: 708.6531 - logcount_predictions_loss: 5.8900 62/2422 [..............................] - ETA: 6:14 - loss: 808.3157 - logits_profile_predictions_loss: 708.4297 - logcount_predictions_loss: 5.8413 63/2422 [..............................] - ETA: 6:13 - loss: 807.2593 - logits_profile_predictions_loss: 708.1880 - logcount_predictions_loss: 5.7936 64/2422 [..............................] - ETA: 6:13 - loss: 806.2428 - logits_profile_predictions_loss: 707.9648 - logcount_predictions_loss: 5.7473 65/2422 [..............................] - ETA: 6:13 - loss: 805.2749 - logits_profile_predictions_loss: 707.7689 - logcount_predictions_loss: 5.7021 66/2422 [..............................] - ETA: 6:13 - loss: 804.3217 - logits_profile_predictions_loss: 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[>.............................] - ETA: 6:09 - loss: 786.6492 - logits_profile_predictions_loss: 704.8323 - logcount_predictions_loss: 4.7846 94/2422 [>.............................] - ETA: 6:09 - loss: 786.1591 - logits_profile_predictions_loss: 704.7545 - logcount_predictions_loss: 4.7605 95/2422 [>.............................] - ETA: 6:08 - loss: 785.6790 - logits_profile_predictions_loss: 704.6790 - logcount_predictions_loss: 4.7368 96/2422 [>.............................] - ETA: 6:08 - loss: 785.1992 - logits_profile_predictions_loss: 704.5974 - logcount_predictions_loss: 4.7136 97/2422 [>.............................] - ETA: 6:08 - loss: 784.7550 - logits_profile_predictions_loss: 704.5425 - logcount_predictions_loss: 4.6908 98/2422 [>.............................] - ETA: 6:08 - loss: 784.3244 - logits_profile_predictions_loss: 704.4938 - logcount_predictions_loss: 4.6684 99/2422 [>.............................] - ETA: 6:08 - loss: 783.8877 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 5:17 - loss: 736.8370 - logits_profile_predictions_loss: 691.8666 - logcount_predictions_loss: 2.6299 465/2422 [====>.........................] - ETA: 5:17 - loss: 736.7978 - logits_profile_predictions_loss: 691.8523 - logcount_predictions_loss: 2.6284 466/2422 [====>.........................] - ETA: 5:17 - loss: 736.7589 - logits_profile_predictions_loss: 691.8384 - logcount_predictions_loss: 2.6269 467/2422 [====>.........................] - ETA: 5:16 - loss: 736.7203 - logits_profile_predictions_loss: 691.8245 - logcount_predictions_loss: 2.6255 468/2422 [====>.........................] - ETA: 5:16 - loss: 736.6820 - logits_profile_predictions_loss: 691.8110 - logcount_predictions_loss: 2.6240 469/2422 [====>.........................] - ETA: 5:16 - loss: 736.6443 - logits_profile_predictions_loss: 691.7977 - logcount_predictions_loss: 2.6226 470/2422 [====>.........................] - ETA: 5:16 - loss: 736.6069 - 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[====>.........................] - ETA: 5:15 - loss: 736.3463 - logits_profile_predictions_loss: 691.6929 - logcount_predictions_loss: 2.6113 478/2422 [====>.........................] - ETA: 5:15 - loss: 736.3088 - logits_profile_predictions_loss: 691.6793 - logcount_predictions_loss: 2.6099 479/2422 [====>.........................] - ETA: 5:14 - loss: 736.2712 - logits_profile_predictions_loss: 691.6654 - logcount_predictions_loss: 2.6085 480/2422 [====>.........................] - ETA: 5:14 - loss: 736.2334 - logits_profile_predictions_loss: 691.6513 - logcount_predictions_loss: 2.6071 481/2422 [====>.........................] - ETA: 5:14 - loss: 736.1964 - logits_profile_predictions_loss: 691.6378 - logcount_predictions_loss: 2.6058 482/2422 [====>.........................] - ETA: 5:14 - loss: 736.1597 - logits_profile_predictions_loss: 691.6245 - logcount_predictions_loss: 2.6044 483/2422 [====>.........................] - ETA: 5:14 - loss: 736.1224 - 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[=====>........................] - ETA: 5:10 - loss: 735.4269 - logits_profile_predictions_loss: 691.3624 - logcount_predictions_loss: 2.5769 504/2422 [=====>........................] - ETA: 5:10 - loss: 735.3946 - logits_profile_predictions_loss: 691.3514 - logcount_predictions_loss: 2.5756 505/2422 [=====>........................] - ETA: 5:10 - loss: 735.3623 - logits_profile_predictions_loss: 691.3405 - logcount_predictions_loss: 2.5744 506/2422 [=====>........................] - ETA: 5:10 - loss: 735.3302 - logits_profile_predictions_loss: 691.3297 - logcount_predictions_loss: 2.5731 507/2422 [=====>........................] - ETA: 5:10 - loss: 735.2980 - logits_profile_predictions_loss: 691.3187 - logcount_predictions_loss: 2.5719 508/2422 [=====>........................] - ETA: 5:09 - loss: 735.2657 - logits_profile_predictions_loss: 691.3074 - logcount_predictions_loss: 2.5707 509/2422 [=====>........................] - ETA: 5:09 - loss: 735.2337 - 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[..............................] - ETA: 6:18 - loss: 637.7538 - logits_profile_predictions_loss: 631.5824 - logcount_predictions_loss: 0.3609 37/2422 [..............................] - ETA: 6:18 - loss: 638.0866 - logits_profile_predictions_loss: 631.9251 - logcount_predictions_loss: 0.3603 38/2422 [..............................] - ETA: 6:18 - loss: 638.3993 - logits_profile_predictions_loss: 632.2472 - logcount_predictions_loss: 0.3598 39/2422 [..............................] - ETA: 6:18 - loss: 638.7471 - logits_profile_predictions_loss: 632.6040 - logcount_predictions_loss: 0.3592 40/2422 [..............................] - ETA: 6:18 - loss: 639.0926 - logits_profile_predictions_loss: 632.9582 - logcount_predictions_loss: 0.3587 41/2422 [..............................] - ETA: 6:18 - loss: 639.4250 - logits_profile_predictions_loss: 633.2963 - logcount_predictions_loss: 0.3584 42/2422 [..............................] - ETA: 6:17 - loss: 639.7311 - logits_profile_predictions_loss: 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loss: 639.4338 - logits_profile_predictions_loss: 634.1959 - logcount_predictions_loss: 0.3063 2413/2422 [============================>.] - ETA: 1s - loss: 639.4338 - logits_profile_predictions_loss: 634.1959 - logcount_predictions_loss: 0.3063 2414/2422 [============================>.] - ETA: 1s - loss: 639.4339 - logits_profile_predictions_loss: 634.1960 - logcount_predictions_loss: 0.3063 2415/2422 [============================>.] - ETA: 1s - loss: 639.4339 - logits_profile_predictions_loss: 634.1961 - logcount_predictions_loss: 0.3063 2416/2422 [============================>.] - ETA: 0s - loss: 639.4340 - logits_profile_predictions_loss: 634.1962 - logcount_predictions_loss: 0.3063 2417/2422 [============================>.] - ETA: 0s - loss: 639.4340 - logits_profile_predictions_loss: 634.1963 - logcount_predictions_loss: 0.3063 2418/2422 [============================>.] - ETA: 0s - loss: 639.4340 - logits_profile_predictions_loss: 634.1964 - logcount_predictions_loss: 0.3063 2419/2422 [============================>.] - ETA: 0s - loss: 639.4341 - logits_profile_predictions_loss: 634.1965 - logcount_predictions_loss: 0.3063 2420/2422 [============================>.] - ETA: 0s - loss: 639.4341 - logits_profile_predictions_loss: 634.1965 - logcount_predictions_loss: 0.3063 2421/2422 [============================>.] - ETA: 0s - loss: 639.4341 - logits_profile_predictions_loss: 634.1966 - logcount_predictions_loss: 0.3063 2422/2422 [==============================] - ETA: 0s - loss: 639.4342 - logits_profile_predictions_loss: 634.1967 - logcount_predictions_loss: 0.3063 2422/2422 [==============================] - 404s 167ms/step - loss: 639.4342 - logits_profile_predictions_loss: 634.1968 - logcount_predictions_loss: 0.3063 - val_loss: 649.1650 - val_logits_profile_predictions_loss: 645.0607 - val_logcount_predictions_loss: 0.2400 + +Epoch 00003: val_loss improved from 651.74213 to 649.16498, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 +Epoch 4/50 + 1/2422 [..............................] - ETA: 9:26 - loss: 652.1408 - logits_profile_predictions_loss: 648.7429 - logcount_predictions_loss: 0.1987 2/2422 [..............................] - ETA: 6:20 - loss: 645.1128 - logits_profile_predictions_loss: 641.5999 - logcount_predictions_loss: 0.2054 3/2422 [..............................] - ETA: 6:19 - loss: 644.7933 - logits_profile_predictions_loss: 641.2159 - logcount_predictions_loss: 0.2092 4/2422 [..............................] - ETA: 6:19 - loss: 640.0847 - logits_profile_predictions_loss: 636.4003 - logcount_predictions_loss: 0.2155 5/2422 [..............................] - ETA: 6:19 - loss: 636.2849 - logits_profile_predictions_loss: 632.5788 - logcount_predictions_loss: 0.2167 6/2422 [..............................] - ETA: 6:19 - loss: 635.7559 - logits_profile_predictions_loss: 632.0294 - 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- logits_profile_predictions_loss: 620.8542 - logcount_predictions_loss: 0.2237 14/2422 [..............................] - ETA: 6:19 - loss: 623.6835 - logits_profile_predictions_loss: 619.8278 - logcount_predictions_loss: 0.2255 15/2422 [..............................] - ETA: 6:19 - loss: 623.3354 - logits_profile_predictions_loss: 619.4542 - logcount_predictions_loss: 0.2270 16/2422 [..............................] - ETA: 6:19 - loss: 623.1594 - logits_profile_predictions_loss: 619.2511 - logcount_predictions_loss: 0.2286 17/2422 [..............................] - ETA: 6:18 - loss: 623.0267 - logits_profile_predictions_loss: 619.0954 - logcount_predictions_loss: 0.2299 18/2422 [..............................] - ETA: 6:18 - loss: 622.7382 - logits_profile_predictions_loss: 618.7869 - logcount_predictions_loss: 0.2311 19/2422 [..............................] - ETA: 6:18 - loss: 622.2127 - logits_profile_predictions_loss: 618.2449 - logcount_predictions_loss: 0.2320 20/2422 [..............................] - ETA: 6:18 - loss: 621.5677 - logits_profile_predictions_loss: 617.5843 - logcount_predictions_loss: 0.2329 21/2422 [..............................] - ETA: 6:18 - loss: 621.2179 - logits_profile_predictions_loss: 617.2184 - logcount_predictions_loss: 0.2339 22/2422 [..............................] - ETA: 6:18 - loss: 621.0014 - logits_profile_predictions_loss: 616.9792 - logcount_predictions_loss: 0.2352 23/2422 [..............................] - ETA: 6:18 - loss: 620.8712 - logits_profile_predictions_loss: 616.8297 - logcount_predictions_loss: 0.2364 24/2422 [..............................] - ETA: 6:17 - loss: 620.8217 - logits_profile_predictions_loss: 616.7653 - logcount_predictions_loss: 0.2372 25/2422 [..............................] - ETA: 6:17 - loss: 620.8771 - logits_profile_predictions_loss: 616.8071 - logcount_predictions_loss: 0.2380 26/2422 [..............................] - ETA: 6:17 - loss: 620.9541 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:13 - loss: 621.3012 - logits_profile_predictions_loss: 616.9385 - logcount_predictions_loss: 0.2551 54/2422 [..............................] - ETA: 6:13 - loss: 621.3427 - logits_profile_predictions_loss: 616.9728 - logcount_predictions_loss: 0.2556 55/2422 [..............................] - ETA: 6:13 - loss: 621.3549 - logits_profile_predictions_loss: 616.9786 - logcount_predictions_loss: 0.2559 56/2422 [..............................] - ETA: 6:13 - loss: 621.3374 - logits_profile_predictions_loss: 616.9548 - logcount_predictions_loss: 0.2563 57/2422 [..............................] - ETA: 6:13 - loss: 621.3158 - logits_profile_predictions_loss: 616.9276 - logcount_predictions_loss: 0.2566 58/2422 [..............................] - ETA: 6:13 - loss: 621.3105 - logits_profile_predictions_loss: 616.9166 - logcount_predictions_loss: 0.2570 59/2422 [..............................] - ETA: 6:12 - loss: 621.3233 - logits_profile_predictions_loss: 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[>.............................] - ETA: 6:08 - loss: 621.0997 - logits_profile_predictions_loss: 616.5620 - logcount_predictions_loss: 0.2654 87/2422 [>.............................] - ETA: 6:08 - loss: 621.1070 - logits_profile_predictions_loss: 616.5646 - logcount_predictions_loss: 0.2656 88/2422 [>.............................] - ETA: 6:08 - loss: 621.1043 - logits_profile_predictions_loss: 616.5573 - logcount_predictions_loss: 0.2659 89/2422 [>.............................] - ETA: 6:08 - loss: 621.0991 - logits_profile_predictions_loss: 616.5478 - logcount_predictions_loss: 0.2662 90/2422 [>.............................] - ETA: 6:08 - loss: 621.1068 - logits_profile_predictions_loss: 616.5507 - logcount_predictions_loss: 0.2664 91/2422 [>.............................] - ETA: 6:08 - loss: 621.1227 - logits_profile_predictions_loss: 616.5615 - logcount_predictions_loss: 0.2667 92/2422 [>.............................] - ETA: 6:08 - loss: 621.1435 - logits_profile_predictions_loss: 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[>.............................] - ETA: 6:04 - loss: 622.4425 - logits_profile_predictions_loss: 617.7654 - logcount_predictions_loss: 0.2735 120/2422 [>.............................] - ETA: 6:03 - loss: 622.5132 - logits_profile_predictions_loss: 617.8320 - logcount_predictions_loss: 0.2738 121/2422 [>.............................] - ETA: 6:03 - loss: 622.5832 - logits_profile_predictions_loss: 617.8978 - logcount_predictions_loss: 0.2740 122/2422 [>.............................] - ETA: 6:03 - loss: 622.6486 - logits_profile_predictions_loss: 617.9592 - logcount_predictions_loss: 0.2742 123/2422 [>.............................] - ETA: 6:03 - loss: 622.7079 - logits_profile_predictions_loss: 618.0147 - logcount_predictions_loss: 0.2745 124/2422 [>.............................] - ETA: 6:03 - loss: 622.7645 - logits_profile_predictions_loss: 618.0676 - logcount_predictions_loss: 0.2747 125/2422 [>.............................] - ETA: 6:03 - loss: 622.8132 - 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[====>.........................] - ETA: 5:19 - loss: 629.8847 - logits_profile_predictions_loss: 624.9516 - logcount_predictions_loss: 0.2885 406/2422 [====>.........................] - ETA: 5:19 - loss: 629.8971 - logits_profile_predictions_loss: 624.9639 - logcount_predictions_loss: 0.2885 407/2422 [====>.........................] - ETA: 5:19 - loss: 629.9089 - logits_profile_predictions_loss: 624.9755 - logcount_predictions_loss: 0.2885 408/2422 [====>.........................] - ETA: 5:19 - loss: 629.9204 - logits_profile_predictions_loss: 624.9869 - logcount_predictions_loss: 0.2885 409/2422 [====>.........................] - ETA: 5:19 - loss: 629.9321 - logits_profile_predictions_loss: 624.9984 - logcount_predictions_loss: 0.2885 410/2422 [====>.........................] - ETA: 5:19 - loss: 629.9436 - logits_profile_predictions_loss: 625.0097 - logcount_predictions_loss: 0.2885 411/2422 [====>.........................] - ETA: 5:18 - loss: 629.9546 - logits_profile_predictions_loss: 625.0206 - logcount_predictions_loss: 0.2885 412/2422 [====>.........................] - ETA: 5:18 - loss: 629.9656 - logits_profile_predictions_loss: 625.0313 - logcount_predictions_loss: 0.2886 413/2422 [====>.........................] - ETA: 5:18 - loss: 629.9765 - logits_profile_predictions_loss: 625.0421 - logcount_predictions_loss: 0.2886 414/2422 [====>.........................] - ETA: 5:18 - loss: 629.9870 - logits_profile_predictions_loss: 625.0525 - logcount_predictions_loss: 0.2886 415/2422 [====>.........................] - ETA: 5:18 - loss: 629.9979 - logits_profile_predictions_loss: 625.0632 - logcount_predictions_loss: 0.2886 416/2422 [====>.........................] - ETA: 5:18 - loss: 630.0084 - logits_profile_predictions_loss: 625.0737 - logcount_predictions_loss: 0.2886 417/2422 [====>.........................] - ETA: 5:17 - loss: 630.0186 - logits_profile_predictions_loss: 625.0838 - logcount_predictions_loss: 0.2886 418/2422 [====>.........................] - ETA: 5:17 - loss: 630.0287 - logits_profile_predictions_loss: 625.0937 - logcount_predictions_loss: 0.2886 419/2422 [====>.........................] - ETA: 5:17 - loss: 630.0386 - logits_profile_predictions_loss: 625.1035 - logcount_predictions_loss: 0.2886 420/2422 [====>.........................] - ETA: 5:17 - loss: 630.0481 - logits_profile_predictions_loss: 625.1128 - logcount_predictions_loss: 0.2886 421/2422 [====>.........................] - ETA: 5:17 - loss: 630.0571 - logits_profile_predictions_loss: 625.1217 - logcount_predictions_loss: 0.2886 422/2422 [====>.........................] - ETA: 5:17 - loss: 630.0663 - logits_profile_predictions_loss: 625.1308 - logcount_predictions_loss: 0.2886 423/2422 [====>.........................] - ETA: 5:17 - loss: 630.0759 - logits_profile_predictions_loss: 625.1403 - logcount_predictions_loss: 0.2886 424/2422 [====>.........................] - ETA: 5:16 - loss: 630.0853 - logits_profile_predictions_loss: 625.1496 - logcount_predictions_loss: 0.2886 425/2422 [====>.........................] - ETA: 5:16 - loss: 630.0944 - logits_profile_predictions_loss: 625.1585 - logcount_predictions_loss: 0.2886 426/2422 [====>.........................] - ETA: 5:16 - loss: 630.1034 - logits_profile_predictions_loss: 625.1674 - logcount_predictions_loss: 0.2887 427/2422 [====>.........................] - ETA: 5:16 - loss: 630.1121 - logits_profile_predictions_loss: 625.1760 - logcount_predictions_loss: 0.2887 428/2422 [====>.........................] - ETA: 5:16 - loss: 630.1212 - logits_profile_predictions_loss: 625.1849 - logcount_predictions_loss: 0.2887 429/2422 [====>.........................] - ETA: 5:16 - loss: 630.1298 - logits_profile_predictions_loss: 625.1933 - logcount_predictions_loss: 0.2887 430/2422 [====>.........................] - ETA: 5:15 - loss: 630.1383 - logits_profile_predictions_loss: 625.2016 - logcount_predictions_loss: 0.2887 431/2422 [====>.........................] - ETA: 5:15 - loss: 630.1463 - logits_profile_predictions_loss: 625.2095 - logcount_predictions_loss: 0.2887 432/2422 [====>.........................] - ETA: 5:15 - loss: 630.1542 - logits_profile_predictions_loss: 625.2173 - logcount_predictions_loss: 0.2887 433/2422 [====>.........................] - ETA: 5:15 - loss: 630.1624 - logits_profile_predictions_loss: 625.2253 - logcount_predictions_loss: 0.2887 434/2422 [====>.........................] - ETA: 5:15 - loss: 630.1706 - logits_profile_predictions_loss: 625.2334 - logcount_predictions_loss: 0.2887 435/2422 [====>.........................] - ETA: 5:15 - loss: 630.1782 - logits_profile_predictions_loss: 625.2410 - logcount_predictions_loss: 0.2887 436/2422 [====>.........................] - ETA: 5:15 - loss: 630.1860 - logits_profile_predictions_loss: 625.2486 - logcount_predictions_loss: 0.2887 437/2422 [====>.........................] - ETA: 5:14 - loss: 630.1942 - 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[====>.........................] - ETA: 5:13 - loss: 630.2509 - logits_profile_predictions_loss: 625.3125 - logcount_predictions_loss: 0.2888 445/2422 [====>.........................] - ETA: 5:13 - loss: 630.2588 - logits_profile_predictions_loss: 625.3202 - logcount_predictions_loss: 0.2888 446/2422 [====>.........................] - ETA: 5:13 - loss: 630.2664 - logits_profile_predictions_loss: 625.3277 - logcount_predictions_loss: 0.2888 447/2422 [====>.........................] - ETA: 5:13 - loss: 630.2739 - logits_profile_predictions_loss: 625.3351 - logcount_predictions_loss: 0.2888 448/2422 [====>.........................] - ETA: 5:13 - loss: 630.2818 - logits_profile_predictions_loss: 625.3429 - logcount_predictions_loss: 0.2888 449/2422 [====>.........................] - ETA: 5:12 - loss: 630.2896 - logits_profile_predictions_loss: 625.3505 - logcount_predictions_loss: 0.2888 450/2422 [====>.........................] - ETA: 5:12 - loss: 630.2977 - logits_profile_predictions_loss: 625.3585 - logcount_predictions_loss: 0.2888 451/2422 [====>.........................] - ETA: 5:12 - loss: 630.3058 - logits_profile_predictions_loss: 625.3665 - logcount_predictions_loss: 0.2888 452/2422 [====>.........................] - ETA: 5:12 - loss: 630.3135 - logits_profile_predictions_loss: 625.3741 - logcount_predictions_loss: 0.2889 453/2422 [====>.........................] - ETA: 5:12 - loss: 630.3215 - logits_profile_predictions_loss: 625.3820 - logcount_predictions_loss: 0.2889 454/2422 [====>.........................] - ETA: 5:12 - loss: 630.3296 - logits_profile_predictions_loss: 625.3899 - logcount_predictions_loss: 0.2889 455/2422 [====>.........................] - ETA: 5:12 - loss: 630.3372 - logits_profile_predictions_loss: 625.3974 - logcount_predictions_loss: 0.2889 456/2422 [====>.........................] - ETA: 5:11 - loss: 630.3445 - logits_profile_predictions_loss: 625.4046 - logcount_predictions_loss: 0.2889 457/2422 [====>.........................] - ETA: 5:11 - loss: 630.3517 - logits_profile_predictions_loss: 625.4117 - logcount_predictions_loss: 0.2889 458/2422 [====>.........................] - ETA: 5:11 - loss: 630.3592 - logits_profile_predictions_loss: 625.4191 - logcount_predictions_loss: 0.2889 459/2422 [====>.........................] - ETA: 5:11 - loss: 630.3670 - logits_profile_predictions_loss: 625.4267 - logcount_predictions_loss: 0.2889 460/2422 [====>.........................] - ETA: 5:11 - loss: 630.3752 - logits_profile_predictions_loss: 625.4349 - logcount_predictions_loss: 0.2889 461/2422 [====>.........................] - ETA: 5:11 - loss: 630.3832 - logits_profile_predictions_loss: 625.4427 - logcount_predictions_loss: 0.2889 462/2422 [====>.........................] - ETA: 5:10 - loss: 630.3906 - logits_profile_predictions_loss: 625.4500 - logcount_predictions_loss: 0.2889 463/2422 [====>.........................] - ETA: 5:10 - loss: 630.3975 - 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[====>.........................] - ETA: 5:09 - loss: 630.4501 - logits_profile_predictions_loss: 625.5087 - logcount_predictions_loss: 0.2890 471/2422 [====>.........................] - ETA: 5:09 - loss: 630.4576 - logits_profile_predictions_loss: 625.5161 - logcount_predictions_loss: 0.2890 472/2422 [====>.........................] - ETA: 5:09 - loss: 630.4652 - logits_profile_predictions_loss: 625.5236 - logcount_predictions_loss: 0.2890 473/2422 [====>.........................] - ETA: 5:09 - loss: 630.4729 - logits_profile_predictions_loss: 625.5312 - logcount_predictions_loss: 0.2890 474/2422 [====>.........................] - ETA: 5:09 - loss: 630.4807 - logits_profile_predictions_loss: 625.5389 - logcount_predictions_loss: 0.2890 475/2422 [====>.........................] - ETA: 5:08 - loss: 630.4885 - logits_profile_predictions_loss: 625.5466 - logcount_predictions_loss: 0.2890 476/2422 [====>.........................] - ETA: 5:08 - loss: 630.4967 - logits_profile_predictions_loss: 625.5547 - logcount_predictions_loss: 0.2890 477/2422 [====>.........................] - ETA: 5:08 - loss: 630.5047 - logits_profile_predictions_loss: 625.5627 - logcount_predictions_loss: 0.2890 478/2422 [====>.........................] - ETA: 5:08 - loss: 630.5128 - logits_profile_predictions_loss: 625.5707 - logcount_predictions_loss: 0.2890 479/2422 [====>.........................] - ETA: 5:08 - loss: 630.5207 - logits_profile_predictions_loss: 625.5785 - logcount_predictions_loss: 0.2890 480/2422 [====>.........................] - ETA: 5:08 - loss: 630.5291 - logits_profile_predictions_loss: 625.5867 - logcount_predictions_loss: 0.2890 481/2422 [====>.........................] - ETA: 5:07 - loss: 630.5375 - logits_profile_predictions_loss: 625.5950 - logcount_predictions_loss: 0.2890 482/2422 [====>.........................] - ETA: 5:07 - loss: 630.5461 - logits_profile_predictions_loss: 625.6036 - logcount_predictions_loss: 0.2890 483/2422 [====>.........................] - ETA: 5:07 - loss: 630.5546 - logits_profile_predictions_loss: 625.6120 - logcount_predictions_loss: 0.2890 484/2422 [====>.........................] - ETA: 5:07 - loss: 630.5634 - logits_profile_predictions_loss: 625.6207 - logcount_predictions_loss: 0.2890 485/2422 [=====>........................] - ETA: 5:07 - loss: 630.5721 - logits_profile_predictions_loss: 625.6293 - logcount_predictions_loss: 0.2891 486/2422 [=====>........................] - ETA: 5:07 - loss: 630.5811 - logits_profile_predictions_loss: 625.6382 - logcount_predictions_loss: 0.2891 487/2422 [=====>........................] - ETA: 5:07 - loss: 630.5903 - logits_profile_predictions_loss: 625.6473 - logcount_predictions_loss: 0.2891 488/2422 [=====>........................] - ETA: 5:06 - loss: 630.5994 - logits_profile_predictions_loss: 625.6563 - logcount_predictions_loss: 0.2891 489/2422 [=====>........................] - ETA: 5:06 - loss: 630.6083 - 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[=====>........................] - ETA: 5:05 - loss: 630.6703 - logits_profile_predictions_loss: 625.7262 - logcount_predictions_loss: 0.2891 497/2422 [=====>........................] - ETA: 5:05 - loss: 630.6794 - logits_profile_predictions_loss: 625.7352 - logcount_predictions_loss: 0.2891 498/2422 [=====>........................] - ETA: 5:05 - loss: 630.6883 - logits_profile_predictions_loss: 625.7439 - logcount_predictions_loss: 0.2891 499/2422 [=====>........................] - ETA: 5:05 - loss: 630.6973 - logits_profile_predictions_loss: 625.7528 - logcount_predictions_loss: 0.2891 500/2422 [=====>........................] - ETA: 5:04 - loss: 630.7062 - logits_profile_predictions_loss: 625.7616 - logcount_predictions_loss: 0.2892 501/2422 [=====>........................] - ETA: 5:04 - loss: 630.7152 - logits_profile_predictions_loss: 625.7704 - logcount_predictions_loss: 0.2892 502/2422 [=====>........................] - ETA: 5:04 - loss: 630.7241 - 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[==>...........................] - ETA: 5:36 - loss: 638.0038 - logits_profile_predictions_loss: 632.8838 - logcount_predictions_loss: 0.2994 291/2422 [==>...........................] - ETA: 5:35 - loss: 638.0121 - logits_profile_predictions_loss: 632.8930 - logcount_predictions_loss: 0.2994 292/2422 [==>...........................] - ETA: 5:35 - loss: 638.0204 - logits_profile_predictions_loss: 632.9022 - logcount_predictions_loss: 0.2993 293/2422 [==>...........................] - ETA: 5:35 - loss: 638.0280 - logits_profile_predictions_loss: 632.9107 - logcount_predictions_loss: 0.2992 294/2422 [==>...........................] - ETA: 5:35 - loss: 638.0341 - logits_profile_predictions_loss: 632.9178 - logcount_predictions_loss: 0.2992 295/2422 [==>...........................] - ETA: 5:35 - loss: 638.0404 - logits_profile_predictions_loss: 632.9251 - logcount_predictions_loss: 0.2991 296/2422 [==>...........................] - ETA: 5:35 - loss: 638.0479 - logits_profile_predictions_loss: 632.9335 - logcount_predictions_loss: 0.2991 297/2422 [==>...........................] - ETA: 5:34 - loss: 638.0552 - logits_profile_predictions_loss: 632.9418 - logcount_predictions_loss: 0.2990 298/2422 [==>...........................] - ETA: 5:34 - loss: 638.0620 - logits_profile_predictions_loss: 632.9495 - logcount_predictions_loss: 0.2990 299/2422 [==>...........................] - ETA: 5:34 - loss: 638.0690 - logits_profile_predictions_loss: 632.9574 - logcount_predictions_loss: 0.2989 300/2422 [==>...........................] - ETA: 5:34 - loss: 638.0756 - logits_profile_predictions_loss: 632.9650 - logcount_predictions_loss: 0.2989 301/2422 [==>...........................] - ETA: 5:34 - loss: 638.0823 - logits_profile_predictions_loss: 632.9726 - logcount_predictions_loss: 0.2988 302/2422 [==>...........................] - ETA: 5:34 - loss: 638.0890 - logits_profile_predictions_loss: 632.9803 - logcount_predictions_loss: 0.2988 303/2422 [==>...........................] - ETA: 5:34 - loss: 638.0960 - logits_profile_predictions_loss: 632.9881 - logcount_predictions_loss: 0.2987 304/2422 [==>...........................] - ETA: 5:33 - loss: 638.1030 - logits_profile_predictions_loss: 632.9961 - logcount_predictions_loss: 0.2986 305/2422 [==>...........................] - ETA: 5:33 - loss: 638.1103 - logits_profile_predictions_loss: 633.0043 - logcount_predictions_loss: 0.2986 306/2422 [==>...........................] - ETA: 5:33 - loss: 638.1172 - logits_profile_predictions_loss: 633.0121 - logcount_predictions_loss: 0.2985 307/2422 [==>...........................] - ETA: 5:33 - loss: 638.1258 - logits_profile_predictions_loss: 633.0217 - logcount_predictions_loss: 0.2985 308/2422 [==>...........................] - ETA: 5:33 - loss: 638.1336 - logits_profile_predictions_loss: 633.0303 - logcount_predictions_loss: 0.2984 309/2422 [==>...........................] - ETA: 5:33 - loss: 638.1410 - logits_profile_predictions_loss: 633.0386 - logcount_predictions_loss: 0.2984 310/2422 [==>...........................] - ETA: 5:32 - loss: 638.1480 - logits_profile_predictions_loss: 633.0465 - logcount_predictions_loss: 0.2983 311/2422 [==>...........................] - ETA: 5:32 - loss: 638.1548 - logits_profile_predictions_loss: 633.0543 - logcount_predictions_loss: 0.2983 312/2422 [==>...........................] - ETA: 5:32 - loss: 638.1607 - logits_profile_predictions_loss: 633.0612 - logcount_predictions_loss: 0.2982 313/2422 [==>...........................] - ETA: 5:32 - loss: 638.1658 - logits_profile_predictions_loss: 633.0671 - logcount_predictions_loss: 0.2982 314/2422 [==>...........................] - ETA: 5:32 - loss: 638.1707 - logits_profile_predictions_loss: 633.0730 - logcount_predictions_loss: 0.2981 315/2422 [==>...........................] - ETA: 5:32 - loss: 638.1762 - logits_profile_predictions_loss: 633.0793 - logcount_predictions_loss: 0.2981 316/2422 [==>...........................] - ETA: 5:32 - loss: 638.1826 - logits_profile_predictions_loss: 633.0867 - logcount_predictions_loss: 0.2980 317/2422 [==>...........................] - ETA: 5:31 - loss: 638.1889 - logits_profile_predictions_loss: 633.0939 - logcount_predictions_loss: 0.2979 318/2422 [==>...........................] - ETA: 5:31 - loss: 638.1954 - logits_profile_predictions_loss: 633.1013 - logcount_predictions_loss: 0.2979 319/2422 [==>...........................] - ETA: 5:31 - loss: 638.2015 - logits_profile_predictions_loss: 633.1083 - logcount_predictions_loss: 0.2978 320/2422 [==>...........................] - ETA: 5:31 - loss: 638.2072 - logits_profile_predictions_loss: 633.1149 - logcount_predictions_loss: 0.2978 321/2422 [==>...........................] - ETA: 5:31 - loss: 638.2124 - logits_profile_predictions_loss: 633.1211 - logcount_predictions_loss: 0.2977 322/2422 [==>...........................] - ETA: 5:31 - loss: 638.2172 - logits_profile_predictions_loss: 633.1267 - logcount_predictions_loss: 0.2977 323/2422 [===>..........................] - ETA: 5:30 - loss: 638.2234 - logits_profile_predictions_loss: 633.1337 - logcount_predictions_loss: 0.2976 324/2422 [===>..........................] - ETA: 5:30 - loss: 638.2283 - logits_profile_predictions_loss: 633.1396 - logcount_predictions_loss: 0.2976 325/2422 [===>..........................] - ETA: 5:30 - loss: 638.2331 - logits_profile_predictions_loss: 633.1452 - logcount_predictions_loss: 0.2975 326/2422 [===>..........................] - ETA: 5:30 - loss: 638.2383 - logits_profile_predictions_loss: 633.1513 - logcount_predictions_loss: 0.2975 327/2422 [===>..........................] - ETA: 5:30 - loss: 638.2436 - logits_profile_predictions_loss: 633.1575 - logcount_predictions_loss: 0.2974 328/2422 [===>..........................] - ETA: 5:30 - loss: 638.2486 - logits_profile_predictions_loss: 633.1633 - logcount_predictions_loss: 0.2974 329/2422 [===>..........................] - ETA: 5:30 - loss: 638.2526 - logits_profile_predictions_loss: 633.1682 - logcount_predictions_loss: 0.2973 330/2422 [===>..........................] - ETA: 5:29 - loss: 638.2561 - logits_profile_predictions_loss: 633.1726 - logcount_predictions_loss: 0.2973 331/2422 [===>..........................] - ETA: 5:29 - loss: 638.2604 - logits_profile_predictions_loss: 633.1778 - logcount_predictions_loss: 0.2972 332/2422 [===>..........................] - ETA: 5:29 - loss: 638.2639 - logits_profile_predictions_loss: 633.1821 - logcount_predictions_loss: 0.2972 333/2422 [===>..........................] - ETA: 5:29 - loss: 638.2667 - logits_profile_predictions_loss: 633.1858 - logcount_predictions_loss: 0.2971 334/2422 [===>..........................] - ETA: 5:29 - loss: 638.2693 - logits_profile_predictions_loss: 633.1892 - logcount_predictions_loss: 0.2971 335/2422 [===>..........................] - ETA: 5:29 - loss: 638.2727 - logits_profile_predictions_loss: 633.1935 - logcount_predictions_loss: 0.2970 336/2422 [===>..........................] - ETA: 5:28 - loss: 638.2759 - logits_profile_predictions_loss: 633.1975 - logcount_predictions_loss: 0.2970 337/2422 [===>..........................] - ETA: 5:28 - loss: 638.2789 - logits_profile_predictions_loss: 633.2014 - logcount_predictions_loss: 0.2969 338/2422 [===>..........................] - ETA: 5:28 - loss: 638.2817 - logits_profile_predictions_loss: 633.2049 - logcount_predictions_loss: 0.2969 339/2422 [===>..........................] - ETA: 5:28 - loss: 638.2840 - logits_profile_predictions_loss: 633.2081 - logcount_predictions_loss: 0.2968 340/2422 [===>..........................] - ETA: 5:28 - loss: 638.2863 - logits_profile_predictions_loss: 633.2112 - logcount_predictions_loss: 0.2968 341/2422 [===>..........................] - ETA: 5:28 - loss: 638.2875 - logits_profile_predictions_loss: 633.2132 - logcount_predictions_loss: 0.2967 342/2422 [===>..........................] - ETA: 5:27 - loss: 638.2883 - logits_profile_predictions_loss: 633.2148 - logcount_predictions_loss: 0.2967 343/2422 [===>..........................] - ETA: 5:27 - loss: 638.2897 - logits_profile_predictions_loss: 633.2170 - logcount_predictions_loss: 0.2966 344/2422 [===>..........................] - ETA: 5:27 - loss: 638.2911 - logits_profile_predictions_loss: 633.2192 - logcount_predictions_loss: 0.2966 345/2422 [===>..........................] - ETA: 5:27 - loss: 638.2923 - logits_profile_predictions_loss: 633.2212 - logcount_predictions_loss: 0.2966 346/2422 [===>..........................] - ETA: 5:27 - loss: 638.2939 - logits_profile_predictions_loss: 633.2236 - logcount_predictions_loss: 0.2965 347/2422 [===>..........................] - ETA: 5:27 - loss: 638.2953 - logits_profile_predictions_loss: 633.2258 - logcount_predictions_loss: 0.2965 348/2422 [===>..........................] - ETA: 5:27 - loss: 638.2965 - logits_profile_predictions_loss: 633.2278 - logcount_predictions_loss: 0.2964 349/2422 [===>..........................] - ETA: 5:26 - loss: 638.2975 - logits_profile_predictions_loss: 633.2296 - logcount_predictions_loss: 0.2964 350/2422 [===>..........................] - ETA: 5:26 - loss: 638.2981 - logits_profile_predictions_loss: 633.2309 - logcount_predictions_loss: 0.2963 351/2422 [===>..........................] - ETA: 5:26 - loss: 638.2984 - logits_profile_predictions_loss: 633.2320 - logcount_predictions_loss: 0.2963 352/2422 [===>..........................] - ETA: 5:26 - loss: 638.2984 - logits_profile_predictions_loss: 633.2328 - logcount_predictions_loss: 0.2962 353/2422 [===>..........................] - ETA: 5:26 - loss: 638.2987 - logits_profile_predictions_loss: 633.2338 - logcount_predictions_loss: 0.2962 354/2422 [===>..........................] - ETA: 5:26 - loss: 638.3001 - logits_profile_predictions_loss: 633.2360 - logcount_predictions_loss: 0.2961 355/2422 [===>..........................] - ETA: 5:25 - loss: 638.3010 - logits_profile_predictions_loss: 633.2377 - logcount_predictions_loss: 0.2961 356/2422 [===>..........................] - ETA: 5:25 - loss: 638.3024 - logits_profile_predictions_loss: 633.2399 - logcount_predictions_loss: 0.2961 357/2422 [===>..........................] - ETA: 5:25 - loss: 638.3038 - logits_profile_predictions_loss: 633.2419 - logcount_predictions_loss: 0.2960 358/2422 [===>..........................] - ETA: 5:25 - loss: 638.3054 - logits_profile_predictions_loss: 633.2443 - logcount_predictions_loss: 0.2960 359/2422 [===>..........................] - ETA: 5:25 - loss: 638.3072 - logits_profile_predictions_loss: 633.2468 - logcount_predictions_loss: 0.2959 360/2422 [===>..........................] - ETA: 5:25 - loss: 638.3090 - logits_profile_predictions_loss: 633.2494 - logcount_predictions_loss: 0.2959 361/2422 [===>..........................] - ETA: 5:25 - loss: 638.3106 - logits_profile_predictions_loss: 633.2517 - logcount_predictions_loss: 0.2958 362/2422 [===>..........................] - ETA: 5:24 - loss: 638.3113 - logits_profile_predictions_loss: 633.2532 - logcount_predictions_loss: 0.2958 363/2422 [===>..........................] - ETA: 5:24 - loss: 638.3121 - logits_profile_predictions_loss: 633.2548 - logcount_predictions_loss: 0.2957 364/2422 [===>..........................] - ETA: 5:24 - loss: 638.3132 - logits_profile_predictions_loss: 633.2567 - logcount_predictions_loss: 0.2957 365/2422 [===>..........................] - ETA: 5:24 - loss: 638.3139 - logits_profile_predictions_loss: 633.2581 - logcount_predictions_loss: 0.2957 366/2422 [===>..........................] - ETA: 5:24 - loss: 638.3146 - logits_profile_predictions_loss: 633.2596 - logcount_predictions_loss: 0.2956 367/2422 [===>..........................] - ETA: 5:24 - loss: 638.3149 - logits_profile_predictions_loss: 633.2606 - logcount_predictions_loss: 0.2956 368/2422 [===>..........................] - ETA: 5:23 - loss: 638.3148 - logits_profile_predictions_loss: 633.2614 - logcount_predictions_loss: 0.2955 369/2422 [===>..........................] - ETA: 5:23 - loss: 638.3143 - logits_profile_predictions_loss: 633.2617 - logcount_predictions_loss: 0.2955 370/2422 [===>..........................] - ETA: 5:23 - loss: 638.3136 - logits_profile_predictions_loss: 633.2617 - logcount_predictions_loss: 0.2954 371/2422 [===>..........................] - ETA: 5:23 - loss: 638.3133 - logits_profile_predictions_loss: 633.2622 - logcount_predictions_loss: 0.2954 372/2422 [===>..........................] - ETA: 5:23 - loss: 638.3134 - logits_profile_predictions_loss: 633.2631 - logcount_predictions_loss: 0.2953 373/2422 [===>..........................] - ETA: 5:23 - loss: 638.3140 - logits_profile_predictions_loss: 633.2644 - logcount_predictions_loss: 0.2953 374/2422 [===>..........................] - ETA: 5:23 - loss: 638.3145 - logits_profile_predictions_loss: 633.2655 - logcount_predictions_loss: 0.2953 375/2422 [===>..........................] - ETA: 5:22 - loss: 638.3148 - logits_profile_predictions_loss: 633.2665 - logcount_predictions_loss: 0.2952 376/2422 [===>..........................] - ETA: 5:22 - loss: 638.3154 - logits_profile_predictions_loss: 633.2678 - logcount_predictions_loss: 0.2952 377/2422 [===>..........................] - ETA: 5:22 - loss: 638.3160 - logits_profile_predictions_loss: 633.2691 - logcount_predictions_loss: 0.2951 378/2422 [===>..........................] - ETA: 5:22 - loss: 638.3164 - logits_profile_predictions_loss: 633.2702 - logcount_predictions_loss: 0.2951 379/2422 [===>..........................] - ETA: 5:22 - loss: 638.3162 - logits_profile_predictions_loss: 633.2707 - logcount_predictions_loss: 0.2951 380/2422 [===>..........................] - ETA: 5:22 - loss: 638.3161 - logits_profile_predictions_loss: 633.2713 - logcount_predictions_loss: 0.2950 381/2422 [===>..........................] - ETA: 5:21 - loss: 638.3160 - logits_profile_predictions_loss: 633.2718 - logcount_predictions_loss: 0.2950 382/2422 [===>..........................] - ETA: 5:21 - loss: 638.3158 - logits_profile_predictions_loss: 633.2723 - logcount_predictions_loss: 0.2949 383/2422 [===>..........................] - ETA: 5:21 - loss: 638.3160 - logits_profile_predictions_loss: 633.2732 - logcount_predictions_loss: 0.2949 384/2422 [===>..........................] - ETA: 5:21 - loss: 638.3163 - logits_profile_predictions_loss: 633.2742 - logcount_predictions_loss: 0.2949 385/2422 [===>..........................] - ETA: 5:21 - loss: 638.3164 - logits_profile_predictions_loss: 633.2750 - logcount_predictions_loss: 0.2948 386/2422 [===>..........................] - ETA: 5:21 - loss: 638.3165 - logits_profile_predictions_loss: 633.2757 - logcount_predictions_loss: 0.2948 387/2422 [===>..........................] - ETA: 5:20 - loss: 638.3165 - logits_profile_predictions_loss: 633.2764 - logcount_predictions_loss: 0.2947 388/2422 [===>..........................] - ETA: 5:20 - loss: 638.3170 - logits_profile_predictions_loss: 633.2775 - logcount_predictions_loss: 0.2947 389/2422 [===>..........................] - ETA: 5:20 - loss: 638.3175 - logits_profile_predictions_loss: 633.2788 - logcount_predictions_loss: 0.2947 390/2422 [===>..........................] - ETA: 5:20 - loss: 638.3180 - logits_profile_predictions_loss: 633.2799 - logcount_predictions_loss: 0.2946 391/2422 [===>..........................] - ETA: 5:20 - loss: 638.3192 - logits_profile_predictions_loss: 633.2817 - logcount_predictions_loss: 0.2946 392/2422 [===>..........................] - ETA: 5:20 - loss: 638.3200 - logits_profile_predictions_loss: 633.2832 - logcount_predictions_loss: 0.2945 393/2422 [===>..........................] - ETA: 5:20 - loss: 638.3208 - logits_profile_predictions_loss: 633.2847 - logcount_predictions_loss: 0.2945 394/2422 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[==============================] - 402s 166ms/step - loss: 635.0729 - logits_profile_predictions_loss: 630.4177 - logcount_predictions_loss: 0.2722 - val_loss: 645.7123 - val_logits_profile_predictions_loss: 641.9799 - val_logcount_predictions_loss: 0.2183 + +Epoch 00005: val_loss improved from 648.39795 to 645.71228, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 +Epoch 6/50 + 1/2422 [..............................] - ETA: 9:30 - loss: 773.0282 - logits_profile_predictions_loss: 762.9832 - logcount_predictions_loss: 0.5874 2/2422 [..............................] - ETA: 6:59 - loss: 737.0552 - logits_profile_predictions_loss: 728.3420 - logcount_predictions_loss: 0.5095 3/2422 [..............................] - ETA: 6:38 - loss: 723.4621 - logits_profile_predictions_loss: 715.5686 - logcount_predictions_loss: 0.4616 4/2422 [..............................] - ETA: 6:30 - loss: 718.0978 - 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[..............................] - ETA: 6:21 - loss: 682.5431 - logits_profile_predictions_loss: 676.5542 - logcount_predictions_loss: 0.3502 12/2422 [..............................] - ETA: 6:20 - loss: 680.0699 - logits_profile_predictions_loss: 674.1569 - logcount_predictions_loss: 0.3458 13/2422 [..............................] - ETA: 6:20 - loss: 677.7129 - logits_profile_predictions_loss: 671.8538 - logcount_predictions_loss: 0.3426 14/2422 [..............................] - ETA: 6:20 - loss: 675.1793 - logits_profile_predictions_loss: 669.3673 - logcount_predictions_loss: 0.3399 15/2422 [..............................] - ETA: 6:19 - loss: 672.8603 - logits_profile_predictions_loss: 667.0965 - logcount_predictions_loss: 0.3371 16/2422 [..............................] - ETA: 6:19 - loss: 670.4049 - logits_profile_predictions_loss: 664.6728 - logcount_predictions_loss: 0.3352 17/2422 [..............................] - ETA: 6:19 - loss: 668.2883 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:30 - loss: 627.2631 - logits_profile_predictions_loss: 622.6527 - logcount_predictions_loss: 0.2696 332/2422 [===>..........................] - ETA: 5:30 - loss: 627.2543 - logits_profile_predictions_loss: 622.6446 - logcount_predictions_loss: 0.2696 333/2422 [===>..........................] - ETA: 5:30 - loss: 627.2448 - logits_profile_predictions_loss: 622.6357 - logcount_predictions_loss: 0.2695 334/2422 [===>..........................] - ETA: 5:30 - loss: 627.2348 - logits_profile_predictions_loss: 622.6263 - logcount_predictions_loss: 0.2695 335/2422 [===>..........................] - ETA: 5:29 - loss: 627.2239 - logits_profile_predictions_loss: 622.6160 - logcount_predictions_loss: 0.2694 336/2422 [===>..........................] - ETA: 5:29 - loss: 627.2127 - logits_profile_predictions_loss: 622.6055 - logcount_predictions_loss: 0.2694 337/2422 [===>..........................] - ETA: 5:29 - loss: 627.2008 - 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[===>..........................] - ETA: 5:28 - loss: 627.1153 - logits_profile_predictions_loss: 622.5133 - logcount_predictions_loss: 0.2691 345/2422 [===>..........................] - ETA: 5:28 - loss: 627.1017 - logits_profile_predictions_loss: 622.5003 - logcount_predictions_loss: 0.2691 346/2422 [===>..........................] - ETA: 5:28 - loss: 627.0880 - logits_profile_predictions_loss: 622.4873 - logcount_predictions_loss: 0.2690 347/2422 [===>..........................] - ETA: 5:28 - loss: 627.0748 - logits_profile_predictions_loss: 622.4747 - logcount_predictions_loss: 0.2690 348/2422 [===>..........................] - ETA: 5:27 - loss: 627.0619 - logits_profile_predictions_loss: 622.4624 - logcount_predictions_loss: 0.2690 349/2422 [===>..........................] - ETA: 5:27 - loss: 627.0500 - logits_profile_predictions_loss: 622.4512 - logcount_predictions_loss: 0.2689 350/2422 [===>..........................] - ETA: 5:27 - loss: 627.0384 - logits_profile_predictions_loss: 622.4403 - logcount_predictions_loss: 0.2689 351/2422 [===>..........................] - ETA: 5:27 - loss: 627.0268 - logits_profile_predictions_loss: 622.4293 - logcount_predictions_loss: 0.2688 352/2422 [===>..........................] - ETA: 5:27 - loss: 627.0157 - logits_profile_predictions_loss: 622.4188 - logcount_predictions_loss: 0.2688 353/2422 [===>..........................] - ETA: 5:27 - loss: 627.0040 - logits_profile_predictions_loss: 622.4078 - logcount_predictions_loss: 0.2688 354/2422 [===>..........................] - ETA: 5:26 - loss: 626.9920 - logits_profile_predictions_loss: 622.3964 - logcount_predictions_loss: 0.2687 355/2422 [===>..........................] - ETA: 5:26 - loss: 626.9800 - logits_profile_predictions_loss: 622.3850 - logcount_predictions_loss: 0.2687 356/2422 [===>..........................] - ETA: 5:26 - loss: 626.9682 - logits_profile_predictions_loss: 622.3739 - logcount_predictions_loss: 0.2687 357/2422 [===>..........................] - ETA: 5:26 - loss: 626.9561 - logits_profile_predictions_loss: 622.3625 - logcount_predictions_loss: 0.2686 358/2422 [===>..........................] - ETA: 5:26 - loss: 626.9444 - logits_profile_predictions_loss: 622.3514 - logcount_predictions_loss: 0.2686 359/2422 [===>..........................] - ETA: 5:26 - loss: 626.9326 - logits_profile_predictions_loss: 622.3403 - logcount_predictions_loss: 0.2685 360/2422 [===>..........................] - ETA: 5:26 - loss: 626.9211 - logits_profile_predictions_loss: 622.3295 - logcount_predictions_loss: 0.2685 361/2422 [===>..........................] - ETA: 5:25 - loss: 626.9096 - logits_profile_predictions_loss: 622.3187 - logcount_predictions_loss: 0.2685 362/2422 [===>..........................] - ETA: 5:25 - loss: 626.8982 - logits_profile_predictions_loss: 622.3079 - logcount_predictions_loss: 0.2684 363/2422 [===>..........................] - ETA: 5:25 - loss: 626.8863 - 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[===>..........................] - ETA: 5:24 - loss: 626.8038 - logits_profile_predictions_loss: 622.2192 - logcount_predictions_loss: 0.2681 371/2422 [===>..........................] - ETA: 5:24 - loss: 626.7922 - logits_profile_predictions_loss: 622.2083 - logcount_predictions_loss: 0.2680 372/2422 [===>..........................] - ETA: 5:24 - loss: 626.7809 - logits_profile_predictions_loss: 622.1976 - logcount_predictions_loss: 0.2680 373/2422 [===>..........................] - ETA: 5:23 - loss: 626.7701 - logits_profile_predictions_loss: 622.1876 - logcount_predictions_loss: 0.2680 374/2422 [===>..........................] - ETA: 5:23 - loss: 626.7597 - logits_profile_predictions_loss: 622.1778 - logcount_predictions_loss: 0.2679 375/2422 [===>..........................] - ETA: 5:23 - loss: 626.7496 - logits_profile_predictions_loss: 622.1685 - logcount_predictions_loss: 0.2679 376/2422 [===>..........................] - ETA: 5:23 - loss: 626.7394 - 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[===>..........................] - ETA: 5:22 - loss: 626.6701 - logits_profile_predictions_loss: 622.0947 - logcount_predictions_loss: 0.2675 384/2422 [===>..........................] - ETA: 5:22 - loss: 626.6601 - logits_profile_predictions_loss: 622.0855 - logcount_predictions_loss: 0.2675 385/2422 [===>..........................] - ETA: 5:22 - loss: 626.6506 - logits_profile_predictions_loss: 622.0767 - logcount_predictions_loss: 0.2675 386/2422 [===>..........................] - ETA: 5:21 - loss: 626.6413 - logits_profile_predictions_loss: 622.0680 - logcount_predictions_loss: 0.2674 387/2422 [===>..........................] - ETA: 5:21 - loss: 626.6319 - logits_profile_predictions_loss: 622.0593 - logcount_predictions_loss: 0.2674 388/2422 [===>..........................] - ETA: 5:21 - loss: 626.6219 - logits_profile_predictions_loss: 622.0500 - logcount_predictions_loss: 0.2673 389/2422 [===>..........................] - ETA: 5:21 - loss: 626.6119 - logits_profile_predictions_loss: 622.0407 - logcount_predictions_loss: 0.2673 390/2422 [===>..........................] - ETA: 5:21 - loss: 626.6030 - logits_profile_predictions_loss: 622.0323 - logcount_predictions_loss: 0.2673 391/2422 [===>..........................] - ETA: 5:21 - loss: 626.5937 - logits_profile_predictions_loss: 622.0237 - logcount_predictions_loss: 0.2672 392/2422 [===>..........................] - ETA: 5:21 - loss: 626.5852 - logits_profile_predictions_loss: 622.0159 - logcount_predictions_loss: 0.2672 393/2422 [===>..........................] - ETA: 5:20 - loss: 626.5772 - logits_profile_predictions_loss: 622.0085 - logcount_predictions_loss: 0.2672 394/2422 [===>..........................] - ETA: 5:20 - loss: 626.5691 - logits_profile_predictions_loss: 622.0011 - logcount_predictions_loss: 0.2671 395/2422 [===>..........................] - ETA: 5:20 - loss: 626.5607 - logits_profile_predictions_loss: 621.9933 - logcount_predictions_loss: 0.2671 396/2422 [===>..........................] - ETA: 5:20 - loss: 626.5520 - logits_profile_predictions_loss: 621.9853 - logcount_predictions_loss: 0.2670 397/2422 [===>..........................] - ETA: 5:20 - loss: 626.5440 - logits_profile_predictions_loss: 621.9779 - logcount_predictions_loss: 0.2670 398/2422 [===>..........................] - ETA: 5:20 - loss: 626.5355 - logits_profile_predictions_loss: 621.9701 - logcount_predictions_loss: 0.2670 399/2422 [===>..........................] - ETA: 5:19 - loss: 626.5276 - logits_profile_predictions_loss: 621.9629 - logcount_predictions_loss: 0.2669 400/2422 [===>..........................] - ETA: 5:19 - loss: 626.5201 - logits_profile_predictions_loss: 621.9560 - logcount_predictions_loss: 0.2669 401/2422 [===>..........................] - ETA: 5:19 - loss: 626.5126 - logits_profile_predictions_loss: 621.9491 - logcount_predictions_loss: 0.2669 402/2422 [===>..........................] - ETA: 5:19 - loss: 626.5052 - logits_profile_predictions_loss: 621.9423 - logcount_predictions_loss: 0.2668 403/2422 [===>..........................] - ETA: 5:19 - loss: 626.4975 - logits_profile_predictions_loss: 621.9353 - logcount_predictions_loss: 0.2668 404/2422 [====>.........................] - ETA: 5:19 - loss: 626.4900 - logits_profile_predictions_loss: 621.9283 - logcount_predictions_loss: 0.2667 405/2422 [====>.........................] - ETA: 5:18 - loss: 626.4825 - logits_profile_predictions_loss: 621.9215 - logcount_predictions_loss: 0.2667 406/2422 [====>.........................] - ETA: 5:18 - loss: 626.4753 - logits_profile_predictions_loss: 621.9148 - logcount_predictions_loss: 0.2667 407/2422 [====>.........................] - ETA: 5:18 - loss: 626.4677 - logits_profile_predictions_loss: 621.9078 - logcount_predictions_loss: 0.2666 408/2422 [====>.........................] - ETA: 5:18 - loss: 626.4596 - logits_profile_predictions_loss: 621.9003 - logcount_predictions_loss: 0.2666 409/2422 [====>.........................] - ETA: 5:18 - loss: 626.4517 - logits_profile_predictions_loss: 621.8930 - logcount_predictions_loss: 0.2666 410/2422 [====>.........................] - ETA: 5:18 - loss: 626.4443 - logits_profile_predictions_loss: 621.8861 - logcount_predictions_loss: 0.2665 411/2422 [====>.........................] - ETA: 5:18 - loss: 626.4371 - logits_profile_predictions_loss: 621.8795 - logcount_predictions_loss: 0.2665 412/2422 [====>.........................] - ETA: 5:17 - loss: 626.4303 - logits_profile_predictions_loss: 621.8733 - logcount_predictions_loss: 0.2665 413/2422 [====>.........................] - ETA: 5:17 - loss: 626.4234 - logits_profile_predictions_loss: 621.8670 - logcount_predictions_loss: 0.2664 414/2422 [====>.........................] - ETA: 5:17 - loss: 626.4171 - logits_profile_predictions_loss: 621.8612 - logcount_predictions_loss: 0.2664 415/2422 [====>.........................] - ETA: 5:17 - loss: 626.4111 - logits_profile_predictions_loss: 621.8558 - logcount_predictions_loss: 0.2664 416/2422 [====>.........................] - ETA: 5:17 - loss: 626.4052 - logits_profile_predictions_loss: 621.8504 - logcount_predictions_loss: 0.2663 417/2422 [====>.........................] - ETA: 5:17 - loss: 626.3992 - logits_profile_predictions_loss: 621.8451 - logcount_predictions_loss: 0.2663 418/2422 [====>.........................] - ETA: 5:16 - loss: 626.3934 - logits_profile_predictions_loss: 621.8397 - logcount_predictions_loss: 0.2663 419/2422 [====>.........................] - ETA: 5:16 - loss: 626.3877 - logits_profile_predictions_loss: 621.8346 - logcount_predictions_loss: 0.2662 420/2422 [====>.........................] - ETA: 5:16 - loss: 626.3820 - logits_profile_predictions_loss: 621.8295 - logcount_predictions_loss: 0.2662 421/2422 [====>.........................] - ETA: 5:16 - loss: 626.3769 - logits_profile_predictions_loss: 621.8249 - logcount_predictions_loss: 0.2662 422/2422 [====>.........................] - ETA: 5:16 - loss: 626.3715 - logits_profile_predictions_loss: 621.8200 - logcount_predictions_loss: 0.2661 423/2422 [====>.........................] - ETA: 5:16 - loss: 626.3664 - logits_profile_predictions_loss: 621.8154 - logcount_predictions_loss: 0.2661 424/2422 [====>.........................] - ETA: 5:15 - loss: 626.3614 - logits_profile_predictions_loss: 621.8110 - logcount_predictions_loss: 0.2661 425/2422 [====>.........................] - ETA: 5:15 - loss: 626.3575 - logits_profile_predictions_loss: 621.8076 - logcount_predictions_loss: 0.2661 426/2422 [====>.........................] - ETA: 5:15 - loss: 626.3534 - logits_profile_predictions_loss: 621.8040 - logcount_predictions_loss: 0.2660 427/2422 [====>.........................] - ETA: 5:15 - loss: 626.3492 - logits_profile_predictions_loss: 621.8004 - logcount_predictions_loss: 0.2660 428/2422 [====>.........................] - ETA: 5:15 - loss: 626.3452 - 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logits_profile_predictions_loss: 624.8299 - logcount_predictions_loss: 0.2534 2419/2422 [============================>.] - ETA: 0s - loss: 629.1630 - logits_profile_predictions_loss: 624.8306 - logcount_predictions_loss: 0.2534 2420/2422 [============================>.] - ETA: 0s - loss: 629.1636 - logits_profile_predictions_loss: 624.8313 - logcount_predictions_loss: 0.2534 2421/2422 [============================>.] - ETA: 0s - loss: 629.1643 - logits_profile_predictions_loss: 624.8320 - logcount_predictions_loss: 0.2534 2422/2422 [==============================] - ETA: 0s - loss: 629.1650 - logits_profile_predictions_loss: 624.8327 - logcount_predictions_loss: 0.2534 2422/2422 [==============================] - 402s 166ms/step - loss: 629.1656 - logits_profile_predictions_loss: 624.8334 - logcount_predictions_loss: 0.2534 - val_loss: 646.5837 - val_logits_profile_predictions_loss: 643.0511 - val_logcount_predictions_loss: 0.2066 + +Epoch 00006: val_loss did not improve from 645.71228 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[..............................] - ETA: 6:17 - loss: 646.6450 - logits_profile_predictions_loss: 642.9671 - logcount_predictions_loss: 0.2151 15/2422 [..............................] - ETA: 6:17 - loss: 645.7023 - logits_profile_predictions_loss: 642.0253 - logcount_predictions_loss: 0.2150 16/2422 [..............................] - ETA: 6:17 - loss: 644.9756 - logits_profile_predictions_loss: 641.3002 - logcount_predictions_loss: 0.2149 17/2422 [..............................] - ETA: 6:17 - loss: 644.6359 - logits_profile_predictions_loss: 640.9610 - logcount_predictions_loss: 0.2149 18/2422 [..............................] - ETA: 6:17 - loss: 644.0959 - logits_profile_predictions_loss: 640.4256 - logcount_predictions_loss: 0.2146 19/2422 [..............................] - ETA: 6:17 - loss: 643.7578 - logits_profile_predictions_loss: 640.0920 - logcount_predictions_loss: 0.2144 20/2422 [..............................] - ETA: 6:17 - loss: 643.5642 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:21 - loss: 630.6000 - logits_profile_predictions_loss: 626.6494 - logcount_predictions_loss: 0.2310 387/2422 [===>..........................] - ETA: 5:21 - loss: 630.5971 - logits_profile_predictions_loss: 626.6463 - logcount_predictions_loss: 0.2310 388/2422 [===>..........................] - ETA: 5:20 - loss: 630.5945 - logits_profile_predictions_loss: 626.6434 - logcount_predictions_loss: 0.2311 389/2422 [===>..........................] - ETA: 5:20 - loss: 630.5916 - logits_profile_predictions_loss: 626.6403 - logcount_predictions_loss: 0.2311 390/2422 [===>..........................] - ETA: 5:20 - loss: 630.5888 - logits_profile_predictions_loss: 626.6372 - logcount_predictions_loss: 0.2311 391/2422 [===>..........................] - ETA: 5:20 - loss: 630.5862 - logits_profile_predictions_loss: 626.6344 - logcount_predictions_loss: 0.2311 392/2422 [===>..........................] - ETA: 5:20 - loss: 630.5839 - 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[===>..........................] - ETA: 5:19 - loss: 630.5632 - logits_profile_predictions_loss: 626.6096 - logcount_predictions_loss: 0.2312 400/2422 [===>..........................] - ETA: 5:19 - loss: 630.5593 - logits_profile_predictions_loss: 626.6055 - logcount_predictions_loss: 0.2312 401/2422 [===>..........................] - ETA: 5:18 - loss: 630.5551 - logits_profile_predictions_loss: 626.6012 - logcount_predictions_loss: 0.2312 402/2422 [===>..........................] - ETA: 5:18 - loss: 630.5514 - logits_profile_predictions_loss: 626.5973 - logcount_predictions_loss: 0.2312 403/2422 [===>..........................] - ETA: 5:18 - loss: 630.5475 - logits_profile_predictions_loss: 626.5932 - logcount_predictions_loss: 0.2312 404/2422 [====>.........................] - ETA: 5:18 - loss: 630.5438 - logits_profile_predictions_loss: 626.5892 - logcount_predictions_loss: 0.2313 405/2422 [====>.........................] - ETA: 5:18 - loss: 630.5405 - 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[====>.........................] - ETA: 5:17 - loss: 630.5202 - logits_profile_predictions_loss: 626.5641 - logcount_predictions_loss: 0.2313 413/2422 [====>.........................] - ETA: 5:17 - loss: 630.5183 - logits_profile_predictions_loss: 626.5620 - logcount_predictions_loss: 0.2314 414/2422 [====>.........................] - ETA: 5:16 - loss: 630.5160 - logits_profile_predictions_loss: 626.5594 - logcount_predictions_loss: 0.2314 415/2422 [====>.........................] - ETA: 5:16 - loss: 630.5141 - logits_profile_predictions_loss: 626.5573 - logcount_predictions_loss: 0.2314 416/2422 [====>.........................] - ETA: 5:16 - loss: 630.5125 - logits_profile_predictions_loss: 626.5554 - logcount_predictions_loss: 0.2314 417/2422 [====>.........................] - ETA: 5:16 - loss: 630.5105 - logits_profile_predictions_loss: 626.5532 - logcount_predictions_loss: 0.2314 418/2422 [====>.........................] - ETA: 5:16 - loss: 630.5084 - 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[====>.........................] - ETA: 5:15 - loss: 630.4976 - logits_profile_predictions_loss: 626.5386 - logcount_predictions_loss: 0.2315 426/2422 [====>.........................] - ETA: 5:15 - loss: 630.4960 - logits_profile_predictions_loss: 626.5368 - logcount_predictions_loss: 0.2315 427/2422 [====>.........................] - ETA: 5:14 - loss: 630.4942 - logits_profile_predictions_loss: 626.5347 - logcount_predictions_loss: 0.2315 428/2422 [====>.........................] - ETA: 5:14 - loss: 630.4921 - logits_profile_predictions_loss: 626.5325 - logcount_predictions_loss: 0.2316 429/2422 [====>.........................] - ETA: 5:14 - loss: 630.4902 - logits_profile_predictions_loss: 626.5304 - logcount_predictions_loss: 0.2316 430/2422 [====>.........................] - ETA: 5:14 - loss: 630.4887 - logits_profile_predictions_loss: 626.5287 - logcount_predictions_loss: 0.2316 431/2422 [====>.........................] - ETA: 5:14 - loss: 630.4869 - logits_profile_predictions_loss: 626.5267 - logcount_predictions_loss: 0.2316 432/2422 [====>.........................] - ETA: 5:14 - loss: 630.4851 - logits_profile_predictions_loss: 626.5246 - logcount_predictions_loss: 0.2316 433/2422 [====>.........................] - ETA: 5:13 - loss: 630.4834 - logits_profile_predictions_loss: 626.5227 - logcount_predictions_loss: 0.2316 434/2422 [====>.........................] - ETA: 5:13 - loss: 630.4814 - logits_profile_predictions_loss: 626.5205 - logcount_predictions_loss: 0.2316 435/2422 [====>.........................] - ETA: 5:13 - loss: 630.4792 - logits_profile_predictions_loss: 626.5180 - logcount_predictions_loss: 0.2316 436/2422 [====>.........................] - ETA: 5:13 - loss: 630.4769 - logits_profile_predictions_loss: 626.5156 - logcount_predictions_loss: 0.2317 437/2422 [====>.........................] - ETA: 5:13 - loss: 630.4742 - logits_profile_predictions_loss: 626.5126 - logcount_predictions_loss: 0.2317 438/2422 [====>.........................] - ETA: 5:13 - loss: 630.4716 - logits_profile_predictions_loss: 626.5098 - logcount_predictions_loss: 0.2317 439/2422 [====>.........................] - ETA: 5:12 - loss: 630.4691 - logits_profile_predictions_loss: 626.5071 - logcount_predictions_loss: 0.2317 440/2422 [====>.........................] - ETA: 5:12 - loss: 630.4671 - logits_profile_predictions_loss: 626.5049 - logcount_predictions_loss: 0.2317 441/2422 [====>.........................] - ETA: 5:12 - loss: 630.4648 - logits_profile_predictions_loss: 626.5024 - logcount_predictions_loss: 0.2317 442/2422 [====>.........................] - ETA: 5:12 - loss: 630.4625 - logits_profile_predictions_loss: 626.4999 - logcount_predictions_loss: 0.2317 443/2422 [====>.........................] - ETA: 5:12 - loss: 630.4602 - logits_profile_predictions_loss: 626.4973 - logcount_predictions_loss: 0.2317 444/2422 [====>.........................] - ETA: 5:12 - loss: 630.4575 - logits_profile_predictions_loss: 626.4944 - logcount_predictions_loss: 0.2318 445/2422 [====>.........................] - ETA: 5:12 - loss: 630.4546 - logits_profile_predictions_loss: 626.4913 - logcount_predictions_loss: 0.2318 446/2422 [====>.........................] - ETA: 5:11 - loss: 630.4513 - logits_profile_predictions_loss: 626.4878 - logcount_predictions_loss: 0.2318 447/2422 [====>.........................] - ETA: 5:11 - loss: 630.4480 - logits_profile_predictions_loss: 626.4843 - logcount_predictions_loss: 0.2318 448/2422 [====>.........................] - ETA: 5:11 - loss: 630.4448 - logits_profile_predictions_loss: 626.4809 - logcount_predictions_loss: 0.2318 449/2422 [====>.........................] - ETA: 5:11 - loss: 630.4421 - logits_profile_predictions_loss: 626.4780 - logcount_predictions_loss: 0.2318 450/2422 [====>.........................] - ETA: 5:11 - loss: 630.4395 - logits_profile_predictions_loss: 626.4753 - logcount_predictions_loss: 0.2318 451/2422 [====>.........................] - ETA: 5:11 - loss: 630.4367 - logits_profile_predictions_loss: 626.4723 - logcount_predictions_loss: 0.2318 452/2422 [====>.........................] - ETA: 5:10 - loss: 630.4337 - logits_profile_predictions_loss: 626.4691 - logcount_predictions_loss: 0.2318 453/2422 [====>.........................] - ETA: 5:10 - loss: 630.4307 - logits_profile_predictions_loss: 626.4659 - logcount_predictions_loss: 0.2319 454/2422 [====>.........................] - ETA: 5:10 - loss: 630.4277 - logits_profile_predictions_loss: 626.4627 - logcount_predictions_loss: 0.2319 455/2422 [====>.........................] - ETA: 5:10 - loss: 630.4246 - logits_profile_predictions_loss: 626.4594 - logcount_predictions_loss: 0.2319 456/2422 [====>.........................] - ETA: 5:10 - loss: 630.4213 - logits_profile_predictions_loss: 626.4559 - logcount_predictions_loss: 0.2319 457/2422 [====>.........................] - ETA: 5:10 - loss: 630.4183 - logits_profile_predictions_loss: 626.4526 - logcount_predictions_loss: 0.2319 458/2422 [====>.........................] - ETA: 5:10 - loss: 630.4155 - logits_profile_predictions_loss: 626.4497 - logcount_predictions_loss: 0.2319 459/2422 [====>.........................] - ETA: 5:09 - loss: 630.4128 - logits_profile_predictions_loss: 626.4468 - logcount_predictions_loss: 0.2319 460/2422 [====>.........................] - ETA: 5:09 - loss: 630.4098 - logits_profile_predictions_loss: 626.4435 - logcount_predictions_loss: 0.2319 461/2422 [====>.........................] - ETA: 5:09 - loss: 630.4068 - logits_profile_predictions_loss: 626.4404 - logcount_predictions_loss: 0.2320 462/2422 [====>.........................] - ETA: 5:09 - loss: 630.4044 - logits_profile_predictions_loss: 626.4378 - logcount_predictions_loss: 0.2320 463/2422 [====>.........................] - ETA: 5:09 - loss: 630.4016 - logits_profile_predictions_loss: 626.4349 - logcount_predictions_loss: 0.2320 464/2422 [====>.........................] - ETA: 5:09 - loss: 630.3987 - logits_profile_predictions_loss: 626.4318 - logcount_predictions_loss: 0.2320 465/2422 [====>.........................] - ETA: 5:08 - loss: 630.3960 - logits_profile_predictions_loss: 626.4288 - logcount_predictions_loss: 0.2320 466/2422 [====>.........................] - ETA: 5:08 - loss: 630.3933 - logits_profile_predictions_loss: 626.4259 - logcount_predictions_loss: 0.2320 467/2422 [====>.........................] - ETA: 5:08 - loss: 630.3908 - logits_profile_predictions_loss: 626.4233 - logcount_predictions_loss: 0.2320 468/2422 [====>.........................] - ETA: 5:08 - loss: 630.3881 - logits_profile_predictions_loss: 626.4203 - logcount_predictions_loss: 0.2320 469/2422 [====>.........................] - ETA: 5:08 - loss: 630.3858 - logits_profile_predictions_loss: 626.4179 - logcount_predictions_loss: 0.2320 470/2422 [====>.........................] - ETA: 5:08 - loss: 630.3837 - 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[====>.........................] - ETA: 5:07 - loss: 630.3675 - logits_profile_predictions_loss: 626.3981 - logcount_predictions_loss: 0.2321 478/2422 [====>.........................] - ETA: 5:06 - loss: 630.3652 - logits_profile_predictions_loss: 626.3956 - logcount_predictions_loss: 0.2321 479/2422 [====>.........................] - ETA: 5:06 - loss: 630.3627 - logits_profile_predictions_loss: 626.3929 - logcount_predictions_loss: 0.2321 480/2422 [====>.........................] - ETA: 5:06 - loss: 630.3602 - logits_profile_predictions_loss: 626.3902 - logcount_predictions_loss: 0.2322 481/2422 [====>.........................] - ETA: 5:06 - loss: 630.3576 - logits_profile_predictions_loss: 626.3875 - logcount_predictions_loss: 0.2322 482/2422 [====>.........................] - ETA: 5:06 - loss: 630.3551 - logits_profile_predictions_loss: 626.3847 - logcount_predictions_loss: 0.2322 483/2422 [====>.........................] - ETA: 5:06 - loss: 630.3524 - logits_profile_predictions_loss: 626.3819 - logcount_predictions_loss: 0.2322 484/2422 [====>.........................] - ETA: 5:06 - loss: 630.3497 - logits_profile_predictions_loss: 626.3790 - logcount_predictions_loss: 0.2322 485/2422 [=====>........................] - ETA: 5:05 - loss: 630.3470 - logits_profile_predictions_loss: 626.3761 - logcount_predictions_loss: 0.2322 486/2422 [=====>........................] - ETA: 5:05 - loss: 630.3441 - logits_profile_predictions_loss: 626.3731 - logcount_predictions_loss: 0.2322 487/2422 [=====>........................] - ETA: 5:05 - loss: 630.3412 - logits_profile_predictions_loss: 626.3700 - logcount_predictions_loss: 0.2322 488/2422 [=====>........................] - ETA: 5:05 - loss: 630.3382 - logits_profile_predictions_loss: 626.3667 - logcount_predictions_loss: 0.2322 489/2422 [=====>........................] - ETA: 5:05 - loss: 630.3350 - logits_profile_predictions_loss: 626.3633 - logcount_predictions_loss: 0.2323 490/2422 [=====>........................] - ETA: 5:05 - loss: 630.3320 - logits_profile_predictions_loss: 626.3602 - logcount_predictions_loss: 0.2323 491/2422 [=====>........................] - ETA: 5:04 - loss: 630.3290 - logits_profile_predictions_loss: 626.3570 - logcount_predictions_loss: 0.2323 492/2422 [=====>........................] - ETA: 5:04 - loss: 630.3261 - logits_profile_predictions_loss: 626.3539 - logcount_predictions_loss: 0.2323 493/2422 [=====>........................] - ETA: 5:04 - loss: 630.3232 - logits_profile_predictions_loss: 626.3508 - logcount_predictions_loss: 0.2323 494/2422 [=====>........................] - ETA: 5:04 - loss: 630.3201 - logits_profile_predictions_loss: 626.3475 - logcount_predictions_loss: 0.2323 495/2422 [=====>........................] - ETA: 5:04 - loss: 630.3169 - logits_profile_predictions_loss: 626.3441 - logcount_predictions_loss: 0.2323 496/2422 [=====>........................] - ETA: 5:04 - loss: 630.3136 - logits_profile_predictions_loss: 626.3406 - logcount_predictions_loss: 0.2323 497/2422 [=====>........................] - ETA: 5:04 - loss: 630.3102 - logits_profile_predictions_loss: 626.3370 - logcount_predictions_loss: 0.2323 498/2422 [=====>........................] - ETA: 5:03 - loss: 630.3071 - logits_profile_predictions_loss: 626.3337 - logcount_predictions_loss: 0.2324 499/2422 [=====>........................] - ETA: 5:03 - loss: 630.3037 - logits_profile_predictions_loss: 626.3301 - logcount_predictions_loss: 0.2324 500/2422 [=====>........................] - ETA: 5:03 - loss: 630.3007 - logits_profile_predictions_loss: 626.3269 - logcount_predictions_loss: 0.2324 501/2422 [=====>........................] - ETA: 5:03 - loss: 630.2979 - logits_profile_predictions_loss: 626.3239 - logcount_predictions_loss: 0.2324 502/2422 [=====>........................] - ETA: 5:03 - loss: 630.2949 - logits_profile_predictions_loss: 626.3208 - logcount_predictions_loss: 0.2324 503/2422 [=====>........................] - ETA: 5:03 - loss: 630.2921 - logits_profile_predictions_loss: 626.3178 - logcount_predictions_loss: 0.2324 504/2422 [=====>........................] - ETA: 5:02 - loss: 630.2890 - logits_profile_predictions_loss: 626.3145 - logcount_predictions_loss: 0.2324 505/2422 [=====>........................] - ETA: 5:02 - loss: 630.2857 - logits_profile_predictions_loss: 626.3111 - logcount_predictions_loss: 0.2324 506/2422 [=====>........................] - ETA: 5:02 - loss: 630.2820 - logits_profile_predictions_loss: 626.3073 - logcount_predictions_loss: 0.2324 507/2422 [=====>........................] - ETA: 5:02 - loss: 630.2786 - logits_profile_predictions_loss: 626.3037 - logcount_predictions_loss: 0.2324 508/2422 [=====>........................] - ETA: 5:02 - loss: 630.2754 - logits_profile_predictions_loss: 626.3004 - logcount_predictions_loss: 0.2325 509/2422 [=====>........................] - ETA: 5:02 - loss: 630.2722 - 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[=====>........................] - ETA: 5:01 - loss: 630.2483 - logits_profile_predictions_loss: 626.2719 - logcount_predictions_loss: 0.2325 517/2422 [=====>........................] - ETA: 5:00 - loss: 630.2447 - logits_profile_predictions_loss: 626.2681 - logcount_predictions_loss: 0.2325 518/2422 [=====>........................] - ETA: 5:00 - loss: 630.2406 - logits_profile_predictions_loss: 626.2638 - logcount_predictions_loss: 0.2326 519/2422 [=====>........................] - ETA: 5:00 - loss: 630.2363 - logits_profile_predictions_loss: 626.2593 - logcount_predictions_loss: 0.2326 520/2422 [=====>........................] - ETA: 5:00 - loss: 630.2317 - logits_profile_predictions_loss: 626.2546 - logcount_predictions_loss: 0.2326 521/2422 [=====>........................] - ETA: 5:00 - loss: 630.2273 - logits_profile_predictions_loss: 626.2500 - logcount_predictions_loss: 0.2326 522/2422 [=====>........................] - ETA: 5:00 - loss: 630.2232 - 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[=====>........................] - ETA: 4:58 - loss: 630.1957 - logits_profile_predictions_loss: 626.2169 - logcount_predictions_loss: 0.2327 530/2422 [=====>........................] - ETA: 4:58 - loss: 630.1917 - logits_profile_predictions_loss: 626.2126 - logcount_predictions_loss: 0.2327 531/2422 [=====>........................] - ETA: 4:58 - loss: 630.1875 - logits_profile_predictions_loss: 626.2083 - logcount_predictions_loss: 0.2327 532/2422 [=====>........................] - ETA: 4:58 - loss: 630.1836 - logits_profile_predictions_loss: 626.2042 - logcount_predictions_loss: 0.2327 533/2422 [=====>........................] - ETA: 4:58 - loss: 630.1799 - logits_profile_predictions_loss: 626.2002 - logcount_predictions_loss: 0.2327 534/2422 [=====>........................] - ETA: 4:58 - loss: 630.1762 - logits_profile_predictions_loss: 626.1963 - logcount_predictions_loss: 0.2327 535/2422 [=====>........................] - ETA: 4:58 - loss: 630.1727 - 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[=====>........................] - ETA: 4:56 - loss: 630.1499 - logits_profile_predictions_loss: 626.1683 - logcount_predictions_loss: 0.2328 543/2422 [=====>........................] - ETA: 4:56 - loss: 630.1471 - logits_profile_predictions_loss: 626.1654 - logcount_predictions_loss: 0.2329 544/2422 [=====>........................] - ETA: 4:56 - loss: 630.1442 - logits_profile_predictions_loss: 626.1622 - logcount_predictions_loss: 0.2329 545/2422 [=====>........................] - ETA: 4:56 - loss: 630.1414 - logits_profile_predictions_loss: 626.1593 - logcount_predictions_loss: 0.2329 546/2422 [=====>........................] - ETA: 4:56 - loss: 630.1388 - logits_profile_predictions_loss: 626.1565 - logcount_predictions_loss: 0.2329 547/2422 [=====>........................] - ETA: 4:56 - loss: 630.1362 - logits_profile_predictions_loss: 626.1537 - logcount_predictions_loss: 0.2329 548/2422 [=====>........................] - ETA: 4:55 - loss: 630.1334 - 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[=====>........................] - ETA: 4:54 - loss: 630.1147 - logits_profile_predictions_loss: 626.1306 - logcount_predictions_loss: 0.2330 556/2422 [=====>........................] - ETA: 4:54 - loss: 630.1114 - logits_profile_predictions_loss: 626.1271 - logcount_predictions_loss: 0.2330 557/2422 [=====>........................] - ETA: 4:54 - loss: 630.1080 - logits_profile_predictions_loss: 626.1236 - logcount_predictions_loss: 0.2330 558/2422 [=====>........................] - ETA: 4:54 - loss: 630.1046 - logits_profile_predictions_loss: 626.1199 - logcount_predictions_loss: 0.2330 559/2422 [=====>........................] - ETA: 4:54 - loss: 630.1017 - logits_profile_predictions_loss: 626.1168 - logcount_predictions_loss: 0.2330 560/2422 [=====>........................] - ETA: 4:54 - loss: 630.0990 - logits_profile_predictions_loss: 626.1140 - logcount_predictions_loss: 0.2330 561/2422 [=====>........................] - ETA: 4:53 - loss: 630.0962 - 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[======>.......................] - ETA: 4:52 - loss: 630.0761 - logits_profile_predictions_loss: 626.0896 - logcount_predictions_loss: 0.2331 569/2422 [======>.......................] - ETA: 4:52 - loss: 630.0731 - logits_profile_predictions_loss: 626.0865 - logcount_predictions_loss: 0.2331 570/2422 [======>.......................] - ETA: 4:52 - loss: 630.0701 - logits_profile_predictions_loss: 626.0833 - logcount_predictions_loss: 0.2331 571/2422 [======>.......................] - ETA: 4:52 - loss: 630.0670 - logits_profile_predictions_loss: 626.0801 - logcount_predictions_loss: 0.2332 572/2422 [======>.......................] - ETA: 4:52 - loss: 630.0640 - logits_profile_predictions_loss: 626.0769 - logcount_predictions_loss: 0.2332 573/2422 [======>.......................] - ETA: 4:52 - loss: 630.0609 - logits_profile_predictions_loss: 626.0736 - logcount_predictions_loss: 0.2332 574/2422 [======>.......................] - ETA: 4:51 - loss: 630.0579 - 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[..............................] - ETA: 6:15 - loss: 617.7075 - logits_profile_predictions_loss: 613.3870 - logcount_predictions_loss: 0.2527 37/2422 [..............................] - ETA: 6:15 - loss: 617.6300 - logits_profile_predictions_loss: 613.3126 - logcount_predictions_loss: 0.2525 38/2422 [..............................] - ETA: 6:15 - loss: 617.5690 - logits_profile_predictions_loss: 613.2538 - logcount_predictions_loss: 0.2524 39/2422 [..............................] - ETA: 6:15 - loss: 617.5890 - logits_profile_predictions_loss: 613.2758 - logcount_predictions_loss: 0.2522 40/2422 [..............................] - ETA: 6:15 - loss: 617.5911 - logits_profile_predictions_loss: 613.2808 - logcount_predictions_loss: 0.2521 41/2422 [..............................] - ETA: 6:15 - loss: 617.5739 - logits_profile_predictions_loss: 613.2660 - logcount_predictions_loss: 0.2519 42/2422 [..............................] - ETA: 6:15 - loss: 617.5159 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 5:12 - loss: 622.6393 - logits_profile_predictions_loss: 618.5508 - logcount_predictions_loss: 0.2391 441/2422 [====>.........................] - ETA: 5:12 - loss: 622.6509 - logits_profile_predictions_loss: 618.5624 - logcount_predictions_loss: 0.2391 442/2422 [====>.........................] - ETA: 5:12 - loss: 622.6623 - logits_profile_predictions_loss: 618.5738 - logcount_predictions_loss: 0.2391 443/2422 [====>.........................] - ETA: 5:11 - loss: 622.6744 - logits_profile_predictions_loss: 618.5859 - logcount_predictions_loss: 0.2391 444/2422 [====>.........................] - ETA: 5:11 - loss: 622.6868 - logits_profile_predictions_loss: 618.5983 - logcount_predictions_loss: 0.2391 445/2422 [====>.........................] - ETA: 5:11 - loss: 622.6991 - logits_profile_predictions_loss: 618.6107 - logcount_predictions_loss: 0.2391 446/2422 [====>.........................] - ETA: 5:11 - loss: 622.7117 - 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[====>.........................] - ETA: 5:08 - loss: 622.9640 - logits_profile_predictions_loss: 618.8758 - logcount_predictions_loss: 0.2391 467/2422 [====>.........................] - ETA: 5:08 - loss: 622.9757 - logits_profile_predictions_loss: 618.8876 - logcount_predictions_loss: 0.2391 468/2422 [====>.........................] - ETA: 5:07 - loss: 622.9875 - logits_profile_predictions_loss: 618.8994 - logcount_predictions_loss: 0.2391 469/2422 [====>.........................] - ETA: 5:07 - loss: 622.9990 - logits_profile_predictions_loss: 618.9109 - logcount_predictions_loss: 0.2391 470/2422 [====>.........................] - ETA: 5:07 - loss: 623.0102 - logits_profile_predictions_loss: 618.9221 - logcount_predictions_loss: 0.2391 471/2422 [====>.........................] - ETA: 5:07 - loss: 623.0209 - logits_profile_predictions_loss: 618.9328 - logcount_predictions_loss: 0.2391 472/2422 [====>.........................] - ETA: 5:07 - loss: 623.0318 - 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[====>.........................] - ETA: 5:06 - loss: 623.1053 - logits_profile_predictions_loss: 619.0171 - logcount_predictions_loss: 0.2391 480/2422 [====>.........................] - ETA: 5:06 - loss: 623.1154 - logits_profile_predictions_loss: 619.0272 - logcount_predictions_loss: 0.2391 481/2422 [====>.........................] - ETA: 5:05 - loss: 623.1257 - logits_profile_predictions_loss: 619.0374 - logcount_predictions_loss: 0.2391 482/2422 [====>.........................] - ETA: 5:05 - loss: 623.1359 - logits_profile_predictions_loss: 619.0477 - logcount_predictions_loss: 0.2391 483/2422 [====>.........................] - ETA: 5:05 - loss: 623.1460 - logits_profile_predictions_loss: 619.0577 - logcount_predictions_loss: 0.2391 484/2422 [====>.........................] - ETA: 5:05 - loss: 623.1562 - logits_profile_predictions_loss: 619.0680 - logcount_predictions_loss: 0.2391 485/2422 [=====>........................] - ETA: 5:05 - loss: 623.1664 - 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2417/2422 [============================>.] - ETA: 0s - loss: 627.0170 - logits_profile_predictions_loss: 622.9270 - logcount_predictions_loss: 0.2392 2418/2422 [============================>.] - ETA: 0s - loss: 627.0172 - logits_profile_predictions_loss: 622.9271 - logcount_predictions_loss: 0.2392 2419/2422 [============================>.] - ETA: 0s - loss: 627.0174 - logits_profile_predictions_loss: 622.9273 - logcount_predictions_loss: 0.2392 2420/2422 [============================>.] - ETA: 0s - loss: 627.0175 - logits_profile_predictions_loss: 622.9275 - logcount_predictions_loss: 0.2392 2421/2422 [============================>.] - ETA: 0s - loss: 627.0177 - logits_profile_predictions_loss: 622.9277 - logcount_predictions_loss: 0.2392 2422/2422 [==============================] - ETA: 0s - loss: 627.0179 - logits_profile_predictions_loss: 622.9278 - logcount_predictions_loss: 0.2392 2422/2422 [==============================] - 402s 166ms/step - loss: 627.0181 - logits_profile_predictions_loss: 622.9280 - logcount_predictions_loss: 0.2392 - val_loss: 646.5297 - val_logits_profile_predictions_loss: 642.9875 - val_logcount_predictions_loss: 0.2071 + +Epoch 00008: val_loss did not improve from 643.17957 +Epoch 9/50 + 1/2422 [..............................] - ETA: 9:28 - loss: 615.2492 - logits_profile_predictions_loss: 612.7151 - logcount_predictions_loss: 0.1482 2/2422 [..............................] - ETA: 6:33 - loss: 632.5298 - logits_profile_predictions_loss: 628.9306 - logcount_predictions_loss: 0.2105 3/2422 [..............................] - ETA: 6:27 - loss: 634.5521 - logits_profile_predictions_loss: 630.5987 - logcount_predictions_loss: 0.2312 4/2422 [..............................] - ETA: 6:25 - loss: 638.9628 - logits_profile_predictions_loss: 634.8795 - logcount_predictions_loss: 0.2388 5/2422 [..............................] - ETA: 6:23 - loss: 638.1333 - logits_profile_predictions_loss: 633.9738 - logcount_predictions_loss: 0.2433 6/2422 [..............................] - ETA: 6:22 - loss: 635.9410 - logits_profile_predictions_loss: 631.7686 - logcount_predictions_loss: 0.2440 7/2422 [..............................] - ETA: 6:22 - loss: 633.1402 - logits_profile_predictions_loss: 628.9446 - logcount_predictions_loss: 0.2454 8/2422 [..............................] - ETA: 6:21 - loss: 631.5305 - logits_profile_predictions_loss: 627.2500 - logcount_predictions_loss: 0.2503 9/2422 [..............................] - ETA: 6:21 - loss: 629.9700 - logits_profile_predictions_loss: 625.6515 - logcount_predictions_loss: 0.2525 10/2422 [..............................] - ETA: 6:20 - loss: 629.1779 - logits_profile_predictions_loss: 624.8501 - logcount_predictions_loss: 0.2531 11/2422 [..............................] - ETA: 6:20 - loss: 628.1968 - logits_profile_predictions_loss: 623.8717 - logcount_predictions_loss: 0.2529 12/2422 [..............................] - ETA: 6:20 - loss: 626.9004 - 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[..............................] - ETA: 6:19 - loss: 621.2851 - logits_profile_predictions_loss: 617.1497 - logcount_predictions_loss: 0.2418 20/2422 [..............................] - ETA: 6:19 - loss: 620.8029 - logits_profile_predictions_loss: 616.6792 - logcount_predictions_loss: 0.2411 21/2422 [..............................] - ETA: 6:19 - loss: 620.3054 - logits_profile_predictions_loss: 616.1945 - logcount_predictions_loss: 0.2404 22/2422 [..............................] - ETA: 6:18 - loss: 619.9174 - logits_profile_predictions_loss: 615.8181 - logcount_predictions_loss: 0.2397 23/2422 [..............................] - ETA: 6:18 - loss: 619.5877 - logits_profile_predictions_loss: 615.4984 - logcount_predictions_loss: 0.2391 24/2422 [..............................] - ETA: 6:18 - loss: 619.3991 - logits_profile_predictions_loss: 615.3185 - logcount_predictions_loss: 0.2386 25/2422 [..............................] - ETA: 6:18 - loss: 619.2337 - logits_profile_predictions_loss: 615.1612 - logcount_predictions_loss: 0.2382 26/2422 [..............................] - ETA: 6:18 - loss: 618.9974 - logits_profile_predictions_loss: 614.9344 - logcount_predictions_loss: 0.2376 27/2422 [..............................] - ETA: 6:17 - loss: 618.8186 - logits_profile_predictions_loss: 614.7655 - logcount_predictions_loss: 0.2370 28/2422 [..............................] - ETA: 6:17 - loss: 618.6610 - logits_profile_predictions_loss: 614.6178 - logcount_predictions_loss: 0.2364 29/2422 [..............................] - ETA: 6:17 - loss: 618.5585 - logits_profile_predictions_loss: 614.5260 - logcount_predictions_loss: 0.2358 30/2422 [..............................] - ETA: 6:17 - loss: 618.4608 - logits_profile_predictions_loss: 614.4373 - logcount_predictions_loss: 0.2353 31/2422 [..............................] - ETA: 6:17 - loss: 618.3356 - logits_profile_predictions_loss: 614.3144 - logcount_predictions_loss: 0.2352 32/2422 [..............................] - ETA: 6:17 - 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logits_profile_predictions_loss: 615.0046 - logcount_predictions_loss: 0.2374 46/2422 [..............................] - ETA: 6:15 - loss: 619.1297 - logits_profile_predictions_loss: 615.0716 - logcount_predictions_loss: 0.2373 47/2422 [..............................] - ETA: 6:14 - loss: 619.1813 - logits_profile_predictions_loss: 615.1247 - logcount_predictions_loss: 0.2372 48/2422 [..............................] - ETA: 6:14 - loss: 619.2144 - logits_profile_predictions_loss: 615.1599 - logcount_predictions_loss: 0.2371 49/2422 [..............................] - ETA: 6:14 - loss: 619.2631 - logits_profile_predictions_loss: 615.2114 - logcount_predictions_loss: 0.2369 50/2422 [..............................] - ETA: 6:14 - loss: 619.2849 - logits_profile_predictions_loss: 615.2366 - logcount_predictions_loss: 0.2367 51/2422 [..............................] - ETA: 6:14 - loss: 619.3174 - logits_profile_predictions_loss: 615.2727 - logcount_predictions_loss: 0.2365 52/2422 [..............................] - ETA: 6:14 - loss: 619.3760 - logits_profile_predictions_loss: 615.3351 - logcount_predictions_loss: 0.2363 53/2422 [..............................] - ETA: 6:13 - loss: 619.4224 - logits_profile_predictions_loss: 615.3843 - logcount_predictions_loss: 0.2362 54/2422 [..............................] - ETA: 6:13 - loss: 619.4649 - logits_profile_predictions_loss: 615.4295 - logcount_predictions_loss: 0.2360 55/2422 [..............................] - ETA: 6:13 - loss: 619.5012 - logits_profile_predictions_loss: 615.4686 - logcount_predictions_loss: 0.2358 56/2422 [..............................] - ETA: 6:13 - loss: 619.5060 - logits_profile_predictions_loss: 615.4764 - logcount_predictions_loss: 0.2357 57/2422 [..............................] - ETA: 6:13 - loss: 619.5090 - logits_profile_predictions_loss: 615.4809 - logcount_predictions_loss: 0.2356 58/2422 [..............................] - ETA: 6:13 - loss: 619.4996 - logits_profile_predictions_loss: 615.4734 - logcount_predictions_loss: 0.2355 59/2422 [..............................] - ETA: 6:13 - loss: 619.4671 - logits_profile_predictions_loss: 615.4423 - logcount_predictions_loss: 0.2354 60/2422 [..............................] - ETA: 6:12 - loss: 619.4262 - logits_profile_predictions_loss: 615.4029 - logcount_predictions_loss: 0.2353 61/2422 [..............................] - ETA: 6:12 - loss: 619.3768 - logits_profile_predictions_loss: 615.3557 - logcount_predictions_loss: 0.2352 62/2422 [..............................] - ETA: 6:12 - loss: 619.3205 - logits_profile_predictions_loss: 615.3018 - logcount_predictions_loss: 0.2350 63/2422 [..............................] - ETA: 6:12 - loss: 619.2656 - logits_profile_predictions_loss: 615.2491 - logcount_predictions_loss: 0.2349 64/2422 [..............................] - ETA: 6:12 - loss: 619.2213 - logits_profile_predictions_loss: 615.2073 - logcount_predictions_loss: 0.2347 65/2422 [..............................] - ETA: 6:11 - loss: 619.1721 - logits_profile_predictions_loss: 615.1602 - logcount_predictions_loss: 0.2346 66/2422 [..............................] - ETA: 6:11 - loss: 619.1325 - logits_profile_predictions_loss: 615.1224 - logcount_predictions_loss: 0.2345 67/2422 [..............................] - ETA: 6:11 - loss: 619.0866 - logits_profile_predictions_loss: 615.0787 - logcount_predictions_loss: 0.2344 68/2422 [..............................] - ETA: 6:11 - loss: 619.0167 - logits_profile_predictions_loss: 615.0109 - logcount_predictions_loss: 0.2343 69/2422 [..............................] - ETA: 6:11 - loss: 618.9436 - logits_profile_predictions_loss: 614.9399 - logcount_predictions_loss: 0.2341 70/2422 [..............................] - ETA: 6:11 - loss: 618.8854 - logits_profile_predictions_loss: 614.8839 - logcount_predictions_loss: 0.2340 71/2422 [..............................] - ETA: 6:11 - loss: 618.8380 - logits_profile_predictions_loss: 614.8381 - logcount_predictions_loss: 0.2339 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logits_profile_predictions_loss: 614.6571 - logcount_predictions_loss: 0.2331 79/2422 [..............................] - ETA: 6:09 - loss: 618.6184 - logits_profile_predictions_loss: 614.6344 - logcount_predictions_loss: 0.2330 80/2422 [..............................] - ETA: 6:09 - loss: 618.5987 - logits_profile_predictions_loss: 614.6169 - logcount_predictions_loss: 0.2329 81/2422 [>.............................] - ETA: 6:09 - loss: 618.5777 - logits_profile_predictions_loss: 614.5983 - logcount_predictions_loss: 0.2327 82/2422 [>.............................] - ETA: 6:09 - loss: 618.5486 - logits_profile_predictions_loss: 614.5714 - logcount_predictions_loss: 0.2326 83/2422 [>.............................] - ETA: 6:09 - loss: 618.5264 - logits_profile_predictions_loss: 614.5513 - logcount_predictions_loss: 0.2325 84/2422 [>.............................] - ETA: 6:09 - loss: 618.5116 - logits_profile_predictions_loss: 614.5381 - logcount_predictions_loss: 0.2324 85/2422 [>.............................] - ETA: 6:08 - loss: 618.5060 - logits_profile_predictions_loss: 614.5342 - logcount_predictions_loss: 0.2323 86/2422 [>.............................] - ETA: 6:08 - loss: 618.5123 - logits_profile_predictions_loss: 614.5421 - logcount_predictions_loss: 0.2322 87/2422 [>.............................] - ETA: 6:08 - loss: 618.5338 - logits_profile_predictions_loss: 614.5652 - logcount_predictions_loss: 0.2321 88/2422 [>.............................] - ETA: 6:08 - loss: 618.5492 - logits_profile_predictions_loss: 614.5823 - logcount_predictions_loss: 0.2320 89/2422 [>.............................] - ETA: 6:08 - loss: 618.5708 - logits_profile_predictions_loss: 614.6055 - logcount_predictions_loss: 0.2319 90/2422 [>.............................] - ETA: 6:08 - loss: 618.5945 - logits_profile_predictions_loss: 614.6310 - logcount_predictions_loss: 0.2318 91/2422 [>.............................] - ETA: 6:08 - loss: 618.6239 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 606.3276 - logcount_predictions_loss: 0.2469 3/2422 [..............................] - ETA: 6:27 - loss: 610.0744 - logits_profile_predictions_loss: 605.9291 - logcount_predictions_loss: 0.2424 4/2422 [..............................] - ETA: 6:25 - loss: 616.3075 - logits_profile_predictions_loss: 612.2405 - logcount_predictions_loss: 0.2378 5/2422 [..............................] - ETA: 6:24 - loss: 620.8030 - logits_profile_predictions_loss: 616.7356 - logcount_predictions_loss: 0.2379 6/2422 [..............................] - ETA: 6:23 - loss: 623.1024 - logits_profile_predictions_loss: 619.0163 - logcount_predictions_loss: 0.2390 7/2422 [..............................] - ETA: 6:22 - loss: 623.3092 - logits_profile_predictions_loss: 619.2106 - logcount_predictions_loss: 0.2397 8/2422 [..............................] - ETA: 6:22 - loss: 624.4455 - logits_profile_predictions_loss: 620.3367 - logcount_predictions_loss: 0.2403 9/2422 [..............................] - ETA: 6:21 - loss: 624.6052 - logits_profile_predictions_loss: 620.5020 - logcount_predictions_loss: 0.2400 10/2422 [..............................] - ETA: 6:21 - loss: 624.4599 - logits_profile_predictions_loss: 620.3517 - logcount_predictions_loss: 0.2402 11/2422 [..............................] - ETA: 6:21 - loss: 624.1045 - logits_profile_predictions_loss: 619.9985 - logcount_predictions_loss: 0.2401 12/2422 [..............................] - ETA: 6:20 - loss: 624.0041 - logits_profile_predictions_loss: 619.9111 - logcount_predictions_loss: 0.2394 13/2422 [..............................] - ETA: 6:20 - loss: 623.8255 - logits_profile_predictions_loss: 619.7452 - logcount_predictions_loss: 0.2386 14/2422 [..............................] - ETA: 6:20 - loss: 623.3025 - logits_profile_predictions_loss: 619.2270 - logcount_predictions_loss: 0.2383 15/2422 [..............................] - ETA: 6:21 - loss: 622.7017 - logits_profile_predictions_loss: 618.6385 - logcount_predictions_loss: 0.2376 16/2422 [..............................] - ETA: 6:21 - loss: 622.5160 - logits_profile_predictions_loss: 618.4598 - logcount_predictions_loss: 0.2372 17/2422 [..............................] - ETA: 6:20 - loss: 622.5132 - logits_profile_predictions_loss: 618.4634 - logcount_predictions_loss: 0.2368 18/2422 [..............................] - ETA: 6:20 - loss: 622.5343 - logits_profile_predictions_loss: 618.4913 - logcount_predictions_loss: 0.2364 19/2422 [..............................] - ETA: 6:20 - loss: 622.5057 - logits_profile_predictions_loss: 618.4693 - logcount_predictions_loss: 0.2360 20/2422 [..............................] - ETA: 6:20 - loss: 622.4948 - logits_profile_predictions_loss: 618.4655 - logcount_predictions_loss: 0.2356 21/2422 [..............................] - ETA: 6:19 - loss: 622.4898 - logits_profile_predictions_loss: 618.4648 - logcount_predictions_loss: 0.2354 22/2422 [..............................] - ETA: 6:19 - loss: 622.5293 - logits_profile_predictions_loss: 618.5018 - logcount_predictions_loss: 0.2355 23/2422 [..............................] - ETA: 6:19 - loss: 622.6649 - logits_profile_predictions_loss: 618.6358 - logcount_predictions_loss: 0.2356 24/2422 [..............................] - ETA: 6:19 - loss: 622.7971 - logits_profile_predictions_loss: 618.7672 - logcount_predictions_loss: 0.2357 25/2422 [..............................] - ETA: 6:18 - loss: 622.7982 - logits_profile_predictions_loss: 618.7668 - logcount_predictions_loss: 0.2358 26/2422 [..............................] - ETA: 6:18 - loss: 622.7755 - logits_profile_predictions_loss: 618.7458 - logcount_predictions_loss: 0.2357 27/2422 [..............................] - ETA: 6:18 - loss: 622.6822 - logits_profile_predictions_loss: 618.6535 - logcount_predictions_loss: 0.2356 28/2422 [..............................] - ETA: 6:18 - loss: 622.6641 - logits_profile_predictions_loss: 618.6381 - logcount_predictions_loss: 0.2354 29/2422 [..............................] - ETA: 6:18 - loss: 622.6188 - logits_profile_predictions_loss: 618.5946 - logcount_predictions_loss: 0.2353 30/2422 [..............................] - ETA: 6:18 - loss: 622.6084 - logits_profile_predictions_loss: 618.5871 - logcount_predictions_loss: 0.2352 31/2422 [..............................] - ETA: 6:17 - loss: 622.7040 - logits_profile_predictions_loss: 618.6839 - logcount_predictions_loss: 0.2351 32/2422 [..............................] - ETA: 6:17 - loss: 622.7734 - logits_profile_predictions_loss: 618.7555 - logcount_predictions_loss: 0.2350 33/2422 [..............................] - ETA: 6:17 - loss: 622.8713 - logits_profile_predictions_loss: 618.8557 - logcount_predictions_loss: 0.2348 34/2422 [..............................] - ETA: 6:17 - loss: 622.9267 - logits_profile_predictions_loss: 618.9139 - logcount_predictions_loss: 0.2347 35/2422 [..............................] - ETA: 6:17 - loss: 622.9365 - logits_profile_predictions_loss: 618.9266 - logcount_predictions_loss: 0.2345 36/2422 [..............................] - ETA: 6:17 - loss: 622.9560 - logits_profile_predictions_loss: 618.9496 - logcount_predictions_loss: 0.2343 37/2422 [..............................] - ETA: 6:16 - loss: 622.9596 - logits_profile_predictions_loss: 618.9562 - logcount_predictions_loss: 0.2341 38/2422 [..............................] - ETA: 6:16 - loss: 622.9816 - logits_profile_predictions_loss: 618.9808 - logcount_predictions_loss: 0.2340 39/2422 [..............................] - ETA: 6:16 - loss: 622.9835 - logits_profile_predictions_loss: 618.9864 - logcount_predictions_loss: 0.2337 40/2422 [..............................] - ETA: 6:16 - loss: 622.9835 - logits_profile_predictions_loss: 618.9901 - logcount_predictions_loss: 0.2335 41/2422 [..............................] - ETA: 6:16 - loss: 622.9544 - logits_profile_predictions_loss: 618.9652 - logcount_predictions_loss: 0.2333 42/2422 [..............................] - ETA: 6:16 - loss: 622.8611 - logits_profile_predictions_loss: 618.8762 - logcount_predictions_loss: 0.2330 43/2422 [..............................] - ETA: 6:15 - loss: 622.7913 - logits_profile_predictions_loss: 618.8108 - logcount_predictions_loss: 0.2328 44/2422 [..............................] - ETA: 6:15 - loss: 622.7322 - logits_profile_predictions_loss: 618.7557 - logcount_predictions_loss: 0.2325 45/2422 [..............................] - ETA: 6:15 - loss: 622.7029 - logits_profile_predictions_loss: 618.7308 - logcount_predictions_loss: 0.2323 46/2422 [..............................] - ETA: 6:15 - loss: 622.7036 - logits_profile_predictions_loss: 618.7360 - logcount_predictions_loss: 0.2320 47/2422 [..............................] - ETA: 6:15 - loss: 622.6926 - logits_profile_predictions_loss: 618.7287 - logcount_predictions_loss: 0.2318 48/2422 [..............................] - ETA: 6:15 - loss: 622.6834 - logits_profile_predictions_loss: 618.7228 - logcount_predictions_loss: 0.2316 49/2422 [..............................] - ETA: 6:15 - loss: 622.6777 - logits_profile_predictions_loss: 618.7207 - logcount_predictions_loss: 0.2314 50/2422 [..............................] - ETA: 6:14 - loss: 622.6937 - logits_profile_predictions_loss: 618.7401 - logcount_predictions_loss: 0.2312 51/2422 [..............................] - ETA: 6:14 - loss: 622.7166 - logits_profile_predictions_loss: 618.7667 - logcount_predictions_loss: 0.2310 52/2422 [..............................] - ETA: 6:14 - loss: 622.7466 - logits_profile_predictions_loss: 618.7997 - logcount_predictions_loss: 0.2308 53/2422 [..............................] - ETA: 6:14 - loss: 622.8206 - logits_profile_predictions_loss: 618.8768 - logcount_predictions_loss: 0.2306 54/2422 [..............................] - ETA: 6:14 - loss: 622.9172 - logits_profile_predictions_loss: 618.9759 - logcount_predictions_loss: 0.2305 55/2422 [..............................] - ETA: 6:14 - loss: 623.0073 - logits_profile_predictions_loss: 619.0691 - logcount_predictions_loss: 0.2303 56/2422 [..............................] - ETA: 6:13 - loss: 623.0778 - logits_profile_predictions_loss: 619.1424 - logcount_predictions_loss: 0.2301 57/2422 [..............................] - ETA: 6:13 - loss: 623.1346 - logits_profile_predictions_loss: 619.2023 - logcount_predictions_loss: 0.2300 58/2422 [..............................] - ETA: 6:13 - loss: 623.2313 - logits_profile_predictions_loss: 619.3020 - logcount_predictions_loss: 0.2298 59/2422 [..............................] - ETA: 6:13 - loss: 623.3313 - logits_profile_predictions_loss: 619.4052 - logcount_predictions_loss: 0.2296 60/2422 [..............................] - ETA: 6:13 - loss: 623.4443 - logits_profile_predictions_loss: 619.5192 - logcount_predictions_loss: 0.2295 61/2422 [..............................] - ETA: 6:13 - loss: 623.5608 - logits_profile_predictions_loss: 619.6370 - logcount_predictions_loss: 0.2295 62/2422 [..............................] - ETA: 6:12 - loss: 623.6755 - logits_profile_predictions_loss: 619.7528 - logcount_predictions_loss: 0.2294 63/2422 [..............................] - ETA: 6:12 - loss: 623.8080 - logits_profile_predictions_loss: 619.8863 - logcount_predictions_loss: 0.2293 64/2422 [..............................] - ETA: 6:12 - loss: 623.9424 - logits_profile_predictions_loss: 620.0205 - logcount_predictions_loss: 0.2293 65/2422 [..............................] - ETA: 6:12 - loss: 624.0872 - logits_profile_predictions_loss: 620.1654 - logcount_predictions_loss: 0.2293 66/2422 [..............................] - ETA: 6:12 - loss: 624.2080 - logits_profile_predictions_loss: 620.2859 - logcount_predictions_loss: 0.2294 67/2422 [..............................] - ETA: 6:12 - loss: 624.3186 - logits_profile_predictions_loss: 620.3963 - logcount_predictions_loss: 0.2294 68/2422 [..............................] - ETA: 6:12 - loss: 624.4216 - logits_profile_predictions_loss: 620.4992 - logcount_predictions_loss: 0.2294 69/2422 [..............................] - ETA: 6:11 - loss: 624.5094 - logits_profile_predictions_loss: 620.5870 - logcount_predictions_loss: 0.2294 70/2422 [..............................] - ETA: 6:11 - loss: 624.5994 - logits_profile_predictions_loss: 620.6771 - logcount_predictions_loss: 0.2294 71/2422 [..............................] - ETA: 6:11 - loss: 624.7048 - logits_profile_predictions_loss: 620.7827 - logcount_predictions_loss: 0.2294 72/2422 [..............................] - ETA: 6:11 - loss: 624.7872 - logits_profile_predictions_loss: 620.8655 - logcount_predictions_loss: 0.2293 73/2422 [..............................] - ETA: 6:11 - loss: 624.8604 - logits_profile_predictions_loss: 620.9390 - logcount_predictions_loss: 0.2293 74/2422 [..............................] - ETA: 6:11 - loss: 624.9390 - logits_profile_predictions_loss: 621.0181 - logcount_predictions_loss: 0.2293 75/2422 [..............................] - ETA: 6:11 - loss: 625.0098 - logits_profile_predictions_loss: 621.0895 - logcount_predictions_loss: 0.2293 76/2422 [..............................] - ETA: 6:10 - loss: 625.0723 - logits_profile_predictions_loss: 621.1527 - logcount_predictions_loss: 0.2292 77/2422 [..............................] - ETA: 6:10 - loss: 625.1265 - logits_profile_predictions_loss: 621.2074 - logcount_predictions_loss: 0.2292 78/2422 [..............................] - ETA: 6:10 - loss: 625.1838 - logits_profile_predictions_loss: 621.2655 - logcount_predictions_loss: 0.2291 79/2422 [..............................] - ETA: 6:10 - loss: 625.2488 - logits_profile_predictions_loss: 621.3315 - logcount_predictions_loss: 0.2291 80/2422 [..............................] - ETA: 6:10 - loss: 625.3099 - logits_profile_predictions_loss: 621.3939 - logcount_predictions_loss: 0.2290 81/2422 [>.............................] - ETA: 6:10 - loss: 625.3790 - logits_profile_predictions_loss: 621.4642 - logcount_predictions_loss: 0.2289 82/2422 [>.............................] - ETA: 6:09 - loss: 625.4386 - logits_profile_predictions_loss: 621.5252 - logcount_predictions_loss: 0.2289 83/2422 [>.............................] - ETA: 6:09 - loss: 625.4952 - logits_profile_predictions_loss: 621.5833 - logcount_predictions_loss: 0.2288 84/2422 [>.............................] - ETA: 6:09 - loss: 625.5503 - logits_profile_predictions_loss: 621.6397 - logcount_predictions_loss: 0.2287 85/2422 [>.............................] - ETA: 6:09 - loss: 625.6164 - logits_profile_predictions_loss: 621.7073 - logcount_predictions_loss: 0.2286 86/2422 [>.............................] - ETA: 6:09 - loss: 625.6786 - logits_profile_predictions_loss: 621.7709 - logcount_predictions_loss: 0.2285 87/2422 [>.............................] - ETA: 6:09 - loss: 625.7497 - logits_profile_predictions_loss: 621.8434 - logcount_predictions_loss: 0.2284 88/2422 [>.............................] - ETA: 6:08 - loss: 625.8186 - logits_profile_predictions_loss: 621.9138 - logcount_predictions_loss: 0.2284 89/2422 [>.............................] - ETA: 6:08 - loss: 625.8913 - logits_profile_predictions_loss: 621.9877 - logcount_predictions_loss: 0.2283 90/2422 [>.............................] - ETA: 6:08 - loss: 625.9547 - logits_profile_predictions_loss: 622.0518 - logcount_predictions_loss: 0.2282 91/2422 [>.............................] - ETA: 6:08 - loss: 626.0107 - logits_profile_predictions_loss: 622.1085 - logcount_predictions_loss: 0.2282 92/2422 [>.............................] - ETA: 6:08 - loss: 626.0692 - logits_profile_predictions_loss: 622.1677 - logcount_predictions_loss: 0.2282 93/2422 [>.............................] - ETA: 6:08 - loss: 626.1348 - logits_profile_predictions_loss: 622.2339 - logcount_predictions_loss: 0.2281 94/2422 [>.............................] - ETA: 6:08 - loss: 626.1946 - logits_profile_predictions_loss: 622.2943 - logcount_predictions_loss: 0.2281 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logits_profile_predictions_loss: 622.7169 - logcount_predictions_loss: 0.2278 102/2422 [>.............................] - ETA: 6:06 - loss: 626.6707 - logits_profile_predictions_loss: 622.7770 - logcount_predictions_loss: 0.2277 103/2422 [>.............................] - ETA: 6:06 - loss: 626.7324 - logits_profile_predictions_loss: 622.8397 - logcount_predictions_loss: 0.2276 104/2422 [>.............................] - ETA: 6:06 - loss: 626.7920 - logits_profile_predictions_loss: 622.9002 - logcount_predictions_loss: 0.2276 105/2422 [>.............................] - ETA: 6:06 - loss: 626.8458 - logits_profile_predictions_loss: 622.9549 - logcount_predictions_loss: 0.2275 106/2422 [>.............................] - ETA: 6:06 - loss: 626.8988 - logits_profile_predictions_loss: 623.0086 - logcount_predictions_loss: 0.2275 107/2422 [>.............................] - ETA: 6:06 - loss: 626.9480 - logits_profile_predictions_loss: 623.0587 - logcount_predictions_loss: 0.2274 108/2422 [>.............................] - ETA: 6:06 - loss: 626.9889 - logits_profile_predictions_loss: 623.1003 - logcount_predictions_loss: 0.2274 109/2422 [>.............................] - ETA: 6:05 - loss: 627.0275 - logits_profile_predictions_loss: 623.1397 - logcount_predictions_loss: 0.2274 110/2422 [>.............................] - ETA: 6:05 - loss: 627.0645 - logits_profile_predictions_loss: 623.1776 - logcount_predictions_loss: 0.2273 111/2422 [>.............................] - ETA: 6:05 - loss: 627.1068 - logits_profile_predictions_loss: 623.2206 - logcount_predictions_loss: 0.2273 112/2422 [>.............................] - ETA: 6:05 - loss: 627.1455 - logits_profile_predictions_loss: 623.2598 - logcount_predictions_loss: 0.2272 113/2422 [>.............................] - ETA: 6:05 - loss: 627.1868 - logits_profile_predictions_loss: 623.3017 - logcount_predictions_loss: 0.2272 114/2422 [>.............................] - ETA: 6:05 - loss: 627.2296 - logits_profile_predictions_loss: 623.3449 - logcount_predictions_loss: 0.2272 115/2422 [>.............................] - ETA: 6:04 - loss: 627.2728 - logits_profile_predictions_loss: 623.3884 - logcount_predictions_loss: 0.2272 116/2422 [>.............................] - ETA: 6:04 - loss: 627.3154 - logits_profile_predictions_loss: 623.4314 - logcount_predictions_loss: 0.2271 117/2422 [>.............................] - ETA: 6:04 - loss: 627.3554 - logits_profile_predictions_loss: 623.4716 - logcount_predictions_loss: 0.2271 118/2422 [>.............................] - ETA: 6:04 - loss: 627.3965 - logits_profile_predictions_loss: 623.5129 - logcount_predictions_loss: 0.2271 119/2422 [>.............................] - ETA: 6:04 - loss: 627.4405 - logits_profile_predictions_loss: 623.5573 - logcount_predictions_loss: 0.2271 120/2422 [>.............................] - ETA: 6:04 - loss: 627.4855 - logits_profile_predictions_loss: 623.6028 - logcount_predictions_loss: 0.2271 121/2422 [>.............................] - ETA: 6:03 - loss: 627.5335 - logits_profile_predictions_loss: 623.6512 - logcount_predictions_loss: 0.2270 122/2422 [>.............................] - ETA: 6:03 - loss: 627.5837 - logits_profile_predictions_loss: 623.7019 - logcount_predictions_loss: 0.2270 123/2422 [>.............................] - ETA: 6:03 - loss: 627.6400 - logits_profile_predictions_loss: 623.7587 - logcount_predictions_loss: 0.2270 124/2422 [>.............................] - ETA: 6:03 - loss: 627.6929 - logits_profile_predictions_loss: 623.8121 - logcount_predictions_loss: 0.2269 125/2422 [>.............................] - ETA: 6:03 - loss: 627.7450 - logits_profile_predictions_loss: 623.8647 - logcount_predictions_loss: 0.2269 126/2422 [>.............................] - ETA: 6:03 - loss: 627.7997 - logits_profile_predictions_loss: 623.9197 - logcount_predictions_loss: 0.2269 127/2422 [>.............................] - ETA: 6:03 - loss: 627.8506 - logits_profile_predictions_loss: 623.9710 - logcount_predictions_loss: 0.2269 128/2422 [>.............................] - ETA: 6:02 - loss: 627.9009 - logits_profile_predictions_loss: 624.0215 - logcount_predictions_loss: 0.2269 129/2422 [>.............................] - ETA: 6:02 - loss: 627.9483 - logits_profile_predictions_loss: 624.0693 - logcount_predictions_loss: 0.2268 130/2422 [>.............................] - ETA: 6:02 - loss: 627.9920 - logits_profile_predictions_loss: 624.1133 - logcount_predictions_loss: 0.2268 131/2422 [>.............................] - ETA: 6:02 - loss: 628.0325 - logits_profile_predictions_loss: 624.1542 - logcount_predictions_loss: 0.2268 132/2422 [>.............................] - ETA: 6:02 - loss: 628.0729 - logits_profile_predictions_loss: 624.1951 - logcount_predictions_loss: 0.2268 133/2422 [>.............................] - ETA: 6:02 - loss: 628.1115 - logits_profile_predictions_loss: 624.2338 - logcount_predictions_loss: 0.2268 134/2422 [>.............................] - ETA: 6:01 - loss: 628.1489 - logits_profile_predictions_loss: 624.2713 - logcount_predictions_loss: 0.2268 135/2422 [>.............................] - ETA: 6:01 - loss: 628.1841 - logits_profile_predictions_loss: 624.3067 - logcount_predictions_loss: 0.2267 136/2422 [>.............................] - ETA: 6:01 - loss: 628.2185 - logits_profile_predictions_loss: 624.3414 - logcount_predictions_loss: 0.2267 137/2422 [>.............................] - ETA: 6:01 - loss: 628.2463 - logits_profile_predictions_loss: 624.3693 - logcount_predictions_loss: 0.2267 138/2422 [>.............................] - ETA: 6:01 - loss: 628.2745 - logits_profile_predictions_loss: 624.3979 - logcount_predictions_loss: 0.2267 139/2422 [>.............................] - ETA: 6:01 - loss: 628.3035 - logits_profile_predictions_loss: 624.4271 - logcount_predictions_loss: 0.2267 140/2422 [>.............................] - ETA: 6:01 - loss: 628.3296 - 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[>.............................] - ETA: 5:59 - loss: 628.4799 - logits_profile_predictions_loss: 624.6062 - logcount_predictions_loss: 0.2265 148/2422 [>.............................] - ETA: 5:59 - loss: 628.5010 - logits_profile_predictions_loss: 624.6277 - logcount_predictions_loss: 0.2265 149/2422 [>.............................] - ETA: 5:59 - loss: 628.5217 - logits_profile_predictions_loss: 624.6488 - logcount_predictions_loss: 0.2265 150/2422 [>.............................] - ETA: 5:59 - loss: 628.5439 - logits_profile_predictions_loss: 624.6712 - logcount_predictions_loss: 0.2265 151/2422 [>.............................] - ETA: 5:59 - loss: 628.5636 - logits_profile_predictions_loss: 624.6913 - logcount_predictions_loss: 0.2265 152/2422 [>.............................] - ETA: 5:59 - loss: 628.5792 - logits_profile_predictions_loss: 624.7071 - logcount_predictions_loss: 0.2264 153/2422 [>.............................] - ETA: 5:58 - loss: 628.5915 - 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[===>..........................] - ETA: 5:27 - loss: 628.2495 - logits_profile_predictions_loss: 624.4246 - logcount_predictions_loss: 0.2237 356/2422 [===>..........................] - ETA: 5:27 - loss: 628.2480 - logits_profile_predictions_loss: 624.4233 - logcount_predictions_loss: 0.2237 357/2422 [===>..........................] - ETA: 5:27 - loss: 628.2471 - logits_profile_predictions_loss: 624.4227 - logcount_predictions_loss: 0.2236 358/2422 [===>..........................] - ETA: 5:27 - loss: 628.2467 - logits_profile_predictions_loss: 624.4225 - logcount_predictions_loss: 0.2236 359/2422 [===>..........................] - ETA: 5:27 - loss: 628.2461 - logits_profile_predictions_loss: 624.4222 - logcount_predictions_loss: 0.2236 360/2422 [===>..........................] - ETA: 5:26 - loss: 628.2458 - logits_profile_predictions_loss: 624.4221 - logcount_predictions_loss: 0.2236 361/2422 [===>..........................] - ETA: 5:26 - loss: 628.2451 - 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[===>..........................] - ETA: 5:23 - loss: 628.2414 - logits_profile_predictions_loss: 624.4231 - logcount_predictions_loss: 0.2233 382/2422 [===>..........................] - ETA: 5:23 - loss: 628.2407 - logits_profile_predictions_loss: 624.4227 - logcount_predictions_loss: 0.2233 383/2422 [===>..........................] - ETA: 5:23 - loss: 628.2398 - logits_profile_predictions_loss: 624.4219 - logcount_predictions_loss: 0.2233 384/2422 [===>..........................] - ETA: 5:23 - loss: 628.2384 - logits_profile_predictions_loss: 624.4209 - logcount_predictions_loss: 0.2232 385/2422 [===>..........................] - ETA: 5:22 - loss: 628.2372 - logits_profile_predictions_loss: 624.4199 - logcount_predictions_loss: 0.2232 386/2422 [===>..........................] - ETA: 5:22 - loss: 628.2361 - logits_profile_predictions_loss: 624.4190 - logcount_predictions_loss: 0.2232 387/2422 [===>..........................] - ETA: 5:22 - loss: 628.2345 - 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[===>..........................] - ETA: 5:21 - loss: 628.2218 - logits_profile_predictions_loss: 624.4068 - logcount_predictions_loss: 0.2231 395/2422 [===>..........................] - ETA: 5:21 - loss: 628.2201 - logits_profile_predictions_loss: 624.4054 - logcount_predictions_loss: 0.2231 396/2422 [===>..........................] - ETA: 5:21 - loss: 628.2186 - logits_profile_predictions_loss: 624.4041 - logcount_predictions_loss: 0.2231 397/2422 [===>..........................] - ETA: 5:21 - loss: 628.2166 - logits_profile_predictions_loss: 624.4024 - logcount_predictions_loss: 0.2230 398/2422 [===>..........................] - ETA: 5:20 - loss: 628.2148 - logits_profile_predictions_loss: 624.4009 - logcount_predictions_loss: 0.2230 399/2422 [===>..........................] - ETA: 5:20 - loss: 628.2128 - logits_profile_predictions_loss: 624.3992 - logcount_predictions_loss: 0.2230 400/2422 [===>..........................] - ETA: 5:20 - loss: 628.2109 - 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[====>.........................] - ETA: 5:19 - loss: 628.2042 - logits_profile_predictions_loss: 624.3926 - logcount_predictions_loss: 0.2229 408/2422 [====>.........................] - ETA: 5:19 - loss: 628.2032 - logits_profile_predictions_loss: 624.3920 - logcount_predictions_loss: 0.2229 409/2422 [====>.........................] - ETA: 5:19 - loss: 628.2020 - logits_profile_predictions_loss: 624.3911 - logcount_predictions_loss: 0.2229 410/2422 [====>.........................] - ETA: 5:19 - loss: 628.2011 - logits_profile_predictions_loss: 624.3904 - logcount_predictions_loss: 0.2228 411/2422 [====>.........................] - ETA: 5:18 - loss: 628.2004 - logits_profile_predictions_loss: 624.3899 - logcount_predictions_loss: 0.2228 412/2422 [====>.........................] - ETA: 5:18 - loss: 628.1994 - logits_profile_predictions_loss: 624.3892 - logcount_predictions_loss: 0.2228 413/2422 [====>.........................] - ETA: 5:18 - loss: 628.1985 - 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[====>.........................] - ETA: 5:15 - loss: 628.1435 - logits_profile_predictions_loss: 624.3381 - logcount_predictions_loss: 0.2225 434/2422 [====>.........................] - ETA: 5:15 - loss: 628.1410 - logits_profile_predictions_loss: 624.3358 - logcount_predictions_loss: 0.2225 435/2422 [====>.........................] - ETA: 5:15 - loss: 628.1390 - logits_profile_predictions_loss: 624.3340 - logcount_predictions_loss: 0.2225 436/2422 [====>.........................] - ETA: 5:14 - loss: 628.1363 - logits_profile_predictions_loss: 624.3315 - logcount_predictions_loss: 0.2225 437/2422 [====>.........................] - ETA: 5:14 - loss: 628.1340 - logits_profile_predictions_loss: 624.3293 - logcount_predictions_loss: 0.2225 438/2422 [====>.........................] - ETA: 5:14 - loss: 628.1318 - logits_profile_predictions_loss: 624.3273 - logcount_predictions_loss: 0.2225 439/2422 [====>.........................] - ETA: 5:14 - loss: 628.1295 - 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[====>.........................] - ETA: 5:13 - loss: 628.1140 - logits_profile_predictions_loss: 624.3108 - logcount_predictions_loss: 0.2224 447/2422 [====>.........................] - ETA: 5:13 - loss: 628.1112 - logits_profile_predictions_loss: 624.3082 - logcount_predictions_loss: 0.2224 448/2422 [====>.........................] - ETA: 5:13 - loss: 628.1084 - logits_profile_predictions_loss: 624.3055 - logcount_predictions_loss: 0.2224 449/2422 [====>.........................] - ETA: 5:12 - loss: 628.1056 - logits_profile_predictions_loss: 624.3027 - logcount_predictions_loss: 0.2224 450/2422 [====>.........................] - ETA: 5:12 - loss: 628.1025 - logits_profile_predictions_loss: 624.2998 - logcount_predictions_loss: 0.2224 451/2422 [====>.........................] - ETA: 5:12 - loss: 628.0998 - logits_profile_predictions_loss: 624.2972 - logcount_predictions_loss: 0.2224 452/2422 [====>.........................] - ETA: 5:12 - loss: 628.0972 - 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[====>.........................] - ETA: 5:11 - loss: 628.0841 - logits_profile_predictions_loss: 624.2825 - logcount_predictions_loss: 0.2223 460/2422 [====>.........................] - ETA: 5:11 - loss: 628.0820 - logits_profile_predictions_loss: 624.2805 - logcount_predictions_loss: 0.2223 461/2422 [====>.........................] - ETA: 5:11 - loss: 628.0800 - logits_profile_predictions_loss: 624.2786 - logcount_predictions_loss: 0.2223 462/2422 [====>.........................] - ETA: 5:10 - loss: 628.0780 - logits_profile_predictions_loss: 624.2767 - logcount_predictions_loss: 0.2223 463/2422 [====>.........................] - ETA: 5:10 - loss: 628.0757 - logits_profile_predictions_loss: 624.2746 - logcount_predictions_loss: 0.2223 464/2422 [====>.........................] - ETA: 5:10 - loss: 628.0736 - logits_profile_predictions_loss: 624.2726 - logcount_predictions_loss: 0.2223 465/2422 [====>.........................] - ETA: 5:10 - loss: 628.0718 - 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[=====>........................] - ETA: 5:07 - loss: 628.0331 - logits_profile_predictions_loss: 624.2343 - logcount_predictions_loss: 0.2221 486/2422 [=====>........................] - ETA: 5:07 - loss: 628.0309 - logits_profile_predictions_loss: 624.2322 - logcount_predictions_loss: 0.2221 487/2422 [=====>........................] - ETA: 5:06 - loss: 628.0289 - logits_profile_predictions_loss: 624.2302 - logcount_predictions_loss: 0.2221 488/2422 [=====>........................] - ETA: 5:06 - loss: 628.0272 - logits_profile_predictions_loss: 624.2286 - logcount_predictions_loss: 0.2221 489/2422 [=====>........................] - ETA: 5:06 - loss: 628.0252 - logits_profile_predictions_loss: 624.2268 - logcount_predictions_loss: 0.2221 490/2422 [=====>........................] - ETA: 5:06 - loss: 628.0235 - logits_profile_predictions_loss: 624.2252 - logcount_predictions_loss: 0.2221 491/2422 [=====>........................] - ETA: 5:06 - loss: 628.0218 - 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[=====>........................] - ETA: 5:05 - loss: 628.0111 - logits_profile_predictions_loss: 624.2133 - logcount_predictions_loss: 0.2221 499/2422 [=====>........................] - ETA: 5:05 - loss: 628.0089 - logits_profile_predictions_loss: 624.2111 - logcount_predictions_loss: 0.2221 500/2422 [=====>........................] - ETA: 5:04 - loss: 628.0065 - logits_profile_predictions_loss: 624.2089 - logcount_predictions_loss: 0.2221 501/2422 [=====>........................] - ETA: 5:04 - loss: 628.0040 - logits_profile_predictions_loss: 624.2065 - logcount_predictions_loss: 0.2221 502/2422 [=====>........................] - ETA: 5:04 - loss: 628.0016 - logits_profile_predictions_loss: 624.2041 - logcount_predictions_loss: 0.2221 503/2422 [=====>........................] - ETA: 5:04 - loss: 627.9992 - logits_profile_predictions_loss: 624.2017 - logcount_predictions_loss: 0.2221 504/2422 [=====>........................] - ETA: 5:04 - loss: 627.9970 - 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[=====>........................] - ETA: 5:03 - loss: 627.9779 - logits_profile_predictions_loss: 624.1809 - logcount_predictions_loss: 0.2220 512/2422 [=====>........................] - ETA: 5:03 - loss: 627.9747 - logits_profile_predictions_loss: 624.1778 - logcount_predictions_loss: 0.2220 513/2422 [=====>........................] - ETA: 5:02 - loss: 627.9716 - logits_profile_predictions_loss: 624.1748 - logcount_predictions_loss: 0.2220 514/2422 [=====>........................] - ETA: 5:02 - loss: 627.9686 - logits_profile_predictions_loss: 624.1718 - logcount_predictions_loss: 0.2220 515/2422 [=====>........................] - ETA: 5:02 - loss: 627.9655 - logits_profile_predictions_loss: 624.1688 - logcount_predictions_loss: 0.2220 516/2422 [=====>........................] - ETA: 5:02 - loss: 627.9627 - logits_profile_predictions_loss: 624.1661 - logcount_predictions_loss: 0.2220 517/2422 [=====>........................] - ETA: 5:02 - loss: 627.9599 - 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[=====>........................] - ETA: 5:01 - loss: 627.9383 - logits_profile_predictions_loss: 624.1422 - logcount_predictions_loss: 0.2220 525/2422 [=====>........................] - ETA: 5:00 - loss: 627.9349 - logits_profile_predictions_loss: 624.1388 - logcount_predictions_loss: 0.2220 526/2422 [=====>........................] - ETA: 5:00 - loss: 627.9317 - logits_profile_predictions_loss: 624.1357 - logcount_predictions_loss: 0.2220 527/2422 [=====>........................] - ETA: 5:00 - loss: 627.9288 - logits_profile_predictions_loss: 624.1328 - logcount_predictions_loss: 0.2220 528/2422 [=====>........................] - ETA: 5:00 - loss: 627.9261 - logits_profile_predictions_loss: 624.1303 - logcount_predictions_loss: 0.2220 529/2422 [=====>........................] - ETA: 5:00 - loss: 627.9234 - logits_profile_predictions_loss: 624.1276 - logcount_predictions_loss: 0.2220 530/2422 [=====>........................] - ETA: 5:00 - loss: 627.9208 - 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logits_profile_predictions_loss: 622.1231 - logcount_predictions_loss: 0.2234 2417/2422 [============================>.] - ETA: 0s - loss: 625.9432 - logits_profile_predictions_loss: 622.1228 - logcount_predictions_loss: 0.2234 2418/2422 [============================>.] - ETA: 0s - loss: 625.9429 - logits_profile_predictions_loss: 622.1226 - logcount_predictions_loss: 0.2234 2419/2422 [============================>.] - ETA: 0s - loss: 625.9427 - logits_profile_predictions_loss: 622.1223 - logcount_predictions_loss: 0.2234 2420/2422 [============================>.] - ETA: 0s - loss: 625.9424 - logits_profile_predictions_loss: 622.1220 - logcount_predictions_loss: 0.2234 2421/2422 [============================>.] - ETA: 0s - loss: 625.9421 - logits_profile_predictions_loss: 622.1217 - logcount_predictions_loss: 0.2234 2422/2422 [==============================] - ETA: 0s - loss: 625.9418 - logits_profile_predictions_loss: 622.1214 - logcount_predictions_loss: 0.2234 2422/2422 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logits_profile_predictions_loss: 600.2628 - logcount_predictions_loss: 0.2101 6/2422 [..............................] - ETA: 6:23 - loss: 608.8956 - logits_profile_predictions_loss: 605.3212 - logcount_predictions_loss: 0.2090 7/2422 [..............................] - ETA: 6:22 - loss: 612.4436 - logits_profile_predictions_loss: 608.8874 - logcount_predictions_loss: 0.2080 8/2422 [..............................] - ETA: 6:21 - loss: 615.6907 - logits_profile_predictions_loss: 612.1652 - logcount_predictions_loss: 0.2062 9/2422 [..............................] - ETA: 6:21 - loss: 618.8266 - logits_profile_predictions_loss: 615.3225 - logcount_predictions_loss: 0.2049 10/2422 [..............................] - ETA: 6:21 - loss: 620.8277 - logits_profile_predictions_loss: 617.3186 - logcount_predictions_loss: 0.2052 11/2422 [..............................] - ETA: 6:21 - loss: 622.1016 - logits_profile_predictions_loss: 618.5840 - logcount_predictions_loss: 0.2057 12/2422 [..............................] - ETA: 6:20 - loss: 622.7127 - logits_profile_predictions_loss: 619.1940 - logcount_predictions_loss: 0.2058 13/2422 [..............................] - ETA: 6:20 - loss: 623.0422 - logits_profile_predictions_loss: 619.5194 - logcount_predictions_loss: 0.2060 14/2422 [..............................] - ETA: 6:20 - loss: 623.6743 - logits_profile_predictions_loss: 620.1492 - logcount_predictions_loss: 0.2061 15/2422 [..............................] - ETA: 6:20 - loss: 624.1928 - logits_profile_predictions_loss: 620.6689 - logcount_predictions_loss: 0.2061 16/2422 [..............................] - ETA: 6:20 - loss: 624.3245 - logits_profile_predictions_loss: 620.7736 - logcount_predictions_loss: 0.2077 17/2422 [..............................] - ETA: 6:19 - loss: 624.5569 - logits_profile_predictions_loss: 620.9852 - logcount_predictions_loss: 0.2089 18/2422 [..............................] - ETA: 6:19 - loss: 625.0170 - logits_profile_predictions_loss: 621.4306 - logcount_predictions_loss: 0.2097 19/2422 [..............................] - ETA: 6:19 - loss: 625.3605 - logits_profile_predictions_loss: 621.7443 - logcount_predictions_loss: 0.2115 20/2422 [..............................] - ETA: 6:19 - loss: 625.6442 - logits_profile_predictions_loss: 622.0025 - logcount_predictions_loss: 0.2130 21/2422 [..............................] - ETA: 6:18 - loss: 625.9181 - logits_profile_predictions_loss: 622.2561 - logcount_predictions_loss: 0.2142 22/2422 [..............................] - ETA: 6:18 - loss: 626.2468 - logits_profile_predictions_loss: 622.5684 - logcount_predictions_loss: 0.2151 23/2422 [..............................] - ETA: 6:18 - loss: 626.4791 - logits_profile_predictions_loss: 622.7872 - logcount_predictions_loss: 0.2159 24/2422 [..............................] - ETA: 6:18 - loss: 626.6270 - logits_profile_predictions_loss: 622.9244 - logcount_predictions_loss: 0.2165 25/2422 [..............................] - ETA: 6:18 - loss: 626.7610 - logits_profile_predictions_loss: 623.0520 - logcount_predictions_loss: 0.2169 26/2422 [..............................] - ETA: 6:18 - loss: 626.7987 - logits_profile_predictions_loss: 623.0837 - logcount_predictions_loss: 0.2173 27/2422 [..............................] - ETA: 6:17 - loss: 626.8785 - logits_profile_predictions_loss: 623.1591 - logcount_predictions_loss: 0.2175 28/2422 [..............................] - ETA: 6:17 - loss: 626.9485 - logits_profile_predictions_loss: 623.2271 - logcount_predictions_loss: 0.2176 29/2422 [..............................] - ETA: 6:17 - loss: 626.9537 - logits_profile_predictions_loss: 623.2320 - logcount_predictions_loss: 0.2176 30/2422 [..............................] - ETA: 6:17 - loss: 626.9647 - logits_profile_predictions_loss: 623.2433 - logcount_predictions_loss: 0.2176 31/2422 [..............................] - ETA: 6:17 - loss: 626.9300 - logits_profile_predictions_loss: 623.2097 - logcount_predictions_loss: 0.2176 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logits_profile_predictions_loss: 623.0217 - logcount_predictions_loss: 0.2165 39/2422 [..............................] - ETA: 6:15 - loss: 626.7884 - logits_profile_predictions_loss: 623.0913 - logcount_predictions_loss: 0.2162 40/2422 [..............................] - ETA: 6:15 - loss: 626.8555 - logits_profile_predictions_loss: 623.1625 - logcount_predictions_loss: 0.2160 41/2422 [..............................] - ETA: 6:15 - loss: 626.8817 - logits_profile_predictions_loss: 623.1927 - logcount_predictions_loss: 0.2157 42/2422 [..............................] - ETA: 6:15 - loss: 626.9218 - logits_profile_predictions_loss: 623.2356 - logcount_predictions_loss: 0.2156 43/2422 [..............................] - ETA: 6:15 - loss: 626.9662 - logits_profile_predictions_loss: 623.2833 - logcount_predictions_loss: 0.2154 44/2422 [..............................] - ETA: 6:15 - loss: 626.9923 - logits_profile_predictions_loss: 623.3131 - logcount_predictions_loss: 0.2152 45/2422 [..............................] - ETA: 6:14 - loss: 627.0179 - logits_profile_predictions_loss: 623.3420 - logcount_predictions_loss: 0.2150 46/2422 [..............................] - ETA: 6:14 - loss: 627.0504 - logits_profile_predictions_loss: 623.3773 - logcount_predictions_loss: 0.2148 47/2422 [..............................] - ETA: 6:14 - loss: 627.0936 - logits_profile_predictions_loss: 623.4228 - logcount_predictions_loss: 0.2147 48/2422 [..............................] - ETA: 6:14 - loss: 627.1048 - logits_profile_predictions_loss: 623.4368 - logcount_predictions_loss: 0.2145 49/2422 [..............................] - ETA: 6:14 - loss: 627.0803 - logits_profile_predictions_loss: 623.4151 - logcount_predictions_loss: 0.2143 50/2422 [..............................] - ETA: 6:14 - loss: 627.0618 - logits_profile_predictions_loss: 623.3991 - logcount_predictions_loss: 0.2142 51/2422 [..............................] - ETA: 6:14 - loss: 627.0431 - logits_profile_predictions_loss: 623.3834 - logcount_predictions_loss: 0.2140 52/2422 [..............................] - ETA: 6:13 - loss: 626.9901 - logits_profile_predictions_loss: 623.3331 - logcount_predictions_loss: 0.2139 53/2422 [..............................] - ETA: 6:13 - loss: 626.9465 - logits_profile_predictions_loss: 623.2921 - logcount_predictions_loss: 0.2137 54/2422 [..............................] - ETA: 6:13 - loss: 626.8767 - logits_profile_predictions_loss: 623.2254 - logcount_predictions_loss: 0.2135 55/2422 [..............................] - ETA: 6:13 - loss: 626.8028 - logits_profile_predictions_loss: 623.1545 - logcount_predictions_loss: 0.2134 56/2422 [..............................] - ETA: 6:13 - loss: 626.7074 - logits_profile_predictions_loss: 623.0618 - logcount_predictions_loss: 0.2132 57/2422 [..............................] - ETA: 6:13 - loss: 626.6063 - logits_profile_predictions_loss: 622.9628 - logcount_predictions_loss: 0.2131 58/2422 [..............................] - ETA: 6:13 - loss: 626.5028 - logits_profile_predictions_loss: 622.8613 - logcount_predictions_loss: 0.2130 59/2422 [..............................] - ETA: 6:12 - loss: 626.4058 - logits_profile_predictions_loss: 622.7659 - logcount_predictions_loss: 0.2129 60/2422 [..............................] - ETA: 6:12 - loss: 626.3099 - logits_profile_predictions_loss: 622.6707 - logcount_predictions_loss: 0.2128 61/2422 [..............................] - ETA: 6:12 - loss: 626.2092 - logits_profile_predictions_loss: 622.5709 - logcount_predictions_loss: 0.2128 62/2422 [..............................] - ETA: 6:12 - loss: 626.1230 - logits_profile_predictions_loss: 622.4857 - logcount_predictions_loss: 0.2127 63/2422 [..............................] - ETA: 6:12 - loss: 626.0468 - logits_profile_predictions_loss: 622.4106 - logcount_predictions_loss: 0.2126 64/2422 [..............................] - ETA: 6:12 - loss: 625.9654 - logits_profile_predictions_loss: 622.3304 - logcount_predictions_loss: 0.2126 65/2422 [..............................] - ETA: 6:12 - loss: 625.8949 - logits_profile_predictions_loss: 622.2608 - logcount_predictions_loss: 0.2125 66/2422 [..............................] - ETA: 6:11 - loss: 625.8222 - logits_profile_predictions_loss: 622.1887 - logcount_predictions_loss: 0.2125 67/2422 [..............................] - ETA: 6:11 - loss: 625.7540 - logits_profile_predictions_loss: 622.1211 - logcount_predictions_loss: 0.2124 68/2422 [..............................] - ETA: 6:11 - loss: 625.6840 - logits_profile_predictions_loss: 622.0514 - logcount_predictions_loss: 0.2124 69/2422 [..............................] - ETA: 6:11 - loss: 625.6153 - logits_profile_predictions_loss: 621.9827 - logcount_predictions_loss: 0.2124 70/2422 [..............................] - ETA: 6:11 - loss: 625.5550 - logits_profile_predictions_loss: 621.9222 - logcount_predictions_loss: 0.2124 71/2422 [..............................] - ETA: 6:11 - loss: 625.4924 - logits_profile_predictions_loss: 621.8596 - logcount_predictions_loss: 0.2124 72/2422 [..............................] - ETA: 6:11 - loss: 625.4167 - logits_profile_predictions_loss: 621.7841 - logcount_predictions_loss: 0.2124 73/2422 [..............................] - ETA: 6:10 - loss: 625.3449 - logits_profile_predictions_loss: 621.7125 - logcount_predictions_loss: 0.2124 74/2422 [..............................] - ETA: 6:10 - loss: 625.2759 - logits_profile_predictions_loss: 621.6436 - logcount_predictions_loss: 0.2124 75/2422 [..............................] - ETA: 6:10 - loss: 625.2162 - logits_profile_predictions_loss: 621.5841 - logcount_predictions_loss: 0.2124 76/2422 [..............................] - ETA: 6:10 - loss: 625.1549 - logits_profile_predictions_loss: 621.5233 - logcount_predictions_loss: 0.2124 77/2422 [..............................] - ETA: 6:10 - loss: 625.0960 - logits_profile_predictions_loss: 621.4651 - logcount_predictions_loss: 0.2123 78/2422 [..............................] - ETA: 6:10 - loss: 625.0394 - logits_profile_predictions_loss: 621.4091 - logcount_predictions_loss: 0.2123 79/2422 [..............................] - ETA: 6:10 - loss: 624.9959 - logits_profile_predictions_loss: 621.3664 - logcount_predictions_loss: 0.2122 80/2422 [..............................] - ETA: 6:09 - loss: 624.9730 - logits_profile_predictions_loss: 621.3443 - logcount_predictions_loss: 0.2122 81/2422 [>.............................] - ETA: 6:09 - loss: 624.9487 - logits_profile_predictions_loss: 621.3210 - logcount_predictions_loss: 0.2121 82/2422 [>.............................] - ETA: 6:09 - loss: 624.9352 - logits_profile_predictions_loss: 621.3084 - logcount_predictions_loss: 0.2121 83/2422 [>.............................] - ETA: 6:09 - loss: 624.9208 - logits_profile_predictions_loss: 621.2948 - logcount_predictions_loss: 0.2120 84/2422 [>.............................] - ETA: 6:09 - loss: 624.9012 - logits_profile_predictions_loss: 621.2760 - logcount_predictions_loss: 0.2120 85/2422 [>.............................] - ETA: 6:09 - loss: 624.8851 - logits_profile_predictions_loss: 621.2605 - logcount_predictions_loss: 0.2120 86/2422 [>.............................] - ETA: 6:08 - loss: 624.8650 - logits_profile_predictions_loss: 621.2412 - logcount_predictions_loss: 0.2119 87/2422 [>.............................] - ETA: 6:08 - loss: 624.8497 - logits_profile_predictions_loss: 621.2266 - logcount_predictions_loss: 0.2119 88/2422 [>.............................] - ETA: 6:08 - loss: 624.8293 - logits_profile_predictions_loss: 621.2068 - logcount_predictions_loss: 0.2118 89/2422 [>.............................] - ETA: 6:08 - loss: 624.8155 - logits_profile_predictions_loss: 621.1936 - logcount_predictions_loss: 0.2118 90/2422 [>.............................] - ETA: 6:08 - loss: 624.8007 - logits_profile_predictions_loss: 621.1792 - logcount_predictions_loss: 0.2118 91/2422 [>.............................] - ETA: 6:08 - loss: 624.7907 - logits_profile_predictions_loss: 621.1694 - logcount_predictions_loss: 0.2118 92/2422 [>.............................] - ETA: 6:08 - loss: 624.7932 - logits_profile_predictions_loss: 621.1718 - logcount_predictions_loss: 0.2118 93/2422 [>.............................] - ETA: 6:07 - loss: 624.7947 - logits_profile_predictions_loss: 621.1732 - logcount_predictions_loss: 0.2118 94/2422 [>.............................] - ETA: 6:07 - loss: 624.7907 - logits_profile_predictions_loss: 621.1691 - logcount_predictions_loss: 0.2118 95/2422 [>.............................] - ETA: 6:07 - loss: 624.7763 - logits_profile_predictions_loss: 621.1545 - logcount_predictions_loss: 0.2118 96/2422 [>.............................] - ETA: 6:07 - loss: 624.7581 - logits_profile_predictions_loss: 621.1361 - logcount_predictions_loss: 0.2118 97/2422 [>.............................] - ETA: 6:07 - loss: 624.7338 - logits_profile_predictions_loss: 621.1117 - logcount_predictions_loss: 0.2118 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[>.............................] - ETA: 6:05 - loss: 624.2807 - logits_profile_predictions_loss: 620.6599 - logcount_predictions_loss: 0.2117 112/2422 [>.............................] - ETA: 6:04 - loss: 624.2549 - logits_profile_predictions_loss: 620.6345 - logcount_predictions_loss: 0.2117 113/2422 [>.............................] - ETA: 6:04 - loss: 624.2270 - logits_profile_predictions_loss: 620.6069 - logcount_predictions_loss: 0.2117 114/2422 [>.............................] - ETA: 6:04 - loss: 624.2005 - logits_profile_predictions_loss: 620.5808 - logcount_predictions_loss: 0.2117 115/2422 [>.............................] - ETA: 6:04 - loss: 624.1776 - logits_profile_predictions_loss: 620.5581 - logcount_predictions_loss: 0.2117 116/2422 [>.............................] - ETA: 6:04 - loss: 624.1573 - logits_profile_predictions_loss: 620.5381 - logcount_predictions_loss: 0.2116 117/2422 [>.............................] - ETA: 6:04 - loss: 624.1377 - logits_profile_predictions_loss: 620.5190 - logcount_predictions_loss: 0.2116 118/2422 [>.............................] - ETA: 6:04 - loss: 624.1243 - logits_profile_predictions_loss: 620.5061 - logcount_predictions_loss: 0.2116 119/2422 [>.............................] - ETA: 6:03 - loss: 624.1124 - logits_profile_predictions_loss: 620.4946 - logcount_predictions_loss: 0.2116 120/2422 [>.............................] - ETA: 6:03 - loss: 624.0984 - logits_profile_predictions_loss: 620.4811 - logcount_predictions_loss: 0.2115 121/2422 [>.............................] - ETA: 6:03 - loss: 624.0818 - logits_profile_predictions_loss: 620.4649 - logcount_predictions_loss: 0.2115 122/2422 [>.............................] - ETA: 6:03 - loss: 624.0654 - logits_profile_predictions_loss: 620.4489 - logcount_predictions_loss: 0.2115 123/2422 [>.............................] - ETA: 6:03 - loss: 624.0527 - logits_profile_predictions_loss: 620.4365 - logcount_predictions_loss: 0.2115 124/2422 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[============================>.] - ETA: 11s - loss: 615.9339 - logits_profile_predictions_loss: 612.5008 - logcount_predictions_loss: 0.2008 2351/2422 [============================>.] - ETA: 11s - loss: 615.9334 - logits_profile_predictions_loss: 612.5003 - logcount_predictions_loss: 0.2008 2352/2422 [============================>.] - ETA: 11s - loss: 615.9329 - logits_profile_predictions_loss: 612.4998 - logcount_predictions_loss: 0.2008 2353/2422 [============================>.] - ETA: 10s - loss: 615.9324 - logits_profile_predictions_loss: 612.4993 - logcount_predictions_loss: 0.2008 2354/2422 [============================>.] - ETA: 10s - loss: 615.9319 - logits_profile_predictions_loss: 612.4987 - logcount_predictions_loss: 0.2008 2355/2422 [============================>.] - ETA: 10s - loss: 615.9315 - logits_profile_predictions_loss: 612.4982 - logcount_predictions_loss: 0.2008 2356/2422 [============================>.] - ETA: 10s - loss: 615.9310 - 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[============================>.] - ETA: 9s - loss: 615.9275 - logits_profile_predictions_loss: 612.4941 - logcount_predictions_loss: 0.2008 2364/2422 [============================>.] - ETA: 9s - loss: 615.9270 - logits_profile_predictions_loss: 612.4936 - logcount_predictions_loss: 0.2008 2365/2422 [============================>.] - ETA: 9s - loss: 615.9265 - logits_profile_predictions_loss: 612.4931 - logcount_predictions_loss: 0.2008 2366/2422 [============================>.] - ETA: 8s - loss: 615.9260 - logits_profile_predictions_loss: 612.4926 - logcount_predictions_loss: 0.2008 2367/2422 [============================>.] - ETA: 8s - loss: 615.9255 - logits_profile_predictions_loss: 612.4921 - logcount_predictions_loss: 0.2008 2368/2422 [============================>.] - ETA: 8s - loss: 615.9250 - logits_profile_predictions_loss: 612.4916 - logcount_predictions_loss: 0.2008 2369/2422 [============================>.] - ETA: 8s - loss: 615.9246 - logits_profile_predictions_loss: 612.4911 - logcount_predictions_loss: 0.2008 2370/2422 [============================>.] - ETA: 8s - loss: 615.9241 - logits_profile_predictions_loss: 612.4906 - logcount_predictions_loss: 0.2008 2371/2422 [============================>.] - ETA: 8s - loss: 615.9236 - logits_profile_predictions_loss: 612.4901 - logcount_predictions_loss: 0.2008 2372/2422 [============================>.] - ETA: 7s - loss: 615.9231 - logits_profile_predictions_loss: 612.4896 - logcount_predictions_loss: 0.2008 2373/2422 [============================>.] - ETA: 7s - loss: 615.9227 - logits_profile_predictions_loss: 612.4891 - logcount_predictions_loss: 0.2008 2374/2422 [============================>.] - ETA: 7s - loss: 615.9222 - logits_profile_predictions_loss: 612.4887 - logcount_predictions_loss: 0.2008 2375/2422 [============================>.] - ETA: 7s - loss: 615.9217 - logits_profile_predictions_loss: 612.4882 - logcount_predictions_loss: 0.2008 2376/2422 [============================>.] - ETA: 7s - 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[============================>.] - ETA: 4s - loss: 615.9121 - logits_profile_predictions_loss: 612.4783 - logcount_predictions_loss: 0.2008 2397/2422 [============================>.] - ETA: 3s - loss: 615.9118 - logits_profile_predictions_loss: 612.4779 - logcount_predictions_loss: 0.2008 2398/2422 [============================>.] - ETA: 3s - loss: 615.9114 - logits_profile_predictions_loss: 612.4775 - logcount_predictions_loss: 0.2008 2399/2422 [============================>.] - ETA: 3s - loss: 615.9110 - logits_profile_predictions_loss: 612.4771 - logcount_predictions_loss: 0.2008 2400/2422 [============================>.] - ETA: 3s - loss: 615.9106 - logits_profile_predictions_loss: 612.4767 - logcount_predictions_loss: 0.2008 2401/2422 [============================>.] - ETA: 3s - loss: 615.9103 - logits_profile_predictions_loss: 612.4763 - logcount_predictions_loss: 0.2008 2402/2422 [============================>.] - ETA: 3s - loss: 615.9099 - logits_profile_predictions_loss: 612.4760 - logcount_predictions_loss: 0.2008 2403/2422 [============================>.] - ETA: 3s - loss: 615.9096 - logits_profile_predictions_loss: 612.4756 - logcount_predictions_loss: 0.2008 2404/2422 [============================>.] - ETA: 2s - loss: 615.9092 - logits_profile_predictions_loss: 612.4753 - logcount_predictions_loss: 0.2008 2405/2422 [============================>.] - ETA: 2s - loss: 615.9089 - logits_profile_predictions_loss: 612.4749 - logcount_predictions_loss: 0.2008 2406/2422 [============================>.] - ETA: 2s - loss: 615.9085 - logits_profile_predictions_loss: 612.4745 - logcount_predictions_loss: 0.2008 2407/2422 [============================>.] - ETA: 2s - loss: 615.9082 - logits_profile_predictions_loss: 612.4742 - logcount_predictions_loss: 0.2008 2408/2422 [============================>.] - ETA: 2s - loss: 615.9078 - logits_profile_predictions_loss: 612.4738 - logcount_predictions_loss: 0.2008 2409/2422 [============================>.] - ETA: 2s - loss: 615.9075 - logits_profile_predictions_loss: 612.4735 - logcount_predictions_loss: 0.2008 2410/2422 [============================>.] - ETA: 1s - loss: 615.9072 - logits_profile_predictions_loss: 612.4731 - logcount_predictions_loss: 0.2008 2411/2422 [============================>.] - ETA: 1s - loss: 615.9068 - logits_profile_predictions_loss: 612.4727 - logcount_predictions_loss: 0.2008 2412/2422 [============================>.] - ETA: 1s - loss: 615.9065 - logits_profile_predictions_loss: 612.4724 - logcount_predictions_loss: 0.2008 2413/2422 [============================>.] - ETA: 1s - loss: 615.9061 - logits_profile_predictions_loss: 612.4720 - logcount_predictions_loss: 0.2008 2414/2422 [============================>.] - ETA: 1s - loss: 615.9058 - logits_profile_predictions_loss: 612.4717 - logcount_predictions_loss: 0.2008 2415/2422 [============================>.] - ETA: 1s - loss: 615.9054 - logits_profile_predictions_loss: 612.4713 - logcount_predictions_loss: 0.2008 2416/2422 [============================>.] - ETA: 0s - loss: 615.9051 - logits_profile_predictions_loss: 612.4710 - logcount_predictions_loss: 0.2008 2417/2422 [============================>.] - ETA: 0s - loss: 615.9048 - logits_profile_predictions_loss: 612.4707 - logcount_predictions_loss: 0.2008 2418/2422 [============================>.] - ETA: 0s - loss: 615.9045 - logits_profile_predictions_loss: 612.4703 - logcount_predictions_loss: 0.2009 2419/2422 [============================>.] - ETA: 0s - loss: 615.9042 - logits_profile_predictions_loss: 612.4700 - logcount_predictions_loss: 0.2009 2420/2422 [============================>.] - ETA: 0s - loss: 615.9039 - logits_profile_predictions_loss: 612.4697 - logcount_predictions_loss: 0.2009 2421/2422 [============================>.] - ETA: 0s - loss: 615.9036 - logits_profile_predictions_loss: 612.4694 - logcount_predictions_loss: 0.2009 2422/2422 [==============================] - ETA: 0s - loss: 615.9033 - logits_profile_predictions_loss: 612.4690 - logcount_predictions_loss: 0.2009 2422/2422 [==============================] - 404s 167ms/step - loss: 615.9029 - logits_profile_predictions_loss: 612.4687 - logcount_predictions_loss: 0.2009 - val_loss: 645.1052 - val_logits_profile_predictions_loss: 641.7908 - val_logcount_predictions_loss: 0.1938 + +Epoch 00012: val_loss did not improve from 643.17957 +Restoring model weights from the end of the best epoch. +Epoch 00012: early stopping +save model +save model without bias +2022-03-24_02-30-24: 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/ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//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/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(42377, 10) +loading nonpeaks... +got split:test for bed regions:(42377, 10) +0/332 +100/332 +200/332 +300/332 +2022-03-24_02-34-25: 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/ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//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/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(42377, 10) +loading nonpeaks... +got split:test for bed regions:(42377, 10) +0/332 +100/332 +200/332 +300/332 +2022-03-24_02-38-05: 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/ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//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/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(42377, 10) +loading nonpeaks... +got split:test for bed regions:(42377, 10) +0/332 +100/332 +200/332 +300/332 +2022-03-24_02-40-36: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//footprints +2022-03-24_02-40-36: 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/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//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: 4:23 3/40 [=>............................] - ETA: 12s  4/40 [==>...........................] - ETA: 16s 5/40 [==>...........................] - ETA: 18s 6/40 [===>..........................] - ETA: 18s 7/40 [====>.........................] - ETA: 18s 8/40 [=====>........................] - ETA: 18s 9/40 [=====>........................] - ETA: 18s 10/40 [======>.......................] - ETA: 18s 11/40 [=======>......................] - ETA: 17s 12/40 [========>.....................] - ETA: 17s 13/40 [========>.....................] - ETA: 17s 14/40 [=========>....................] - ETA: 16s 15/40 [==========>...................] - ETA: 16s 16/40 [===========>..................] - ETA: 15s 17/40 [===========>..................] - ETA: 14s 18/40 [============>.................] - ETA: 14s 19/40 [=============>................] - ETA: 13s 20/40 [==============>...............] - ETA: 13s 21/40 [==============>...............] - ETA: 12s 22/40 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[==============================] - 27s 699ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 26s 3/40 [=>............................] - ETA: 25s 4/40 [==>...........................] - ETA: 25s 5/40 [==>...........................] - ETA: 24s 6/40 [===>..........................] - ETA: 23s 7/40 [====>.........................] - ETA: 23s 8/40 [=====>........................] - ETA: 22s 9/40 [=====>........................] - ETA: 21s 10/40 [======>.......................] - ETA: 20s 11/40 [=======>......................] - ETA: 20s 12/40 [========>.....................] - ETA: 19s 13/40 [========>.....................] - ETA: 18s 14/40 [=========>....................] - ETA: 18s 15/40 [==========>...................] - ETA: 17s 16/40 [===========>..................] - ETA: 16s 17/40 [===========>..................] - ETA: 16s 18/40 [============>.................] - ETA: 15s 19/40 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[============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 27s 702ms/step + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 26s 3/40 [=>............................] - ETA: 25s 4/40 [==>...........................] - ETA: 25s 5/40 [==>...........................] - ETA: 24s 6/40 [===>..........................] - ETA: 23s 7/40 [====>.........................] - ETA: 23s 8/40 [=====>........................] - ETA: 22s 9/40 [=====>........................] - ETA: 21s 10/40 [======>.......................] - ETA: 21s 11/40 [=======>......................] - ETA: 20s 12/40 [========>.....................] - ETA: 19s 13/40 [========>.....................] - ETA: 18s 14/40 [=========>....................] - ETA: 18s 15/40 [==========>...................] - ETA: 17s 16/40 [===========>..................] - ETA: 16s 17/40 [===========>..................] - ETA: 16s 18/40 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[===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 27s 704ms/step +Saving marginal footprints +2022-03-24_02-42-53: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//footprints +2022-03-24_02-42-53: 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/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//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: 1:53 3/40 [=>............................] - ETA: 1s  4/40 [==>...........................] - ETA: 1s 5/40 [==>...........................] - ETA: 1s 6/40 [===>..........................] - ETA: 1s 7/40 [====>.........................] - ETA: 1s 8/40 [=====>........................] - ETA: 1s 9/40 [=====>........................] - ETA: 1s 10/40 [======>.......................] - ETA: 1s 11/40 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[=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 2s 57ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 2s 3/40 [=>............................] - ETA: 2s 4/40 [==>...........................] - ETA: 2s 5/40 [==>...........................] - ETA: 1s 6/40 [===>..........................] - ETA: 1s 7/40 [====>.........................] - ETA: 1s 8/40 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[===================>..........] - ETA: 0s 28/40 [====================>.........] - ETA: 0s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 2s 57ms/step +Saving marginal footprints