DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json Tue Jan 31 11:21:41 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 525.60.13 Driver Version: 525.60.13 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | 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 GeForce ... On | 00000000:C5:00.0 Off | N/A | | 30% 35C P8 31W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2023-01-31_11-21-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR940CXU//preprocessing/bigWigs/ENCSR940CXU.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR940CXU//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR940CXU//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.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/ENCSR146KFX/fold_2/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr5', 'chr6', 'chr8', 'chr9', 'chr10', 'chr13', 'chr14', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chrX', 'chr22', 'chr7'] Number of peaks input: 164326 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 164326 Number of peaks input: 35674 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 35674 Number of non peaks input: 167607 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 167607 Number of non peaks input: 32392 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 32392 Number of peaks after removing outliers: 162517 Number of nonpeaks after removing outliers: 148938 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR940CXU//preprocessing/bigWigs/ENCSR940CXU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.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': '37.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(147977, 10) loading nonpeaks... got split:train for bed regions:(133598, 10) loading peaks... got split:valid for bed regions:(14540, 10) loading nonpeaks... got split:valid for bed regions:(15340, 10) Epoch 1/50 1/2544 [..............................] - ETA: 87:10:28 - loss: 1151.6481 - logits_profile_predictions_loss: 1085.9792 - logcount_predictions_loss: 1.7512 2/2544 [..............................] - ETA: 13:24 - loss: 1125.4965 - logits_profile_predictions_loss: 1064.0294 - logcount_predictions_loss: 1.6391  3/2544 [..............................] - ETA: 13:17 - loss: 1144.3416 - logits_profile_predictions_loss: 1081.8649 - logcount_predictions_loss: 1.6660 4/2544 [..............................] - ETA: 13:14 - loss: 1157.6725 - logits_profile_predictions_loss: 1094.6794 - logcount_predictions_loss: 1.6798 5/2544 [..............................] - ETA: 13:15 - loss: 1165.5386 - logits_profile_predictions_loss: 1102.2473 - logcount_predictions_loss: 1.6878 6/2544 [..............................] - ETA: 13:13 - loss: 1185.6651 - logits_profile_predictions_loss: 1121.7156 - logcount_predictions_loss: 1.7053 7/2544 [..............................] - ETA: 13:11 - loss: 1195.5211 - logits_profile_predictions_loss: 1131.3686 - logcount_predictions_loss: 1.7107 8/2544 [..............................] - ETA: 13:11 - loss: 1199.0440 - logits_profile_predictions_loss: 1135.0491 - logcount_predictions_loss: 1.7065 9/2544 [..............................] - ETA: 13:10 - loss: 1201.4688 - logits_profile_predictions_loss: 1137.5949 - logcount_predictions_loss: 1.7033 10/2544 [..............................] - ETA: 13:09 - loss: 1204.0397 - logits_profile_predictions_loss: 1140.2044 - logcount_predictions_loss: 1.7023 11/2544 [..............................] - ETA: 13:09 - loss: 1205.7168 - logits_profile_predictions_loss: 1141.8726 - logcount_predictions_loss: 1.7025 12/2544 [..............................] - ETA: 13:08 - loss: 1207.6833 - logits_profile_predictions_loss: 1143.7395 - logcount_predictions_loss: 1.7052 13/2544 [..............................] - ETA: 13:08 - loss: 1209.3293 - logits_profile_predictions_loss: 1145.2560 - logcount_predictions_loss: 1.7086 14/2544 [..............................] - ETA: 13:07 - loss: 1210.0209 - logits_profile_predictions_loss: 1145.8917 - logcount_predictions_loss: 1.7101 15/2544 [..............................] - ETA: 13:07 - loss: 1211.0495 - logits_profile_predictions_loss: 1146.7953 - logcount_predictions_loss: 1.7134 16/2544 [..............................] - ETA: 13:06 - loss: 1212.1301 - logits_profile_predictions_loss: 1147.7013 - logcount_predictions_loss: 1.7181 17/2544 [..............................] - ETA: 13:06 - loss: 1213.5279 - logits_profile_predictions_loss: 1148.8929 - logcount_predictions_loss: 1.7236 18/2544 [..............................] - ETA: 13:05 - loss: 1214.2240 - logits_profile_predictions_loss: 1149.4618 - logcount_predictions_loss: 1.7270 19/2544 [..............................] - ETA: 13:05 - loss: 1214.9408 - logits_profile_predictions_loss: 1150.0501 - logcount_predictions_loss: 1.7304 20/2544 [..............................] - ETA: 13:04 - loss: 1215.6555 - logits_profile_predictions_loss: 1150.6200 - logcount_predictions_loss: 1.7343 21/2544 [..............................] - ETA: 13:04 - loss: 1216.6236 - logits_profile_predictions_loss: 1151.4213 - logcount_predictions_loss: 1.7387 22/2544 [..............................] - ETA: 13:03 - loss: 1217.3513 - logits_profile_predictions_loss: 1152.0012 - logcount_predictions_loss: 1.7427 23/2544 [..............................] - ETA: 13:03 - loss: 1217.5086 - logits_profile_predictions_loss: 1152.0682 - logcount_predictions_loss: 1.7451 24/2544 [..............................] - ETA: 13:02 - loss: 1217.2689 - logits_profile_predictions_loss: 1151.7792 - logcount_predictions_loss: 1.7464 25/2544 [..............................] - ETA: 13:02 - loss: 1216.8362 - logits_profile_predictions_loss: 1151.3261 - logcount_predictions_loss: 1.7469 26/2544 [..............................] - ETA: 13:02 - loss: 1216.6796 - logits_profile_predictions_loss: 1151.1121 - logcount_predictions_loss: 1.7485 27/2544 [..............................] - ETA: 13:01 - loss: 1216.3984 - logits_profile_predictions_loss: 1150.7796 - logcount_predictions_loss: 1.7498 28/2544 [..............................] - ETA: 13:01 - loss: 1215.9806 - logits_profile_predictions_loss: 1150.3319 - logcount_predictions_loss: 1.7506 29/2544 [..............................] - ETA: 13:01 - loss: 1215.5493 - logits_profile_predictions_loss: 1149.8690 - logcount_predictions_loss: 1.7515 30/2544 [..............................] - ETA: 13:00 - loss: 1215.1936 - logits_profile_predictions_loss: 1149.4763 - logcount_predictions_loss: 1.7525 31/2544 [..............................] - ETA: 13:00 - loss: 1214.9176 - logits_profile_predictions_loss: 1149.1534 - logcount_predictions_loss: 1.7537 32/2544 [..............................] - ETA: 12:59 - loss: 1214.6802 - logits_profile_predictions_loss: 1148.8678 - logcount_predictions_loss: 1.7550 33/2544 [..............................] - ETA: 12:59 - loss: 1214.2084 - logits_profile_predictions_loss: 1148.3769 - logcount_predictions_loss: 1.7555 34/2544 [..............................] - ETA: 12:59 - loss: 1213.7008 - logits_profile_predictions_loss: 1147.8473 - logcount_predictions_loss: 1.7561 35/2544 [..............................] - ETA: 12:59 - loss: 1213.2363 - logits_profile_predictions_loss: 1147.3608 - logcount_predictions_loss: 1.7567 36/2544 [..............................] - ETA: 12:58 - loss: 1212.9078 - logits_profile_predictions_loss: 1146.9916 - logcount_predictions_loss: 1.7578 37/2544 [..............................] - ETA: 12:58 - loss: 1212.6233 - logits_profile_predictions_loss: 1146.6601 - logcount_predictions_loss: 1.7590 38/2544 [..............................] - ETA: 12:57 - loss: 1212.3030 - logits_profile_predictions_loss: 1146.2971 - logcount_predictions_loss: 1.7602 39/2544 [..............................] - ETA: 12:57 - loss: 1211.9905 - logits_profile_predictions_loss: 1145.9394 - logcount_predictions_loss: 1.7614 40/2544 [..............................] - ETA: 12:57 - loss: 1211.6548 - logits_profile_predictions_loss: 1145.5640 - logcount_predictions_loss: 1.7624 41/2544 [..............................] - ETA: 12:56 - loss: 1211.3548 - logits_profile_predictions_loss: 1145.2200 - logcount_predictions_loss: 1.7636 42/2544 [..............................] - ETA: 12:56 - loss: 1211.0491 - logits_profile_predictions_loss: 1144.8762 - logcount_predictions_loss: 1.7646 43/2544 [..............................] - ETA: 12:56 - loss: 1210.7233 - logits_profile_predictions_loss: 1144.5180 - logcount_predictions_loss: 1.7655 44/2544 [..............................] - ETA: 12:56 - loss: 1210.3200 - logits_profile_predictions_loss: 1144.0940 - logcount_predictions_loss: 1.7660 45/2544 [..............................] - ETA: 12:55 - loss: 1209.8786 - logits_profile_predictions_loss: 1143.6364 - logcount_predictions_loss: 1.7665 46/2544 [..............................] - ETA: 12:55 - loss: 1209.4405 - logits_profile_predictions_loss: 1143.1819 - logcount_predictions_loss: 1.7669 47/2544 [..............................] - ETA: 12:55 - loss: 1208.9883 - logits_profile_predictions_loss: 1142.7158 - logcount_predictions_loss: 1.7673 48/2544 [..............................] - ETA: 12:54 - loss: 1208.5151 - logits_profile_predictions_loss: 1142.2330 - logcount_predictions_loss: 1.7675 49/2544 [..............................] - ETA: 12:54 - loss: 1208.0208 - logits_profile_predictions_loss: 1141.7312 - logcount_predictions_loss: 1.7677 50/2544 [..............................] - ETA: 12:54 - loss: 1207.6553 - logits_profile_predictions_loss: 1141.3491 - logcount_predictions_loss: 1.7682 51/2544 [..............................] - ETA: 12:53 - loss: 1207.2395 - logits_profile_predictions_loss: 1140.9242 - logcount_predictions_loss: 1.7684 52/2544 [..............................] - ETA: 12:53 - loss: 1206.7892 - logits_profile_predictions_loss: 1140.4707 - logcount_predictions_loss: 1.7685 53/2544 [..............................] - ETA: 12:53 - loss: 1206.3225 - logits_profile_predictions_loss: 1140.0037 - logcount_predictions_loss: 1.7685 54/2544 [..............................] - ETA: 12:52 - loss: 1205.8740 - logits_profile_predictions_loss: 1139.5552 - logcount_predictions_loss: 1.7685 55/2544 [..............................] - ETA: 12:52 - loss: 1205.4912 - logits_profile_predictions_loss: 1139.1681 - logcount_predictions_loss: 1.7686 56/2544 [..............................] - ETA: 12:52 - loss: 1205.0657 - logits_profile_predictions_loss: 1138.7428 - logcount_predictions_loss: 1.7686 57/2544 [..............................] - ETA: 12:52 - loss: 1204.5844 - logits_profile_predictions_loss: 1138.2691 - logcount_predictions_loss: 1.7684 58/2544 [..............................] - ETA: 12:51 - loss: 1204.1298 - logits_profile_predictions_loss: 1137.8190 - logcount_predictions_loss: 1.7683 59/2544 [..............................] - ETA: 12:51 - loss: 1203.6992 - logits_profile_predictions_loss: 1137.3909 - logcount_predictions_loss: 1.7682 60/2544 [..............................] - ETA: 12:51 - loss: 1203.2299 - logits_profile_predictions_loss: 1136.9287 - logcount_predictions_loss: 1.7680 61/2544 [..............................] - ETA: 12:50 - loss: 1202.7692 - logits_profile_predictions_loss: 1136.4760 - logcount_predictions_loss: 1.7678 62/2544 [..............................] - ETA: 12:50 - loss: 1202.3280 - logits_profile_predictions_loss: 1136.0413 - logcount_predictions_loss: 1.7676 63/2544 [..............................] - ETA: 12:50 - loss: 1201.9362 - logits_profile_predictions_loss: 1135.6500 - logcount_predictions_loss: 1.7676 64/2544 [..............................] - ETA: 12:50 - loss: 1201.5393 - logits_profile_predictions_loss: 1135.2557 - logcount_predictions_loss: 1.7676 65/2544 [..............................] - ETA: 12:49 - loss: 1201.1844 - logits_profile_predictions_loss: 1134.8982 - logcount_predictions_loss: 1.7676 66/2544 [..............................] - ETA: 12:49 - loss: 1200.8078 - logits_profile_predictions_loss: 1134.5226 - logcount_predictions_loss: 1.7676 67/2544 [..............................] - ETA: 12:49 - loss: 1200.4685 - logits_profile_predictions_loss: 1134.1807 - logcount_predictions_loss: 1.7677 68/2544 [..............................] - ETA: 12:48 - loss: 1200.1324 - logits_profile_predictions_loss: 1133.8420 - logcount_predictions_loss: 1.7677 69/2544 [..............................] - ETA: 12:48 - loss: 1199.8081 - logits_profile_predictions_loss: 1133.5163 - logcount_predictions_loss: 1.7678 70/2544 [..............................] - ETA: 12:48 - loss: 1199.5042 - logits_profile_predictions_loss: 1133.2090 - logcount_predictions_loss: 1.7679 71/2544 [..............................] - ETA: 12:47 - loss: 1199.2258 - logits_profile_predictions_loss: 1132.9247 - logcount_predictions_loss: 1.7680 72/2544 [..............................] - ETA: 12:47 - loss: 1198.9690 - 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[===>..........................] - ETA: 11:08 - loss: 1164.5688 - logits_profile_predictions_loss: 1098.1399 - logcount_predictions_loss: 1.7714 408/2544 [===>..........................] - ETA: 11:08 - loss: 1164.4924 - logits_profile_predictions_loss: 1098.0659 - logcount_predictions_loss: 1.7714 409/2544 [===>..........................] - ETA: 11:07 - loss: 1164.4169 - logits_profile_predictions_loss: 1097.9926 - logcount_predictions_loss: 1.7713 410/2544 [===>..........................] - ETA: 11:07 - loss: 1164.3412 - logits_profile_predictions_loss: 1097.9193 - logcount_predictions_loss: 1.7712 411/2544 [===>..........................] - ETA: 11:07 - loss: 1164.2659 - logits_profile_predictions_loss: 1097.8462 - logcount_predictions_loss: 1.7712 412/2544 [===>..........................] - ETA: 11:06 - loss: 1164.1918 - logits_profile_predictions_loss: 1097.7742 - logcount_predictions_loss: 1.7711 413/2544 [===>..........................] - ETA: 11:06 - loss: 1164.1176 - 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1163.1709 - logits_profile_predictions_loss: 1096.7830 - logcount_predictions_loss: 1.7703 427/2544 [====>.........................] - ETA: 11:02 - loss: 1163.0986 - logits_profile_predictions_loss: 1096.7129 - logcount_predictions_loss: 1.7703 428/2544 [====>.........................] - ETA: 11:01 - loss: 1163.0265 - logits_profile_predictions_loss: 1096.6428 - logcount_predictions_loss: 1.7702 429/2544 [====>.........................] - ETA: 11:01 - loss: 1162.9537 - logits_profile_predictions_loss: 1096.5722 - logcount_predictions_loss: 1.7702 430/2544 [====>.........................] - ETA: 11:01 - loss: 1162.8817 - logits_profile_predictions_loss: 1096.5023 - logcount_predictions_loss: 1.7701 431/2544 [====>.........................] - ETA: 11:00 - loss: 1162.8104 - logits_profile_predictions_loss: 1096.4330 - logcount_predictions_loss: 1.7701 432/2544 [====>.........................] - ETA: 11:00 - loss: 1162.7397 - logits_profile_predictions_loss: 1096.3642 - logcount_predictions_loss: 1.7700 433/2544 [====>.........................] - ETA: 11:00 - loss: 1162.6706 - logits_profile_predictions_loss: 1096.2968 - logcount_predictions_loss: 1.7700 434/2544 [====>.........................] - ETA: 11:00 - loss: 1162.6010 - logits_profile_predictions_loss: 1096.2290 - logcount_predictions_loss: 1.7699 435/2544 [====>.........................] - ETA: 10:59 - loss: 1162.5313 - logits_profile_predictions_loss: 1096.1611 - logcount_predictions_loss: 1.7699 436/2544 [====>.........................] - ETA: 10:59 - loss: 1162.4614 - logits_profile_predictions_loss: 1096.0931 - logcount_predictions_loss: 1.7698 437/2544 [====>.........................] - ETA: 10:59 - loss: 1162.3922 - logits_profile_predictions_loss: 1096.0256 - logcount_predictions_loss: 1.7698 438/2544 [====>.........................] - ETA: 10:58 - loss: 1162.3230 - logits_profile_predictions_loss: 1095.9582 - logcount_predictions_loss: 1.7697 439/2544 [====>.........................] 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- logcount_predictions_loss: 1.7694 446/2544 [====>.........................] - ETA: 10:56 - loss: 1161.7752 - logits_profile_predictions_loss: 1095.4246 - logcount_predictions_loss: 1.7693 447/2544 [====>.........................] - ETA: 10:56 - loss: 1161.7070 - logits_profile_predictions_loss: 1095.3581 - logcount_predictions_loss: 1.7693 448/2544 [====>.........................] - ETA: 10:55 - loss: 1161.6385 - logits_profile_predictions_loss: 1095.2915 - logcount_predictions_loss: 1.7692 449/2544 [====>.........................] - ETA: 10:55 - loss: 1161.5699 - logits_profile_predictions_loss: 1095.2247 - logcount_predictions_loss: 1.7692 450/2544 [====>.........................] - ETA: 10:55 - loss: 1161.5024 - logits_profile_predictions_loss: 1095.1588 - logcount_predictions_loss: 1.7692 451/2544 [====>.........................] - ETA: 10:54 - loss: 1161.4344 - logits_profile_predictions_loss: 1095.0927 - logcount_predictions_loss: 1.7691 452/2544 [====>.........................] - ETA: 10:54 - loss: 1161.3678 - logits_profile_predictions_loss: 1095.0277 - logcount_predictions_loss: 1.7691 453/2544 [====>.........................] - ETA: 10:54 - loss: 1161.3013 - logits_profile_predictions_loss: 1094.9628 - logcount_predictions_loss: 1.7690 454/2544 [====>.........................] - ETA: 10:53 - loss: 1161.2348 - logits_profile_predictions_loss: 1094.8979 - logcount_predictions_loss: 1.7690 455/2544 [====>.........................] - ETA: 10:53 - loss: 1161.1686 - logits_profile_predictions_loss: 1094.8332 - logcount_predictions_loss: 1.7689 456/2544 [====>.........................] - ETA: 10:53 - loss: 1161.1024 - logits_profile_predictions_loss: 1094.7686 - logcount_predictions_loss: 1.7689 457/2544 [====>.........................] - ETA: 10:52 - loss: 1161.0361 - logits_profile_predictions_loss: 1094.7039 - logcount_predictions_loss: 1.7689 458/2544 [====>.........................] - ETA: 10:52 - loss: 1160.9695 - 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loss: 1084.1052 - logits_profile_predictions_loss: 1042.4630 - logcount_predictions_loss: 1.1105 2544/2544 [==============================] - ETA: 0s - loss: 1084.0862 - logits_profile_predictions_loss: 1042.4516 - logcount_predictions_loss: 1.1103 2544/2544 [==============================] - 1133s 397ms/step - loss: 1084.0672 - logits_profile_predictions_loss: 1042.4403 - logcount_predictions_loss: 1.1100 - val_loss: 1069.2495 - val_logits_profile_predictions_loss: 1062.1799 - val_logcount_predictions_loss: 0.1885 Epoch 00001: val_loss improved from inf to 1069.24951, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2/chrombpnet.h5 Epoch 2/50 1/2544 [..............................] - ETA: 13:30 - loss: 965.9468 - logits_profile_predictions_loss: 955.3000 - logcount_predictions_loss: 0.2839 2/2544 [..............................] - ETA: 12:57 - loss: 975.6725 - logits_profile_predictions_loss: 965.9322 - 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0.2370 16/2544 [..............................] - ETA: 12:57 - loss: 1003.9023 - logits_profile_predictions_loss: 995.0597 - logcount_predictions_loss: 0.2358 17/2544 [..............................] - ETA: 12:57 - loss: 1004.3693 - logits_profile_predictions_loss: 995.5463 - logcount_predictions_loss: 0.2353 18/2544 [..............................] - ETA: 12:57 - loss: 1004.3843 - logits_profile_predictions_loss: 995.5853 - logcount_predictions_loss: 0.2346 19/2544 [..............................] - ETA: 12:57 - loss: 1004.0860 - logits_profile_predictions_loss: 995.3079 - logcount_predictions_loss: 0.2341 20/2544 [..............................] - ETA: 12:56 - loss: 1003.4457 - logits_profile_predictions_loss: 994.6883 - logcount_predictions_loss: 0.2335 21/2544 [..............................] - ETA: 12:56 - loss: 1003.0966 - logits_profile_predictions_loss: 994.3556 - logcount_predictions_loss: 0.2331 22/2544 [..............................] - ETA: 12:56 - loss: 1002.8315 - logits_profile_predictions_loss: 994.0933 - logcount_predictions_loss: 0.2330 23/2544 [..............................] - ETA: 12:56 - loss: 1002.6792 - logits_profile_predictions_loss: 993.9495 - logcount_predictions_loss: 0.2328 24/2544 [..............................] - ETA: 12:55 - loss: 1002.5877 - logits_profile_predictions_loss: 993.8642 - logcount_predictions_loss: 0.2326 25/2544 [..............................] - ETA: 12:55 - loss: 1002.5040 - logits_profile_predictions_loss: 993.7912 - logcount_predictions_loss: 0.2323 26/2544 [..............................] - ETA: 12:55 - loss: 1002.3394 - logits_profile_predictions_loss: 993.6411 - logcount_predictions_loss: 0.2320 27/2544 [..............................] - ETA: 12:55 - loss: 1002.1355 - logits_profile_predictions_loss: 993.4451 - logcount_predictions_loss: 0.2317 28/2544 [..............................] - ETA: 12:54 - loss: 1002.0351 - logits_profile_predictions_loss: 993.3522 - logcount_predictions_loss: 0.2315 29/2544 [..............................] - ETA: 12:54 - loss: 1001.9684 - logits_profile_predictions_loss: 993.2932 - logcount_predictions_loss: 0.2313 30/2544 [..............................] - ETA: 12:54 - loss: 1001.7493 - logits_profile_predictions_loss: 993.0841 - logcount_predictions_loss: 0.2311 31/2544 [..............................] - ETA: 12:53 - loss: 1001.4961 - logits_profile_predictions_loss: 992.8449 - logcount_predictions_loss: 0.2307 32/2544 [..............................] - ETA: 12:53 - loss: 1001.3382 - logits_profile_predictions_loss: 992.7026 - logcount_predictions_loss: 0.2303 33/2544 [..............................] - ETA: 12:53 - loss: 1001.1840 - logits_profile_predictions_loss: 992.5630 - logcount_predictions_loss: 0.2299 34/2544 [..............................] - ETA: 12:53 - loss: 1001.0647 - logits_profile_predictions_loss: 992.4593 - logcount_predictions_loss: 0.2295 35/2544 [..............................] - ETA: 12:52 - loss: 1000.9585 - 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[..............................] - ETA: 12:50 - loss: 1000.4789 - logits_profile_predictions_loss: 991.9735 - logcount_predictions_loss: 0.2268 43/2544 [..............................] - ETA: 12:50 - loss: 1000.5125 - logits_profile_predictions_loss: 992.0115 - logcount_predictions_loss: 0.2267 44/2544 [..............................] - ETA: 12:50 - loss: 1000.5110 - logits_profile_predictions_loss: 992.0129 - logcount_predictions_loss: 0.2266 45/2544 [..............................] - ETA: 12:50 - loss: 1000.4622 - logits_profile_predictions_loss: 991.9661 - logcount_predictions_loss: 0.2266 46/2544 [..............................] - ETA: 12:49 - loss: 1000.3812 - logits_profile_predictions_loss: 991.8868 - logcount_predictions_loss: 0.2265 47/2544 [..............................] - ETA: 12:49 - loss: 1000.2585 - logits_profile_predictions_loss: 991.7658 - logcount_predictions_loss: 0.2265 48/2544 [..............................] - ETA: 12:49 - loss: 1000.1196 - 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[..............................] - ETA: 12:47 - loss: 998.9870 - logits_profile_predictions_loss: 990.5147 - logcount_predictions_loss: 0.2259 56/2544 [..............................] - ETA: 12:47 - loss: 998.9192 - logits_profile_predictions_loss: 990.4506 - logcount_predictions_loss: 0.2258 57/2544 [..............................] - ETA: 12:46 - loss: 998.8727 - logits_profile_predictions_loss: 990.4081 - logcount_predictions_loss: 0.2257 58/2544 [..............................] - ETA: 12:46 - loss: 998.8067 - logits_profile_predictions_loss: 990.3457 - logcount_predictions_loss: 0.2256 59/2544 [..............................] - ETA: 12:46 - loss: 998.7658 - logits_profile_predictions_loss: 990.3083 - logcount_predictions_loss: 0.2255 60/2544 [..............................] - ETA: 12:45 - loss: 998.7206 - logits_profile_predictions_loss: 990.2675 - logcount_predictions_loss: 0.2254 61/2544 [..............................] - ETA: 12:45 - loss: 998.6855 - 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[..............................] - ETA: 12:40 - loss: 998.4414 - logits_profile_predictions_loss: 990.0651 - logcount_predictions_loss: 0.2234 82/2544 [..............................] - ETA: 12:39 - loss: 998.4310 - logits_profile_predictions_loss: 990.0596 - logcount_predictions_loss: 0.2232 83/2544 [..............................] - ETA: 12:39 - loss: 998.4158 - logits_profile_predictions_loss: 990.0486 - logcount_predictions_loss: 0.2231 84/2544 [..............................] - ETA: 12:39 - loss: 998.4010 - logits_profile_predictions_loss: 990.0384 - logcount_predictions_loss: 0.2230 85/2544 [>.............................] - ETA: 12:39 - loss: 998.3909 - logits_profile_predictions_loss: 990.0327 - logcount_predictions_loss: 0.2229 86/2544 [>.............................] - ETA: 12:38 - loss: 998.3780 - logits_profile_predictions_loss: 990.0240 - logcount_predictions_loss: 0.2228 87/2544 [>.............................] - ETA: 12:38 - loss: 998.3552 - 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[>.............................] - ETA: 12:33 - loss: 998.0871 - logits_profile_predictions_loss: 989.8161 - logcount_predictions_loss: 0.2206 108/2544 [>.............................] - ETA: 12:32 - loss: 998.1017 - logits_profile_predictions_loss: 989.8346 - logcount_predictions_loss: 0.2205 109/2544 [>.............................] - ETA: 12:32 - loss: 998.1090 - logits_profile_predictions_loss: 989.8458 - logcount_predictions_loss: 0.2204 110/2544 [>.............................] - ETA: 12:32 - loss: 998.1100 - logits_profile_predictions_loss: 989.8506 - logcount_predictions_loss: 0.2203 111/2544 [>.............................] - ETA: 12:32 - loss: 998.1115 - logits_profile_predictions_loss: 989.8557 - logcount_predictions_loss: 0.2202 112/2544 [>.............................] - ETA: 12:31 - loss: 998.1109 - logits_profile_predictions_loss: 989.8586 - logcount_predictions_loss: 0.2201 113/2544 [>.............................] - ETA: 12:31 - loss: 998.1037 - 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logits_profile_predictions_loss: 987.4905 - logcount_predictions_loss: 0.2150 335/2544 [==>...........................] - ETA: 11:26 - loss: 995.5464 - logits_profile_predictions_loss: 987.4831 - logcount_predictions_loss: 0.2150 336/2544 [==>...........................] - ETA: 11:26 - loss: 995.5377 - logits_profile_predictions_loss: 987.4744 - logcount_predictions_loss: 0.2150 337/2544 [==>...........................] - ETA: 11:25 - loss: 995.5293 - logits_profile_predictions_loss: 987.4660 - logcount_predictions_loss: 0.2150 338/2544 [==>...........................] - ETA: 11:25 - loss: 995.5215 - logits_profile_predictions_loss: 987.4582 - logcount_predictions_loss: 0.2150 339/2544 [==>...........................] - ETA: 11:25 - loss: 995.5144 - logits_profile_predictions_loss: 987.4511 - logcount_predictions_loss: 0.2150 340/2544 [===>..........................] - ETA: 11:24 - loss: 995.5075 - logits_profile_predictions_loss: 987.4443 - logcount_predictions_loss: 0.2150 341/2544 [===>..........................] - ETA: 11:24 - loss: 995.5008 - logits_profile_predictions_loss: 987.4376 - logcount_predictions_loss: 0.2150 342/2544 [===>..........................] - ETA: 11:24 - loss: 995.4947 - logits_profile_predictions_loss: 987.4315 - logcount_predictions_loss: 0.2150 343/2544 [===>..........................] - ETA: 11:23 - loss: 995.4887 - logits_profile_predictions_loss: 987.4255 - logcount_predictions_loss: 0.2150 344/2544 [===>..........................] - ETA: 11:23 - loss: 995.4825 - logits_profile_predictions_loss: 987.4194 - logcount_predictions_loss: 0.2150 345/2544 [===>..........................] - ETA: 11:23 - loss: 995.4763 - logits_profile_predictions_loss: 987.4133 - logcount_predictions_loss: 0.2150 346/2544 [===>..........................] - ETA: 11:22 - loss: 995.4704 - logits_profile_predictions_loss: 987.4075 - logcount_predictions_loss: 0.2150 347/2544 [===>..........................] - ETA: 11:22 - loss: 995.4645 - logits_profile_predictions_loss: 987.4016 - logcount_predictions_loss: 0.2150 348/2544 [===>..........................] - ETA: 11:22 - loss: 995.4579 - logits_profile_predictions_loss: 987.3951 - logcount_predictions_loss: 0.2150 349/2544 [===>..........................] - ETA: 11:22 - loss: 995.4516 - logits_profile_predictions_loss: 987.3889 - logcount_predictions_loss: 0.2150 350/2544 [===>..........................] - ETA: 11:21 - loss: 995.4465 - logits_profile_predictions_loss: 987.3839 - logcount_predictions_loss: 0.2150 351/2544 [===>..........................] - ETA: 11:21 - loss: 995.4413 - logits_profile_predictions_loss: 987.3788 - logcount_predictions_loss: 0.2150 352/2544 [===>..........................] - ETA: 11:21 - loss: 995.4363 - logits_profile_predictions_loss: 987.3739 - logcount_predictions_loss: 0.2150 353/2544 [===>..........................] - ETA: 11:20 - loss: 995.4315 - logits_profile_predictions_loss: 987.3692 - logcount_predictions_loss: 0.2150 354/2544 [===>..........................] - ETA: 11:20 - loss: 995.4265 - logits_profile_predictions_loss: 987.3642 - logcount_predictions_loss: 0.2150 355/2544 [===>..........................] - ETA: 11:20 - loss: 995.4213 - logits_profile_predictions_loss: 987.3592 - logcount_predictions_loss: 0.2150 356/2544 [===>..........................] - ETA: 11:19 - loss: 995.4156 - logits_profile_predictions_loss: 987.3537 - logcount_predictions_loss: 0.2150 357/2544 [===>..........................] - ETA: 11:19 - loss: 995.4104 - logits_profile_predictions_loss: 987.3486 - logcount_predictions_loss: 0.2150 358/2544 [===>..........................] - ETA: 11:19 - loss: 995.4050 - logits_profile_predictions_loss: 987.3434 - logcount_predictions_loss: 0.2150 359/2544 [===>..........................] - ETA: 11:19 - loss: 995.3988 - logits_profile_predictions_loss: 987.3373 - logcount_predictions_loss: 0.2150 360/2544 [===>..........................] - ETA: 11:18 - loss: 995.3925 - logits_profile_predictions_loss: 987.3312 - logcount_predictions_loss: 0.2150 361/2544 [===>..........................] - ETA: 11:18 - loss: 995.3858 - logits_profile_predictions_loss: 987.3246 - logcount_predictions_loss: 0.2150 362/2544 [===>..........................] - ETA: 11:18 - loss: 995.3796 - logits_profile_predictions_loss: 987.3185 - logcount_predictions_loss: 0.2150 363/2544 [===>..........................] - ETA: 11:17 - loss: 995.3731 - logits_profile_predictions_loss: 987.3121 - logcount_predictions_loss: 0.2150 364/2544 [===>..........................] - ETA: 11:17 - loss: 995.3664 - logits_profile_predictions_loss: 987.3055 - logcount_predictions_loss: 0.2150 365/2544 [===>..........................] - ETA: 11:17 - loss: 995.3600 - logits_profile_predictions_loss: 987.2992 - logcount_predictions_loss: 0.2150 366/2544 [===>..........................] - ETA: 11:16 - loss: 995.3535 - logits_profile_predictions_loss: 987.2929 - logcount_predictions_loss: 0.2150 367/2544 [===>..........................] - ETA: 11:16 - loss: 995.3464 - logits_profile_predictions_loss: 987.2860 - logcount_predictions_loss: 0.2149 368/2544 [===>..........................] - ETA: 11:16 - loss: 995.3384 - logits_profile_predictions_loss: 987.2781 - logcount_predictions_loss: 0.2149 369/2544 [===>..........................] - ETA: 11:16 - loss: 995.3311 - logits_profile_predictions_loss: 987.2709 - logcount_predictions_loss: 0.2149 370/2544 [===>..........................] - ETA: 11:15 - loss: 995.3248 - logits_profile_predictions_loss: 987.2647 - logcount_predictions_loss: 0.2149 371/2544 [===>..........................] - ETA: 11:15 - loss: 995.3186 - logits_profile_predictions_loss: 987.2586 - logcount_predictions_loss: 0.2149 372/2544 [===>..........................] - ETA: 11:15 - loss: 995.3117 - logits_profile_predictions_loss: 987.2518 - logcount_predictions_loss: 0.2149 373/2544 [===>..........................] - ETA: 11:14 - loss: 995.3046 - logits_profile_predictions_loss: 987.2448 - logcount_predictions_loss: 0.2149 374/2544 [===>..........................] - ETA: 11:14 - loss: 995.2989 - logits_profile_predictions_loss: 987.2391 - logcount_predictions_loss: 0.2149 375/2544 [===>..........................] - ETA: 11:14 - loss: 995.2926 - logits_profile_predictions_loss: 987.2329 - logcount_predictions_loss: 0.2149 376/2544 [===>..........................] - ETA: 11:13 - loss: 995.2862 - logits_profile_predictions_loss: 987.2266 - logcount_predictions_loss: 0.2149 377/2544 [===>..........................] - ETA: 11:13 - loss: 995.2794 - logits_profile_predictions_loss: 987.2199 - logcount_predictions_loss: 0.2149 378/2544 [===>..........................] - ETA: 11:13 - loss: 995.2729 - logits_profile_predictions_loss: 987.2135 - logcount_predictions_loss: 0.2149 379/2544 [===>..........................] - ETA: 11:12 - loss: 995.2663 - logits_profile_predictions_loss: 987.2069 - logcount_predictions_loss: 0.2149 380/2544 [===>..........................] - ETA: 11:12 - loss: 995.2597 - logits_profile_predictions_loss: 987.2004 - logcount_predictions_loss: 0.2149 381/2544 [===>..........................] - ETA: 11:12 - loss: 995.2542 - logits_profile_predictions_loss: 987.1950 - logcount_predictions_loss: 0.2149 382/2544 [===>..........................] - ETA: 11:12 - loss: 995.2485 - logits_profile_predictions_loss: 987.1894 - logcount_predictions_loss: 0.2149 383/2544 [===>..........................] - ETA: 11:11 - loss: 995.2435 - logits_profile_predictions_loss: 987.1845 - logcount_predictions_loss: 0.2149 384/2544 [===>..........................] - ETA: 11:11 - loss: 995.2379 - logits_profile_predictions_loss: 987.1790 - logcount_predictions_loss: 0.2149 385/2544 [===>..........................] - ETA: 11:11 - loss: 995.2327 - logits_profile_predictions_loss: 987.1740 - logcount_predictions_loss: 0.2149 386/2544 [===>..........................] - ETA: 11:10 - loss: 995.2273 - logits_profile_predictions_loss: 987.1687 - logcount_predictions_loss: 0.2149 387/2544 [===>..........................] - ETA: 11:10 - loss: 995.2222 - logits_profile_predictions_loss: 987.1637 - logcount_predictions_loss: 0.2149 388/2544 [===>..........................] - ETA: 11:10 - loss: 995.2174 - logits_profile_predictions_loss: 987.1590 - logcount_predictions_loss: 0.2149 389/2544 [===>..........................] - ETA: 11:09 - loss: 995.2123 - logits_profile_predictions_loss: 987.1541 - logcount_predictions_loss: 0.2149 390/2544 [===>..........................] - ETA: 11:09 - loss: 995.2070 - logits_profile_predictions_loss: 987.1489 - logcount_predictions_loss: 0.2149 391/2544 [===>..........................] - ETA: 11:09 - loss: 995.2019 - logits_profile_predictions_loss: 987.1439 - logcount_predictions_loss: 0.2149 392/2544 [===>..........................] - ETA: 11:08 - loss: 995.1966 - logits_profile_predictions_loss: 987.1387 - logcount_predictions_loss: 0.2149 393/2544 [===>..........................] - ETA: 11:08 - loss: 995.1917 - logits_profile_predictions_loss: 987.1340 - logcount_predictions_loss: 0.2149 394/2544 [===>..........................] - ETA: 11:08 - loss: 995.1866 - logits_profile_predictions_loss: 987.1289 - logcount_predictions_loss: 0.2149 395/2544 [===>..........................] - ETA: 11:08 - loss: 995.1813 - logits_profile_predictions_loss: 987.1238 - logcount_predictions_loss: 0.2149 396/2544 [===>..........................] - ETA: 11:06 - loss: 995.1761 - logits_profile_predictions_loss: 987.1187 - logcount_predictions_loss: 0.2149 397/2544 [===>..........................] - ETA: 11:06 - loss: 995.1709 - logits_profile_predictions_loss: 987.1137 - logcount_predictions_loss: 0.2149 398/2544 [===>..........................] - ETA: 11:06 - loss: 995.1664 - logits_profile_predictions_loss: 987.1093 - logcount_predictions_loss: 0.2149 399/2544 [===>..........................] - ETA: 11:05 - loss: 995.1611 - logits_profile_predictions_loss: 987.1041 - logcount_predictions_loss: 0.2149 400/2544 [===>..........................] - ETA: 11:05 - loss: 995.1548 - logits_profile_predictions_loss: 987.0979 - logcount_predictions_loss: 0.2149 401/2544 [===>..........................] - ETA: 11:05 - loss: 995.1480 - logits_profile_predictions_loss: 987.0912 - logcount_predictions_loss: 0.2148 402/2544 [===>..........................] - ETA: 11:04 - loss: 995.1410 - logits_profile_predictions_loss: 987.0843 - logcount_predictions_loss: 0.2148 403/2544 [===>..........................] - ETA: 11:04 - loss: 995.1334 - logits_profile_predictions_loss: 987.0768 - logcount_predictions_loss: 0.2148 404/2544 [===>..........................] - ETA: 11:04 - loss: 995.1254 - logits_profile_predictions_loss: 987.0689 - logcount_predictions_loss: 0.2148 405/2544 [===>..........................] - ETA: 11:03 - loss: 995.1173 - logits_profile_predictions_loss: 987.0609 - logcount_predictions_loss: 0.2148 406/2544 [===>..........................] - ETA: 11:03 - loss: 995.1084 - logits_profile_predictions_loss: 987.0521 - logcount_predictions_loss: 0.2148 407/2544 [===>..........................] - ETA: 11:03 - loss: 995.0995 - logits_profile_predictions_loss: 987.0433 - logcount_predictions_loss: 0.2148 408/2544 [===>..........................] - ETA: 11:03 - loss: 995.0913 - logits_profile_predictions_loss: 987.0351 - logcount_predictions_loss: 0.2148 409/2544 [===>..........................] - ETA: 11:02 - loss: 995.0826 - logits_profile_predictions_loss: 987.0266 - logcount_predictions_loss: 0.2148 410/2544 [===>..........................] - ETA: 11:02 - loss: 995.0741 - logits_profile_predictions_loss: 987.0182 - logcount_predictions_loss: 0.2148 411/2544 [===>..........................] - ETA: 11:02 - loss: 995.0659 - logits_profile_predictions_loss: 987.0101 - logcount_predictions_loss: 0.2148 412/2544 [===>..........................] - ETA: 11:01 - loss: 995.0571 - logits_profile_predictions_loss: 987.0014 - logcount_predictions_loss: 0.2148 413/2544 [===>..........................] - ETA: 11:01 - loss: 995.0480 - logits_profile_predictions_loss: 986.9924 - logcount_predictions_loss: 0.2148 414/2544 [===>..........................] - ETA: 11:01 - loss: 995.0387 - logits_profile_predictions_loss: 986.9832 - logcount_predictions_loss: 0.2148 415/2544 [===>..........................] - ETA: 11:00 - loss: 995.0290 - logits_profile_predictions_loss: 986.9736 - logcount_predictions_loss: 0.2148 416/2544 [===>..........................] - ETA: 11:00 - loss: 995.0196 - logits_profile_predictions_loss: 986.9642 - logcount_predictions_loss: 0.2148 417/2544 [===>..........................] - ETA: 11:00 - loss: 995.0098 - logits_profile_predictions_loss: 986.9544 - logcount_predictions_loss: 0.2148 418/2544 [===>..........................] - ETA: 11:00 - loss: 995.0009 - logits_profile_predictions_loss: 986.9456 - logcount_predictions_loss: 0.2148 419/2544 [===>..........................] - ETA: 10:59 - loss: 994.9919 - logits_profile_predictions_loss: 986.9366 - logcount_predictions_loss: 0.2148 420/2544 [===>..........................] - ETA: 10:59 - loss: 994.9827 - logits_profile_predictions_loss: 986.9275 - logcount_predictions_loss: 0.2148 421/2544 [===>..........................] - ETA: 10:59 - loss: 994.9733 - logits_profile_predictions_loss: 986.9181 - logcount_predictions_loss: 0.2148 422/2544 [===>..........................] - ETA: 10:58 - loss: 994.9645 - logits_profile_predictions_loss: 986.9093 - logcount_predictions_loss: 0.2148 423/2544 [===>..........................] - ETA: 10:58 - loss: 994.9556 - logits_profile_predictions_loss: 986.9005 - logcount_predictions_loss: 0.2148 424/2544 [====>.........................] - ETA: 10:58 - loss: 994.9473 - logits_profile_predictions_loss: 986.8922 - logcount_predictions_loss: 0.2148 425/2544 [====>.........................] - ETA: 10:57 - loss: 994.9380 - logits_profile_predictions_loss: 986.8829 - logcount_predictions_loss: 0.2148 426/2544 [====>.........................] - ETA: 10:57 - loss: 994.9294 - logits_profile_predictions_loss: 986.8743 - logcount_predictions_loss: 0.2148 427/2544 [====>.........................] - ETA: 10:57 - loss: 994.9208 - logits_profile_predictions_loss: 986.8658 - logcount_predictions_loss: 0.2148 428/2544 [====>.........................] - ETA: 10:57 - loss: 994.9124 - logits_profile_predictions_loss: 986.8574 - logcount_predictions_loss: 0.2148 429/2544 [====>.........................] - ETA: 10:56 - loss: 994.9038 - logits_profile_predictions_loss: 986.8488 - logcount_predictions_loss: 0.2148 430/2544 [====>.........................] - ETA: 10:56 - loss: 994.8954 - logits_profile_predictions_loss: 986.8404 - logcount_predictions_loss: 0.2148 431/2544 [====>.........................] - ETA: 10:56 - loss: 994.8871 - logits_profile_predictions_loss: 986.8321 - logcount_predictions_loss: 0.2148 432/2544 [====>.........................] - ETA: 10:55 - loss: 994.8784 - logits_profile_predictions_loss: 986.8234 - logcount_predictions_loss: 0.2148 433/2544 [====>.........................] - ETA: 10:55 - loss: 994.8699 - logits_profile_predictions_loss: 986.8149 - logcount_predictions_loss: 0.2148 434/2544 [====>.........................] - ETA: 10:55 - loss: 994.8613 - logits_profile_predictions_loss: 986.8063 - logcount_predictions_loss: 0.2148 435/2544 [====>.........................] - ETA: 10:54 - loss: 994.8524 - logits_profile_predictions_loss: 986.7973 - logcount_predictions_loss: 0.2148 436/2544 [====>.........................] - ETA: 10:54 - loss: 994.8437 - logits_profile_predictions_loss: 986.7886 - logcount_predictions_loss: 0.2148 437/2544 [====>.........................] - ETA: 10:54 - loss: 994.8352 - logits_profile_predictions_loss: 986.7801 - logcount_predictions_loss: 0.2148 438/2544 [====>.........................] - ETA: 10:54 - loss: 994.8265 - logits_profile_predictions_loss: 986.7712 - logcount_predictions_loss: 0.2148 439/2544 [====>.........................] - ETA: 10:53 - loss: 994.8179 - logits_profile_predictions_loss: 986.7625 - logcount_predictions_loss: 0.2148 440/2544 [====>.........................] - ETA: 10:53 - loss: 994.8088 - logits_profile_predictions_loss: 986.7534 - logcount_predictions_loss: 0.2148 441/2544 [====>.........................] - ETA: 10:53 - loss: 994.7986 - logits_profile_predictions_loss: 986.7431 - logcount_predictions_loss: 0.2148 442/2544 [====>.........................] - ETA: 10:52 - loss: 994.7879 - logits_profile_predictions_loss: 986.7323 - logcount_predictions_loss: 0.2148 443/2544 [====>.........................] - ETA: 10:52 - loss: 994.7772 - logits_profile_predictions_loss: 986.7215 - logcount_predictions_loss: 0.2148 444/2544 [====>.........................] - ETA: 10:52 - loss: 994.7665 - logits_profile_predictions_loss: 986.7105 - logcount_predictions_loss: 0.2148 445/2544 [====>.........................] - ETA: 10:51 - loss: 994.7556 - logits_profile_predictions_loss: 986.6995 - logcount_predictions_loss: 0.2148 446/2544 [====>.........................] - ETA: 10:51 - loss: 994.7445 - logits_profile_predictions_loss: 986.6882 - logcount_predictions_loss: 0.2148 447/2544 [====>.........................] - ETA: 10:51 - loss: 994.7336 - logits_profile_predictions_loss: 986.6771 - logcount_predictions_loss: 0.2148 448/2544 [====>.........................] - ETA: 10:50 - loss: 994.7223 - logits_profile_predictions_loss: 986.6657 - logcount_predictions_loss: 0.2148 449/2544 [====>.........................] - ETA: 10:50 - loss: 994.7112 - logits_profile_predictions_loss: 986.6543 - logcount_predictions_loss: 0.2148 450/2544 [====>.........................] - ETA: 10:50 - loss: 994.7008 - logits_profile_predictions_loss: 986.6438 - logcount_predictions_loss: 0.2149 451/2544 [====>.........................] - ETA: 10:50 - loss: 994.6905 - logits_profile_predictions_loss: 986.6333 - logcount_predictions_loss: 0.2149 452/2544 [====>.........................] - ETA: 10:49 - loss: 994.6805 - logits_profile_predictions_loss: 986.6231 - logcount_predictions_loss: 0.2149 453/2544 [====>.........................] - ETA: 10:49 - loss: 994.6709 - logits_profile_predictions_loss: 986.6133 - logcount_predictions_loss: 0.2149 454/2544 [====>.........................] - ETA: 10:49 - loss: 994.6611 - logits_profile_predictions_loss: 986.6035 - logcount_predictions_loss: 0.2149 455/2544 [====>.........................] - ETA: 10:48 - loss: 994.6514 - logits_profile_predictions_loss: 986.5936 - logcount_predictions_loss: 0.2149 456/2544 [====>.........................] - ETA: 10:48 - loss: 994.6413 - logits_profile_predictions_loss: 986.5834 - logcount_predictions_loss: 0.2149 457/2544 [====>.........................] - ETA: 10:48 - loss: 994.6310 - logits_profile_predictions_loss: 986.5730 - logcount_predictions_loss: 0.2149 458/2544 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[====>.........................] - ETA: 10:40 - loss: 994.3885 - logits_profile_predictions_loss: 986.3277 - logcount_predictions_loss: 0.2150 485/2544 [====>.........................] - ETA: 10:39 - loss: 994.3801 - logits_profile_predictions_loss: 986.3192 - logcount_predictions_loss: 0.2150 486/2544 [====>.........................] - ETA: 10:39 - loss: 994.3719 - logits_profile_predictions_loss: 986.3108 - logcount_predictions_loss: 0.2150 487/2544 [====>.........................] - ETA: 10:39 - loss: 994.3639 - logits_profile_predictions_loss: 986.3027 - logcount_predictions_loss: 0.2150 488/2544 [====>.........................] - ETA: 10:38 - loss: 994.3558 - logits_profile_predictions_loss: 986.2945 - logcount_predictions_loss: 0.2150 489/2544 [====>.........................] - ETA: 10:38 - loss: 994.3477 - logits_profile_predictions_loss: 986.2863 - logcount_predictions_loss: 0.2150 490/2544 [====>.........................] - ETA: 10:38 - loss: 994.3400 - 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[=====>........................] - ETA: 10:28 - loss: 994.1561 - logits_profile_predictions_loss: 986.0937 - logcount_predictions_loss: 0.2150 524/2544 [=====>........................] - ETA: 10:27 - loss: 994.1517 - logits_profile_predictions_loss: 986.0894 - logcount_predictions_loss: 0.2150 525/2544 [=====>........................] - ETA: 10:27 - loss: 994.1476 - logits_profile_predictions_loss: 986.0853 - logcount_predictions_loss: 0.2150 526/2544 [=====>........................] - ETA: 10:27 - loss: 994.1436 - logits_profile_predictions_loss: 986.0813 - logcount_predictions_loss: 0.2150 527/2544 [=====>........................] - ETA: 10:26 - loss: 994.1394 - logits_profile_predictions_loss: 986.0772 - logcount_predictions_loss: 0.2150 528/2544 [=====>........................] - ETA: 10:26 - loss: 994.1350 - logits_profile_predictions_loss: 986.0728 - logcount_predictions_loss: 0.2150 529/2544 [=====>........................] - ETA: 10:26 - loss: 994.1301 - 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[=====>........................] - ETA: 10:24 - loss: 994.0970 - logits_profile_predictions_loss: 986.0352 - logcount_predictions_loss: 0.2150 537/2544 [=====>........................] - ETA: 10:23 - loss: 994.0921 - logits_profile_predictions_loss: 986.0304 - logcount_predictions_loss: 0.2150 538/2544 [=====>........................] - ETA: 10:23 - loss: 994.0873 - logits_profile_predictions_loss: 986.0257 - logcount_predictions_loss: 0.2150 539/2544 [=====>........................] - ETA: 10:23 - loss: 994.0827 - logits_profile_predictions_loss: 986.0211 - logcount_predictions_loss: 0.2150 540/2544 [=====>........................] - ETA: 10:22 - loss: 994.0780 - logits_profile_predictions_loss: 986.0165 - logcount_predictions_loss: 0.2150 541/2544 [=====>........................] - ETA: 10:22 - loss: 994.0735 - logits_profile_predictions_loss: 986.0120 - logcount_predictions_loss: 0.2150 542/2544 [=====>........................] - ETA: 10:22 - loss: 994.0689 - 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[============================>.] - ETA: 22s - loss: 990.4797 - logits_profile_predictions_loss: 982.5588 - logcount_predictions_loss: 0.2112 2474/2544 [============================>.] - ETA: 21s - loss: 990.4786 - logits_profile_predictions_loss: 982.5577 - logcount_predictions_loss: 0.2112 2475/2544 [============================>.] - ETA: 21s - loss: 990.4774 - logits_profile_predictions_loss: 982.5567 - logcount_predictions_loss: 0.2112 2476/2544 [============================>.] - ETA: 21s - loss: 990.4762 - logits_profile_predictions_loss: 982.5556 - logcount_predictions_loss: 0.2112 2477/2544 [============================>.] - ETA: 20s - loss: 990.4750 - logits_profile_predictions_loss: 982.5545 - logcount_predictions_loss: 0.2112 2478/2544 [============================>.] - ETA: 20s - loss: 990.4738 - logits_profile_predictions_loss: 982.5534 - logcount_predictions_loss: 0.2112 2479/2544 [============================>.] - ETA: 20s - loss: 990.4727 - 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[============================>.] - ETA: 18s - loss: 990.4643 - logits_profile_predictions_loss: 982.5448 - logcount_predictions_loss: 0.2112 2487/2544 [============================>.] - ETA: 17s - loss: 990.4631 - logits_profile_predictions_loss: 982.5437 - logcount_predictions_loss: 0.2112 2488/2544 [============================>.] - ETA: 17s - loss: 990.4620 - logits_profile_predictions_loss: 982.5426 - logcount_predictions_loss: 0.2112 2489/2544 [============================>.] - ETA: 17s - loss: 990.4608 - logits_profile_predictions_loss: 982.5415 - logcount_predictions_loss: 0.2112 2490/2544 [============================>.] - ETA: 16s - loss: 990.4596 - logits_profile_predictions_loss: 982.5405 - logcount_predictions_loss: 0.2112 2491/2544 [============================>.] - ETA: 16s - loss: 990.4584 - logits_profile_predictions_loss: 982.5394 - logcount_predictions_loss: 0.2112 2492/2544 [============================>.] - ETA: 16s - loss: 990.4573 - 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[============================>.] - ETA: 14s - loss: 990.4490 - logits_profile_predictions_loss: 982.5308 - logcount_predictions_loss: 0.2111 2500/2544 [============================>.] - ETA: 13s - loss: 990.4478 - logits_profile_predictions_loss: 982.5297 - logcount_predictions_loss: 0.2111 2501/2544 [============================>.] - ETA: 13s - loss: 990.4466 - logits_profile_predictions_loss: 982.5286 - logcount_predictions_loss: 0.2111 2502/2544 [============================>.] - ETA: 13s - loss: 990.4455 - logits_profile_predictions_loss: 982.5276 - logcount_predictions_loss: 0.2111 2503/2544 [============================>.] - ETA: 12s - loss: 990.4443 - logits_profile_predictions_loss: 982.5265 - logcount_predictions_loss: 0.2111 2504/2544 [============================>.] - ETA: 12s - loss: 990.4431 - logits_profile_predictions_loss: 982.5254 - logcount_predictions_loss: 0.2111 2505/2544 [============================>.] - ETA: 12s - loss: 990.4419 - 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[============================>.] - ETA: 9s - loss: 990.4335 - logits_profile_predictions_loss: 982.5166 - logcount_predictions_loss: 0.2111  2513/2544 [============================>.] - ETA: 9s - loss: 990.4323 - logits_profile_predictions_loss: 982.5155 - logcount_predictions_loss: 0.2111 2514/2544 [============================>.] - ETA: 9s - loss: 990.4310 - logits_profile_predictions_loss: 982.5144 - logcount_predictions_loss: 0.2111 2515/2544 [============================>.] - ETA: 9s - loss: 990.4298 - logits_profile_predictions_loss: 982.5133 - logcount_predictions_loss: 0.2111 2516/2544 [============================>.] - ETA: 8s - loss: 990.4286 - logits_profile_predictions_loss: 982.5122 - logcount_predictions_loss: 0.2111 2517/2544 [============================>.] - ETA: 8s - loss: 990.4274 - logits_profile_predictions_loss: 982.5111 - logcount_predictions_loss: 0.2111 2518/2544 [============================>.] - ETA: 8s - loss: 990.4263 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 982.4889 - logcount_predictions_loss: 0.2110 2539/2544 [============================>.] - ETA: 1s - loss: 990.4018 - logits_profile_predictions_loss: 982.4879 - logcount_predictions_loss: 0.2110 2540/2544 [============================>.] - ETA: 1s - loss: 990.4007 - logits_profile_predictions_loss: 982.4869 - logcount_predictions_loss: 0.2110 2541/2544 [============================>.] - ETA: 0s - loss: 990.3996 - logits_profile_predictions_loss: 982.4859 - logcount_predictions_loss: 0.2110 2542/2544 [============================>.] - ETA: 0s - loss: 990.3985 - logits_profile_predictions_loss: 982.4848 - logcount_predictions_loss: 0.2110 2543/2544 [============================>.] - ETA: 0s - loss: 990.3974 - logits_profile_predictions_loss: 982.4838 - logcount_predictions_loss: 0.2110 2544/2544 [==============================] - ETA: 0s - loss: 990.3963 - logits_profile_predictions_loss: 982.4828 - logcount_predictions_loss: 0.2110 2544/2544 [==============================] - 824s 324ms/step - loss: 990.3951 - logits_profile_predictions_loss: 982.4818 - logcount_predictions_loss: 0.2110 - val_loss: 1051.8984 - val_logits_profile_predictions_loss: 1045.2489 - val_logcount_predictions_loss: 0.1773 Epoch 00002: val_loss improved from 1069.24951 to 1051.89844, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2/chrombpnet.h5 Epoch 3/50 1/2544 [..............................] - ETA: 13:29 - loss: 918.6448 - logits_profile_predictions_loss: 912.1714 - logcount_predictions_loss: 0.1726 2/2544 [..............................] - ETA: 13:03 - loss: 911.9294 - logits_profile_predictions_loss: 905.1047 - logcount_predictions_loss: 0.1820 3/2544 [..............................] - ETA: 13:03 - loss: 921.0001 - logits_profile_predictions_loss: 914.0863 - logcount_predictions_loss: 0.1844 4/2544 [..............................] - ETA: 13:06 - loss: 934.4810 - 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[..............................] - ETA: 13:05 - loss: 962.4026 - logits_profile_predictions_loss: 955.1651 - logcount_predictions_loss: 0.1930 12/2544 [..............................] - ETA: 13:04 - loss: 963.4494 - logits_profile_predictions_loss: 956.1972 - logcount_predictions_loss: 0.1934 13/2544 [..............................] - ETA: 13:04 - loss: 963.9237 - logits_profile_predictions_loss: 956.6674 - logcount_predictions_loss: 0.1935 14/2544 [..............................] - ETA: 13:04 - loss: 964.0575 - logits_profile_predictions_loss: 956.7873 - logcount_predictions_loss: 0.1939 15/2544 [..............................] - ETA: 13:04 - loss: 964.5601 - logits_profile_predictions_loss: 957.2741 - logcount_predictions_loss: 0.1943 16/2544 [..............................] - ETA: 13:03 - loss: 964.9458 - logits_profile_predictions_loss: 957.6318 - logcount_predictions_loss: 0.1950 17/2544 [..............................] - ETA: 13:03 - loss: 965.8716 - 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[===>..........................] - ETA: 11:10 - loss: 984.6569 - logits_profile_predictions_loss: 977.4472 - logcount_predictions_loss: 0.1923 389/2544 [===>..........................] - ETA: 11:09 - loss: 984.6476 - logits_profile_predictions_loss: 977.4376 - logcount_predictions_loss: 0.1923 390/2544 [===>..........................] - ETA: 11:09 - loss: 984.6384 - logits_profile_predictions_loss: 977.4281 - logcount_predictions_loss: 0.1923 391/2544 [===>..........................] - ETA: 11:09 - loss: 984.6292 - logits_profile_predictions_loss: 977.4186 - logcount_predictions_loss: 0.1923 392/2544 [===>..........................] - ETA: 11:08 - loss: 984.6192 - logits_profile_predictions_loss: 977.4083 - logcount_predictions_loss: 0.1923 393/2544 [===>..........................] - ETA: 11:08 - loss: 984.6098 - logits_profile_predictions_loss: 977.3987 - logcount_predictions_loss: 0.1923 394/2544 [===>..........................] - ETA: 11:08 - loss: 984.6012 - 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[===>..........................] - ETA: 11:06 - loss: 984.5423 - logits_profile_predictions_loss: 977.3292 - logcount_predictions_loss: 0.1924 402/2544 [===>..........................] - ETA: 11:05 - loss: 984.5328 - logits_profile_predictions_loss: 977.3194 - logcount_predictions_loss: 0.1924 403/2544 [===>..........................] - ETA: 11:05 - loss: 984.5231 - logits_profile_predictions_loss: 977.3095 - logcount_predictions_loss: 0.1924 404/2544 [===>..........................] - ETA: 11:05 - loss: 984.5139 - logits_profile_predictions_loss: 977.3001 - logcount_predictions_loss: 0.1924 405/2544 [===>..........................] - ETA: 11:04 - loss: 984.5047 - logits_profile_predictions_loss: 977.2907 - logcount_predictions_loss: 0.1924 406/2544 [===>..........................] - ETA: 11:04 - loss: 984.4955 - logits_profile_predictions_loss: 977.2812 - logcount_predictions_loss: 0.1924 407/2544 [===>..........................] - ETA: 11:04 - loss: 984.4859 - 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[===>..........................] - ETA: 11:02 - loss: 984.4229 - logits_profile_predictions_loss: 977.2070 - logcount_predictions_loss: 0.1924 415/2544 [===>..........................] - ETA: 11:01 - loss: 984.4145 - logits_profile_predictions_loss: 977.1985 - logcount_predictions_loss: 0.1924 416/2544 [===>..........................] - ETA: 11:01 - loss: 984.4059 - logits_profile_predictions_loss: 977.1896 - logcount_predictions_loss: 0.1924 417/2544 [===>..........................] - ETA: 11:01 - loss: 984.3983 - logits_profile_predictions_loss: 977.1819 - logcount_predictions_loss: 0.1924 418/2544 [===>..........................] - ETA: 11:01 - loss: 984.3907 - logits_profile_predictions_loss: 977.1741 - logcount_predictions_loss: 0.1924 419/2544 [===>..........................] - ETA: 11:00 - loss: 984.3831 - logits_profile_predictions_loss: 977.1664 - logcount_predictions_loss: 0.1925 420/2544 [===>..........................] - ETA: 11:00 - loss: 984.3757 - 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[====>.........................] - ETA: 10:58 - loss: 984.3213 - logits_profile_predictions_loss: 977.1036 - logcount_predictions_loss: 0.1925 428/2544 [====>.........................] - ETA: 10:57 - loss: 984.3137 - logits_profile_predictions_loss: 977.0958 - logcount_predictions_loss: 0.1925 429/2544 [====>.........................] - ETA: 10:57 - loss: 984.3064 - logits_profile_predictions_loss: 977.0883 - logcount_predictions_loss: 0.1925 430/2544 [====>.........................] - ETA: 10:57 - loss: 984.2983 - logits_profile_predictions_loss: 977.0802 - logcount_predictions_loss: 0.1925 431/2544 [====>.........................] - ETA: 10:57 - loss: 984.2903 - logits_profile_predictions_loss: 977.0720 - logcount_predictions_loss: 0.1925 432/2544 [====>.........................] - ETA: 10:56 - loss: 984.2820 - logits_profile_predictions_loss: 977.0637 - logcount_predictions_loss: 0.1925 433/2544 [====>.........................] - ETA: 10:56 - loss: 984.2740 - 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[============================>.] - ETA: 23s - loss: 980.1026 - logits_profile_predictions_loss: 973.0597 - logcount_predictions_loss: 0.1878 2469/2544 [============================>.] - ETA: 23s - loss: 980.1026 - logits_profile_predictions_loss: 973.0597 - logcount_predictions_loss: 0.1878 2470/2544 [============================>.] - ETA: 23s - loss: 980.1025 - logits_profile_predictions_loss: 973.0598 - logcount_predictions_loss: 0.1878 2471/2544 [============================>.] - ETA: 22s - loss: 980.1025 - logits_profile_predictions_loss: 973.0598 - logcount_predictions_loss: 0.1878 2472/2544 [============================>.] - ETA: 22s - loss: 980.1025 - logits_profile_predictions_loss: 973.0599 - logcount_predictions_loss: 0.1878 2473/2544 [============================>.] - ETA: 22s - loss: 980.1025 - logits_profile_predictions_loss: 973.0599 - logcount_predictions_loss: 0.1878 2474/2544 [============================>.] - ETA: 21s - loss: 980.1025 - 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[============================>.] - ETA: 19s - loss: 980.1025 - logits_profile_predictions_loss: 973.0604 - logcount_predictions_loss: 0.1878 2482/2544 [============================>.] - ETA: 19s - loss: 980.1025 - logits_profile_predictions_loss: 973.0605 - logcount_predictions_loss: 0.1878 2483/2544 [============================>.] - ETA: 19s - loss: 980.1025 - logits_profile_predictions_loss: 973.0606 - logcount_predictions_loss: 0.1878 2484/2544 [============================>.] - ETA: 18s - loss: 980.1025 - logits_profile_predictions_loss: 973.0607 - logcount_predictions_loss: 0.1878 2485/2544 [============================>.] - ETA: 18s - loss: 980.1026 - logits_profile_predictions_loss: 973.0607 - logcount_predictions_loss: 0.1878 2486/2544 [============================>.] - ETA: 18s - loss: 980.1026 - logits_profile_predictions_loss: 973.0608 - logcount_predictions_loss: 0.1878 2487/2544 [============================>.] - ETA: 17s - loss: 980.1026 - 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[============================>.] - ETA: 15s - loss: 980.1031 - logits_profile_predictions_loss: 973.0618 - logcount_predictions_loss: 0.1878 2495/2544 [============================>.] - ETA: 15s - loss: 980.1031 - logits_profile_predictions_loss: 973.0619 - logcount_predictions_loss: 0.1878 2496/2544 [============================>.] - ETA: 14s - loss: 980.1032 - logits_profile_predictions_loss: 973.0621 - logcount_predictions_loss: 0.1878 2497/2544 [============================>.] - ETA: 14s - loss: 980.1033 - logits_profile_predictions_loss: 973.0623 - logcount_predictions_loss: 0.1878 2498/2544 [============================>.] - ETA: 14s - loss: 980.1034 - logits_profile_predictions_loss: 973.0624 - logcount_predictions_loss: 0.1878 2499/2544 [============================>.] - ETA: 14s - loss: 980.1035 - logits_profile_predictions_loss: 973.0625 - logcount_predictions_loss: 0.1878 2500/2544 [============================>.] - ETA: 13s - loss: 980.1036 - 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[============================>.] - ETA: 11s - loss: 980.1040 - logits_profile_predictions_loss: 973.0636 - logcount_predictions_loss: 0.1878 2508/2544 [============================>.] - ETA: 11s - loss: 980.1041 - logits_profile_predictions_loss: 973.0637 - logcount_predictions_loss: 0.1877 2509/2544 [============================>.] - ETA: 10s - loss: 980.1042 - logits_profile_predictions_loss: 973.0639 - logcount_predictions_loss: 0.1877 2510/2544 [============================>.] - ETA: 10s - loss: 980.1042 - logits_profile_predictions_loss: 973.0640 - logcount_predictions_loss: 0.1877 2511/2544 [============================>.] - ETA: 10s - loss: 980.1043 - logits_profile_predictions_loss: 973.0641 - logcount_predictions_loss: 0.1877 2512/2544 [============================>.] - ETA: 9s - loss: 980.1043 - logits_profile_predictions_loss: 973.0642 - logcount_predictions_loss: 0.1877  2513/2544 [============================>.] - ETA: 9s - loss: 980.1044 - logits_profile_predictions_loss: 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2527/2544 [============================>.] - ETA: 5s - loss: 980.1052 - logits_profile_predictions_loss: 973.0661 - logcount_predictions_loss: 0.1877 2528/2544 [============================>.] - ETA: 4s - loss: 980.1053 - logits_profile_predictions_loss: 973.0662 - logcount_predictions_loss: 0.1877 2529/2544 [============================>.] - ETA: 4s - loss: 980.1054 - logits_profile_predictions_loss: 973.0664 - logcount_predictions_loss: 0.1877 2530/2544 [============================>.] - ETA: 4s - loss: 980.1054 - logits_profile_predictions_loss: 973.0665 - logcount_predictions_loss: 0.1877 2531/2544 [============================>.] - ETA: 4s - loss: 980.1055 - logits_profile_predictions_loss: 973.0666 - logcount_predictions_loss: 0.1877 2532/2544 [============================>.] - ETA: 3s - loss: 980.1056 - logits_profile_predictions_loss: 973.0668 - logcount_predictions_loss: 0.1877 2533/2544 [============================>.] - ETA: 3s - loss: 980.1056 - logits_profile_predictions_loss: 973.0669 - logcount_predictions_loss: 0.1877 2534/2544 [============================>.] - ETA: 3s - loss: 980.1057 - logits_profile_predictions_loss: 973.0670 - logcount_predictions_loss: 0.1877 2535/2544 [============================>.] - ETA: 2s - loss: 980.1057 - logits_profile_predictions_loss: 973.0671 - logcount_predictions_loss: 0.1877 2536/2544 [============================>.] - ETA: 2s - loss: 980.1057 - logits_profile_predictions_loss: 973.0671 - logcount_predictions_loss: 0.1877 2537/2544 [============================>.] - ETA: 2s - loss: 980.1057 - logits_profile_predictions_loss: 973.0672 - logcount_predictions_loss: 0.1877 2538/2544 [============================>.] - ETA: 1s - loss: 980.1057 - logits_profile_predictions_loss: 973.0673 - logcount_predictions_loss: 0.1877 2539/2544 [============================>.] - ETA: 1s - loss: 980.1058 - logits_profile_predictions_loss: 973.0674 - logcount_predictions_loss: 0.1877 2540/2544 [============================>.] - ETA: 1s - loss: 980.1058 - logits_profile_predictions_loss: 973.0675 - logcount_predictions_loss: 0.1877 2541/2544 [============================>.] - ETA: 0s - loss: 980.1059 - logits_profile_predictions_loss: 973.0676 - logcount_predictions_loss: 0.1877 2542/2544 [============================>.] - ETA: 0s - loss: 980.1059 - logits_profile_predictions_loss: 973.0677 - logcount_predictions_loss: 0.1877 2543/2544 [============================>.] - ETA: 0s - loss: 980.1059 - logits_profile_predictions_loss: 973.0678 - logcount_predictions_loss: 0.1877 2544/2544 [==============================] - ETA: 0s - loss: 980.1060 - logits_profile_predictions_loss: 973.0680 - logcount_predictions_loss: 0.1877 2544/2544 [==============================] - 824s 324ms/step - loss: 980.1060 - logits_profile_predictions_loss: 973.0681 - logcount_predictions_loss: 0.1877 - val_loss: 1056.9163 - val_logits_profile_predictions_loss: 1050.9584 - val_logcount_predictions_loss: 0.1589 Epoch 00003: val_loss did not improve from 1051.89844 Epoch 4/50 1/2544 [..............................] - ETA: 13:24 - loss: 1032.6963 - logits_profile_predictions_loss: 1027.3979 - logcount_predictions_loss: 0.1413 2/2544 [..............................] - ETA: 13:03 - loss: 1009.2394 - logits_profile_predictions_loss: 1003.9430 - logcount_predictions_loss: 0.1412 3/2544 [..............................] - ETA: 13:03 - loss: 998.3488 - logits_profile_predictions_loss: 993.1250 - logcount_predictions_loss: 0.1393  4/2544 [..............................] - ETA: 13:04 - loss: 992.2389 - logits_profile_predictions_loss: 986.8953 - logcount_predictions_loss: 0.1425 5/2544 [..............................] - ETA: 13:04 - loss: 985.9588 - logits_profile_predictions_loss: 980.5099 - logcount_predictions_loss: 0.1453 6/2544 [..............................] - ETA: 13:04 - loss: 985.2168 - logits_profile_predictions_loss: 979.4970 - logcount_predictions_loss: 0.1525 7/2544 [..............................] - ETA: 13:04 - loss: 984.9453 - logits_profile_predictions_loss: 979.0751 - logcount_predictions_loss: 0.1565 8/2544 [..............................] - ETA: 13:04 - loss: 983.0936 - logits_profile_predictions_loss: 977.0048 - logcount_predictions_loss: 0.1624 9/2544 [..............................] - ETA: 13:04 - loss: 982.7354 - logits_profile_predictions_loss: 976.4919 - logcount_predictions_loss: 0.1665 10/2544 [..............................] - ETA: 13:04 - loss: 981.6742 - logits_profile_predictions_loss: 975.3389 - logcount_predictions_loss: 0.1689 11/2544 [..............................] - ETA: 13:03 - loss: 981.9669 - logits_profile_predictions_loss: 975.5506 - logcount_predictions_loss: 0.1711 12/2544 [..............................] - ETA: 13:03 - loss: 982.1782 - logits_profile_predictions_loss: 975.6995 - logcount_predictions_loss: 0.1728 13/2544 [..............................] - ETA: 13:03 - loss: 982.5171 - logits_profile_predictions_loss: 975.9879 - logcount_predictions_loss: 0.1741 14/2544 [..............................] - ETA: 13:03 - loss: 983.2631 - logits_profile_predictions_loss: 976.6975 - logcount_predictions_loss: 0.1751 15/2544 [..............................] - ETA: 13:03 - loss: 983.8777 - logits_profile_predictions_loss: 977.2883 - logcount_predictions_loss: 0.1757 16/2544 [..............................] - ETA: 13:02 - loss: 984.6567 - logits_profile_predictions_loss: 978.0472 - logcount_predictions_loss: 0.1763 17/2544 [..............................] - ETA: 13:02 - loss: 985.5708 - logits_profile_predictions_loss: 978.9515 - logcount_predictions_loss: 0.1765 18/2544 [..............................] - ETA: 13:02 - loss: 986.7140 - logits_profile_predictions_loss: 980.0829 - logcount_predictions_loss: 0.1768 19/2544 [..............................] - ETA: 13:02 - loss: 987.8190 - logits_profile_predictions_loss: 981.1808 - logcount_predictions_loss: 0.1770 20/2544 [..............................] - ETA: 13:01 - loss: 988.7202 - logits_profile_predictions_loss: 982.0706 - logcount_predictions_loss: 0.1773 21/2544 [..............................] - ETA: 13:01 - loss: 989.2672 - logits_profile_predictions_loss: 982.6093 - logcount_predictions_loss: 0.1775 22/2544 [..............................] - ETA: 13:01 - loss: 990.2063 - logits_profile_predictions_loss: 983.5448 - logcount_predictions_loss: 0.1776 23/2544 [..............................] - ETA: 13:01 - loss: 990.9382 - logits_profile_predictions_loss: 984.2731 - logcount_predictions_loss: 0.1777 24/2544 [..............................] - ETA: 13:00 - loss: 991.5453 - logits_profile_predictions_loss: 984.8798 - logcount_predictions_loss: 0.1777 25/2544 [..............................] - ETA: 13:00 - loss: 992.1105 - logits_profile_predictions_loss: 985.4470 - logcount_predictions_loss: 0.1777 26/2544 [..............................] - ETA: 13:00 - loss: 992.4351 - logits_profile_predictions_loss: 985.7738 - logcount_predictions_loss: 0.1776 27/2544 [..............................] - ETA: 13:00 - loss: 992.5509 - logits_profile_predictions_loss: 985.8922 - logcount_predictions_loss: 0.1776 28/2544 [..............................] - ETA: 12:59 - loss: 992.8256 - logits_profile_predictions_loss: 986.1709 - logcount_predictions_loss: 0.1775 29/2544 [..............................] - ETA: 12:59 - loss: 993.0916 - logits_profile_predictions_loss: 986.4361 - logcount_predictions_loss: 0.1775 30/2544 [..............................] - ETA: 12:59 - loss: 993.3987 - logits_profile_predictions_loss: 986.7409 - logcount_predictions_loss: 0.1775 31/2544 [..............................] - ETA: 12:59 - loss: 993.6522 - logits_profile_predictions_loss: 986.9938 - logcount_predictions_loss: 0.1776 32/2544 [..............................] - ETA: 12:58 - loss: 993.9211 - logits_profile_predictions_loss: 987.2565 - logcount_predictions_loss: 0.1777 33/2544 [..............................] - ETA: 12:58 - loss: 994.1048 - logits_profile_predictions_loss: 987.4354 - logcount_predictions_loss: 0.1779 34/2544 [..............................] - ETA: 12:58 - loss: 994.2496 - logits_profile_predictions_loss: 987.5764 - logcount_predictions_loss: 0.1780 35/2544 [..............................] - ETA: 12:57 - loss: 994.3617 - logits_profile_predictions_loss: 987.6843 - logcount_predictions_loss: 0.1781 36/2544 [..............................] - ETA: 12:57 - loss: 994.5062 - logits_profile_predictions_loss: 987.8257 - logcount_predictions_loss: 0.1781 37/2544 [..............................] - ETA: 12:57 - loss: 994.8480 - logits_profile_predictions_loss: 988.1655 - logcount_predictions_loss: 0.1782 38/2544 [..............................] - ETA: 12:57 - loss: 995.1119 - logits_profile_predictions_loss: 988.4277 - logcount_predictions_loss: 0.1782 39/2544 [..............................] - ETA: 12:56 - loss: 995.2592 - 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logits_profile_predictions_loss: 977.9562 - logcount_predictions_loss: 0.1731 430/2544 [====>.........................] - ETA: 10:57 - loss: 984.4327 - logits_profile_predictions_loss: 977.9429 - logcount_predictions_loss: 0.1731 431/2544 [====>.........................] - ETA: 10:57 - loss: 984.4196 - logits_profile_predictions_loss: 977.9302 - logcount_predictions_loss: 0.1730 432/2544 [====>.........................] - ETA: 10:57 - loss: 984.4061 - logits_profile_predictions_loss: 977.9171 - logcount_predictions_loss: 0.1730 433/2544 [====>.........................] - ETA: 10:56 - loss: 984.3926 - logits_profile_predictions_loss: 977.9042 - logcount_predictions_loss: 0.1730 434/2544 [====>.........................] - ETA: 10:56 - loss: 984.3790 - logits_profile_predictions_loss: 977.8910 - logcount_predictions_loss: 0.1730 435/2544 [====>.........................] - ETA: 10:56 - loss: 984.3656 - logits_profile_predictions_loss: 977.8780 - logcount_predictions_loss: 0.1730 436/2544 [====>.........................] - ETA: 10:55 - loss: 984.3521 - logits_profile_predictions_loss: 977.8650 - logcount_predictions_loss: 0.1730 437/2544 [====>.........................] - ETA: 10:55 - loss: 984.3387 - logits_profile_predictions_loss: 977.8521 - logcount_predictions_loss: 0.1730 438/2544 [====>.........................] - ETA: 10:55 - loss: 984.3255 - logits_profile_predictions_loss: 977.8393 - logcount_predictions_loss: 0.1730 439/2544 [====>.........................] - ETA: 10:54 - loss: 984.3123 - logits_profile_predictions_loss: 977.8266 - logcount_predictions_loss: 0.1729 440/2544 [====>.........................] - ETA: 10:54 - loss: 984.2997 - logits_profile_predictions_loss: 977.8144 - logcount_predictions_loss: 0.1729 441/2544 [====>.........................] - ETA: 10:54 - loss: 984.2869 - logits_profile_predictions_loss: 977.8022 - logcount_predictions_loss: 0.1729 442/2544 [====>.........................] - ETA: 10:54 - loss: 984.2749 - 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[============================>.] - ETA: 16s - loss: 977.2716 - logits_profile_predictions_loss: 970.7723 - logcount_predictions_loss: 0.1733 2491/2544 [============================>.] - ETA: 16s - loss: 977.2710 - logits_profile_predictions_loss: 970.7716 - logcount_predictions_loss: 0.1733 2492/2544 [============================>.] - ETA: 16s - loss: 977.2704 - logits_profile_predictions_loss: 970.7710 - logcount_predictions_loss: 0.1733 2493/2544 [============================>.] - ETA: 15s - loss: 977.2698 - logits_profile_predictions_loss: 970.7704 - logcount_predictions_loss: 0.1733 2494/2544 [============================>.] - ETA: 15s - loss: 977.2692 - logits_profile_predictions_loss: 970.7698 - logcount_predictions_loss: 0.1733 2495/2544 [============================>.] - ETA: 15s - loss: 977.2686 - logits_profile_predictions_loss: 970.7692 - logcount_predictions_loss: 0.1733 2496/2544 [============================>.] - ETA: 14s - loss: 977.2680 - 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[============================>.] - ETA: 12s - loss: 977.2639 - logits_profile_predictions_loss: 970.7644 - logcount_predictions_loss: 0.1733 2504/2544 [============================>.] - ETA: 12s - loss: 977.2634 - logits_profile_predictions_loss: 970.7638 - logcount_predictions_loss: 0.1733 2505/2544 [============================>.] - ETA: 12s - loss: 977.2628 - logits_profile_predictions_loss: 970.7633 - logcount_predictions_loss: 0.1733 2506/2544 [============================>.] - ETA: 11s - loss: 977.2622 - logits_profile_predictions_loss: 970.7627 - logcount_predictions_loss: 0.1733 2507/2544 [============================>.] - ETA: 11s - loss: 977.2616 - logits_profile_predictions_loss: 970.7621 - logcount_predictions_loss: 0.1733 2508/2544 [============================>.] - ETA: 11s - loss: 977.2610 - logits_profile_predictions_loss: 970.7615 - logcount_predictions_loss: 0.1733 2509/2544 [============================>.] - ETA: 10s - loss: 977.2604 - 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[============================>.] - ETA: 8s - loss: 977.2563 - logits_profile_predictions_loss: 970.7566 - logcount_predictions_loss: 0.1733 2517/2544 [============================>.] - ETA: 8s - loss: 977.2557 - logits_profile_predictions_loss: 970.7560 - logcount_predictions_loss: 0.1733 2518/2544 [============================>.] - ETA: 8s - loss: 977.2550 - logits_profile_predictions_loss: 970.7554 - logcount_predictions_loss: 0.1733 2519/2544 [============================>.] - ETA: 7s - loss: 977.2544 - logits_profile_predictions_loss: 970.7547 - logcount_predictions_loss: 0.1733 2520/2544 [============================>.] - ETA: 7s - loss: 977.2538 - logits_profile_predictions_loss: 970.7541 - logcount_predictions_loss: 0.1733 2521/2544 [============================>.] - ETA: 7s - loss: 977.2532 - logits_profile_predictions_loss: 970.7535 - logcount_predictions_loss: 0.1733 2522/2544 [============================>.] - ETA: 6s - loss: 977.2526 - logits_profile_predictions_loss: 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2536/2544 [============================>.] - ETA: 2s - loss: 977.2442 - logits_profile_predictions_loss: 970.7443 - logcount_predictions_loss: 0.1733 2537/2544 [============================>.] - ETA: 2s - loss: 977.2436 - logits_profile_predictions_loss: 970.7438 - logcount_predictions_loss: 0.1733 2538/2544 [============================>.] - ETA: 1s - loss: 977.2430 - logits_profile_predictions_loss: 970.7432 - logcount_predictions_loss: 0.1733 2539/2544 [============================>.] - ETA: 1s - loss: 977.2425 - logits_profile_predictions_loss: 970.7426 - logcount_predictions_loss: 0.1733 2540/2544 [============================>.] - ETA: 1s - loss: 977.2419 - logits_profile_predictions_loss: 970.7420 - logcount_predictions_loss: 0.1733 2541/2544 [============================>.] - ETA: 0s - loss: 977.2413 - logits_profile_predictions_loss: 970.7414 - logcount_predictions_loss: 0.1733 2542/2544 [============================>.] - ETA: 0s - loss: 977.2407 - logits_profile_predictions_loss: 970.7408 - logcount_predictions_loss: 0.1733 2543/2544 [============================>.] - ETA: 0s - loss: 977.2402 - logits_profile_predictions_loss: 970.7403 - logcount_predictions_loss: 0.1733 2544/2544 [==============================] - ETA: 0s - loss: 977.2396 - logits_profile_predictions_loss: 970.7397 - logcount_predictions_loss: 0.1733 2544/2544 [==============================] - 823s 323ms/step - loss: 977.2390 - logits_profile_predictions_loss: 970.7391 - logcount_predictions_loss: 0.1733 - val_loss: 1050.3850 - val_logits_profile_predictions_loss: 1044.6658 - val_logcount_predictions_loss: 0.1525 Epoch 00004: val_loss improved from 1051.89844 to 1050.38501, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2/chrombpnet.h5 Epoch 5/50 1/2544 [..............................] - ETA: 13:28 - loss: 935.5290 - logits_profile_predictions_loss: 929.8159 - logcount_predictions_loss: 0.1523 2/2544 [..............................] - ETA: 13:03 - loss: 954.8506 - logits_profile_predictions_loss: 949.3956 - logcount_predictions_loss: 0.1455 3/2544 [..............................] - ETA: 13:03 - loss: 951.4880 - logits_profile_predictions_loss: 945.9439 - logcount_predictions_loss: 0.1478 4/2544 [..............................] - ETA: 13:04 - loss: 952.7229 - logits_profile_predictions_loss: 947.2133 - logcount_predictions_loss: 0.1469 5/2544 [..............................] - ETA: 13:04 - loss: 958.4961 - logits_profile_predictions_loss: 953.0623 - logcount_predictions_loss: 0.1449 6/2544 [..............................] - ETA: 13:03 - loss: 960.2206 - logits_profile_predictions_loss: 954.7832 - logcount_predictions_loss: 0.1450 7/2544 [..............................] - ETA: 13:03 - loss: 964.0387 - logits_profile_predictions_loss: 958.5967 - logcount_predictions_loss: 0.1451 8/2544 [..............................] - ETA: 13:03 - loss: 967.5103 - 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[..............................] - ETA: 13:02 - loss: 975.9351 - logits_profile_predictions_loss: 970.3363 - logcount_predictions_loss: 0.1493 16/2544 [..............................] - ETA: 13:02 - loss: 976.0028 - logits_profile_predictions_loss: 970.3985 - logcount_predictions_loss: 0.1494 17/2544 [..............................] - ETA: 13:02 - loss: 976.0578 - logits_profile_predictions_loss: 970.4526 - logcount_predictions_loss: 0.1495 18/2544 [..............................] - ETA: 13:02 - loss: 976.2811 - logits_profile_predictions_loss: 970.6729 - logcount_predictions_loss: 0.1496 19/2544 [..............................] - ETA: 13:01 - loss: 976.6031 - logits_profile_predictions_loss: 970.9883 - logcount_predictions_loss: 0.1497 20/2544 [..............................] - ETA: 13:01 - loss: 976.9526 - logits_profile_predictions_loss: 971.3337 - logcount_predictions_loss: 0.1498 21/2544 [..............................] - ETA: 13:01 - loss: 977.2710 - 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[..............................] - ETA: 12:59 - loss: 978.4239 - logits_profile_predictions_loss: 972.6776 - logcount_predictions_loss: 0.1532 29/2544 [..............................] - ETA: 12:59 - loss: 978.5455 - logits_profile_predictions_loss: 972.7753 - logcount_predictions_loss: 0.1539 30/2544 [..............................] - ETA: 12:58 - loss: 978.6733 - logits_profile_predictions_loss: 972.8805 - logcount_predictions_loss: 0.1545 31/2544 [..............................] - ETA: 12:58 - loss: 978.8166 - logits_profile_predictions_loss: 973.0006 - logcount_predictions_loss: 0.1551 32/2544 [..............................] - ETA: 12:58 - loss: 978.9551 - logits_profile_predictions_loss: 973.1182 - logcount_predictions_loss: 0.1556 33/2544 [..............................] - ETA: 12:57 - loss: 979.0939 - logits_profile_predictions_loss: 973.2380 - logcount_predictions_loss: 0.1562 34/2544 [..............................] - ETA: 12:57 - loss: 979.1945 - 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[..............................] - ETA: 12:55 - loss: 979.3553 - logits_profile_predictions_loss: 973.3583 - logcount_predictions_loss: 0.1599 42/2544 [..............................] - ETA: 12:55 - loss: 979.3705 - logits_profile_predictions_loss: 973.3622 - logcount_predictions_loss: 0.1602 43/2544 [..............................] - ETA: 12:54 - loss: 979.3143 - logits_profile_predictions_loss: 973.2957 - logcount_predictions_loss: 0.1605 44/2544 [..............................] - ETA: 12:54 - loss: 979.1565 - logits_profile_predictions_loss: 973.1286 - logcount_predictions_loss: 0.1607 45/2544 [..............................] - ETA: 12:54 - loss: 979.0283 - logits_profile_predictions_loss: 972.9906 - logcount_predictions_loss: 0.1610 46/2544 [..............................] - ETA: 12:54 - loss: 978.8333 - logits_profile_predictions_loss: 972.7859 - logcount_predictions_loss: 0.1613 47/2544 [..............................] - ETA: 12:53 - loss: 978.6364 - 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[===>..........................] - ETA: 11:25 - loss: 969.0780 - logits_profile_predictions_loss: 962.8369 - logcount_predictions_loss: 0.1664 341/2544 [===>..........................] - ETA: 11:24 - loss: 969.0847 - logits_profile_predictions_loss: 962.8438 - logcount_predictions_loss: 0.1664 342/2544 [===>..........................] - ETA: 11:24 - loss: 969.0922 - logits_profile_predictions_loss: 962.8514 - logcount_predictions_loss: 0.1664 343/2544 [===>..........................] - ETA: 11:24 - loss: 969.1006 - logits_profile_predictions_loss: 962.8599 - logcount_predictions_loss: 0.1664 344/2544 [===>..........................] - ETA: 11:23 - loss: 969.1091 - logits_profile_predictions_loss: 962.8685 - logcount_predictions_loss: 0.1664 345/2544 [===>..........................] - ETA: 11:23 - loss: 969.1169 - logits_profile_predictions_loss: 962.8765 - logcount_predictions_loss: 0.1664 346/2544 [===>..........................] - ETA: 11:23 - loss: 969.1250 - logits_profile_predictions_loss: 962.8847 - logcount_predictions_loss: 0.1664 347/2544 [===>..........................] - ETA: 11:22 - loss: 969.1333 - logits_profile_predictions_loss: 962.8931 - logcount_predictions_loss: 0.1664 348/2544 [===>..........................] - ETA: 11:22 - loss: 969.1418 - logits_profile_predictions_loss: 962.9018 - logcount_predictions_loss: 0.1664 349/2544 [===>..........................] - ETA: 11:22 - loss: 969.1495 - logits_profile_predictions_loss: 962.9096 - logcount_predictions_loss: 0.1664 350/2544 [===>..........................] - ETA: 11:21 - loss: 969.1572 - logits_profile_predictions_loss: 962.9174 - logcount_predictions_loss: 0.1664 351/2544 [===>..........................] - ETA: 11:21 - loss: 969.1652 - logits_profile_predictions_loss: 962.9254 - logcount_predictions_loss: 0.1664 352/2544 [===>..........................] - ETA: 11:21 - loss: 969.1740 - logits_profile_predictions_loss: 962.9343 - logcount_predictions_loss: 0.1664 353/2544 [===>..........................] - ETA: 11:21 - loss: 969.1826 - logits_profile_predictions_loss: 962.9430 - logcount_predictions_loss: 0.1664 354/2544 [===>..........................] - ETA: 11:20 - loss: 969.1909 - logits_profile_predictions_loss: 962.9514 - logcount_predictions_loss: 0.1664 355/2544 [===>..........................] - ETA: 11:20 - loss: 969.1992 - logits_profile_predictions_loss: 962.9598 - logcount_predictions_loss: 0.1664 356/2544 [===>..........................] - ETA: 11:20 - loss: 969.2074 - logits_profile_predictions_loss: 962.9680 - logcount_predictions_loss: 0.1664 357/2544 [===>..........................] - ETA: 11:19 - loss: 969.2156 - logits_profile_predictions_loss: 962.9762 - logcount_predictions_loss: 0.1664 358/2544 [===>..........................] - ETA: 11:19 - loss: 969.2235 - logits_profile_predictions_loss: 962.9841 - logcount_predictions_loss: 0.1664 359/2544 [===>..........................] - ETA: 11:19 - loss: 969.2316 - 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[===>..........................] - ETA: 11:17 - loss: 969.2933 - logits_profile_predictions_loss: 963.0539 - logcount_predictions_loss: 0.1664 367/2544 [===>..........................] - ETA: 11:16 - loss: 969.3020 - logits_profile_predictions_loss: 963.0626 - logcount_predictions_loss: 0.1664 368/2544 [===>..........................] - ETA: 11:16 - loss: 969.3102 - logits_profile_predictions_loss: 963.0708 - logcount_predictions_loss: 0.1664 369/2544 [===>..........................] - ETA: 11:16 - loss: 969.3185 - logits_profile_predictions_loss: 963.0790 - logcount_predictions_loss: 0.1664 370/2544 [===>..........................] - ETA: 11:15 - loss: 969.3272 - logits_profile_predictions_loss: 963.0877 - logcount_predictions_loss: 0.1664 371/2544 [===>..........................] - ETA: 11:15 - loss: 969.3360 - logits_profile_predictions_loss: 963.0965 - logcount_predictions_loss: 0.1664 372/2544 [===>..........................] - ETA: 11:15 - loss: 969.3453 - 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[===>..........................] - ETA: 11:13 - loss: 969.4092 - logits_profile_predictions_loss: 963.1699 - logcount_predictions_loss: 0.1664 380/2544 [===>..........................] - ETA: 11:12 - loss: 969.4174 - logits_profile_predictions_loss: 963.1781 - logcount_predictions_loss: 0.1664 381/2544 [===>..........................] - ETA: 11:12 - loss: 969.4255 - logits_profile_predictions_loss: 963.1863 - logcount_predictions_loss: 0.1664 382/2544 [===>..........................] - ETA: 11:12 - loss: 969.4330 - logits_profile_predictions_loss: 963.1938 - logcount_predictions_loss: 0.1664 383/2544 [===>..........................] - ETA: 11:11 - loss: 969.4400 - logits_profile_predictions_loss: 963.2009 - logcount_predictions_loss: 0.1664 384/2544 [===>..........................] - ETA: 11:11 - loss: 969.4466 - logits_profile_predictions_loss: 963.2076 - logcount_predictions_loss: 0.1664 385/2544 [===>..........................] - ETA: 11:11 - loss: 969.4537 - 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[===>..........................] - ETA: 11:09 - loss: 969.4983 - logits_profile_predictions_loss: 963.2594 - logcount_predictions_loss: 0.1664 393/2544 [===>..........................] - ETA: 11:08 - loss: 969.5042 - logits_profile_predictions_loss: 963.2653 - logcount_predictions_loss: 0.1664 394/2544 [===>..........................] - ETA: 11:08 - loss: 969.5097 - logits_profile_predictions_loss: 963.2708 - logcount_predictions_loss: 0.1664 395/2544 [===>..........................] - ETA: 11:08 - loss: 969.5153 - logits_profile_predictions_loss: 963.2765 - logcount_predictions_loss: 0.1664 396/2544 [===>..........................] - ETA: 11:07 - loss: 969.5208 - logits_profile_predictions_loss: 963.2820 - logcount_predictions_loss: 0.1664 397/2544 [===>..........................] - ETA: 11:07 - loss: 969.5263 - logits_profile_predictions_loss: 963.2874 - logcount_predictions_loss: 0.1664 398/2544 [===>..........................] - ETA: 11:07 - loss: 969.5310 - 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[===>..........................] - ETA: 11:05 - loss: 969.5636 - logits_profile_predictions_loss: 963.3247 - logcount_predictions_loss: 0.1664 406/2544 [===>..........................] - ETA: 11:04 - loss: 969.5679 - logits_profile_predictions_loss: 963.3290 - logcount_predictions_loss: 0.1664 407/2544 [===>..........................] - ETA: 11:04 - loss: 969.5727 - logits_profile_predictions_loss: 963.3338 - logcount_predictions_loss: 0.1664 408/2544 [===>..........................] - ETA: 11:04 - loss: 969.5780 - logits_profile_predictions_loss: 963.3390 - logcount_predictions_loss: 0.1664 409/2544 [===>..........................] - ETA: 11:03 - loss: 969.5830 - logits_profile_predictions_loss: 963.3441 - logcount_predictions_loss: 0.1664 410/2544 [===>..........................] - ETA: 11:03 - loss: 969.5874 - logits_profile_predictions_loss: 963.3484 - logcount_predictions_loss: 0.1664 411/2544 [===>..........................] - ETA: 11:03 - loss: 969.5917 - logits_profile_predictions_loss: 963.3527 - logcount_predictions_loss: 0.1664 412/2544 [===>..........................] - ETA: 11:02 - loss: 969.5949 - logits_profile_predictions_loss: 963.3559 - logcount_predictions_loss: 0.1664 413/2544 [===>..........................] - ETA: 11:02 - loss: 969.5982 - logits_profile_predictions_loss: 963.3591 - logcount_predictions_loss: 0.1664 414/2544 [===>..........................] - ETA: 11:02 - loss: 969.6017 - logits_profile_predictions_loss: 963.3626 - logcount_predictions_loss: 0.1664 415/2544 [===>..........................] - ETA: 11:01 - loss: 969.6054 - logits_profile_predictions_loss: 963.3663 - logcount_predictions_loss: 0.1664 416/2544 [===>..........................] - ETA: 11:01 - loss: 969.6087 - logits_profile_predictions_loss: 963.3696 - logcount_predictions_loss: 0.1664 417/2544 [===>..........................] - ETA: 11:01 - loss: 969.6122 - logits_profile_predictions_loss: 963.3731 - logcount_predictions_loss: 0.1664 418/2544 [===>..........................] - ETA: 11:00 - loss: 969.6158 - logits_profile_predictions_loss: 963.3766 - logcount_predictions_loss: 0.1664 419/2544 [===>..........................] - ETA: 11:00 - loss: 969.6190 - logits_profile_predictions_loss: 963.3798 - logcount_predictions_loss: 0.1664 420/2544 [===>..........................] - ETA: 11:00 - loss: 969.6220 - logits_profile_predictions_loss: 963.3828 - logcount_predictions_loss: 0.1664 421/2544 [===>..........................] - ETA: 11:00 - loss: 969.6249 - logits_profile_predictions_loss: 963.3858 - logcount_predictions_loss: 0.1664 422/2544 [===>..........................] - ETA: 10:59 - loss: 969.6281 - logits_profile_predictions_loss: 963.3889 - logcount_predictions_loss: 0.1664 423/2544 [===>..........................] - ETA: 10:59 - loss: 969.6313 - logits_profile_predictions_loss: 963.3921 - logcount_predictions_loss: 0.1664 424/2544 [====>.........................] - ETA: 10:59 - loss: 969.6344 - logits_profile_predictions_loss: 963.3953 - logcount_predictions_loss: 0.1664 425/2544 [====>.........................] - ETA: 10:58 - loss: 969.6373 - logits_profile_predictions_loss: 963.3982 - logcount_predictions_loss: 0.1664 426/2544 [====>.........................] - ETA: 10:58 - loss: 969.6400 - logits_profile_predictions_loss: 963.4008 - logcount_predictions_loss: 0.1664 427/2544 [====>.........................] - ETA: 10:58 - loss: 969.6430 - logits_profile_predictions_loss: 963.4037 - logcount_predictions_loss: 0.1664 428/2544 [====>.........................] - ETA: 10:57 - loss: 969.6463 - logits_profile_predictions_loss: 963.4070 - logcount_predictions_loss: 0.1664 429/2544 [====>.........................] - ETA: 10:57 - loss: 969.6498 - logits_profile_predictions_loss: 963.4105 - logcount_predictions_loss: 0.1664 430/2544 [====>.........................] - ETA: 10:57 - loss: 969.6529 - logits_profile_predictions_loss: 963.4135 - logcount_predictions_loss: 0.1664 431/2544 [====>.........................] - ETA: 10:56 - loss: 969.6558 - logits_profile_predictions_loss: 963.4163 - logcount_predictions_loss: 0.1664 432/2544 [====>.........................] - ETA: 10:56 - loss: 969.6586 - logits_profile_predictions_loss: 963.4190 - logcount_predictions_loss: 0.1664 433/2544 [====>.........................] - ETA: 10:56 - loss: 969.6616 - logits_profile_predictions_loss: 963.4219 - logcount_predictions_loss: 0.1664 434/2544 [====>.........................] - ETA: 10:56 - loss: 969.6649 - logits_profile_predictions_loss: 963.4251 - logcount_predictions_loss: 0.1664 435/2544 [====>.........................] - ETA: 10:55 - loss: 969.6683 - logits_profile_predictions_loss: 963.4284 - logcount_predictions_loss: 0.1664 436/2544 [====>.........................] - ETA: 10:55 - loss: 969.6714 - logits_profile_predictions_loss: 963.4314 - logcount_predictions_loss: 0.1664 437/2544 [====>.........................] - ETA: 10:55 - loss: 969.6752 - logits_profile_predictions_loss: 963.4350 - logcount_predictions_loss: 0.1664 438/2544 [====>.........................] - ETA: 10:54 - loss: 969.6782 - logits_profile_predictions_loss: 963.4379 - logcount_predictions_loss: 0.1664 439/2544 [====>.........................] - ETA: 10:54 - loss: 969.6809 - logits_profile_predictions_loss: 963.4405 - logcount_predictions_loss: 0.1664 440/2544 [====>.........................] - ETA: 10:54 - loss: 969.6839 - logits_profile_predictions_loss: 963.4434 - logcount_predictions_loss: 0.1664 441/2544 [====>.........................] - ETA: 10:53 - loss: 969.6876 - logits_profile_predictions_loss: 963.4470 - logcount_predictions_loss: 0.1664 442/2544 [====>.........................] - ETA: 10:53 - loss: 969.6911 - logits_profile_predictions_loss: 963.4504 - logcount_predictions_loss: 0.1664 443/2544 [====>.........................] - ETA: 10:53 - loss: 969.6950 - logits_profile_predictions_loss: 963.4541 - logcount_predictions_loss: 0.1664 444/2544 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[====>.........................] - ETA: 10:40 - loss: 969.7309 - logits_profile_predictions_loss: 963.4843 - logcount_predictions_loss: 0.1666 484/2544 [====>.........................] - ETA: 10:40 - loss: 969.7309 - logits_profile_predictions_loss: 963.4841 - logcount_predictions_loss: 0.1666 485/2544 [====>.........................] - ETA: 10:40 - loss: 969.7303 - logits_profile_predictions_loss: 963.4834 - logcount_predictions_loss: 0.1666 486/2544 [====>.........................] - ETA: 10:39 - loss: 969.7298 - logits_profile_predictions_loss: 963.4828 - logcount_predictions_loss: 0.1666 487/2544 [====>.........................] - ETA: 10:39 - loss: 969.7293 - logits_profile_predictions_loss: 963.4821 - logcount_predictions_loss: 0.1666 488/2544 [====>.........................] - ETA: 10:39 - loss: 969.7292 - logits_profile_predictions_loss: 963.4819 - logcount_predictions_loss: 0.1666 489/2544 [====>.........................] - ETA: 10:39 - loss: 969.7294 - 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[====>.........................] - ETA: 10:36 - loss: 969.7318 - logits_profile_predictions_loss: 963.4833 - logcount_predictions_loss: 0.1666 497/2544 [====>.........................] - ETA: 10:36 - loss: 969.7318 - logits_profile_predictions_loss: 963.4832 - logcount_predictions_loss: 0.1666 498/2544 [====>.........................] - ETA: 10:36 - loss: 969.7319 - logits_profile_predictions_loss: 963.4831 - logcount_predictions_loss: 0.1666 499/2544 [====>.........................] - ETA: 10:35 - loss: 969.7313 - logits_profile_predictions_loss: 963.4825 - logcount_predictions_loss: 0.1666 500/2544 [====>.........................] - ETA: 10:35 - loss: 969.7311 - logits_profile_predictions_loss: 963.4821 - logcount_predictions_loss: 0.1666 501/2544 [====>.........................] - ETA: 10:35 - loss: 969.7306 - logits_profile_predictions_loss: 963.4815 - logcount_predictions_loss: 0.1666 502/2544 [====>.........................] - ETA: 10:35 - loss: 969.7304 - 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[=====>........................] - ETA: 10:28 - loss: 969.7151 - logits_profile_predictions_loss: 963.4635 - logcount_predictions_loss: 0.1667 523/2544 [=====>........................] - ETA: 10:28 - loss: 969.7134 - logits_profile_predictions_loss: 963.4617 - logcount_predictions_loss: 0.1667 524/2544 [=====>........................] - ETA: 10:28 - loss: 969.7120 - logits_profile_predictions_loss: 963.4602 - logcount_predictions_loss: 0.1667 525/2544 [=====>........................] - ETA: 10:27 - loss: 969.7109 - logits_profile_predictions_loss: 963.4589 - logcount_predictions_loss: 0.1667 526/2544 [=====>........................] - ETA: 10:27 - loss: 969.7097 - logits_profile_predictions_loss: 963.4576 - logcount_predictions_loss: 0.1667 527/2544 [=====>........................] - ETA: 10:27 - loss: 969.7085 - logits_profile_predictions_loss: 963.4562 - logcount_predictions_loss: 0.1667 528/2544 [=====>........................] - ETA: 10:26 - loss: 969.7069 - 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[==============================] - ETA: 0s - loss: 969.0736 - logits_profile_predictions_loss: 962.8034 - logcount_predictions_loss: 0.1672 2544/2544 [==============================] - 822s 323ms/step - loss: 969.0744 - logits_profile_predictions_loss: 962.8043 - logcount_predictions_loss: 0.1672 - val_loss: 1036.9320 - val_logits_profile_predictions_loss: 1031.1914 - val_logcount_predictions_loss: 0.1531 Epoch 00005: val_loss improved from 1050.38501 to 1036.93201, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2/chrombpnet.h5 Epoch 6/50 1/2544 [..............................] - ETA: 13:24 - loss: 958.2936 - logits_profile_predictions_loss: 952.9619 - logcount_predictions_loss: 0.1422 2/2544 [..............................] - ETA: 13:02 - loss: 946.5758 - logits_profile_predictions_loss: 941.2772 - logcount_predictions_loss: 0.1413 3/2544 [..............................] - ETA: 13:02 - loss: 954.6859 - 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[===>..........................] - ETA: 11:16 - loss: 960.6933 - logits_profile_predictions_loss: 954.5682 - logcount_predictions_loss: 0.1633 362/2544 [===>..........................] - ETA: 11:16 - loss: 960.7037 - logits_profile_predictions_loss: 954.5789 - logcount_predictions_loss: 0.1633 363/2544 [===>..........................] - ETA: 11:16 - loss: 960.7147 - logits_profile_predictions_loss: 954.5902 - logcount_predictions_loss: 0.1633 364/2544 [===>..........................] - ETA: 11:15 - loss: 960.7252 - logits_profile_predictions_loss: 954.6009 - logcount_predictions_loss: 0.1633 365/2544 [===>..........................] - ETA: 11:15 - loss: 960.7354 - logits_profile_predictions_loss: 954.6114 - logcount_predictions_loss: 0.1633 366/2544 [===>..........................] - ETA: 11:15 - loss: 960.7462 - logits_profile_predictions_loss: 954.6225 - logcount_predictions_loss: 0.1633 367/2544 [===>..........................] - ETA: 11:15 - loss: 960.7568 - 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[===>..........................] - ETA: 11:09 - loss: 960.9345 - logits_profile_predictions_loss: 954.8177 - logcount_predictions_loss: 0.1631 388/2544 [===>..........................] - ETA: 11:08 - loss: 960.9433 - logits_profile_predictions_loss: 954.8268 - logcount_predictions_loss: 0.1631 389/2544 [===>..........................] - ETA: 11:08 - loss: 960.9523 - logits_profile_predictions_loss: 954.8362 - logcount_predictions_loss: 0.1631 390/2544 [===>..........................] - ETA: 11:08 - loss: 960.9608 - logits_profile_predictions_loss: 954.8452 - logcount_predictions_loss: 0.1631 391/2544 [===>..........................] - ETA: 11:07 - loss: 960.9702 - logits_profile_predictions_loss: 954.8549 - logcount_predictions_loss: 0.1631 392/2544 [===>..........................] - ETA: 11:07 - loss: 960.9793 - logits_profile_predictions_loss: 954.8644 - logcount_predictions_loss: 0.1631 393/2544 [===>..........................] - ETA: 11:07 - loss: 960.9883 - 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[===>..........................] - ETA: 11:05 - loss: 961.0463 - logits_profile_predictions_loss: 954.9345 - logcount_predictions_loss: 0.1630 401/2544 [===>..........................] - ETA: 11:04 - loss: 961.0534 - logits_profile_predictions_loss: 954.9421 - logcount_predictions_loss: 0.1630 402/2544 [===>..........................] - ETA: 11:04 - loss: 961.0605 - logits_profile_predictions_loss: 954.9495 - logcount_predictions_loss: 0.1630 403/2544 [===>..........................] - ETA: 11:04 - loss: 961.0681 - logits_profile_predictions_loss: 954.9575 - logcount_predictions_loss: 0.1629 404/2544 [===>..........................] - ETA: 11:03 - loss: 961.0760 - logits_profile_predictions_loss: 954.9658 - logcount_predictions_loss: 0.1629 405/2544 [===>..........................] - ETA: 11:03 - loss: 961.0839 - logits_profile_predictions_loss: 954.9741 - logcount_predictions_loss: 0.1629 406/2544 [===>..........................] - ETA: 11:03 - loss: 961.0928 - 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[===>..........................] - ETA: 11:01 - loss: 961.1619 - logits_profile_predictions_loss: 955.0550 - logcount_predictions_loss: 0.1628 414/2544 [===>..........................] - ETA: 11:00 - loss: 961.1724 - logits_profile_predictions_loss: 955.0658 - logcount_predictions_loss: 0.1628 415/2544 [===>..........................] - ETA: 11:00 - loss: 961.1831 - logits_profile_predictions_loss: 955.0769 - logcount_predictions_loss: 0.1628 416/2544 [===>..........................] - ETA: 11:00 - loss: 961.1936 - logits_profile_predictions_loss: 955.0877 - logcount_predictions_loss: 0.1628 417/2544 [===>..........................] - ETA: 10:59 - loss: 961.2041 - logits_profile_predictions_loss: 955.0985 - logcount_predictions_loss: 0.1628 418/2544 [===>..........................] - ETA: 10:59 - loss: 961.2141 - logits_profile_predictions_loss: 955.1089 - logcount_predictions_loss: 0.1628 419/2544 [===>..........................] - ETA: 10:59 - loss: 961.2242 - 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[====>.........................] - ETA: 10:57 - loss: 961.2959 - logits_profile_predictions_loss: 955.1935 - logcount_predictions_loss: 0.1627 427/2544 [====>.........................] - ETA: 10:56 - loss: 961.3064 - logits_profile_predictions_loss: 955.2044 - logcount_predictions_loss: 0.1627 428/2544 [====>.........................] - ETA: 10:56 - loss: 961.3166 - logits_profile_predictions_loss: 955.2149 - logcount_predictions_loss: 0.1627 429/2544 [====>.........................] - ETA: 10:56 - loss: 961.3269 - logits_profile_predictions_loss: 955.2255 - logcount_predictions_loss: 0.1627 430/2544 [====>.........................] - ETA: 10:55 - loss: 961.3371 - logits_profile_predictions_loss: 955.2361 - logcount_predictions_loss: 0.1627 431/2544 [====>.........................] - ETA: 10:55 - loss: 961.3474 - logits_profile_predictions_loss: 955.2467 - logcount_predictions_loss: 0.1627 432/2544 [====>.........................] - ETA: 10:55 - loss: 961.3584 - 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[====>.........................] - ETA: 10:53 - loss: 961.4433 - logits_profile_predictions_loss: 955.3455 - logcount_predictions_loss: 0.1626 440/2544 [====>.........................] - ETA: 10:52 - loss: 961.4559 - logits_profile_predictions_loss: 955.3585 - logcount_predictions_loss: 0.1626 441/2544 [====>.........................] - ETA: 10:52 - loss: 961.4682 - logits_profile_predictions_loss: 955.3712 - logcount_predictions_loss: 0.1626 442/2544 [====>.........................] - ETA: 10:52 - loss: 961.4797 - logits_profile_predictions_loss: 955.3830 - logcount_predictions_loss: 0.1626 443/2544 [====>.........................] - ETA: 10:51 - loss: 961.4909 - logits_profile_predictions_loss: 955.3945 - logcount_predictions_loss: 0.1626 444/2544 [====>.........................] - ETA: 10:51 - loss: 961.5017 - logits_profile_predictions_loss: 955.4057 - logcount_predictions_loss: 0.1626 445/2544 [====>.........................] - ETA: 10:51 - loss: 961.5120 - 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[====>.........................] - ETA: 10:49 - loss: 961.5826 - logits_profile_predictions_loss: 955.4895 - logcount_predictions_loss: 0.1625 453/2544 [====>.........................] - ETA: 10:48 - loss: 961.5923 - logits_profile_predictions_loss: 955.4995 - logcount_predictions_loss: 0.1625 454/2544 [====>.........................] - ETA: 10:48 - loss: 961.6018 - logits_profile_predictions_loss: 955.5094 - logcount_predictions_loss: 0.1625 455/2544 [====>.........................] - ETA: 10:48 - loss: 961.6114 - logits_profile_predictions_loss: 955.5192 - logcount_predictions_loss: 0.1625 456/2544 [====>.........................] - ETA: 10:47 - loss: 961.6209 - logits_profile_predictions_loss: 955.5291 - logcount_predictions_loss: 0.1624 457/2544 [====>.........................] - ETA: 10:47 - loss: 961.6301 - logits_profile_predictions_loss: 955.5387 - logcount_predictions_loss: 0.1624 458/2544 [====>.........................] - ETA: 10:47 - loss: 961.6387 - 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[====>.........................] - ETA: 10:45 - loss: 961.6958 - logits_profile_predictions_loss: 955.6071 - logcount_predictions_loss: 0.1624 466/2544 [====>.........................] - ETA: 10:44 - loss: 961.7040 - logits_profile_predictions_loss: 955.6156 - logcount_predictions_loss: 0.1624 467/2544 [====>.........................] - ETA: 10:44 - loss: 961.7119 - logits_profile_predictions_loss: 955.6239 - logcount_predictions_loss: 0.1623 468/2544 [====>.........................] - ETA: 10:44 - loss: 961.7205 - logits_profile_predictions_loss: 955.6329 - logcount_predictions_loss: 0.1623 469/2544 [====>.........................] - ETA: 10:43 - loss: 961.7289 - logits_profile_predictions_loss: 955.6416 - logcount_predictions_loss: 0.1623 470/2544 [====>.........................] - ETA: 10:43 - loss: 961.7370 - logits_profile_predictions_loss: 955.6501 - logcount_predictions_loss: 0.1623 471/2544 [====>.........................] - ETA: 10:43 - loss: 961.7452 - 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[====>.........................] - ETA: 10:41 - loss: 961.7977 - logits_profile_predictions_loss: 955.7136 - logcount_predictions_loss: 0.1622 479/2544 [====>.........................] - ETA: 10:40 - loss: 961.8044 - logits_profile_predictions_loss: 955.7208 - logcount_predictions_loss: 0.1622 480/2544 [====>.........................] - ETA: 10:40 - loss: 961.8113 - logits_profile_predictions_loss: 955.7280 - logcount_predictions_loss: 0.1622 481/2544 [====>.........................] - ETA: 10:40 - loss: 961.8179 - logits_profile_predictions_loss: 955.7349 - logcount_predictions_loss: 0.1622 482/2544 [====>.........................] - ETA: 10:39 - loss: 961.8245 - logits_profile_predictions_loss: 955.7418 - logcount_predictions_loss: 0.1622 483/2544 [====>.........................] - ETA: 10:39 - loss: 961.8311 - logits_profile_predictions_loss: 955.7488 - logcount_predictions_loss: 0.1622 484/2544 [====>.........................] - ETA: 10:39 - loss: 961.8375 - 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[====>.........................] - ETA: 10:37 - loss: 961.8848 - logits_profile_predictions_loss: 955.8052 - logcount_predictions_loss: 0.1621 492/2544 [====>.........................] - ETA: 10:36 - loss: 961.8914 - logits_profile_predictions_loss: 955.8122 - logcount_predictions_loss: 0.1621 493/2544 [====>.........................] - ETA: 10:36 - loss: 961.8975 - logits_profile_predictions_loss: 955.8186 - logcount_predictions_loss: 0.1621 494/2544 [====>.........................] - ETA: 10:36 - loss: 961.9034 - logits_profile_predictions_loss: 955.8249 - logcount_predictions_loss: 0.1621 495/2544 [====>.........................] - ETA: 10:35 - loss: 961.9096 - logits_profile_predictions_loss: 955.8315 - logcount_predictions_loss: 0.1621 496/2544 [====>.........................] - ETA: 10:35 - loss: 961.9161 - logits_profile_predictions_loss: 955.8383 - logcount_predictions_loss: 0.1621 497/2544 [====>.........................] - ETA: 10:35 - loss: 961.9225 - 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[====>.........................] - ETA: 10:33 - loss: 961.9636 - logits_profile_predictions_loss: 955.8883 - logcount_predictions_loss: 0.1620 505/2544 [====>.........................] - ETA: 10:32 - loss: 961.9693 - logits_profile_predictions_loss: 955.8943 - logcount_predictions_loss: 0.1620 506/2544 [====>.........................] - ETA: 10:32 - loss: 961.9748 - logits_profile_predictions_loss: 955.9001 - logcount_predictions_loss: 0.1620 507/2544 [====>.........................] - ETA: 10:32 - loss: 961.9803 - logits_profile_predictions_loss: 955.9060 - logcount_predictions_loss: 0.1620 508/2544 [====>.........................] - ETA: 10:31 - loss: 961.9859 - logits_profile_predictions_loss: 955.9119 - logcount_predictions_loss: 0.1620 509/2544 [=====>........................] - ETA: 10:31 - loss: 961.9917 - logits_profile_predictions_loss: 955.9180 - logcount_predictions_loss: 0.1620 510/2544 [=====>........................] - ETA: 10:31 - loss: 961.9975 - 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[=====>........................] - ETA: 10:29 - loss: 962.0377 - logits_profile_predictions_loss: 955.9667 - logcount_predictions_loss: 0.1619 518/2544 [=====>........................] - ETA: 10:28 - loss: 962.0435 - logits_profile_predictions_loss: 955.9728 - logcount_predictions_loss: 0.1619 519/2544 [=====>........................] - ETA: 10:28 - loss: 962.0491 - logits_profile_predictions_loss: 955.9787 - logcount_predictions_loss: 0.1619 520/2544 [=====>........................] - ETA: 10:28 - loss: 962.0546 - logits_profile_predictions_loss: 955.9845 - logcount_predictions_loss: 0.1619 521/2544 [=====>........................] - ETA: 10:27 - loss: 962.0599 - logits_profile_predictions_loss: 955.9902 - logcount_predictions_loss: 0.1619 522/2544 [=====>........................] - ETA: 10:27 - loss: 962.0650 - logits_profile_predictions_loss: 955.9957 - logcount_predictions_loss: 0.1618 523/2544 [=====>........................] - ETA: 10:27 - loss: 962.0702 - 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[=====>........................] - ETA: 10:25 - loss: 962.1104 - logits_profile_predictions_loss: 956.0439 - logcount_predictions_loss: 0.1618 531/2544 [=====>........................] - ETA: 10:24 - loss: 962.1163 - logits_profile_predictions_loss: 956.0501 - logcount_predictions_loss: 0.1618 532/2544 [=====>........................] - ETA: 10:24 - loss: 962.1221 - logits_profile_predictions_loss: 956.0563 - logcount_predictions_loss: 0.1617 533/2544 [=====>........................] - ETA: 10:24 - loss: 962.1281 - logits_profile_predictions_loss: 956.0626 - logcount_predictions_loss: 0.1617 534/2544 [=====>........................] - ETA: 10:23 - loss: 962.1340 - logits_profile_predictions_loss: 956.0689 - logcount_predictions_loss: 0.1617 535/2544 [=====>........................] - ETA: 10:23 - loss: 962.1397 - logits_profile_predictions_loss: 956.0750 - logcount_predictions_loss: 0.1617 536/2544 [=====>........................] - ETA: 10:23 - loss: 962.1458 - 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[============================>.] - ETA: 1s - loss: 966.8013 - logits_profile_predictions_loss: 960.8132 - logcount_predictions_loss: 0.1597 2540/2544 [============================>.] - ETA: 1s - loss: 966.8020 - logits_profile_predictions_loss: 960.8139 - logcount_predictions_loss: 0.1597 2541/2544 [============================>.] - ETA: 0s - loss: 966.8026 - logits_profile_predictions_loss: 960.8146 - logcount_predictions_loss: 0.1597 2542/2544 [============================>.] - ETA: 0s - loss: 966.8033 - logits_profile_predictions_loss: 960.8153 - logcount_predictions_loss: 0.1597 2543/2544 [============================>.] - ETA: 0s - loss: 966.8039 - logits_profile_predictions_loss: 960.8159 - logcount_predictions_loss: 0.1597 2544/2544 [==============================] - ETA: 0s - loss: 966.8046 - logits_profile_predictions_loss: 960.8166 - logcount_predictions_loss: 0.1597 2544/2544 [==============================] - 822s 323ms/step - loss: 966.8053 - logits_profile_predictions_loss: 960.8173 - logcount_predictions_loss: 0.1597 - val_loss: 1052.7720 - val_logits_profile_predictions_loss: 1046.6677 - val_logcount_predictions_loss: 0.1628 Epoch 00006: val_loss did not improve from 1036.93201 Epoch 7/50 1/2544 [..............................] - ETA: 13:32 - loss: 878.8546 - logits_profile_predictions_loss: 873.4823 - logcount_predictions_loss: 0.1433 2/2544 [..............................] - ETA: 13:03 - loss: 892.4089 - logits_profile_predictions_loss: 887.1696 - logcount_predictions_loss: 0.1397 3/2544 [..............................] - ETA: 13:02 - loss: 919.8055 - logits_profile_predictions_loss: 914.4808 - logcount_predictions_loss: 0.1420 4/2544 [..............................] - ETA: 13:03 - loss: 936.4186 - logits_profile_predictions_loss: 931.0725 - logcount_predictions_loss: 0.1426 5/2544 [..............................] - ETA: 13:03 - loss: 944.4826 - logits_profile_predictions_loss: 939.1493 - logcount_predictions_loss: 0.1422 6/2544 [..............................] - ETA: 13:03 - loss: 951.1711 - logits_profile_predictions_loss: 945.8238 - logcount_predictions_loss: 0.1426 7/2544 [..............................] - ETA: 13:02 - loss: 956.1800 - logits_profile_predictions_loss: 950.8393 - logcount_predictions_loss: 0.1424 8/2544 [..............................] - ETA: 13:02 - loss: 960.4052 - logits_profile_predictions_loss: 955.0416 - logcount_predictions_loss: 0.1430 9/2544 [..............................] - ETA: 13:02 - loss: 962.5086 - logits_profile_predictions_loss: 957.1077 - logcount_predictions_loss: 0.1440 10/2544 [..............................] - ETA: 13:02 - loss: 964.0415 - logits_profile_predictions_loss: 958.6145 - logcount_predictions_loss: 0.1447 11/2544 [..............................] - ETA: 13:02 - loss: 966.1343 - logits_profile_predictions_loss: 960.6687 - logcount_predictions_loss: 0.1457 12/2544 [..............................] - ETA: 13:02 - loss: 966.6045 - logits_profile_predictions_loss: 961.1173 - logcount_predictions_loss: 0.1463 13/2544 [..............................] - ETA: 13:01 - loss: 967.8114 - logits_profile_predictions_loss: 962.3123 - logcount_predictions_loss: 0.1466 14/2544 [..............................] - ETA: 13:01 - loss: 969.0629 - logits_profile_predictions_loss: 963.5605 - logcount_predictions_loss: 0.1467 15/2544 [..............................] - ETA: 13:01 - loss: 970.3337 - logits_profile_predictions_loss: 964.8380 - logcount_predictions_loss: 0.1466 16/2544 [..............................] - ETA: 13:01 - loss: 971.3414 - logits_profile_predictions_loss: 965.8400 - logcount_predictions_loss: 0.1467 17/2544 [..............................] - ETA: 13:00 - loss: 972.5348 - logits_profile_predictions_loss: 967.0271 - logcount_predictions_loss: 0.1469 18/2544 [..............................] - ETA: 13:00 - loss: 973.1438 - logits_profile_predictions_loss: 967.6225 - logcount_predictions_loss: 0.1472 19/2544 [..............................] - ETA: 13:00 - loss: 973.7969 - logits_profile_predictions_loss: 968.2534 - logcount_predictions_loss: 0.1478 20/2544 [..............................] - ETA: 13:00 - loss: 974.4036 - logits_profile_predictions_loss: 968.8364 - logcount_predictions_loss: 0.1485 21/2544 [..............................] - ETA: 12:59 - loss: 975.0000 - logits_profile_predictions_loss: 969.4060 - logcount_predictions_loss: 0.1492 22/2544 [..............................] - ETA: 12:59 - loss: 975.6100 - logits_profile_predictions_loss: 969.9915 - logcount_predictions_loss: 0.1498 23/2544 [..............................] - ETA: 12:59 - loss: 976.2426 - logits_profile_predictions_loss: 970.6001 - logcount_predictions_loss: 0.1505 24/2544 [..............................] - ETA: 12:59 - loss: 976.6991 - logits_profile_predictions_loss: 971.0402 - logcount_predictions_loss: 0.1509 25/2544 [..............................] - ETA: 12:58 - loss: 976.9121 - logits_profile_predictions_loss: 971.2414 - logcount_predictions_loss: 0.1512 26/2544 [..............................] - ETA: 12:58 - loss: 977.2423 - logits_profile_predictions_loss: 971.5581 - logcount_predictions_loss: 0.1516 27/2544 [..............................] - ETA: 12:58 - loss: 977.4493 - logits_profile_predictions_loss: 971.7537 - logcount_predictions_loss: 0.1519 28/2544 [..............................] - ETA: 12:58 - loss: 977.6077 - logits_profile_predictions_loss: 971.9005 - logcount_predictions_loss: 0.1522 29/2544 [..............................] - ETA: 12:57 - loss: 977.7789 - logits_profile_predictions_loss: 972.0634 - logcount_predictions_loss: 0.1524 30/2544 [..............................] - ETA: 12:57 - loss: 977.9103 - logits_profile_predictions_loss: 972.1878 - logcount_predictions_loss: 0.1526 31/2544 [..............................] - ETA: 12:57 - loss: 977.9240 - logits_profile_predictions_loss: 972.1943 - logcount_predictions_loss: 0.1528 32/2544 [..............................] - ETA: 12:56 - loss: 977.8551 - logits_profile_predictions_loss: 972.1184 - logcount_predictions_loss: 0.1530 33/2544 [..............................] - ETA: 12:56 - loss: 977.7618 - logits_profile_predictions_loss: 972.0157 - logcount_predictions_loss: 0.1532 34/2544 [..............................] - ETA: 12:56 - loss: 977.6915 - logits_profile_predictions_loss: 971.9368 - logcount_predictions_loss: 0.1535 35/2544 [..............................] - ETA: 12:56 - loss: 977.5810 - logits_profile_predictions_loss: 971.8188 - logcount_predictions_loss: 0.1537 36/2544 [..............................] - ETA: 12:55 - loss: 977.4256 - logits_profile_predictions_loss: 971.6542 - logcount_predictions_loss: 0.1539 37/2544 [..............................] - ETA: 12:55 - loss: 977.3303 - logits_profile_predictions_loss: 971.5489 - logcount_predictions_loss: 0.1542 38/2544 [..............................] - ETA: 12:55 - loss: 977.1724 - logits_profile_predictions_loss: 971.3837 - logcount_predictions_loss: 0.1544 39/2544 [..............................] - ETA: 12:54 - loss: 977.0532 - logits_profile_predictions_loss: 971.2567 - logcount_predictions_loss: 0.1546 40/2544 [..............................] - ETA: 12:54 - loss: 976.9486 - logits_profile_predictions_loss: 971.1448 - logcount_predictions_loss: 0.1548 41/2544 [..............................] - ETA: 12:54 - loss: 976.8471 - logits_profile_predictions_loss: 971.0361 - logcount_predictions_loss: 0.1550 42/2544 [..............................] - ETA: 12:54 - loss: 976.7021 - logits_profile_predictions_loss: 970.8851 - logcount_predictions_loss: 0.1551 43/2544 [..............................] - ETA: 12:53 - loss: 976.4934 - logits_profile_predictions_loss: 970.6702 - logcount_predictions_loss: 0.1553 44/2544 [..............................] - ETA: 12:53 - loss: 976.2419 - logits_profile_predictions_loss: 970.4139 - logcount_predictions_loss: 0.1554 45/2544 [..............................] - ETA: 12:53 - loss: 976.0401 - logits_profile_predictions_loss: 970.2086 - logcount_predictions_loss: 0.1555 46/2544 [..............................] - ETA: 12:52 - loss: 975.8404 - logits_profile_predictions_loss: 970.0058 - logcount_predictions_loss: 0.1556 47/2544 [..............................] - ETA: 12:52 - loss: 975.7158 - logits_profile_predictions_loss: 969.8780 - logcount_predictions_loss: 0.1557 48/2544 [..............................] - ETA: 12:52 - loss: 975.5896 - logits_profile_predictions_loss: 969.7491 - logcount_predictions_loss: 0.1557 49/2544 [..............................] - ETA: 12:52 - loss: 975.5291 - logits_profile_predictions_loss: 969.6858 - logcount_predictions_loss: 0.1558 50/2544 [..............................] - ETA: 12:51 - loss: 975.5112 - logits_profile_predictions_loss: 969.6660 - logcount_predictions_loss: 0.1559 51/2544 [..............................] - ETA: 12:51 - loss: 975.4425 - logits_profile_predictions_loss: 969.5948 - logcount_predictions_loss: 0.1559 52/2544 [..............................] - ETA: 12:51 - loss: 975.4020 - logits_profile_predictions_loss: 969.5518 - logcount_predictions_loss: 0.1560 53/2544 [..............................] - ETA: 12:50 - loss: 975.3715 - logits_profile_predictions_loss: 969.5193 - logcount_predictions_loss: 0.1561 54/2544 [..............................] - ETA: 12:50 - loss: 975.3872 - logits_profile_predictions_loss: 969.5335 - logcount_predictions_loss: 0.1561 55/2544 [..............................] - ETA: 12:50 - loss: 975.3663 - logits_profile_predictions_loss: 969.5108 - logcount_predictions_loss: 0.1561 56/2544 [..............................] - ETA: 12:50 - loss: 975.3196 - logits_profile_predictions_loss: 969.4622 - logcount_predictions_loss: 0.1562 57/2544 [..............................] - ETA: 12:49 - loss: 975.2806 - logits_profile_predictions_loss: 969.4221 - logcount_predictions_loss: 0.1562 58/2544 [..............................] - ETA: 12:49 - loss: 975.1970 - logits_profile_predictions_loss: 969.3378 - logcount_predictions_loss: 0.1562 59/2544 [..............................] - ETA: 12:49 - loss: 975.1212 - logits_profile_predictions_loss: 969.2612 - logcount_predictions_loss: 0.1563 60/2544 [..............................] - ETA: 12:48 - loss: 975.0662 - logits_profile_predictions_loss: 969.2053 - logcount_predictions_loss: 0.1563 61/2544 [..............................] - ETA: 12:48 - loss: 975.0459 - logits_profile_predictions_loss: 969.1838 - logcount_predictions_loss: 0.1563 62/2544 [..............................] - ETA: 12:48 - loss: 975.0581 - logits_profile_predictions_loss: 969.1951 - logcount_predictions_loss: 0.1563 63/2544 [..............................] - ETA: 12:48 - loss: 975.1153 - logits_profile_predictions_loss: 969.2522 - logcount_predictions_loss: 0.1564 64/2544 [..............................] - ETA: 12:47 - loss: 975.2115 - logits_profile_predictions_loss: 969.3483 - logcount_predictions_loss: 0.1564 65/2544 [..............................] - ETA: 12:47 - loss: 975.3120 - logits_profile_predictions_loss: 969.4482 - logcount_predictions_loss: 0.1564 66/2544 [..............................] - ETA: 12:47 - loss: 975.4114 - logits_profile_predictions_loss: 969.5461 - logcount_predictions_loss: 0.1564 67/2544 [..............................] - ETA: 12:46 - loss: 975.4980 - logits_profile_predictions_loss: 969.6303 - logcount_predictions_loss: 0.1565 68/2544 [..............................] - ETA: 12:46 - loss: 975.5752 - logits_profile_predictions_loss: 969.7023 - logcount_predictions_loss: 0.1566 69/2544 [..............................] - ETA: 12:46 - loss: 975.6336 - logits_profile_predictions_loss: 969.7555 - logcount_predictions_loss: 0.1567 70/2544 [..............................] - ETA: 12:46 - loss: 975.6835 - logits_profile_predictions_loss: 969.8008 - logcount_predictions_loss: 0.1569 71/2544 [..............................] - ETA: 12:45 - loss: 975.7419 - logits_profile_predictions_loss: 969.8547 - logcount_predictions_loss: 0.1570 72/2544 [..............................] - ETA: 12:45 - loss: 975.8161 - logits_profile_predictions_loss: 969.9250 - logcount_predictions_loss: 0.1571 73/2544 [..............................] - ETA: 12:45 - loss: 975.9034 - logits_profile_predictions_loss: 970.0086 - logcount_predictions_loss: 0.1572 74/2544 [..............................] - ETA: 12:44 - loss: 975.9920 - logits_profile_predictions_loss: 970.0937 - logcount_predictions_loss: 0.1573 75/2544 [..............................] - ETA: 12:44 - loss: 976.0691 - logits_profile_predictions_loss: 970.1670 - logcount_predictions_loss: 0.1574 76/2544 [..............................] - ETA: 12:44 - loss: 976.1360 - logits_profile_predictions_loss: 970.2302 - logcount_predictions_loss: 0.1575 77/2544 [..............................] - ETA: 12:43 - loss: 976.1999 - logits_profile_predictions_loss: 970.2908 - logcount_predictions_loss: 0.1576 78/2544 [..............................] - ETA: 12:43 - loss: 976.2297 - logits_profile_predictions_loss: 970.3174 - logcount_predictions_loss: 0.1577 79/2544 [..............................] - ETA: 12:43 - loss: 976.2474 - logits_profile_predictions_loss: 970.3320 - logcount_predictions_loss: 0.1577 80/2544 [..............................] - ETA: 12:43 - loss: 976.2645 - logits_profile_predictions_loss: 970.3460 - logcount_predictions_loss: 0.1578 81/2544 [..............................] - ETA: 12:42 - loss: 976.2719 - logits_profile_predictions_loss: 970.3502 - logcount_predictions_loss: 0.1579 82/2544 [..............................] - ETA: 12:42 - loss: 976.2889 - logits_profile_predictions_loss: 970.3644 - logcount_predictions_loss: 0.1580 83/2544 [..............................] - ETA: 12:42 - loss: 976.3077 - logits_profile_predictions_loss: 970.3807 - logcount_predictions_loss: 0.1581 84/2544 [..............................] - ETA: 12:41 - loss: 976.3268 - logits_profile_predictions_loss: 970.3967 - logcount_predictions_loss: 0.1581 85/2544 [>.............................] - ETA: 12:41 - loss: 976.3355 - logits_profile_predictions_loss: 970.4021 - logcount_predictions_loss: 0.1582 86/2544 [>.............................] - ETA: 12:41 - loss: 976.3525 - logits_profile_predictions_loss: 970.4159 - logcount_predictions_loss: 0.1583 87/2544 [>.............................] - ETA: 12:40 - loss: 976.3734 - logits_profile_predictions_loss: 970.4335 - logcount_predictions_loss: 0.1584 88/2544 [>.............................] - ETA: 12:40 - loss: 976.4089 - logits_profile_predictions_loss: 970.4656 - logcount_predictions_loss: 0.1585 89/2544 [>.............................] - ETA: 12:40 - loss: 976.4393 - logits_profile_predictions_loss: 970.4930 - logcount_predictions_loss: 0.1586 90/2544 [>.............................] - ETA: 12:40 - loss: 976.4642 - logits_profile_predictions_loss: 970.5152 - logcount_predictions_loss: 0.1586 91/2544 [>.............................] - ETA: 12:39 - loss: 976.4949 - logits_profile_predictions_loss: 970.5437 - logcount_predictions_loss: 0.1587 92/2544 [>.............................] - ETA: 12:39 - loss: 976.5311 - logits_profile_predictions_loss: 970.5776 - logcount_predictions_loss: 0.1588 93/2544 [>.............................] - ETA: 12:39 - loss: 976.5804 - logits_profile_predictions_loss: 970.6248 - logcount_predictions_loss: 0.1588 94/2544 [>.............................] - ETA: 12:38 - loss: 976.6159 - logits_profile_predictions_loss: 970.6583 - logcount_predictions_loss: 0.1589 95/2544 [>.............................] - ETA: 12:38 - loss: 976.6374 - logits_profile_predictions_loss: 970.6777 - logcount_predictions_loss: 0.1589 96/2544 [>.............................] - ETA: 12:38 - loss: 976.6497 - logits_profile_predictions_loss: 970.6883 - logcount_predictions_loss: 0.1590 97/2544 [>.............................] - ETA: 12:37 - loss: 976.6729 - logits_profile_predictions_loss: 970.7097 - logcount_predictions_loss: 0.1590 98/2544 [>.............................] - ETA: 12:37 - loss: 976.7053 - logits_profile_predictions_loss: 970.7404 - logcount_predictions_loss: 0.1591 99/2544 [>.............................] - ETA: 12:37 - loss: 976.7312 - logits_profile_predictions_loss: 970.7647 - logcount_predictions_loss: 0.1591 100/2544 [>.............................] - ETA: 12:37 - loss: 976.7582 - logits_profile_predictions_loss: 970.7903 - logcount_predictions_loss: 0.1591 101/2544 [>.............................] - ETA: 12:36 - loss: 976.7812 - logits_profile_predictions_loss: 970.8120 - logcount_predictions_loss: 0.1592 102/2544 [>.............................] - ETA: 12:36 - loss: 976.7922 - logits_profile_predictions_loss: 970.8217 - logcount_predictions_loss: 0.1592 103/2544 [>.............................] - ETA: 12:36 - loss: 976.8058 - logits_profile_predictions_loss: 970.8342 - logcount_predictions_loss: 0.1592 104/2544 [>.............................] - ETA: 12:35 - loss: 976.8170 - logits_profile_predictions_loss: 970.8445 - logcount_predictions_loss: 0.1593 105/2544 [>.............................] - ETA: 12:35 - loss: 976.8316 - logits_profile_predictions_loss: 970.8583 - logcount_predictions_loss: 0.1593 106/2544 [>.............................] - ETA: 12:35 - loss: 976.8541 - logits_profile_predictions_loss: 970.8800 - logcount_predictions_loss: 0.1593 107/2544 [>.............................] - ETA: 12:34 - loss: 976.8770 - logits_profile_predictions_loss: 970.9022 - logcount_predictions_loss: 0.1593 108/2544 [>.............................] - ETA: 12:34 - loss: 976.9054 - logits_profile_predictions_loss: 970.9298 - logcount_predictions_loss: 0.1593 109/2544 [>.............................] - ETA: 12:34 - loss: 976.9319 - logits_profile_predictions_loss: 970.9558 - logcount_predictions_loss: 0.1594 110/2544 [>.............................] - ETA: 12:34 - loss: 976.9584 - logits_profile_predictions_loss: 970.9819 - logcount_predictions_loss: 0.1594 111/2544 [>.............................] - ETA: 12:33 - loss: 976.9770 - logits_profile_predictions_loss: 971.0002 - logcount_predictions_loss: 0.1594 112/2544 [>.............................] - ETA: 12:33 - loss: 976.9918 - logits_profile_predictions_loss: 971.0146 - logcount_predictions_loss: 0.1594 113/2544 [>.............................] - ETA: 12:33 - loss: 977.0152 - logits_profile_predictions_loss: 971.0377 - logcount_predictions_loss: 0.1594 114/2544 [>.............................] - ETA: 12:32 - loss: 977.0286 - logits_profile_predictions_loss: 971.0509 - logcount_predictions_loss: 0.1594 115/2544 [>.............................] - ETA: 12:32 - loss: 977.0415 - logits_profile_predictions_loss: 971.0638 - logcount_predictions_loss: 0.1594 116/2544 [>.............................] - ETA: 12:32 - loss: 977.0491 - logits_profile_predictions_loss: 971.0714 - logcount_predictions_loss: 0.1594 117/2544 [>.............................] - ETA: 12:31 - loss: 977.0639 - logits_profile_predictions_loss: 971.0861 - logcount_predictions_loss: 0.1594 118/2544 [>.............................] - ETA: 12:31 - loss: 977.0788 - logits_profile_predictions_loss: 971.1009 - logcount_predictions_loss: 0.1594 119/2544 [>.............................] - ETA: 12:31 - loss: 977.0921 - logits_profile_predictions_loss: 971.1140 - logcount_predictions_loss: 0.1594 120/2544 [>.............................] - ETA: 12:31 - loss: 977.1006 - logits_profile_predictions_loss: 971.1222 - logcount_predictions_loss: 0.1594 121/2544 [>.............................] - ETA: 12:30 - loss: 977.1118 - logits_profile_predictions_loss: 971.1330 - logcount_predictions_loss: 0.1594 122/2544 [>.............................] - ETA: 12:30 - loss: 977.1227 - logits_profile_predictions_loss: 971.1437 - logcount_predictions_loss: 0.1594 123/2544 [>.............................] - ETA: 12:30 - loss: 977.1317 - logits_profile_predictions_loss: 971.1525 - logcount_predictions_loss: 0.1594 124/2544 [>.............................] - ETA: 12:29 - loss: 977.1423 - logits_profile_predictions_loss: 971.1628 - logcount_predictions_loss: 0.1594 125/2544 [>.............................] - ETA: 12:29 - loss: 977.1544 - logits_profile_predictions_loss: 971.1747 - logcount_predictions_loss: 0.1595 126/2544 [>.............................] - ETA: 12:29 - loss: 977.1645 - logits_profile_predictions_loss: 971.1846 - logcount_predictions_loss: 0.1595 127/2544 [>.............................] - ETA: 12:28 - loss: 977.1714 - logits_profile_predictions_loss: 971.1913 - logcount_predictions_loss: 0.1595 128/2544 [>.............................] - ETA: 12:28 - loss: 977.1824 - logits_profile_predictions_loss: 971.2022 - logcount_predictions_loss: 0.1595 129/2544 [>.............................] - ETA: 12:28 - loss: 977.1856 - logits_profile_predictions_loss: 971.2050 - logcount_predictions_loss: 0.1595 130/2544 [>.............................] - ETA: 12:28 - loss: 977.1822 - logits_profile_predictions_loss: 971.2013 - logcount_predictions_loss: 0.1595 131/2544 [>.............................] - ETA: 12:27 - loss: 977.1724 - logits_profile_predictions_loss: 971.1914 - logcount_predictions_loss: 0.1595 132/2544 [>.............................] - ETA: 12:27 - loss: 977.1571 - logits_profile_predictions_loss: 971.1760 - logcount_predictions_loss: 0.1595 133/2544 [>.............................] - ETA: 12:27 - loss: 977.1415 - logits_profile_predictions_loss: 971.1602 - logcount_predictions_loss: 0.1595 134/2544 [>.............................] - ETA: 12:26 - loss: 977.1282 - logits_profile_predictions_loss: 971.1468 - logcount_predictions_loss: 0.1595 135/2544 [>.............................] - ETA: 12:26 - loss: 977.1192 - logits_profile_predictions_loss: 971.1376 - logcount_predictions_loss: 0.1595 136/2544 [>.............................] - ETA: 12:26 - loss: 977.1094 - logits_profile_predictions_loss: 971.1276 - logcount_predictions_loss: 0.1595 137/2544 [>.............................] - ETA: 12:25 - loss: 977.0955 - logits_profile_predictions_loss: 971.1135 - logcount_predictions_loss: 0.1595 138/2544 [>.............................] - ETA: 12:25 - loss: 977.0827 - logits_profile_predictions_loss: 971.1005 - logcount_predictions_loss: 0.1595 139/2544 [>.............................] - ETA: 12:25 - loss: 977.0659 - logits_profile_predictions_loss: 971.0835 - logcount_predictions_loss: 0.1595 140/2544 [>.............................] - ETA: 12:25 - loss: 977.0492 - logits_profile_predictions_loss: 971.0665 - logcount_predictions_loss: 0.1595 141/2544 [>.............................] - ETA: 12:24 - loss: 977.0287 - logits_profile_predictions_loss: 971.0459 - logcount_predictions_loss: 0.1595 142/2544 [>.............................] - ETA: 12:24 - loss: 977.0076 - logits_profile_predictions_loss: 971.0246 - logcount_predictions_loss: 0.1595 143/2544 [>.............................] - ETA: 12:24 - loss: 976.9850 - logits_profile_predictions_loss: 971.0018 - logcount_predictions_loss: 0.1596 144/2544 [>.............................] - ETA: 12:23 - loss: 976.9630 - logits_profile_predictions_loss: 970.9794 - logcount_predictions_loss: 0.1596 145/2544 [>.............................] - ETA: 12:23 - loss: 976.9482 - logits_profile_predictions_loss: 970.9642 - logcount_predictions_loss: 0.1596 146/2544 [>.............................] - ETA: 12:23 - loss: 976.9299 - logits_profile_predictions_loss: 970.9457 - logcount_predictions_loss: 0.1596 147/2544 [>.............................] - ETA: 12:22 - loss: 976.9061 - logits_profile_predictions_loss: 970.9217 - logcount_predictions_loss: 0.1596 148/2544 [>.............................] - ETA: 12:22 - loss: 976.8812 - logits_profile_predictions_loss: 970.8966 - logcount_predictions_loss: 0.1596 149/2544 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[===>..........................] - ETA: 11:10 - loss: 974.1203 - logits_profile_predictions_loss: 968.1638 - logcount_predictions_loss: 0.1588 384/2544 [===>..........................] - ETA: 11:10 - loss: 974.1145 - logits_profile_predictions_loss: 968.1580 - logcount_predictions_loss: 0.1588 385/2544 [===>..........................] - ETA: 11:10 - loss: 974.1083 - logits_profile_predictions_loss: 968.1519 - logcount_predictions_loss: 0.1588 386/2544 [===>..........................] - ETA: 11:09 - loss: 974.1028 - logits_profile_predictions_loss: 968.1464 - logcount_predictions_loss: 0.1588 387/2544 [===>..........................] - ETA: 11:09 - loss: 974.0980 - logits_profile_predictions_loss: 968.1418 - logcount_predictions_loss: 0.1588 388/2544 [===>..........................] - ETA: 11:09 - loss: 974.0936 - logits_profile_predictions_loss: 968.1374 - logcount_predictions_loss: 0.1588 389/2544 [===>..........................] - ETA: 11:09 - loss: 974.0889 - 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[===>..........................] - ETA: 11:06 - loss: 974.0516 - logits_profile_predictions_loss: 968.0957 - logcount_predictions_loss: 0.1588 397/2544 [===>..........................] - ETA: 11:06 - loss: 974.0472 - logits_profile_predictions_loss: 968.0913 - logcount_predictions_loss: 0.1588 398/2544 [===>..........................] - ETA: 11:06 - loss: 974.0423 - logits_profile_predictions_loss: 968.0865 - logcount_predictions_loss: 0.1588 399/2544 [===>..........................] - ETA: 11:05 - loss: 974.0368 - logits_profile_predictions_loss: 968.0811 - logcount_predictions_loss: 0.1588 400/2544 [===>..........................] - ETA: 11:05 - loss: 974.0324 - logits_profile_predictions_loss: 968.0766 - logcount_predictions_loss: 0.1588 401/2544 [===>..........................] - ETA: 11:05 - loss: 974.0280 - logits_profile_predictions_loss: 968.0723 - logcount_predictions_loss: 0.1588 402/2544 [===>..........................] - ETA: 11:05 - loss: 974.0244 - logits_profile_predictions_loss: 968.0688 - logcount_predictions_loss: 0.1588 403/2544 [===>..........................] - ETA: 11:04 - loss: 974.0207 - logits_profile_predictions_loss: 968.0651 - logcount_predictions_loss: 0.1588 404/2544 [===>..........................] - ETA: 11:04 - loss: 974.0169 - logits_profile_predictions_loss: 968.0613 - logcount_predictions_loss: 0.1588 405/2544 [===>..........................] - ETA: 11:04 - loss: 974.0134 - logits_profile_predictions_loss: 968.0578 - logcount_predictions_loss: 0.1588 406/2544 [===>..........................] - ETA: 11:03 - loss: 974.0105 - logits_profile_predictions_loss: 968.0549 - logcount_predictions_loss: 0.1588 407/2544 [===>..........................] - ETA: 11:03 - loss: 974.0079 - logits_profile_predictions_loss: 968.0524 - logcount_predictions_loss: 0.1588 408/2544 [===>..........................] - ETA: 11:03 - loss: 974.0049 - logits_profile_predictions_loss: 968.0494 - logcount_predictions_loss: 0.1588 409/2544 [===>..........................] - ETA: 11:02 - loss: 974.0018 - logits_profile_predictions_loss: 968.0464 - logcount_predictions_loss: 0.1588 410/2544 [===>..........................] - ETA: 11:02 - loss: 973.9987 - logits_profile_predictions_loss: 968.0434 - logcount_predictions_loss: 0.1588 411/2544 [===>..........................] - ETA: 11:02 - loss: 973.9954 - logits_profile_predictions_loss: 968.0401 - logcount_predictions_loss: 0.1588 412/2544 [===>..........................] - ETA: 11:01 - loss: 973.9921 - logits_profile_predictions_loss: 968.0368 - logcount_predictions_loss: 0.1588 413/2544 [===>..........................] - ETA: 11:01 - loss: 973.9890 - logits_profile_predictions_loss: 968.0338 - logcount_predictions_loss: 0.1588 414/2544 [===>..........................] - ETA: 11:01 - loss: 973.9855 - logits_profile_predictions_loss: 968.0304 - logcount_predictions_loss: 0.1588 415/2544 [===>..........................] - ETA: 11:01 - loss: 973.9816 - 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[====>.........................] - ETA: 10:46 - loss: 973.6956 - logits_profile_predictions_loss: 967.7447 - logcount_predictions_loss: 0.1587 462/2544 [====>.........................] - ETA: 10:46 - loss: 973.6881 - logits_profile_predictions_loss: 967.7374 - logcount_predictions_loss: 0.1587 463/2544 [====>.........................] - ETA: 10:46 - loss: 973.6808 - logits_profile_predictions_loss: 967.7302 - logcount_predictions_loss: 0.1587 464/2544 [====>.........................] - ETA: 10:45 - loss: 973.6729 - logits_profile_predictions_loss: 967.7224 - logcount_predictions_loss: 0.1587 465/2544 [====>.........................] - ETA: 10:45 - loss: 973.6649 - logits_profile_predictions_loss: 967.7146 - logcount_predictions_loss: 0.1587 466/2544 [====>.........................] - ETA: 10:45 - loss: 973.6575 - logits_profile_predictions_loss: 967.7073 - logcount_predictions_loss: 0.1587 467/2544 [====>.........................] - ETA: 10:44 - loss: 973.6498 - 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[====>.........................] - ETA: 10:42 - loss: 973.6045 - logits_profile_predictions_loss: 967.6555 - logcount_predictions_loss: 0.1586 475/2544 [====>.........................] - ETA: 10:42 - loss: 973.5991 - logits_profile_predictions_loss: 967.6503 - logcount_predictions_loss: 0.1586 476/2544 [====>.........................] - ETA: 10:42 - loss: 973.5936 - logits_profile_predictions_loss: 967.6450 - logcount_predictions_loss: 0.1586 477/2544 [====>.........................] - ETA: 10:41 - loss: 973.5880 - logits_profile_predictions_loss: 967.6395 - logcount_predictions_loss: 0.1586 478/2544 [====>.........................] - ETA: 10:41 - loss: 973.5828 - logits_profile_predictions_loss: 967.6345 - logcount_predictions_loss: 0.1586 479/2544 [====>.........................] - ETA: 10:41 - loss: 973.5770 - logits_profile_predictions_loss: 967.6288 - logcount_predictions_loss: 0.1586 480/2544 [====>.........................] - ETA: 10:40 - loss: 973.5712 - 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[====>.........................] - ETA: 10:38 - loss: 973.5339 - logits_profile_predictions_loss: 967.5869 - logcount_predictions_loss: 0.1586 488/2544 [====>.........................] - ETA: 10:38 - loss: 973.5285 - logits_profile_predictions_loss: 967.5817 - logcount_predictions_loss: 0.1586 489/2544 [====>.........................] - ETA: 10:38 - loss: 973.5229 - logits_profile_predictions_loss: 967.5762 - logcount_predictions_loss: 0.1586 490/2544 [====>.........................] - ETA: 10:37 - loss: 973.5171 - logits_profile_predictions_loss: 967.5706 - logcount_predictions_loss: 0.1586 491/2544 [====>.........................] - ETA: 10:37 - loss: 973.5114 - logits_profile_predictions_loss: 967.5651 - logcount_predictions_loss: 0.1586 492/2544 [====>.........................] - ETA: 10:37 - loss: 973.5054 - logits_profile_predictions_loss: 967.5592 - logcount_predictions_loss: 0.1586 493/2544 [====>.........................] - ETA: 10:37 - loss: 973.4995 - 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[====>.........................] - ETA: 10:34 - loss: 973.4590 - logits_profile_predictions_loss: 967.5140 - logcount_predictions_loss: 0.1585 501/2544 [====>.........................] - ETA: 10:34 - loss: 973.4534 - logits_profile_predictions_loss: 967.5087 - logcount_predictions_loss: 0.1585 502/2544 [====>.........................] - ETA: 10:34 - loss: 973.4475 - logits_profile_predictions_loss: 967.5030 - logcount_predictions_loss: 0.1585 503/2544 [====>.........................] - ETA: 10:33 - loss: 973.4417 - logits_profile_predictions_loss: 967.4973 - logcount_predictions_loss: 0.1585 504/2544 [====>.........................] - ETA: 10:33 - loss: 973.4362 - logits_profile_predictions_loss: 967.4920 - logcount_predictions_loss: 0.1585 505/2544 [====>.........................] - ETA: 10:33 - loss: 973.4308 - logits_profile_predictions_loss: 967.4868 - logcount_predictions_loss: 0.1585 506/2544 [====>.........................] - ETA: 10:32 - loss: 973.4257 - logits_profile_predictions_loss: 967.4819 - logcount_predictions_loss: 0.1585 507/2544 [====>.........................] - ETA: 10:32 - loss: 973.4209 - logits_profile_predictions_loss: 967.4772 - logcount_predictions_loss: 0.1585 508/2544 [====>.........................] - ETA: 10:32 - loss: 973.4163 - logits_profile_predictions_loss: 967.4729 - logcount_predictions_loss: 0.1585 509/2544 [=====>........................] - ETA: 10:32 - loss: 973.4116 - logits_profile_predictions_loss: 967.4684 - logcount_predictions_loss: 0.1585 510/2544 [=====>........................] - ETA: 10:31 - loss: 973.4072 - logits_profile_predictions_loss: 967.4642 - logcount_predictions_loss: 0.1585 511/2544 [=====>........................] - ETA: 10:31 - loss: 973.4030 - logits_profile_predictions_loss: 967.4602 - logcount_predictions_loss: 0.1585 512/2544 [=====>........................] - ETA: 10:31 - loss: 973.3986 - logits_profile_predictions_loss: 967.4559 - logcount_predictions_loss: 0.1585 513/2544 [=====>........................] - ETA: 10:30 - loss: 973.3942 - logits_profile_predictions_loss: 967.4517 - logcount_predictions_loss: 0.1585 514/2544 [=====>........................] - ETA: 10:30 - loss: 973.3898 - logits_profile_predictions_loss: 967.4475 - logcount_predictions_loss: 0.1585 515/2544 [=====>........................] - ETA: 10:30 - loss: 973.3852 - logits_profile_predictions_loss: 967.4431 - logcount_predictions_loss: 0.1585 516/2544 [=====>........................] - ETA: 10:29 - loss: 973.3810 - logits_profile_predictions_loss: 967.4391 - logcount_predictions_loss: 0.1584 517/2544 [=====>........................] - ETA: 10:29 - loss: 973.3772 - logits_profile_predictions_loss: 967.4354 - logcount_predictions_loss: 0.1584 518/2544 [=====>........................] - ETA: 10:29 - loss: 973.3736 - logits_profile_predictions_loss: 967.4321 - logcount_predictions_loss: 0.1584 519/2544 [=====>........................] - ETA: 10:28 - loss: 973.3698 - logits_profile_predictions_loss: 967.4284 - logcount_predictions_loss: 0.1584 520/2544 [=====>........................] - ETA: 10:28 - loss: 973.3661 - logits_profile_predictions_loss: 967.4249 - logcount_predictions_loss: 0.1584 521/2544 [=====>........................] - ETA: 10:28 - loss: 973.3622 - logits_profile_predictions_loss: 967.4212 - logcount_predictions_loss: 0.1584 522/2544 [=====>........................] - ETA: 10:28 - loss: 973.3584 - logits_profile_predictions_loss: 967.4176 - logcount_predictions_loss: 0.1584 523/2544 [=====>........................] - ETA: 10:27 - loss: 973.3546 - logits_profile_predictions_loss: 967.4140 - logcount_predictions_loss: 0.1584 524/2544 [=====>........................] - ETA: 10:27 - loss: 973.3506 - logits_profile_predictions_loss: 967.4101 - logcount_predictions_loss: 0.1584 525/2544 [=====>........................] - ETA: 10:27 - loss: 973.3465 - logits_profile_predictions_loss: 967.4063 - logcount_predictions_loss: 0.1584 526/2544 [=====>........................] - ETA: 10:26 - loss: 973.3421 - logits_profile_predictions_loss: 967.4020 - logcount_predictions_loss: 0.1584 527/2544 [=====>........................] - ETA: 10:26 - loss: 973.3382 - logits_profile_predictions_loss: 967.3982 - logcount_predictions_loss: 0.1584 528/2544 [=====>........................] - ETA: 10:26 - loss: 973.3343 - logits_profile_predictions_loss: 967.3945 - logcount_predictions_loss: 0.1584 529/2544 [=====>........................] - ETA: 10:25 - loss: 973.3305 - logits_profile_predictions_loss: 967.3908 - logcount_predictions_loss: 0.1584 530/2544 [=====>........................] - ETA: 10:25 - loss: 973.3268 - logits_profile_predictions_loss: 967.3873 - logcount_predictions_loss: 0.1584 531/2544 [=====>........................] - ETA: 10:25 - loss: 973.3231 - logits_profile_predictions_loss: 967.3838 - logcount_predictions_loss: 0.1584 532/2544 [=====>........................] - ETA: 10:24 - loss: 973.3197 - 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2535/2544 [============================>.] - ETA: 2s - loss: 968.5246 - logits_profile_predictions_loss: 962.6742 - logcount_predictions_loss: 0.1560 2536/2544 [============================>.] - ETA: 2s - loss: 968.5237 - logits_profile_predictions_loss: 962.6733 - logcount_predictions_loss: 0.1560 2537/2544 [============================>.] - ETA: 2s - loss: 968.5228 - logits_profile_predictions_loss: 962.6724 - logcount_predictions_loss: 0.1560 2538/2544 [============================>.] - ETA: 1s - loss: 968.5219 - logits_profile_predictions_loss: 962.6715 - logcount_predictions_loss: 0.1560 2539/2544 [============================>.] - ETA: 1s - loss: 968.5210 - logits_profile_predictions_loss: 962.6706 - logcount_predictions_loss: 0.1560 2540/2544 [============================>.] - ETA: 1s - loss: 968.5201 - logits_profile_predictions_loss: 962.6697 - logcount_predictions_loss: 0.1560 2541/2544 [============================>.] - ETA: 0s - loss: 968.5192 - logits_profile_predictions_loss: 962.6688 - logcount_predictions_loss: 0.1560 2542/2544 [============================>.] - ETA: 0s - loss: 968.5183 - logits_profile_predictions_loss: 962.6679 - logcount_predictions_loss: 0.1560 2543/2544 [============================>.] - ETA: 0s - loss: 968.5174 - logits_profile_predictions_loss: 962.6670 - logcount_predictions_loss: 0.1560 2544/2544 [==============================] - ETA: 0s - loss: 968.5165 - logits_profile_predictions_loss: 962.6661 - logcount_predictions_loss: 0.1560 2544/2544 [==============================] - 821s 323ms/step - loss: 968.5156 - logits_profile_predictions_loss: 962.6652 - logcount_predictions_loss: 0.1560 - val_loss: 1045.9659 - val_logits_profile_predictions_loss: 1037.9028 - val_logcount_predictions_loss: 0.2150 Epoch 00007: val_loss did not improve from 1036.93201 Epoch 8/50 1/2544 [..............................] - ETA: 13:26 - loss: 1029.2592 - logits_profile_predictions_loss: 1022.4327 - logcount_predictions_loss: 0.1820 2/2544 [..............................] - ETA: 13:02 - loss: 1017.7678 - logits_profile_predictions_loss: 1010.3131 - logcount_predictions_loss: 0.1988 3/2544 [..............................] - ETA: 13:01 - loss: 1025.9079 - logits_profile_predictions_loss: 1018.5016 - logcount_predictions_loss: 0.1975 4/2544 [..............................] - ETA: 13:03 - loss: 1025.3194 - logits_profile_predictions_loss: 1017.9619 - logcount_predictions_loss: 0.1962 5/2544 [..............................] - ETA: 13:03 - loss: 1023.0192 - logits_profile_predictions_loss: 1015.7930 - logcount_predictions_loss: 0.1927 6/2544 [..............................] - ETA: 13:02 - loss: 1016.7155 - logits_profile_predictions_loss: 1009.6059 - logcount_predictions_loss: 0.1896 7/2544 [..............................] - ETA: 13:02 - loss: 1010.4505 - logits_profile_predictions_loss: 1003.3801 - logcount_predictions_loss: 0.1885 8/2544 [..............................] - ETA: 13:02 - loss: 1006.7284 - logits_profile_predictions_loss: 999.7438 - logcount_predictions_loss: 0.1863  9/2544 [..............................] - ETA: 13:01 - loss: 1003.6101 - logits_profile_predictions_loss: 996.6961 - logcount_predictions_loss: 0.1844 10/2544 [..............................] - ETA: 13:01 - loss: 1000.2904 - logits_profile_predictions_loss: 993.4116 - logcount_predictions_loss: 0.1834 11/2544 [..............................] - ETA: 13:01 - loss: 998.6093 - logits_profile_predictions_loss: 991.7770 - logcount_predictions_loss: 0.1822  12/2544 [..............................] - ETA: 13:01 - loss: 997.2079 - logits_profile_predictions_loss: 990.4272 - logcount_predictions_loss: 0.1808 13/2544 [..............................] - ETA: 13:01 - loss: 995.9988 - logits_profile_predictions_loss: 989.2515 - logcount_predictions_loss: 0.1799 14/2544 [..............................] - ETA: 13:01 - loss: 994.7250 - logits_profile_predictions_loss: 988.0026 - logcount_predictions_loss: 0.1793 15/2544 [..............................] - ETA: 13:00 - loss: 993.0605 - logits_profile_predictions_loss: 986.3567 - logcount_predictions_loss: 0.1788 16/2544 [..............................] - ETA: 13:00 - loss: 991.1221 - logits_profile_predictions_loss: 984.4338 - logcount_predictions_loss: 0.1784 17/2544 [..............................] - ETA: 13:00 - loss: 989.2823 - logits_profile_predictions_loss: 982.6115 - logcount_predictions_loss: 0.1779 18/2544 [..............................] - ETA: 13:00 - loss: 987.7291 - logits_profile_predictions_loss: 981.0741 - logcount_predictions_loss: 0.1775 19/2544 [..............................] - ETA: 13:00 - loss: 986.2016 - logits_profile_predictions_loss: 979.5572 - logcount_predictions_loss: 0.1772 20/2544 [..............................] - ETA: 12:59 - loss: 984.7306 - logits_profile_predictions_loss: 978.0924 - logcount_predictions_loss: 0.1770 21/2544 [..............................] - ETA: 12:59 - loss: 983.4781 - logits_profile_predictions_loss: 976.8349 - logcount_predictions_loss: 0.1772 22/2544 [..............................] - ETA: 12:59 - loss: 982.2287 - logits_profile_predictions_loss: 975.5856 - logcount_predictions_loss: 0.1771 23/2544 [..............................] - ETA: 12:59 - loss: 981.0644 - logits_profile_predictions_loss: 974.4239 - logcount_predictions_loss: 0.1771 24/2544 [..............................] - ETA: 12:58 - loss: 979.9690 - logits_profile_predictions_loss: 973.3299 - logcount_predictions_loss: 0.1770 25/2544 [..............................] - ETA: 12:58 - loss: 979.0153 - logits_profile_predictions_loss: 972.3805 - logcount_predictions_loss: 0.1769 26/2544 [..............................] - ETA: 12:58 - loss: 978.1343 - logits_profile_predictions_loss: 971.4990 - logcount_predictions_loss: 0.1769 27/2544 [..............................] - ETA: 12:58 - loss: 977.3464 - logits_profile_predictions_loss: 970.7146 - logcount_predictions_loss: 0.1768 28/2544 [..............................] - ETA: 12:57 - loss: 976.5986 - logits_profile_predictions_loss: 969.9697 - logcount_predictions_loss: 0.1768 29/2544 [..............................] - ETA: 12:57 - loss: 975.8579 - logits_profile_predictions_loss: 969.2333 - logcount_predictions_loss: 0.1767 30/2544 [..............................] - ETA: 12:57 - loss: 975.2516 - logits_profile_predictions_loss: 968.6334 - logcount_predictions_loss: 0.1765 31/2544 [..............................] - ETA: 12:57 - loss: 974.6654 - logits_profile_predictions_loss: 968.0561 - logcount_predictions_loss: 0.1762 32/2544 [..............................] - ETA: 12:56 - loss: 974.0689 - logits_profile_predictions_loss: 967.4664 - logcount_predictions_loss: 0.1761 33/2544 [..............................] - ETA: 12:56 - loss: 973.5369 - logits_profile_predictions_loss: 966.9424 - logcount_predictions_loss: 0.1759 34/2544 [..............................] - ETA: 12:56 - loss: 972.9755 - logits_profile_predictions_loss: 966.3885 - logcount_predictions_loss: 0.1757 35/2544 [..............................] - ETA: 12:56 - loss: 972.4110 - logits_profile_predictions_loss: 965.8327 - logcount_predictions_loss: 0.1754 36/2544 [..............................] - ETA: 12:55 - loss: 971.9487 - logits_profile_predictions_loss: 965.3803 - logcount_predictions_loss: 0.1752 37/2544 [..............................] - ETA: 12:55 - loss: 971.5044 - logits_profile_predictions_loss: 964.9455 - logcount_predictions_loss: 0.1749 38/2544 [..............................] - ETA: 12:55 - loss: 971.0703 - logits_profile_predictions_loss: 964.5212 - logcount_predictions_loss: 0.1746 39/2544 [..............................] - ETA: 12:54 - loss: 970.6886 - logits_profile_predictions_loss: 964.1496 - logcount_predictions_loss: 0.1744 40/2544 [..............................] - ETA: 12:54 - loss: 970.2739 - logits_profile_predictions_loss: 963.7462 - logcount_predictions_loss: 0.1741 41/2544 [..............................] - ETA: 12:54 - loss: 969.9101 - logits_profile_predictions_loss: 963.3928 - logcount_predictions_loss: 0.1738 42/2544 [..............................] - ETA: 12:54 - loss: 969.5653 - logits_profile_predictions_loss: 963.0580 - logcount_predictions_loss: 0.1735 43/2544 [..............................] - ETA: 12:53 - loss: 969.2656 - logits_profile_predictions_loss: 962.7667 - logcount_predictions_loss: 0.1733 44/2544 [..............................] - ETA: 12:53 - loss: 968.9656 - logits_profile_predictions_loss: 962.4751 - logcount_predictions_loss: 0.1731 45/2544 [..............................] - ETA: 12:53 - loss: 968.6873 - logits_profile_predictions_loss: 962.2053 - logcount_predictions_loss: 0.1729 46/2544 [..............................] - ETA: 12:52 - loss: 968.4256 - logits_profile_predictions_loss: 961.9515 - logcount_predictions_loss: 0.1726 47/2544 [..............................] - ETA: 12:52 - loss: 968.1533 - logits_profile_predictions_loss: 961.6865 - logcount_predictions_loss: 0.1725 48/2544 [..............................] - ETA: 12:52 - loss: 967.9156 - logits_profile_predictions_loss: 961.4568 - logcount_predictions_loss: 0.1722 49/2544 [..............................] - ETA: 12:52 - loss: 967.6403 - logits_profile_predictions_loss: 961.1887 - logcount_predictions_loss: 0.1720 50/2544 [..............................] - ETA: 12:51 - loss: 967.3807 - logits_profile_predictions_loss: 960.9369 - logcount_predictions_loss: 0.1718 51/2544 [..............................] - ETA: 12:51 - loss: 967.1403 - logits_profile_predictions_loss: 960.7047 - logcount_predictions_loss: 0.1716 52/2544 [..............................] - ETA: 12:51 - loss: 966.8713 - logits_profile_predictions_loss: 960.4431 - logcount_predictions_loss: 0.1714 53/2544 [..............................] - ETA: 12:50 - loss: 966.6326 - logits_profile_predictions_loss: 960.2121 - logcount_predictions_loss: 0.1712 54/2544 [..............................] - ETA: 12:50 - loss: 966.4535 - logits_profile_predictions_loss: 960.0399 - logcount_predictions_loss: 0.1710 55/2544 [..............................] - ETA: 12:50 - loss: 966.2913 - logits_profile_predictions_loss: 959.8845 - logcount_predictions_loss: 0.1708 56/2544 [..............................] - ETA: 12:50 - loss: 966.1467 - logits_profile_predictions_loss: 959.7464 - logcount_predictions_loss: 0.1707 57/2544 [..............................] - ETA: 12:49 - loss: 965.9740 - logits_profile_predictions_loss: 959.5793 - logcount_predictions_loss: 0.1705 58/2544 [..............................] - ETA: 12:49 - loss: 965.8136 - logits_profile_predictions_loss: 959.4250 - logcount_predictions_loss: 0.1704 59/2544 [..............................] - ETA: 12:49 - loss: 965.6807 - logits_profile_predictions_loss: 959.2990 - logcount_predictions_loss: 0.1702 60/2544 [..............................] - ETA: 12:48 - loss: 965.5661 - logits_profile_predictions_loss: 959.1918 - logcount_predictions_loss: 0.1700 61/2544 [..............................] - ETA: 12:48 - loss: 965.4487 - logits_profile_predictions_loss: 959.0804 - logcount_predictions_loss: 0.1698 62/2544 [..............................] - ETA: 12:48 - loss: 965.3458 - logits_profile_predictions_loss: 958.9837 - logcount_predictions_loss: 0.1697 63/2544 [..............................] - ETA: 12:48 - loss: 965.2547 - logits_profile_predictions_loss: 958.8989 - logcount_predictions_loss: 0.1695 64/2544 [..............................] - ETA: 12:47 - loss: 965.1701 - logits_profile_predictions_loss: 958.8204 - logcount_predictions_loss: 0.1693 65/2544 [..............................] - ETA: 12:47 - loss: 965.0917 - logits_profile_predictions_loss: 958.7480 - logcount_predictions_loss: 0.1692 66/2544 [..............................] - ETA: 12:47 - loss: 965.0341 - logits_profile_predictions_loss: 958.6966 - logcount_predictions_loss: 0.1690 67/2544 [..............................] - ETA: 12:46 - loss: 964.9809 - logits_profile_predictions_loss: 958.6501 - logcount_predictions_loss: 0.1688 68/2544 [..............................] - ETA: 12:46 - loss: 964.9350 - logits_profile_predictions_loss: 958.6112 - logcount_predictions_loss: 0.1686 69/2544 [..............................] - ETA: 12:46 - loss: 964.8760 - logits_profile_predictions_loss: 958.5593 - logcount_predictions_loss: 0.1684 70/2544 [..............................] - ETA: 12:45 - loss: 964.8240 - logits_profile_predictions_loss: 958.5143 - logcount_predictions_loss: 0.1683 71/2544 [..............................] - ETA: 12:45 - loss: 964.7723 - logits_profile_predictions_loss: 958.4696 - logcount_predictions_loss: 0.1681 72/2544 [..............................] - ETA: 12:45 - loss: 964.7339 - logits_profile_predictions_loss: 958.4383 - logcount_predictions_loss: 0.1679 73/2544 [..............................] - ETA: 12:45 - loss: 964.6947 - logits_profile_predictions_loss: 958.4065 - logcount_predictions_loss: 0.1677 74/2544 [..............................] - ETA: 12:44 - loss: 964.6569 - logits_profile_predictions_loss: 958.3762 - logcount_predictions_loss: 0.1675 75/2544 [..............................] - ETA: 12:44 - loss: 964.6122 - logits_profile_predictions_loss: 958.3388 - logcount_predictions_loss: 0.1673 76/2544 [..............................] - ETA: 12:44 - loss: 964.5831 - logits_profile_predictions_loss: 958.3165 - logcount_predictions_loss: 0.1671 77/2544 [..............................] - ETA: 12:43 - loss: 964.5599 - logits_profile_predictions_loss: 958.3002 - logcount_predictions_loss: 0.1669 78/2544 [..............................] - ETA: 12:43 - loss: 964.5210 - logits_profile_predictions_loss: 958.2682 - logcount_predictions_loss: 0.1667 79/2544 [..............................] - ETA: 12:43 - loss: 964.4909 - logits_profile_predictions_loss: 958.2445 - logcount_predictions_loss: 0.1666 80/2544 [..............................] - ETA: 12:43 - loss: 964.4596 - logits_profile_predictions_loss: 958.2195 - logcount_predictions_loss: 0.1664 81/2544 [..............................] - ETA: 12:42 - loss: 964.4242 - logits_profile_predictions_loss: 958.1904 - logcount_predictions_loss: 0.1662 82/2544 [..............................] - ETA: 12:42 - loss: 964.4071 - logits_profile_predictions_loss: 958.1795 - logcount_predictions_loss: 0.1661 83/2544 [..............................] - ETA: 12:42 - loss: 964.3847 - logits_profile_predictions_loss: 958.1635 - logcount_predictions_loss: 0.1659 84/2544 [..............................] - ETA: 12:41 - loss: 964.3486 - logits_profile_predictions_loss: 958.1337 - logcount_predictions_loss: 0.1657 85/2544 [>.............................] - ETA: 12:41 - loss: 964.3242 - logits_profile_predictions_loss: 958.1154 - logcount_predictions_loss: 0.1656 86/2544 [>.............................] - ETA: 12:41 - loss: 964.3253 - logits_profile_predictions_loss: 958.1228 - logcount_predictions_loss: 0.1654 87/2544 [>.............................] - ETA: 12:40 - loss: 964.3256 - logits_profile_predictions_loss: 958.1293 - logcount_predictions_loss: 0.1652 88/2544 [>.............................] - ETA: 12:40 - loss: 964.3358 - logits_profile_predictions_loss: 958.1456 - logcount_predictions_loss: 0.1651 89/2544 [>.............................] - ETA: 12:40 - loss: 964.3433 - logits_profile_predictions_loss: 958.1593 - logcount_predictions_loss: 0.1649 90/2544 [>.............................] - ETA: 12:40 - loss: 964.3637 - logits_profile_predictions_loss: 958.1857 - logcount_predictions_loss: 0.1647 91/2544 [>.............................] - ETA: 12:39 - loss: 964.3797 - logits_profile_predictions_loss: 958.2074 - logcount_predictions_loss: 0.1646 92/2544 [>.............................] - ETA: 12:39 - loss: 964.3993 - logits_profile_predictions_loss: 958.2326 - logcount_predictions_loss: 0.1644 93/2544 [>.............................] - ETA: 12:39 - loss: 964.4210 - logits_profile_predictions_loss: 958.2598 - logcount_predictions_loss: 0.1643 94/2544 [>.............................] - ETA: 12:38 - loss: 964.4623 - logits_profile_predictions_loss: 958.3065 - logcount_predictions_loss: 0.1642 95/2544 [>.............................] - ETA: 12:38 - loss: 964.5078 - logits_profile_predictions_loss: 958.3574 - logcount_predictions_loss: 0.1640 96/2544 [>.............................] - ETA: 12:38 - loss: 964.5411 - logits_profile_predictions_loss: 958.3959 - logcount_predictions_loss: 0.1639 97/2544 [>.............................] - ETA: 12:37 - loss: 964.5716 - logits_profile_predictions_loss: 958.4316 - logcount_predictions_loss: 0.1637 98/2544 [>.............................] - ETA: 12:37 - loss: 964.5901 - logits_profile_predictions_loss: 958.4556 - logcount_predictions_loss: 0.1636 99/2544 [>.............................] - ETA: 12:37 - loss: 964.6169 - logits_profile_predictions_loss: 958.4877 - logcount_predictions_loss: 0.1634 100/2544 [>.............................] - ETA: 12:37 - loss: 964.6393 - logits_profile_predictions_loss: 958.5153 - logcount_predictions_loss: 0.1633 101/2544 [>.............................] - ETA: 12:36 - loss: 964.6562 - logits_profile_predictions_loss: 958.5374 - logcount_predictions_loss: 0.1632 102/2544 [>.............................] - ETA: 12:36 - loss: 964.6754 - logits_profile_predictions_loss: 958.5613 - logcount_predictions_loss: 0.1630 103/2544 [>.............................] - ETA: 12:36 - loss: 964.6874 - logits_profile_predictions_loss: 958.5776 - logcount_predictions_loss: 0.1629 104/2544 [>.............................] - ETA: 12:35 - loss: 964.6920 - logits_profile_predictions_loss: 958.5867 - logcount_predictions_loss: 0.1628 105/2544 [>.............................] - ETA: 12:35 - loss: 964.7060 - logits_profile_predictions_loss: 958.6052 - logcount_predictions_loss: 0.1627 106/2544 [>.............................] - ETA: 12:35 - loss: 964.7346 - logits_profile_predictions_loss: 958.6384 - logcount_predictions_loss: 0.1626 107/2544 [>.............................] - ETA: 12:35 - loss: 964.7635 - logits_profile_predictions_loss: 958.6715 - logcount_predictions_loss: 0.1625 108/2544 [>.............................] - ETA: 12:34 - loss: 964.7820 - logits_profile_predictions_loss: 958.6939 - logcount_predictions_loss: 0.1623 109/2544 [>.............................] - ETA: 12:34 - loss: 964.8023 - logits_profile_predictions_loss: 958.7181 - logcount_predictions_loss: 0.1622 110/2544 [>.............................] - ETA: 12:34 - loss: 964.8264 - logits_profile_predictions_loss: 958.7461 - logcount_predictions_loss: 0.1621 111/2544 [>.............................] - ETA: 12:33 - loss: 964.8526 - logits_profile_predictions_loss: 958.7762 - logcount_predictions_loss: 0.1620 112/2544 [>.............................] - ETA: 12:33 - loss: 964.8810 - logits_profile_predictions_loss: 958.8087 - logcount_predictions_loss: 0.1619 113/2544 [>.............................] - ETA: 12:33 - loss: 964.9084 - logits_profile_predictions_loss: 958.8401 - logcount_predictions_loss: 0.1618 114/2544 [>.............................] - ETA: 12:32 - loss: 964.9341 - logits_profile_predictions_loss: 958.8699 - logcount_predictions_loss: 0.1617 115/2544 [>.............................] - ETA: 12:32 - loss: 964.9606 - logits_profile_predictions_loss: 958.9004 - logcount_predictions_loss: 0.1616 116/2544 [>.............................] - ETA: 12:32 - loss: 964.9802 - logits_profile_predictions_loss: 958.9242 - logcount_predictions_loss: 0.1615 117/2544 [>.............................] - ETA: 12:32 - loss: 965.0048 - logits_profile_predictions_loss: 958.9529 - logcount_predictions_loss: 0.1614 118/2544 [>.............................] - ETA: 12:31 - loss: 965.0234 - logits_profile_predictions_loss: 958.9755 - logcount_predictions_loss: 0.1613 119/2544 [>.............................] - ETA: 12:31 - loss: 965.0371 - logits_profile_predictions_loss: 958.9932 - logcount_predictions_loss: 0.1612 120/2544 [>.............................] - ETA: 12:31 - loss: 965.0424 - logits_profile_predictions_loss: 959.0027 - logcount_predictions_loss: 0.1611 121/2544 [>.............................] - ETA: 12:30 - loss: 965.0411 - logits_profile_predictions_loss: 959.0056 - logcount_predictions_loss: 0.1609 122/2544 [>.............................] - ETA: 12:30 - loss: 965.0390 - logits_profile_predictions_loss: 959.0071 - logcount_predictions_loss: 0.1608 123/2544 [>.............................] - ETA: 12:30 - loss: 965.0436 - logits_profile_predictions_loss: 959.0153 - logcount_predictions_loss: 0.1608 124/2544 [>.............................] - ETA: 12:29 - loss: 965.0513 - logits_profile_predictions_loss: 959.0265 - logcount_predictions_loss: 0.1607 125/2544 [>.............................] - ETA: 12:29 - loss: 965.0600 - 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[>.............................] - ETA: 12:27 - loss: 965.0317 - logits_profile_predictions_loss: 959.0335 - logcount_predictions_loss: 0.1599 133/2544 [>.............................] - ETA: 12:27 - loss: 965.0172 - logits_profile_predictions_loss: 959.0222 - logcount_predictions_loss: 0.1599 134/2544 [>.............................] - ETA: 12:26 - loss: 965.0034 - logits_profile_predictions_loss: 959.0114 - logcount_predictions_loss: 0.1598 135/2544 [>.............................] - ETA: 12:26 - loss: 964.9958 - logits_profile_predictions_loss: 959.0067 - logcount_predictions_loss: 0.1597 136/2544 [>.............................] - ETA: 12:26 - loss: 964.9881 - logits_profile_predictions_loss: 959.0019 - logcount_predictions_loss: 0.1596 137/2544 [>.............................] - ETA: 12:26 - loss: 964.9805 - logits_profile_predictions_loss: 958.9970 - logcount_predictions_loss: 0.1596 138/2544 [>.............................] - ETA: 12:25 - loss: 964.9800 - 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[===>..........................] - ETA: 11:08 - loss: 963.1177 - logits_profile_predictions_loss: 957.3695 - logcount_predictions_loss: 0.1533 393/2544 [===>..........................] - ETA: 11:07 - loss: 963.1102 - logits_profile_predictions_loss: 957.3623 - logcount_predictions_loss: 0.1533 394/2544 [===>..........................] - ETA: 11:07 - loss: 963.1040 - logits_profile_predictions_loss: 957.3562 - logcount_predictions_loss: 0.1533 395/2544 [===>..........................] - ETA: 11:07 - loss: 963.0976 - logits_profile_predictions_loss: 957.3501 - logcount_predictions_loss: 0.1533 396/2544 [===>..........................] - ETA: 11:06 - loss: 963.0909 - logits_profile_predictions_loss: 957.3437 - logcount_predictions_loss: 0.1533 397/2544 [===>..........................] - ETA: 11:06 - loss: 963.0842 - logits_profile_predictions_loss: 957.3372 - logcount_predictions_loss: 0.1532 398/2544 [===>..........................] - ETA: 11:06 - loss: 963.0770 - logits_profile_predictions_loss: 957.3303 - logcount_predictions_loss: 0.1532 399/2544 [===>..........................] - ETA: 11:05 - loss: 963.0702 - logits_profile_predictions_loss: 957.3237 - logcount_predictions_loss: 0.1532 400/2544 [===>..........................] - ETA: 11:05 - loss: 963.0634 - logits_profile_predictions_loss: 957.3172 - logcount_predictions_loss: 0.1532 401/2544 [===>..........................] - ETA: 11:05 - loss: 963.0565 - logits_profile_predictions_loss: 957.3105 - logcount_predictions_loss: 0.1532 402/2544 [===>..........................] - ETA: 11:04 - loss: 963.0498 - logits_profile_predictions_loss: 957.3041 - logcount_predictions_loss: 0.1532 403/2544 [===>..........................] - ETA: 11:04 - loss: 963.0441 - logits_profile_predictions_loss: 957.2986 - logcount_predictions_loss: 0.1532 404/2544 [===>..........................] - ETA: 11:04 - loss: 963.0378 - logits_profile_predictions_loss: 957.2926 - logcount_predictions_loss: 0.1532 405/2544 [===>..........................] - ETA: 11:04 - loss: 963.0312 - logits_profile_predictions_loss: 957.2862 - logcount_predictions_loss: 0.1532 406/2544 [===>..........................] - ETA: 11:03 - loss: 963.0249 - logits_profile_predictions_loss: 957.2802 - logcount_predictions_loss: 0.1532 407/2544 [===>..........................] - ETA: 11:03 - loss: 963.0185 - logits_profile_predictions_loss: 957.2741 - logcount_predictions_loss: 0.1532 408/2544 [===>..........................] - ETA: 11:03 - loss: 963.0121 - logits_profile_predictions_loss: 957.2681 - logcount_predictions_loss: 0.1532 409/2544 [===>..........................] - ETA: 11:02 - loss: 963.0062 - logits_profile_predictions_loss: 957.2624 - logcount_predictions_loss: 0.1532 410/2544 [===>..........................] - ETA: 11:02 - loss: 963.0003 - logits_profile_predictions_loss: 957.2569 - logcount_predictions_loss: 0.1532 411/2544 [===>..........................] - ETA: 11:02 - loss: 962.9952 - logits_profile_predictions_loss: 957.2521 - logcount_predictions_loss: 0.1531 412/2544 [===>..........................] - ETA: 11:01 - loss: 962.9898 - logits_profile_predictions_loss: 957.2469 - logcount_predictions_loss: 0.1531 413/2544 [===>..........................] - ETA: 11:01 - loss: 962.9848 - logits_profile_predictions_loss: 957.2423 - logcount_predictions_loss: 0.1531 414/2544 [===>..........................] - ETA: 11:01 - loss: 962.9796 - logits_profile_predictions_loss: 957.2374 - logcount_predictions_loss: 0.1531 415/2544 [===>..........................] - ETA: 11:00 - loss: 962.9739 - logits_profile_predictions_loss: 957.2320 - logcount_predictions_loss: 0.1531 416/2544 [===>..........................] - ETA: 11:00 - loss: 962.9683 - logits_profile_predictions_loss: 957.2268 - logcount_predictions_loss: 0.1531 417/2544 [===>..........................] - ETA: 11:00 - loss: 962.9636 - logits_profile_predictions_loss: 957.2225 - logcount_predictions_loss: 0.1531 418/2544 [===>..........................] - ETA: 11:00 - loss: 962.9592 - logits_profile_predictions_loss: 957.2184 - logcount_predictions_loss: 0.1531 419/2544 [===>..........................] - ETA: 10:59 - loss: 962.9544 - logits_profile_predictions_loss: 957.2138 - logcount_predictions_loss: 0.1531 420/2544 [===>..........................] - ETA: 10:59 - loss: 962.9497 - logits_profile_predictions_loss: 957.2094 - logcount_predictions_loss: 0.1531 421/2544 [===>..........................] - ETA: 10:59 - loss: 962.9444 - logits_profile_predictions_loss: 957.2045 - logcount_predictions_loss: 0.1531 422/2544 [===>..........................] - ETA: 10:58 - loss: 962.9388 - logits_profile_predictions_loss: 957.1991 - logcount_predictions_loss: 0.1531 423/2544 [===>..........................] - ETA: 10:58 - loss: 962.9333 - logits_profile_predictions_loss: 957.1940 - logcount_predictions_loss: 0.1530 424/2544 [====>.........................] - ETA: 10:58 - loss: 962.9277 - logits_profile_predictions_loss: 957.1887 - logcount_predictions_loss: 0.1530 425/2544 [====>.........................] - ETA: 10:57 - loss: 962.9227 - logits_profile_predictions_loss: 957.1840 - logcount_predictions_loss: 0.1530 426/2544 [====>.........................] - ETA: 10:57 - loss: 962.9172 - logits_profile_predictions_loss: 957.1787 - logcount_predictions_loss: 0.1530 427/2544 [====>.........................] - ETA: 10:57 - loss: 962.9114 - logits_profile_predictions_loss: 957.1732 - logcount_predictions_loss: 0.1530 428/2544 [====>.........................] - ETA: 10:56 - loss: 962.9055 - logits_profile_predictions_loss: 957.1676 - logcount_predictions_loss: 0.1530 429/2544 [====>.........................] - ETA: 10:56 - loss: 962.9002 - logits_profile_predictions_loss: 957.1626 - logcount_predictions_loss: 0.1530 430/2544 [====>.........................] - ETA: 10:56 - loss: 962.8944 - logits_profile_predictions_loss: 957.1572 - logcount_predictions_loss: 0.1530 431/2544 [====>.........................] - ETA: 10:56 - loss: 962.8890 - logits_profile_predictions_loss: 957.1520 - logcount_predictions_loss: 0.1530 432/2544 [====>.........................] - ETA: 10:55 - loss: 962.8833 - logits_profile_predictions_loss: 957.1466 - logcount_predictions_loss: 0.1530 433/2544 [====>.........................] - ETA: 10:55 - loss: 962.8775 - logits_profile_predictions_loss: 957.1411 - logcount_predictions_loss: 0.1530 434/2544 [====>.........................] - ETA: 10:55 - loss: 962.8717 - logits_profile_predictions_loss: 957.1355 - logcount_predictions_loss: 0.1530 435/2544 [====>.........................] - ETA: 10:54 - loss: 962.8662 - logits_profile_predictions_loss: 957.1302 - logcount_predictions_loss: 0.1530 436/2544 [====>.........................] - ETA: 10:54 - loss: 962.8609 - logits_profile_predictions_loss: 957.1252 - logcount_predictions_loss: 0.1529 437/2544 [====>.........................] - ETA: 10:54 - loss: 962.8554 - logits_profile_predictions_loss: 957.1199 - logcount_predictions_loss: 0.1529 438/2544 [====>.........................] - ETA: 10:53 - loss: 962.8502 - logits_profile_predictions_loss: 957.1149 - logcount_predictions_loss: 0.1529 439/2544 [====>.........................] - ETA: 10:53 - loss: 962.8453 - logits_profile_predictions_loss: 957.1103 - logcount_predictions_loss: 0.1529 440/2544 [====>.........................] - ETA: 10:53 - loss: 962.8403 - logits_profile_predictions_loss: 957.1056 - logcount_predictions_loss: 0.1529 441/2544 [====>.........................] - ETA: 10:52 - loss: 962.8353 - logits_profile_predictions_loss: 957.1008 - logcount_predictions_loss: 0.1529 442/2544 [====>.........................] - ETA: 10:52 - loss: 962.8302 - logits_profile_predictions_loss: 957.0959 - logcount_predictions_loss: 0.1529 443/2544 [====>.........................] - ETA: 10:52 - loss: 962.8256 - logits_profile_predictions_loss: 957.0916 - logcount_predictions_loss: 0.1529 444/2544 [====>.........................] - ETA: 10:52 - loss: 962.8212 - logits_profile_predictions_loss: 957.0874 - logcount_predictions_loss: 0.1529 445/2544 [====>.........................] - ETA: 10:51 - loss: 962.8172 - logits_profile_predictions_loss: 957.0837 - logcount_predictions_loss: 0.1529 446/2544 [====>.........................] - ETA: 10:51 - loss: 962.8138 - logits_profile_predictions_loss: 957.0805 - logcount_predictions_loss: 0.1529 447/2544 [====>.........................] - ETA: 10:51 - loss: 962.8103 - logits_profile_predictions_loss: 957.0773 - logcount_predictions_loss: 0.1529 448/2544 [====>.........................] - ETA: 10:50 - loss: 962.8074 - logits_profile_predictions_loss: 957.0746 - logcount_predictions_loss: 0.1529 449/2544 [====>.........................] - ETA: 10:50 - loss: 962.8047 - logits_profile_predictions_loss: 957.0721 - logcount_predictions_loss: 0.1529 450/2544 [====>.........................] - ETA: 10:50 - loss: 962.8021 - logits_profile_predictions_loss: 957.0698 - logcount_predictions_loss: 0.1529 451/2544 [====>.........................] - ETA: 10:49 - loss: 962.7994 - logits_profile_predictions_loss: 957.0673 - logcount_predictions_loss: 0.1529 452/2544 [====>.........................] - ETA: 10:49 - loss: 962.7965 - logits_profile_predictions_loss: 957.0647 - logcount_predictions_loss: 0.1528 453/2544 [====>.........................] - ETA: 10:49 - loss: 962.7940 - logits_profile_predictions_loss: 957.0624 - logcount_predictions_loss: 0.1528 454/2544 [====>.........................] - ETA: 10:48 - loss: 962.7912 - logits_profile_predictions_loss: 957.0599 - logcount_predictions_loss: 0.1528 455/2544 [====>.........................] - ETA: 10:48 - loss: 962.7877 - logits_profile_predictions_loss: 957.0567 - logcount_predictions_loss: 0.1528 456/2544 [====>.........................] - ETA: 10:48 - loss: 962.7843 - logits_profile_predictions_loss: 957.0534 - logcount_predictions_loss: 0.1528 457/2544 [====>.........................] - ETA: 10:48 - loss: 962.7807 - logits_profile_predictions_loss: 957.0501 - logcount_predictions_loss: 0.1528 458/2544 [====>.........................] - ETA: 10:47 - loss: 962.7776 - logits_profile_predictions_loss: 957.0472 - logcount_predictions_loss: 0.1528 459/2544 [====>.........................] - ETA: 10:47 - loss: 962.7750 - logits_profile_predictions_loss: 957.0448 - logcount_predictions_loss: 0.1528 460/2544 [====>.........................] - ETA: 10:47 - loss: 962.7726 - logits_profile_predictions_loss: 957.0426 - logcount_predictions_loss: 0.1528 461/2544 [====>.........................] - ETA: 10:46 - loss: 962.7699 - logits_profile_predictions_loss: 957.0402 - logcount_predictions_loss: 0.1528 462/2544 [====>.........................] - ETA: 10:46 - loss: 962.7676 - logits_profile_predictions_loss: 957.0380 - logcount_predictions_loss: 0.1528 463/2544 [====>.........................] - ETA: 10:46 - loss: 962.7650 - logits_profile_predictions_loss: 957.0356 - logcount_predictions_loss: 0.1528 464/2544 [====>.........................] - ETA: 10:45 - loss: 962.7629 - logits_profile_predictions_loss: 957.0337 - logcount_predictions_loss: 0.1528 465/2544 [====>.........................] - ETA: 10:45 - loss: 962.7615 - logits_profile_predictions_loss: 957.0325 - logcount_predictions_loss: 0.1528 466/2544 [====>.........................] - ETA: 10:45 - loss: 962.7600 - logits_profile_predictions_loss: 957.0311 - logcount_predictions_loss: 0.1528 467/2544 [====>.........................] - ETA: 10:44 - loss: 962.7588 - logits_profile_predictions_loss: 957.0301 - logcount_predictions_loss: 0.1528 468/2544 [====>.........................] - ETA: 10:44 - loss: 962.7577 - logits_profile_predictions_loss: 957.0291 - logcount_predictions_loss: 0.1528 469/2544 [====>.........................] - ETA: 10:44 - loss: 962.7561 - logits_profile_predictions_loss: 957.0278 - logcount_predictions_loss: 0.1528 470/2544 [====>.........................] - ETA: 10:43 - loss: 962.7543 - logits_profile_predictions_loss: 957.0261 - logcount_predictions_loss: 0.1527 471/2544 [====>.........................] - ETA: 10:43 - loss: 962.7527 - logits_profile_predictions_loss: 957.0247 - logcount_predictions_loss: 0.1527 472/2544 [====>.........................] - ETA: 10:43 - loss: 962.7517 - logits_profile_predictions_loss: 957.0238 - logcount_predictions_loss: 0.1527 473/2544 [====>.........................] - ETA: 10:43 - loss: 962.7510 - logits_profile_predictions_loss: 957.0232 - logcount_predictions_loss: 0.1527 474/2544 [====>.........................] - ETA: 10:42 - loss: 962.7502 - logits_profile_predictions_loss: 957.0227 - logcount_predictions_loss: 0.1527 475/2544 [====>.........................] - ETA: 10:42 - loss: 962.7493 - logits_profile_predictions_loss: 957.0219 - logcount_predictions_loss: 0.1527 476/2544 [====>.........................] - ETA: 10:42 - loss: 962.7478 - logits_profile_predictions_loss: 957.0206 - logcount_predictions_loss: 0.1527 477/2544 [====>.........................] - ETA: 10:41 - loss: 962.7463 - logits_profile_predictions_loss: 957.0193 - logcount_predictions_loss: 0.1527 478/2544 [====>.........................] - ETA: 10:41 - loss: 962.7448 - logits_profile_predictions_loss: 957.0180 - logcount_predictions_loss: 0.1527 479/2544 [====>.........................] - ETA: 10:41 - loss: 962.7429 - logits_profile_predictions_loss: 957.0163 - logcount_predictions_loss: 0.1527 480/2544 [====>.........................] - ETA: 10:40 - loss: 962.7407 - logits_profile_predictions_loss: 957.0142 - logcount_predictions_loss: 0.1527 481/2544 [====>.........................] - ETA: 10:40 - loss: 962.7386 - logits_profile_predictions_loss: 957.0123 - logcount_predictions_loss: 0.1527 482/2544 [====>.........................] - ETA: 10:40 - loss: 962.7367 - logits_profile_predictions_loss: 957.0105 - logcount_predictions_loss: 0.1527 483/2544 [====>.........................] - ETA: 10:39 - loss: 962.7351 - logits_profile_predictions_loss: 957.0091 - logcount_predictions_loss: 0.1527 484/2544 [====>.........................] - ETA: 10:39 - loss: 962.7332 - logits_profile_predictions_loss: 957.0073 - logcount_predictions_loss: 0.1527 485/2544 [====>.........................] - ETA: 10:39 - loss: 962.7307 - logits_profile_predictions_loss: 957.0050 - logcount_predictions_loss: 0.1527 486/2544 [====>.........................] - ETA: 10:39 - loss: 962.7280 - logits_profile_predictions_loss: 957.0023 - logcount_predictions_loss: 0.1527 487/2544 [====>.........................] - ETA: 10:38 - loss: 962.7255 - logits_profile_predictions_loss: 956.9999 - logcount_predictions_loss: 0.1527 488/2544 [====>.........................] - ETA: 10:38 - loss: 962.7224 - logits_profile_predictions_loss: 956.9970 - logcount_predictions_loss: 0.1527 489/2544 [====>.........................] - ETA: 10:38 - loss: 962.7194 - logits_profile_predictions_loss: 956.9941 - logcount_predictions_loss: 0.1527 490/2544 [====>.........................] - ETA: 10:37 - loss: 962.7164 - logits_profile_predictions_loss: 956.9913 - logcount_predictions_loss: 0.1527 491/2544 [====>.........................] - ETA: 10:37 - loss: 962.7135 - logits_profile_predictions_loss: 956.9885 - logcount_predictions_loss: 0.1527 492/2544 [====>.........................] - ETA: 10:37 - loss: 962.7109 - logits_profile_predictions_loss: 956.9860 - logcount_predictions_loss: 0.1527 493/2544 [====>.........................] - ETA: 10:36 - loss: 962.7086 - logits_profile_predictions_loss: 956.9838 - logcount_predictions_loss: 0.1527 494/2544 [====>.........................] - ETA: 10:36 - loss: 962.7067 - logits_profile_predictions_loss: 956.9820 - logcount_predictions_loss: 0.1527 495/2544 [====>.........................] - ETA: 10:36 - loss: 962.7049 - logits_profile_predictions_loss: 956.9803 - logcount_predictions_loss: 0.1527 496/2544 [====>.........................] - ETA: 10:35 - loss: 962.7034 - logits_profile_predictions_loss: 956.9789 - logcount_predictions_loss: 0.1527 497/2544 [====>.........................] - ETA: 10:35 - loss: 962.7017 - logits_profile_predictions_loss: 956.9772 - logcount_predictions_loss: 0.1526 498/2544 [====>.........................] - ETA: 10:35 - loss: 962.7002 - logits_profile_predictions_loss: 956.9759 - logcount_predictions_loss: 0.1526 499/2544 [====>.........................] - ETA: 10:35 - loss: 962.6986 - logits_profile_predictions_loss: 956.9744 - logcount_predictions_loss: 0.1526 500/2544 [====>.........................] - ETA: 10:34 - loss: 962.6967 - logits_profile_predictions_loss: 956.9726 - logcount_predictions_loss: 0.1526 501/2544 [====>.........................] - ETA: 10:34 - loss: 962.6944 - logits_profile_predictions_loss: 956.9704 - logcount_predictions_loss: 0.1526 502/2544 [====>.........................] - ETA: 10:34 - loss: 962.6922 - logits_profile_predictions_loss: 956.9683 - logcount_predictions_loss: 0.1526 503/2544 [====>.........................] - ETA: 10:33 - loss: 962.6897 - logits_profile_predictions_loss: 956.9658 - logcount_predictions_loss: 0.1526 504/2544 [====>.........................] - ETA: 10:33 - loss: 962.6872 - logits_profile_predictions_loss: 956.9634 - logcount_predictions_loss: 0.1526 505/2544 [====>.........................] - ETA: 10:33 - loss: 962.6847 - logits_profile_predictions_loss: 956.9611 - logcount_predictions_loss: 0.1526 506/2544 [====>.........................] - ETA: 10:32 - loss: 962.6822 - logits_profile_predictions_loss: 956.9587 - logcount_predictions_loss: 0.1526 507/2544 [====>.........................] - ETA: 10:32 - loss: 962.6798 - logits_profile_predictions_loss: 956.9563 - logcount_predictions_loss: 0.1526 508/2544 [====>.........................] - ETA: 10:32 - loss: 962.6774 - logits_profile_predictions_loss: 956.9540 - logcount_predictions_loss: 0.1526 509/2544 [=====>........................] - ETA: 10:31 - loss: 962.6750 - logits_profile_predictions_loss: 956.9517 - logcount_predictions_loss: 0.1526 510/2544 [=====>........................] - ETA: 10:31 - loss: 962.6723 - logits_profile_predictions_loss: 956.9491 - logcount_predictions_loss: 0.1526 511/2544 [=====>........................] - ETA: 10:31 - loss: 962.6693 - logits_profile_predictions_loss: 956.9462 - logcount_predictions_loss: 0.1526 512/2544 [=====>........................] - ETA: 10:31 - loss: 962.6660 - logits_profile_predictions_loss: 956.9430 - logcount_predictions_loss: 0.1526 513/2544 [=====>........................] - ETA: 10:30 - loss: 962.6624 - logits_profile_predictions_loss: 956.9395 - logcount_predictions_loss: 0.1526 514/2544 [=====>........................] - ETA: 10:30 - loss: 962.6590 - logits_profile_predictions_loss: 956.9361 - logcount_predictions_loss: 0.1526 515/2544 [=====>........................] - ETA: 10:30 - loss: 962.6553 - logits_profile_predictions_loss: 956.9326 - logcount_predictions_loss: 0.1526 516/2544 [=====>........................] - ETA: 10:29 - loss: 962.6518 - logits_profile_predictions_loss: 956.9291 - logcount_predictions_loss: 0.1526 517/2544 [=====>........................] - ETA: 10:29 - loss: 962.6487 - logits_profile_predictions_loss: 956.9260 - logcount_predictions_loss: 0.1526 518/2544 [=====>........................] - ETA: 10:29 - loss: 962.6455 - logits_profile_predictions_loss: 956.9230 - logcount_predictions_loss: 0.1526 519/2544 [=====>........................] - ETA: 10:28 - loss: 962.6424 - logits_profile_predictions_loss: 956.9200 - logcount_predictions_loss: 0.1526 520/2544 [=====>........................] - ETA: 10:28 - loss: 962.6391 - logits_profile_predictions_loss: 956.9168 - logcount_predictions_loss: 0.1526 521/2544 [=====>........................] - ETA: 10:28 - loss: 962.6364 - logits_profile_predictions_loss: 956.9141 - logcount_predictions_loss: 0.1526 522/2544 [=====>........................] - ETA: 10:27 - loss: 962.6337 - logits_profile_predictions_loss: 956.9116 - logcount_predictions_loss: 0.1526 523/2544 [=====>........................] - ETA: 10:27 - loss: 962.6314 - logits_profile_predictions_loss: 956.9094 - logcount_predictions_loss: 0.1526 524/2544 [=====>........................] - ETA: 10:27 - loss: 962.6294 - logits_profile_predictions_loss: 956.9074 - logcount_predictions_loss: 0.1526 525/2544 [=====>........................] - ETA: 10:27 - loss: 962.6274 - logits_profile_predictions_loss: 956.9055 - logcount_predictions_loss: 0.1526 526/2544 [=====>........................] - ETA: 10:26 - loss: 962.6251 - logits_profile_predictions_loss: 956.9033 - logcount_predictions_loss: 0.1526 527/2544 [=====>........................] - ETA: 10:26 - loss: 962.6225 - logits_profile_predictions_loss: 956.9009 - logcount_predictions_loss: 0.1526 528/2544 [=====>........................] - ETA: 10:26 - loss: 962.6199 - 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[==============================] - ETA: 0s - loss: 962.2111 - logits_profile_predictions_loss: 956.4980 - logcount_predictions_loss: 0.1524 2544/2544 [==============================] - 821s 323ms/step - loss: 962.2116 - logits_profile_predictions_loss: 956.4984 - logcount_predictions_loss: 0.1524 - val_loss: 1043.0188 - val_logits_profile_predictions_loss: 1037.4601 - val_logcount_predictions_loss: 0.1482 Epoch 00008: val_loss did not improve from 1036.93201 Epoch 9/50 1/2544 [..............................] - ETA: 13:33 - loss: 895.7785 - logits_profile_predictions_loss: 892.2884 - logcount_predictions_loss: 0.0931 2/2544 [..............................] - ETA: 13:03 - loss: 907.4203 - logits_profile_predictions_loss: 903.0215 - logcount_predictions_loss: 0.1173 3/2544 [..............................] - ETA: 13:03 - loss: 912.3012 - logits_profile_predictions_loss: 907.5789 - logcount_predictions_loss: 0.1259 4/2544 [..............................] - ETA: 13:03 - loss: 917.5838 - logits_profile_predictions_loss: 912.7746 - logcount_predictions_loss: 0.1282 5/2544 [..............................] - ETA: 13:03 - loss: 928.8521 - logits_profile_predictions_loss: 924.0798 - logcount_predictions_loss: 0.1273 6/2544 [..............................] - ETA: 13:03 - loss: 934.7887 - logits_profile_predictions_loss: 930.0100 - logcount_predictions_loss: 0.1274 7/2544 [..............................] - ETA: 13:03 - loss: 936.9163 - logits_profile_predictions_loss: 932.1109 - logcount_predictions_loss: 0.1281 8/2544 [..............................] - ETA: 13:03 - loss: 939.9420 - logits_profile_predictions_loss: 935.1009 - logcount_predictions_loss: 0.1291 9/2544 [..............................] - ETA: 13:03 - loss: 942.0663 - logits_profile_predictions_loss: 937.2198 - logcount_predictions_loss: 0.1292 10/2544 [..............................] - ETA: 13:03 - loss: 944.2808 - logits_profile_predictions_loss: 939.4331 - logcount_predictions_loss: 0.1293 11/2544 [..............................] - ETA: 13:02 - loss: 945.4379 - logits_profile_predictions_loss: 940.5849 - logcount_predictions_loss: 0.1294 12/2544 [..............................] - ETA: 13:02 - loss: 946.1199 - logits_profile_predictions_loss: 941.2733 - logcount_predictions_loss: 0.1292 13/2544 [..............................] - ETA: 13:02 - loss: 947.5756 - logits_profile_predictions_loss: 942.7215 - logcount_predictions_loss: 0.1294 14/2544 [..............................] - ETA: 13:02 - loss: 948.9608 - logits_profile_predictions_loss: 944.0883 - logcount_predictions_loss: 0.1299 15/2544 [..............................] - ETA: 13:02 - loss: 950.4145 - logits_profile_predictions_loss: 945.5354 - logcount_predictions_loss: 0.1301 16/2544 [..............................] - ETA: 13:01 - loss: 951.9141 - logits_profile_predictions_loss: 947.0328 - logcount_predictions_loss: 0.1302 17/2544 [..............................] - ETA: 13:01 - loss: 952.8825 - logits_profile_predictions_loss: 947.9992 - logcount_predictions_loss: 0.1302 18/2544 [..............................] - ETA: 13:01 - loss: 953.6241 - logits_profile_predictions_loss: 948.7400 - logcount_predictions_loss: 0.1302 19/2544 [..............................] - ETA: 13:01 - loss: 954.0105 - logits_profile_predictions_loss: 949.1265 - logcount_predictions_loss: 0.1302 20/2544 [..............................] - ETA: 13:00 - loss: 954.4999 - logits_profile_predictions_loss: 949.6216 - logcount_predictions_loss: 0.1301 21/2544 [..............................] - ETA: 13:00 - loss: 955.1049 - logits_profile_predictions_loss: 950.2298 - logcount_predictions_loss: 0.1300 22/2544 [..............................] - ETA: 13:00 - loss: 955.2933 - logits_profile_predictions_loss: 950.4163 - logcount_predictions_loss: 0.1301 23/2544 [..............................] - ETA: 13:00 - loss: 955.5189 - logits_profile_predictions_loss: 950.6364 - logcount_predictions_loss: 0.1302 24/2544 [..............................] - ETA: 12:59 - loss: 955.8758 - logits_profile_predictions_loss: 950.9885 - logcount_predictions_loss: 0.1303 25/2544 [..............................] - ETA: 12:59 - loss: 956.0989 - logits_profile_predictions_loss: 951.2068 - logcount_predictions_loss: 0.1305 26/2544 [..............................] - ETA: 12:59 - loss: 956.2797 - logits_profile_predictions_loss: 951.3829 - logcount_predictions_loss: 0.1306 27/2544 [..............................] - ETA: 12:59 - loss: 956.2143 - logits_profile_predictions_loss: 951.3109 - logcount_predictions_loss: 0.1308 28/2544 [..............................] - ETA: 12:58 - loss: 956.0502 - logits_profile_predictions_loss: 951.1403 - logcount_predictions_loss: 0.1309 29/2544 [..............................] - ETA: 12:58 - loss: 955.7971 - logits_profile_predictions_loss: 950.8833 - logcount_predictions_loss: 0.1310 30/2544 [..............................] - ETA: 12:58 - loss: 955.6522 - logits_profile_predictions_loss: 950.7316 - logcount_predictions_loss: 0.1312 31/2544 [..............................] - ETA: 12:57 - loss: 955.4224 - logits_profile_predictions_loss: 950.4978 - logcount_predictions_loss: 0.1313 32/2544 [..............................] - ETA: 12:57 - loss: 955.2775 - logits_profile_predictions_loss: 950.3475 - logcount_predictions_loss: 0.1315 33/2544 [..............................] - ETA: 12:57 - loss: 955.0894 - logits_profile_predictions_loss: 950.1546 - logcount_predictions_loss: 0.1316 34/2544 [..............................] - ETA: 12:57 - loss: 954.9689 - logits_profile_predictions_loss: 950.0308 - logcount_predictions_loss: 0.1317 35/2544 [..............................] - ETA: 12:56 - loss: 954.9074 - logits_profile_predictions_loss: 949.9666 - logcount_predictions_loss: 0.1318 36/2544 [..............................] - ETA: 12:56 - loss: 954.8381 - logits_profile_predictions_loss: 949.8944 - logcount_predictions_loss: 0.1318 37/2544 [..............................] - ETA: 12:56 - loss: 954.8158 - logits_profile_predictions_loss: 949.8685 - logcount_predictions_loss: 0.1319 38/2544 [..............................] - ETA: 12:55 - loss: 954.7785 - logits_profile_predictions_loss: 949.8260 - logcount_predictions_loss: 0.1321 39/2544 [..............................] - ETA: 12:55 - loss: 954.7923 - logits_profile_predictions_loss: 949.8355 - logcount_predictions_loss: 0.1322 40/2544 [..............................] - ETA: 12:55 - loss: 954.8100 - logits_profile_predictions_loss: 949.8490 - logcount_predictions_loss: 0.1323 41/2544 [..............................] - ETA: 12:55 - loss: 954.8521 - logits_profile_predictions_loss: 949.8859 - logcount_predictions_loss: 0.1324 42/2544 [..............................] - ETA: 12:54 - loss: 954.9484 - logits_profile_predictions_loss: 949.9772 - logcount_predictions_loss: 0.1326 43/2544 [..............................] - ETA: 12:54 - loss: 955.0254 - logits_profile_predictions_loss: 950.0503 - logcount_predictions_loss: 0.1327 44/2544 [..............................] - ETA: 12:54 - loss: 955.0492 - logits_profile_predictions_loss: 950.0708 - logcount_predictions_loss: 0.1328 45/2544 [..............................] - ETA: 12:53 - loss: 955.0898 - logits_profile_predictions_loss: 950.1073 - logcount_predictions_loss: 0.1329 46/2544 [..............................] - ETA: 12:53 - loss: 955.1123 - logits_profile_predictions_loss: 950.1270 - logcount_predictions_loss: 0.1329 47/2544 [..............................] - ETA: 12:53 - loss: 955.1451 - logits_profile_predictions_loss: 950.1582 - logcount_predictions_loss: 0.1330 48/2544 [..............................] - ETA: 12:53 - loss: 955.1858 - logits_profile_predictions_loss: 950.1970 - logcount_predictions_loss: 0.1330 49/2544 [..............................] - ETA: 12:52 - loss: 955.2120 - logits_profile_predictions_loss: 950.2211 - logcount_predictions_loss: 0.1331 50/2544 [..............................] - ETA: 12:52 - loss: 955.2625 - logits_profile_predictions_loss: 950.2701 - logcount_predictions_loss: 0.1331 51/2544 [..............................] - ETA: 12:52 - loss: 955.2844 - logits_profile_predictions_loss: 950.2908 - logcount_predictions_loss: 0.1332 52/2544 [..............................] - ETA: 12:51 - loss: 955.3290 - logits_profile_predictions_loss: 950.3341 - logcount_predictions_loss: 0.1332 53/2544 [..............................] - ETA: 12:51 - loss: 955.3860 - logits_profile_predictions_loss: 950.3904 - logcount_predictions_loss: 0.1332 54/2544 [..............................] - ETA: 12:51 - loss: 955.4198 - logits_profile_predictions_loss: 950.4240 - logcount_predictions_loss: 0.1332 55/2544 [..............................] - ETA: 12:50 - loss: 955.4391 - logits_profile_predictions_loss: 950.4436 - logcount_predictions_loss: 0.1332 56/2544 [..............................] - ETA: 12:50 - loss: 955.4514 - logits_profile_predictions_loss: 950.4559 - logcount_predictions_loss: 0.1332 57/2544 [..............................] - ETA: 12:50 - loss: 955.4388 - logits_profile_predictions_loss: 950.4431 - logcount_predictions_loss: 0.1332 58/2544 [..............................] - ETA: 12:50 - loss: 955.3937 - logits_profile_predictions_loss: 950.3981 - logcount_predictions_loss: 0.1332 59/2544 [..............................] - ETA: 12:49 - loss: 955.3298 - logits_profile_predictions_loss: 950.3344 - logcount_predictions_loss: 0.1332 60/2544 [..............................] - ETA: 12:49 - loss: 955.2809 - logits_profile_predictions_loss: 950.2862 - logcount_predictions_loss: 0.1332 61/2544 [..............................] - ETA: 12:49 - loss: 955.2271 - logits_profile_predictions_loss: 950.2323 - logcount_predictions_loss: 0.1332 62/2544 [..............................] - ETA: 12:48 - loss: 955.1643 - logits_profile_predictions_loss: 950.1697 - logcount_predictions_loss: 0.1332 63/2544 [..............................] - ETA: 12:48 - loss: 955.1123 - logits_profile_predictions_loss: 950.1173 - logcount_predictions_loss: 0.1332 64/2544 [..............................] - ETA: 12:48 - loss: 955.0853 - logits_profile_predictions_loss: 950.0900 - logcount_predictions_loss: 0.1332 65/2544 [..............................] - ETA: 12:48 - loss: 955.0487 - logits_profile_predictions_loss: 950.0534 - logcount_predictions_loss: 0.1332 66/2544 [..............................] - ETA: 12:47 - loss: 955.0045 - logits_profile_predictions_loss: 950.0091 - logcount_predictions_loss: 0.1332 67/2544 [..............................] - ETA: 12:47 - loss: 954.9671 - logits_profile_predictions_loss: 949.9717 - logcount_predictions_loss: 0.1332 68/2544 [..............................] - ETA: 12:47 - loss: 954.9016 - logits_profile_predictions_loss: 949.9061 - logcount_predictions_loss: 0.1332 69/2544 [..............................] - ETA: 12:46 - loss: 954.8434 - logits_profile_predictions_loss: 949.8476 - logcount_predictions_loss: 0.1332 70/2544 [..............................] - ETA: 12:46 - loss: 954.8009 - logits_profile_predictions_loss: 949.8050 - logcount_predictions_loss: 0.1332 71/2544 [..............................] - ETA: 12:46 - loss: 954.7757 - logits_profile_predictions_loss: 949.7793 - logcount_predictions_loss: 0.1332 72/2544 [..............................] - ETA: 12:46 - loss: 954.7337 - logits_profile_predictions_loss: 949.7367 - logcount_predictions_loss: 0.1333 73/2544 [..............................] - ETA: 12:45 - loss: 954.7032 - logits_profile_predictions_loss: 949.7057 - logcount_predictions_loss: 0.1333 74/2544 [..............................] - ETA: 12:45 - loss: 954.6678 - logits_profile_predictions_loss: 949.6699 - logcount_predictions_loss: 0.1333 75/2544 [..............................] - ETA: 12:45 - loss: 954.6290 - logits_profile_predictions_loss: 949.6308 - logcount_predictions_loss: 0.1333 76/2544 [..............................] - ETA: 12:44 - loss: 954.5788 - logits_profile_predictions_loss: 949.5802 - logcount_predictions_loss: 0.1333 77/2544 [..............................] - ETA: 12:44 - loss: 954.5433 - logits_profile_predictions_loss: 949.5443 - logcount_predictions_loss: 0.1333 78/2544 [..............................] - ETA: 12:44 - loss: 954.5027 - logits_profile_predictions_loss: 949.5032 - logcount_predictions_loss: 0.1333 79/2544 [..............................] - ETA: 12:44 - loss: 954.4608 - logits_profile_predictions_loss: 949.4603 - logcount_predictions_loss: 0.1333 80/2544 [..............................] - ETA: 12:43 - loss: 954.4160 - logits_profile_predictions_loss: 949.4147 - logcount_predictions_loss: 0.1334 81/2544 [..............................] - ETA: 12:43 - loss: 954.3682 - logits_profile_predictions_loss: 949.3661 - logcount_predictions_loss: 0.1334 82/2544 [..............................] - ETA: 12:43 - loss: 954.3209 - logits_profile_predictions_loss: 949.3178 - logcount_predictions_loss: 0.1334 83/2544 [..............................] - ETA: 12:42 - loss: 954.2749 - logits_profile_predictions_loss: 949.2705 - logcount_predictions_loss: 0.1335 84/2544 [..............................] - ETA: 12:42 - loss: 954.2437 - logits_profile_predictions_loss: 949.2385 - logcount_predictions_loss: 0.1335 85/2544 [>.............................] - ETA: 12:42 - loss: 954.2118 - logits_profile_predictions_loss: 949.2059 - logcount_predictions_loss: 0.1335 86/2544 [>.............................] - ETA: 12:41 - loss: 954.1867 - logits_profile_predictions_loss: 949.1800 - logcount_predictions_loss: 0.1335 87/2544 [>.............................] - ETA: 12:41 - loss: 954.1776 - logits_profile_predictions_loss: 949.1702 - logcount_predictions_loss: 0.1335 88/2544 [>.............................] - ETA: 12:41 - loss: 954.1614 - logits_profile_predictions_loss: 949.1535 - logcount_predictions_loss: 0.1335 89/2544 [>.............................] - ETA: 12:41 - loss: 954.1536 - logits_profile_predictions_loss: 949.1455 - logcount_predictions_loss: 0.1335 90/2544 [>.............................] - ETA: 12:40 - loss: 954.1492 - logits_profile_predictions_loss: 949.1406 - logcount_predictions_loss: 0.1336 91/2544 [>.............................] - ETA: 12:40 - loss: 954.1319 - logits_profile_predictions_loss: 949.1225 - logcount_predictions_loss: 0.1336 92/2544 [>.............................] - ETA: 12:40 - loss: 954.1138 - logits_profile_predictions_loss: 949.1037 - logcount_predictions_loss: 0.1336 93/2544 [>.............................] - ETA: 12:39 - loss: 954.0845 - logits_profile_predictions_loss: 949.0735 - logcount_predictions_loss: 0.1336 94/2544 [>.............................] - ETA: 12:39 - loss: 954.0603 - logits_profile_predictions_loss: 949.0485 - logcount_predictions_loss: 0.1336 95/2544 [>.............................] - ETA: 12:39 - loss: 954.0296 - logits_profile_predictions_loss: 949.0170 - logcount_predictions_loss: 0.1337 96/2544 [>.............................] - ETA: 12:38 - loss: 953.9940 - logits_profile_predictions_loss: 948.9803 - logcount_predictions_loss: 0.1337 97/2544 [>.............................] - ETA: 12:38 - loss: 953.9635 - logits_profile_predictions_loss: 948.9484 - logcount_predictions_loss: 0.1337 98/2544 [>.............................] - ETA: 12:38 - loss: 953.9355 - logits_profile_predictions_loss: 948.9190 - logcount_predictions_loss: 0.1338 99/2544 [>.............................] - ETA: 12:38 - loss: 953.9003 - logits_profile_predictions_loss: 948.8824 - logcount_predictions_loss: 0.1338 100/2544 [>.............................] - ETA: 12:37 - loss: 953.8695 - logits_profile_predictions_loss: 948.8501 - logcount_predictions_loss: 0.1339 101/2544 [>.............................] - ETA: 12:37 - loss: 953.8259 - logits_profile_predictions_loss: 948.8051 - logcount_predictions_loss: 0.1339 102/2544 [>.............................] - ETA: 12:37 - loss: 953.7992 - logits_profile_predictions_loss: 948.7769 - logcount_predictions_loss: 0.1339 103/2544 [>.............................] - ETA: 12:36 - loss: 953.7700 - logits_profile_predictions_loss: 948.7465 - logcount_predictions_loss: 0.1340 104/2544 [>.............................] - ETA: 12:36 - loss: 953.7411 - logits_profile_predictions_loss: 948.7161 - logcount_predictions_loss: 0.1340 105/2544 [>.............................] - ETA: 12:36 - loss: 953.7247 - logits_profile_predictions_loss: 948.6982 - logcount_predictions_loss: 0.1340 106/2544 [>.............................] - ETA: 12:35 - loss: 953.7086 - logits_profile_predictions_loss: 948.6805 - logcount_predictions_loss: 0.1341 107/2544 [>.............................] - ETA: 12:35 - loss: 953.6946 - logits_profile_predictions_loss: 948.6648 - logcount_predictions_loss: 0.1341 108/2544 [>.............................] - ETA: 12:35 - loss: 953.6844 - logits_profile_predictions_loss: 948.6528 - logcount_predictions_loss: 0.1342 109/2544 [>.............................] - ETA: 12:35 - loss: 953.6846 - logits_profile_predictions_loss: 948.6513 - logcount_predictions_loss: 0.1342 110/2544 [>.............................] - ETA: 12:34 - loss: 953.6866 - logits_profile_predictions_loss: 948.6512 - logcount_predictions_loss: 0.1343 111/2544 [>.............................] - ETA: 12:34 - loss: 953.6789 - logits_profile_predictions_loss: 948.6413 - logcount_predictions_loss: 0.1343 112/2544 [>.............................] - ETA: 12:34 - loss: 953.6734 - logits_profile_predictions_loss: 948.6336 - logcount_predictions_loss: 0.1344 113/2544 [>.............................] - ETA: 12:33 - loss: 953.6621 - logits_profile_predictions_loss: 948.6201 - logcount_predictions_loss: 0.1345 114/2544 [>.............................] - ETA: 12:33 - loss: 953.6526 - logits_profile_predictions_loss: 948.6086 - logcount_predictions_loss: 0.1345 115/2544 [>.............................] - ETA: 12:33 - loss: 953.6469 - logits_profile_predictions_loss: 948.6007 - logcount_predictions_loss: 0.1346 116/2544 [>.............................] - ETA: 12:32 - loss: 953.6470 - logits_profile_predictions_loss: 948.5988 - logcount_predictions_loss: 0.1346 117/2544 [>.............................] - ETA: 12:32 - loss: 953.6476 - logits_profile_predictions_loss: 948.5974 - logcount_predictions_loss: 0.1347 118/2544 [>.............................] - ETA: 12:32 - loss: 953.6463 - logits_profile_predictions_loss: 948.5944 - logcount_predictions_loss: 0.1347 119/2544 [>.............................] - ETA: 12:32 - loss: 953.6487 - logits_profile_predictions_loss: 948.5951 - logcount_predictions_loss: 0.1348 120/2544 [>.............................] - ETA: 12:31 - loss: 953.6496 - logits_profile_predictions_loss: 948.5941 - logcount_predictions_loss: 0.1348 121/2544 [>.............................] - ETA: 12:31 - loss: 953.6464 - logits_profile_predictions_loss: 948.5892 - logcount_predictions_loss: 0.1349 122/2544 [>.............................] - ETA: 12:31 - loss: 953.6434 - logits_profile_predictions_loss: 948.5845 - logcount_predictions_loss: 0.1349 123/2544 [>.............................] - ETA: 12:30 - loss: 953.6353 - logits_profile_predictions_loss: 948.5748 - logcount_predictions_loss: 0.1349 124/2544 [>.............................] - ETA: 12:30 - loss: 953.6321 - logits_profile_predictions_loss: 948.5698 - logcount_predictions_loss: 0.1350 125/2544 [>.............................] - ETA: 12:30 - loss: 953.6322 - logits_profile_predictions_loss: 948.5683 - logcount_predictions_loss: 0.1350 126/2544 [>.............................] - ETA: 12:29 - loss: 953.6329 - logits_profile_predictions_loss: 948.5672 - logcount_predictions_loss: 0.1351 127/2544 [>.............................] - ETA: 12:29 - loss: 953.6302 - logits_profile_predictions_loss: 948.5626 - logcount_predictions_loss: 0.1351 128/2544 [>.............................] - ETA: 12:29 - loss: 953.6300 - logits_profile_predictions_loss: 948.5606 - logcount_predictions_loss: 0.1352 129/2544 [>.............................] - ETA: 12:29 - loss: 953.6322 - logits_profile_predictions_loss: 948.5610 - logcount_predictions_loss: 0.1352 130/2544 [>.............................] - ETA: 12:28 - loss: 953.6352 - logits_profile_predictions_loss: 948.5623 - logcount_predictions_loss: 0.1353 131/2544 [>.............................] - ETA: 12:28 - loss: 953.6376 - logits_profile_predictions_loss: 948.5631 - logcount_predictions_loss: 0.1353 132/2544 [>.............................] - ETA: 12:28 - loss: 953.6433 - logits_profile_predictions_loss: 948.5674 - logcount_predictions_loss: 0.1354 133/2544 [>.............................] - ETA: 12:27 - loss: 953.6457 - logits_profile_predictions_loss: 948.5684 - logcount_predictions_loss: 0.1354 134/2544 [>.............................] - ETA: 12:27 - loss: 953.6480 - logits_profile_predictions_loss: 948.5691 - logcount_predictions_loss: 0.1354 135/2544 [>.............................] - ETA: 12:27 - loss: 953.6529 - logits_profile_predictions_loss: 948.5726 - logcount_predictions_loss: 0.1355 136/2544 [>.............................] - ETA: 12:26 - loss: 953.6525 - logits_profile_predictions_loss: 948.5709 - logcount_predictions_loss: 0.1355 137/2544 [>.............................] - ETA: 12:26 - loss: 953.6496 - logits_profile_predictions_loss: 948.5668 - logcount_predictions_loss: 0.1355 138/2544 [>.............................] - ETA: 12:26 - loss: 953.6451 - logits_profile_predictions_loss: 948.5610 - logcount_predictions_loss: 0.1356 139/2544 [>.............................] - ETA: 12:25 - loss: 953.6393 - logits_profile_predictions_loss: 948.5540 - logcount_predictions_loss: 0.1356 140/2544 [>.............................] - ETA: 12:25 - loss: 953.6370 - logits_profile_predictions_loss: 948.5504 - logcount_predictions_loss: 0.1356 141/2544 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[====>.........................] - ETA: 10:57 - loss: 954.8386 - logits_profile_predictions_loss: 949.5854 - logcount_predictions_loss: 0.1401 428/2544 [====>.........................] - ETA: 10:57 - loss: 954.8421 - logits_profile_predictions_loss: 949.5887 - logcount_predictions_loss: 0.1401 429/2544 [====>.........................] - ETA: 10:57 - loss: 954.8459 - logits_profile_predictions_loss: 949.5924 - logcount_predictions_loss: 0.1401 430/2544 [====>.........................] - ETA: 10:56 - loss: 954.8504 - logits_profile_predictions_loss: 949.5966 - logcount_predictions_loss: 0.1401 431/2544 [====>.........................] - ETA: 10:56 - loss: 954.8547 - logits_profile_predictions_loss: 949.6007 - logcount_predictions_loss: 0.1401 432/2544 [====>.........................] - ETA: 10:56 - loss: 954.8592 - logits_profile_predictions_loss: 949.6050 - logcount_predictions_loss: 0.1401 433/2544 [====>.........................] - ETA: 10:55 - loss: 954.8629 - 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[====>.........................] - ETA: 10:49 - loss: 954.9357 - logits_profile_predictions_loss: 949.6777 - logcount_predictions_loss: 0.1402 454/2544 [====>.........................] - ETA: 10:49 - loss: 954.9375 - logits_profile_predictions_loss: 949.6793 - logcount_predictions_loss: 0.1402 455/2544 [====>.........................] - ETA: 10:49 - loss: 954.9392 - logits_profile_predictions_loss: 949.6808 - logcount_predictions_loss: 0.1402 456/2544 [====>.........................] - ETA: 10:48 - loss: 954.9411 - logits_profile_predictions_loss: 949.6826 - logcount_predictions_loss: 0.1402 457/2544 [====>.........................] - ETA: 10:48 - loss: 954.9423 - logits_profile_predictions_loss: 949.6836 - logcount_predictions_loss: 0.1402 458/2544 [====>.........................] - ETA: 10:48 - loss: 954.9435 - logits_profile_predictions_loss: 949.6847 - logcount_predictions_loss: 0.1402 459/2544 [====>.........................] - ETA: 10:48 - loss: 954.9445 - 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[====>.........................] - ETA: 10:45 - loss: 954.9511 - logits_profile_predictions_loss: 949.6910 - logcount_predictions_loss: 0.1403 467/2544 [====>.........................] - ETA: 10:45 - loss: 954.9529 - logits_profile_predictions_loss: 949.6927 - logcount_predictions_loss: 0.1403 468/2544 [====>.........................] - ETA: 10:45 - loss: 954.9547 - logits_profile_predictions_loss: 949.6943 - logcount_predictions_loss: 0.1403 469/2544 [====>.........................] - ETA: 10:44 - loss: 954.9562 - logits_profile_predictions_loss: 949.6956 - logcount_predictions_loss: 0.1403 470/2544 [====>.........................] - ETA: 10:44 - loss: 954.9580 - logits_profile_predictions_loss: 949.6973 - logcount_predictions_loss: 0.1403 471/2544 [====>.........................] - ETA: 10:44 - loss: 954.9594 - logits_profile_predictions_loss: 949.6985 - logcount_predictions_loss: 0.1403 472/2544 [====>.........................] - ETA: 10:43 - loss: 954.9607 - 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[====>.........................] - ETA: 10:41 - loss: 954.9679 - logits_profile_predictions_loss: 949.7057 - logcount_predictions_loss: 0.1403 480/2544 [====>.........................] - ETA: 10:41 - loss: 954.9687 - logits_profile_predictions_loss: 949.7064 - logcount_predictions_loss: 0.1403 481/2544 [====>.........................] - ETA: 10:41 - loss: 954.9698 - logits_profile_predictions_loss: 949.7073 - logcount_predictions_loss: 0.1403 482/2544 [====>.........................] - ETA: 10:40 - loss: 954.9706 - logits_profile_predictions_loss: 949.7080 - logcount_predictions_loss: 0.1403 483/2544 [====>.........................] - ETA: 10:40 - loss: 954.9714 - logits_profile_predictions_loss: 949.7086 - logcount_predictions_loss: 0.1403 484/2544 [====>.........................] - ETA: 10:40 - loss: 954.9722 - logits_profile_predictions_loss: 949.7093 - logcount_predictions_loss: 0.1403 485/2544 [====>.........................] - ETA: 10:39 - loss: 954.9726 - 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[====>.........................] - ETA: 10:37 - loss: 954.9753 - logits_profile_predictions_loss: 949.7109 - logcount_predictions_loss: 0.1404 493/2544 [====>.........................] - ETA: 10:37 - loss: 954.9753 - logits_profile_predictions_loss: 949.7108 - logcount_predictions_loss: 0.1404 494/2544 [====>.........................] - ETA: 10:37 - loss: 954.9751 - logits_profile_predictions_loss: 949.7104 - logcount_predictions_loss: 0.1404 495/2544 [====>.........................] - ETA: 10:36 - loss: 954.9749 - logits_profile_predictions_loss: 949.7100 - logcount_predictions_loss: 0.1404 496/2544 [====>.........................] - ETA: 10:36 - loss: 954.9748 - logits_profile_predictions_loss: 949.7097 - logcount_predictions_loss: 0.1404 497/2544 [====>.........................] - ETA: 10:36 - loss: 954.9745 - logits_profile_predictions_loss: 949.7093 - logcount_predictions_loss: 0.1404 498/2544 [====>.........................] - ETA: 10:35 - loss: 954.9745 - 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[====>.........................] - ETA: 10:33 - loss: 954.9770 - logits_profile_predictions_loss: 949.7102 - logcount_predictions_loss: 0.1404 506/2544 [====>.........................] - ETA: 10:33 - loss: 954.9776 - logits_profile_predictions_loss: 949.7107 - logcount_predictions_loss: 0.1404 507/2544 [====>.........................] - ETA: 10:33 - loss: 954.9784 - logits_profile_predictions_loss: 949.7113 - logcount_predictions_loss: 0.1405 508/2544 [====>.........................] - ETA: 10:32 - loss: 954.9791 - logits_profile_predictions_loss: 949.7118 - logcount_predictions_loss: 0.1405 509/2544 [=====>........................] - ETA: 10:32 - loss: 954.9796 - logits_profile_predictions_loss: 949.7122 - logcount_predictions_loss: 0.1405 510/2544 [=====>........................] - ETA: 10:32 - loss: 954.9798 - logits_profile_predictions_loss: 949.7122 - logcount_predictions_loss: 0.1405 511/2544 [=====>........................] - ETA: 10:31 - loss: 954.9799 - 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[=====>........................] - ETA: 10:29 - loss: 954.9846 - logits_profile_predictions_loss: 949.7157 - logcount_predictions_loss: 0.1405 519/2544 [=====>........................] - ETA: 10:29 - loss: 954.9856 - logits_profile_predictions_loss: 949.7166 - logcount_predictions_loss: 0.1405 520/2544 [=====>........................] - ETA: 10:29 - loss: 954.9866 - logits_profile_predictions_loss: 949.7174 - logcount_predictions_loss: 0.1405 521/2544 [=====>........................] - ETA: 10:28 - loss: 954.9876 - logits_profile_predictions_loss: 949.7182 - logcount_predictions_loss: 0.1405 522/2544 [=====>........................] - ETA: 10:28 - loss: 954.9884 - logits_profile_predictions_loss: 949.7188 - logcount_predictions_loss: 0.1405 523/2544 [=====>........................] - ETA: 10:28 - loss: 954.9889 - logits_profile_predictions_loss: 949.7192 - logcount_predictions_loss: 0.1405 524/2544 [=====>........................] - ETA: 10:27 - loss: 954.9895 - 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val_logcount_predictions_loss: 0.1409 Epoch 00009: val_loss did not improve from 1036.93201 Epoch 10/50 1/2544 [..............................] - ETA: 13:26 - loss: 804.7341 - logits_profile_predictions_loss: 801.6912 - logcount_predictions_loss: 0.0811 2/2544 [..............................] - ETA: 13:02 - loss: 859.3022 - logits_profile_predictions_loss: 855.5012 - logcount_predictions_loss: 0.1014 3/2544 [..............................] - ETA: 13:02 - loss: 869.8089 - logits_profile_predictions_loss: 865.8414 - logcount_predictions_loss: 0.1058 4/2544 [..............................] - ETA: 13:04 - loss: 873.1056 - logits_profile_predictions_loss: 868.9962 - logcount_predictions_loss: 0.1096 5/2544 [..............................] - ETA: 13:03 - loss: 875.8990 - logits_profile_predictions_loss: 871.6645 - logcount_predictions_loss: 0.1129 6/2544 [..............................] - ETA: 13:03 - loss: 879.5994 - logits_profile_predictions_loss: 875.3143 - logcount_predictions_loss: 0.1143 7/2544 [..............................] - ETA: 13:03 - loss: 881.1022 - logits_profile_predictions_loss: 876.7851 - logcount_predictions_loss: 0.1151 8/2544 [..............................] - ETA: 13:02 - loss: 881.7069 - logits_profile_predictions_loss: 877.2699 - logcount_predictions_loss: 0.1183 9/2544 [..............................] - ETA: 13:02 - loss: 883.5021 - logits_profile_predictions_loss: 878.9801 - logcount_predictions_loss: 0.1206 10/2544 [..............................] - ETA: 13:02 - loss: 886.0942 - logits_profile_predictions_loss: 881.5254 - logcount_predictions_loss: 0.1218 11/2544 [..............................] - ETA: 13:02 - loss: 889.0569 - logits_profile_predictions_loss: 884.4512 - logcount_predictions_loss: 0.1228 12/2544 [..............................] - ETA: 13:02 - loss: 892.4698 - logits_profile_predictions_loss: 887.8263 - logcount_predictions_loss: 0.1238 13/2544 [..............................] - ETA: 13:02 - loss: 895.2529 - logits_profile_predictions_loss: 890.5421 - logcount_predictions_loss: 0.1256 14/2544 [..............................] - ETA: 13:02 - loss: 897.2557 - logits_profile_predictions_loss: 892.4876 - logcount_predictions_loss: 0.1272 15/2544 [..............................] - ETA: 13:01 - loss: 899.1748 - logits_profile_predictions_loss: 894.3552 - logcount_predictions_loss: 0.1285 16/2544 [..............................] - ETA: 13:01 - loss: 901.0272 - logits_profile_predictions_loss: 896.1694 - logcount_predictions_loss: 0.1295 17/2544 [..............................] - ETA: 13:01 - loss: 902.8190 - logits_profile_predictions_loss: 897.9200 - logcount_predictions_loss: 0.1306 18/2544 [..............................] - ETA: 13:01 - loss: 904.3779 - logits_profile_predictions_loss: 899.4391 - logcount_predictions_loss: 0.1317 19/2544 [..............................] - ETA: 13:01 - loss: 905.8024 - logits_profile_predictions_loss: 900.8350 - logcount_predictions_loss: 0.1325 20/2544 [..............................] - ETA: 13:00 - loss: 907.0535 - logits_profile_predictions_loss: 902.0593 - logcount_predictions_loss: 0.1332 21/2544 [..............................] - ETA: 13:00 - loss: 908.0572 - logits_profile_predictions_loss: 903.0412 - logcount_predictions_loss: 0.1338 22/2544 [..............................] - ETA: 13:00 - loss: 908.9414 - logits_profile_predictions_loss: 903.9096 - logcount_predictions_loss: 0.1342 23/2544 [..............................] - ETA: 13:00 - loss: 909.8631 - logits_profile_predictions_loss: 904.8204 - logcount_predictions_loss: 0.1345 24/2544 [..............................] - ETA: 12:59 - loss: 910.6114 - logits_profile_predictions_loss: 905.5624 - logcount_predictions_loss: 0.1346 25/2544 [..............................] - ETA: 12:59 - loss: 911.2522 - logits_profile_predictions_loss: 906.1971 - logcount_predictions_loss: 0.1348 26/2544 [..............................] - ETA: 12:59 - loss: 911.8092 - logits_profile_predictions_loss: 906.7496 - logcount_predictions_loss: 0.1349 27/2544 [..............................] - ETA: 12:59 - loss: 912.2211 - logits_profile_predictions_loss: 907.1592 - logcount_predictions_loss: 0.1350 28/2544 [..............................] - ETA: 12:58 - loss: 912.4320 - logits_profile_predictions_loss: 907.3675 - logcount_predictions_loss: 0.1351 29/2544 [..............................] - ETA: 12:58 - loss: 912.6318 - logits_profile_predictions_loss: 907.5641 - logcount_predictions_loss: 0.1351 30/2544 [..............................] - ETA: 12:58 - loss: 912.9726 - logits_profile_predictions_loss: 907.9037 - logcount_predictions_loss: 0.1352 31/2544 [..............................] - ETA: 12:57 - loss: 913.3241 - logits_profile_predictions_loss: 908.2534 - logcount_predictions_loss: 0.1352 32/2544 [..............................] - ETA: 12:57 - loss: 913.6440 - logits_profile_predictions_loss: 908.5708 - logcount_predictions_loss: 0.1353 33/2544 [..............................] - ETA: 12:57 - loss: 914.0298 - logits_profile_predictions_loss: 908.9559 - logcount_predictions_loss: 0.1353 34/2544 [..............................] - ETA: 12:57 - loss: 914.4030 - logits_profile_predictions_loss: 909.3284 - logcount_predictions_loss: 0.1353 35/2544 [..............................] - ETA: 12:56 - loss: 914.7382 - logits_profile_predictions_loss: 909.6602 - logcount_predictions_loss: 0.1354 36/2544 [..............................] - ETA: 12:56 - loss: 915.0256 - logits_profile_predictions_loss: 909.9448 - logcount_predictions_loss: 0.1355 37/2544 [..............................] - ETA: 12:56 - loss: 915.2379 - logits_profile_predictions_loss: 910.1550 - logcount_predictions_loss: 0.1355 38/2544 [..............................] - ETA: 12:55 - loss: 915.4169 - logits_profile_predictions_loss: 910.3318 - logcount_predictions_loss: 0.1356 39/2544 [..............................] - ETA: 12:55 - loss: 915.6688 - logits_profile_predictions_loss: 910.5827 - logcount_predictions_loss: 0.1356 40/2544 [..............................] - ETA: 12:55 - loss: 915.9385 - logits_profile_predictions_loss: 910.8506 - logcount_predictions_loss: 0.1357 41/2544 [..............................] - ETA: 12:55 - loss: 916.2604 - logits_profile_predictions_loss: 911.1703 - logcount_predictions_loss: 0.1357 42/2544 [..............................] - ETA: 12:54 - loss: 916.6205 - logits_profile_predictions_loss: 911.5289 - logcount_predictions_loss: 0.1358 43/2544 [..............................] - ETA: 12:54 - loss: 916.9510 - logits_profile_predictions_loss: 911.8579 - logcount_predictions_loss: 0.1358 44/2544 [..............................] - ETA: 12:54 - loss: 917.2986 - logits_profile_predictions_loss: 912.2047 - logcount_predictions_loss: 0.1358 45/2544 [..............................] - ETA: 12:53 - loss: 917.6620 - logits_profile_predictions_loss: 912.5673 - logcount_predictions_loss: 0.1359 46/2544 [..............................] - ETA: 12:53 - loss: 918.0282 - logits_profile_predictions_loss: 912.9332 - logcount_predictions_loss: 0.1359 47/2544 [..............................] - ETA: 12:53 - loss: 918.4161 - logits_profile_predictions_loss: 913.3212 - logcount_predictions_loss: 0.1359 48/2544 [..............................] - ETA: 12:53 - loss: 918.8091 - logits_profile_predictions_loss: 913.7133 - logcount_predictions_loss: 0.1359 49/2544 [..............................] - ETA: 12:52 - loss: 919.2403 - logits_profile_predictions_loss: 914.1443 - logcount_predictions_loss: 0.1359 50/2544 [..............................] - ETA: 12:52 - loss: 919.6392 - logits_profile_predictions_loss: 914.5435 - logcount_predictions_loss: 0.1359 51/2544 [..............................] - ETA: 12:52 - loss: 920.0485 - logits_profile_predictions_loss: 914.9527 - logcount_predictions_loss: 0.1359 52/2544 [..............................] - ETA: 12:51 - loss: 920.4578 - logits_profile_predictions_loss: 915.3616 - logcount_predictions_loss: 0.1359 53/2544 [..............................] - ETA: 12:51 - loss: 920.8556 - logits_profile_predictions_loss: 915.7596 - logcount_predictions_loss: 0.1359 54/2544 [..............................] - ETA: 12:51 - loss: 921.2525 - logits_profile_predictions_loss: 916.1569 - logcount_predictions_loss: 0.1359 55/2544 [..............................] - ETA: 12:51 - loss: 921.6132 - logits_profile_predictions_loss: 916.5180 - logcount_predictions_loss: 0.1359 56/2544 [..............................] - ETA: 12:50 - loss: 921.9653 - logits_profile_predictions_loss: 916.8709 - logcount_predictions_loss: 0.1359 57/2544 [..............................] - ETA: 12:50 - loss: 922.3216 - logits_profile_predictions_loss: 917.2277 - logcount_predictions_loss: 0.1358 58/2544 [..............................] - ETA: 12:50 - loss: 922.6365 - logits_profile_predictions_loss: 917.5428 - logcount_predictions_loss: 0.1358 59/2544 [..............................] - ETA: 12:49 - loss: 922.9259 - logits_profile_predictions_loss: 917.8321 - logcount_predictions_loss: 0.1358 60/2544 [..............................] - ETA: 12:49 - loss: 923.1948 - logits_profile_predictions_loss: 918.1014 - logcount_predictions_loss: 0.1358 61/2544 [..............................] - ETA: 12:49 - loss: 923.4399 - logits_profile_predictions_loss: 918.3463 - logcount_predictions_loss: 0.1358 62/2544 [..............................] - ETA: 12:49 - loss: 923.6732 - logits_profile_predictions_loss: 918.5794 - logcount_predictions_loss: 0.1358 63/2544 [..............................] - ETA: 12:48 - loss: 923.9021 - logits_profile_predictions_loss: 918.8078 - logcount_predictions_loss: 0.1359 64/2544 [..............................] - ETA: 12:48 - loss: 924.1471 - logits_profile_predictions_loss: 919.0519 - logcount_predictions_loss: 0.1359 65/2544 [..............................] - ETA: 12:48 - loss: 924.3911 - logits_profile_predictions_loss: 919.2957 - logcount_predictions_loss: 0.1359 66/2544 [..............................] - ETA: 12:47 - loss: 924.6375 - logits_profile_predictions_loss: 919.5424 - logcount_predictions_loss: 0.1359 67/2544 [..............................] - ETA: 12:47 - loss: 924.9001 - logits_profile_predictions_loss: 919.8056 - logcount_predictions_loss: 0.1359 68/2544 [..............................] - ETA: 12:47 - loss: 925.1685 - logits_profile_predictions_loss: 920.0749 - logcount_predictions_loss: 0.1358 69/2544 [..............................] - ETA: 12:46 - loss: 925.4302 - logits_profile_predictions_loss: 920.3375 - logcount_predictions_loss: 0.1358 70/2544 [..............................] - ETA: 12:46 - loss: 925.6901 - logits_profile_predictions_loss: 920.5986 - logcount_predictions_loss: 0.1358 71/2544 [..............................] - ETA: 12:46 - loss: 925.9455 - logits_profile_predictions_loss: 920.8546 - logcount_predictions_loss: 0.1358 72/2544 [..............................] - ETA: 12:46 - loss: 926.1744 - logits_profile_predictions_loss: 921.0843 - logcount_predictions_loss: 0.1357 73/2544 [..............................] - ETA: 12:45 - loss: 926.3965 - logits_profile_predictions_loss: 921.3070 - logcount_predictions_loss: 0.1357 74/2544 [..............................] - ETA: 12:45 - loss: 926.6146 - logits_profile_predictions_loss: 921.5251 - logcount_predictions_loss: 0.1357 75/2544 [..............................] - ETA: 12:45 - loss: 926.8328 - logits_profile_predictions_loss: 921.7432 - logcount_predictions_loss: 0.1357 76/2544 [..............................] - ETA: 12:44 - loss: 927.0501 - logits_profile_predictions_loss: 921.9608 - logcount_predictions_loss: 0.1357 77/2544 [..............................] - ETA: 12:44 - loss: 927.2596 - logits_profile_predictions_loss: 922.1705 - logcount_predictions_loss: 0.1357 78/2544 [..............................] - ETA: 12:44 - loss: 927.4650 - logits_profile_predictions_loss: 922.3761 - logcount_predictions_loss: 0.1357 79/2544 [..............................] - ETA: 12:44 - loss: 927.6532 - logits_profile_predictions_loss: 922.5648 - logcount_predictions_loss: 0.1357 80/2544 [..............................] - ETA: 12:43 - loss: 927.8275 - logits_profile_predictions_loss: 922.7396 - logcount_predictions_loss: 0.1357 81/2544 [..............................] - ETA: 12:43 - loss: 928.0019 - logits_profile_predictions_loss: 922.9144 - logcount_predictions_loss: 0.1357 82/2544 [..............................] - ETA: 12:43 - loss: 928.1745 - logits_profile_predictions_loss: 923.0874 - logcount_predictions_loss: 0.1357 83/2544 [..............................] - ETA: 12:42 - loss: 928.3507 - logits_profile_predictions_loss: 923.2642 - logcount_predictions_loss: 0.1356 84/2544 [..............................] - ETA: 12:42 - loss: 928.5153 - logits_profile_predictions_loss: 923.4290 - logcount_predictions_loss: 0.1356 85/2544 [>.............................] - ETA: 12:42 - loss: 928.6798 - logits_profile_predictions_loss: 923.5934 - logcount_predictions_loss: 0.1356 86/2544 [>.............................] - ETA: 12:41 - loss: 928.8527 - logits_profile_predictions_loss: 923.7661 - logcount_predictions_loss: 0.1356 87/2544 [>.............................] - ETA: 12:41 - loss: 929.0296 - logits_profile_predictions_loss: 923.9431 - logcount_predictions_loss: 0.1356 88/2544 [>.............................] - ETA: 12:41 - loss: 929.2160 - logits_profile_predictions_loss: 924.1297 - logcount_predictions_loss: 0.1356 89/2544 [>.............................] - ETA: 12:41 - loss: 929.3883 - logits_profile_predictions_loss: 924.3018 - logcount_predictions_loss: 0.1356 90/2544 [>.............................] - ETA: 12:40 - loss: 929.5525 - logits_profile_predictions_loss: 924.4659 - logcount_predictions_loss: 0.1356 91/2544 [>.............................] - ETA: 12:40 - loss: 929.7065 - logits_profile_predictions_loss: 924.6196 - logcount_predictions_loss: 0.1357 92/2544 [>.............................] - ETA: 12:40 - loss: 929.8593 - logits_profile_predictions_loss: 924.7724 - logcount_predictions_loss: 0.1357 93/2544 [>.............................] - ETA: 12:39 - loss: 930.0175 - logits_profile_predictions_loss: 924.9307 - logcount_predictions_loss: 0.1357 94/2544 [>.............................] - ETA: 12:39 - loss: 930.1579 - logits_profile_predictions_loss: 925.0714 - logcount_predictions_loss: 0.1356 95/2544 [>.............................] - ETA: 12:39 - loss: 930.2999 - logits_profile_predictions_loss: 925.2139 - logcount_predictions_loss: 0.1356 96/2544 [>.............................] - ETA: 12:39 - loss: 930.4485 - logits_profile_predictions_loss: 925.3629 - logcount_predictions_loss: 0.1356 97/2544 [>.............................] - ETA: 12:38 - loss: 930.5827 - logits_profile_predictions_loss: 925.4975 - logcount_predictions_loss: 0.1356 98/2544 [>.............................] - ETA: 12:38 - loss: 930.7204 - logits_profile_predictions_loss: 925.6357 - logcount_predictions_loss: 0.1356 99/2544 [>.............................] - ETA: 12:38 - loss: 930.8597 - logits_profile_predictions_loss: 925.7754 - logcount_predictions_loss: 0.1356 100/2544 [>.............................] - ETA: 12:37 - loss: 930.9978 - logits_profile_predictions_loss: 925.9141 - logcount_predictions_loss: 0.1356 101/2544 [>.............................] - ETA: 12:37 - loss: 931.1318 - logits_profile_predictions_loss: 926.0489 - logcount_predictions_loss: 0.1355 102/2544 [>.............................] - ETA: 12:37 - loss: 931.2632 - logits_profile_predictions_loss: 926.1809 - logcount_predictions_loss: 0.1355 103/2544 [>.............................] - ETA: 12:36 - loss: 931.3876 - logits_profile_predictions_loss: 926.3060 - logcount_predictions_loss: 0.1355 104/2544 [>.............................] - ETA: 12:36 - loss: 931.5083 - logits_profile_predictions_loss: 926.4273 - logcount_predictions_loss: 0.1355 105/2544 [>.............................] - ETA: 12:36 - loss: 931.6236 - logits_profile_predictions_loss: 926.5431 - logcount_predictions_loss: 0.1355 106/2544 [>.............................] - ETA: 12:35 - loss: 931.7401 - logits_profile_predictions_loss: 926.6603 - logcount_predictions_loss: 0.1355 107/2544 [>.............................] - ETA: 12:35 - loss: 931.8685 - logits_profile_predictions_loss: 926.7896 - logcount_predictions_loss: 0.1354 108/2544 [>.............................] - ETA: 12:35 - loss: 931.9917 - logits_profile_predictions_loss: 926.9135 - logcount_predictions_loss: 0.1354 109/2544 [>.............................] - ETA: 12:35 - loss: 932.1120 - logits_profile_predictions_loss: 927.0348 - logcount_predictions_loss: 0.1354 110/2544 [>.............................] - ETA: 12:34 - loss: 932.2301 - logits_profile_predictions_loss: 927.1537 - logcount_predictions_loss: 0.1354 111/2544 [>.............................] - ETA: 12:34 - loss: 932.3464 - logits_profile_predictions_loss: 927.2706 - logcount_predictions_loss: 0.1354 112/2544 [>.............................] - ETA: 12:34 - loss: 932.4553 - logits_profile_predictions_loss: 927.3797 - logcount_predictions_loss: 0.1354 113/2544 [>.............................] - ETA: 12:33 - loss: 932.5540 - logits_profile_predictions_loss: 927.4788 - logcount_predictions_loss: 0.1353 114/2544 [>.............................] - ETA: 12:33 - loss: 932.6601 - logits_profile_predictions_loss: 927.5853 - logcount_predictions_loss: 0.1353 115/2544 [>.............................] - ETA: 12:33 - loss: 932.7654 - logits_profile_predictions_loss: 927.6909 - logcount_predictions_loss: 0.1353 116/2544 [>.............................] - ETA: 12:32 - loss: 932.8663 - logits_profile_predictions_loss: 927.7922 - logcount_predictions_loss: 0.1353 117/2544 [>.............................] - ETA: 12:32 - loss: 932.9707 - logits_profile_predictions_loss: 927.8971 - logcount_predictions_loss: 0.1353 118/2544 [>.............................] - ETA: 12:32 - loss: 933.0655 - logits_profile_predictions_loss: 927.9925 - logcount_predictions_loss: 0.1353 119/2544 [>.............................] - ETA: 12:32 - loss: 933.1653 - logits_profile_predictions_loss: 928.0928 - logcount_predictions_loss: 0.1353 120/2544 [>.............................] - ETA: 12:31 - loss: 933.2604 - logits_profile_predictions_loss: 928.1885 - logcount_predictions_loss: 0.1353 121/2544 [>.............................] - ETA: 12:31 - loss: 933.3562 - logits_profile_predictions_loss: 928.2850 - logcount_predictions_loss: 0.1352 122/2544 [>.............................] - ETA: 12:31 - loss: 933.4508 - logits_profile_predictions_loss: 928.3804 - logcount_predictions_loss: 0.1352 123/2544 [>.............................] - ETA: 12:30 - loss: 933.5445 - logits_profile_predictions_loss: 928.4749 - logcount_predictions_loss: 0.1352 124/2544 [>.............................] - ETA: 12:30 - loss: 933.6415 - logits_profile_predictions_loss: 928.5726 - logcount_predictions_loss: 0.1352 125/2544 [>.............................] - ETA: 12:30 - loss: 933.7397 - logits_profile_predictions_loss: 928.6717 - logcount_predictions_loss: 0.1352 126/2544 [>.............................] - ETA: 12:29 - loss: 933.8341 - logits_profile_predictions_loss: 928.7668 - logcount_predictions_loss: 0.1351 127/2544 [>.............................] - ETA: 12:29 - loss: 933.9257 - logits_profile_predictions_loss: 928.8593 - logcount_predictions_loss: 0.1351 128/2544 [>.............................] - ETA: 12:29 - loss: 934.0092 - logits_profile_predictions_loss: 928.9433 - logcount_predictions_loss: 0.1351 129/2544 [>.............................] - ETA: 12:29 - loss: 934.0920 - logits_profile_predictions_loss: 929.0265 - logcount_predictions_loss: 0.1351 130/2544 [>.............................] - ETA: 12:28 - loss: 934.1757 - logits_profile_predictions_loss: 929.1104 - logcount_predictions_loss: 0.1351 131/2544 [>.............................] - ETA: 12:28 - loss: 934.2543 - logits_profile_predictions_loss: 929.1893 - logcount_predictions_loss: 0.1351 132/2544 [>.............................] - ETA: 12:28 - loss: 934.3309 - logits_profile_predictions_loss: 929.2663 - logcount_predictions_loss: 0.1351 133/2544 [>.............................] - ETA: 12:27 - loss: 934.4013 - logits_profile_predictions_loss: 929.3371 - logcount_predictions_loss: 0.1351 134/2544 [>.............................] - ETA: 12:27 - loss: 934.4721 - logits_profile_predictions_loss: 929.4081 - logcount_predictions_loss: 0.1350 135/2544 [>.............................] - ETA: 12:27 - loss: 934.5426 - logits_profile_predictions_loss: 929.4789 - logcount_predictions_loss: 0.1350 136/2544 [>.............................] - ETA: 12:26 - loss: 934.6109 - logits_profile_predictions_loss: 929.5473 - logcount_predictions_loss: 0.1350 137/2544 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[===>..........................] - ETA: 11:15 - loss: 940.2592 - logits_profile_predictions_loss: 935.1721 - logcount_predictions_loss: 0.1357 372/2544 [===>..........................] - ETA: 11:14 - loss: 940.2720 - logits_profile_predictions_loss: 935.1846 - logcount_predictions_loss: 0.1357 373/2544 [===>..........................] - ETA: 11:14 - loss: 940.2850 - logits_profile_predictions_loss: 935.1975 - logcount_predictions_loss: 0.1357 374/2544 [===>..........................] - ETA: 11:14 - loss: 940.2981 - logits_profile_predictions_loss: 935.2103 - logcount_predictions_loss: 0.1357 375/2544 [===>..........................] - ETA: 11:13 - loss: 940.3114 - logits_profile_predictions_loss: 935.2234 - logcount_predictions_loss: 0.1357 376/2544 [===>..........................] - ETA: 11:13 - loss: 940.3243 - logits_profile_predictions_loss: 935.2361 - logcount_predictions_loss: 0.1357 377/2544 [===>..........................] - ETA: 11:13 - loss: 940.3371 - 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[===>..........................] - ETA: 11:11 - loss: 940.4196 - logits_profile_predictions_loss: 935.3296 - logcount_predictions_loss: 0.1357 385/2544 [===>..........................] - ETA: 11:10 - loss: 940.4305 - logits_profile_predictions_loss: 935.3403 - logcount_predictions_loss: 0.1357 386/2544 [===>..........................] - ETA: 11:10 - loss: 940.4415 - logits_profile_predictions_loss: 935.3511 - logcount_predictions_loss: 0.1357 387/2544 [===>..........................] - ETA: 11:10 - loss: 940.4523 - logits_profile_predictions_loss: 935.3618 - logcount_predictions_loss: 0.1357 388/2544 [===>..........................] - ETA: 11:09 - loss: 940.4635 - logits_profile_predictions_loss: 935.3728 - logcount_predictions_loss: 0.1358 389/2544 [===>..........................] - ETA: 11:09 - loss: 940.4751 - logits_profile_predictions_loss: 935.3842 - logcount_predictions_loss: 0.1358 390/2544 [===>..........................] - ETA: 11:09 - loss: 940.4864 - 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[===>..........................] - ETA: 11:03 - loss: 940.6956 - logits_profile_predictions_loss: 935.6017 - logcount_predictions_loss: 0.1358 411/2544 [===>..........................] - ETA: 11:02 - loss: 940.7045 - logits_profile_predictions_loss: 935.6106 - logcount_predictions_loss: 0.1358 412/2544 [===>..........................] - ETA: 11:02 - loss: 940.7129 - logits_profile_predictions_loss: 935.6189 - logcount_predictions_loss: 0.1358 413/2544 [===>..........................] - ETA: 11:02 - loss: 940.7210 - logits_profile_predictions_loss: 935.6269 - logcount_predictions_loss: 0.1358 414/2544 [===>..........................] - ETA: 11:01 - loss: 940.7288 - logits_profile_predictions_loss: 935.6346 - logcount_predictions_loss: 0.1358 415/2544 [===>..........................] - ETA: 11:01 - loss: 940.7362 - logits_profile_predictions_loss: 935.6419 - logcount_predictions_loss: 0.1358 416/2544 [===>..........................] - ETA: 11:01 - loss: 940.7434 - 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[===>..........................] - ETA: 10:59 - loss: 940.7953 - logits_profile_predictions_loss: 935.7002 - logcount_predictions_loss: 0.1359 424/2544 [====>.........................] - ETA: 10:58 - loss: 940.8031 - logits_profile_predictions_loss: 935.7079 - logcount_predictions_loss: 0.1359 425/2544 [====>.........................] - ETA: 10:58 - loss: 940.8106 - logits_profile_predictions_loss: 935.7152 - logcount_predictions_loss: 0.1359 426/2544 [====>.........................] - ETA: 10:58 - loss: 940.8182 - logits_profile_predictions_loss: 935.7227 - logcount_predictions_loss: 0.1359 427/2544 [====>.........................] - ETA: 10:57 - loss: 940.8258 - logits_profile_predictions_loss: 935.7303 - logcount_predictions_loss: 0.1359 428/2544 [====>.........................] - ETA: 10:57 - loss: 940.8330 - logits_profile_predictions_loss: 935.7374 - logcount_predictions_loss: 0.1359 429/2544 [====>.........................] - ETA: 10:57 - loss: 940.8401 - 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[====>.........................] - ETA: 10:55 - loss: 940.8911 - logits_profile_predictions_loss: 935.7946 - logcount_predictions_loss: 0.1359 437/2544 [====>.........................] - ETA: 10:54 - loss: 940.8988 - logits_profile_predictions_loss: 935.8022 - logcount_predictions_loss: 0.1359 438/2544 [====>.........................] - ETA: 10:54 - loss: 940.9066 - logits_profile_predictions_loss: 935.8098 - logcount_predictions_loss: 0.1359 439/2544 [====>.........................] - ETA: 10:54 - loss: 940.9142 - logits_profile_predictions_loss: 935.8173 - logcount_predictions_loss: 0.1359 440/2544 [====>.........................] - ETA: 10:53 - loss: 940.9213 - logits_profile_predictions_loss: 935.8242 - logcount_predictions_loss: 0.1359 441/2544 [====>.........................] - ETA: 10:53 - loss: 940.9289 - logits_profile_predictions_loss: 935.8317 - logcount_predictions_loss: 0.1359 442/2544 [====>.........................] - ETA: 10:53 - loss: 940.9362 - 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[====>.........................] - ETA: 10:51 - loss: 940.9874 - logits_profile_predictions_loss: 935.8892 - logcount_predictions_loss: 0.1359 450/2544 [====>.........................] - ETA: 10:50 - loss: 940.9946 - logits_profile_predictions_loss: 935.8963 - logcount_predictions_loss: 0.1360 451/2544 [====>.........................] - ETA: 10:50 - loss: 941.0021 - logits_profile_predictions_loss: 935.9037 - logcount_predictions_loss: 0.1360 452/2544 [====>.........................] - ETA: 10:50 - loss: 941.0098 - logits_profile_predictions_loss: 935.9113 - logcount_predictions_loss: 0.1360 453/2544 [====>.........................] - ETA: 10:49 - loss: 941.0175 - logits_profile_predictions_loss: 935.9189 - logcount_predictions_loss: 0.1360 454/2544 [====>.........................] - ETA: 10:49 - loss: 941.0254 - logits_profile_predictions_loss: 935.9267 - logcount_predictions_loss: 0.1360 455/2544 [====>.........................] - ETA: 10:49 - loss: 941.0328 - 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[====>.........................] - ETA: 10:47 - loss: 941.0818 - logits_profile_predictions_loss: 935.9824 - logcount_predictions_loss: 0.1360 463/2544 [====>.........................] - ETA: 10:46 - loss: 941.0879 - logits_profile_predictions_loss: 935.9883 - logcount_predictions_loss: 0.1360 464/2544 [====>.........................] - ETA: 10:46 - loss: 941.0937 - logits_profile_predictions_loss: 935.9940 - logcount_predictions_loss: 0.1360 465/2544 [====>.........................] - ETA: 10:46 - loss: 941.0995 - logits_profile_predictions_loss: 935.9998 - logcount_predictions_loss: 0.1360 466/2544 [====>.........................] - ETA: 10:45 - loss: 941.1049 - logits_profile_predictions_loss: 936.0051 - logcount_predictions_loss: 0.1360 467/2544 [====>.........................] - ETA: 10:45 - loss: 941.1103 - logits_profile_predictions_loss: 936.0104 - logcount_predictions_loss: 0.1360 468/2544 [====>.........................] - ETA: 10:45 - loss: 941.1157 - 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[====>.........................] - ETA: 10:43 - loss: 941.1466 - logits_profile_predictions_loss: 936.0459 - logcount_predictions_loss: 0.1360 476/2544 [====>.........................] - ETA: 10:42 - loss: 941.1507 - logits_profile_predictions_loss: 936.0499 - logcount_predictions_loss: 0.1360 477/2544 [====>.........................] - ETA: 10:42 - loss: 941.1552 - logits_profile_predictions_loss: 936.0543 - logcount_predictions_loss: 0.1360 478/2544 [====>.........................] - ETA: 10:42 - loss: 941.1603 - logits_profile_predictions_loss: 936.0594 - logcount_predictions_loss: 0.1360 479/2544 [====>.........................] - ETA: 10:41 - loss: 941.1658 - logits_profile_predictions_loss: 936.0648 - logcount_predictions_loss: 0.1360 480/2544 [====>.........................] - ETA: 10:41 - loss: 941.1710 - logits_profile_predictions_loss: 936.0699 - logcount_predictions_loss: 0.1360 481/2544 [====>.........................] - ETA: 10:41 - loss: 941.1762 - 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[====>.........................] - ETA: 10:39 - loss: 941.2141 - logits_profile_predictions_loss: 936.1125 - logcount_predictions_loss: 0.1360 489/2544 [====>.........................] - ETA: 10:38 - loss: 941.2197 - logits_profile_predictions_loss: 936.1180 - logcount_predictions_loss: 0.1360 490/2544 [====>.........................] - ETA: 10:38 - loss: 941.2250 - logits_profile_predictions_loss: 936.1231 - logcount_predictions_loss: 0.1360 491/2544 [====>.........................] - ETA: 10:38 - loss: 941.2301 - logits_profile_predictions_loss: 936.1281 - logcount_predictions_loss: 0.1361 492/2544 [====>.........................] - ETA: 10:37 - loss: 941.2350 - logits_profile_predictions_loss: 936.1330 - logcount_predictions_loss: 0.1361 493/2544 [====>.........................] - ETA: 10:37 - loss: 941.2405 - logits_profile_predictions_loss: 936.1384 - logcount_predictions_loss: 0.1361 494/2544 [====>.........................] - ETA: 10:37 - loss: 941.2464 - logits_profile_predictions_loss: 936.1441 - logcount_predictions_loss: 0.1361 495/2544 [====>.........................] - ETA: 10:36 - loss: 941.2523 - logits_profile_predictions_loss: 936.1500 - logcount_predictions_loss: 0.1361 496/2544 [====>.........................] - ETA: 10:36 - loss: 941.2584 - logits_profile_predictions_loss: 936.1559 - logcount_predictions_loss: 0.1361 497/2544 [====>.........................] - ETA: 10:36 - loss: 941.2642 - logits_profile_predictions_loss: 936.1617 - logcount_predictions_loss: 0.1361 498/2544 [====>.........................] - ETA: 10:35 - loss: 941.2701 - logits_profile_predictions_loss: 936.1675 - logcount_predictions_loss: 0.1361 499/2544 [====>.........................] - ETA: 10:35 - loss: 941.2758 - logits_profile_predictions_loss: 936.1731 - logcount_predictions_loss: 0.1361 500/2544 [====>.........................] - ETA: 10:35 - loss: 941.2813 - logits_profile_predictions_loss: 936.1785 - logcount_predictions_loss: 0.1361 501/2544 [====>.........................] - ETA: 10:35 - loss: 941.2868 - logits_profile_predictions_loss: 936.1839 - logcount_predictions_loss: 0.1361 502/2544 [====>.........................] - ETA: 10:34 - loss: 941.2925 - logits_profile_predictions_loss: 936.1894 - logcount_predictions_loss: 0.1361 503/2544 [====>.........................] - ETA: 10:34 - loss: 941.2982 - logits_profile_predictions_loss: 936.1950 - logcount_predictions_loss: 0.1361 504/2544 [====>.........................] - ETA: 10:34 - loss: 941.3036 - logits_profile_predictions_loss: 936.2004 - logcount_predictions_loss: 0.1361 505/2544 [====>.........................] - ETA: 10:33 - loss: 941.3091 - logits_profile_predictions_loss: 936.2058 - logcount_predictions_loss: 0.1361 506/2544 [====>.........................] - ETA: 10:33 - loss: 941.3146 - logits_profile_predictions_loss: 936.2111 - logcount_predictions_loss: 0.1361 507/2544 [====>.........................] - ETA: 10:33 - loss: 941.3201 - logits_profile_predictions_loss: 936.2165 - logcount_predictions_loss: 0.1361 508/2544 [====>.........................] - ETA: 10:32 - loss: 941.3254 - logits_profile_predictions_loss: 936.2217 - logcount_predictions_loss: 0.1361 509/2544 [=====>........................] - ETA: 10:32 - loss: 941.3305 - logits_profile_predictions_loss: 936.2267 - logcount_predictions_loss: 0.1361 510/2544 [=====>........................] - ETA: 10:32 - loss: 941.3351 - logits_profile_predictions_loss: 936.2312 - logcount_predictions_loss: 0.1361 511/2544 [=====>........................] - ETA: 10:31 - loss: 941.3399 - logits_profile_predictions_loss: 936.2358 - logcount_predictions_loss: 0.1361 512/2544 [=====>........................] - ETA: 10:31 - loss: 941.3445 - logits_profile_predictions_loss: 936.2403 - logcount_predictions_loss: 0.1361 513/2544 [=====>........................] - ETA: 10:31 - loss: 941.3491 - logits_profile_predictions_loss: 936.2448 - logcount_predictions_loss: 0.1361 514/2544 [=====>........................] - ETA: 10:30 - loss: 941.3538 - logits_profile_predictions_loss: 936.2493 - logcount_predictions_loss: 0.1361 515/2544 [=====>........................] - ETA: 10:30 - loss: 941.3589 - logits_profile_predictions_loss: 936.2544 - logcount_predictions_loss: 0.1361 516/2544 [=====>........................] - ETA: 10:30 - loss: 941.3642 - logits_profile_predictions_loss: 936.2596 - logcount_predictions_loss: 0.1361 517/2544 [=====>........................] - ETA: 10:30 - loss: 941.3697 - logits_profile_predictions_loss: 936.2650 - logcount_predictions_loss: 0.1361 518/2544 [=====>........................] - ETA: 10:29 - loss: 941.3755 - logits_profile_predictions_loss: 936.2706 - logcount_predictions_loss: 0.1361 519/2544 [=====>........................] - ETA: 10:29 - loss: 941.3811 - logits_profile_predictions_loss: 936.2762 - logcount_predictions_loss: 0.1361 520/2544 [=====>........................] - ETA: 10:29 - loss: 941.3867 - 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2536/2544 [============================>.] - ETA: 2s - loss: 945.8031 - logits_profile_predictions_loss: 940.6720 - logcount_predictions_loss: 0.1368 2537/2544 [============================>.] - ETA: 2s - loss: 945.8040 - logits_profile_predictions_loss: 940.6729 - logcount_predictions_loss: 0.1368 2538/2544 [============================>.] - ETA: 1s - loss: 945.8049 - logits_profile_predictions_loss: 940.6738 - logcount_predictions_loss: 0.1368 2539/2544 [============================>.] - ETA: 1s - loss: 945.8058 - logits_profile_predictions_loss: 940.6748 - logcount_predictions_loss: 0.1368 2540/2544 [============================>.] - ETA: 1s - loss: 945.8067 - logits_profile_predictions_loss: 940.6757 - logcount_predictions_loss: 0.1368 2541/2544 [============================>.] - ETA: 0s - loss: 945.8076 - logits_profile_predictions_loss: 940.6766 - logcount_predictions_loss: 0.1368 2542/2544 [============================>.] - ETA: 0s - loss: 945.8085 - logits_profile_predictions_loss: 940.6775 - logcount_predictions_loss: 0.1368 2543/2544 [============================>.] - ETA: 0s - loss: 945.8094 - logits_profile_predictions_loss: 940.6784 - logcount_predictions_loss: 0.1368 2544/2544 [==============================] - ETA: 0s - loss: 945.8103 - logits_profile_predictions_loss: 940.6793 - logcount_predictions_loss: 0.1368 2544/2544 [==============================] - 822s 323ms/step - loss: 945.8112 - logits_profile_predictions_loss: 940.6802 - logcount_predictions_loss: 0.1368 - val_loss: 1052.6624 - val_logits_profile_predictions_loss: 1047.2792 - val_logcount_predictions_loss: 0.1435 Epoch 00010: val_loss did not improve from 1036.93201 Restoring model weights from the end of the best epoch. Epoch 00010: early stopping save model save model without bias 2023-01-31_14-00-32: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR940CXU//preprocessing/bigWigs/ENCSR940CXU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(35674, 10) loading nonpeaks... got split:test for bed regions:(32392, 10) 0/266 100/266 200/266 2023-01-31_14-05-52: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR940CXU//preprocessing/bigWigs/ENCSR940CXU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(35674, 10) loading nonpeaks... got split:test for bed regions:(32392, 10) 0/266 100/266 200/266 2023-01-31_14-10-16: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR940CXU//preprocessing/bigWigs/ENCSR940CXU.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(35674, 10) loading nonpeaks... got split:test for bed regions:(32392, 10) 0/266 100/266 200/266 2023-01-31_14-12-44: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//footprints 2023-01-31_14-12-44: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//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 1/38 [..............................] - ETA: 8:58 3/38 [=>............................] - ETA: 16s  4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 23s 6/38 [===>..........................] - ETA: 24s 7/38 [====>.........................] - ETA: 24s 8/38 [=====>........................] - ETA: 24s 9/38 [======>.......................] - ETA: 24s 10/38 [======>.......................] - ETA: 23s 11/38 [=======>......................] - ETA: 23s 12/38 [========>.....................] - ETA: 22s 13/38 [=========>....................] - ETA: 22s 14/38 [==========>...................] - ETA: 21s 15/38 [==========>...................] - ETA: 20s 16/38 [===========>..................] - ETA: 19s 17/38 [============>.................] - ETA: 18s 18/38 [=============>................] - ETA: 18s 19/38 [==============>...............] - ETA: 17s 20/38 [==============>...............] - ETA: 16s 21/38 [===============>..............] - ETA: 15s 22/38 [================>.............] - ETA: 14s 23/38 [=================>............] - ETA: 13s 24/38 [=================>............] - ETA: 12s 25/38 [==================>...........] - ETA: 11s 26/38 [===================>..........] - ETA: 11s 27/38 [====================>.........] - ETA: 10s 28/38 [=====================>........] - ETA: 9s  29/38 [=====================>........] - ETA: 8s 30/38 [======================>.......] - ETA: 7s 31/38 [=======================>......] - ETA: 6s 32/38 [========================>.....] - ETA: 5s 33/38 [=========================>....] - ETA: 4s 34/38 [=========================>....] - ETA: 3s 35/38 [==========================>...] - ETA: 2s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 62s 1s/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 34s 3/38 [=>............................] - ETA: 33s 4/38 [==>...........................] - ETA: 32s 5/38 [==>...........................] - ETA: 31s 6/38 [===>..........................] - ETA: 30s 7/38 [====>.........................] - ETA: 29s 8/38 [=====>........................] - ETA: 28s 9/38 [======>.......................] - ETA: 27s 10/38 [======>.......................] - ETA: 26s 11/38 [=======>......................] - ETA: 25s 12/38 [========>.....................] - ETA: 24s 13/38 [=========>....................] - ETA: 24s 14/38 [==========>...................] - ETA: 23s 15/38 [==========>...................] - ETA: 22s 16/38 [===========>..................] - ETA: 21s 17/38 [============>.................] - ETA: 20s 18/38 [=============>................] - ETA: 19s 19/38 [==============>...............] - ETA: 18s 20/38 [==============>...............] - ETA: 17s 21/38 [===============>..............] - ETA: 16s 22/38 [================>.............] - ETA: 15s 23/38 [=================>............] - ETA: 14s 24/38 [=================>............] - ETA: 13s 25/38 [==================>...........] - ETA: 12s 26/38 [===================>..........] - ETA: 11s 27/38 [====================>.........] - ETA: 10s 28/38 [=====================>........] - ETA: 9s  29/38 [=====================>........] - ETA: 8s 30/38 [======================>.......] - ETA: 7s 31/38 [=======================>......] - ETA: 6s 32/38 [========================>.....] - ETA: 5s 33/38 [=========================>....] - ETA: 4s 34/38 [=========================>....] - ETA: 3s 35/38 [==========================>...] - ETA: 2s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 36s 966ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 34s 3/38 [=>............................] - ETA: 33s 4/38 [==>...........................] - ETA: 32s 5/38 [==>...........................] - ETA: 31s 6/38 [===>..........................] - ETA: 30s 7/38 [====>.........................] - ETA: 30s 8/38 [=====>........................] - ETA: 29s 9/38 [======>.......................] - ETA: 28s 10/38 [======>.......................] - ETA: 27s 11/38 [=======>......................] - ETA: 26s 12/38 [========>.....................] - ETA: 25s 13/38 [=========>....................] - ETA: 24s 14/38 [==========>...................] - ETA: 23s 15/38 [==========>...................] - ETA: 22s 16/38 [===========>..................] - ETA: 21s 17/38 [============>.................] - ETA: 20s 18/38 [=============>................] - ETA: 19s 19/38 [==============>...............] - ETA: 18s 20/38 [==============>...............] - ETA: 17s 21/38 [===============>..............] - ETA: 16s 22/38 [================>.............] - ETA: 15s 23/38 [=================>............] - ETA: 14s 24/38 [=================>............] - ETA: 13s 25/38 [==================>...........] - ETA: 12s 26/38 [===================>..........] - ETA: 11s 27/38 [====================>.........] - ETA: 10s 28/38 [=====================>........] - ETA: 9s  29/38 [=====================>........] - ETA: 8s 30/38 [======================>.......] - ETA: 7s 31/38 [=======================>......] - ETA: 6s 32/38 [========================>.....] - ETA: 5s 33/38 [=========================>....] - ETA: 4s 34/38 [=========================>....] - ETA: 3s 35/38 [==========================>...] - ETA: 2s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 36s 971ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 34s 3/38 [=>............................] - ETA: 33s 4/38 [==>...........................] - ETA: 33s 5/38 [==>...........................] - ETA: 32s 6/38 [===>..........................] - ETA: 31s 7/38 [====>.........................] - ETA: 30s 8/38 [=====>........................] - ETA: 29s 9/38 [======>.......................] - ETA: 28s 10/38 [======>.......................] - ETA: 27s 11/38 [=======>......................] - ETA: 26s 12/38 [========>.....................] - ETA: 25s 13/38 [=========>....................] - ETA: 24s 14/38 [==========>...................] - ETA: 23s 15/38 [==========>...................] - ETA: 22s 16/38 [===========>..................] - ETA: 21s 17/38 [============>.................] - ETA: 20s 18/38 [=============>................] - ETA: 19s 19/38 [==============>...............] - ETA: 18s 20/38 [==============>...............] - ETA: 17s 21/38 [===============>..............] - ETA: 16s 22/38 [================>.............] - ETA: 15s 23/38 [=================>............] - ETA: 14s 24/38 [=================>............] - ETA: 13s 25/38 [==================>...........] - ETA: 12s 26/38 [===================>..........] - ETA: 11s 27/38 [====================>.........] - ETA: 10s 28/38 [=====================>........] - ETA: 9s  29/38 [=====================>........] - ETA: 8s 30/38 [======================>.......] - ETA: 7s 31/38 [=======================>......] - ETA: 6s 32/38 [========================>.....] - ETA: 5s 33/38 [=========================>....] - ETA: 4s 34/38 [=========================>....] - ETA: 3s 35/38 [==========================>...] - ETA: 2s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 36s 976ms/step Saving marginal footprints 2023-01-31_14-15-52: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//footprints 2023-01-31_14-15-52: 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/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR940CXU//chrombpnet_model_encsr146kfx_bias_fold_2//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 1/38 [..............................] - ETA: 6:13 3/38 [=>............................] - ETA: 1s  4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 21s 295ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 3s 4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 3s 86ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 2s 4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 3s 86ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 2s 4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 3s 86ms/step Saving marginal footprints