diff --git "a/fold_0/logs.models.fold_0.ENCSR566LZT/logfile.modelling.fold_0.ENCSR566LZT.stdout_v1.txt" "b/fold_0/logs.models.fold_0.ENCSR566LZT/logfile.modelling.fold_0.ENCSR566LZT.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR566LZT/logfile.modelling.fold_0.ENCSR566LZT.stdout_v1.txt" @@ -0,0 +1,458 @@ +2022-03-25_20-01-02: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//preprocessing/bigWigs/ENCSR566LZT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/k562_atac_bias_new.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 81125 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 81125 +Number of peaks input: 23009 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 23009 +Number of non peaks input: 81125 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 81125 +Number of non peaks input: 23008 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 23008 +Number of peaks after removing outliers: 80224 +Number of nonpeaks after removing outliers: 70952 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/2218 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//preprocessing/bigWigs/ENCSR566LZT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '8.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(72444, 10) +loading nonpeaks... +got split:train for bed regions:(63941, 10) +loading peaks... +got split:valid for bed regions:(7780, 10) +loading nonpeaks... +got split:valid for bed regions:(7011, 10) +Epoch 1/50 + 1/1246 [..............................] - ETA: 3:30:44 - loss: 271.2342 - logits_profile_predictions_loss: 255.0806 - logcount_predictions_loss: 1.8783 2/1246 [..............................] - ETA: 11:46 - loss: 520.9513 - logits_profile_predictions_loss: 258.1670 - logcount_predictions_loss: 30.5563  3/1246 [..............................] - ETA: 11:44 - loss: 550.1918 - logits_profile_predictions_loss: 259.7473 - logcount_predictions_loss: 33.7726 4/1246 [..............................] - ETA: 11:44 - loss: 545.4611 - logits_profile_predictions_loss: 261.5428 - logcount_predictions_loss: 33.0137 5/1246 [..............................] - ETA: 11:43 - loss: 532.1502 - logits_profile_predictions_loss: 262.0699 - logcount_predictions_loss: 31.4047 6/1246 [..............................] - ETA: 11:42 - loss: 518.1867 - logits_profile_predictions_loss: 262.7411 - logcount_predictions_loss: 29.7030 7/1246 [..............................] - ETA: 11:41 - loss: 504.5981 - logits_profile_predictions_loss: 262.9617 - logcount_predictions_loss: 28.0972 8/1246 [..............................] - ETA: 11:41 - loss: 492.4934 - logits_profile_predictions_loss: 263.3900 - logcount_predictions_loss: 26.6399 9/1246 [..............................] - ETA: 11:40 - loss: 481.7307 - logits_profile_predictions_loss: 263.8747 - logcount_predictions_loss: 25.3321 10/1246 [..............................] - ETA: 11:39 - loss: 471.9030 - logits_profile_predictions_loss: 264.1613 - logcount_predictions_loss: 24.1560 11/1246 [..............................] - ETA: 11:39 - loss: 463.3559 - logits_profile_predictions_loss: 264.6609 - logcount_predictions_loss: 23.1041 12/1246 [..............................] - ETA: 11:38 - loss: 455.5917 - logits_profile_predictions_loss: 265.0601 - logcount_predictions_loss: 22.1548 13/1246 [..............................] - ETA: 11:38 - loss: 448.4245 - logits_profile_predictions_loss: 265.2991 - logcount_predictions_loss: 21.2936 14/1246 [..............................] - ETA: 11:37 - loss: 441.8697 - logits_profile_predictions_loss: 265.4833 - logcount_predictions_loss: 20.5100 15/1246 [..............................] - ETA: 11:36 - loss: 435.7012 - logits_profile_predictions_loss: 265.4896 - logcount_predictions_loss: 19.7920 16/1246 [..............................] - ETA: 11:36 - loss: 430.1211 - logits_profile_predictions_loss: 265.5571 - logcount_predictions_loss: 19.1353 17/1246 [..............................] - ETA: 11:35 - loss: 424.8480 - logits_profile_predictions_loss: 265.4971 - logcount_predictions_loss: 18.5292 18/1246 [..............................] - ETA: 11:34 - loss: 419.9171 - logits_profile_predictions_loss: 265.3813 - logcount_predictions_loss: 17.9693 19/1246 [..............................] - ETA: 11:34 - loss: 415.3071 - logits_profile_predictions_loss: 265.2365 - logcount_predictions_loss: 17.4501 20/1246 [..............................] - ETA: 11:33 - loss: 411.0636 - logits_profile_predictions_loss: 265.1377 - logcount_predictions_loss: 16.9681 21/1246 [..............................] - ETA: 11:34 - loss: 407.1132 - logits_profile_predictions_loss: 265.0490 - logcount_predictions_loss: 16.5191 22/1246 [..............................] - ETA: 11:33 - loss: 403.4591 - logits_profile_predictions_loss: 264.9976 - logcount_predictions_loss: 16.1002 23/1246 [..............................] - ETA: 11:33 - loss: 400.0368 - logits_profile_predictions_loss: 264.9497 - logcount_predictions_loss: 15.7078 24/1246 [..............................] - ETA: 11:32 - loss: 396.8023 - logits_profile_predictions_loss: 264.8855 - logcount_predictions_loss: 15.3392 25/1246 [..............................] - ETA: 11:31 - loss: 393.7602 - logits_profile_predictions_loss: 264.8248 - logcount_predictions_loss: 14.9925 26/1246 [..............................] - ETA: 11:31 - loss: 390.9080 - logits_profile_predictions_loss: 264.7804 - logcount_predictions_loss: 14.6660 27/1246 [..............................] - ETA: 11:30 - loss: 388.2261 - logits_profile_predictions_loss: 264.7492 - logcount_predictions_loss: 14.3578 28/1246 [..............................] - ETA: 11:30 - loss: 385.6677 - logits_profile_predictions_loss: 264.7004 - logcount_predictions_loss: 14.0660 29/1246 [..............................] - ETA: 11:29 - loss: 383.2100 - logits_profile_predictions_loss: 264.6241 - logcount_predictions_loss: 13.7891 30/1246 [..............................] - ETA: 11:28 - loss: 380.8934 - logits_profile_predictions_loss: 264.5670 - logcount_predictions_loss: 13.5263 31/1246 [..............................] - ETA: 11:28 - loss: 378.7012 - logits_profile_predictions_loss: 264.5220 - logcount_predictions_loss: 13.2767 32/1246 [..............................] - ETA: 11:27 - loss: 376.6111 - logits_profile_predictions_loss: 264.4759 - logcount_predictions_loss: 13.0390 33/1246 [..............................] - ETA: 11:27 - loss: 374.6010 - logits_profile_predictions_loss: 264.4161 - logcount_predictions_loss: 12.8122 34/1246 [..............................] - ETA: 11:26 - loss: 372.6932 - logits_profile_predictions_loss: 264.3681 - logcount_predictions_loss: 12.5959 35/1246 [..............................] - ETA: 11:25 - loss: 370.8584 - logits_profile_predictions_loss: 264.3112 - logcount_predictions_loss: 12.3892 36/1246 [..............................] - ETA: 11:25 - loss: 369.1130 - logits_profile_predictions_loss: 264.2657 - logcount_predictions_loss: 12.1915 37/1246 [..............................] - ETA: 11:24 - loss: 367.4413 - logits_profile_predictions_loss: 264.2224 - logcount_predictions_loss: 12.0022 38/1246 [..............................] - ETA: 11:24 - loss: 365.8325 - logits_profile_predictions_loss: 264.1758 - logcount_predictions_loss: 11.8206 39/1246 [..............................] - ETA: 11:23 - loss: 364.2935 - logits_profile_predictions_loss: 264.1353 - logcount_predictions_loss: 11.6463 40/1246 [..............................] - ETA: 11:23 - loss: 362.8154 - logits_profile_predictions_loss: 264.0962 - logcount_predictions_loss: 11.4790 41/1246 [..............................] - ETA: 11:22 - loss: 361.3759 - logits_profile_predictions_loss: 264.0419 - logcount_predictions_loss: 11.3179 42/1246 [>.............................] - ETA: 11:21 - loss: 359.9945 - logits_profile_predictions_loss: 263.9930 - logcount_predictions_loss: 11.1630 43/1246 [>.............................] - ETA: 11:21 - loss: 358.6741 - logits_profile_predictions_loss: 263.9546 - logcount_predictions_loss: 11.0139 44/1246 [>.............................] - ETA: 11:20 - loss: 357.4049 - logits_profile_predictions_loss: 263.9206 - logcount_predictions_loss: 10.8703 45/1246 [>.............................] - ETA: 11:20 - loss: 356.1603 - logits_profile_predictions_loss: 263.8698 - logcount_predictions_loss: 10.7314 46/1246 [>.............................] - ETA: 11:19 - loss: 354.9421 - logits_profile_predictions_loss: 263.8054 - logcount_predictions_loss: 10.5973 47/1246 [>.............................] - ETA: 11:18 - loss: 353.7666 - logits_profile_predictions_loss: 263.7438 - logcount_predictions_loss: 10.4678 48/1246 [>.............................] - ETA: 11:18 - loss: 352.6258 - logits_profile_predictions_loss: 263.6803 - logcount_predictions_loss: 10.3425 49/1246 [>.............................] - ETA: 11:17 - loss: 351.5223 - logits_profile_predictions_loss: 263.6182 - logcount_predictions_loss: 10.2214 50/1246 [>.............................] - ETA: 11:17 - loss: 350.4498 - logits_profile_predictions_loss: 263.5543 - logcount_predictions_loss: 10.1041 51/1246 [>.............................] - ETA: 11:16 - loss: 349.4087 - logits_profile_predictions_loss: 263.4905 - logcount_predictions_loss: 9.9905  52/1246 [>.............................] - ETA: 11:15 - loss: 348.4063 - logits_profile_predictions_loss: 263.4347 - logcount_predictions_loss: 9.8804 53/1246 [>.............................] - ETA: 11:15 - loss: 347.4372 - logits_profile_predictions_loss: 263.3833 - logcount_predictions_loss: 9.7737 54/1246 [>.............................] - ETA: 11:14 - loss: 346.5024 - logits_profile_predictions_loss: 263.3374 - logcount_predictions_loss: 9.6703 55/1246 [>.............................] - ETA: 11:14 - loss: 345.5910 - logits_profile_predictions_loss: 263.2888 - logcount_predictions_loss: 9.5700 56/1246 [>.............................] - ETA: 11:13 - loss: 344.7033 - logits_profile_predictions_loss: 263.2390 - logcount_predictions_loss: 9.4726 57/1246 [>.............................] - ETA: 11:13 - loss: 343.8392 - logits_profile_predictions_loss: 263.1891 - logcount_predictions_loss: 9.3779 58/1246 [>.............................] - ETA: 11:12 - loss: 342.9920 - logits_profile_predictions_loss: 263.1341 - logcount_predictions_loss: 9.2858 59/1246 [>.............................] - ETA: 11:11 - loss: 342.1707 - logits_profile_predictions_loss: 263.0830 - logcount_predictions_loss: 9.1962 60/1246 [>.............................] - ETA: 11:11 - loss: 341.3656 - logits_profile_predictions_loss: 263.0273 - logcount_predictions_loss: 9.1091 61/1246 [>.............................] - ETA: 11:10 - loss: 340.5849 - logits_profile_predictions_loss: 262.9756 - logcount_predictions_loss: 9.0243 62/1246 [>.............................] - ETA: 11:10 - loss: 339.8329 - logits_profile_predictions_loss: 262.9321 - logcount_predictions_loss: 8.9419 63/1246 [>.............................] - ETA: 11:09 - loss: 339.0907 - logits_profile_predictions_loss: 262.8809 - logcount_predictions_loss: 8.8616 64/1246 [>.............................] - ETA: 11:09 - loss: 338.3638 - logits_profile_predictions_loss: 262.8274 - logcount_predictions_loss: 8.7833 65/1246 [>.............................] - ETA: 11:08 - loss: 337.6560 - logits_profile_predictions_loss: 262.7759 - logcount_predictions_loss: 8.7070 66/1246 [>.............................] - ETA: 11:07 - loss: 336.9620 - logits_profile_predictions_loss: 262.7217 - logcount_predictions_loss: 8.6326 67/1246 [>.............................] - ETA: 11:07 - loss: 336.2858 - logits_profile_predictions_loss: 262.6695 - logcount_predictions_loss: 8.5600 68/1246 [>.............................] - ETA: 11:06 - loss: 335.6278 - logits_profile_predictions_loss: 262.6200 - logcount_predictions_loss: 8.4893 69/1246 [>.............................] - ETA: 11:06 - loss: 334.9840 - logits_profile_predictions_loss: 262.5702 - logcount_predictions_loss: 8.4202 70/1246 [>.............................] - ETA: 11:05 - loss: 334.3504 - logits_profile_predictions_loss: 262.5168 - logcount_predictions_loss: 8.3527 71/1246 [>.............................] - ETA: 11:04 - loss: 333.7315 - logits_profile_predictions_loss: 262.4649 - logcount_predictions_loss: 8.2868 72/1246 [>.............................] - ETA: 11:04 - loss: 333.1267 - logits_profile_predictions_loss: 262.4140 - logcount_predictions_loss: 8.2224 73/1246 [>.............................] - ETA: 11:03 - loss: 332.5360 - logits_profile_predictions_loss: 262.3640 - logcount_predictions_loss: 8.1595 74/1246 [>.............................] - ETA: 11:03 - loss: 331.9583 - logits_profile_predictions_loss: 262.3148 - logcount_predictions_loss: 8.0981 75/1246 [>.............................] - ETA: 11:02 - loss: 331.3923 - logits_profile_predictions_loss: 262.2657 - logcount_predictions_loss: 8.0380 76/1246 [>.............................] - ETA: 11:02 - loss: 330.8390 - logits_profile_predictions_loss: 262.2181 - logcount_predictions_loss: 7.9792 77/1246 [>.............................] - ETA: 11:01 - loss: 330.2963 - logits_profile_predictions_loss: 262.1703 - logcount_predictions_loss: 7.9216 78/1246 [>.............................] - ETA: 11:00 - loss: 329.7603 - logits_profile_predictions_loss: 262.1194 - logcount_predictions_loss: 7.8652 79/1246 [>.............................] - ETA: 11:00 - loss: 329.2332 - logits_profile_predictions_loss: 262.0670 - logcount_predictions_loss: 7.8100 80/1246 [>.............................] - ETA: 10:59 - loss: 328.7186 - logits_profile_predictions_loss: 262.0174 - logcount_predictions_loss: 7.7559 81/1246 [>.............................] - ETA: 10:59 - loss: 328.2140 - logits_profile_predictions_loss: 261.9682 - logcount_predictions_loss: 7.7030 82/1246 [>.............................] - ETA: 10:58 - loss: 327.7211 - logits_profile_predictions_loss: 261.9211 - logcount_predictions_loss: 7.6512 83/1246 [>.............................] - ETA: 10:58 - loss: 327.2399 - logits_profile_predictions_loss: 261.8764 - logcount_predictions_loss: 7.6004 84/1246 [=>............................] - ETA: 10:57 - loss: 326.7658 - logits_profile_predictions_loss: 261.8304 - logcount_predictions_loss: 7.5506 85/1246 [=>............................] - ETA: 10:56 - loss: 326.2986 - logits_profile_predictions_loss: 261.7828 - logcount_predictions_loss: 7.5018 86/1246 [=>............................] - ETA: 10:56 - loss: 325.8416 - logits_profile_predictions_loss: 261.7373 - logcount_predictions_loss: 7.4540 87/1246 [=>............................] - ETA: 10:55 - loss: 325.3912 - logits_profile_predictions_loss: 261.6905 - logcount_predictions_loss: 7.4071 88/1246 [=>............................] - ETA: 10:55 - loss: 324.9475 - logits_profile_predictions_loss: 261.6428 - logcount_predictions_loss: 7.3610 89/1246 [=>............................] - ETA: 10:54 - loss: 324.5116 - logits_profile_predictions_loss: 261.5953 - logcount_predictions_loss: 7.3159 90/1246 [=>............................] - ETA: 10:54 - loss: 324.0839 - logits_profile_predictions_loss: 261.5487 - logcount_predictions_loss: 7.2715 91/1246 [=>............................] - ETA: 10:53 - loss: 323.6630 - logits_profile_predictions_loss: 261.5019 - logcount_predictions_loss: 7.2280 92/1246 [=>............................] - ETA: 10:52 - loss: 323.2480 - 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[=>............................] - ETA: 10:48 - loss: 320.5512 - logits_profile_predictions_loss: 261.1496 - logcount_predictions_loss: 6.9072 100/1246 [=>............................] - ETA: 10:48 - loss: 320.1923 - logits_profile_predictions_loss: 261.1091 - logcount_predictions_loss: 6.8701 101/1246 [=>............................] - ETA: 10:47 - loss: 319.8390 - logits_profile_predictions_loss: 261.0689 - logcount_predictions_loss: 6.8337 102/1246 [=>............................] - ETA: 10:47 - loss: 319.4899 - logits_profile_predictions_loss: 261.0280 - logcount_predictions_loss: 6.7979 103/1246 [=>............................] - ETA: 10:46 - loss: 319.1457 - logits_profile_predictions_loss: 260.9869 - logcount_predictions_loss: 6.7626 104/1246 [=>............................] - ETA: 10:46 - loss: 318.8097 - logits_profile_predictions_loss: 260.9487 - logcount_predictions_loss: 6.7280 105/1246 [=>............................] - ETA: 10:45 - loss: 318.4792 - 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[=>............................] - ETA: 10:41 - loss: 316.2802 - logits_profile_predictions_loss: 260.6404 - logcount_predictions_loss: 6.4697 113/1246 [=>............................] - ETA: 10:40 - loss: 315.9837 - logits_profile_predictions_loss: 260.6027 - logcount_predictions_loss: 6.4396 114/1246 [=>............................] - ETA: 10:40 - loss: 315.6900 - logits_profile_predictions_loss: 260.5641 - logcount_predictions_loss: 6.4100 115/1246 [=>............................] - ETA: 10:39 - loss: 315.4016 - logits_profile_predictions_loss: 260.5268 - logcount_predictions_loss: 6.3808 116/1246 [=>............................] - ETA: 10:39 - loss: 315.1179 - logits_profile_predictions_loss: 260.4905 - logcount_predictions_loss: 6.3520 117/1246 [=>............................] - ETA: 10:38 - loss: 314.8379 - logits_profile_predictions_loss: 260.4541 - logcount_predictions_loss: 6.3237 118/1246 [=>............................] - ETA: 10:38 - loss: 314.5612 - logits_profile_predictions_loss: 260.4177 - logcount_predictions_loss: 6.2958 119/1246 [=>............................] - ETA: 10:37 - loss: 314.2882 - logits_profile_predictions_loss: 260.3815 - logcount_predictions_loss: 6.2682 120/1246 [=>............................] - ETA: 10:37 - loss: 314.0187 - logits_profile_predictions_loss: 260.3454 - logcount_predictions_loss: 6.2411 121/1246 [=>............................] - ETA: 10:36 - loss: 313.7541 - logits_profile_predictions_loss: 260.3107 - logcount_predictions_loss: 6.2143 122/1246 [=>............................] - ETA: 10:35 - loss: 313.4938 - logits_profile_predictions_loss: 260.2771 - logcount_predictions_loss: 6.1880 123/1246 [=>............................] - ETA: 10:35 - loss: 313.2382 - logits_profile_predictions_loss: 260.2447 - logcount_predictions_loss: 6.1620 124/1246 [=>............................] - ETA: 10:34 - loss: 312.9852 - logits_profile_predictions_loss: 260.2120 - logcount_predictions_loss: 6.1364 125/1246 [==>...........................] - ETA: 10:34 - loss: 312.7379 - logits_profile_predictions_loss: 260.1817 - logcount_predictions_loss: 6.1112 126/1246 [==>...........................] - ETA: 10:33 - loss: 312.4940 - logits_profile_predictions_loss: 260.1518 - logcount_predictions_loss: 6.0863 127/1246 [==>...........................] - ETA: 10:33 - loss: 312.2515 - logits_profile_predictions_loss: 260.1204 - logcount_predictions_loss: 6.0618 128/1246 [==>...........................] - ETA: 10:32 - loss: 312.0115 - logits_profile_predictions_loss: 260.0889 - logcount_predictions_loss: 6.0375 129/1246 [==>...........................] - ETA: 10:31 - loss: 311.7757 - logits_profile_predictions_loss: 260.0584 - logcount_predictions_loss: 6.0136 130/1246 [==>...........................] - ETA: 10:31 - loss: 311.5434 - logits_profile_predictions_loss: 260.0287 - logcount_predictions_loss: 5.9901 131/1246 [==>...........................] - ETA: 10:30 - loss: 311.3133 - logits_profile_predictions_loss: 259.9987 - logcount_predictions_loss: 5.9668 132/1246 [==>...........................] - ETA: 10:30 - loss: 311.0864 - logits_profile_predictions_loss: 259.9691 - logcount_predictions_loss: 5.9439 133/1246 [==>...........................] - ETA: 10:29 - loss: 310.8581 - logits_profile_predictions_loss: 259.9361 - logcount_predictions_loss: 5.9212 134/1246 [==>...........................] - ETA: 10:29 - loss: 310.6323 - logits_profile_predictions_loss: 259.9031 - logcount_predictions_loss: 5.8987 135/1246 [==>...........................] - ETA: 10:28 - loss: 310.4090 - logits_profile_predictions_loss: 259.8703 - logcount_predictions_loss: 5.8766 136/1246 [==>...........................] - ETA: 10:27 - loss: 310.1880 - logits_profile_predictions_loss: 259.8373 - logcount_predictions_loss: 5.8547 137/1246 [==>...........................] - ETA: 10:27 - loss: 309.9697 - logits_profile_predictions_loss: 259.8047 - logcount_predictions_loss: 5.8331 138/1246 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[==>...........................] - ETA: 10:12 - loss: 304.8614 - logits_profile_predictions_loss: 258.9645 - logcount_predictions_loss: 5.3368 165/1246 [==>...........................] - ETA: 10:11 - loss: 304.6961 - logits_profile_predictions_loss: 258.9343 - logcount_predictions_loss: 5.3211 166/1246 [==>...........................] - ETA: 10:10 - loss: 304.5322 - logits_profile_predictions_loss: 258.9040 - logcount_predictions_loss: 5.3056 167/1246 [===>..........................] - ETA: 10:10 - loss: 304.3704 - logits_profile_predictions_loss: 258.8744 - logcount_predictions_loss: 5.2902 168/1246 [===>..........................] - ETA: 10:09 - loss: 304.2097 - logits_profile_predictions_loss: 258.8446 - logcount_predictions_loss: 5.2750 169/1246 [===>..........................] - ETA: 10:09 - loss: 304.0516 - logits_profile_predictions_loss: 258.8159 - logcount_predictions_loss: 5.2600 170/1246 [===>..........................] - ETA: 10:08 - loss: 303.8946 - 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logits_profile_predictions_loss: 258.4411 - logcount_predictions_loss: 5.0643 184/1246 [===>..........................] - ETA: 10:00 - loss: 301.8593 - logits_profile_predictions_loss: 258.4175 - logcount_predictions_loss: 5.0514 185/1246 [===>..........................] - ETA: 10:00 - loss: 301.7255 - logits_profile_predictions_loss: 258.3940 - logcount_predictions_loss: 5.0385 186/1246 [===>..........................] - ETA: 9:59 - loss: 301.5938 - logits_profile_predictions_loss: 258.3715 - logcount_predictions_loss: 5.0258  187/1246 [===>..........................] - ETA: 9:59 - loss: 301.4632 - logits_profile_predictions_loss: 258.3491 - logcount_predictions_loss: 5.0133 188/1246 [===>..........................] - ETA: 9:58 - loss: 301.3339 - logits_profile_predictions_loss: 258.3271 - logcount_predictions_loss: 5.0008 189/1246 [===>..........................] - ETA: 9:58 - loss: 301.2056 - logits_profile_predictions_loss: 258.3049 - logcount_predictions_loss: 4.9885 190/1246 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logits_profile_predictions_loss: 258.1477 - logcount_predictions_loss: 4.9050 197/1246 [===>..........................] - ETA: 9:53 - loss: 300.2098 - logits_profile_predictions_loss: 258.1255 - logcount_predictions_loss: 4.8935 198/1246 [===>..........................] - ETA: 9:52 - loss: 300.0900 - logits_profile_predictions_loss: 258.1036 - logcount_predictions_loss: 4.8821 199/1246 [===>..........................] - ETA: 9:52 - loss: 299.9700 - logits_profile_predictions_loss: 258.0809 - logcount_predictions_loss: 4.8708 200/1246 [===>..........................] - ETA: 9:51 - loss: 299.8507 - logits_profile_predictions_loss: 258.0581 - logcount_predictions_loss: 4.8596 201/1246 [===>..........................] - ETA: 9:51 - loss: 299.7321 - logits_profile_predictions_loss: 258.0352 - logcount_predictions_loss: 4.8485 202/1246 [===>..........................] - ETA: 9:50 - loss: 299.6141 - logits_profile_predictions_loss: 258.0120 - logcount_predictions_loss: 4.8375 203/1246 [===>..........................] - ETA: 9:50 - loss: 299.4966 - logits_profile_predictions_loss: 257.9885 - logcount_predictions_loss: 4.8265 204/1246 [===>..........................] - ETA: 9:49 - loss: 299.3799 - logits_profile_predictions_loss: 257.9651 - logcount_predictions_loss: 4.8157 205/1246 [===>..........................] - ETA: 9:48 - loss: 299.2645 - logits_profile_predictions_loss: 257.9421 - logcount_predictions_loss: 4.8049 206/1246 [===>..........................] - ETA: 9:48 - loss: 299.1493 - logits_profile_predictions_loss: 257.9187 - logcount_predictions_loss: 4.7943 207/1246 [===>..........................] - ETA: 9:47 - loss: 299.0346 - logits_profile_predictions_loss: 257.8951 - logcount_predictions_loss: 4.7837 208/1246 [====>.........................] - ETA: 9:47 - loss: 298.9209 - logits_profile_predictions_loss: 257.8717 - logcount_predictions_loss: 4.7732 209/1246 [====>.........................] - ETA: 9:46 - loss: 298.8088 - 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[====>.........................] - ETA: 9:35 - loss: 296.7581 - logits_profile_predictions_loss: 257.4377 - logcount_predictions_loss: 4.5721 230/1246 [====>.........................] - ETA: 9:34 - loss: 296.6634 - logits_profile_predictions_loss: 257.4183 - logcount_predictions_loss: 4.5634 231/1246 [====>.........................] - ETA: 9:34 - loss: 296.5688 - logits_profile_predictions_loss: 257.3986 - logcount_predictions_loss: 4.5547 232/1246 [====>.........................] - ETA: 9:33 - loss: 296.4742 - logits_profile_predictions_loss: 257.3783 - logcount_predictions_loss: 4.5460 233/1246 [====>.........................] - ETA: 9:33 - loss: 296.3802 - logits_profile_predictions_loss: 257.3581 - logcount_predictions_loss: 4.5375 234/1246 [====>.........................] - ETA: 9:32 - loss: 296.2863 - logits_profile_predictions_loss: 257.3376 - logcount_predictions_loss: 4.5289 235/1246 [====>.........................] - ETA: 9:31 - loss: 296.1931 - logits_profile_predictions_loss: 257.3171 - logcount_predictions_loss: 4.5205 236/1246 [====>.........................] - ETA: 9:31 - loss: 296.1011 - logits_profile_predictions_loss: 257.2973 - logcount_predictions_loss: 4.5121 237/1246 [====>.........................] - ETA: 9:30 - loss: 296.0092 - logits_profile_predictions_loss: 257.2770 - logcount_predictions_loss: 4.5037 238/1246 [====>.........................] - ETA: 9:30 - loss: 295.9179 - logits_profile_predictions_loss: 257.2569 - logcount_predictions_loss: 4.4955 239/1246 [====>.........................] - ETA: 9:29 - loss: 295.8265 - logits_profile_predictions_loss: 257.2362 - logcount_predictions_loss: 4.4872 240/1246 [====>.........................] - ETA: 9:29 - loss: 295.7355 - logits_profile_predictions_loss: 257.2154 - logcount_predictions_loss: 4.4791 241/1246 [====>.........................] - ETA: 9:28 - loss: 295.6448 - logits_profile_predictions_loss: 257.1944 - logcount_predictions_loss: 4.4710 242/1246 [====>.........................] - ETA: 9:28 - loss: 295.5545 - logits_profile_predictions_loss: 257.1733 - logcount_predictions_loss: 4.4629 243/1246 [====>.........................] - ETA: 9:27 - loss: 295.4642 - logits_profile_predictions_loss: 257.1519 - logcount_predictions_loss: 4.4549 244/1246 [====>.........................] - ETA: 9:26 - loss: 295.3745 - logits_profile_predictions_loss: 257.1305 - logcount_predictions_loss: 4.4470 245/1246 [====>.........................] - ETA: 9:26 - loss: 295.2853 - logits_profile_predictions_loss: 257.1092 - logcount_predictions_loss: 4.4391 246/1246 [====>.........................] - ETA: 9:25 - loss: 295.1966 - logits_profile_predictions_loss: 257.0880 - logcount_predictions_loss: 4.4312 247/1246 [====>.........................] - ETA: 9:25 - loss: 295.1085 - logits_profile_predictions_loss: 257.0667 - logcount_predictions_loss: 4.4235 248/1246 [====>.........................] - ETA: 9:24 - loss: 295.0216 - logits_profile_predictions_loss: 257.0462 - logcount_predictions_loss: 4.4157 249/1246 [====>.........................] - ETA: 9:24 - loss: 294.9350 - logits_profile_predictions_loss: 257.0256 - logcount_predictions_loss: 4.4081 250/1246 [=====>........................] - ETA: 9:23 - loss: 294.8494 - logits_profile_predictions_loss: 257.0055 - logcount_predictions_loss: 4.4005 251/1246 [=====>........................] - ETA: 9:22 - loss: 294.7647 - logits_profile_predictions_loss: 256.9857 - logcount_predictions_loss: 4.3929 252/1246 [=====>........................] - ETA: 9:22 - loss: 294.6807 - logits_profile_predictions_loss: 256.9662 - logcount_predictions_loss: 4.3854 253/1246 [=====>........................] - ETA: 9:21 - loss: 294.5973 - logits_profile_predictions_loss: 256.9468 - logcount_predictions_loss: 4.3780 254/1246 [=====>........................] - ETA: 9:21 - loss: 294.5147 - logits_profile_predictions_loss: 256.9276 - logcount_predictions_loss: 4.3706 255/1246 [=====>........................] - ETA: 9:20 - loss: 294.4326 - logits_profile_predictions_loss: 256.9087 - logcount_predictions_loss: 4.3633 256/1246 [=====>........................] - ETA: 9:20 - loss: 294.3508 - logits_profile_predictions_loss: 256.8896 - logcount_predictions_loss: 4.3560 257/1246 [=====>........................] - ETA: 9:19 - loss: 294.2698 - logits_profile_predictions_loss: 256.8708 - logcount_predictions_loss: 4.3487 258/1246 [=====>........................] - ETA: 9:18 - loss: 294.1896 - logits_profile_predictions_loss: 256.8523 - logcount_predictions_loss: 4.3415 259/1246 [=====>........................] - ETA: 9:18 - loss: 294.1102 - logits_profile_predictions_loss: 256.8343 - logcount_predictions_loss: 4.3344 260/1246 [=====>........................] - ETA: 9:17 - loss: 294.0317 - logits_profile_predictions_loss: 256.8166 - logcount_predictions_loss: 4.3273 261/1246 [=====>........................] - ETA: 9:17 - loss: 293.9538 - 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loss: 270.4086 - logits_profile_predictions_loss: 247.9712 - logcount_predictions_loss: 2.6090 1244/1246 [============================>.] - ETA: 1s - loss: 270.3975 - logits_profile_predictions_loss: 247.9662 - logcount_predictions_loss: 2.6083 1245/1246 [============================>.] - ETA: 0s - loss: 270.3864 - logits_profile_predictions_loss: 247.9612 - logcount_predictions_loss: 2.6076 1246/1246 [==============================] - ETA: 0s - loss: 270.3753 - logits_profile_predictions_loss: 247.9562 - logcount_predictions_loss: 2.6069 1246/1246 [==============================] - 744s 590ms/step - loss: 270.3642 - logits_profile_predictions_loss: 247.9512 - logcount_predictions_loss: 2.6062 - val_loss: 251.6540 - val_logits_profile_predictions_loss: 248.3754 - val_logcount_predictions_loss: 0.3812 + +Epoch 00001: val_loss improved from inf to 251.65401, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 2/50 + 1/1246 [..............................] - ETA: 12:11 - loss: 252.9672 - logits_profile_predictions_loss: 250.5693 - logcount_predictions_loss: 0.2788 2/1246 [..............................] - ETA: 11:42 - loss: 242.7165 - logits_profile_predictions_loss: 240.1419 - logcount_predictions_loss: 0.2994 3/1246 [..............................] - ETA: 11:42 - loss: 240.2593 - logits_profile_predictions_loss: 237.5866 - logcount_predictions_loss: 0.3108 4/1246 [..............................] - ETA: 11:41 - loss: 239.3064 - logits_profile_predictions_loss: 236.5674 - logcount_predictions_loss: 0.3185 5/1246 [..............................] - ETA: 11:41 - loss: 237.7432 - logits_profile_predictions_loss: 234.9362 - logcount_predictions_loss: 0.3264 6/1246 [..............................] - ETA: 11:40 - loss: 236.0635 - logits_profile_predictions_loss: 233.2166 - logcount_predictions_loss: 0.3310 7/1246 [..............................] - ETA: 11:39 - loss: 234.9029 - logits_profile_predictions_loss: 232.0174 - logcount_predictions_loss: 0.3355 8/1246 [..............................] - ETA: 11:39 - loss: 234.2797 - logits_profile_predictions_loss: 231.3632 - logcount_predictions_loss: 0.3391 9/1246 [..............................] - ETA: 11:38 - loss: 234.1187 - logits_profile_predictions_loss: 231.1679 - logcount_predictions_loss: 0.3431 10/1246 [..............................] - ETA: 11:37 - loss: 233.8668 - logits_profile_predictions_loss: 230.8890 - logcount_predictions_loss: 0.3463 11/1246 [..............................] - ETA: 11:37 - loss: 233.6485 - logits_profile_predictions_loss: 230.6406 - logcount_predictions_loss: 0.3497 12/1246 [..............................] - ETA: 11:36 - loss: 233.4736 - logits_profile_predictions_loss: 230.4410 - logcount_predictions_loss: 0.3526 13/1246 [..............................] - ETA: 11:36 - loss: 233.3793 - logits_profile_predictions_loss: 230.3229 - logcount_predictions_loss: 0.3554 14/1246 [..............................] - ETA: 11:35 - loss: 233.3194 - logits_profile_predictions_loss: 230.2437 - logcount_predictions_loss: 0.3576 15/1246 [..............................] - ETA: 11:35 - loss: 233.3531 - logits_profile_predictions_loss: 230.2605 - logcount_predictions_loss: 0.3596 16/1246 [..............................] - ETA: 11:34 - loss: 233.3688 - logits_profile_predictions_loss: 230.2592 - logcount_predictions_loss: 0.3616 17/1246 [..............................] - ETA: 11:34 - loss: 233.4668 - logits_profile_predictions_loss: 230.3379 - logcount_predictions_loss: 0.3638 18/1246 [..............................] - ETA: 11:33 - loss: 233.5623 - logits_profile_predictions_loss: 230.4163 - logcount_predictions_loss: 0.3658 19/1246 [..............................] - ETA: 11:33 - loss: 233.5829 - logits_profile_predictions_loss: 230.4202 - logcount_predictions_loss: 0.3678 20/1246 [..............................] - ETA: 11:32 - loss: 233.5692 - logits_profile_predictions_loss: 230.3918 - logcount_predictions_loss: 0.3695 21/1246 [..............................] - ETA: 11:32 - loss: 233.5601 - logits_profile_predictions_loss: 230.3686 - logcount_predictions_loss: 0.3711 22/1246 [..............................] - ETA: 11:31 - loss: 233.5827 - logits_profile_predictions_loss: 230.3782 - logcount_predictions_loss: 0.3726 23/1246 [..............................] - ETA: 11:30 - loss: 233.5534 - logits_profile_predictions_loss: 230.3373 - logcount_predictions_loss: 0.3740 24/1246 [..............................] - ETA: 11:30 - loss: 233.5280 - logits_profile_predictions_loss: 230.3018 - logcount_predictions_loss: 0.3751 25/1246 [..............................] - ETA: 11:29 - loss: 233.5091 - logits_profile_predictions_loss: 230.2743 - logcount_predictions_loss: 0.3761 26/1246 [..............................] - ETA: 11:29 - loss: 233.4919 - logits_profile_predictions_loss: 230.2502 - logcount_predictions_loss: 0.3769 27/1246 [..............................] - ETA: 11:28 - loss: 233.4458 - logits_profile_predictions_loss: 230.1975 - logcount_predictions_loss: 0.3777 28/1246 [..............................] - ETA: 11:28 - loss: 233.4238 - logits_profile_predictions_loss: 230.1697 - logcount_predictions_loss: 0.3784 29/1246 [..............................] - ETA: 11:28 - loss: 233.4097 - logits_profile_predictions_loss: 230.1505 - logcount_predictions_loss: 0.3790 30/1246 [..............................] - ETA: 11:27 - loss: 233.4137 - logits_profile_predictions_loss: 230.1480 - logcount_predictions_loss: 0.3797 31/1246 [..............................] - ETA: 11:27 - loss: 233.4052 - logits_profile_predictions_loss: 230.1333 - logcount_predictions_loss: 0.3805 32/1246 [..............................] - ETA: 11:26 - loss: 233.4060 - logits_profile_predictions_loss: 230.1283 - logcount_predictions_loss: 0.3811 33/1246 [..............................] - ETA: 11:25 - loss: 233.4130 - logits_profile_predictions_loss: 230.1302 - logcount_predictions_loss: 0.3817 34/1246 [..............................] - ETA: 11:25 - loss: 233.4015 - logits_profile_predictions_loss: 230.1138 - logcount_predictions_loss: 0.3823 35/1246 [..............................] - ETA: 11:24 - loss: 233.4331 - logits_profile_predictions_loss: 230.1409 - logcount_predictions_loss: 0.3828 36/1246 [..............................] - ETA: 11:24 - loss: 233.4799 - logits_profile_predictions_loss: 230.1836 - logcount_predictions_loss: 0.3833 37/1246 [..............................] - ETA: 11:23 - loss: 233.5241 - logits_profile_predictions_loss: 230.2248 - logcount_predictions_loss: 0.3836 38/1246 [..............................] - ETA: 11:23 - loss: 233.5753 - logits_profile_predictions_loss: 230.2731 - logcount_predictions_loss: 0.3840 39/1246 [..............................] - ETA: 11:22 - loss: 233.6317 - logits_profile_predictions_loss: 230.3265 - logcount_predictions_loss: 0.3843 40/1246 [..............................] - ETA: 11:21 - loss: 233.6769 - logits_profile_predictions_loss: 230.3691 - logcount_predictions_loss: 0.3846 41/1246 [..............................] - ETA: 11:21 - loss: 233.7367 - logits_profile_predictions_loss: 230.4263 - logcount_predictions_loss: 0.3849 42/1246 [>.............................] - ETA: 11:20 - loss: 233.7921 - logits_profile_predictions_loss: 230.4797 - logcount_predictions_loss: 0.3852 43/1246 [>.............................] - ETA: 11:20 - loss: 233.8530 - logits_profile_predictions_loss: 230.5390 - logcount_predictions_loss: 0.3853 44/1246 [>.............................] - ETA: 11:19 - loss: 233.9101 - logits_profile_predictions_loss: 230.5946 - logcount_predictions_loss: 0.3855 45/1246 [>.............................] - ETA: 11:18 - loss: 233.9694 - logits_profile_predictions_loss: 230.6522 - logcount_predictions_loss: 0.3857 46/1246 [>.............................] - ETA: 11:18 - loss: 234.0187 - logits_profile_predictions_loss: 230.7005 - logcount_predictions_loss: 0.3858 47/1246 [>.............................] - ETA: 11:17 - loss: 234.0796 - logits_profile_predictions_loss: 230.7604 - logcount_predictions_loss: 0.3859 48/1246 [>.............................] - ETA: 11:17 - loss: 234.1455 - logits_profile_predictions_loss: 230.8249 - logcount_predictions_loss: 0.3861 49/1246 [>.............................] - ETA: 11:16 - loss: 234.2109 - logits_profile_predictions_loss: 230.8888 - logcount_predictions_loss: 0.3863 50/1246 [>.............................] - ETA: 11:15 - loss: 234.2683 - logits_profile_predictions_loss: 230.9448 - logcount_predictions_loss: 0.3864 51/1246 [>.............................] - ETA: 11:15 - loss: 234.3164 - logits_profile_predictions_loss: 230.9916 - logcount_predictions_loss: 0.3866 52/1246 [>.............................] - ETA: 11:14 - loss: 234.3759 - logits_profile_predictions_loss: 231.0495 - logcount_predictions_loss: 0.3868 53/1246 [>.............................] - ETA: 11:14 - loss: 234.4332 - logits_profile_predictions_loss: 231.1051 - logcount_predictions_loss: 0.3870 54/1246 [>.............................] - ETA: 11:13 - loss: 234.4840 - logits_profile_predictions_loss: 231.1547 - logcount_predictions_loss: 0.3871 55/1246 [>.............................] - ETA: 11:13 - loss: 234.5290 - logits_profile_predictions_loss: 231.1982 - logcount_predictions_loss: 0.3873 56/1246 [>.............................] - ETA: 11:12 - loss: 234.5735 - logits_profile_predictions_loss: 231.2416 - logcount_predictions_loss: 0.3874 57/1246 [>.............................] - ETA: 11:11 - loss: 234.6141 - logits_profile_predictions_loss: 231.2809 - logcount_predictions_loss: 0.3876 58/1246 [>.............................] - ETA: 11:11 - loss: 234.6544 - logits_profile_predictions_loss: 231.3201 - logcount_predictions_loss: 0.3877 59/1246 [>.............................] - ETA: 11:10 - loss: 234.6943 - logits_profile_predictions_loss: 231.3592 - logcount_predictions_loss: 0.3878 60/1246 [>.............................] - ETA: 11:10 - loss: 234.7337 - logits_profile_predictions_loss: 231.3975 - logcount_predictions_loss: 0.3879 61/1246 [>.............................] - ETA: 11:09 - loss: 234.7738 - logits_profile_predictions_loss: 231.4369 - logcount_predictions_loss: 0.3880 62/1246 [>.............................] - ETA: 11:09 - loss: 234.8152 - logits_profile_predictions_loss: 231.4773 - logcount_predictions_loss: 0.3881 63/1246 [>.............................] - ETA: 11:08 - loss: 234.8626 - logits_profile_predictions_loss: 231.5236 - logcount_predictions_loss: 0.3882 64/1246 [>.............................] - ETA: 11:07 - loss: 234.9115 - logits_profile_predictions_loss: 231.5715 - logcount_predictions_loss: 0.3884 65/1246 [>.............................] - ETA: 11:07 - loss: 234.9615 - logits_profile_predictions_loss: 231.6205 - logcount_predictions_loss: 0.3885 66/1246 [>.............................] - ETA: 11:06 - loss: 235.0072 - logits_profile_predictions_loss: 231.6652 - logcount_predictions_loss: 0.3886 67/1246 [>.............................] - ETA: 11:06 - loss: 235.0540 - logits_profile_predictions_loss: 231.7113 - logcount_predictions_loss: 0.3887 68/1246 [>.............................] - ETA: 11:05 - loss: 235.1064 - logits_profile_predictions_loss: 231.7629 - logcount_predictions_loss: 0.3888 69/1246 [>.............................] - ETA: 11:05 - loss: 235.1593 - logits_profile_predictions_loss: 231.8151 - logcount_predictions_loss: 0.3889 70/1246 [>.............................] - ETA: 11:04 - loss: 235.2114 - logits_profile_predictions_loss: 231.8662 - logcount_predictions_loss: 0.3890 71/1246 [>.............................] - ETA: 11:03 - loss: 235.2621 - logits_profile_predictions_loss: 231.9161 - logcount_predictions_loss: 0.3891 72/1246 [>.............................] - ETA: 11:03 - loss: 235.3193 - logits_profile_predictions_loss: 231.9724 - logcount_predictions_loss: 0.3892 73/1246 [>.............................] - ETA: 11:02 - loss: 235.3685 - logits_profile_predictions_loss: 232.0208 - logcount_predictions_loss: 0.3893 74/1246 [>.............................] - ETA: 11:02 - loss: 235.4130 - logits_profile_predictions_loss: 232.0645 - logcount_predictions_loss: 0.3894 75/1246 [>.............................] - ETA: 11:01 - loss: 235.4564 - logits_profile_predictions_loss: 232.1071 - logcount_predictions_loss: 0.3894 76/1246 [>.............................] - ETA: 11:01 - loss: 235.5029 - logits_profile_predictions_loss: 232.1529 - logcount_predictions_loss: 0.3895 77/1246 [>.............................] - ETA: 11:00 - loss: 235.5491 - logits_profile_predictions_loss: 232.1984 - logcount_predictions_loss: 0.3896 78/1246 [>.............................] - ETA: 10:59 - loss: 235.5939 - logits_profile_predictions_loss: 232.2426 - logcount_predictions_loss: 0.3897 79/1246 [>.............................] - ETA: 10:59 - loss: 235.6364 - logits_profile_predictions_loss: 232.2846 - logcount_predictions_loss: 0.3897 80/1246 [>.............................] - ETA: 10:58 - loss: 235.6775 - logits_profile_predictions_loss: 232.3253 - logcount_predictions_loss: 0.3898 81/1246 [>.............................] - ETA: 10:58 - loss: 235.7203 - logits_profile_predictions_loss: 232.3678 - logcount_predictions_loss: 0.3898 82/1246 [>.............................] - ETA: 10:57 - loss: 235.7631 - logits_profile_predictions_loss: 232.4101 - logcount_predictions_loss: 0.3899 83/1246 [>.............................] - ETA: 10:57 - loss: 235.8088 - logits_profile_predictions_loss: 232.4550 - logcount_predictions_loss: 0.3900 84/1246 [=>............................] - ETA: 10:56 - loss: 235.8541 - logits_profile_predictions_loss: 232.4998 - logcount_predictions_loss: 0.3900 85/1246 [=>............................] - ETA: 10:55 - loss: 235.8992 - logits_profile_predictions_loss: 232.5441 - logcount_predictions_loss: 0.3901 86/1246 [=>............................] - ETA: 10:55 - loss: 235.9454 - logits_profile_predictions_loss: 232.5895 - logcount_predictions_loss: 0.3902 87/1246 [=>............................] - ETA: 10:54 - loss: 235.9912 - logits_profile_predictions_loss: 232.6344 - logcount_predictions_loss: 0.3903 88/1246 [=>............................] - ETA: 10:54 - loss: 236.0355 - logits_profile_predictions_loss: 232.6778 - logcount_predictions_loss: 0.3904 89/1246 [=>............................] - ETA: 10:53 - loss: 236.0777 - logits_profile_predictions_loss: 232.7192 - logcount_predictions_loss: 0.3905 90/1246 [=>............................] - ETA: 10:53 - loss: 236.1159 - logits_profile_predictions_loss: 232.7566 - logcount_predictions_loss: 0.3906 91/1246 [=>............................] - ETA: 10:52 - loss: 236.1493 - logits_profile_predictions_loss: 232.7891 - logcount_predictions_loss: 0.3907 92/1246 [=>............................] - ETA: 10:51 - loss: 236.1816 - logits_profile_predictions_loss: 232.8206 - logcount_predictions_loss: 0.3908 93/1246 [=>............................] - ETA: 10:51 - loss: 236.2149 - logits_profile_predictions_loss: 232.8530 - logcount_predictions_loss: 0.3909 94/1246 [=>............................] - ETA: 10:50 - loss: 236.2473 - logits_profile_predictions_loss: 232.8844 - logcount_predictions_loss: 0.3910 95/1246 [=>............................] - ETA: 10:50 - loss: 236.2786 - logits_profile_predictions_loss: 232.9148 - logcount_predictions_loss: 0.3911 96/1246 [=>............................] - ETA: 10:49 - loss: 236.3110 - logits_profile_predictions_loss: 232.9464 - logcount_predictions_loss: 0.3912 97/1246 [=>............................] - ETA: 10:49 - loss: 236.3419 - logits_profile_predictions_loss: 232.9766 - logcount_predictions_loss: 0.3913 98/1246 [=>............................] - ETA: 10:48 - loss: 236.3740 - logits_profile_predictions_loss: 233.0078 - logcount_predictions_loss: 0.3914 99/1246 [=>............................] - ETA: 10:47 - loss: 236.4053 - logits_profile_predictions_loss: 233.0382 - logcount_predictions_loss: 0.3915 100/1246 [=>............................] - ETA: 10:47 - loss: 236.4356 - logits_profile_predictions_loss: 233.0677 - logcount_predictions_loss: 0.3916 101/1246 [=>............................] - ETA: 10:46 - loss: 236.4652 - logits_profile_predictions_loss: 233.0963 - logcount_predictions_loss: 0.3917 102/1246 [=>............................] - ETA: 10:46 - loss: 236.4926 - logits_profile_predictions_loss: 233.1228 - logcount_predictions_loss: 0.3918 103/1246 [=>............................] - ETA: 10:45 - loss: 236.5207 - logits_profile_predictions_loss: 233.1500 - logcount_predictions_loss: 0.3919 104/1246 [=>............................] - ETA: 10:45 - loss: 236.5489 - logits_profile_predictions_loss: 233.1773 - logcount_predictions_loss: 0.3920 105/1246 [=>............................] - ETA: 10:44 - loss: 236.5779 - logits_profile_predictions_loss: 233.2055 - logcount_predictions_loss: 0.3921 106/1246 [=>............................] - ETA: 10:43 - loss: 236.6059 - logits_profile_predictions_loss: 233.2327 - logcount_predictions_loss: 0.3922 107/1246 [=>............................] - ETA: 10:43 - loss: 236.6329 - logits_profile_predictions_loss: 233.2591 - logcount_predictions_loss: 0.3923 108/1246 [=>............................] - ETA: 10:42 - loss: 236.6588 - logits_profile_predictions_loss: 233.2843 - logcount_predictions_loss: 0.3924 109/1246 [=>............................] - ETA: 10:42 - loss: 236.6824 - logits_profile_predictions_loss: 233.3071 - logcount_predictions_loss: 0.3925 110/1246 [=>............................] - ETA: 10:41 - loss: 236.7040 - logits_profile_predictions_loss: 233.3281 - logcount_predictions_loss: 0.3925 111/1246 [=>............................] - ETA: 10:41 - loss: 236.7262 - logits_profile_predictions_loss: 233.3496 - logcount_predictions_loss: 0.3926 112/1246 [=>............................] - ETA: 10:40 - loss: 236.7467 - logits_profile_predictions_loss: 233.3693 - logcount_predictions_loss: 0.3927 113/1246 [=>............................] - ETA: 10:40 - loss: 236.7652 - logits_profile_predictions_loss: 233.3872 - logcount_predictions_loss: 0.3928 114/1246 [=>............................] - ETA: 10:39 - loss: 236.7827 - logits_profile_predictions_loss: 233.4040 - logcount_predictions_loss: 0.3929 115/1246 [=>............................] - ETA: 10:38 - loss: 236.7980 - logits_profile_predictions_loss: 233.4187 - logcount_predictions_loss: 0.3929 116/1246 [=>............................] - ETA: 10:38 - loss: 236.8135 - logits_profile_predictions_loss: 233.4334 - logcount_predictions_loss: 0.3930 117/1246 [=>............................] - ETA: 10:37 - loss: 236.8277 - logits_profile_predictions_loss: 233.4470 - logcount_predictions_loss: 0.3931 118/1246 [=>............................] - ETA: 10:37 - loss: 236.8412 - logits_profile_predictions_loss: 233.4597 - logcount_predictions_loss: 0.3932 119/1246 [=>............................] - ETA: 10:36 - loss: 236.8543 - logits_profile_predictions_loss: 233.4721 - logcount_predictions_loss: 0.3933 120/1246 [=>............................] - ETA: 10:36 - loss: 236.8659 - logits_profile_predictions_loss: 233.4828 - logcount_predictions_loss: 0.3934 121/1246 [=>............................] - ETA: 10:35 - loss: 236.8793 - logits_profile_predictions_loss: 233.4955 - logcount_predictions_loss: 0.3935 122/1246 [=>............................] - ETA: 10:34 - loss: 236.8918 - logits_profile_predictions_loss: 233.5074 - logcount_predictions_loss: 0.3935 123/1246 [=>............................] - ETA: 10:34 - loss: 236.9037 - logits_profile_predictions_loss: 233.5186 - logcount_predictions_loss: 0.3936 124/1246 [=>............................] - ETA: 10:33 - loss: 236.9154 - logits_profile_predictions_loss: 233.5297 - logcount_predictions_loss: 0.3937 125/1246 [==>...........................] - ETA: 10:33 - loss: 236.9281 - logits_profile_predictions_loss: 233.5418 - logcount_predictions_loss: 0.3937 126/1246 [==>...........................] - ETA: 10:32 - loss: 236.9397 - logits_profile_predictions_loss: 233.5528 - logcount_predictions_loss: 0.3938 127/1246 [==>...........................] - ETA: 10:32 - loss: 236.9518 - logits_profile_predictions_loss: 233.5642 - logcount_predictions_loss: 0.3939 128/1246 [==>...........................] - ETA: 10:31 - loss: 236.9635 - logits_profile_predictions_loss: 233.5753 - logcount_predictions_loss: 0.3940 129/1246 [==>...........................] - ETA: 10:30 - loss: 236.9758 - logits_profile_predictions_loss: 233.5869 - logcount_predictions_loss: 0.3941 130/1246 [==>...........................] - ETA: 10:30 - loss: 236.9880 - logits_profile_predictions_loss: 233.5984 - logcount_predictions_loss: 0.3941 131/1246 [==>...........................] - ETA: 10:29 - loss: 237.0011 - logits_profile_predictions_loss: 233.6107 - logcount_predictions_loss: 0.3942 132/1246 [==>...........................] - ETA: 10:29 - loss: 237.0147 - logits_profile_predictions_loss: 233.6235 - logcount_predictions_loss: 0.3943 133/1246 [==>...........................] - ETA: 10:28 - loss: 237.0285 - logits_profile_predictions_loss: 233.6364 - logcount_predictions_loss: 0.3944 134/1246 [==>...........................] - ETA: 10:28 - loss: 237.0412 - logits_profile_predictions_loss: 233.6482 - logcount_predictions_loss: 0.3945 135/1246 [==>...........................] - ETA: 10:27 - loss: 237.0542 - logits_profile_predictions_loss: 233.6603 - logcount_predictions_loss: 0.3946 136/1246 [==>...........................] - ETA: 10:26 - loss: 237.0659 - logits_profile_predictions_loss: 233.6712 - logcount_predictions_loss: 0.3947 137/1246 [==>...........................] - ETA: 10:26 - loss: 237.0767 - logits_profile_predictions_loss: 233.6810 - logcount_predictions_loss: 0.3948 138/1246 [==>...........................] - ETA: 10:25 - loss: 237.0879 - logits_profile_predictions_loss: 233.6913 - logcount_predictions_loss: 0.3949 139/1246 [==>...........................] - ETA: 10:25 - loss: 237.0987 - logits_profile_predictions_loss: 233.7012 - logcount_predictions_loss: 0.3951 140/1246 [==>...........................] - ETA: 10:24 - loss: 237.1087 - logits_profile_predictions_loss: 233.7102 - logcount_predictions_loss: 0.3952 141/1246 [==>...........................] - ETA: 10:24 - loss: 237.1187 - logits_profile_predictions_loss: 233.7192 - logcount_predictions_loss: 0.3953 142/1246 [==>...........................] - ETA: 10:23 - loss: 237.1289 - logits_profile_predictions_loss: 233.7284 - logcount_predictions_loss: 0.3954 143/1246 [==>...........................] - ETA: 10:22 - loss: 237.1395 - logits_profile_predictions_loss: 233.7381 - logcount_predictions_loss: 0.3955 144/1246 [==>...........................] - ETA: 10:22 - loss: 237.1500 - logits_profile_predictions_loss: 233.7476 - logcount_predictions_loss: 0.3956 145/1246 [==>...........................] - ETA: 10:21 - loss: 237.1609 - logits_profile_predictions_loss: 233.7576 - logcount_predictions_loss: 0.3957 146/1246 [==>...........................] - ETA: 10:21 - loss: 237.1718 - logits_profile_predictions_loss: 233.7675 - logcount_predictions_loss: 0.3958 147/1246 [==>...........................] - ETA: 10:20 - loss: 237.1816 - logits_profile_predictions_loss: 233.7764 - logcount_predictions_loss: 0.3959 148/1246 [==>...........................] - ETA: 10:20 - loss: 237.1914 - logits_profile_predictions_loss: 233.7854 - logcount_predictions_loss: 0.3960 149/1246 [==>...........................] - ETA: 10:19 - loss: 237.2006 - logits_profile_predictions_loss: 233.7937 - logcount_predictions_loss: 0.3961 150/1246 [==>...........................] - ETA: 10:19 - loss: 237.2100 - logits_profile_predictions_loss: 233.8023 - logcount_predictions_loss: 0.3962 151/1246 [==>...........................] - ETA: 10:18 - loss: 237.2192 - logits_profile_predictions_loss: 233.8108 - logcount_predictions_loss: 0.3963 152/1246 [==>...........................] - ETA: 10:17 - loss: 237.2274 - logits_profile_predictions_loss: 233.8182 - logcount_predictions_loss: 0.3964 153/1246 [==>...........................] - ETA: 10:17 - loss: 237.2347 - logits_profile_predictions_loss: 233.8247 - logcount_predictions_loss: 0.3965 154/1246 [==>...........................] - ETA: 10:16 - loss: 237.2417 - logits_profile_predictions_loss: 233.8309 - logcount_predictions_loss: 0.3966 155/1246 [==>...........................] - ETA: 10:16 - loss: 237.2491 - logits_profile_predictions_loss: 233.8375 - logcount_predictions_loss: 0.3967 156/1246 [==>...........................] - ETA: 10:15 - loss: 237.2560 - logits_profile_predictions_loss: 233.8435 - logcount_predictions_loss: 0.3968 157/1246 [==>...........................] - ETA: 10:15 - loss: 237.2625 - logits_profile_predictions_loss: 233.8491 - logcount_predictions_loss: 0.3969 158/1246 [==>...........................] - ETA: 10:14 - loss: 237.2678 - logits_profile_predictions_loss: 233.8535 - logcount_predictions_loss: 0.3970 159/1246 [==>...........................] - ETA: 10:13 - loss: 237.2733 - logits_profile_predictions_loss: 233.8582 - logcount_predictions_loss: 0.3971 160/1246 [==>...........................] - ETA: 10:13 - loss: 237.2788 - logits_profile_predictions_loss: 233.8629 - logcount_predictions_loss: 0.3972 161/1246 [==>...........................] - ETA: 10:12 - loss: 237.2842 - logits_profile_predictions_loss: 233.8674 - logcount_predictions_loss: 0.3973 162/1246 [==>...........................] - ETA: 10:12 - loss: 237.2890 - logits_profile_predictions_loss: 233.8714 - logcount_predictions_loss: 0.3974 163/1246 [==>...........................] - ETA: 10:11 - loss: 237.2946 - logits_profile_predictions_loss: 233.8761 - logcount_predictions_loss: 0.3975 164/1246 [==>...........................] - ETA: 10:11 - loss: 237.3003 - logits_profile_predictions_loss: 233.8809 - logcount_predictions_loss: 0.3976 165/1246 [==>...........................] - ETA: 10:10 - loss: 237.3062 - logits_profile_predictions_loss: 233.8860 - logcount_predictions_loss: 0.3977 166/1246 [==>...........................] - ETA: 10:10 - loss: 237.3125 - logits_profile_predictions_loss: 233.8915 - logcount_predictions_loss: 0.3978 167/1246 [===>..........................] - ETA: 10:09 - loss: 237.3187 - logits_profile_predictions_loss: 233.8968 - logcount_predictions_loss: 0.3979 168/1246 [===>..........................] - ETA: 10:08 - loss: 237.3247 - logits_profile_predictions_loss: 233.9021 - logcount_predictions_loss: 0.3980 169/1246 [===>..........................] - ETA: 10:08 - loss: 237.3297 - logits_profile_predictions_loss: 233.9062 - logcount_predictions_loss: 0.3981 170/1246 [===>..........................] - ETA: 10:07 - loss: 237.3341 - logits_profile_predictions_loss: 233.9098 - logcount_predictions_loss: 0.3982 171/1246 [===>..........................] - ETA: 10:07 - loss: 237.3388 - logits_profile_predictions_loss: 233.9138 - logcount_predictions_loss: 0.3983 172/1246 [===>..........................] - ETA: 10:06 - loss: 237.3440 - logits_profile_predictions_loss: 233.9182 - logcount_predictions_loss: 0.3983 173/1246 [===>..........................] - ETA: 10:06 - loss: 237.3495 - logits_profile_predictions_loss: 233.9230 - logcount_predictions_loss: 0.3984 174/1246 [===>..........................] - ETA: 10:05 - loss: 237.3554 - logits_profile_predictions_loss: 233.9281 - logcount_predictions_loss: 0.3985 175/1246 [===>..........................] - ETA: 10:04 - loss: 237.3608 - logits_profile_predictions_loss: 233.9329 - logcount_predictions_loss: 0.3986 176/1246 [===>..........................] - ETA: 10:04 - loss: 237.3660 - logits_profile_predictions_loss: 233.9373 - logcount_predictions_loss: 0.3987 177/1246 [===>..........................] - ETA: 10:03 - loss: 237.3715 - logits_profile_predictions_loss: 233.9422 - logcount_predictions_loss: 0.3988 178/1246 [===>..........................] - ETA: 10:03 - loss: 237.3770 - logits_profile_predictions_loss: 233.9470 - logcount_predictions_loss: 0.3988 179/1246 [===>..........................] - ETA: 10:02 - loss: 237.3817 - logits_profile_predictions_loss: 233.9511 - logcount_predictions_loss: 0.3989 180/1246 [===>..........................] - ETA: 10:02 - loss: 237.3865 - logits_profile_predictions_loss: 233.9553 - logcount_predictions_loss: 0.3990 181/1246 [===>..........................] - ETA: 10:01 - loss: 237.3906 - logits_profile_predictions_loss: 233.9587 - logcount_predictions_loss: 0.3991 182/1246 [===>..........................] - ETA: 10:00 - loss: 237.3954 - logits_profile_predictions_loss: 233.9630 - logcount_predictions_loss: 0.3991 183/1246 [===>..........................] - ETA: 10:00 - loss: 237.4004 - logits_profile_predictions_loss: 233.9674 - logcount_predictions_loss: 0.3992 184/1246 [===>..........................] - ETA: 9:59 - loss: 237.4058 - logits_profile_predictions_loss: 233.9722 - logcount_predictions_loss: 0.3993  185/1246 [===>..........................] - ETA: 9:59 - loss: 237.4105 - logits_profile_predictions_loss: 233.9763 - logcount_predictions_loss: 0.3993 186/1246 [===>..........................] - ETA: 9:58 - loss: 237.4157 - logits_profile_predictions_loss: 233.9810 - logcount_predictions_loss: 0.3994 187/1246 [===>..........................] - ETA: 9:58 - loss: 237.4212 - logits_profile_predictions_loss: 233.9859 - logcount_predictions_loss: 0.3994 188/1246 [===>..........................] - ETA: 9:57 - loss: 237.4270 - logits_profile_predictions_loss: 233.9912 - logcount_predictions_loss: 0.3995 189/1246 [===>..........................] - ETA: 9:57 - loss: 237.4333 - logits_profile_predictions_loss: 233.9970 - logcount_predictions_loss: 0.3996 190/1246 [===>..........................] - ETA: 9:56 - loss: 237.4396 - logits_profile_predictions_loss: 234.0028 - logcount_predictions_loss: 0.3996 191/1246 [===>..........................] - ETA: 9:55 - loss: 237.4454 - logits_profile_predictions_loss: 234.0081 - logcount_predictions_loss: 0.3997 192/1246 [===>..........................] - ETA: 9:55 - loss: 237.4506 - logits_profile_predictions_loss: 234.0128 - logcount_predictions_loss: 0.3997 193/1246 [===>..........................] - ETA: 9:54 - loss: 237.4554 - logits_profile_predictions_loss: 234.0172 - logcount_predictions_loss: 0.3998 194/1246 [===>..........................] - ETA: 9:54 - loss: 237.4600 - logits_profile_predictions_loss: 234.0213 - logcount_predictions_loss: 0.3998 195/1246 [===>..........................] - ETA: 9:53 - loss: 237.4646 - logits_profile_predictions_loss: 234.0255 - logcount_predictions_loss: 0.3999 196/1246 [===>..........................] - ETA: 9:53 - loss: 237.4689 - logits_profile_predictions_loss: 234.0294 - logcount_predictions_loss: 0.3999 197/1246 [===>..........................] - ETA: 9:52 - loss: 237.4734 - logits_profile_predictions_loss: 234.0336 - logcount_predictions_loss: 0.4000 198/1246 [===>..........................] - ETA: 9:51 - loss: 237.4782 - logits_profile_predictions_loss: 234.0381 - logcount_predictions_loss: 0.4000 199/1246 [===>..........................] - ETA: 9:51 - loss: 237.4823 - logits_profile_predictions_loss: 234.0418 - logcount_predictions_loss: 0.4001 200/1246 [===>..........................] - ETA: 9:50 - loss: 237.4861 - logits_profile_predictions_loss: 234.0453 - logcount_predictions_loss: 0.4001 201/1246 [===>..........................] - ETA: 9:50 - loss: 237.4894 - logits_profile_predictions_loss: 234.0483 - logcount_predictions_loss: 0.4001 202/1246 [===>..........................] - ETA: 9:49 - loss: 237.4927 - logits_profile_predictions_loss: 234.0513 - logcount_predictions_loss: 0.4002 203/1246 [===>..........................] - ETA: 9:49 - loss: 237.4958 - logits_profile_predictions_loss: 234.0541 - logcount_predictions_loss: 0.4002 204/1246 [===>..........................] - ETA: 9:48 - loss: 237.4984 - logits_profile_predictions_loss: 234.0564 - logcount_predictions_loss: 0.4002 205/1246 [===>..........................] - ETA: 9:48 - loss: 237.5012 - logits_profile_predictions_loss: 234.0590 - logcount_predictions_loss: 0.4003 206/1246 [===>..........................] - ETA: 9:47 - loss: 237.5035 - logits_profile_predictions_loss: 234.0610 - logcount_predictions_loss: 0.4003 207/1246 [===>..........................] - ETA: 9:46 - loss: 237.5052 - logits_profile_predictions_loss: 234.0624 - logcount_predictions_loss: 0.4003 208/1246 [====>.........................] - ETA: 9:46 - loss: 237.5067 - logits_profile_predictions_loss: 234.0637 - logcount_predictions_loss: 0.4003 209/1246 [====>.........................] - ETA: 9:45 - loss: 237.5078 - logits_profile_predictions_loss: 234.0646 - logcount_predictions_loss: 0.4004 210/1246 [====>.........................] - ETA: 9:45 - loss: 237.5094 - logits_profile_predictions_loss: 234.0659 - logcount_predictions_loss: 0.4004 211/1246 [====>.........................] - ETA: 9:44 - loss: 237.5112 - logits_profile_predictions_loss: 234.0674 - logcount_predictions_loss: 0.4004 212/1246 [====>.........................] - ETA: 9:44 - loss: 237.5133 - logits_profile_predictions_loss: 234.0694 - logcount_predictions_loss: 0.4005 213/1246 [====>.........................] - ETA: 9:43 - loss: 237.5149 - logits_profile_predictions_loss: 234.0707 - logcount_predictions_loss: 0.4005 214/1246 [====>.........................] - ETA: 9:42 - loss: 237.5163 - logits_profile_predictions_loss: 234.0719 - logcount_predictions_loss: 0.4005 215/1246 [====>.........................] - ETA: 9:42 - loss: 237.5173 - logits_profile_predictions_loss: 234.0726 - logcount_predictions_loss: 0.4005 216/1246 [====>.........................] - ETA: 9:41 - loss: 237.5186 - logits_profile_predictions_loss: 234.0738 - logcount_predictions_loss: 0.4006 217/1246 [====>.........................] - ETA: 9:41 - loss: 237.5203 - logits_profile_predictions_loss: 234.0752 - logcount_predictions_loss: 0.4006 218/1246 [====>.........................] - ETA: 9:40 - loss: 237.5218 - logits_profile_predictions_loss: 234.0765 - logcount_predictions_loss: 0.4006 219/1246 [====>.........................] - ETA: 9:40 - loss: 237.5230 - logits_profile_predictions_loss: 234.0775 - logcount_predictions_loss: 0.4006 220/1246 [====>.........................] - ETA: 9:39 - loss: 237.5250 - logits_profile_predictions_loss: 234.0793 - logcount_predictions_loss: 0.4007 221/1246 [====>.........................] - ETA: 9:39 - loss: 237.5267 - logits_profile_predictions_loss: 234.0807 - logcount_predictions_loss: 0.4007 222/1246 [====>.........................] - ETA: 9:38 - loss: 237.5285 - logits_profile_predictions_loss: 234.0822 - logcount_predictions_loss: 0.4007 223/1246 [====>.........................] - ETA: 9:37 - loss: 237.5304 - logits_profile_predictions_loss: 234.0838 - logcount_predictions_loss: 0.4008 224/1246 [====>.........................] - ETA: 9:37 - loss: 237.5320 - logits_profile_predictions_loss: 234.0852 - logcount_predictions_loss: 0.4008 225/1246 [====>.........................] - ETA: 9:36 - loss: 237.5340 - logits_profile_predictions_loss: 234.0869 - logcount_predictions_loss: 0.4008 226/1246 [====>.........................] - ETA: 9:36 - loss: 237.5360 - logits_profile_predictions_loss: 234.0887 - logcount_predictions_loss: 0.4008 227/1246 [====>.........................] - ETA: 9:35 - loss: 237.5385 - logits_profile_predictions_loss: 234.0909 - logcount_predictions_loss: 0.4009 228/1246 [====>.........................] - ETA: 9:35 - loss: 237.5411 - logits_profile_predictions_loss: 234.0933 - logcount_predictions_loss: 0.4009 229/1246 [====>.........................] - ETA: 9:34 - loss: 237.5439 - logits_profile_predictions_loss: 234.0958 - logcount_predictions_loss: 0.4009 230/1246 [====>.........................] - ETA: 9:33 - loss: 237.5467 - logits_profile_predictions_loss: 234.0984 - logcount_predictions_loss: 0.4010 231/1246 [====>.........................] - ETA: 9:33 - loss: 237.5494 - logits_profile_predictions_loss: 234.1009 - logcount_predictions_loss: 0.4010 232/1246 [====>.........................] - ETA: 9:32 - loss: 237.5520 - logits_profile_predictions_loss: 234.1032 - logcount_predictions_loss: 0.4010 233/1246 [====>.........................] - ETA: 9:32 - loss: 237.5543 - logits_profile_predictions_loss: 234.1053 - logcount_predictions_loss: 0.4011 234/1246 [====>.........................] - ETA: 9:31 - loss: 237.5567 - logits_profile_predictions_loss: 234.1074 - logcount_predictions_loss: 0.4011 235/1246 [====>.........................] - ETA: 9:31 - loss: 237.5591 - logits_profile_predictions_loss: 234.1095 - logcount_predictions_loss: 0.4011 236/1246 [====>.........................] - ETA: 9:30 - loss: 237.5615 - logits_profile_predictions_loss: 234.1117 - logcount_predictions_loss: 0.4011 237/1246 [====>.........................] - ETA: 9:29 - loss: 237.5636 - logits_profile_predictions_loss: 234.1135 - logcount_predictions_loss: 0.4012 238/1246 [====>.........................] - ETA: 9:29 - loss: 237.5654 - logits_profile_predictions_loss: 234.1150 - logcount_predictions_loss: 0.4012 239/1246 [====>.........................] - ETA: 9:28 - loss: 237.5670 - logits_profile_predictions_loss: 234.1163 - logcount_predictions_loss: 0.4012 240/1246 [====>.........................] - ETA: 9:28 - loss: 237.5691 - logits_profile_predictions_loss: 234.1182 - logcount_predictions_loss: 0.4013 241/1246 [====>.........................] - ETA: 9:27 - loss: 237.5710 - logits_profile_predictions_loss: 234.1199 - logcount_predictions_loss: 0.4013 242/1246 [====>.........................] - ETA: 9:27 - loss: 237.5728 - logits_profile_predictions_loss: 234.1214 - logcount_predictions_loss: 0.4013 243/1246 [====>.........................] - ETA: 9:26 - loss: 237.5744 - logits_profile_predictions_loss: 234.1228 - logcount_predictions_loss: 0.4013 244/1246 [====>.........................] - ETA: 9:26 - loss: 237.5756 - logits_profile_predictions_loss: 234.1237 - logcount_predictions_loss: 0.4014 245/1246 [====>.........................] - ETA: 9:25 - loss: 237.5769 - logits_profile_predictions_loss: 234.1247 - logcount_predictions_loss: 0.4014 246/1246 [====>.........................] - ETA: 9:24 - loss: 237.5782 - logits_profile_predictions_loss: 234.1258 - logcount_predictions_loss: 0.4014 247/1246 [====>.........................] - ETA: 9:24 - loss: 237.5802 - logits_profile_predictions_loss: 234.1274 - logcount_predictions_loss: 0.4015 248/1246 [====>.........................] - ETA: 9:23 - loss: 237.5821 - logits_profile_predictions_loss: 234.1290 - logcount_predictions_loss: 0.4015 249/1246 [====>.........................] - ETA: 9:23 - loss: 237.5844 - logits_profile_predictions_loss: 234.1310 - logcount_predictions_loss: 0.4016 250/1246 [=====>........................] - ETA: 9:22 - loss: 237.5869 - logits_profile_predictions_loss: 234.1332 - logcount_predictions_loss: 0.4016 251/1246 [=====>........................] - ETA: 9:22 - loss: 237.5893 - logits_profile_predictions_loss: 234.1352 - logcount_predictions_loss: 0.4016 252/1246 [=====>........................] - ETA: 9:21 - loss: 237.5913 - logits_profile_predictions_loss: 234.1370 - logcount_predictions_loss: 0.4017 253/1246 [=====>........................] - ETA: 9:20 - loss: 237.5928 - logits_profile_predictions_loss: 234.1381 - logcount_predictions_loss: 0.4017 254/1246 [=====>........................] - ETA: 9:20 - loss: 237.5943 - logits_profile_predictions_loss: 234.1393 - logcount_predictions_loss: 0.4017 255/1246 [=====>........................] - ETA: 9:19 - loss: 237.5960 - logits_profile_predictions_loss: 234.1406 - logcount_predictions_loss: 0.4018 256/1246 [=====>........................] - ETA: 9:19 - loss: 237.5979 - logits_profile_predictions_loss: 234.1422 - logcount_predictions_loss: 0.4018 257/1246 [=====>........................] - ETA: 9:18 - loss: 237.5998 - logits_profile_predictions_loss: 234.1438 - logcount_predictions_loss: 0.4019 258/1246 [=====>........................] - ETA: 9:18 - loss: 237.6012 - logits_profile_predictions_loss: 234.1449 - logcount_predictions_loss: 0.4019 259/1246 [=====>........................] - ETA: 9:17 - loss: 237.6026 - logits_profile_predictions_loss: 234.1459 - logcount_predictions_loss: 0.4019 260/1246 [=====>........................] - ETA: 9:16 - loss: 237.6038 - logits_profile_predictions_loss: 234.1468 - logcount_predictions_loss: 0.4020 261/1246 [=====>........................] - ETA: 9:16 - loss: 237.6050 - logits_profile_predictions_loss: 234.1477 - logcount_predictions_loss: 0.4020 262/1246 [=====>........................] - ETA: 9:15 - loss: 237.6061 - logits_profile_predictions_loss: 234.1485 - logcount_predictions_loss: 0.4020 263/1246 [=====>........................] - ETA: 9:15 - loss: 237.6072 - logits_profile_predictions_loss: 234.1492 - logcount_predictions_loss: 0.4021 264/1246 [=====>........................] - ETA: 9:14 - loss: 237.6079 - logits_profile_predictions_loss: 234.1496 - logcount_predictions_loss: 0.4021 265/1246 [=====>........................] - ETA: 9:14 - loss: 237.6086 - logits_profile_predictions_loss: 234.1500 - logcount_predictions_loss: 0.4022 266/1246 [=====>........................] - ETA: 9:13 - loss: 237.6098 - logits_profile_predictions_loss: 234.1509 - logcount_predictions_loss: 0.4022 267/1246 [=====>........................] - ETA: 9:13 - loss: 237.6108 - logits_profile_predictions_loss: 234.1515 - logcount_predictions_loss: 0.4022 268/1246 [=====>........................] - ETA: 9:12 - loss: 237.6116 - logits_profile_predictions_loss: 234.1520 - logcount_predictions_loss: 0.4023 269/1246 [=====>........................] - ETA: 9:11 - loss: 237.6124 - logits_profile_predictions_loss: 234.1526 - logcount_predictions_loss: 0.4023 270/1246 [=====>........................] - ETA: 9:11 - loss: 237.6133 - logits_profile_predictions_loss: 234.1532 - logcount_predictions_loss: 0.4023 271/1246 [=====>........................] - ETA: 9:10 - loss: 237.6141 - logits_profile_predictions_loss: 234.1537 - logcount_predictions_loss: 0.4024 272/1246 [=====>........................] - ETA: 9:10 - loss: 237.6150 - logits_profile_predictions_loss: 234.1543 - logcount_predictions_loss: 0.4024 273/1246 [=====>........................] - ETA: 9:09 - loss: 237.6157 - logits_profile_predictions_loss: 234.1548 - logcount_predictions_loss: 0.4024 274/1246 [=====>........................] - ETA: 9:09 - loss: 237.6164 - logits_profile_predictions_loss: 234.1551 - logcount_predictions_loss: 0.4025 275/1246 [=====>........................] - ETA: 9:08 - loss: 237.6168 - logits_profile_predictions_loss: 234.1552 - logcount_predictions_loss: 0.4025 276/1246 [=====>........................] - ETA: 9:07 - loss: 237.6176 - logits_profile_predictions_loss: 234.1558 - logcount_predictions_loss: 0.4025 277/1246 [=====>........................] - ETA: 9:07 - loss: 237.6186 - logits_profile_predictions_loss: 234.1565 - logcount_predictions_loss: 0.4026 278/1246 [=====>........................] - ETA: 9:06 - loss: 237.6193 - logits_profile_predictions_loss: 234.1569 - logcount_predictions_loss: 0.4026 279/1246 [=====>........................] - ETA: 9:06 - loss: 237.6200 - logits_profile_predictions_loss: 234.1573 - logcount_predictions_loss: 0.4026 280/1246 [=====>........................] - ETA: 9:05 - loss: 237.6204 - 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1243/1246 [============================>.] - ETA: 1s - loss: 236.9343 - logits_profile_predictions_loss: 233.5641 - logcount_predictions_loss: 0.3919 1244/1246 [============================>.] - ETA: 1s - loss: 236.9335 - logits_profile_predictions_loss: 233.5633 - logcount_predictions_loss: 0.3919 1245/1246 [============================>.] - ETA: 0s - loss: 236.9326 - logits_profile_predictions_loss: 233.5626 - logcount_predictions_loss: 0.3919 1246/1246 [==============================] - ETA: 0s - loss: 236.9318 - logits_profile_predictions_loss: 233.5619 - logcount_predictions_loss: 0.3919 1246/1246 [==============================] - 731s 587ms/step - loss: 236.9310 - logits_profile_predictions_loss: 233.5612 - logcount_predictions_loss: 0.3918 - val_loss: 249.1268 - val_logits_profile_predictions_loss: 245.6047 - val_logcount_predictions_loss: 0.4095 + +Epoch 00002: val_loss improved from 251.65401 to 249.12675, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 3/50 + 1/1246 [..............................] - ETA: 12:11 - loss: 225.6595 - logits_profile_predictions_loss: 222.4724 - logcount_predictions_loss: 0.3706 2/1246 [..............................] - ETA: 11:42 - loss: 230.4232 - logits_profile_predictions_loss: 227.0705 - logcount_predictions_loss: 0.3898 3/1246 [..............................] - ETA: 11:41 - loss: 230.8058 - logits_profile_predictions_loss: 227.5004 - logcount_predictions_loss: 0.3843 4/1246 [..............................] - ETA: 11:41 - loss: 231.3708 - logits_profile_predictions_loss: 228.0500 - logcount_predictions_loss: 0.3861 5/1246 [..............................] - ETA: 11:40 - loss: 232.0145 - logits_profile_predictions_loss: 228.6602 - logcount_predictions_loss: 0.3900 6/1246 [..............................] - ETA: 11:39 - loss: 232.1916 - logits_profile_predictions_loss: 228.8574 - 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[=>............................] - ETA: 10:35 - loss: 235.0371 - logits_profile_predictions_loss: 232.0696 - logcount_predictions_loss: 0.3451 112/1246 [=>............................] - ETA: 10:35 - loss: 235.0264 - logits_profile_predictions_loss: 232.0597 - logcount_predictions_loss: 0.3450 113/1246 [=>............................] - ETA: 10:34 - loss: 235.0145 - logits_profile_predictions_loss: 232.0484 - logcount_predictions_loss: 0.3449 114/1246 [=>............................] - ETA: 10:34 - loss: 235.0026 - logits_profile_predictions_loss: 232.0371 - logcount_predictions_loss: 0.3448 115/1246 [=>............................] - ETA: 10:33 - loss: 234.9918 - logits_profile_predictions_loss: 232.0269 - logcount_predictions_loss: 0.3448 116/1246 [=>............................] - ETA: 10:33 - loss: 234.9806 - logits_profile_predictions_loss: 232.0163 - logcount_predictions_loss: 0.3447 117/1246 [=>............................] - ETA: 10:32 - loss: 234.9705 - 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[=>............................] - ETA: 10:29 - loss: 234.9310 - logits_profile_predictions_loss: 231.9706 - logcount_predictions_loss: 0.3442 125/1246 [==>...........................] - ETA: 10:28 - loss: 234.9249 - logits_profile_predictions_loss: 231.9648 - logcount_predictions_loss: 0.3442 126/1246 [==>...........................] - ETA: 10:28 - loss: 234.9187 - logits_profile_predictions_loss: 231.9591 - logcount_predictions_loss: 0.3441 127/1246 [==>...........................] - ETA: 10:27 - loss: 234.9138 - logits_profile_predictions_loss: 231.9545 - logcount_predictions_loss: 0.3441 128/1246 [==>...........................] - ETA: 10:27 - loss: 234.9087 - logits_profile_predictions_loss: 231.9497 - logcount_predictions_loss: 0.3441 129/1246 [==>...........................] - ETA: 10:26 - loss: 234.9030 - logits_profile_predictions_loss: 231.9444 - logcount_predictions_loss: 0.3440 130/1246 [==>...........................] - ETA: 10:25 - loss: 234.8976 - 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[==>...........................] - ETA: 10:22 - loss: 234.8718 - logits_profile_predictions_loss: 231.9154 - logcount_predictions_loss: 0.3438 138/1246 [==>...........................] - ETA: 10:21 - loss: 234.8682 - logits_profile_predictions_loss: 231.9121 - logcount_predictions_loss: 0.3437 139/1246 [==>...........................] - ETA: 10:21 - loss: 234.8644 - logits_profile_predictions_loss: 231.9085 - logcount_predictions_loss: 0.3437 140/1246 [==>...........................] - ETA: 10:20 - loss: 234.8598 - logits_profile_predictions_loss: 231.9041 - logcount_predictions_loss: 0.3437 141/1246 [==>...........................] - ETA: 10:20 - loss: 234.8541 - logits_profile_predictions_loss: 231.8986 - logcount_predictions_loss: 0.3437 142/1246 [==>...........................] - ETA: 10:19 - loss: 234.8492 - logits_profile_predictions_loss: 231.8939 - logcount_predictions_loss: 0.3436 143/1246 [==>...........................] - ETA: 10:19 - loss: 234.8441 - 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[===>..........................] - ETA: 9:47 - loss: 234.5873 - logits_profile_predictions_loss: 231.6389 - logcount_predictions_loss: 0.3428 203/1246 [===>..........................] - ETA: 9:46 - loss: 234.5861 - logits_profile_predictions_loss: 231.6376 - logcount_predictions_loss: 0.3428 204/1246 [===>..........................] - ETA: 9:45 - loss: 234.5850 - logits_profile_predictions_loss: 231.6365 - logcount_predictions_loss: 0.3428 205/1246 [===>..........................] - ETA: 9:45 - loss: 234.5839 - logits_profile_predictions_loss: 231.6354 - logcount_predictions_loss: 0.3428 206/1246 [===>..........................] - ETA: 9:44 - loss: 234.5823 - logits_profile_predictions_loss: 231.6338 - logcount_predictions_loss: 0.3428 207/1246 [===>..........................] - ETA: 9:44 - loss: 234.5808 - logits_profile_predictions_loss: 231.6324 - logcount_predictions_loss: 0.3428 208/1246 [====>.........................] - ETA: 9:43 - loss: 234.5788 - 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[====>.........................] - ETA: 9:39 - loss: 234.5604 - logits_profile_predictions_loss: 231.6116 - logcount_predictions_loss: 0.3429 216/1246 [====>.........................] - ETA: 9:39 - loss: 234.5572 - logits_profile_predictions_loss: 231.6084 - logcount_predictions_loss: 0.3429 217/1246 [====>.........................] - ETA: 9:38 - loss: 234.5539 - logits_profile_predictions_loss: 231.6051 - logcount_predictions_loss: 0.3429 218/1246 [====>.........................] - ETA: 9:38 - loss: 234.5508 - logits_profile_predictions_loss: 231.6019 - logcount_predictions_loss: 0.3429 219/1246 [====>.........................] - ETA: 9:37 - loss: 234.5476 - logits_profile_predictions_loss: 231.5988 - logcount_predictions_loss: 0.3429 220/1246 [====>.........................] - ETA: 9:37 - loss: 234.5445 - logits_profile_predictions_loss: 231.5956 - logcount_predictions_loss: 0.3429 221/1246 [====>.........................] - ETA: 9:36 - loss: 234.5417 - 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[====>.........................] - ETA: 9:32 - loss: 234.5173 - logits_profile_predictions_loss: 231.5684 - logcount_predictions_loss: 0.3429 229/1246 [====>.........................] - ETA: 9:32 - loss: 234.5128 - logits_profile_predictions_loss: 231.5640 - logcount_predictions_loss: 0.3429 230/1246 [====>.........................] - ETA: 9:31 - loss: 234.5085 - logits_profile_predictions_loss: 231.5597 - logcount_predictions_loss: 0.3429 231/1246 [====>.........................] - ETA: 9:31 - loss: 234.5039 - logits_profile_predictions_loss: 231.5550 - logcount_predictions_loss: 0.3429 232/1246 [====>.........................] - ETA: 9:30 - loss: 234.4992 - logits_profile_predictions_loss: 231.5504 - logcount_predictions_loss: 0.3429 233/1246 [====>.........................] - ETA: 9:29 - loss: 234.4942 - logits_profile_predictions_loss: 231.5455 - logcount_predictions_loss: 0.3429 234/1246 [====>.........................] - ETA: 9:29 - loss: 234.4890 - 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[====>.........................] - ETA: 9:25 - loss: 234.4541 - logits_profile_predictions_loss: 231.5056 - logcount_predictions_loss: 0.3428 242/1246 [====>.........................] - ETA: 9:24 - loss: 234.4492 - logits_profile_predictions_loss: 231.5007 - logcount_predictions_loss: 0.3428 243/1246 [====>.........................] - ETA: 9:24 - loss: 234.4440 - logits_profile_predictions_loss: 231.4954 - logcount_predictions_loss: 0.3428 244/1246 [====>.........................] - ETA: 9:23 - loss: 234.4386 - logits_profile_predictions_loss: 231.4901 - logcount_predictions_loss: 0.3428 245/1246 [====>.........................] - ETA: 9:23 - loss: 234.4331 - logits_profile_predictions_loss: 231.4846 - logcount_predictions_loss: 0.3428 246/1246 [====>.........................] - ETA: 9:22 - loss: 234.4278 - logits_profile_predictions_loss: 231.4793 - logcount_predictions_loss: 0.3428 247/1246 [====>.........................] - ETA: 9:22 - loss: 234.4225 - 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[=====>........................] - ETA: 9:18 - loss: 234.3811 - logits_profile_predictions_loss: 231.4327 - logcount_predictions_loss: 0.3428 255/1246 [=====>........................] - ETA: 9:17 - loss: 234.3745 - logits_profile_predictions_loss: 231.4261 - logcount_predictions_loss: 0.3428 256/1246 [=====>........................] - ETA: 9:17 - loss: 234.3678 - logits_profile_predictions_loss: 231.4195 - logcount_predictions_loss: 0.3428 257/1246 [=====>........................] - ETA: 9:16 - loss: 234.3613 - logits_profile_predictions_loss: 231.4130 - logcount_predictions_loss: 0.3428 258/1246 [=====>........................] - ETA: 9:16 - loss: 234.3548 - logits_profile_predictions_loss: 231.4066 - logcount_predictions_loss: 0.3428 259/1246 [=====>........................] - ETA: 9:15 - loss: 234.3485 - logits_profile_predictions_loss: 231.4003 - logcount_predictions_loss: 0.3428 260/1246 [=====>........................] - ETA: 9:14 - loss: 234.3419 - 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[=====>........................] - ETA: 9:11 - loss: 234.2978 - logits_profile_predictions_loss: 231.3501 - logcount_predictions_loss: 0.3428 268/1246 [=====>........................] - ETA: 9:10 - loss: 234.2918 - logits_profile_predictions_loss: 231.3442 - logcount_predictions_loss: 0.3427 269/1246 [=====>........................] - ETA: 9:09 - loss: 234.2857 - logits_profile_predictions_loss: 231.3381 - logcount_predictions_loss: 0.3427 270/1246 [=====>........................] - ETA: 9:09 - loss: 234.2795 - logits_profile_predictions_loss: 231.3320 - logcount_predictions_loss: 0.3427 271/1246 [=====>........................] - ETA: 9:08 - loss: 234.2732 - logits_profile_predictions_loss: 231.3258 - logcount_predictions_loss: 0.3427 272/1246 [=====>........................] - ETA: 9:08 - loss: 234.2669 - logits_profile_predictions_loss: 231.3196 - logcount_predictions_loss: 0.3427 273/1246 [=====>........................] - ETA: 9:07 - loss: 234.2606 - 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[=====>........................] - ETA: 9:03 - loss: 234.2213 - logits_profile_predictions_loss: 231.2747 - logcount_predictions_loss: 0.3426 281/1246 [=====>........................] - ETA: 9:03 - loss: 234.2159 - logits_profile_predictions_loss: 231.2694 - logcount_predictions_loss: 0.3426 282/1246 [=====>........................] - ETA: 9:02 - loss: 234.2105 - logits_profile_predictions_loss: 231.2640 - logcount_predictions_loss: 0.3426 283/1246 [=====>........................] - ETA: 9:02 - loss: 234.2050 - logits_profile_predictions_loss: 231.2587 - logcount_predictions_loss: 0.3426 284/1246 [=====>........................] - ETA: 9:01 - loss: 234.1999 - logits_profile_predictions_loss: 231.2537 - logcount_predictions_loss: 0.3426 285/1246 [=====>........................] - ETA: 9:01 - loss: 234.1948 - logits_profile_predictions_loss: 231.2486 - logcount_predictions_loss: 0.3426 286/1246 [=====>........................] - ETA: 9:00 - loss: 234.1895 - 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249.12675 to 245.93109, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 4/50 + 1/1246 [..............................] - ETA: 12:03 - loss: 241.7610 - logits_profile_predictions_loss: 239.3519 - logcount_predictions_loss: 0.2801 2/1246 [..............................] - ETA: 11:42 - loss: 238.4020 - logits_profile_predictions_loss: 235.9255 - logcount_predictions_loss: 0.2880 3/1246 [..............................] - ETA: 11:42 - loss: 235.7550 - logits_profile_predictions_loss: 233.2851 - logcount_predictions_loss: 0.2872 4/1246 [..............................] - ETA: 11:42 - loss: 234.4380 - logits_profile_predictions_loss: 231.9729 - logcount_predictions_loss: 0.2866 5/1246 [..............................] - ETA: 11:41 - loss: 232.8533 - logits_profile_predictions_loss: 230.4098 - logcount_predictions_loss: 0.2841 6/1246 [..............................] - ETA: 11:40 - loss: 232.3369 - 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[..............................] - ETA: 11:36 - loss: 232.0527 - logits_profile_predictions_loss: 229.4937 - logcount_predictions_loss: 0.2976 14/1246 [..............................] - ETA: 11:35 - loss: 231.8880 - logits_profile_predictions_loss: 229.3230 - logcount_predictions_loss: 0.2983 15/1246 [..............................] - ETA: 11:35 - loss: 231.7439 - logits_profile_predictions_loss: 229.1696 - logcount_predictions_loss: 0.2993 16/1246 [..............................] - ETA: 11:34 - loss: 231.6401 - logits_profile_predictions_loss: 229.0611 - logcount_predictions_loss: 0.2999 17/1246 [..............................] - ETA: 11:33 - loss: 231.5812 - logits_profile_predictions_loss: 228.9991 - logcount_predictions_loss: 0.3002 18/1246 [..............................] - ETA: 11:33 - loss: 231.5122 - logits_profile_predictions_loss: 228.9262 - logcount_predictions_loss: 0.3007 19/1246 [..............................] - ETA: 11:32 - loss: 231.4292 - 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[..............................] - ETA: 11:28 - loss: 230.9058 - logits_profile_predictions_loss: 228.3119 - logcount_predictions_loss: 0.3016 27/1246 [..............................] - ETA: 11:28 - loss: 230.8561 - logits_profile_predictions_loss: 228.2601 - logcount_predictions_loss: 0.3019 28/1246 [..............................] - ETA: 11:27 - loss: 230.8251 - logits_profile_predictions_loss: 228.2281 - logcount_predictions_loss: 0.3020 29/1246 [..............................] - ETA: 11:27 - loss: 230.8259 - logits_profile_predictions_loss: 228.2270 - logcount_predictions_loss: 0.3022 30/1246 [..............................] - ETA: 11:26 - loss: 230.8128 - logits_profile_predictions_loss: 228.2114 - logcount_predictions_loss: 0.3025 31/1246 [..............................] - ETA: 11:26 - loss: 230.7735 - logits_profile_predictions_loss: 228.1710 - logcount_predictions_loss: 0.3026 32/1246 [..............................] - ETA: 11:25 - loss: 230.7506 - 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logits_profile_predictions_loss: 227.0888 - logcount_predictions_loss: 0.3038 85/1246 [=>............................] - ETA: 10:55 - loss: 229.7121 - logits_profile_predictions_loss: 227.0990 - logcount_predictions_loss: 0.3039 86/1246 [=>............................] - ETA: 10:55 - loss: 229.7228 - logits_profile_predictions_loss: 227.1094 - logcount_predictions_loss: 0.3039 87/1246 [=>............................] - ETA: 10:54 - loss: 229.7329 - logits_profile_predictions_loss: 227.1191 - logcount_predictions_loss: 0.3039 88/1246 [=>............................] - ETA: 10:47 - loss: 229.7429 - logits_profile_predictions_loss: 227.1287 - logcount_predictions_loss: 0.3040 89/1246 [=>............................] - ETA: 10:47 - loss: 229.7526 - logits_profile_predictions_loss: 227.1382 - logcount_predictions_loss: 0.3040 90/1246 [=>............................] - ETA: 10:46 - loss: 229.7645 - logits_profile_predictions_loss: 227.1496 - logcount_predictions_loss: 0.3041 91/1246 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logits_profile_predictions_loss: 227.4034 - logcount_predictions_loss: 0.3068 124/1246 [=>............................] - ETA: 10:29 - loss: 230.0466 - logits_profile_predictions_loss: 227.4072 - logcount_predictions_loss: 0.3069 125/1246 [==>...........................] - ETA: 10:28 - loss: 230.0517 - logits_profile_predictions_loss: 227.4116 - logcount_predictions_loss: 0.3070 126/1246 [==>...........................] - ETA: 10:28 - loss: 230.0569 - logits_profile_predictions_loss: 227.4162 - logcount_predictions_loss: 0.3071 127/1246 [==>...........................] - ETA: 10:27 - loss: 230.0620 - logits_profile_predictions_loss: 227.4206 - logcount_predictions_loss: 0.3071 128/1246 [==>...........................] - ETA: 10:27 - loss: 230.0671 - logits_profile_predictions_loss: 227.4252 - logcount_predictions_loss: 0.3072 129/1246 [==>...........................] - ETA: 10:26 - loss: 230.0718 - logits_profile_predictions_loss: 227.4292 - logcount_predictions_loss: 0.3073 130/1246 [==>...........................] - ETA: 10:26 - loss: 230.0765 - logits_profile_predictions_loss: 227.4333 - logcount_predictions_loss: 0.3074 131/1246 [==>...........................] - ETA: 10:25 - loss: 230.0803 - logits_profile_predictions_loss: 227.4365 - logcount_predictions_loss: 0.3074 132/1246 [==>...........................] - ETA: 10:24 - loss: 230.0835 - logits_profile_predictions_loss: 227.4391 - logcount_predictions_loss: 0.3075 133/1246 [==>...........................] - ETA: 10:24 - loss: 230.0874 - logits_profile_predictions_loss: 227.4424 - logcount_predictions_loss: 0.3076 134/1246 [==>...........................] - ETA: 10:23 - loss: 230.0914 - logits_profile_predictions_loss: 227.4459 - logcount_predictions_loss: 0.3076 135/1246 [==>...........................] - ETA: 10:23 - loss: 230.0961 - logits_profile_predictions_loss: 227.4501 - logcount_predictions_loss: 0.3077 136/1246 [==>...........................] - ETA: 10:22 - loss: 230.0999 - logits_profile_predictions_loss: 227.4534 - logcount_predictions_loss: 0.3077 137/1246 [==>...........................] - ETA: 10:22 - loss: 230.1041 - logits_profile_predictions_loss: 227.4571 - logcount_predictions_loss: 0.3078 138/1246 [==>...........................] - ETA: 10:21 - loss: 230.1092 - logits_profile_predictions_loss: 227.4617 - logcount_predictions_loss: 0.3079 139/1246 [==>...........................] - ETA: 10:21 - loss: 230.1136 - logits_profile_predictions_loss: 227.4656 - logcount_predictions_loss: 0.3079 140/1246 [==>...........................] - ETA: 10:20 - loss: 230.1197 - logits_profile_predictions_loss: 227.4713 - logcount_predictions_loss: 0.3080 141/1246 [==>...........................] - ETA: 10:20 - loss: 230.1253 - logits_profile_predictions_loss: 227.4764 - logcount_predictions_loss: 0.3080 142/1246 [==>...........................] - ETA: 10:19 - loss: 230.1307 - logits_profile_predictions_loss: 227.4813 - logcount_predictions_loss: 0.3081 143/1246 [==>...........................] - ETA: 10:19 - loss: 230.1363 - logits_profile_predictions_loss: 227.4865 - logcount_predictions_loss: 0.3081 144/1246 [==>...........................] - ETA: 10:18 - loss: 230.1418 - logits_profile_predictions_loss: 227.4915 - logcount_predictions_loss: 0.3082 145/1246 [==>...........................] - ETA: 10:18 - loss: 230.1473 - logits_profile_predictions_loss: 227.4967 - logcount_predictions_loss: 0.3082 146/1246 [==>...........................] - ETA: 10:17 - loss: 230.1524 - logits_profile_predictions_loss: 227.5014 - logcount_predictions_loss: 0.3083 147/1246 [==>...........................] - ETA: 10:16 - loss: 230.1568 - logits_profile_predictions_loss: 227.5054 - logcount_predictions_loss: 0.3083 148/1246 [==>...........................] - ETA: 10:16 - loss: 230.1617 - logits_profile_predictions_loss: 227.5098 - logcount_predictions_loss: 0.3084 149/1246 [==>...........................] - ETA: 10:15 - loss: 230.1657 - logits_profile_predictions_loss: 227.5135 - logcount_predictions_loss: 0.3084 150/1246 [==>...........................] - ETA: 10:15 - loss: 230.1711 - logits_profile_predictions_loss: 227.5185 - logcount_predictions_loss: 0.3085 151/1246 [==>...........................] - ETA: 10:14 - loss: 230.1771 - logits_profile_predictions_loss: 227.5241 - logcount_predictions_loss: 0.3085 152/1246 [==>...........................] - ETA: 10:14 - loss: 230.1836 - logits_profile_predictions_loss: 227.5302 - logcount_predictions_loss: 0.3085 153/1246 [==>...........................] - ETA: 10:13 - loss: 230.1909 - logits_profile_predictions_loss: 227.5372 - logcount_predictions_loss: 0.3086 154/1246 [==>...........................] - ETA: 10:13 - loss: 230.1985 - logits_profile_predictions_loss: 227.5445 - logcount_predictions_loss: 0.3086 155/1246 [==>...........................] - ETA: 10:12 - loss: 230.2054 - logits_profile_predictions_loss: 227.5511 - logcount_predictions_loss: 0.3087 156/1246 [==>...........................] - ETA: 10:12 - loss: 230.2122 - logits_profile_predictions_loss: 227.5575 - logcount_predictions_loss: 0.3087 157/1246 [==>...........................] - ETA: 10:11 - loss: 230.2181 - logits_profile_predictions_loss: 227.5632 - logcount_predictions_loss: 0.3087 158/1246 [==>...........................] - ETA: 10:11 - loss: 230.2246 - logits_profile_predictions_loss: 227.5694 - logcount_predictions_loss: 0.3088 159/1246 [==>...........................] - ETA: 10:10 - loss: 230.2307 - logits_profile_predictions_loss: 227.5752 - logcount_predictions_loss: 0.3088 160/1246 [==>...........................] - ETA: 10:09 - loss: 230.2361 - logits_profile_predictions_loss: 227.5803 - logcount_predictions_loss: 0.3088 161/1246 [==>...........................] - ETA: 10:09 - loss: 230.2412 - logits_profile_predictions_loss: 227.5851 - logcount_predictions_loss: 0.3089 162/1246 [==>...........................] - ETA: 10:08 - loss: 230.2463 - logits_profile_predictions_loss: 227.5898 - logcount_predictions_loss: 0.3089 163/1246 [==>...........................] - ETA: 10:08 - loss: 230.2506 - logits_profile_predictions_loss: 227.5938 - logcount_predictions_loss: 0.3089 164/1246 [==>...........................] - ETA: 10:07 - loss: 230.2539 - logits_profile_predictions_loss: 227.5969 - logcount_predictions_loss: 0.3090 165/1246 [==>...........................] - ETA: 10:07 - loss: 230.2566 - logits_profile_predictions_loss: 227.5993 - logcount_predictions_loss: 0.3090 166/1246 [==>...........................] - ETA: 10:06 - loss: 230.2588 - logits_profile_predictions_loss: 227.6013 - logcount_predictions_loss: 0.3090 167/1246 [===>..........................] - ETA: 10:06 - loss: 230.2612 - logits_profile_predictions_loss: 227.6034 - logcount_predictions_loss: 0.3091 168/1246 [===>..........................] - ETA: 10:05 - loss: 230.2638 - logits_profile_predictions_loss: 227.6057 - logcount_predictions_loss: 0.3091 169/1246 [===>..........................] - ETA: 10:05 - loss: 230.2671 - logits_profile_predictions_loss: 227.6088 - logcount_predictions_loss: 0.3091 170/1246 [===>..........................] - ETA: 10:04 - loss: 230.2704 - logits_profile_predictions_loss: 227.6118 - logcount_predictions_loss: 0.3091 171/1246 [===>..........................] - ETA: 10:04 - loss: 230.2735 - logits_profile_predictions_loss: 227.6147 - logcount_predictions_loss: 0.3092 172/1246 [===>..........................] - ETA: 10:03 - loss: 230.2768 - logits_profile_predictions_loss: 227.6177 - logcount_predictions_loss: 0.3092 173/1246 [===>..........................] - ETA: 10:02 - loss: 230.2794 - logits_profile_predictions_loss: 227.6202 - logcount_predictions_loss: 0.3092 174/1246 [===>..........................] - ETA: 10:02 - loss: 230.2820 - logits_profile_predictions_loss: 227.6225 - logcount_predictions_loss: 0.3093 175/1246 [===>..........................] - ETA: 10:01 - loss: 230.2851 - logits_profile_predictions_loss: 227.6255 - logcount_predictions_loss: 0.3093 176/1246 [===>..........................] - ETA: 10:01 - loss: 230.2883 - logits_profile_predictions_loss: 227.6285 - logcount_predictions_loss: 0.3093 177/1246 [===>..........................] - ETA: 10:00 - loss: 230.2917 - logits_profile_predictions_loss: 227.6316 - logcount_predictions_loss: 0.3093 178/1246 [===>..........................] - ETA: 10:00 - loss: 230.2956 - logits_profile_predictions_loss: 227.6353 - logcount_predictions_loss: 0.3093 179/1246 [===>..........................] - ETA: 9:59 - loss: 230.2990 - logits_profile_predictions_loss: 227.6385 - logcount_predictions_loss: 0.3094  180/1246 [===>..........................] - ETA: 9:59 - loss: 230.3024 - logits_profile_predictions_loss: 227.6418 - logcount_predictions_loss: 0.3094 181/1246 [===>..........................] - ETA: 9:58 - loss: 230.3063 - logits_profile_predictions_loss: 227.6455 - logcount_predictions_loss: 0.3094 182/1246 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logits_profile_predictions_loss: 227.6702 - logcount_predictions_loss: 0.3095 189/1246 [===>..........................] - ETA: 9:54 - loss: 230.3349 - logits_profile_predictions_loss: 227.6729 - logcount_predictions_loss: 0.3096 190/1246 [===>..........................] - ETA: 9:53 - loss: 230.3376 - logits_profile_predictions_loss: 227.6754 - logcount_predictions_loss: 0.3096 191/1246 [===>..........................] - ETA: 9:53 - loss: 230.3405 - logits_profile_predictions_loss: 227.6782 - logcount_predictions_loss: 0.3096 192/1246 [===>..........................] - ETA: 9:52 - loss: 230.3434 - logits_profile_predictions_loss: 227.6809 - logcount_predictions_loss: 0.3096 193/1246 [===>..........................] - ETA: 9:52 - loss: 230.3460 - logits_profile_predictions_loss: 227.6834 - logcount_predictions_loss: 0.3096 194/1246 [===>..........................] - ETA: 9:51 - loss: 230.3490 - logits_profile_predictions_loss: 227.6863 - logcount_predictions_loss: 0.3096 195/1246 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logits_profile_predictions_loss: 227.7066 - logcount_predictions_loss: 0.3097 202/1246 [===>..........................] - ETA: 9:47 - loss: 230.3719 - logits_profile_predictions_loss: 227.7084 - logcount_predictions_loss: 0.3097 203/1246 [===>..........................] - ETA: 9:46 - loss: 230.3735 - logits_profile_predictions_loss: 227.7099 - logcount_predictions_loss: 0.3097 204/1246 [===>..........................] - ETA: 9:45 - loss: 230.3751 - logits_profile_predictions_loss: 227.7114 - logcount_predictions_loss: 0.3097 205/1246 [===>..........................] - ETA: 9:45 - loss: 230.3769 - logits_profile_predictions_loss: 227.7131 - logcount_predictions_loss: 0.3098 206/1246 [===>..........................] - ETA: 9:44 - loss: 230.3786 - logits_profile_predictions_loss: 227.7147 - logcount_predictions_loss: 0.3098 207/1246 [===>..........................] - ETA: 9:44 - loss: 230.3801 - logits_profile_predictions_loss: 227.7162 - logcount_predictions_loss: 0.3098 208/1246 [====>.........................] - ETA: 9:43 - loss: 230.3812 - logits_profile_predictions_loss: 227.7172 - logcount_predictions_loss: 0.3098 209/1246 [====>.........................] - ETA: 9:43 - loss: 230.3831 - logits_profile_predictions_loss: 227.7190 - logcount_predictions_loss: 0.3098 210/1246 [====>.........................] - ETA: 9:42 - loss: 230.3855 - logits_profile_predictions_loss: 227.7213 - logcount_predictions_loss: 0.3098 211/1246 [====>.........................] - ETA: 9:42 - loss: 230.3871 - logits_profile_predictions_loss: 227.7229 - logcount_predictions_loss: 0.3098 212/1246 [====>.........................] - ETA: 9:41 - loss: 230.3882 - logits_profile_predictions_loss: 227.7239 - logcount_predictions_loss: 0.3098 213/1246 [====>.........................] - ETA: 9:41 - loss: 230.3890 - logits_profile_predictions_loss: 227.7246 - logcount_predictions_loss: 0.3098 214/1246 [====>.........................] - ETA: 9:40 - loss: 230.3898 - 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[====>.........................] - ETA: 9:36 - loss: 230.3904 - logits_profile_predictions_loss: 227.7252 - logcount_predictions_loss: 0.3099 222/1246 [====>.........................] - ETA: 9:36 - loss: 230.3899 - logits_profile_predictions_loss: 227.7246 - logcount_predictions_loss: 0.3099 223/1246 [====>.........................] - ETA: 9:35 - loss: 230.3894 - logits_profile_predictions_loss: 227.7241 - logcount_predictions_loss: 0.3099 224/1246 [====>.........................] - ETA: 9:35 - loss: 230.3890 - logits_profile_predictions_loss: 227.7236 - logcount_predictions_loss: 0.3099 225/1246 [====>.........................] - ETA: 9:34 - loss: 230.3886 - logits_profile_predictions_loss: 227.7232 - logcount_predictions_loss: 0.3099 226/1246 [====>.........................] - ETA: 9:33 - loss: 230.3883 - logits_profile_predictions_loss: 227.7228 - logcount_predictions_loss: 0.3100 227/1246 [====>.........................] - ETA: 9:33 - loss: 230.3875 - logits_profile_predictions_loss: 227.7218 - logcount_predictions_loss: 0.3100 228/1246 [====>.........................] - ETA: 9:32 - loss: 230.3864 - logits_profile_predictions_loss: 227.7206 - logcount_predictions_loss: 0.3100 229/1246 [====>.........................] - ETA: 9:32 - loss: 230.3852 - logits_profile_predictions_loss: 227.7194 - logcount_predictions_loss: 0.3100 230/1246 [====>.........................] - ETA: 9:31 - loss: 230.3842 - logits_profile_predictions_loss: 227.7183 - logcount_predictions_loss: 0.3100 231/1246 [====>.........................] - ETA: 9:31 - loss: 230.3831 - logits_profile_predictions_loss: 227.7170 - logcount_predictions_loss: 0.3100 232/1246 [====>.........................] - ETA: 9:30 - loss: 230.3820 - logits_profile_predictions_loss: 227.7159 - logcount_predictions_loss: 0.3100 233/1246 [====>.........................] - ETA: 9:30 - loss: 230.3816 - logits_profile_predictions_loss: 227.7154 - logcount_predictions_loss: 0.3100 234/1246 [====>.........................] - ETA: 9:29 - loss: 230.3814 - logits_profile_predictions_loss: 227.7151 - logcount_predictions_loss: 0.3100 235/1246 [====>.........................] - ETA: 9:28 - loss: 230.3807 - logits_profile_predictions_loss: 227.7143 - logcount_predictions_loss: 0.3101 236/1246 [====>.........................] - ETA: 9:28 - loss: 230.3805 - logits_profile_predictions_loss: 227.7139 - logcount_predictions_loss: 0.3101 237/1246 [====>.........................] - ETA: 9:27 - loss: 230.3800 - logits_profile_predictions_loss: 227.7134 - logcount_predictions_loss: 0.3101 238/1246 [====>.........................] - ETA: 9:27 - loss: 230.3796 - logits_profile_predictions_loss: 227.7129 - logcount_predictions_loss: 0.3101 239/1246 [====>.........................] - ETA: 9:26 - loss: 230.3791 - logits_profile_predictions_loss: 227.7123 - logcount_predictions_loss: 0.3101 240/1246 [====>.........................] - ETA: 9:26 - loss: 230.3790 - logits_profile_predictions_loss: 227.7121 - logcount_predictions_loss: 0.3101 241/1246 [====>.........................] - ETA: 9:25 - loss: 230.3792 - logits_profile_predictions_loss: 227.7122 - logcount_predictions_loss: 0.3101 242/1246 [====>.........................] - ETA: 9:25 - loss: 230.3790 - logits_profile_predictions_loss: 227.7119 - logcount_predictions_loss: 0.3101 243/1246 [====>.........................] - ETA: 9:24 - loss: 230.3789 - logits_profile_predictions_loss: 227.7117 - logcount_predictions_loss: 0.3101 244/1246 [====>.........................] - ETA: 9:23 - loss: 230.3785 - logits_profile_predictions_loss: 227.7112 - logcount_predictions_loss: 0.3102 245/1246 [====>.........................] - ETA: 9:23 - loss: 230.3779 - logits_profile_predictions_loss: 227.7105 - logcount_predictions_loss: 0.3102 246/1246 [====>.........................] - ETA: 9:22 - loss: 230.3774 - logits_profile_predictions_loss: 227.7098 - logcount_predictions_loss: 0.3102 247/1246 [====>.........................] - ETA: 9:22 - loss: 230.3767 - logits_profile_predictions_loss: 227.7091 - logcount_predictions_loss: 0.3102 248/1246 [====>.........................] - ETA: 9:21 - loss: 230.3762 - logits_profile_predictions_loss: 227.7085 - logcount_predictions_loss: 0.3102 249/1246 [====>.........................] - ETA: 9:21 - loss: 230.3752 - logits_profile_predictions_loss: 227.7074 - logcount_predictions_loss: 0.3102 250/1246 [=====>........................] - ETA: 9:20 - loss: 230.3741 - logits_profile_predictions_loss: 227.7062 - logcount_predictions_loss: 0.3102 251/1246 [=====>........................] - ETA: 9:20 - loss: 230.3732 - logits_profile_predictions_loss: 227.7052 - logcount_predictions_loss: 0.3102 252/1246 [=====>........................] - ETA: 9:19 - loss: 230.3724 - logits_profile_predictions_loss: 227.7044 - logcount_predictions_loss: 0.3102 253/1246 [=====>........................] - ETA: 9:18 - loss: 230.3716 - logits_profile_predictions_loss: 227.7035 - logcount_predictions_loss: 0.3103 254/1246 [=====>........................] - ETA: 9:18 - loss: 230.3706 - logits_profile_predictions_loss: 227.7025 - logcount_predictions_loss: 0.3103 255/1246 [=====>........................] - ETA: 9:17 - loss: 230.3695 - logits_profile_predictions_loss: 227.7013 - logcount_predictions_loss: 0.3103 256/1246 [=====>........................] - ETA: 9:17 - loss: 230.3684 - logits_profile_predictions_loss: 227.7001 - logcount_predictions_loss: 0.3103 257/1246 [=====>........................] - ETA: 9:16 - loss: 230.3672 - logits_profile_predictions_loss: 227.6988 - logcount_predictions_loss: 0.3103 258/1246 [=====>........................] - ETA: 9:16 - loss: 230.3660 - logits_profile_predictions_loss: 227.6976 - logcount_predictions_loss: 0.3103 259/1246 [=====>........................] - ETA: 9:15 - loss: 230.3650 - logits_profile_predictions_loss: 227.6966 - logcount_predictions_loss: 0.3103 260/1246 [=====>........................] - ETA: 9:15 - loss: 230.3639 - logits_profile_predictions_loss: 227.6954 - logcount_predictions_loss: 0.3103 261/1246 [=====>........................] - ETA: 9:14 - loss: 230.3626 - logits_profile_predictions_loss: 227.6941 - logcount_predictions_loss: 0.3103 262/1246 [=====>........................] - ETA: 9:13 - loss: 230.3617 - logits_profile_predictions_loss: 227.6931 - logcount_predictions_loss: 0.3103 263/1246 [=====>........................] - ETA: 9:13 - loss: 230.3606 - logits_profile_predictions_loss: 227.6920 - logcount_predictions_loss: 0.3103 264/1246 [=====>........................] - ETA: 9:12 - loss: 230.3596 - logits_profile_predictions_loss: 227.6910 - logcount_predictions_loss: 0.3103 265/1246 [=====>........................] - ETA: 9:12 - loss: 230.3589 - logits_profile_predictions_loss: 227.6902 - logcount_predictions_loss: 0.3103 266/1246 [=====>........................] - ETA: 9:11 - loss: 230.3579 - logits_profile_predictions_loss: 227.6892 - logcount_predictions_loss: 0.3103 267/1246 [=====>........................] - ETA: 9:11 - loss: 230.3571 - logits_profile_predictions_loss: 227.6883 - logcount_predictions_loss: 0.3103 268/1246 [=====>........................] - ETA: 9:10 - loss: 230.3564 - logits_profile_predictions_loss: 227.6876 - logcount_predictions_loss: 0.3103 269/1246 [=====>........................] - ETA: 9:10 - loss: 230.3558 - logits_profile_predictions_loss: 227.6869 - logcount_predictions_loss: 0.3103 270/1246 [=====>........................] - ETA: 9:09 - loss: 230.3553 - logits_profile_predictions_loss: 227.6864 - logcount_predictions_loss: 0.3103 271/1246 [=====>........................] - ETA: 9:08 - loss: 230.3545 - logits_profile_predictions_loss: 227.6855 - logcount_predictions_loss: 0.3104 272/1246 [=====>........................] - ETA: 9:08 - loss: 230.3543 - logits_profile_predictions_loss: 227.6852 - logcount_predictions_loss: 0.3104 273/1246 [=====>........................] - ETA: 9:07 - loss: 230.3541 - logits_profile_predictions_loss: 227.6850 - logcount_predictions_loss: 0.3104 274/1246 [=====>........................] - ETA: 9:07 - loss: 230.3541 - logits_profile_predictions_loss: 227.6849 - logcount_predictions_loss: 0.3104 275/1246 [=====>........................] - ETA: 9:06 - loss: 230.3541 - logits_profile_predictions_loss: 227.6848 - logcount_predictions_loss: 0.3104 276/1246 [=====>........................] - ETA: 9:06 - loss: 230.3541 - logits_profile_predictions_loss: 227.6848 - logcount_predictions_loss: 0.3104 277/1246 [=====>........................] - ETA: 9:05 - loss: 230.3539 - logits_profile_predictions_loss: 227.6846 - logcount_predictions_loss: 0.3104 278/1246 [=====>........................] - ETA: 9:05 - loss: 230.3535 - logits_profile_predictions_loss: 227.6841 - logcount_predictions_loss: 0.3104 279/1246 [=====>........................] - ETA: 9:04 - loss: 230.3532 - logits_profile_predictions_loss: 227.6838 - logcount_predictions_loss: 0.3104 280/1246 [=====>........................] - ETA: 9:03 - loss: 230.3527 - logits_profile_predictions_loss: 227.6833 - logcount_predictions_loss: 0.3104 281/1246 [=====>........................] - ETA: 9:03 - loss: 230.3524 - logits_profile_predictions_loss: 227.6830 - logcount_predictions_loss: 0.3104 282/1246 [=====>........................] - ETA: 9:02 - loss: 230.3520 - logits_profile_predictions_loss: 227.6826 - logcount_predictions_loss: 0.3104 283/1246 [=====>........................] - ETA: 9:02 - loss: 230.3513 - logits_profile_predictions_loss: 227.6819 - logcount_predictions_loss: 0.3104 284/1246 [=====>........................] - ETA: 9:01 - loss: 230.3505 - logits_profile_predictions_loss: 227.6811 - logcount_predictions_loss: 0.3104 285/1246 [=====>........................] - ETA: 9:01 - loss: 230.3496 - logits_profile_predictions_loss: 227.6802 - logcount_predictions_loss: 0.3104 286/1246 [=====>........................] - ETA: 9:00 - loss: 230.3486 - logits_profile_predictions_loss: 227.6792 - logcount_predictions_loss: 0.3104 287/1246 [=====>........................] - ETA: 9:00 - loss: 230.3477 - logits_profile_predictions_loss: 227.6783 - logcount_predictions_loss: 0.3104 288/1246 [=====>........................] - ETA: 8:59 - loss: 230.3468 - logits_profile_predictions_loss: 227.6774 - logcount_predictions_loss: 0.3104 289/1246 [=====>........................] - ETA: 8:58 - loss: 230.3459 - logits_profile_predictions_loss: 227.6765 - logcount_predictions_loss: 0.3104 290/1246 [=====>........................] - ETA: 8:58 - loss: 230.3453 - logits_profile_predictions_loss: 227.6760 - logcount_predictions_loss: 0.3104 291/1246 [======>.......................] - ETA: 8:57 - loss: 230.3449 - logits_profile_predictions_loss: 227.6755 - logcount_predictions_loss: 0.3104 292/1246 [======>.......................] - ETA: 8:57 - loss: 230.3443 - logits_profile_predictions_loss: 227.6749 - logcount_predictions_loss: 0.3104 293/1246 [======>.......................] - ETA: 8:56 - loss: 230.3437 - logits_profile_predictions_loss: 227.6744 - logcount_predictions_loss: 0.3104 294/1246 [======>.......................] - ETA: 8:56 - loss: 230.3436 - logits_profile_predictions_loss: 227.6742 - logcount_predictions_loss: 0.3104 295/1246 [======>.......................] - ETA: 8:55 - loss: 230.3432 - logits_profile_predictions_loss: 227.6739 - logcount_predictions_loss: 0.3104 296/1246 [======>.......................] - ETA: 8:55 - loss: 230.3429 - logits_profile_predictions_loss: 227.6736 - logcount_predictions_loss: 0.3104 297/1246 [======>.......................] - ETA: 8:54 - loss: 230.3427 - logits_profile_predictions_loss: 227.6734 - logcount_predictions_loss: 0.3104 298/1246 [======>.......................] - ETA: 8:53 - loss: 230.3422 - logits_profile_predictions_loss: 227.6729 - logcount_predictions_loss: 0.3104 299/1246 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val_logits_profile_predictions_loss: 242.3412 - val_logcount_predictions_loss: 0.2907 + +Epoch 00004: val_loss improved from 245.93109 to 244.84105, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 5/50 + 1/1246 [..............................] - ETA: 12:03 - loss: 238.0579 - logits_profile_predictions_loss: 236.0564 - logcount_predictions_loss: 0.2327 2/1246 [..............................] - ETA: 11:42 - loss: 231.6959 - logits_profile_predictions_loss: 229.6418 - logcount_predictions_loss: 0.2389 3/1246 [..............................] - ETA: 11:42 - loss: 227.5411 - logits_profile_predictions_loss: 225.3655 - logcount_predictions_loss: 0.2530 4/1246 [..............................] - ETA: 11:41 - loss: 225.4987 - logits_profile_predictions_loss: 223.2674 - logcount_predictions_loss: 0.2595 5/1246 [..............................] - ETA: 11:40 - loss: 224.0386 - logits_profile_predictions_loss: 221.7990 - 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[..............................] - ETA: 11:25 - loss: 227.3448 - logits_profile_predictions_loss: 225.0653 - logcount_predictions_loss: 0.2651 33/1246 [..............................] - ETA: 11:24 - loss: 227.3494 - logits_profile_predictions_loss: 225.0676 - logcount_predictions_loss: 0.2653 34/1246 [..............................] - ETA: 11:24 - loss: 227.3515 - logits_profile_predictions_loss: 225.0677 - logcount_predictions_loss: 0.2656 35/1246 [..............................] - ETA: 11:23 - loss: 227.3555 - logits_profile_predictions_loss: 225.0696 - logcount_predictions_loss: 0.2658 36/1246 [..............................] - ETA: 11:23 - loss: 227.3721 - logits_profile_predictions_loss: 225.0844 - logcount_predictions_loss: 0.2660 37/1246 [..............................] - ETA: 11:22 - loss: 227.3815 - logits_profile_predictions_loss: 225.0920 - logcount_predictions_loss: 0.2662 38/1246 [..............................] - ETA: 11:22 - loss: 227.3999 - logits_profile_predictions_loss: 225.1086 - logcount_predictions_loss: 0.2664 39/1246 [..............................] - ETA: 11:21 - loss: 227.4044 - logits_profile_predictions_loss: 225.1117 - logcount_predictions_loss: 0.2666 40/1246 [..............................] - ETA: 11:21 - loss: 227.4191 - logits_profile_predictions_loss: 225.1248 - logcount_predictions_loss: 0.2668 41/1246 [..............................] - ETA: 11:20 - loss: 227.4349 - logits_profile_predictions_loss: 225.1386 - logcount_predictions_loss: 0.2670 42/1246 [>.............................] - ETA: 11:19 - loss: 227.4672 - logits_profile_predictions_loss: 225.1690 - logcount_predictions_loss: 0.2672 43/1246 [>.............................] - ETA: 11:19 - loss: 227.5031 - logits_profile_predictions_loss: 225.2028 - logcount_predictions_loss: 0.2675 44/1246 [>.............................] - ETA: 11:18 - loss: 227.5540 - logits_profile_predictions_loss: 225.2518 - logcount_predictions_loss: 0.2677 45/1246 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logits_profile_predictions_loss: 225.4481 - logcount_predictions_loss: 0.2687 52/1246 [>.............................] - ETA: 11:14 - loss: 227.7689 - logits_profile_predictions_loss: 225.4573 - logcount_predictions_loss: 0.2688 53/1246 [>.............................] - ETA: 11:13 - loss: 227.7806 - logits_profile_predictions_loss: 225.4678 - logcount_predictions_loss: 0.2689 54/1246 [>.............................] - ETA: 11:13 - loss: 227.7940 - logits_profile_predictions_loss: 225.4800 - logcount_predictions_loss: 0.2691 55/1246 [>.............................] - ETA: 11:12 - loss: 227.8081 - logits_profile_predictions_loss: 225.4930 - logcount_predictions_loss: 0.2692 56/1246 [>.............................] - ETA: 11:11 - loss: 227.8170 - logits_profile_predictions_loss: 225.5013 - logcount_predictions_loss: 0.2693 57/1246 [>.............................] - ETA: 11:11 - loss: 227.8290 - logits_profile_predictions_loss: 225.5125 - logcount_predictions_loss: 0.2694 58/1246 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logits_profile_predictions_loss: 225.6096 - logcount_predictions_loss: 0.2700 65/1246 [>.............................] - ETA: 11:06 - loss: 227.9404 - logits_profile_predictions_loss: 225.6176 - logcount_predictions_loss: 0.2701 66/1246 [>.............................] - ETA: 11:06 - loss: 227.9417 - logits_profile_predictions_loss: 225.6179 - logcount_predictions_loss: 0.2702 67/1246 [>.............................] - ETA: 11:05 - loss: 227.9464 - logits_profile_predictions_loss: 225.6217 - logcount_predictions_loss: 0.2703 68/1246 [>.............................] - ETA: 11:05 - loss: 227.9549 - logits_profile_predictions_loss: 225.6292 - logcount_predictions_loss: 0.2704 69/1246 [>.............................] - ETA: 11:04 - loss: 227.9631 - logits_profile_predictions_loss: 225.6363 - logcount_predictions_loss: 0.2706 70/1246 [>.............................] - ETA: 11:04 - loss: 227.9717 - logits_profile_predictions_loss: 225.6438 - logcount_predictions_loss: 0.2707 71/1246 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logits_profile_predictions_loss: 225.7140 - logcount_predictions_loss: 0.2714 78/1246 [>.............................] - ETA: 10:59 - loss: 228.0530 - logits_profile_predictions_loss: 225.7177 - logcount_predictions_loss: 0.2715 79/1246 [>.............................] - ETA: 10:59 - loss: 228.0596 - logits_profile_predictions_loss: 225.7235 - logcount_predictions_loss: 0.2716 80/1246 [>.............................] - ETA: 10:58 - loss: 228.0661 - logits_profile_predictions_loss: 225.7291 - logcount_predictions_loss: 0.2717 81/1246 [>.............................] - ETA: 10:57 - loss: 228.0744 - logits_profile_predictions_loss: 225.7368 - logcount_predictions_loss: 0.2718 82/1246 [>.............................] - ETA: 10:57 - loss: 228.0837 - logits_profile_predictions_loss: 225.7453 - logcount_predictions_loss: 0.2719 83/1246 [>.............................] - ETA: 10:56 - loss: 228.0923 - logits_profile_predictions_loss: 225.7533 - logcount_predictions_loss: 0.2720 84/1246 [=>............................] - ETA: 10:56 - loss: 228.0997 - logits_profile_predictions_loss: 225.7600 - logcount_predictions_loss: 0.2721 85/1246 [=>............................] - ETA: 10:55 - loss: 228.1054 - logits_profile_predictions_loss: 225.7649 - logcount_predictions_loss: 0.2722 86/1246 [=>............................] - ETA: 10:55 - loss: 228.1114 - logits_profile_predictions_loss: 225.7699 - logcount_predictions_loss: 0.2723 87/1246 [=>............................] - ETA: 10:54 - loss: 228.1176 - logits_profile_predictions_loss: 225.7754 - logcount_predictions_loss: 0.2724 88/1246 [=>............................] - ETA: 10:53 - loss: 228.1236 - logits_profile_predictions_loss: 225.7804 - logcount_predictions_loss: 0.2725 89/1246 [=>............................] - ETA: 10:53 - loss: 228.1266 - logits_profile_predictions_loss: 225.7824 - logcount_predictions_loss: 0.2726 90/1246 [=>............................] - ETA: 10:52 - loss: 228.1289 - logits_profile_predictions_loss: 225.7837 - logcount_predictions_loss: 0.2727 91/1246 [=>............................] - ETA: 10:52 - loss: 228.1312 - logits_profile_predictions_loss: 225.7849 - logcount_predictions_loss: 0.2728 92/1246 [=>............................] - ETA: 10:51 - loss: 228.1314 - logits_profile_predictions_loss: 225.7841 - logcount_predictions_loss: 0.2729 93/1246 [=>............................] - ETA: 10:51 - loss: 228.1314 - logits_profile_predictions_loss: 225.7832 - logcount_predictions_loss: 0.2730 94/1246 [=>............................] - ETA: 10:50 - loss: 228.1319 - logits_profile_predictions_loss: 225.7829 - logcount_predictions_loss: 0.2731 95/1246 [=>............................] - ETA: 10:49 - loss: 228.1325 - logits_profile_predictions_loss: 225.7826 - logcount_predictions_loss: 0.2732 96/1246 [=>............................] - ETA: 10:49 - loss: 228.1311 - logits_profile_predictions_loss: 225.7805 - logcount_predictions_loss: 0.2733 97/1246 [=>............................] - ETA: 10:48 - loss: 228.1301 - logits_profile_predictions_loss: 225.7787 - logcount_predictions_loss: 0.2734 98/1246 [=>............................] - ETA: 10:48 - loss: 228.1283 - logits_profile_predictions_loss: 225.7761 - logcount_predictions_loss: 0.2735 99/1246 [=>............................] - ETA: 10:47 - loss: 228.1273 - logits_profile_predictions_loss: 225.7743 - logcount_predictions_loss: 0.2736 100/1246 [=>............................] - ETA: 10:47 - loss: 228.1275 - logits_profile_predictions_loss: 225.7737 - logcount_predictions_loss: 0.2737 101/1246 [=>............................] - ETA: 10:46 - loss: 228.1270 - logits_profile_predictions_loss: 225.7723 - logcount_predictions_loss: 0.2738 102/1246 [=>............................] - ETA: 10:46 - loss: 228.1274 - logits_profile_predictions_loss: 225.7716 - logcount_predictions_loss: 0.2739 103/1246 [=>............................] - ETA: 10:45 - loss: 228.1293 - 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[=>............................] - ETA: 10:41 - loss: 228.1237 - logits_profile_predictions_loss: 225.7603 - logcount_predictions_loss: 0.2748 111/1246 [=>............................] - ETA: 10:40 - loss: 228.1194 - logits_profile_predictions_loss: 225.7552 - logcount_predictions_loss: 0.2749 112/1246 [=>............................] - ETA: 10:40 - loss: 228.1139 - logits_profile_predictions_loss: 225.7489 - logcount_predictions_loss: 0.2750 113/1246 [=>............................] - ETA: 10:39 - loss: 228.1085 - logits_profile_predictions_loss: 225.7428 - logcount_predictions_loss: 0.2751 114/1246 [=>............................] - ETA: 10:39 - loss: 228.1028 - logits_profile_predictions_loss: 225.7364 - logcount_predictions_loss: 0.2752 115/1246 [=>............................] - ETA: 10:38 - loss: 228.0948 - logits_profile_predictions_loss: 225.7276 - logcount_predictions_loss: 0.2753 116/1246 [=>............................] - ETA: 10:38 - loss: 228.0862 - 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[=>............................] - ETA: 10:34 - loss: 228.0420 - logits_profile_predictions_loss: 225.6692 - logcount_predictions_loss: 0.2759 124/1246 [=>............................] - ETA: 10:33 - loss: 228.0373 - logits_profile_predictions_loss: 225.6638 - logcount_predictions_loss: 0.2760 125/1246 [==>...........................] - ETA: 10:33 - loss: 228.0322 - logits_profile_predictions_loss: 225.6581 - logcount_predictions_loss: 0.2761 126/1246 [==>...........................] - ETA: 10:32 - loss: 228.0269 - logits_profile_predictions_loss: 225.6522 - logcount_predictions_loss: 0.2761 127/1246 [==>...........................] - ETA: 10:31 - loss: 228.0202 - logits_profile_predictions_loss: 225.6449 - logcount_predictions_loss: 0.2762 128/1246 [==>...........................] - ETA: 10:31 - loss: 228.0130 - logits_profile_predictions_loss: 225.6372 - logcount_predictions_loss: 0.2763 129/1246 [==>...........................] - ETA: 10:30 - loss: 228.0063 - 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[==>...........................] - ETA: 10:26 - loss: 227.9693 - logits_profile_predictions_loss: 225.5899 - logcount_predictions_loss: 0.2767 137/1246 [==>...........................] - ETA: 10:26 - loss: 227.9642 - logits_profile_predictions_loss: 225.5844 - logcount_predictions_loss: 0.2767 138/1246 [==>...........................] - ETA: 10:25 - loss: 227.9587 - logits_profile_predictions_loss: 225.5784 - logcount_predictions_loss: 0.2768 139/1246 [==>...........................] - ETA: 10:25 - loss: 227.9533 - logits_profile_predictions_loss: 225.5726 - logcount_predictions_loss: 0.2768 140/1246 [==>...........................] - ETA: 10:24 - loss: 227.9480 - logits_profile_predictions_loss: 225.5669 - logcount_predictions_loss: 0.2769 141/1246 [==>...........................] - ETA: 10:24 - loss: 227.9433 - logits_profile_predictions_loss: 225.5617 - logcount_predictions_loss: 0.2769 142/1246 [==>...........................] - ETA: 10:23 - loss: 227.9395 - 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[==>...........................] - ETA: 10:19 - loss: 227.9367 - logits_profile_predictions_loss: 225.5518 - logcount_predictions_loss: 0.2773 150/1246 [==>...........................] - ETA: 10:18 - loss: 227.9365 - logits_profile_predictions_loss: 225.5511 - logcount_predictions_loss: 0.2774 151/1246 [==>...........................] - ETA: 10:18 - loss: 227.9367 - logits_profile_predictions_loss: 225.5508 - logcount_predictions_loss: 0.2774 152/1246 [==>...........................] - ETA: 10:17 - loss: 227.9367 - logits_profile_predictions_loss: 225.5504 - logcount_predictions_loss: 0.2775 153/1246 [==>...........................] - ETA: 10:17 - loss: 227.9360 - logits_profile_predictions_loss: 225.5494 - logcount_predictions_loss: 0.2775 154/1246 [==>...........................] - ETA: 10:16 - loss: 227.9351 - logits_profile_predictions_loss: 225.5482 - logcount_predictions_loss: 0.2776 155/1246 [==>...........................] - ETA: 10:16 - loss: 227.9364 - 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[==>...........................] - ETA: 10:12 - loss: 227.9529 - logits_profile_predictions_loss: 225.5634 - logcount_predictions_loss: 0.2778 163/1246 [==>...........................] - ETA: 10:11 - loss: 227.9565 - logits_profile_predictions_loss: 225.5667 - logcount_predictions_loss: 0.2779 164/1246 [==>...........................] - ETA: 10:11 - loss: 227.9595 - logits_profile_predictions_loss: 225.5694 - logcount_predictions_loss: 0.2779 165/1246 [==>...........................] - ETA: 10:10 - loss: 227.9626 - logits_profile_predictions_loss: 225.5722 - logcount_predictions_loss: 0.2780 166/1246 [==>...........................] - ETA: 10:09 - loss: 227.9660 - logits_profile_predictions_loss: 225.5753 - logcount_predictions_loss: 0.2780 167/1246 [===>..........................] - ETA: 10:09 - loss: 227.9695 - logits_profile_predictions_loss: 225.5786 - logcount_predictions_loss: 0.2780 168/1246 [===>..........................] - ETA: 10:08 - loss: 227.9723 - 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[===>..........................] - ETA: 10:04 - loss: 227.9909 - logits_profile_predictions_loss: 225.5981 - logcount_predictions_loss: 0.2782 176/1246 [===>..........................] - ETA: 10:04 - loss: 227.9934 - logits_profile_predictions_loss: 225.6004 - logcount_predictions_loss: 0.2783 177/1246 [===>..........................] - ETA: 10:03 - loss: 227.9955 - logits_profile_predictions_loss: 225.6022 - logcount_predictions_loss: 0.2783 178/1246 [===>..........................] - ETA: 10:03 - loss: 227.9986 - logits_profile_predictions_loss: 225.6051 - logcount_predictions_loss: 0.2783 179/1246 [===>..........................] - ETA: 10:02 - loss: 228.0016 - logits_profile_predictions_loss: 225.6078 - logcount_predictions_loss: 0.2783 180/1246 [===>..........................] - ETA: 10:02 - loss: 228.0047 - logits_profile_predictions_loss: 225.6106 - logcount_predictions_loss: 0.2784 181/1246 [===>..........................] - ETA: 10:01 - loss: 228.0083 - logits_profile_predictions_loss: 225.6140 - logcount_predictions_loss: 0.2784 182/1246 [===>..........................] - ETA: 10:01 - loss: 228.0119 - logits_profile_predictions_loss: 225.6174 - logcount_predictions_loss: 0.2784 183/1246 [===>..........................] - ETA: 10:00 - loss: 228.0153 - logits_profile_predictions_loss: 225.6205 - logcount_predictions_loss: 0.2785 184/1246 [===>..........................] - ETA: 9:59 - loss: 228.0193 - logits_profile_predictions_loss: 225.6242 - logcount_predictions_loss: 0.2785  185/1246 [===>..........................] - ETA: 9:59 - loss: 228.0235 - logits_profile_predictions_loss: 225.6282 - logcount_predictions_loss: 0.2785 186/1246 [===>..........................] - ETA: 9:58 - loss: 228.0279 - logits_profile_predictions_loss: 225.6323 - logcount_predictions_loss: 0.2786 187/1246 [===>..........................] - ETA: 9:58 - loss: 228.0321 - logits_profile_predictions_loss: 225.6362 - logcount_predictions_loss: 0.2786 188/1246 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logits_profile_predictions_loss: 225.6665 - logcount_predictions_loss: 0.2788 195/1246 [===>..........................] - ETA: 9:53 - loss: 228.0689 - logits_profile_predictions_loss: 225.6713 - logcount_predictions_loss: 0.2788 196/1246 [===>..........................] - ETA: 9:53 - loss: 228.0737 - logits_profile_predictions_loss: 225.6759 - logcount_predictions_loss: 0.2788 197/1246 [===>..........................] - ETA: 9:52 - loss: 228.0789 - logits_profile_predictions_loss: 225.6809 - logcount_predictions_loss: 0.2788 198/1246 [===>..........................] - ETA: 9:52 - loss: 228.0836 - logits_profile_predictions_loss: 225.6854 - logcount_predictions_loss: 0.2789 199/1246 [===>..........................] - ETA: 9:51 - loss: 228.0883 - logits_profile_predictions_loss: 225.6899 - logcount_predictions_loss: 0.2789 200/1246 [===>..........................] - ETA: 9:50 - loss: 228.0924 - logits_profile_predictions_loss: 225.6939 - logcount_predictions_loss: 0.2789 201/1246 [===>..........................] - ETA: 9:50 - loss: 228.0965 - logits_profile_predictions_loss: 225.6978 - logcount_predictions_loss: 0.2789 202/1246 [===>..........................] - ETA: 9:49 - loss: 228.1004 - logits_profile_predictions_loss: 225.7016 - logcount_predictions_loss: 0.2789 203/1246 [===>..........................] - ETA: 9:49 - loss: 228.1042 - logits_profile_predictions_loss: 225.7052 - logcount_predictions_loss: 0.2790 204/1246 [===>..........................] - ETA: 9:48 - loss: 228.1085 - logits_profile_predictions_loss: 225.7094 - logcount_predictions_loss: 0.2790 205/1246 [===>..........................] - ETA: 9:48 - loss: 228.1130 - logits_profile_predictions_loss: 225.7137 - logcount_predictions_loss: 0.2790 206/1246 [===>..........................] - ETA: 9:47 - loss: 228.1175 - logits_profile_predictions_loss: 225.7181 - logcount_predictions_loss: 0.2790 207/1246 [===>..........................] - ETA: 9:46 - loss: 228.1224 - logits_profile_predictions_loss: 225.7229 - logcount_predictions_loss: 0.2790 208/1246 [====>.........................] - ETA: 9:46 - loss: 228.1270 - logits_profile_predictions_loss: 225.7273 - logcount_predictions_loss: 0.2790 209/1246 [====>.........................] - ETA: 9:45 - loss: 228.1314 - logits_profile_predictions_loss: 225.7315 - logcount_predictions_loss: 0.2790 210/1246 [====>.........................] - ETA: 9:45 - loss: 228.1356 - logits_profile_predictions_loss: 225.7355 - logcount_predictions_loss: 0.2791 211/1246 [====>.........................] - ETA: 9:44 - loss: 228.1398 - logits_profile_predictions_loss: 225.7396 - logcount_predictions_loss: 0.2791 212/1246 [====>.........................] - ETA: 9:44 - loss: 228.1435 - logits_profile_predictions_loss: 225.7432 - logcount_predictions_loss: 0.2791 213/1246 [====>.........................] - ETA: 9:43 - loss: 228.1475 - logits_profile_predictions_loss: 225.7470 - logcount_predictions_loss: 0.2791 214/1246 [====>.........................] - ETA: 9:42 - loss: 228.1516 - logits_profile_predictions_loss: 225.7508 - logcount_predictions_loss: 0.2792 215/1246 [====>.........................] - ETA: 9:42 - loss: 228.1555 - logits_profile_predictions_loss: 225.7546 - logcount_predictions_loss: 0.2792 216/1246 [====>.........................] - ETA: 9:41 - loss: 228.1593 - logits_profile_predictions_loss: 225.7582 - logcount_predictions_loss: 0.2792 217/1246 [====>.........................] - ETA: 9:41 - loss: 228.1629 - logits_profile_predictions_loss: 225.7616 - logcount_predictions_loss: 0.2792 218/1246 [====>.........................] - ETA: 9:40 - loss: 228.1665 - logits_profile_predictions_loss: 225.7650 - logcount_predictions_loss: 0.2792 219/1246 [====>.........................] - ETA: 9:40 - loss: 228.1704 - logits_profile_predictions_loss: 225.7687 - logcount_predictions_loss: 0.2793 220/1246 [====>.........................] - ETA: 9:39 - loss: 228.1741 - logits_profile_predictions_loss: 225.7723 - logcount_predictions_loss: 0.2793 221/1246 [====>.........................] - ETA: 9:39 - loss: 228.1778 - logits_profile_predictions_loss: 225.7757 - logcount_predictions_loss: 0.2793 222/1246 [====>.........................] - ETA: 9:38 - loss: 228.1819 - logits_profile_predictions_loss: 225.7796 - logcount_predictions_loss: 0.2793 223/1246 [====>.........................] - ETA: 9:37 - loss: 228.1858 - logits_profile_predictions_loss: 225.7834 - logcount_predictions_loss: 0.2794 224/1246 [====>.........................] - ETA: 9:37 - loss: 228.1897 - logits_profile_predictions_loss: 225.7870 - logcount_predictions_loss: 0.2794 225/1246 [====>.........................] - ETA: 9:36 - loss: 228.1932 - logits_profile_predictions_loss: 225.7903 - logcount_predictions_loss: 0.2794 226/1246 [====>.........................] - ETA: 9:36 - loss: 228.1970 - logits_profile_predictions_loss: 225.7939 - logcount_predictions_loss: 0.2794 227/1246 [====>.........................] - ETA: 9:35 - loss: 228.2006 - logits_profile_predictions_loss: 225.7973 - logcount_predictions_loss: 0.2794 228/1246 [====>.........................] - ETA: 9:35 - loss: 228.2040 - logits_profile_predictions_loss: 225.8005 - logcount_predictions_loss: 0.2795 229/1246 [====>.........................] - ETA: 9:34 - loss: 228.2070 - logits_profile_predictions_loss: 225.8033 - logcount_predictions_loss: 0.2795 230/1246 [====>.........................] - ETA: 9:34 - loss: 228.2096 - logits_profile_predictions_loss: 225.8058 - logcount_predictions_loss: 0.2795 231/1246 [====>.........................] - ETA: 9:33 - loss: 228.2121 - logits_profile_predictions_loss: 225.8080 - logcount_predictions_loss: 0.2795 232/1246 [====>.........................] - ETA: 9:32 - loss: 228.2142 - logits_profile_predictions_loss: 225.8099 - logcount_predictions_loss: 0.2796 233/1246 [====>.........................] - ETA: 9:32 - loss: 228.2163 - logits_profile_predictions_loss: 225.8119 - logcount_predictions_loss: 0.2796 234/1246 [====>.........................] - ETA: 9:31 - loss: 228.2184 - logits_profile_predictions_loss: 225.8138 - logcount_predictions_loss: 0.2796 235/1246 [====>.........................] - ETA: 9:31 - loss: 228.2206 - logits_profile_predictions_loss: 225.8158 - logcount_predictions_loss: 0.2796 236/1246 [====>.........................] - ETA: 9:30 - loss: 228.2234 - logits_profile_predictions_loss: 225.8185 - logcount_predictions_loss: 0.2796 237/1246 [====>.........................] - ETA: 9:30 - loss: 228.2264 - logits_profile_predictions_loss: 225.8213 - logcount_predictions_loss: 0.2797 238/1246 [====>.........................] - ETA: 9:29 - loss: 228.2295 - logits_profile_predictions_loss: 225.8242 - logcount_predictions_loss: 0.2797 239/1246 [====>.........................] - ETA: 9:28 - loss: 228.2326 - logits_profile_predictions_loss: 225.8271 - logcount_predictions_loss: 0.2797 240/1246 [====>.........................] - ETA: 9:28 - loss: 228.2356 - logits_profile_predictions_loss: 225.8299 - logcount_predictions_loss: 0.2797 241/1246 [====>.........................] - ETA: 9:27 - loss: 228.2389 - logits_profile_predictions_loss: 225.8331 - logcount_predictions_loss: 0.2797 242/1246 [====>.........................] - ETA: 9:27 - loss: 228.2420 - logits_profile_predictions_loss: 225.8360 - logcount_predictions_loss: 0.2798 243/1246 [====>.........................] - ETA: 9:26 - loss: 228.2449 - logits_profile_predictions_loss: 225.8387 - logcount_predictions_loss: 0.2798 244/1246 [====>.........................] - ETA: 9:26 - loss: 228.2477 - logits_profile_predictions_loss: 225.8413 - logcount_predictions_loss: 0.2798 245/1246 [====>.........................] - ETA: 9:25 - loss: 228.2502 - logits_profile_predictions_loss: 225.8437 - logcount_predictions_loss: 0.2798 246/1246 [====>.........................] - ETA: 9:24 - loss: 228.2529 - logits_profile_predictions_loss: 225.8462 - logcount_predictions_loss: 0.2798 247/1246 [====>.........................] - ETA: 9:24 - loss: 228.2555 - logits_profile_predictions_loss: 225.8486 - logcount_predictions_loss: 0.2799 248/1246 [====>.........................] - ETA: 9:23 - loss: 228.2584 - logits_profile_predictions_loss: 225.8513 - logcount_predictions_loss: 0.2799 249/1246 [====>.........................] - ETA: 9:23 - loss: 228.2612 - logits_profile_predictions_loss: 225.8539 - logcount_predictions_loss: 0.2799 250/1246 [=====>........................] - ETA: 9:22 - loss: 228.2641 - logits_profile_predictions_loss: 225.8567 - logcount_predictions_loss: 0.2799 251/1246 [=====>........................] - ETA: 9:22 - loss: 228.2672 - logits_profile_predictions_loss: 225.8597 - logcount_predictions_loss: 0.2799 252/1246 [=====>........................] - ETA: 9:21 - loss: 228.2702 - logits_profile_predictions_loss: 225.8625 - logcount_predictions_loss: 0.2800 253/1246 [=====>........................] - ETA: 9:21 - loss: 228.2729 - logits_profile_predictions_loss: 225.8650 - logcount_predictions_loss: 0.2800 254/1246 [=====>........................] - ETA: 9:20 - loss: 228.2755 - logits_profile_predictions_loss: 225.8675 - logcount_predictions_loss: 0.2800 255/1246 [=====>........................] - ETA: 9:19 - loss: 228.2780 - logits_profile_predictions_loss: 225.8698 - logcount_predictions_loss: 0.2800 256/1246 [=====>........................] - ETA: 9:19 - loss: 228.2807 - logits_profile_predictions_loss: 225.8723 - logcount_predictions_loss: 0.2800 257/1246 [=====>........................] - ETA: 9:18 - loss: 228.2833 - logits_profile_predictions_loss: 225.8748 - logcount_predictions_loss: 0.2801 258/1246 [=====>........................] - ETA: 9:18 - loss: 228.2858 - logits_profile_predictions_loss: 225.8771 - logcount_predictions_loss: 0.2801 259/1246 [=====>........................] - ETA: 9:17 - loss: 228.2882 - logits_profile_predictions_loss: 225.8794 - logcount_predictions_loss: 0.2801 260/1246 [=====>........................] - ETA: 9:17 - loss: 228.2907 - logits_profile_predictions_loss: 225.8816 - logcount_predictions_loss: 0.2801 261/1246 [=====>........................] - ETA: 9:16 - loss: 228.2932 - logits_profile_predictions_loss: 225.8840 - logcount_predictions_loss: 0.2801 262/1246 [=====>........................] - ETA: 9:15 - loss: 228.2956 - logits_profile_predictions_loss: 225.8863 - logcount_predictions_loss: 0.2802 263/1246 [=====>........................] - ETA: 9:15 - loss: 228.2983 - logits_profile_predictions_loss: 225.8888 - logcount_predictions_loss: 0.2802 264/1246 [=====>........................] - ETA: 9:14 - loss: 228.3017 - logits_profile_predictions_loss: 225.8921 - logcount_predictions_loss: 0.2802 265/1246 [=====>........................] - ETA: 9:14 - loss: 228.3049 - logits_profile_predictions_loss: 225.8952 - logcount_predictions_loss: 0.2802 266/1246 [=====>........................] - ETA: 9:13 - loss: 228.3083 - logits_profile_predictions_loss: 225.8984 - logcount_predictions_loss: 0.2802 267/1246 [=====>........................] - ETA: 9:13 - loss: 228.3117 - logits_profile_predictions_loss: 225.9016 - logcount_predictions_loss: 0.2802 268/1246 [=====>........................] - ETA: 9:12 - loss: 228.3153 - logits_profile_predictions_loss: 225.9052 - logcount_predictions_loss: 0.2802 269/1246 [=====>........................] - ETA: 9:11 - loss: 228.3191 - logits_profile_predictions_loss: 225.9087 - logcount_predictions_loss: 0.2803 270/1246 [=====>........................] - ETA: 9:11 - loss: 228.3229 - logits_profile_predictions_loss: 225.9125 - logcount_predictions_loss: 0.2803 271/1246 [=====>........................] - ETA: 9:10 - loss: 228.3268 - logits_profile_predictions_loss: 225.9162 - logcount_predictions_loss: 0.2803 272/1246 [=====>........................] - ETA: 9:10 - loss: 228.3308 - logits_profile_predictions_loss: 225.9200 - logcount_predictions_loss: 0.2803 273/1246 [=====>........................] - ETA: 9:09 - loss: 228.3347 - logits_profile_predictions_loss: 225.9238 - logcount_predictions_loss: 0.2803 274/1246 [=====>........................] - ETA: 9:09 - loss: 228.3386 - logits_profile_predictions_loss: 225.9275 - logcount_predictions_loss: 0.2804 275/1246 [=====>........................] - ETA: 9:08 - loss: 228.3428 - logits_profile_predictions_loss: 225.9316 - logcount_predictions_loss: 0.2804 276/1246 [=====>........................] - ETA: 9:08 - loss: 228.3467 - logits_profile_predictions_loss: 225.9353 - logcount_predictions_loss: 0.2804 277/1246 [=====>........................] - ETA: 9:07 - loss: 228.3505 - logits_profile_predictions_loss: 225.9389 - logcount_predictions_loss: 0.2804 278/1246 [=====>........................] - ETA: 9:06 - loss: 228.3541 - logits_profile_predictions_loss: 225.9425 - logcount_predictions_loss: 0.2804 279/1246 [=====>........................] - ETA: 9:06 - loss: 228.3580 - logits_profile_predictions_loss: 225.9462 - logcount_predictions_loss: 0.2804 280/1246 [=====>........................] - ETA: 9:05 - loss: 228.3619 - logits_profile_predictions_loss: 225.9499 - logcount_predictions_loss: 0.2805 281/1246 [=====>........................] - ETA: 9:05 - loss: 228.3660 - logits_profile_predictions_loss: 225.9538 - logcount_predictions_loss: 0.2805 282/1246 [=====>........................] - ETA: 9:04 - loss: 228.3700 - logits_profile_predictions_loss: 225.9578 - logcount_predictions_loss: 0.2805 283/1246 [=====>........................] - ETA: 9:04 - loss: 228.3741 - logits_profile_predictions_loss: 225.9617 - logcount_predictions_loss: 0.2805 284/1246 [=====>........................] - ETA: 9:03 - loss: 228.3782 - logits_profile_predictions_loss: 225.9657 - logcount_predictions_loss: 0.2805 285/1246 [=====>........................] - ETA: 9:02 - loss: 228.3822 - logits_profile_predictions_loss: 225.9695 - logcount_predictions_loss: 0.2805 286/1246 [=====>........................] - ETA: 9:02 - loss: 228.3860 - logits_profile_predictions_loss: 225.9732 - logcount_predictions_loss: 0.2806 287/1246 [=====>........................] - ETA: 9:01 - loss: 228.3896 - logits_profile_predictions_loss: 225.9767 - logcount_predictions_loss: 0.2806 288/1246 [=====>........................] - ETA: 9:01 - loss: 228.3931 - logits_profile_predictions_loss: 225.9800 - logcount_predictions_loss: 0.2806 289/1246 [=====>........................] - ETA: 9:00 - loss: 228.3962 - logits_profile_predictions_loss: 225.9830 - logcount_predictions_loss: 0.2806 290/1246 [=====>........................] - ETA: 9:00 - loss: 228.3993 - logits_profile_predictions_loss: 225.9860 - logcount_predictions_loss: 0.2806 291/1246 [======>.......................] - ETA: 8:59 - loss: 228.4022 - logits_profile_predictions_loss: 225.9888 - logcount_predictions_loss: 0.2806 292/1246 [======>.......................] - ETA: 8:58 - loss: 228.4049 - logits_profile_predictions_loss: 225.9913 - logcount_predictions_loss: 0.2806 293/1246 [======>.......................] - ETA: 8:58 - loss: 228.4079 - logits_profile_predictions_loss: 225.9943 - logcount_predictions_loss: 0.2807 294/1246 [======>.......................] - ETA: 8:57 - loss: 228.4109 - logits_profile_predictions_loss: 225.9971 - logcount_predictions_loss: 0.2807 295/1246 [======>.......................] - ETA: 8:57 - loss: 228.4137 - logits_profile_predictions_loss: 225.9998 - logcount_predictions_loss: 0.2807 296/1246 [======>.......................] - ETA: 8:56 - loss: 228.4165 - logits_profile_predictions_loss: 226.0026 - logcount_predictions_loss: 0.2807 297/1246 [======>.......................] - ETA: 8:56 - loss: 228.4193 - logits_profile_predictions_loss: 226.0052 - logcount_predictions_loss: 0.2807 298/1246 [======>.......................] - ETA: 8:55 - loss: 228.4222 - logits_profile_predictions_loss: 226.0080 - logcount_predictions_loss: 0.2807 299/1246 [======>.......................] - ETA: 8:55 - loss: 228.4252 - logits_profile_predictions_loss: 226.0108 - logcount_predictions_loss: 0.2807 300/1246 [======>.......................] - ETA: 8:54 - loss: 228.4279 - logits_profile_predictions_loss: 226.0135 - logcount_predictions_loss: 0.2807 301/1246 [======>.......................] - ETA: 8:53 - loss: 228.4308 - logits_profile_predictions_loss: 226.0163 - logcount_predictions_loss: 0.2808 302/1246 [======>.......................] - ETA: 8:53 - loss: 228.4337 - logits_profile_predictions_loss: 226.0191 - logcount_predictions_loss: 0.2808 303/1246 [======>.......................] - ETA: 8:52 - loss: 228.4366 - logits_profile_predictions_loss: 226.0219 - logcount_predictions_loss: 0.2808 304/1246 [======>.......................] - ETA: 8:52 - loss: 228.4397 - logits_profile_predictions_loss: 226.0248 - logcount_predictions_loss: 0.2808 305/1246 [======>.......................] - ETA: 8:51 - loss: 228.4426 - logits_profile_predictions_loss: 226.0276 - logcount_predictions_loss: 0.2808 306/1246 [======>.......................] - ETA: 8:51 - loss: 228.4456 - logits_profile_predictions_loss: 226.0305 - logcount_predictions_loss: 0.2808 307/1246 [======>.......................] - ETA: 8:50 - loss: 228.4486 - logits_profile_predictions_loss: 226.0334 - logcount_predictions_loss: 0.2808 308/1246 [======>.......................] - ETA: 8:49 - loss: 228.4513 - logits_profile_predictions_loss: 226.0360 - logcount_predictions_loss: 0.2809 309/1246 [======>.......................] - ETA: 8:49 - loss: 228.4540 - logits_profile_predictions_loss: 226.0386 - logcount_predictions_loss: 0.2809 310/1246 [======>.......................] - ETA: 8:48 - loss: 228.4569 - logits_profile_predictions_loss: 226.0413 - logcount_predictions_loss: 0.2809 311/1246 [======>.......................] - ETA: 8:48 - loss: 228.4599 - 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0.2900 - val_loss: 244.1488 - val_logits_profile_predictions_loss: 241.7413 - val_logcount_predictions_loss: 0.2799 + +Epoch 00005: val_loss improved from 244.84105 to 244.14880, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 6/50 + 1/1246 [..............................] - ETA: 12:08 - loss: 247.6044 - logits_profile_predictions_loss: 246.1130 - logcount_predictions_loss: 0.1734 2/1246 [..............................] - ETA: 11:42 - loss: 244.9228 - logits_profile_predictions_loss: 243.2735 - logcount_predictions_loss: 0.1918 3/1246 [..............................] - ETA: 11:41 - loss: 242.7065 - logits_profile_predictions_loss: 241.0269 - logcount_predictions_loss: 0.1953 4/1246 [..............................] - ETA: 11:41 - loss: 240.9116 - logits_profile_predictions_loss: 239.1416 - logcount_predictions_loss: 0.2058 5/1246 [..............................] - ETA: 11:40 - loss: 240.5635 - 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[..............................] - ETA: 11:36 - loss: 237.2606 - logits_profile_predictions_loss: 235.2040 - logcount_predictions_loss: 0.2391 13/1246 [..............................] - ETA: 11:36 - loss: 236.9819 - logits_profile_predictions_loss: 234.9135 - logcount_predictions_loss: 0.2405 14/1246 [..............................] - ETA: 11:35 - loss: 236.7238 - logits_profile_predictions_loss: 234.6457 - logcount_predictions_loss: 0.2416 15/1246 [..............................] - ETA: 11:35 - loss: 236.5043 - logits_profile_predictions_loss: 234.4146 - logcount_predictions_loss: 0.2430 16/1246 [..............................] - ETA: 11:34 - loss: 236.3268 - logits_profile_predictions_loss: 234.2268 - logcount_predictions_loss: 0.2442 17/1246 [..............................] - ETA: 11:33 - loss: 236.1067 - logits_profile_predictions_loss: 233.9949 - logcount_predictions_loss: 0.2456 18/1246 [..............................] - ETA: 11:33 - loss: 235.8499 - 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[..............................] - ETA: 11:29 - loss: 235.1409 - logits_profile_predictions_loss: 232.9400 - logcount_predictions_loss: 0.2559 26/1246 [..............................] - ETA: 11:28 - loss: 235.1052 - logits_profile_predictions_loss: 232.8964 - logcount_predictions_loss: 0.2568 27/1246 [..............................] - ETA: 11:28 - loss: 235.0706 - logits_profile_predictions_loss: 232.8546 - logcount_predictions_loss: 0.2577 28/1246 [..............................] - ETA: 11:27 - loss: 235.0287 - logits_profile_predictions_loss: 232.8057 - logcount_predictions_loss: 0.2585 29/1246 [..............................] - ETA: 11:27 - loss: 234.9825 - logits_profile_predictions_loss: 232.7526 - logcount_predictions_loss: 0.2593 30/1246 [..............................] - ETA: 11:26 - loss: 234.9253 - logits_profile_predictions_loss: 232.6882 - logcount_predictions_loss: 0.2601 31/1246 [..............................] - ETA: 11:26 - loss: 234.8774 - 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[..............................] - ETA: 11:22 - loss: 234.5726 - logits_profile_predictions_loss: 232.2916 - logcount_predictions_loss: 0.2652 39/1246 [..............................] - ETA: 11:21 - loss: 234.5134 - logits_profile_predictions_loss: 232.2272 - logcount_predictions_loss: 0.2658 40/1246 [..............................] - ETA: 11:21 - loss: 234.4465 - logits_profile_predictions_loss: 232.1556 - logcount_predictions_loss: 0.2664 41/1246 [..............................] - ETA: 11:20 - loss: 234.3786 - logits_profile_predictions_loss: 232.0836 - logcount_predictions_loss: 0.2669 42/1246 [>.............................] - ETA: 11:19 - loss: 234.3123 - logits_profile_predictions_loss: 232.0134 - logcount_predictions_loss: 0.2673 43/1246 [>.............................] - ETA: 11:19 - loss: 234.2450 - logits_profile_predictions_loss: 231.9425 - logcount_predictions_loss: 0.2677 44/1246 [>.............................] - ETA: 11:18 - loss: 234.1714 - logits_profile_predictions_loss: 231.8655 - logcount_predictions_loss: 0.2681 45/1246 [>.............................] - ETA: 11:18 - loss: 234.0980 - logits_profile_predictions_loss: 231.7886 - logcount_predictions_loss: 0.2685 46/1246 [>.............................] - ETA: 11:17 - loss: 234.0134 - logits_profile_predictions_loss: 231.7008 - logcount_predictions_loss: 0.2689 47/1246 [>.............................] - ETA: 11:17 - loss: 233.9316 - logits_profile_predictions_loss: 231.6158 - logcount_predictions_loss: 0.2693 48/1246 [>.............................] - ETA: 11:16 - loss: 233.8532 - logits_profile_predictions_loss: 231.5343 - logcount_predictions_loss: 0.2696 49/1246 [>.............................] - ETA: 11:15 - loss: 233.7832 - logits_profile_predictions_loss: 231.4610 - logcount_predictions_loss: 0.2700 50/1246 [>.............................] - ETA: 11:15 - loss: 233.7101 - logits_profile_predictions_loss: 231.3846 - logcount_predictions_loss: 0.2704 51/1246 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logits_profile_predictions_loss: 230.0817 - logcount_predictions_loss: 0.2763 71/1246 [>.............................] - ETA: 11:03 - loss: 232.4022 - logits_profile_predictions_loss: 230.0240 - logcount_predictions_loss: 0.2765 72/1246 [>.............................] - ETA: 11:02 - loss: 232.3450 - logits_profile_predictions_loss: 229.9654 - logcount_predictions_loss: 0.2767 73/1246 [>.............................] - ETA: 11:02 - loss: 232.2886 - logits_profile_predictions_loss: 229.9075 - logcount_predictions_loss: 0.2769 74/1246 [>.............................] - ETA: 11:01 - loss: 232.2325 - logits_profile_predictions_loss: 229.8500 - logcount_predictions_loss: 0.2770 75/1246 [>.............................] - ETA: 11:01 - loss: 232.1760 - logits_profile_predictions_loss: 229.7924 - logcount_predictions_loss: 0.2772 76/1246 [>.............................] - ETA: 11:00 - loss: 232.1193 - logits_profile_predictions_loss: 229.7347 - logcount_predictions_loss: 0.2773 77/1246 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logits_profile_predictions_loss: 229.4302 - logcount_predictions_loss: 0.2779 84/1246 [=>............................] - ETA: 10:56 - loss: 231.7853 - logits_profile_predictions_loss: 229.3952 - logcount_predictions_loss: 0.2779 85/1246 [=>............................] - ETA: 10:55 - loss: 231.7510 - logits_profile_predictions_loss: 229.3606 - logcount_predictions_loss: 0.2780 86/1246 [=>............................] - ETA: 10:55 - loss: 231.7181 - logits_profile_predictions_loss: 229.3273 - logcount_predictions_loss: 0.2780 87/1246 [=>............................] - ETA: 10:54 - loss: 231.6862 - logits_profile_predictions_loss: 229.2952 - logcount_predictions_loss: 0.2780 88/1246 [=>............................] - ETA: 10:53 - loss: 231.6555 - logits_profile_predictions_loss: 229.2642 - logcount_predictions_loss: 0.2781 89/1246 [=>............................] - ETA: 10:53 - loss: 231.6223 - logits_profile_predictions_loss: 229.2308 - logcount_predictions_loss: 0.2781 90/1246 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logits_profile_predictions_loss: 229.0076 - logcount_predictions_loss: 0.2783 97/1246 [=>............................] - ETA: 10:48 - loss: 231.3753 - logits_profile_predictions_loss: 228.9817 - logcount_predictions_loss: 0.2783 98/1246 [=>............................] - ETA: 10:48 - loss: 231.3498 - logits_profile_predictions_loss: 228.9559 - logcount_predictions_loss: 0.2784 99/1246 [=>............................] - ETA: 10:47 - loss: 231.3238 - logits_profile_predictions_loss: 228.9296 - logcount_predictions_loss: 0.2784 100/1246 [=>............................] - ETA: 10:47 - loss: 231.2971 - logits_profile_predictions_loss: 228.9026 - logcount_predictions_loss: 0.2784 101/1246 [=>............................] - ETA: 10:46 - loss: 231.2709 - logits_profile_predictions_loss: 228.8762 - logcount_predictions_loss: 0.2785 102/1246 [=>............................] - ETA: 10:45 - loss: 231.2453 - logits_profile_predictions_loss: 228.8504 - logcount_predictions_loss: 0.2785 103/1246 [=>............................] - ETA: 10:45 - loss: 231.2206 - logits_profile_predictions_loss: 228.8255 - logcount_predictions_loss: 0.2785 104/1246 [=>............................] - ETA: 10:44 - loss: 231.1961 - logits_profile_predictions_loss: 228.8007 - logcount_predictions_loss: 0.2785 105/1246 [=>............................] - ETA: 10:44 - loss: 231.1722 - logits_profile_predictions_loss: 228.7765 - logcount_predictions_loss: 0.2786 106/1246 [=>............................] - ETA: 10:43 - loss: 231.1504 - logits_profile_predictions_loss: 228.7545 - logcount_predictions_loss: 0.2786 107/1246 [=>............................] - ETA: 10:43 - loss: 231.1306 - logits_profile_predictions_loss: 228.7344 - logcount_predictions_loss: 0.2786 108/1246 [=>............................] - ETA: 10:42 - loss: 231.1095 - logits_profile_predictions_loss: 228.7130 - logcount_predictions_loss: 0.2787 109/1246 [=>............................] - ETA: 10:42 - loss: 231.0899 - logits_profile_predictions_loss: 228.6932 - logcount_predictions_loss: 0.2787 110/1246 [=>............................] - ETA: 10:41 - loss: 231.0705 - logits_profile_predictions_loss: 228.6736 - logcount_predictions_loss: 0.2787 111/1246 [=>............................] - ETA: 10:40 - loss: 231.0507 - logits_profile_predictions_loss: 228.6536 - logcount_predictions_loss: 0.2787 112/1246 [=>............................] - ETA: 10:40 - loss: 231.0317 - logits_profile_predictions_loss: 228.6346 - logcount_predictions_loss: 0.2787 113/1246 [=>............................] - ETA: 10:39 - loss: 231.0138 - logits_profile_predictions_loss: 228.6165 - logcount_predictions_loss: 0.2788 114/1246 [=>............................] - ETA: 10:39 - loss: 230.9958 - logits_profile_predictions_loss: 228.5985 - logcount_predictions_loss: 0.2788 115/1246 [=>............................] - ETA: 10:38 - loss: 230.9790 - logits_profile_predictions_loss: 228.5817 - logcount_predictions_loss: 0.2788 116/1246 [=>............................] - ETA: 10:38 - loss: 230.9631 - logits_profile_predictions_loss: 228.5658 - logcount_predictions_loss: 0.2788 117/1246 [=>............................] - ETA: 10:37 - loss: 230.9463 - logits_profile_predictions_loss: 228.5490 - logcount_predictions_loss: 0.2788 118/1246 [=>............................] - ETA: 10:36 - loss: 230.9280 - logits_profile_predictions_loss: 228.5307 - logcount_predictions_loss: 0.2788 119/1246 [=>............................] - ETA: 10:36 - loss: 230.9102 - logits_profile_predictions_loss: 228.5130 - logcount_predictions_loss: 0.2787 120/1246 [=>............................] - ETA: 10:35 - loss: 230.8927 - logits_profile_predictions_loss: 228.4956 - logcount_predictions_loss: 0.2787 121/1246 [=>............................] - ETA: 10:35 - loss: 230.8761 - logits_profile_predictions_loss: 228.4791 - logcount_predictions_loss: 0.2787 122/1246 [=>............................] - ETA: 10:34 - loss: 230.8585 - 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[==>...........................] - ETA: 10:30 - loss: 230.7265 - logits_profile_predictions_loss: 228.3307 - logcount_predictions_loss: 0.2786 130/1246 [==>...........................] - ETA: 10:30 - loss: 230.7105 - logits_profile_predictions_loss: 228.3148 - logcount_predictions_loss: 0.2786 131/1246 [==>...........................] - ETA: 10:29 - loss: 230.6951 - logits_profile_predictions_loss: 228.2996 - logcount_predictions_loss: 0.2786 132/1246 [==>...........................] - ETA: 10:29 - loss: 230.6797 - logits_profile_predictions_loss: 228.2844 - logcount_predictions_loss: 0.2785 133/1246 [==>...........................] - ETA: 10:28 - loss: 230.6647 - logits_profile_predictions_loss: 228.2695 - logcount_predictions_loss: 0.2785 134/1246 [==>...........................] - ETA: 10:27 - loss: 230.6502 - logits_profile_predictions_loss: 228.2553 - logcount_predictions_loss: 0.2785 135/1246 [==>...........................] - ETA: 10:27 - loss: 230.6347 - 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[==>...........................] - ETA: 10:23 - loss: 230.5266 - logits_profile_predictions_loss: 228.1331 - logcount_predictions_loss: 0.2783 143/1246 [==>...........................] - ETA: 10:22 - loss: 230.5122 - logits_profile_predictions_loss: 228.1188 - logcount_predictions_loss: 0.2783 144/1246 [==>...........................] - ETA: 10:22 - loss: 230.4973 - logits_profile_predictions_loss: 228.1040 - logcount_predictions_loss: 0.2783 145/1246 [==>...........................] - ETA: 10:21 - loss: 230.4837 - logits_profile_predictions_loss: 228.0905 - logcount_predictions_loss: 0.2783 146/1246 [==>...........................] - ETA: 10:21 - loss: 230.4703 - logits_profile_predictions_loss: 228.0771 - logcount_predictions_loss: 0.2783 147/1246 [==>...........................] - ETA: 10:20 - loss: 230.4572 - logits_profile_predictions_loss: 228.0641 - logcount_predictions_loss: 0.2783 148/1246 [==>...........................] - ETA: 10:20 - loss: 230.4437 - 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[==>...........................] - ETA: 10:16 - loss: 230.3512 - logits_profile_predictions_loss: 227.9580 - logcount_predictions_loss: 0.2783 156/1246 [==>...........................] - ETA: 10:15 - loss: 230.3367 - logits_profile_predictions_loss: 227.9434 - logcount_predictions_loss: 0.2783 157/1246 [==>...........................] - ETA: 10:14 - loss: 230.3221 - logits_profile_predictions_loss: 227.9288 - logcount_predictions_loss: 0.2783 158/1246 [==>...........................] - ETA: 10:14 - loss: 230.3086 - logits_profile_predictions_loss: 227.9151 - logcount_predictions_loss: 0.2783 159/1246 [==>...........................] - ETA: 10:13 - loss: 230.2954 - logits_profile_predictions_loss: 227.9018 - logcount_predictions_loss: 0.2783 160/1246 [==>...........................] - ETA: 10:13 - loss: 230.2824 - logits_profile_predictions_loss: 227.8887 - logcount_predictions_loss: 0.2783 161/1246 [==>...........................] - ETA: 10:12 - loss: 230.2689 - logits_profile_predictions_loss: 227.8751 - logcount_predictions_loss: 0.2783 162/1246 [==>...........................] - ETA: 10:12 - loss: 230.2552 - logits_profile_predictions_loss: 227.8613 - logcount_predictions_loss: 0.2784 163/1246 [==>...........................] - ETA: 10:11 - loss: 230.2411 - logits_profile_predictions_loss: 227.8470 - logcount_predictions_loss: 0.2784 164/1246 [==>...........................] - ETA: 10:11 - loss: 230.2278 - logits_profile_predictions_loss: 227.8335 - logcount_predictions_loss: 0.2784 165/1246 [==>...........................] - ETA: 10:10 - loss: 230.2151 - logits_profile_predictions_loss: 227.8206 - logcount_predictions_loss: 0.2784 166/1246 [==>...........................] - ETA: 10:09 - loss: 230.2021 - logits_profile_predictions_loss: 227.8075 - logcount_predictions_loss: 0.2784 167/1246 [===>..........................] - ETA: 10:09 - loss: 230.1889 - logits_profile_predictions_loss: 227.7941 - logcount_predictions_loss: 0.2785 168/1246 [===>..........................] - ETA: 10:08 - loss: 230.1762 - logits_profile_predictions_loss: 227.7813 - logcount_predictions_loss: 0.2785 169/1246 [===>..........................] - ETA: 10:08 - loss: 230.1642 - logits_profile_predictions_loss: 227.7692 - logcount_predictions_loss: 0.2785 170/1246 [===>..........................] - ETA: 10:07 - loss: 230.1521 - logits_profile_predictions_loss: 227.7569 - logcount_predictions_loss: 0.2785 171/1246 [===>..........................] - ETA: 10:07 - loss: 230.1403 - logits_profile_predictions_loss: 227.7450 - logcount_predictions_loss: 0.2785 172/1246 [===>..........................] - ETA: 10:06 - loss: 230.1288 - logits_profile_predictions_loss: 227.7333 - logcount_predictions_loss: 0.2785 173/1246 [===>..........................] - ETA: 10:05 - loss: 230.1181 - logits_profile_predictions_loss: 227.7225 - logcount_predictions_loss: 0.2786 174/1246 [===>..........................] - ETA: 10:05 - loss: 230.1073 - logits_profile_predictions_loss: 227.7115 - logcount_predictions_loss: 0.2786 175/1246 [===>..........................] - ETA: 10:04 - loss: 230.0960 - logits_profile_predictions_loss: 227.7000 - logcount_predictions_loss: 0.2786 176/1246 [===>..........................] - ETA: 10:04 - loss: 230.0847 - logits_profile_predictions_loss: 227.6886 - logcount_predictions_loss: 0.2786 177/1246 [===>..........................] - ETA: 10:03 - loss: 230.0741 - logits_profile_predictions_loss: 227.6779 - logcount_predictions_loss: 0.2786 178/1246 [===>..........................] - ETA: 10:03 - loss: 230.0639 - logits_profile_predictions_loss: 227.6675 - logcount_predictions_loss: 0.2787 179/1246 [===>..........................] - ETA: 10:02 - loss: 230.0545 - logits_profile_predictions_loss: 227.6579 - logcount_predictions_loss: 0.2787 180/1246 [===>..........................] - ETA: 10:02 - loss: 230.0455 - logits_profile_predictions_loss: 227.6488 - logcount_predictions_loss: 0.2787 181/1246 [===>..........................] - ETA: 10:01 - loss: 230.0370 - logits_profile_predictions_loss: 227.6401 - logcount_predictions_loss: 0.2787 182/1246 [===>..........................] - ETA: 10:00 - loss: 230.0280 - logits_profile_predictions_loss: 227.6310 - logcount_predictions_loss: 0.2787 183/1246 [===>..........................] - ETA: 10:00 - loss: 230.0197 - logits_profile_predictions_loss: 227.6225 - logcount_predictions_loss: 0.2787 184/1246 [===>..........................] - ETA: 9:59 - loss: 230.0109 - logits_profile_predictions_loss: 227.6135 - logcount_predictions_loss: 0.2788  185/1246 [===>..........................] - ETA: 9:59 - loss: 230.0020 - logits_profile_predictions_loss: 227.6045 - logcount_predictions_loss: 0.2788 186/1246 [===>..........................] - ETA: 9:58 - loss: 229.9938 - logits_profile_predictions_loss: 227.5961 - logcount_predictions_loss: 0.2788 187/1246 [===>..........................] - ETA: 9:58 - loss: 229.9862 - 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[===>..........................] - ETA: 9:54 - loss: 229.9344 - logits_profile_predictions_loss: 227.5353 - logcount_predictions_loss: 0.2790 195/1246 [===>..........................] - ETA: 9:53 - loss: 229.9270 - logits_profile_predictions_loss: 227.5277 - logcount_predictions_loss: 0.2790 196/1246 [===>..........................] - ETA: 9:53 - loss: 229.9200 - logits_profile_predictions_loss: 227.5206 - logcount_predictions_loss: 0.2790 197/1246 [===>..........................] - ETA: 9:52 - loss: 229.9135 - logits_profile_predictions_loss: 227.5139 - logcount_predictions_loss: 0.2790 198/1246 [===>..........................] - ETA: 9:51 - loss: 229.9071 - logits_profile_predictions_loss: 227.5073 - logcount_predictions_loss: 0.2791 199/1246 [===>..........................] - ETA: 9:51 - loss: 229.9005 - logits_profile_predictions_loss: 227.5005 - logcount_predictions_loss: 0.2791 200/1246 [===>..........................] - ETA: 9:50 - loss: 229.8944 - 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[===>..........................] - ETA: 9:46 - loss: 229.8526 - logits_profile_predictions_loss: 227.4512 - logcount_predictions_loss: 0.2792 208/1246 [====>.........................] - ETA: 9:46 - loss: 229.8471 - logits_profile_predictions_loss: 227.4455 - logcount_predictions_loss: 0.2793 209/1246 [====>.........................] - ETA: 9:45 - loss: 229.8415 - logits_profile_predictions_loss: 227.4397 - logcount_predictions_loss: 0.2793 210/1246 [====>.........................] - ETA: 9:45 - loss: 229.8364 - logits_profile_predictions_loss: 227.4345 - logcount_predictions_loss: 0.2793 211/1246 [====>.........................] - ETA: 9:44 - loss: 229.8319 - logits_profile_predictions_loss: 227.4298 - logcount_predictions_loss: 0.2793 212/1246 [====>.........................] - ETA: 9:43 - loss: 229.8275 - logits_profile_predictions_loss: 227.4253 - logcount_predictions_loss: 0.2793 213/1246 [====>.........................] - ETA: 9:43 - loss: 229.8229 - logits_profile_predictions_loss: 227.4206 - logcount_predictions_loss: 0.2793 214/1246 [====>.........................] - ETA: 9:42 - loss: 229.8188 - logits_profile_predictions_loss: 227.4162 - logcount_predictions_loss: 0.2794 215/1246 [====>.........................] - ETA: 9:42 - loss: 229.8146 - logits_profile_predictions_loss: 227.4119 - logcount_predictions_loss: 0.2794 216/1246 [====>.........................] - ETA: 9:41 - loss: 229.8101 - logits_profile_predictions_loss: 227.4072 - logcount_predictions_loss: 0.2794 217/1246 [====>.........................] - ETA: 9:41 - loss: 229.8055 - logits_profile_predictions_loss: 227.4025 - logcount_predictions_loss: 0.2794 218/1246 [====>.........................] - ETA: 9:40 - loss: 229.8006 - logits_profile_predictions_loss: 227.3975 - logcount_predictions_loss: 0.2794 219/1246 [====>.........................] - ETA: 9:40 - loss: 229.7960 - logits_profile_predictions_loss: 227.3928 - logcount_predictions_loss: 0.2794 220/1246 [====>.........................] - ETA: 9:39 - loss: 229.7917 - logits_profile_predictions_loss: 227.3883 - logcount_predictions_loss: 0.2795 221/1246 [====>.........................] - ETA: 9:38 - loss: 229.7875 - logits_profile_predictions_loss: 227.3839 - logcount_predictions_loss: 0.2795 222/1246 [====>.........................] - ETA: 9:38 - loss: 229.7834 - logits_profile_predictions_loss: 227.3797 - logcount_predictions_loss: 0.2795 223/1246 [====>.........................] - ETA: 9:37 - loss: 229.7794 - logits_profile_predictions_loss: 227.3755 - logcount_predictions_loss: 0.2795 224/1246 [====>.........................] - ETA: 9:37 - loss: 229.7754 - logits_profile_predictions_loss: 227.3713 - logcount_predictions_loss: 0.2795 225/1246 [====>.........................] - ETA: 9:36 - loss: 229.7718 - logits_profile_predictions_loss: 227.3676 - logcount_predictions_loss: 0.2796 226/1246 [====>.........................] - ETA: 9:36 - loss: 229.7682 - 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[====>.........................] - ETA: 9:32 - loss: 229.7416 - logits_profile_predictions_loss: 227.3363 - logcount_predictions_loss: 0.2797 234/1246 [====>.........................] - ETA: 9:31 - loss: 229.7376 - logits_profile_predictions_loss: 227.3323 - logcount_predictions_loss: 0.2797 235/1246 [====>.........................] - ETA: 9:30 - loss: 229.7340 - logits_profile_predictions_loss: 227.3285 - logcount_predictions_loss: 0.2797 236/1246 [====>.........................] - ETA: 9:30 - loss: 229.7305 - logits_profile_predictions_loss: 227.3250 - logcount_predictions_loss: 0.2797 237/1246 [====>.........................] - ETA: 9:29 - loss: 229.7268 - logits_profile_predictions_loss: 227.3212 - logcount_predictions_loss: 0.2797 238/1246 [====>.........................] - ETA: 9:29 - loss: 229.7233 - logits_profile_predictions_loss: 227.3177 - logcount_predictions_loss: 0.2797 239/1246 [====>.........................] - ETA: 9:28 - loss: 229.7201 - logits_profile_predictions_loss: 227.3145 - logcount_predictions_loss: 0.2797 240/1246 [====>.........................] - ETA: 9:28 - loss: 229.7170 - logits_profile_predictions_loss: 227.3113 - logcount_predictions_loss: 0.2797 241/1246 [====>.........................] - ETA: 9:27 - loss: 229.7138 - logits_profile_predictions_loss: 227.3080 - logcount_predictions_loss: 0.2797 242/1246 [====>.........................] - ETA: 9:27 - loss: 229.7107 - logits_profile_predictions_loss: 227.3049 - logcount_predictions_loss: 0.2797 243/1246 [====>.........................] - ETA: 9:26 - loss: 229.7078 - logits_profile_predictions_loss: 227.3019 - logcount_predictions_loss: 0.2798 244/1246 [====>.........................] - ETA: 9:25 - loss: 229.7048 - logits_profile_predictions_loss: 227.2990 - logcount_predictions_loss: 0.2798 245/1246 [====>.........................] - ETA: 9:25 - loss: 229.7020 - logits_profile_predictions_loss: 227.2961 - logcount_predictions_loss: 0.2798 246/1246 [====>.........................] - ETA: 9:24 - loss: 229.6987 - logits_profile_predictions_loss: 227.2927 - logcount_predictions_loss: 0.2798 247/1246 [====>.........................] - ETA: 9:24 - loss: 229.6955 - logits_profile_predictions_loss: 227.2895 - logcount_predictions_loss: 0.2798 248/1246 [====>.........................] - ETA: 9:23 - loss: 229.6921 - logits_profile_predictions_loss: 227.2860 - logcount_predictions_loss: 0.2798 249/1246 [====>.........................] - ETA: 9:23 - loss: 229.6887 - logits_profile_predictions_loss: 227.2825 - logcount_predictions_loss: 0.2798 250/1246 [=====>........................] - ETA: 9:22 - loss: 229.6853 - logits_profile_predictions_loss: 227.2791 - logcount_predictions_loss: 0.2798 251/1246 [=====>........................] - ETA: 9:21 - loss: 229.6817 - logits_profile_predictions_loss: 227.2754 - logcount_predictions_loss: 0.2798 252/1246 [=====>........................] - ETA: 9:21 - loss: 229.6780 - logits_profile_predictions_loss: 227.2717 - logcount_predictions_loss: 0.2798 253/1246 [=====>........................] - ETA: 9:20 - loss: 229.6746 - logits_profile_predictions_loss: 227.2682 - logcount_predictions_loss: 0.2798 254/1246 [=====>........................] - ETA: 9:18 - loss: 229.6712 - logits_profile_predictions_loss: 227.2648 - logcount_predictions_loss: 0.2798 255/1246 [=====>........................] - ETA: 9:17 - loss: 229.6679 - logits_profile_predictions_loss: 227.2614 - logcount_predictions_loss: 0.2798 256/1246 [=====>........................] - ETA: 9:17 - loss: 229.6641 - logits_profile_predictions_loss: 227.2575 - logcount_predictions_loss: 0.2798 257/1246 [=====>........................] - ETA: 9:16 - loss: 229.6604 - logits_profile_predictions_loss: 227.2537 - logcount_predictions_loss: 0.2798 258/1246 [=====>........................] - ETA: 9:16 - loss: 229.6566 - logits_profile_predictions_loss: 227.2499 - logcount_predictions_loss: 0.2799 259/1246 [=====>........................] - ETA: 9:15 - loss: 229.6532 - logits_profile_predictions_loss: 227.2464 - logcount_predictions_loss: 0.2799 260/1246 [=====>........................] - ETA: 9:15 - loss: 229.6497 - logits_profile_predictions_loss: 227.2429 - logcount_predictions_loss: 0.2799 261/1246 [=====>........................] - ETA: 9:14 - loss: 229.6459 - logits_profile_predictions_loss: 227.2390 - logcount_predictions_loss: 0.2799 262/1246 [=====>........................] - ETA: 9:13 - loss: 229.6421 - logits_profile_predictions_loss: 227.2351 - logcount_predictions_loss: 0.2799 263/1246 [=====>........................] - ETA: 9:13 - loss: 229.6383 - logits_profile_predictions_loss: 227.2312 - logcount_predictions_loss: 0.2799 264/1246 [=====>........................] - ETA: 9:12 - loss: 229.6342 - logits_profile_predictions_loss: 227.2270 - logcount_predictions_loss: 0.2799 265/1246 [=====>........................] - ETA: 9:12 - loss: 229.6302 - logits_profile_predictions_loss: 227.2229 - logcount_predictions_loss: 0.2799 266/1246 [=====>........................] - ETA: 9:11 - loss: 229.6262 - logits_profile_predictions_loss: 227.2188 - logcount_predictions_loss: 0.2799 267/1246 [=====>........................] - ETA: 9:11 - loss: 229.6222 - logits_profile_predictions_loss: 227.2146 - logcount_predictions_loss: 0.2799 268/1246 [=====>........................] - ETA: 9:10 - loss: 229.6183 - logits_profile_predictions_loss: 227.2107 - logcount_predictions_loss: 0.2800 269/1246 [=====>........................] - ETA: 9:10 - loss: 229.6145 - logits_profile_predictions_loss: 227.2068 - logcount_predictions_loss: 0.2800 270/1246 [=====>........................] - ETA: 9:09 - loss: 229.6107 - logits_profile_predictions_loss: 227.2029 - logcount_predictions_loss: 0.2800 271/1246 [=====>........................] - ETA: 9:08 - loss: 229.6070 - logits_profile_predictions_loss: 227.1990 - logcount_predictions_loss: 0.2800 272/1246 [=====>........................] - ETA: 9:08 - loss: 229.6033 - logits_profile_predictions_loss: 227.1953 - logcount_predictions_loss: 0.2800 273/1246 [=====>........................] - ETA: 9:07 - loss: 229.5997 - logits_profile_predictions_loss: 227.1916 - logcount_predictions_loss: 0.2800 274/1246 [=====>........................] - ETA: 9:07 - loss: 229.5961 - logits_profile_predictions_loss: 227.1879 - logcount_predictions_loss: 0.2800 275/1246 [=====>........................] - ETA: 9:06 - loss: 229.5926 - logits_profile_predictions_loss: 227.1843 - logcount_predictions_loss: 0.2800 276/1246 [=====>........................] - ETA: 9:06 - loss: 229.5891 - logits_profile_predictions_loss: 227.1808 - logcount_predictions_loss: 0.2800 277/1246 [=====>........................] - ETA: 9:05 - loss: 229.5857 - logits_profile_predictions_loss: 227.1772 - logcount_predictions_loss: 0.2801 278/1246 [=====>........................] - ETA: 9:05 - loss: 229.5822 - logits_profile_predictions_loss: 227.1736 - logcount_predictions_loss: 0.2801 279/1246 [=====>........................] - ETA: 9:04 - loss: 229.5786 - logits_profile_predictions_loss: 227.1700 - logcount_predictions_loss: 0.2801 280/1246 [=====>........................] - ETA: 9:03 - loss: 229.5754 - logits_profile_predictions_loss: 227.1666 - logcount_predictions_loss: 0.2801 281/1246 [=====>........................] - ETA: 9:03 - loss: 229.5722 - logits_profile_predictions_loss: 227.1633 - logcount_predictions_loss: 0.2801 282/1246 [=====>........................] - ETA: 9:02 - loss: 229.5689 - logits_profile_predictions_loss: 227.1600 - logcount_predictions_loss: 0.2801 283/1246 [=====>........................] - ETA: 9:02 - loss: 229.5655 - logits_profile_predictions_loss: 227.1565 - logcount_predictions_loss: 0.2801 284/1246 [=====>........................] - ETA: 9:01 - loss: 229.5622 - logits_profile_predictions_loss: 227.1531 - logcount_predictions_loss: 0.2801 285/1246 [=====>........................] - ETA: 9:01 - loss: 229.5589 - logits_profile_predictions_loss: 227.1498 - logcount_predictions_loss: 0.2801 286/1246 [=====>........................] - ETA: 9:00 - loss: 229.5556 - logits_profile_predictions_loss: 227.1464 - logcount_predictions_loss: 0.2801 287/1246 [=====>........................] - ETA: 9:00 - loss: 229.5523 - logits_profile_predictions_loss: 227.1430 - logcount_predictions_loss: 0.2802 288/1246 [=====>........................] - ETA: 8:59 - loss: 229.5489 - logits_profile_predictions_loss: 227.1396 - logcount_predictions_loss: 0.2802 289/1246 [=====>........................] - ETA: 8:58 - loss: 229.5455 - logits_profile_predictions_loss: 227.1361 - logcount_predictions_loss: 0.2802 290/1246 [=====>........................] - ETA: 8:58 - loss: 229.5422 - logits_profile_predictions_loss: 227.1327 - logcount_predictions_loss: 0.2802 291/1246 [======>.......................] - ETA: 8:57 - loss: 229.5390 - 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[======>.......................] - ETA: 8:53 - loss: 229.5176 - logits_profile_predictions_loss: 227.1079 - logcount_predictions_loss: 0.2802 299/1246 [======>.......................] - ETA: 8:53 - loss: 229.5145 - logits_profile_predictions_loss: 227.1047 - logcount_predictions_loss: 0.2802 300/1246 [======>.......................] - ETA: 8:52 - loss: 229.5113 - logits_profile_predictions_loss: 227.1015 - logcount_predictions_loss: 0.2802 301/1246 [======>.......................] - ETA: 8:52 - loss: 229.5079 - logits_profile_predictions_loss: 227.0980 - logcount_predictions_loss: 0.2802 302/1246 [======>.......................] - ETA: 8:51 - loss: 229.5044 - logits_profile_predictions_loss: 227.0945 - logcount_predictions_loss: 0.2802 303/1246 [======>.......................] - ETA: 8:51 - loss: 229.5007 - logits_profile_predictions_loss: 227.0907 - logcount_predictions_loss: 0.2802 304/1246 [======>.......................] - ETA: 8:50 - loss: 229.4969 - 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[======>.......................] - ETA: 8:46 - loss: 229.4680 - logits_profile_predictions_loss: 227.0575 - logcount_predictions_loss: 0.2803 312/1246 [======>.......................] - ETA: 8:46 - loss: 229.4634 - logits_profile_predictions_loss: 227.0529 - logcount_predictions_loss: 0.2803 313/1246 [======>.......................] - ETA: 8:45 - loss: 229.4590 - logits_profile_predictions_loss: 227.0484 - logcount_predictions_loss: 0.2803 314/1246 [======>.......................] - ETA: 8:44 - loss: 229.4544 - logits_profile_predictions_loss: 227.0438 - logcount_predictions_loss: 0.2803 315/1246 [======>.......................] - ETA: 8:44 - loss: 229.4500 - logits_profile_predictions_loss: 227.0393 - logcount_predictions_loss: 0.2803 316/1246 [======>.......................] - ETA: 8:43 - loss: 229.4454 - logits_profile_predictions_loss: 227.0347 - logcount_predictions_loss: 0.2803 317/1246 [======>.......................] - ETA: 8:43 - loss: 229.4408 - 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[============================>.] - ETA: 6s - loss: 228.4525 - logits_profile_predictions_loss: 226.0266 - logcount_predictions_loss: 0.2821 1235/1246 [============================>.] - ETA: 6s - loss: 228.4524 - logits_profile_predictions_loss: 226.0265 - logcount_predictions_loss: 0.2821 1236/1246 [============================>.] - ETA: 5s - loss: 228.4523 - logits_profile_predictions_loss: 226.0264 - logcount_predictions_loss: 0.2821 1237/1246 [============================>.] - ETA: 5s - loss: 228.4522 - logits_profile_predictions_loss: 226.0263 - logcount_predictions_loss: 0.2821 1238/1246 [============================>.] - ETA: 4s - loss: 228.4521 - logits_profile_predictions_loss: 226.0263 - logcount_predictions_loss: 0.2821 1239/1246 [============================>.] - ETA: 3s - loss: 228.4520 - logits_profile_predictions_loss: 226.0262 - logcount_predictions_loss: 0.2821 1240/1246 [============================>.] - ETA: 3s - loss: 228.4520 - logits_profile_predictions_loss: 226.0261 - logcount_predictions_loss: 0.2821 1241/1246 [============================>.] - ETA: 2s - loss: 228.4519 - logits_profile_predictions_loss: 226.0261 - logcount_predictions_loss: 0.2821 1242/1246 [============================>.] - ETA: 2s - loss: 228.4518 - logits_profile_predictions_loss: 226.0260 - logcount_predictions_loss: 0.2821 1243/1246 [============================>.] - ETA: 1s - loss: 228.4517 - logits_profile_predictions_loss: 226.0259 - logcount_predictions_loss: 0.2821 1244/1246 [============================>.] - ETA: 1s - loss: 228.4516 - logits_profile_predictions_loss: 226.0258 - logcount_predictions_loss: 0.2821 1245/1246 [============================>.] - ETA: 0s - loss: 228.4516 - logits_profile_predictions_loss: 226.0258 - logcount_predictions_loss: 0.2821 1246/1246 [==============================] - ETA: 0s - loss: 228.4515 - logits_profile_predictions_loss: 226.0257 - logcount_predictions_loss: 0.2821 1246/1246 [==============================] - 731s 587ms/step - loss: 228.4514 - logits_profile_predictions_loss: 226.0256 - logcount_predictions_loss: 0.2821 - val_loss: 245.1875 - val_logits_profile_predictions_loss: 242.2219 - val_logcount_predictions_loss: 0.3448 + +Epoch 00006: val_loss did not improve from 244.14880 +Epoch 7/50 + 1/1246 [..............................] - ETA: 12:09 - loss: 218.5424 - logits_profile_predictions_loss: 215.8499 - logcount_predictions_loss: 0.3131 2/1246 [..............................] - ETA: 11:43 - loss: 222.5595 - logits_profile_predictions_loss: 219.8393 - logcount_predictions_loss: 0.3163 3/1246 [..............................] - ETA: 11:42 - loss: 223.5021 - logits_profile_predictions_loss: 220.8144 - logcount_predictions_loss: 0.3125 4/1246 [..............................] - ETA: 11:41 - loss: 224.2135 - logits_profile_predictions_loss: 221.5505 - logcount_predictions_loss: 0.3096 5/1246 [..............................] - ETA: 11:40 - loss: 223.9049 - logits_profile_predictions_loss: 221.2443 - logcount_predictions_loss: 0.3094 6/1246 [..............................] - ETA: 11:40 - loss: 223.8229 - logits_profile_predictions_loss: 221.1771 - logcount_predictions_loss: 0.3076 7/1246 [..............................] - ETA: 11:39 - loss: 223.8906 - logits_profile_predictions_loss: 221.2356 - logcount_predictions_loss: 0.3087 8/1246 [..............................] - ETA: 11:39 - loss: 224.1019 - logits_profile_predictions_loss: 221.4290 - logcount_predictions_loss: 0.3108 9/1246 [..............................] - ETA: 11:38 - loss: 223.9961 - logits_profile_predictions_loss: 221.3228 - logcount_predictions_loss: 0.3108 10/1246 [..............................] - ETA: 11:38 - loss: 223.8785 - logits_profile_predictions_loss: 221.2187 - logcount_predictions_loss: 0.3093 11/1246 [..............................] - ETA: 11:37 - loss: 223.5710 - logits_profile_predictions_loss: 220.9275 - logcount_predictions_loss: 0.3074 12/1246 [..............................] - ETA: 11:37 - loss: 223.4920 - logits_profile_predictions_loss: 220.8633 - logcount_predictions_loss: 0.3057 13/1246 [..............................] - ETA: 11:36 - loss: 223.5419 - logits_profile_predictions_loss: 220.9255 - logcount_predictions_loss: 0.3042 14/1246 [..............................] - ETA: 11:35 - loss: 223.7611 - logits_profile_predictions_loss: 221.1526 - logcount_predictions_loss: 0.3033 15/1246 [..............................] - ETA: 11:35 - loss: 223.8916 - logits_profile_predictions_loss: 221.2905 - logcount_predictions_loss: 0.3025 16/1246 [..............................] - ETA: 11:34 - loss: 224.0500 - logits_profile_predictions_loss: 221.4563 - logcount_predictions_loss: 0.3016 17/1246 [..............................] - ETA: 11:34 - loss: 224.1622 - logits_profile_predictions_loss: 221.5747 - logcount_predictions_loss: 0.3009 18/1246 [..............................] - ETA: 11:33 - loss: 224.2713 - logits_profile_predictions_loss: 221.6891 - logcount_predictions_loss: 0.3003 19/1246 [..............................] - ETA: 11:32 - loss: 224.3045 - logits_profile_predictions_loss: 221.7268 - logcount_predictions_loss: 0.2997 20/1246 [..............................] - ETA: 11:32 - loss: 224.3685 - logits_profile_predictions_loss: 221.7948 - logcount_predictions_loss: 0.2993 21/1246 [..............................] - ETA: 11:31 - loss: 224.4318 - logits_profile_predictions_loss: 221.8636 - logcount_predictions_loss: 0.2986 22/1246 [..............................] - ETA: 11:31 - loss: 224.4619 - logits_profile_predictions_loss: 221.8986 - logcount_predictions_loss: 0.2981 23/1246 [..............................] - ETA: 11:30 - loss: 224.5005 - logits_profile_predictions_loss: 221.9429 - logcount_predictions_loss: 0.2974 24/1246 [..............................] - ETA: 11:30 - loss: 224.5237 - logits_profile_predictions_loss: 221.9708 - logcount_predictions_loss: 0.2969 25/1246 [..............................] - ETA: 11:29 - loss: 224.5255 - logits_profile_predictions_loss: 221.9778 - logcount_predictions_loss: 0.2962 26/1246 [..............................] - ETA: 11:28 - loss: 224.4856 - logits_profile_predictions_loss: 221.9430 - logcount_predictions_loss: 0.2956 27/1246 [..............................] - ETA: 11:28 - loss: 224.4349 - logits_profile_predictions_loss: 221.8984 - logcount_predictions_loss: 0.2949 28/1246 [..............................] - ETA: 11:27 - loss: 224.4189 - logits_profile_predictions_loss: 221.8882 - logcount_predictions_loss: 0.2943 29/1246 [..............................] - ETA: 11:27 - loss: 224.4171 - logits_profile_predictions_loss: 221.8915 - logcount_predictions_loss: 0.2937 30/1246 [..............................] - ETA: 11:26 - loss: 224.3987 - logits_profile_predictions_loss: 221.8777 - logcount_predictions_loss: 0.2931 31/1246 [..............................] - ETA: 11:26 - loss: 224.4107 - logits_profile_predictions_loss: 221.8931 - logcount_predictions_loss: 0.2927 32/1246 [..............................] - ETA: 11:25 - loss: 224.4456 - logits_profile_predictions_loss: 221.9314 - logcount_predictions_loss: 0.2924 33/1246 [..............................] - ETA: 11:24 - loss: 224.4802 - logits_profile_predictions_loss: 221.9693 - logcount_predictions_loss: 0.2920 34/1246 [..............................] - ETA: 11:24 - loss: 224.5042 - logits_profile_predictions_loss: 221.9967 - logcount_predictions_loss: 0.2916 35/1246 [..............................] - ETA: 11:23 - loss: 224.5310 - logits_profile_predictions_loss: 222.0271 - logcount_predictions_loss: 0.2912 36/1246 [..............................] - ETA: 11:23 - loss: 224.5793 - logits_profile_predictions_loss: 222.0791 - logcount_predictions_loss: 0.2907 37/1246 [..............................] - ETA: 11:22 - loss: 224.6348 - logits_profile_predictions_loss: 222.1375 - logcount_predictions_loss: 0.2904 38/1246 [..............................] - ETA: 11:22 - loss: 224.6947 - logits_profile_predictions_loss: 222.2006 - logcount_predictions_loss: 0.2900 39/1246 [..............................] - ETA: 11:21 - loss: 224.7353 - logits_profile_predictions_loss: 222.2445 - logcount_predictions_loss: 0.2896 40/1246 [..............................] - ETA: 11:20 - loss: 224.7909 - logits_profile_predictions_loss: 222.3031 - logcount_predictions_loss: 0.2893 41/1246 [..............................] - ETA: 11:20 - loss: 224.8495 - logits_profile_predictions_loss: 222.3646 - logcount_predictions_loss: 0.2889 42/1246 [>.............................] - ETA: 11:19 - loss: 224.9113 - logits_profile_predictions_loss: 222.4291 - logcount_predictions_loss: 0.2886 43/1246 [>.............................] - ETA: 11:19 - loss: 224.9735 - logits_profile_predictions_loss: 222.4940 - logcount_predictions_loss: 0.2883 44/1246 [>.............................] - ETA: 11:18 - loss: 225.0359 - logits_profile_predictions_loss: 222.5594 - logcount_predictions_loss: 0.2880 45/1246 [>.............................] - ETA: 11:18 - loss: 225.0860 - logits_profile_predictions_loss: 222.6127 - logcount_predictions_loss: 0.2876 46/1246 [>.............................] - ETA: 11:17 - loss: 225.1359 - logits_profile_predictions_loss: 222.6656 - logcount_predictions_loss: 0.2873 47/1246 [>.............................] - ETA: 11:16 - loss: 225.1897 - logits_profile_predictions_loss: 222.7220 - logcount_predictions_loss: 0.2869 48/1246 [>.............................] - ETA: 11:16 - loss: 225.2338 - logits_profile_predictions_loss: 222.7686 - logcount_predictions_loss: 0.2866 49/1246 [>.............................] - ETA: 11:15 - loss: 225.2732 - logits_profile_predictions_loss: 222.8103 - logcount_predictions_loss: 0.2864 50/1246 [>.............................] - ETA: 11:15 - loss: 225.3100 - logits_profile_predictions_loss: 222.8494 - logcount_predictions_loss: 0.2861 51/1246 [>.............................] - ETA: 11:14 - loss: 225.3436 - logits_profile_predictions_loss: 222.8850 - logcount_predictions_loss: 0.2859 52/1246 [>.............................] - ETA: 11:14 - loss: 225.3746 - logits_profile_predictions_loss: 222.9179 - logcount_predictions_loss: 0.2857 53/1246 [>.............................] - ETA: 11:13 - loss: 225.4047 - logits_profile_predictions_loss: 222.9497 - logcount_predictions_loss: 0.2855 54/1246 [>.............................] - ETA: 11:12 - loss: 225.4314 - logits_profile_predictions_loss: 222.9784 - logcount_predictions_loss: 0.2852 55/1246 [>.............................] - ETA: 11:12 - loss: 225.4544 - logits_profile_predictions_loss: 223.0037 - logcount_predictions_loss: 0.2850 56/1246 [>.............................] - ETA: 11:11 - loss: 225.4754 - logits_profile_predictions_loss: 223.0272 - logcount_predictions_loss: 0.2847 57/1246 [>.............................] - ETA: 11:11 - loss: 225.4972 - logits_profile_predictions_loss: 223.0512 - logcount_predictions_loss: 0.2844 58/1246 [>.............................] - ETA: 11:10 - loss: 225.5201 - logits_profile_predictions_loss: 223.0765 - logcount_predictions_loss: 0.2841 59/1246 [>.............................] - ETA: 11:10 - loss: 225.5412 - logits_profile_predictions_loss: 223.1001 - logcount_predictions_loss: 0.2838 60/1246 [>.............................] - ETA: 11:09 - loss: 225.5707 - logits_profile_predictions_loss: 223.1319 - logcount_predictions_loss: 0.2836 61/1246 [>.............................] - ETA: 11:08 - loss: 225.5974 - logits_profile_predictions_loss: 223.1609 - logcount_predictions_loss: 0.2833 62/1246 [>.............................] - ETA: 11:08 - loss: 225.6177 - logits_profile_predictions_loss: 223.1832 - logcount_predictions_loss: 0.2831 63/1246 [>.............................] - ETA: 11:07 - loss: 225.6425 - logits_profile_predictions_loss: 223.2099 - logcount_predictions_loss: 0.2829 64/1246 [>.............................] - ETA: 11:07 - loss: 225.6658 - logits_profile_predictions_loss: 223.2352 - logcount_predictions_loss: 0.2826 65/1246 [>.............................] - ETA: 11:06 - loss: 225.6856 - logits_profile_predictions_loss: 223.2569 - logcount_predictions_loss: 0.2824 66/1246 [>.............................] - ETA: 11:06 - loss: 225.7045 - logits_profile_predictions_loss: 223.2777 - logcount_predictions_loss: 0.2822 67/1246 [>.............................] - ETA: 11:05 - loss: 225.7219 - logits_profile_predictions_loss: 223.2969 - logcount_predictions_loss: 0.2820 68/1246 [>.............................] - ETA: 11:05 - loss: 225.7397 - logits_profile_predictions_loss: 223.3166 - logcount_predictions_loss: 0.2818 69/1246 [>.............................] - ETA: 11:04 - loss: 225.7531 - logits_profile_predictions_loss: 223.3319 - logcount_predictions_loss: 0.2815 70/1246 [>.............................] - ETA: 11:03 - loss: 225.7694 - logits_profile_predictions_loss: 223.3500 - logcount_predictions_loss: 0.2813 71/1246 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logits_profile_predictions_loss: 223.4525 - logcount_predictions_loss: 0.2800 78/1246 [>.............................] - ETA: 10:59 - loss: 225.8719 - logits_profile_predictions_loss: 223.4654 - logcount_predictions_loss: 0.2798 79/1246 [>.............................] - ETA: 10:58 - loss: 225.8796 - logits_profile_predictions_loss: 223.4746 - logcount_predictions_loss: 0.2797 80/1246 [>.............................] - ETA: 10:58 - loss: 225.8905 - logits_profile_predictions_loss: 223.4870 - logcount_predictions_loss: 0.2795 81/1246 [>.............................] - ETA: 10:57 - loss: 225.9008 - logits_profile_predictions_loss: 223.4988 - logcount_predictions_loss: 0.2793 82/1246 [>.............................] - ETA: 10:57 - loss: 225.9094 - logits_profile_predictions_loss: 223.5088 - logcount_predictions_loss: 0.2791 83/1246 [>.............................] - ETA: 10:56 - loss: 225.9162 - logits_profile_predictions_loss: 223.5170 - logcount_predictions_loss: 0.2790 84/1246 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logits_profile_predictions_loss: 223.5649 - logcount_predictions_loss: 0.2780 91/1246 [=>............................] - ETA: 10:52 - loss: 225.9654 - logits_profile_predictions_loss: 223.5760 - logcount_predictions_loss: 0.2778 92/1246 [=>............................] - ETA: 10:51 - loss: 225.9759 - logits_profile_predictions_loss: 223.5876 - logcount_predictions_loss: 0.2777 93/1246 [=>............................] - ETA: 10:50 - loss: 225.9876 - logits_profile_predictions_loss: 223.6004 - logcount_predictions_loss: 0.2776 94/1246 [=>............................] - ETA: 10:50 - loss: 225.9961 - logits_profile_predictions_loss: 223.6100 - logcount_predictions_loss: 0.2775 95/1246 [=>............................] - ETA: 10:49 - loss: 226.0036 - logits_profile_predictions_loss: 223.6187 - logcount_predictions_loss: 0.2773 96/1246 [=>............................] - ETA: 10:49 - loss: 226.0085 - logits_profile_predictions_loss: 223.6246 - logcount_predictions_loss: 0.2772 97/1246 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logits_profile_predictions_loss: 223.6390 - logcount_predictions_loss: 0.2763 104/1246 [=>............................] - ETA: 10:44 - loss: 226.0144 - logits_profile_predictions_loss: 223.6398 - logcount_predictions_loss: 0.2761 105/1246 [=>............................] - ETA: 10:44 - loss: 226.0150 - logits_profile_predictions_loss: 223.6416 - logcount_predictions_loss: 0.2760 106/1246 [=>............................] - ETA: 10:43 - loss: 226.0164 - logits_profile_predictions_loss: 223.6442 - logcount_predictions_loss: 0.2758 107/1246 [=>............................] - ETA: 10:43 - loss: 226.0192 - logits_profile_predictions_loss: 223.6481 - logcount_predictions_loss: 0.2757 108/1246 [=>............................] - ETA: 10:42 - loss: 226.0228 - logits_profile_predictions_loss: 223.6529 - logcount_predictions_loss: 0.2756 109/1246 [=>............................] - ETA: 10:42 - loss: 226.0272 - logits_profile_predictions_loss: 223.6582 - logcount_predictions_loss: 0.2755 110/1246 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logits_profile_predictions_loss: 223.6791 - logcount_predictions_loss: 0.2747 117/1246 [=>............................] - ETA: 10:37 - loss: 226.0421 - logits_profile_predictions_loss: 223.6806 - logcount_predictions_loss: 0.2746 118/1246 [=>............................] - ETA: 10:36 - loss: 226.0446 - logits_profile_predictions_loss: 223.6839 - logcount_predictions_loss: 0.2745 119/1246 [=>............................] - ETA: 10:36 - loss: 226.0475 - logits_profile_predictions_loss: 223.6874 - logcount_predictions_loss: 0.2744 120/1246 [=>............................] - ETA: 10:35 - loss: 226.0503 - logits_profile_predictions_loss: 223.6907 - logcount_predictions_loss: 0.2744 121/1246 [=>............................] - ETA: 10:35 - loss: 226.0527 - logits_profile_predictions_loss: 223.6938 - logcount_predictions_loss: 0.2743 122/1246 [=>............................] - ETA: 10:34 - loss: 226.0554 - logits_profile_predictions_loss: 223.6970 - logcount_predictions_loss: 0.2742 123/1246 [=>............................] - ETA: 10:34 - loss: 226.0581 - logits_profile_predictions_loss: 223.7004 - logcount_predictions_loss: 0.2742 124/1246 [=>............................] - ETA: 10:33 - loss: 226.0601 - logits_profile_predictions_loss: 223.7030 - logcount_predictions_loss: 0.2741 125/1246 [==>...........................] - ETA: 10:33 - loss: 226.0636 - logits_profile_predictions_loss: 223.7070 - logcount_predictions_loss: 0.2740 126/1246 [==>...........................] - ETA: 10:32 - loss: 226.0664 - logits_profile_predictions_loss: 223.7104 - logcount_predictions_loss: 0.2740 127/1246 [==>...........................] - ETA: 10:31 - loss: 226.0690 - logits_profile_predictions_loss: 223.7135 - logcount_predictions_loss: 0.2739 128/1246 [==>...........................] - ETA: 10:31 - loss: 226.0710 - logits_profile_predictions_loss: 223.7162 - logcount_predictions_loss: 0.2738 129/1246 [==>...........................] - ETA: 10:30 - loss: 226.0721 - 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[==>...........................] - ETA: 10:26 - loss: 226.0736 - logits_profile_predictions_loss: 223.7231 - logcount_predictions_loss: 0.2733 137/1246 [==>...........................] - ETA: 10:26 - loss: 226.0715 - logits_profile_predictions_loss: 223.7216 - logcount_predictions_loss: 0.2732 138/1246 [==>...........................] - ETA: 10:25 - loss: 226.0681 - logits_profile_predictions_loss: 223.7187 - logcount_predictions_loss: 0.2732 139/1246 [==>...........................] - ETA: 10:25 - loss: 226.0639 - logits_profile_predictions_loss: 223.7151 - logcount_predictions_loss: 0.2731 140/1246 [==>...........................] - ETA: 10:24 - loss: 226.0596 - logits_profile_predictions_loss: 223.7113 - logcount_predictions_loss: 0.2731 141/1246 [==>...........................] - ETA: 10:23 - loss: 226.0555 - logits_profile_predictions_loss: 223.7077 - logcount_predictions_loss: 0.2730 142/1246 [==>...........................] - ETA: 10:23 - loss: 226.0507 - 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[==>...........................] - ETA: 10:19 - loss: 226.0185 - logits_profile_predictions_loss: 223.6751 - logcount_predictions_loss: 0.2725 150/1246 [==>...........................] - ETA: 10:18 - loss: 226.0151 - logits_profile_predictions_loss: 223.6723 - logcount_predictions_loss: 0.2724 151/1246 [==>...........................] - ETA: 10:18 - loss: 226.0115 - logits_profile_predictions_loss: 223.6693 - logcount_predictions_loss: 0.2724 152/1246 [==>...........................] - ETA: 10:17 - loss: 226.0081 - logits_profile_predictions_loss: 223.6664 - logcount_predictions_loss: 0.2723 153/1246 [==>...........................] - ETA: 10:17 - loss: 226.0052 - logits_profile_predictions_loss: 223.6640 - logcount_predictions_loss: 0.2722 154/1246 [==>...........................] - ETA: 10:16 - loss: 226.0023 - logits_profile_predictions_loss: 223.6616 - logcount_predictions_loss: 0.2722 155/1246 [==>...........................] - ETA: 10:16 - loss: 225.9989 - 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[==>...........................] - ETA: 10:12 - loss: 225.9781 - logits_profile_predictions_loss: 223.6405 - logcount_predictions_loss: 0.2718 163/1246 [==>...........................] - ETA: 10:11 - loss: 225.9748 - logits_profile_predictions_loss: 223.6375 - logcount_predictions_loss: 0.2718 164/1246 [==>...........................] - ETA: 10:11 - loss: 225.9720 - logits_profile_predictions_loss: 223.6349 - logcount_predictions_loss: 0.2718 165/1246 [==>...........................] - ETA: 10:10 - loss: 225.9696 - logits_profile_predictions_loss: 223.6327 - logcount_predictions_loss: 0.2717 166/1246 [==>...........................] - ETA: 10:09 - loss: 225.9679 - logits_profile_predictions_loss: 223.6313 - logcount_predictions_loss: 0.2717 167/1246 [===>..........................] - ETA: 10:09 - loss: 225.9666 - logits_profile_predictions_loss: 223.6303 - logcount_predictions_loss: 0.2717 168/1246 [===>..........................] - ETA: 10:08 - loss: 225.9648 - 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[===>..........................] - ETA: 10:04 - loss: 225.9475 - logits_profile_predictions_loss: 223.6132 - logcount_predictions_loss: 0.2714 176/1246 [===>..........................] - ETA: 10:04 - loss: 225.9451 - logits_profile_predictions_loss: 223.6111 - logcount_predictions_loss: 0.2714 177/1246 [===>..........................] - ETA: 10:03 - loss: 225.9433 - logits_profile_predictions_loss: 223.6095 - logcount_predictions_loss: 0.2714 178/1246 [===>..........................] - ETA: 10:03 - loss: 225.9412 - logits_profile_predictions_loss: 223.6076 - logcount_predictions_loss: 0.2714 179/1246 [===>..........................] - ETA: 10:02 - loss: 225.9393 - logits_profile_predictions_loss: 223.6060 - logcount_predictions_loss: 0.2713 180/1246 [===>..........................] - ETA: 10:02 - loss: 225.9381 - logits_profile_predictions_loss: 223.6049 - logcount_predictions_loss: 0.2713 181/1246 [===>..........................] - ETA: 10:01 - loss: 225.9362 - 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[===>..........................] - ETA: 9:57 - loss: 225.9316 - logits_profile_predictions_loss: 223.6000 - logcount_predictions_loss: 0.2711 189/1246 [===>..........................] - ETA: 9:56 - loss: 225.9310 - logits_profile_predictions_loss: 223.5996 - logcount_predictions_loss: 0.2711 190/1246 [===>..........................] - ETA: 9:56 - loss: 225.9303 - logits_profile_predictions_loss: 223.5990 - logcount_predictions_loss: 0.2711 191/1246 [===>..........................] - ETA: 9:55 - loss: 225.9293 - logits_profile_predictions_loss: 223.5982 - logcount_predictions_loss: 0.2711 192/1246 [===>..........................] - ETA: 9:55 - loss: 225.9286 - logits_profile_predictions_loss: 223.5977 - logcount_predictions_loss: 0.2710 193/1246 [===>..........................] - ETA: 9:54 - loss: 225.9276 - logits_profile_predictions_loss: 223.5968 - logcount_predictions_loss: 0.2710 194/1246 [===>..........................] - ETA: 9:54 - loss: 225.9270 - 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[=====>........................] - ETA: 9:06 - loss: 226.0582 - logits_profile_predictions_loss: 223.7365 - logcount_predictions_loss: 0.2700 280/1246 [=====>........................] - ETA: 9:05 - loss: 226.0616 - logits_profile_predictions_loss: 223.7400 - logcount_predictions_loss: 0.2700 281/1246 [=====>........................] - ETA: 9:05 - loss: 226.0647 - logits_profile_predictions_loss: 223.7431 - logcount_predictions_loss: 0.2700 282/1246 [=====>........................] - ETA: 9:04 - loss: 226.0679 - logits_profile_predictions_loss: 223.7463 - logcount_predictions_loss: 0.2700 283/1246 [=====>........................] - ETA: 9:03 - loss: 226.0708 - logits_profile_predictions_loss: 223.7492 - logcount_predictions_loss: 0.2700 284/1246 [=====>........................] - ETA: 9:03 - loss: 226.0738 - logits_profile_predictions_loss: 223.7522 - logcount_predictions_loss: 0.2700 285/1246 [=====>........................] - ETA: 9:02 - loss: 226.0769 - 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[============================>.] - ETA: 17s - loss: 227.0890 - logits_profile_predictions_loss: 224.7551 - logcount_predictions_loss: 0.2714 1216/1246 [============================>.] - ETA: 16s - loss: 227.0893 - logits_profile_predictions_loss: 224.7554 - logcount_predictions_loss: 0.2714 1217/1246 [============================>.] - ETA: 16s - loss: 227.0895 - logits_profile_predictions_loss: 224.7556 - logcount_predictions_loss: 0.2714 1218/1246 [============================>.] - ETA: 15s - loss: 227.0897 - logits_profile_predictions_loss: 224.7558 - logcount_predictions_loss: 0.2714 1219/1246 [============================>.] - ETA: 15s - loss: 227.0900 - logits_profile_predictions_loss: 224.7560 - logcount_predictions_loss: 0.2714 1220/1246 [============================>.] - ETA: 14s - loss: 227.0902 - logits_profile_predictions_loss: 224.7563 - logcount_predictions_loss: 0.2714 1221/1246 [============================>.] - ETA: 14s - loss: 227.0904 - logits_profile_predictions_loss: 224.7565 - logcount_predictions_loss: 0.2714 1222/1246 [============================>.] - ETA: 13s - loss: 227.0906 - logits_profile_predictions_loss: 224.7567 - logcount_predictions_loss: 0.2714 1223/1246 [============================>.] - ETA: 12s - loss: 227.0908 - logits_profile_predictions_loss: 224.7569 - logcount_predictions_loss: 0.2714 1224/1246 [============================>.] - ETA: 12s - loss: 227.0910 - logits_profile_predictions_loss: 224.7570 - logcount_predictions_loss: 0.2714 1225/1246 [============================>.] - ETA: 11s - loss: 227.0912 - logits_profile_predictions_loss: 224.7572 - logcount_predictions_loss: 0.2714 1226/1246 [============================>.] - ETA: 11s - loss: 227.0913 - logits_profile_predictions_loss: 224.7574 - logcount_predictions_loss: 0.2714 1227/1246 [============================>.] - ETA: 10s - loss: 227.0915 - logits_profile_predictions_loss: 224.7576 - logcount_predictions_loss: 0.2714 1228/1246 [============================>.] - ETA: 10s - loss: 227.0917 - logits_profile_predictions_loss: 224.7577 - logcount_predictions_loss: 0.2714 1229/1246 [============================>.] - ETA: 9s - loss: 227.0919 - logits_profile_predictions_loss: 224.7579 - logcount_predictions_loss: 0.2714  1230/1246 [============================>.] - ETA: 9s - loss: 227.0920 - logits_profile_predictions_loss: 224.7581 - logcount_predictions_loss: 0.2714 1231/1246 [============================>.] - ETA: 8s - loss: 227.0922 - logits_profile_predictions_loss: 224.7582 - logcount_predictions_loss: 0.2714 1232/1246 [============================>.] - ETA: 7s - loss: 227.0923 - logits_profile_predictions_loss: 224.7584 - logcount_predictions_loss: 0.2714 1233/1246 [============================>.] - ETA: 7s - loss: 227.0925 - logits_profile_predictions_loss: 224.7585 - logcount_predictions_loss: 0.2714 1234/1246 [============================>.] - ETA: 6s - loss: 227.0926 - logits_profile_predictions_loss: 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loss: 227.0936 - logits_profile_predictions_loss: 224.7596 - logcount_predictions_loss: 0.2714 1242/1246 [============================>.] - ETA: 2s - loss: 227.0938 - logits_profile_predictions_loss: 224.7598 - logcount_predictions_loss: 0.2714 1243/1246 [============================>.] - ETA: 1s - loss: 227.0940 - logits_profile_predictions_loss: 224.7600 - logcount_predictions_loss: 0.2714 1244/1246 [============================>.] - ETA: 1s - loss: 227.0941 - logits_profile_predictions_loss: 224.7602 - logcount_predictions_loss: 0.2714 1245/1246 [============================>.] - ETA: 0s - loss: 227.0943 - logits_profile_predictions_loss: 224.7603 - logcount_predictions_loss: 0.2714 1246/1246 [==============================] - ETA: 0s - loss: 227.0945 - logits_profile_predictions_loss: 224.7605 - logcount_predictions_loss: 0.2714 1246/1246 [==============================] - 731s 587ms/step - loss: 227.0947 - logits_profile_predictions_loss: 224.7607 - logcount_predictions_loss: 0.2714 - val_loss: 244.1672 - val_logits_profile_predictions_loss: 241.8052 - val_logcount_predictions_loss: 0.2746 + +Epoch 00007: val_loss did not improve from 244.14880 +Epoch 8/50 + 1/1246 [..............................] - ETA: 12:04 - loss: 236.4316 - logits_profile_predictions_loss: 234.6421 - logcount_predictions_loss: 0.2081 2/1246 [..............................] - ETA: 11:43 - loss: 233.8431 - logits_profile_predictions_loss: 232.0433 - logcount_predictions_loss: 0.2093 3/1246 [..............................] - ETA: 11:42 - loss: 232.9745 - logits_profile_predictions_loss: 231.1238 - logcount_predictions_loss: 0.2152 4/1246 [..............................] - ETA: 11:41 - loss: 231.0552 - logits_profile_predictions_loss: 229.1769 - logcount_predictions_loss: 0.2184 5/1246 [..............................] - ETA: 11:40 - loss: 230.1193 - logits_profile_predictions_loss: 228.2308 - logcount_predictions_loss: 0.2196 6/1246 [..............................] - ETA: 11:40 - loss: 229.7457 - logits_profile_predictions_loss: 227.8498 - logcount_predictions_loss: 0.2205 7/1246 [..............................] - ETA: 11:39 - loss: 229.5791 - logits_profile_predictions_loss: 227.6787 - logcount_predictions_loss: 0.2210 8/1246 [..............................] - ETA: 11:39 - loss: 229.3689 - logits_profile_predictions_loss: 227.4620 - logcount_predictions_loss: 0.2217 9/1246 [..............................] - ETA: 11:38 - loss: 229.3573 - logits_profile_predictions_loss: 227.4393 - logcount_predictions_loss: 0.2230 10/1246 [..............................] - ETA: 11:38 - loss: 229.2999 - logits_profile_predictions_loss: 227.3728 - logcount_predictions_loss: 0.2241 11/1246 [..............................] - ETA: 11:37 - loss: 229.2416 - logits_profile_predictions_loss: 227.3090 - logcount_predictions_loss: 0.2247 12/1246 [..............................] - ETA: 11:36 - loss: 229.0771 - logits_profile_predictions_loss: 227.1429 - logcount_predictions_loss: 0.2249 13/1246 [..............................] - ETA: 11:36 - loss: 228.9307 - logits_profile_predictions_loss: 226.9942 - logcount_predictions_loss: 0.2252 14/1246 [..............................] - ETA: 11:35 - loss: 228.7728 - logits_profile_predictions_loss: 226.8277 - logcount_predictions_loss: 0.2262 15/1246 [..............................] - ETA: 11:35 - loss: 228.6721 - logits_profile_predictions_loss: 226.7158 - logcount_predictions_loss: 0.2275 16/1246 [..............................] - ETA: 11:34 - loss: 228.5490 - logits_profile_predictions_loss: 226.5823 - logcount_predictions_loss: 0.2287 17/1246 [..............................] - ETA: 11:33 - loss: 228.4033 - logits_profile_predictions_loss: 226.4278 - logcount_predictions_loss: 0.2297 18/1246 [..............................] - ETA: 11:33 - loss: 228.3355 - logits_profile_predictions_loss: 226.3515 - logcount_predictions_loss: 0.2307 19/1246 [..............................] - ETA: 11:32 - loss: 228.2464 - logits_profile_predictions_loss: 226.2542 - logcount_predictions_loss: 0.2317 20/1246 [..............................] - ETA: 11:32 - loss: 228.1362 - logits_profile_predictions_loss: 226.1354 - logcount_predictions_loss: 0.2327 21/1246 [..............................] - ETA: 11:31 - loss: 228.0053 - logits_profile_predictions_loss: 225.9952 - logcount_predictions_loss: 0.2337 22/1246 [..............................] - ETA: 11:31 - loss: 227.8557 - logits_profile_predictions_loss: 225.8387 - logcount_predictions_loss: 0.2345 23/1246 [..............................] - ETA: 11:30 - loss: 227.7215 - logits_profile_predictions_loss: 225.6992 - logcount_predictions_loss: 0.2352 24/1246 [..............................] - ETA: 11:29 - loss: 227.6026 - logits_profile_predictions_loss: 225.5749 - logcount_predictions_loss: 0.2358 25/1246 [..............................] - ETA: 11:29 - loss: 227.5022 - logits_profile_predictions_loss: 225.4691 - logcount_predictions_loss: 0.2364 26/1246 [..............................] - ETA: 11:28 - loss: 227.4201 - logits_profile_predictions_loss: 225.3818 - logcount_predictions_loss: 0.2370 27/1246 [..............................] - ETA: 11:28 - loss: 227.3596 - logits_profile_predictions_loss: 225.3171 - logcount_predictions_loss: 0.2375 28/1246 [..............................] - ETA: 11:27 - loss: 227.3199 - logits_profile_predictions_loss: 225.2734 - logcount_predictions_loss: 0.2380 29/1246 [..............................] - ETA: 11:27 - loss: 227.2910 - logits_profile_predictions_loss: 225.2410 - logcount_predictions_loss: 0.2384 30/1246 [..............................] - ETA: 11:26 - loss: 227.2591 - logits_profile_predictions_loss: 225.2059 - logcount_predictions_loss: 0.2387 31/1246 [..............................] - ETA: 11:25 - loss: 227.2302 - logits_profile_predictions_loss: 225.1739 - logcount_predictions_loss: 0.2391 32/1246 [..............................] - ETA: 11:25 - loss: 227.2295 - logits_profile_predictions_loss: 225.1705 - logcount_predictions_loss: 0.2394 33/1246 [..............................] - ETA: 11:24 - loss: 227.2322 - logits_profile_predictions_loss: 225.1706 - logcount_predictions_loss: 0.2397 34/1246 [..............................] - ETA: 11:24 - loss: 227.2139 - logits_profile_predictions_loss: 225.1504 - logcount_predictions_loss: 0.2399 35/1246 [..............................] - ETA: 11:23 - loss: 227.1883 - logits_profile_predictions_loss: 225.1225 - logcount_predictions_loss: 0.2402 36/1246 [..............................] - ETA: 11:23 - loss: 227.1642 - logits_profile_predictions_loss: 225.0962 - logcount_predictions_loss: 0.2405 37/1246 [..............................] - ETA: 11:22 - loss: 227.1438 - logits_profile_predictions_loss: 225.0734 - logcount_predictions_loss: 0.2408 38/1246 [..............................] - ETA: 11:21 - loss: 227.1086 - logits_profile_predictions_loss: 225.0356 - logcount_predictions_loss: 0.2411 39/1246 [..............................] - ETA: 11:21 - loss: 227.0693 - logits_profile_predictions_loss: 224.9941 - logcount_predictions_loss: 0.2413 40/1246 [..............................] - ETA: 11:20 - loss: 227.0451 - logits_profile_predictions_loss: 224.9680 - logcount_predictions_loss: 0.2415 41/1246 [..............................] - ETA: 11:20 - loss: 227.0354 - logits_profile_predictions_loss: 224.9566 - logcount_predictions_loss: 0.2417 42/1246 [>.............................] - ETA: 11:19 - loss: 227.0298 - logits_profile_predictions_loss: 224.9487 - logcount_predictions_loss: 0.2420 43/1246 [>.............................] - ETA: 11:19 - loss: 227.0229 - logits_profile_predictions_loss: 224.9400 - logcount_predictions_loss: 0.2422 44/1246 [>.............................] - ETA: 11:18 - loss: 227.0151 - logits_profile_predictions_loss: 224.9307 - logcount_predictions_loss: 0.2424 45/1246 [>.............................] - ETA: 11:18 - loss: 227.0144 - logits_profile_predictions_loss: 224.9283 - logcount_predictions_loss: 0.2426 46/1246 [>.............................] - ETA: 11:17 - loss: 227.0192 - logits_profile_predictions_loss: 224.9312 - logcount_predictions_loss: 0.2428 47/1246 [>.............................] - ETA: 11:16 - loss: 227.0253 - logits_profile_predictions_loss: 224.9354 - logcount_predictions_loss: 0.2430 48/1246 [>.............................] - ETA: 11:16 - loss: 227.0270 - logits_profile_predictions_loss: 224.9356 - logcount_predictions_loss: 0.2432 49/1246 [>.............................] - ETA: 11:15 - loss: 227.0260 - logits_profile_predictions_loss: 224.9332 - logcount_predictions_loss: 0.2433 50/1246 [>.............................] - ETA: 11:15 - loss: 227.0335 - logits_profile_predictions_loss: 224.9395 - logcount_predictions_loss: 0.2435 51/1246 [>.............................] - ETA: 11:14 - loss: 227.0367 - logits_profile_predictions_loss: 224.9414 - logcount_predictions_loss: 0.2436 52/1246 [>.............................] - ETA: 11:14 - loss: 227.0394 - logits_profile_predictions_loss: 224.9430 - logcount_predictions_loss: 0.2438 53/1246 [>.............................] - ETA: 11:13 - loss: 227.0412 - logits_profile_predictions_loss: 224.9436 - logcount_predictions_loss: 0.2439 54/1246 [>.............................] - ETA: 11:12 - loss: 227.0393 - logits_profile_predictions_loss: 224.9408 - logcount_predictions_loss: 0.2440 55/1246 [>.............................] - ETA: 11:12 - loss: 227.0425 - logits_profile_predictions_loss: 224.9428 - logcount_predictions_loss: 0.2442 56/1246 [>.............................] - ETA: 11:11 - loss: 227.0407 - logits_profile_predictions_loss: 224.9399 - logcount_predictions_loss: 0.2443 57/1246 [>.............................] - ETA: 11:11 - loss: 227.0388 - logits_profile_predictions_loss: 224.9370 - logcount_predictions_loss: 0.2444 58/1246 [>.............................] - ETA: 11:10 - loss: 227.0333 - logits_profile_predictions_loss: 224.9307 - logcount_predictions_loss: 0.2445 59/1246 [>.............................] - ETA: 11:10 - loss: 227.0296 - logits_profile_predictions_loss: 224.9260 - logcount_predictions_loss: 0.2446 60/1246 [>.............................] - ETA: 11:09 - loss: 227.0216 - logits_profile_predictions_loss: 224.9173 - logcount_predictions_loss: 0.2447 61/1246 [>.............................] - ETA: 11:08 - loss: 227.0083 - logits_profile_predictions_loss: 224.9034 - logcount_predictions_loss: 0.2448 62/1246 [>.............................] - ETA: 11:08 - loss: 226.9966 - logits_profile_predictions_loss: 224.8911 - logcount_predictions_loss: 0.2448 63/1246 [>.............................] - ETA: 11:07 - loss: 226.9920 - logits_profile_predictions_loss: 224.8860 - logcount_predictions_loss: 0.2449 64/1246 [>.............................] - ETA: 11:07 - loss: 226.9902 - logits_profile_predictions_loss: 224.8836 - logcount_predictions_loss: 0.2449 65/1246 [>.............................] - ETA: 11:06 - loss: 226.9895 - logits_profile_predictions_loss: 224.8825 - logcount_predictions_loss: 0.2450 66/1246 [>.............................] - ETA: 11:06 - loss: 226.9861 - logits_profile_predictions_loss: 224.8787 - logcount_predictions_loss: 0.2450 67/1246 [>.............................] - ETA: 11:05 - loss: 226.9798 - logits_profile_predictions_loss: 224.8722 - logcount_predictions_loss: 0.2451 68/1246 [>.............................] - ETA: 11:05 - loss: 226.9781 - logits_profile_predictions_loss: 224.8701 - logcount_predictions_loss: 0.2451 69/1246 [>.............................] - ETA: 11:04 - loss: 226.9790 - logits_profile_predictions_loss: 224.8705 - logcount_predictions_loss: 0.2452 70/1246 [>.............................] - ETA: 11:03 - loss: 226.9747 - logits_profile_predictions_loss: 224.8657 - logcount_predictions_loss: 0.2452 71/1246 [>.............................] - ETA: 11:03 - loss: 226.9681 - logits_profile_predictions_loss: 224.8588 - logcount_predictions_loss: 0.2453 72/1246 [>.............................] - ETA: 11:02 - loss: 226.9562 - logits_profile_predictions_loss: 224.8466 - logcount_predictions_loss: 0.2453 73/1246 [>.............................] - ETA: 11:02 - loss: 226.9431 - logits_profile_predictions_loss: 224.8330 - logcount_predictions_loss: 0.2454 74/1246 [>.............................] - ETA: 11:01 - loss: 226.9296 - logits_profile_predictions_loss: 224.8191 - logcount_predictions_loss: 0.2454 75/1246 [>.............................] - ETA: 11:01 - loss: 226.9178 - logits_profile_predictions_loss: 224.8069 - logcount_predictions_loss: 0.2455 76/1246 [>.............................] - ETA: 11:00 - loss: 226.9057 - logits_profile_predictions_loss: 224.7945 - logcount_predictions_loss: 0.2455 77/1246 [>.............................] - ETA: 11:00 - loss: 226.8941 - logits_profile_predictions_loss: 224.7826 - logcount_predictions_loss: 0.2455 78/1246 [>.............................] - ETA: 10:59 - loss: 226.8847 - logits_profile_predictions_loss: 224.7730 - logcount_predictions_loss: 0.2455 79/1246 [>.............................] - ETA: 10:58 - loss: 226.8751 - logits_profile_predictions_loss: 224.7632 - logcount_predictions_loss: 0.2456 80/1246 [>.............................] - ETA: 10:58 - loss: 226.8655 - logits_profile_predictions_loss: 224.7534 - logcount_predictions_loss: 0.2456 81/1246 [>.............................] - ETA: 10:57 - loss: 226.8573 - logits_profile_predictions_loss: 224.7450 - logcount_predictions_loss: 0.2456 82/1246 [>.............................] - ETA: 10:57 - loss: 226.8471 - logits_profile_predictions_loss: 224.7345 - logcount_predictions_loss: 0.2457 83/1246 [>.............................] - ETA: 10:56 - loss: 226.8364 - logits_profile_predictions_loss: 224.7235 - logcount_predictions_loss: 0.2457 84/1246 [=>............................] - ETA: 10:56 - loss: 226.8252 - logits_profile_predictions_loss: 224.7122 - logcount_predictions_loss: 0.2457 85/1246 [=>............................] - ETA: 10:55 - loss: 226.8167 - logits_profile_predictions_loss: 224.7036 - logcount_predictions_loss: 0.2457 86/1246 [=>............................] - ETA: 10:54 - loss: 226.8117 - logits_profile_predictions_loss: 224.6986 - logcount_predictions_loss: 0.2457 87/1246 [=>............................] - ETA: 10:54 - loss: 226.8070 - logits_profile_predictions_loss: 224.6938 - logcount_predictions_loss: 0.2457 88/1246 [=>............................] - ETA: 10:53 - loss: 226.8028 - logits_profile_predictions_loss: 224.6895 - logcount_predictions_loss: 0.2457 89/1246 [=>............................] - ETA: 10:53 - loss: 226.7991 - logits_profile_predictions_loss: 224.6857 - logcount_predictions_loss: 0.2458 90/1246 [=>............................] - ETA: 10:52 - loss: 226.7941 - logits_profile_predictions_loss: 224.6804 - logcount_predictions_loss: 0.2458 91/1246 [=>............................] - ETA: 10:52 - loss: 226.7904 - logits_profile_predictions_loss: 224.6763 - logcount_predictions_loss: 0.2458 92/1246 [=>............................] - ETA: 10:51 - loss: 226.7862 - logits_profile_predictions_loss: 224.6718 - logcount_predictions_loss: 0.2459 93/1246 [=>............................] - ETA: 10:50 - loss: 226.7809 - logits_profile_predictions_loss: 224.6662 - logcount_predictions_loss: 0.2459 94/1246 [=>............................] - ETA: 10:50 - loss: 226.7761 - logits_profile_predictions_loss: 224.6611 - logcount_predictions_loss: 0.2459 95/1246 [=>............................] - ETA: 10:49 - loss: 226.7747 - logits_profile_predictions_loss: 224.6593 - logcount_predictions_loss: 0.2460 96/1246 [=>............................] - ETA: 10:49 - loss: 226.7721 - logits_profile_predictions_loss: 224.6563 - logcount_predictions_loss: 0.2460 97/1246 [=>............................] - ETA: 10:48 - loss: 226.7690 - logits_profile_predictions_loss: 224.6530 - logcount_predictions_loss: 0.2461 98/1246 [=>............................] - ETA: 10:48 - loss: 226.7670 - logits_profile_predictions_loss: 224.6506 - logcount_predictions_loss: 0.2461 99/1246 [=>............................] - ETA: 10:47 - loss: 226.7658 - logits_profile_predictions_loss: 224.6491 - logcount_predictions_loss: 0.2461 100/1246 [=>............................] - ETA: 10:47 - loss: 226.7629 - logits_profile_predictions_loss: 224.6458 - logcount_predictions_loss: 0.2462 101/1246 [=>............................] - ETA: 10:46 - loss: 226.7607 - logits_profile_predictions_loss: 224.6434 - logcount_predictions_loss: 0.2462 102/1246 [=>............................] - ETA: 10:45 - loss: 226.7598 - logits_profile_predictions_loss: 224.6422 - logcount_predictions_loss: 0.2462 103/1246 [=>............................] - ETA: 10:45 - loss: 226.7586 - logits_profile_predictions_loss: 224.6406 - logcount_predictions_loss: 0.2463 104/1246 [=>............................] - ETA: 10:44 - loss: 226.7545 - logits_profile_predictions_loss: 224.6361 - logcount_predictions_loss: 0.2463 105/1246 [=>............................] - ETA: 10:44 - loss: 226.7513 - logits_profile_predictions_loss: 224.6325 - logcount_predictions_loss: 0.2464 106/1246 [=>............................] - ETA: 10:43 - loss: 226.7482 - logits_profile_predictions_loss: 224.6290 - logcount_predictions_loss: 0.2464 107/1246 [=>............................] - ETA: 10:43 - loss: 226.7442 - logits_profile_predictions_loss: 224.6246 - logcount_predictions_loss: 0.2465 108/1246 [=>............................] - ETA: 10:42 - loss: 226.7410 - logits_profile_predictions_loss: 224.6210 - logcount_predictions_loss: 0.2465 109/1246 [=>............................] - ETA: 10:41 - loss: 226.7403 - logits_profile_predictions_loss: 224.6199 - logcount_predictions_loss: 0.2466 110/1246 [=>............................] - ETA: 10:41 - loss: 226.7387 - logits_profile_predictions_loss: 224.6179 - logcount_predictions_loss: 0.2466 111/1246 [=>............................] - ETA: 10:40 - loss: 226.7373 - logits_profile_predictions_loss: 224.6162 - logcount_predictions_loss: 0.2466 112/1246 [=>............................] - ETA: 10:40 - loss: 226.7345 - logits_profile_predictions_loss: 224.6130 - logcount_predictions_loss: 0.2467 113/1246 [=>............................] - ETA: 10:39 - loss: 226.7317 - logits_profile_predictions_loss: 224.6100 - logcount_predictions_loss: 0.2467 114/1246 [=>............................] - ETA: 10:39 - loss: 226.7293 - logits_profile_predictions_loss: 224.6073 - logcount_predictions_loss: 0.2467 115/1246 [=>............................] - ETA: 10:38 - loss: 226.7259 - logits_profile_predictions_loss: 224.6036 - logcount_predictions_loss: 0.2468 116/1246 [=>............................] - ETA: 10:38 - loss: 226.7220 - logits_profile_predictions_loss: 224.5994 - logcount_predictions_loss: 0.2468 117/1246 [=>............................] - ETA: 10:37 - loss: 226.7182 - logits_profile_predictions_loss: 224.5953 - logcount_predictions_loss: 0.2468 118/1246 [=>............................] - ETA: 10:36 - loss: 226.7156 - logits_profile_predictions_loss: 224.5925 - logcount_predictions_loss: 0.2469 119/1246 [=>............................] - ETA: 10:36 - loss: 226.7135 - logits_profile_predictions_loss: 224.5902 - logcount_predictions_loss: 0.2469 120/1246 [=>............................] - ETA: 10:35 - loss: 226.7127 - logits_profile_predictions_loss: 224.5892 - logcount_predictions_loss: 0.2469 121/1246 [=>............................] - ETA: 10:35 - loss: 226.7109 - logits_profile_predictions_loss: 224.5871 - logcount_predictions_loss: 0.2470 122/1246 [=>............................] - ETA: 10:34 - loss: 226.7088 - logits_profile_predictions_loss: 224.5848 - logcount_predictions_loss: 0.2470 123/1246 [=>............................] - ETA: 10:34 - loss: 226.7060 - logits_profile_predictions_loss: 224.5817 - logcount_predictions_loss: 0.2470 124/1246 [=>............................] - ETA: 10:33 - loss: 226.7042 - logits_profile_predictions_loss: 224.5797 - logcount_predictions_loss: 0.2470 125/1246 [==>...........................] - ETA: 10:33 - loss: 226.7021 - logits_profile_predictions_loss: 224.5773 - logcount_predictions_loss: 0.2471 126/1246 [==>...........................] - ETA: 10:32 - loss: 226.7002 - logits_profile_predictions_loss: 224.5752 - logcount_predictions_loss: 0.2471 127/1246 [==>...........................] - ETA: 10:31 - loss: 226.6993 - logits_profile_predictions_loss: 224.5739 - logcount_predictions_loss: 0.2471 128/1246 [==>...........................] - ETA: 10:31 - loss: 226.6995 - logits_profile_predictions_loss: 224.5739 - logcount_predictions_loss: 0.2472 129/1246 [==>...........................] - ETA: 10:30 - loss: 226.7001 - logits_profile_predictions_loss: 224.5742 - logcount_predictions_loss: 0.2472 130/1246 [==>...........................] - ETA: 10:30 - loss: 226.7012 - logits_profile_predictions_loss: 224.5750 - logcount_predictions_loss: 0.2472 131/1246 [==>...........................] - ETA: 10:29 - loss: 226.7022 - logits_profile_predictions_loss: 224.5758 - logcount_predictions_loss: 0.2473 132/1246 [==>...........................] - ETA: 10:29 - loss: 226.7033 - logits_profile_predictions_loss: 224.5766 - logcount_predictions_loss: 0.2473 133/1246 [==>...........................] - ETA: 10:28 - loss: 226.7039 - logits_profile_predictions_loss: 224.5769 - logcount_predictions_loss: 0.2473 134/1246 [==>...........................] - ETA: 10:27 - loss: 226.7061 - logits_profile_predictions_loss: 224.5789 - logcount_predictions_loss: 0.2474 135/1246 [==>...........................] - ETA: 10:27 - loss: 226.7081 - logits_profile_predictions_loss: 224.5806 - logcount_predictions_loss: 0.2474 136/1246 [==>...........................] - ETA: 10:26 - loss: 226.7110 - logits_profile_predictions_loss: 224.5832 - logcount_predictions_loss: 0.2474 137/1246 [==>...........................] - ETA: 10:26 - loss: 226.7123 - logits_profile_predictions_loss: 224.5843 - logcount_predictions_loss: 0.2474 138/1246 [==>...........................] - ETA: 10:25 - loss: 226.7127 - logits_profile_predictions_loss: 224.5845 - logcount_predictions_loss: 0.2475 139/1246 [==>...........................] - ETA: 10:25 - loss: 226.7138 - logits_profile_predictions_loss: 224.5854 - logcount_predictions_loss: 0.2475 140/1246 [==>...........................] - ETA: 10:24 - loss: 226.7160 - logits_profile_predictions_loss: 224.5874 - logcount_predictions_loss: 0.2475 141/1246 [==>...........................] - ETA: 10:23 - loss: 226.7190 - logits_profile_predictions_loss: 224.5902 - logcount_predictions_loss: 0.2475 142/1246 [==>...........................] - ETA: 10:23 - loss: 226.7216 - logits_profile_predictions_loss: 224.5926 - logcount_predictions_loss: 0.2476 143/1246 [==>...........................] - ETA: 10:22 - loss: 226.7254 - logits_profile_predictions_loss: 224.5961 - logcount_predictions_loss: 0.2476 144/1246 [==>...........................] - ETA: 10:22 - loss: 226.7284 - logits_profile_predictions_loss: 224.5989 - logcount_predictions_loss: 0.2476 145/1246 [==>...........................] - ETA: 10:21 - loss: 226.7316 - logits_profile_predictions_loss: 224.6019 - logcount_predictions_loss: 0.2476 146/1246 [==>...........................] - ETA: 10:21 - loss: 226.7346 - logits_profile_predictions_loss: 224.6047 - logcount_predictions_loss: 0.2477 147/1246 [==>...........................] - ETA: 10:20 - loss: 226.7375 - logits_profile_predictions_loss: 224.6075 - logcount_predictions_loss: 0.2477 148/1246 [==>...........................] - ETA: 10:20 - loss: 226.7401 - logits_profile_predictions_loss: 224.6099 - logcount_predictions_loss: 0.2477 149/1246 [==>...........................] - ETA: 10:19 - loss: 226.7431 - logits_profile_predictions_loss: 224.6127 - logcount_predictions_loss: 0.2477 150/1246 [==>...........................] - ETA: 10:18 - loss: 226.7468 - logits_profile_predictions_loss: 224.6162 - logcount_predictions_loss: 0.2477 151/1246 [==>...........................] - ETA: 10:18 - loss: 226.7498 - logits_profile_predictions_loss: 224.6190 - logcount_predictions_loss: 0.2478 152/1246 [==>...........................] - ETA: 10:17 - loss: 226.7533 - logits_profile_predictions_loss: 224.6223 - logcount_predictions_loss: 0.2478 153/1246 [==>...........................] - ETA: 10:17 - loss: 226.7568 - logits_profile_predictions_loss: 224.6256 - logcount_predictions_loss: 0.2478 154/1246 [==>...........................] - ETA: 10:16 - loss: 226.7601 - logits_profile_predictions_loss: 224.6288 - logcount_predictions_loss: 0.2478 155/1246 [==>...........................] - ETA: 10:16 - loss: 226.7641 - logits_profile_predictions_loss: 224.6326 - logcount_predictions_loss: 0.2478 156/1246 [==>...........................] - ETA: 10:15 - loss: 226.7678 - logits_profile_predictions_loss: 224.6362 - logcount_predictions_loss: 0.2479 157/1246 [==>...........................] - ETA: 10:14 - loss: 226.7722 - logits_profile_predictions_loss: 224.6403 - logcount_predictions_loss: 0.2479 158/1246 [==>...........................] - ETA: 10:14 - loss: 226.7750 - logits_profile_predictions_loss: 224.6429 - logcount_predictions_loss: 0.2479 159/1246 [==>...........................] - ETA: 10:13 - loss: 226.7773 - logits_profile_predictions_loss: 224.6450 - logcount_predictions_loss: 0.2479 160/1246 [==>...........................] - ETA: 10:13 - loss: 226.7801 - logits_profile_predictions_loss: 224.6477 - logcount_predictions_loss: 0.2480 161/1246 [==>...........................] - ETA: 10:12 - loss: 226.7826 - logits_profile_predictions_loss: 224.6500 - logcount_predictions_loss: 0.2480 162/1246 [==>...........................] - ETA: 10:12 - loss: 226.7849 - logits_profile_predictions_loss: 224.6522 - logcount_predictions_loss: 0.2480 163/1246 [==>...........................] - ETA: 10:11 - loss: 226.7873 - logits_profile_predictions_loss: 224.6545 - logcount_predictions_loss: 0.2480 164/1246 [==>...........................] - ETA: 10:11 - loss: 226.7892 - logits_profile_predictions_loss: 224.6562 - logcount_predictions_loss: 0.2480 165/1246 [==>...........................] - ETA: 10:10 - loss: 226.7907 - logits_profile_predictions_loss: 224.6576 - logcount_predictions_loss: 0.2480 166/1246 [==>...........................] - ETA: 10:09 - loss: 226.7922 - logits_profile_predictions_loss: 224.6590 - logcount_predictions_loss: 0.2480 167/1246 [===>..........................] - ETA: 10:09 - loss: 226.7934 - logits_profile_predictions_loss: 224.6601 - logcount_predictions_loss: 0.2481 168/1246 [===>..........................] - ETA: 10:08 - loss: 226.7944 - logits_profile_predictions_loss: 224.6610 - logcount_predictions_loss: 0.2481 169/1246 [===>..........................] - ETA: 10:08 - loss: 226.7957 - logits_profile_predictions_loss: 224.6622 - logcount_predictions_loss: 0.2481 170/1246 [===>..........................] - ETA: 10:07 - loss: 226.7975 - logits_profile_predictions_loss: 224.6639 - logcount_predictions_loss: 0.2481 171/1246 [===>..........................] - ETA: 10:07 - loss: 226.7985 - logits_profile_predictions_loss: 224.6647 - logcount_predictions_loss: 0.2481 172/1246 [===>..........................] - ETA: 10:06 - loss: 226.7990 - logits_profile_predictions_loss: 224.6652 - logcount_predictions_loss: 0.2481 173/1246 [===>..........................] - ETA: 10:06 - loss: 226.7989 - logits_profile_predictions_loss: 224.6650 - logcount_predictions_loss: 0.2481 174/1246 [===>..........................] - ETA: 10:05 - loss: 226.7987 - logits_profile_predictions_loss: 224.6647 - logcount_predictions_loss: 0.2481 175/1246 [===>..........................] - ETA: 10:04 - loss: 226.7974 - logits_profile_predictions_loss: 224.6632 - logcount_predictions_loss: 0.2482 176/1246 [===>..........................] - ETA: 10:04 - loss: 226.7965 - logits_profile_predictions_loss: 224.6623 - logcount_predictions_loss: 0.2482 177/1246 [===>..........................] - ETA: 10:03 - loss: 226.7961 - logits_profile_predictions_loss: 224.6618 - logcount_predictions_loss: 0.2482 178/1246 [===>..........................] - ETA: 10:03 - loss: 226.7956 - logits_profile_predictions_loss: 224.6611 - logcount_predictions_loss: 0.2482 179/1246 [===>..........................] - ETA: 10:02 - loss: 226.7952 - logits_profile_predictions_loss: 224.6606 - logcount_predictions_loss: 0.2482 180/1246 [===>..........................] - ETA: 10:02 - loss: 226.7951 - logits_profile_predictions_loss: 224.6605 - logcount_predictions_loss: 0.2482 181/1246 [===>..........................] - ETA: 10:01 - loss: 226.7951 - logits_profile_predictions_loss: 224.6603 - logcount_predictions_loss: 0.2482 182/1246 [===>..........................] - ETA: 10:00 - loss: 226.7946 - logits_profile_predictions_loss: 224.6598 - logcount_predictions_loss: 0.2482 183/1246 [===>..........................] - ETA: 10:00 - loss: 226.7948 - logits_profile_predictions_loss: 224.6600 - logcount_predictions_loss: 0.2482 184/1246 [===>..........................] - ETA: 9:59 - loss: 226.7951 - logits_profile_predictions_loss: 224.6602 - logcount_predictions_loss: 0.2482  185/1246 [===>..........................] - ETA: 9:59 - loss: 226.7951 - logits_profile_predictions_loss: 224.6601 - logcount_predictions_loss: 0.2483 186/1246 [===>..........................] - ETA: 9:58 - loss: 226.7954 - logits_profile_predictions_loss: 224.6603 - logcount_predictions_loss: 0.2483 187/1246 [===>..........................] - ETA: 9:58 - loss: 226.7951 - logits_profile_predictions_loss: 224.6599 - logcount_predictions_loss: 0.2483 188/1246 [===>..........................] - ETA: 9:57 - loss: 226.7949 - logits_profile_predictions_loss: 224.6597 - logcount_predictions_loss: 0.2483 189/1246 [===>..........................] - ETA: 9:56 - loss: 226.7943 - logits_profile_predictions_loss: 224.6590 - logcount_predictions_loss: 0.2483 190/1246 [===>..........................] - ETA: 9:56 - loss: 226.7932 - logits_profile_predictions_loss: 224.6579 - logcount_predictions_loss: 0.2483 191/1246 [===>..........................] - ETA: 9:55 - loss: 226.7923 - logits_profile_predictions_loss: 224.6568 - logcount_predictions_loss: 0.2483 192/1246 [===>..........................] - ETA: 9:55 - loss: 226.7913 - logits_profile_predictions_loss: 224.6557 - logcount_predictions_loss: 0.2483 193/1246 [===>..........................] - ETA: 9:54 - loss: 226.7899 - logits_profile_predictions_loss: 224.6543 - logcount_predictions_loss: 0.2483 194/1246 [===>..........................] - ETA: 9:54 - loss: 226.7882 - logits_profile_predictions_loss: 224.6525 - logcount_predictions_loss: 0.2483 195/1246 [===>..........................] - ETA: 9:53 - loss: 226.7865 - logits_profile_predictions_loss: 224.6508 - logcount_predictions_loss: 0.2483 196/1246 [===>..........................] - ETA: 9:53 - loss: 226.7848 - logits_profile_predictions_loss: 224.6490 - logcount_predictions_loss: 0.2483 197/1246 [===>..........................] - ETA: 9:52 - loss: 226.7827 - logits_profile_predictions_loss: 224.6469 - logcount_predictions_loss: 0.2484 198/1246 [===>..........................] - ETA: 9:51 - loss: 226.7805 - logits_profile_predictions_loss: 224.6445 - logcount_predictions_loss: 0.2484 199/1246 [===>..........................] - ETA: 9:51 - loss: 226.7782 - logits_profile_predictions_loss: 224.6421 - logcount_predictions_loss: 0.2484 200/1246 [===>..........................] - ETA: 9:50 - loss: 226.7762 - logits_profile_predictions_loss: 224.6400 - logcount_predictions_loss: 0.2484 201/1246 [===>..........................] - ETA: 9:50 - loss: 226.7745 - logits_profile_predictions_loss: 224.6383 - logcount_predictions_loss: 0.2484 202/1246 [===>..........................] - ETA: 9:49 - loss: 226.7731 - logits_profile_predictions_loss: 224.6368 - logcount_predictions_loss: 0.2484 203/1246 [===>..........................] - ETA: 9:49 - loss: 226.7717 - logits_profile_predictions_loss: 224.6353 - logcount_predictions_loss: 0.2484 204/1246 [===>..........................] - ETA: 9:48 - loss: 226.7702 - logits_profile_predictions_loss: 224.6337 - logcount_predictions_loss: 0.2484 205/1246 [===>..........................] - ETA: 9:47 - loss: 226.7686 - logits_profile_predictions_loss: 224.6321 - logcount_predictions_loss: 0.2484 206/1246 [===>..........................] - ETA: 9:47 - loss: 226.7667 - logits_profile_predictions_loss: 224.6302 - logcount_predictions_loss: 0.2484 207/1246 [===>..........................] - ETA: 9:46 - loss: 226.7653 - logits_profile_predictions_loss: 224.6287 - logcount_predictions_loss: 0.2484 208/1246 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[=====>........................] - ETA: 9:09 - loss: 226.5938 - logits_profile_predictions_loss: 224.4507 - logcount_predictions_loss: 0.2492 274/1246 [=====>........................] - ETA: 9:08 - loss: 226.5921 - logits_profile_predictions_loss: 224.4490 - logcount_predictions_loss: 0.2492 275/1246 [=====>........................] - ETA: 9:08 - loss: 226.5904 - logits_profile_predictions_loss: 224.4471 - logcount_predictions_loss: 0.2492 276/1246 [=====>........................] - ETA: 9:07 - loss: 226.5885 - logits_profile_predictions_loss: 224.4452 - logcount_predictions_loss: 0.2492 277/1246 [=====>........................] - ETA: 9:07 - loss: 226.5868 - logits_profile_predictions_loss: 224.4434 - logcount_predictions_loss: 0.2492 278/1246 [=====>........................] - ETA: 9:06 - loss: 226.5852 - logits_profile_predictions_loss: 224.4417 - logcount_predictions_loss: 0.2492 279/1246 [=====>........................] - ETA: 9:06 - loss: 226.5837 - 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[=====>........................] - ETA: 9:02 - loss: 226.5732 - logits_profile_predictions_loss: 224.4291 - logcount_predictions_loss: 0.2493 287/1246 [=====>........................] - ETA: 9:01 - loss: 226.5713 - logits_profile_predictions_loss: 224.4271 - logcount_predictions_loss: 0.2493 288/1246 [=====>........................] - ETA: 9:01 - loss: 226.5693 - logits_profile_predictions_loss: 224.4250 - logcount_predictions_loss: 0.2493 289/1246 [=====>........................] - ETA: 9:00 - loss: 226.5675 - logits_profile_predictions_loss: 224.4231 - logcount_predictions_loss: 0.2493 290/1246 [=====>........................] - ETA: 8:59 - loss: 226.5658 - logits_profile_predictions_loss: 224.4213 - logcount_predictions_loss: 0.2494 291/1246 [======>.......................] - ETA: 8:59 - loss: 226.5638 - logits_profile_predictions_loss: 224.4193 - logcount_predictions_loss: 0.2494 292/1246 [======>.......................] - ETA: 8:58 - loss: 226.5616 - 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[============================>.] - ETA: 20s - loss: 225.8459 - logits_profile_predictions_loss: 223.6460 - logcount_predictions_loss: 0.2558 1210/1246 [============================>.] - ETA: 20s - loss: 225.8458 - logits_profile_predictions_loss: 223.6458 - logcount_predictions_loss: 0.2558 1211/1246 [============================>.] - ETA: 19s - loss: 225.8456 - logits_profile_predictions_loss: 223.6456 - logcount_predictions_loss: 0.2558 1212/1246 [============================>.] - ETA: 19s - loss: 225.8455 - logits_profile_predictions_loss: 223.6455 - logcount_predictions_loss: 0.2558 1213/1246 [============================>.] - ETA: 18s - loss: 225.8453 - logits_profile_predictions_loss: 223.6453 - logcount_predictions_loss: 0.2558 1214/1246 [============================>.] - ETA: 18s - loss: 225.8452 - logits_profile_predictions_loss: 223.6451 - logcount_predictions_loss: 0.2558 1215/1246 [============================>.] - ETA: 17s - loss: 225.8450 - 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[============================>.] - ETA: 13s - loss: 225.8442 - logits_profile_predictions_loss: 223.6439 - logcount_predictions_loss: 0.2559 1223/1246 [============================>.] - ETA: 12s - loss: 225.8441 - logits_profile_predictions_loss: 223.6437 - logcount_predictions_loss: 0.2559 1224/1246 [============================>.] - ETA: 12s - loss: 225.8440 - logits_profile_predictions_loss: 223.6436 - logcount_predictions_loss: 0.2559 1225/1246 [============================>.] - ETA: 11s - loss: 225.8438 - logits_profile_predictions_loss: 223.6434 - logcount_predictions_loss: 0.2559 1226/1246 [============================>.] - ETA: 11s - loss: 225.8437 - logits_profile_predictions_loss: 223.6433 - logcount_predictions_loss: 0.2559 1227/1246 [============================>.] - ETA: 10s - loss: 225.8436 - logits_profile_predictions_loss: 223.6431 - logcount_predictions_loss: 0.2559 1228/1246 [============================>.] - ETA: 10s - loss: 225.8435 - logits_profile_predictions_loss: 223.6430 - logcount_predictions_loss: 0.2559 1229/1246 [============================>.] - ETA: 9s - loss: 225.8434 - logits_profile_predictions_loss: 223.6428 - logcount_predictions_loss: 0.2559  1230/1246 [============================>.] - ETA: 9s - loss: 225.8432 - logits_profile_predictions_loss: 223.6427 - logcount_predictions_loss: 0.2559 1231/1246 [============================>.] - ETA: 8s - loss: 225.8431 - logits_profile_predictions_loss: 223.6425 - logcount_predictions_loss: 0.2559 1232/1246 [============================>.] - ETA: 7s - loss: 225.8430 - logits_profile_predictions_loss: 223.6424 - logcount_predictions_loss: 0.2559 1233/1246 [============================>.] - ETA: 7s - loss: 225.8429 - logits_profile_predictions_loss: 223.6422 - logcount_predictions_loss: 0.2559 1234/1246 [============================>.] - ETA: 6s - loss: 225.8427 - logits_profile_predictions_loss: 223.6421 - logcount_predictions_loss: 0.2559 1235/1246 [============================>.] - ETA: 6s - loss: 225.8426 - logits_profile_predictions_loss: 223.6419 - logcount_predictions_loss: 0.2559 1236/1246 [============================>.] - ETA: 5s - loss: 225.8425 - logits_profile_predictions_loss: 223.6417 - logcount_predictions_loss: 0.2559 1237/1246 [============================>.] - ETA: 5s - loss: 225.8424 - logits_profile_predictions_loss: 223.6416 - logcount_predictions_loss: 0.2559 1238/1246 [============================>.] - ETA: 4s - loss: 225.8422 - logits_profile_predictions_loss: 223.6414 - logcount_predictions_loss: 0.2559 1239/1246 [============================>.] - ETA: 3s - loss: 225.8421 - logits_profile_predictions_loss: 223.6413 - logcount_predictions_loss: 0.2559 1240/1246 [============================>.] - ETA: 3s - loss: 225.8420 - logits_profile_predictions_loss: 223.6411 - logcount_predictions_loss: 0.2559 1241/1246 [============================>.] - ETA: 2s - loss: 225.8419 - logits_profile_predictions_loss: 223.6410 - logcount_predictions_loss: 0.2559 1242/1246 [============================>.] - ETA: 2s - loss: 225.8417 - logits_profile_predictions_loss: 223.6408 - logcount_predictions_loss: 0.2559 1243/1246 [============================>.] - ETA: 1s - loss: 225.8416 - logits_profile_predictions_loss: 223.6407 - logcount_predictions_loss: 0.2559 1244/1246 [============================>.] - ETA: 1s - loss: 225.8415 - logits_profile_predictions_loss: 223.6405 - logcount_predictions_loss: 0.2559 1245/1246 [============================>.] - ETA: 0s - loss: 225.8414 - logits_profile_predictions_loss: 223.6403 - logcount_predictions_loss: 0.2559 1246/1246 [==============================] - ETA: 0s - loss: 225.8413 - logits_profile_predictions_loss: 223.6402 - logcount_predictions_loss: 0.2559 1246/1246 [==============================] - 731s 587ms/step - loss: 225.8412 - logits_profile_predictions_loss: 223.6401 - logcount_predictions_loss: 0.2560 - val_loss: 244.4007 - val_logits_profile_predictions_loss: 242.1121 - val_logcount_predictions_loss: 0.2661 + +Epoch 00008: val_loss did not improve from 244.14880 +Epoch 9/50 + 1/1246 [..............................] - ETA: 12:03 - loss: 242.3496 - logits_profile_predictions_loss: 241.0199 - logcount_predictions_loss: 0.1546 2/1246 [..............................] - ETA: 11:41 - loss: 241.4029 - logits_profile_predictions_loss: 239.9448 - logcount_predictions_loss: 0.1695 3/1246 [..............................] - ETA: 11:41 - loss: 238.6504 - logits_profile_predictions_loss: 237.1027 - logcount_predictions_loss: 0.1800 4/1246 [..............................] - ETA: 11:41 - loss: 237.8245 - logits_profile_predictions_loss: 236.1925 - logcount_predictions_loss: 0.1898 5/1246 [..............................] - ETA: 11:40 - loss: 236.1944 - logits_profile_predictions_loss: 234.4816 - logcount_predictions_loss: 0.1992 6/1246 [..............................] - ETA: 11:40 - loss: 234.8380 - logits_profile_predictions_loss: 233.0625 - logcount_predictions_loss: 0.2065 7/1246 [..............................] - ETA: 11:39 - loss: 233.5771 - logits_profile_predictions_loss: 231.7538 - logcount_predictions_loss: 0.2120 8/1246 [..............................] - ETA: 11:38 - loss: 232.6920 - logits_profile_predictions_loss: 230.8283 - logcount_predictions_loss: 0.2167 9/1246 [..............................] - ETA: 11:38 - loss: 231.9556 - logits_profile_predictions_loss: 230.0622 - logcount_predictions_loss: 0.2202 10/1246 [..............................] - ETA: 11:37 - loss: 231.1391 - logits_profile_predictions_loss: 229.2246 - logcount_predictions_loss: 0.2226 11/1246 [..............................] - ETA: 11:37 - loss: 230.6505 - logits_profile_predictions_loss: 228.7207 - logcount_predictions_loss: 0.2244 12/1246 [..............................] - ETA: 11:36 - loss: 230.2504 - logits_profile_predictions_loss: 228.3086 - logcount_predictions_loss: 0.2258 13/1246 [..............................] - ETA: 11:36 - loss: 229.7590 - logits_profile_predictions_loss: 227.8085 - logcount_predictions_loss: 0.2268 14/1246 [..............................] - ETA: 11:35 - loss: 229.2971 - logits_profile_predictions_loss: 227.3394 - logcount_predictions_loss: 0.2276 15/1246 [..............................] - ETA: 11:35 - loss: 228.8783 - logits_profile_predictions_loss: 226.9173 - logcount_predictions_loss: 0.2280 16/1246 [..............................] - ETA: 11:34 - loss: 228.5118 - logits_profile_predictions_loss: 226.5484 - logcount_predictions_loss: 0.2283 17/1246 [..............................] - ETA: 11:33 - loss: 228.2121 - logits_profile_predictions_loss: 226.2402 - logcount_predictions_loss: 0.2293 18/1246 [..............................] - ETA: 11:33 - loss: 227.8699 - logits_profile_predictions_loss: 225.8895 - logcount_predictions_loss: 0.2303 19/1246 [..............................] - ETA: 11:32 - loss: 227.6188 - logits_profile_predictions_loss: 225.6307 - logcount_predictions_loss: 0.2312 20/1246 [..............................] - ETA: 11:32 - loss: 227.3979 - logits_profile_predictions_loss: 225.4042 - logcount_predictions_loss: 0.2318 21/1246 [..............................] - ETA: 11:31 - loss: 227.1818 - logits_profile_predictions_loss: 225.1837 - logcount_predictions_loss: 0.2323 22/1246 [..............................] - ETA: 11:31 - loss: 226.9912 - logits_profile_predictions_loss: 224.9898 - logcount_predictions_loss: 0.2327 23/1246 [..............................] - ETA: 11:31 - loss: 226.8725 - logits_profile_predictions_loss: 224.8669 - logcount_predictions_loss: 0.2332 24/1246 [..............................] - ETA: 11:31 - loss: 226.7442 - logits_profile_predictions_loss: 224.7344 - logcount_predictions_loss: 0.2337 25/1246 [..............................] - ETA: 11:30 - loss: 226.6425 - logits_profile_predictions_loss: 224.6288 - logcount_predictions_loss: 0.2341 26/1246 [..............................] - ETA: 11:29 - loss: 226.5258 - logits_profile_predictions_loss: 224.5088 - logcount_predictions_loss: 0.2345 27/1246 [..............................] - ETA: 11:29 - loss: 226.4341 - logits_profile_predictions_loss: 224.4149 - logcount_predictions_loss: 0.2348 28/1246 [..............................] - ETA: 11:28 - loss: 226.3425 - logits_profile_predictions_loss: 224.3218 - logcount_predictions_loss: 0.2350 29/1246 [..............................] - ETA: 11:28 - loss: 226.2699 - logits_profile_predictions_loss: 224.2480 - logcount_predictions_loss: 0.2351 30/1246 [..............................] - ETA: 11:27 - loss: 226.1989 - logits_profile_predictions_loss: 224.1752 - logcount_predictions_loss: 0.2353 31/1246 [..............................] - ETA: 11:26 - loss: 226.1208 - logits_profile_predictions_loss: 224.0946 - logcount_predictions_loss: 0.2356 32/1246 [..............................] - ETA: 11:26 - loss: 226.0298 - logits_profile_predictions_loss: 224.0008 - logcount_predictions_loss: 0.2359 33/1246 [..............................] - ETA: 11:25 - loss: 225.9414 - logits_profile_predictions_loss: 223.9103 - logcount_predictions_loss: 0.2362 34/1246 [..............................] - ETA: 11:25 - loss: 225.8589 - logits_profile_predictions_loss: 223.8259 - logcount_predictions_loss: 0.2364 35/1246 [..............................] - ETA: 11:24 - loss: 225.7730 - logits_profile_predictions_loss: 223.7381 - logcount_predictions_loss: 0.2366 36/1246 [..............................] - ETA: 11:23 - loss: 225.6831 - logits_profile_predictions_loss: 223.6464 - logcount_predictions_loss: 0.2368 37/1246 [..............................] - ETA: 11:23 - loss: 225.6002 - logits_profile_predictions_loss: 223.5616 - logcount_predictions_loss: 0.2370 38/1246 [..............................] - ETA: 11:22 - loss: 225.5102 - logits_profile_predictions_loss: 223.4702 - logcount_predictions_loss: 0.2372 39/1246 [..............................] - ETA: 11:22 - loss: 225.4421 - logits_profile_predictions_loss: 223.4010 - logcount_predictions_loss: 0.2373 40/1246 [..............................] - ETA: 11:21 - loss: 225.3677 - logits_profile_predictions_loss: 223.3257 - logcount_predictions_loss: 0.2374 41/1246 [..............................] - ETA: 11:21 - loss: 225.2866 - logits_profile_predictions_loss: 223.2437 - logcount_predictions_loss: 0.2376 42/1246 [>.............................] - ETA: 11:20 - loss: 225.2072 - logits_profile_predictions_loss: 223.1631 - logcount_predictions_loss: 0.2377 43/1246 [>.............................] - ETA: 11:19 - loss: 225.1277 - logits_profile_predictions_loss: 223.0826 - logcount_predictions_loss: 0.2378 44/1246 [>.............................] - ETA: 11:19 - loss: 225.0617 - logits_profile_predictions_loss: 223.0159 - logcount_predictions_loss: 0.2379 45/1246 [>.............................] - ETA: 11:18 - loss: 224.9931 - logits_profile_predictions_loss: 222.9466 - logcount_predictions_loss: 0.2380 46/1246 [>.............................] - ETA: 11:18 - loss: 224.9246 - logits_profile_predictions_loss: 222.8776 - logcount_predictions_loss: 0.2380 47/1246 [>.............................] - ETA: 11:17 - loss: 224.8595 - logits_profile_predictions_loss: 222.8120 - logcount_predictions_loss: 0.2381 48/1246 [>.............................] - ETA: 11:17 - loss: 224.7965 - logits_profile_predictions_loss: 222.7487 - logcount_predictions_loss: 0.2381 49/1246 [>.............................] - ETA: 11:16 - loss: 224.7265 - logits_profile_predictions_loss: 222.6782 - logcount_predictions_loss: 0.2382 50/1246 [>.............................] - ETA: 11:15 - loss: 224.6560 - logits_profile_predictions_loss: 222.6072 - logcount_predictions_loss: 0.2382 51/1246 [>.............................] - ETA: 11:15 - loss: 224.5946 - logits_profile_predictions_loss: 222.5453 - logcount_predictions_loss: 0.2383 52/1246 [>.............................] - ETA: 11:14 - loss: 224.5378 - logits_profile_predictions_loss: 222.4879 - logcount_predictions_loss: 0.2384 53/1246 [>.............................] - ETA: 11:14 - loss: 224.4940 - logits_profile_predictions_loss: 222.4435 - logcount_predictions_loss: 0.2384 54/1246 [>.............................] - ETA: 11:13 - loss: 224.4482 - logits_profile_predictions_loss: 222.3973 - logcount_predictions_loss: 0.2385 55/1246 [>.............................] - ETA: 11:13 - loss: 224.4087 - logits_profile_predictions_loss: 222.3572 - logcount_predictions_loss: 0.2385 56/1246 [>.............................] - ETA: 11:12 - loss: 224.3704 - logits_profile_predictions_loss: 222.3184 - logcount_predictions_loss: 0.2386 57/1246 [>.............................] - ETA: 11:11 - loss: 224.3320 - logits_profile_predictions_loss: 222.2795 - logcount_predictions_loss: 0.2387 58/1246 [>.............................] - ETA: 11:11 - loss: 224.2954 - logits_profile_predictions_loss: 222.2426 - logcount_predictions_loss: 0.2387 59/1246 [>.............................] - ETA: 11:10 - loss: 224.2561 - logits_profile_predictions_loss: 222.2031 - logcount_predictions_loss: 0.2387 60/1246 [>.............................] - ETA: 11:10 - loss: 224.2265 - logits_profile_predictions_loss: 222.1732 - logcount_predictions_loss: 0.2387 61/1246 [>.............................] - ETA: 11:09 - loss: 224.1981 - logits_profile_predictions_loss: 222.1447 - logcount_predictions_loss: 0.2388 62/1246 [>.............................] - ETA: 11:09 - loss: 224.1693 - logits_profile_predictions_loss: 222.1158 - logcount_predictions_loss: 0.2388 63/1246 [>.............................] - ETA: 11:08 - loss: 224.1411 - logits_profile_predictions_loss: 222.0877 - logcount_predictions_loss: 0.2388 64/1246 [>.............................] - ETA: 11:07 - loss: 224.1157 - logits_profile_predictions_loss: 222.0622 - logcount_predictions_loss: 0.2388 65/1246 [>.............................] - ETA: 11:07 - loss: 224.0869 - logits_profile_predictions_loss: 222.0333 - logcount_predictions_loss: 0.2388 66/1246 [>.............................] - ETA: 11:06 - loss: 224.0607 - logits_profile_predictions_loss: 222.0071 - logcount_predictions_loss: 0.2388 67/1246 [>.............................] - ETA: 11:06 - loss: 224.0321 - logits_profile_predictions_loss: 221.9785 - logcount_predictions_loss: 0.2388 68/1246 [>.............................] - ETA: 11:05 - loss: 224.0034 - logits_profile_predictions_loss: 221.9498 - logcount_predictions_loss: 0.2388 69/1246 [>.............................] - ETA: 11:05 - loss: 223.9794 - logits_profile_predictions_loss: 221.9260 - logcount_predictions_loss: 0.2388 70/1246 [>.............................] - ETA: 11:04 - loss: 223.9586 - logits_profile_predictions_loss: 221.9053 - logcount_predictions_loss: 0.2388 71/1246 [>.............................] - ETA: 11:03 - loss: 223.9387 - logits_profile_predictions_loss: 221.8857 - logcount_predictions_loss: 0.2387 72/1246 [>.............................] - ETA: 11:03 - loss: 223.9205 - logits_profile_predictions_loss: 221.8678 - logcount_predictions_loss: 0.2387 73/1246 [>.............................] - ETA: 11:02 - loss: 223.9012 - logits_profile_predictions_loss: 221.8488 - logcount_predictions_loss: 0.2387 74/1246 [>.............................] - ETA: 11:02 - loss: 223.8813 - logits_profile_predictions_loss: 221.8292 - logcount_predictions_loss: 0.2386 75/1246 [>.............................] - ETA: 11:01 - loss: 223.8603 - logits_profile_predictions_loss: 221.8086 - logcount_predictions_loss: 0.2386 76/1246 [>.............................] - ETA: 11:01 - loss: 223.8403 - logits_profile_predictions_loss: 221.7890 - logcount_predictions_loss: 0.2385 77/1246 [>.............................] - ETA: 11:00 - loss: 223.8221 - logits_profile_predictions_loss: 221.7713 - logcount_predictions_loss: 0.2385 78/1246 [>.............................] - ETA: 11:00 - loss: 223.8047 - logits_profile_predictions_loss: 221.7544 - logcount_predictions_loss: 0.2384 79/1246 [>.............................] - ETA: 10:59 - loss: 223.7905 - logits_profile_predictions_loss: 221.7407 - logcount_predictions_loss: 0.2384 80/1246 [>.............................] - ETA: 10:58 - loss: 223.7762 - logits_profile_predictions_loss: 221.7270 - logcount_predictions_loss: 0.2383 81/1246 [>.............................] - ETA: 10:58 - loss: 223.7630 - logits_profile_predictions_loss: 221.7143 - logcount_predictions_loss: 0.2382 82/1246 [>.............................] - ETA: 10:57 - loss: 223.7510 - logits_profile_predictions_loss: 221.7028 - logcount_predictions_loss: 0.2382 83/1246 [>.............................] - ETA: 10:57 - loss: 223.7371 - logits_profile_predictions_loss: 221.6895 - logcount_predictions_loss: 0.2381 84/1246 [=>............................] - ETA: 10:56 - loss: 223.7221 - logits_profile_predictions_loss: 221.6750 - logcount_predictions_loss: 0.2380 85/1246 [=>............................] - ETA: 10:56 - loss: 223.7087 - logits_profile_predictions_loss: 221.6621 - logcount_predictions_loss: 0.2380 86/1246 [=>............................] - ETA: 10:55 - loss: 223.6947 - logits_profile_predictions_loss: 221.6485 - logcount_predictions_loss: 0.2379 87/1246 [=>............................] - ETA: 10:54 - loss: 223.6811 - logits_profile_predictions_loss: 221.6353 - logcount_predictions_loss: 0.2379 88/1246 [=>............................] - ETA: 10:54 - loss: 223.6713 - logits_profile_predictions_loss: 221.6259 - logcount_predictions_loss: 0.2378 89/1246 [=>............................] - ETA: 10:53 - loss: 223.6635 - logits_profile_predictions_loss: 221.6186 - logcount_predictions_loss: 0.2378 90/1246 [=>............................] - ETA: 10:53 - loss: 223.6567 - logits_profile_predictions_loss: 221.6120 - logcount_predictions_loss: 0.2378 91/1246 [=>............................] - ETA: 10:52 - loss: 223.6500 - logits_profile_predictions_loss: 221.6057 - logcount_predictions_loss: 0.2377 92/1246 [=>............................] - ETA: 10:52 - loss: 223.6446 - logits_profile_predictions_loss: 221.6005 - logcount_predictions_loss: 0.2377 93/1246 [=>............................] - ETA: 10:51 - loss: 223.6367 - logits_profile_predictions_loss: 221.5929 - logcount_predictions_loss: 0.2376 94/1246 [=>............................] - ETA: 10:51 - loss: 223.6275 - logits_profile_predictions_loss: 221.5839 - logcount_predictions_loss: 0.2376 95/1246 [=>............................] - ETA: 10:50 - loss: 223.6214 - logits_profile_predictions_loss: 221.5780 - logcount_predictions_loss: 0.2376 96/1246 [=>............................] - ETA: 10:49 - loss: 223.6202 - logits_profile_predictions_loss: 221.5771 - logcount_predictions_loss: 0.2376 97/1246 [=>............................] - ETA: 10:49 - loss: 223.6207 - 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[==>...........................] - ETA: 10:23 - loss: 223.5296 - logits_profile_predictions_loss: 221.5018 - logcount_predictions_loss: 0.2358 144/1246 [==>...........................] - ETA: 10:22 - loss: 223.5267 - logits_profile_predictions_loss: 221.4992 - logcount_predictions_loss: 0.2358 145/1246 [==>...........................] - ETA: 10:22 - loss: 223.5233 - logits_profile_predictions_loss: 221.4962 - logcount_predictions_loss: 0.2357 146/1246 [==>...........................] - ETA: 10:21 - loss: 223.5197 - logits_profile_predictions_loss: 221.4929 - logcount_predictions_loss: 0.2357 147/1246 [==>...........................] - ETA: 10:21 - loss: 223.5161 - logits_profile_predictions_loss: 221.4896 - logcount_predictions_loss: 0.2356 148/1246 [==>...........................] - ETA: 10:20 - loss: 223.5128 - logits_profile_predictions_loss: 221.4867 - logcount_predictions_loss: 0.2356 149/1246 [==>...........................] - ETA: 10:20 - loss: 223.5110 - 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[==>...........................] - ETA: 10:16 - loss: 223.5176 - logits_profile_predictions_loss: 221.4939 - logcount_predictions_loss: 0.2353 157/1246 [==>...........................] - ETA: 10:15 - loss: 223.5203 - logits_profile_predictions_loss: 221.4967 - logcount_predictions_loss: 0.2353 158/1246 [==>...........................] - ETA: 10:14 - loss: 223.5230 - logits_profile_predictions_loss: 221.4997 - logcount_predictions_loss: 0.2353 159/1246 [==>...........................] - ETA: 10:14 - loss: 223.5251 - logits_profile_predictions_loss: 221.5020 - logcount_predictions_loss: 0.2352 160/1246 [==>...........................] - ETA: 10:13 - loss: 223.5271 - logits_profile_predictions_loss: 221.5042 - logcount_predictions_loss: 0.2352 161/1246 [==>...........................] - ETA: 10:13 - loss: 223.5291 - logits_profile_predictions_loss: 221.5064 - logcount_predictions_loss: 0.2352 162/1246 [==>...........................] - ETA: 10:12 - loss: 223.5316 - 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[===>..........................] - ETA: 10:08 - loss: 223.5463 - logits_profile_predictions_loss: 221.5252 - logcount_predictions_loss: 0.2350 170/1246 [===>..........................] - ETA: 10:08 - loss: 223.5484 - logits_profile_predictions_loss: 221.5275 - logcount_predictions_loss: 0.2350 171/1246 [===>..........................] - ETA: 10:07 - loss: 223.5503 - logits_profile_predictions_loss: 221.5296 - logcount_predictions_loss: 0.2350 172/1246 [===>..........................] - ETA: 10:07 - loss: 223.5518 - logits_profile_predictions_loss: 221.5312 - logcount_predictions_loss: 0.2349 173/1246 [===>..........................] - ETA: 10:06 - loss: 223.5532 - logits_profile_predictions_loss: 221.5328 - logcount_predictions_loss: 0.2349 174/1246 [===>..........................] - ETA: 10:05 - loss: 223.5547 - logits_profile_predictions_loss: 221.5345 - logcount_predictions_loss: 0.2349 175/1246 [===>..........................] - ETA: 10:05 - loss: 223.5564 - 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[===>..........................] - ETA: 10:01 - loss: 223.5623 - logits_profile_predictions_loss: 221.5434 - logcount_predictions_loss: 0.2348 183/1246 [===>..........................] - ETA: 10:00 - loss: 223.5631 - logits_profile_predictions_loss: 221.5443 - logcount_predictions_loss: 0.2348 184/1246 [===>..........................] - ETA: 10:00 - loss: 223.5644 - logits_profile_predictions_loss: 221.5457 - logcount_predictions_loss: 0.2347 185/1246 [===>..........................] - ETA: 9:59 - loss: 223.5659 - logits_profile_predictions_loss: 221.5473 - logcount_predictions_loss: 0.2347  186/1246 [===>..........................] - ETA: 9:59 - loss: 223.5677 - logits_profile_predictions_loss: 221.5492 - logcount_predictions_loss: 0.2347 187/1246 [===>..........................] - ETA: 9:58 - loss: 223.5695 - logits_profile_predictions_loss: 221.5511 - logcount_predictions_loss: 0.2347 188/1246 [===>..........................] - ETA: 9:58 - loss: 223.5716 - 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[===>..........................] - ETA: 9:54 - loss: 223.5771 - logits_profile_predictions_loss: 221.5594 - logcount_predictions_loss: 0.2346 196/1246 [===>..........................] - ETA: 9:53 - loss: 223.5778 - logits_profile_predictions_loss: 221.5602 - logcount_predictions_loss: 0.2346 197/1246 [===>..........................] - ETA: 9:52 - loss: 223.5787 - logits_profile_predictions_loss: 221.5611 - logcount_predictions_loss: 0.2346 198/1246 [===>..........................] - ETA: 9:52 - loss: 223.5796 - logits_profile_predictions_loss: 221.5621 - logcount_predictions_loss: 0.2346 199/1246 [===>..........................] - ETA: 9:51 - loss: 223.5808 - logits_profile_predictions_loss: 221.5633 - logcount_predictions_loss: 0.2346 200/1246 [===>..........................] - ETA: 9:51 - loss: 223.5819 - logits_profile_predictions_loss: 221.5645 - logcount_predictions_loss: 0.2346 201/1246 [===>..........................] - ETA: 9:50 - loss: 223.5827 - 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[====>.........................] - ETA: 9:46 - loss: 223.5895 - logits_profile_predictions_loss: 221.5724 - logcount_predictions_loss: 0.2345 209/1246 [====>.........................] - ETA: 9:46 - loss: 223.5911 - logits_profile_predictions_loss: 221.5741 - logcount_predictions_loss: 0.2345 210/1246 [====>.........................] - ETA: 9:45 - loss: 223.5927 - logits_profile_predictions_loss: 221.5757 - logcount_predictions_loss: 0.2345 211/1246 [====>.........................] - ETA: 9:45 - loss: 223.5949 - logits_profile_predictions_loss: 221.5779 - logcount_predictions_loss: 0.2345 212/1246 [====>.........................] - ETA: 9:44 - loss: 223.5966 - logits_profile_predictions_loss: 221.5796 - logcount_predictions_loss: 0.2345 213/1246 [====>.........................] - ETA: 9:43 - loss: 223.5989 - logits_profile_predictions_loss: 221.5819 - logcount_predictions_loss: 0.2345 214/1246 [====>.........................] - ETA: 9:43 - loss: 223.6010 - 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val_logits_profile_predictions_loss: 241.7760 - val_logcount_predictions_loss: 0.2584 + +Epoch 00009: val_loss improved from 244.14880 to 243.99802, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15/chrombpnet.h5 +Epoch 10/50 + 1/1246 [..............................] - ETA: 12:04 - loss: 210.4687 - logits_profile_predictions_loss: 208.6657 - logcount_predictions_loss: 0.2096 2/1246 [..............................] - ETA: 11:41 - loss: 208.5924 - logits_profile_predictions_loss: 206.7661 - logcount_predictions_loss: 0.2124 3/1246 [..............................] - ETA: 11:42 - loss: 208.0872 - logits_profile_predictions_loss: 206.1951 - logcount_predictions_loss: 0.2200 4/1246 [..............................] - ETA: 11:41 - loss: 208.8390 - logits_profile_predictions_loss: 206.8916 - logcount_predictions_loss: 0.2264 5/1246 [..............................] - ETA: 11:41 - loss: 209.3881 - logits_profile_predictions_loss: 207.4238 - 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[..............................] - ETA: 11:25 - loss: 214.6419 - logits_profile_predictions_loss: 212.6883 - logcount_predictions_loss: 0.2272 33/1246 [..............................] - ETA: 11:25 - loss: 214.7512 - logits_profile_predictions_loss: 212.7979 - logcount_predictions_loss: 0.2271 34/1246 [..............................] - ETA: 11:24 - loss: 214.8547 - logits_profile_predictions_loss: 212.9019 - logcount_predictions_loss: 0.2271 35/1246 [..............................] - ETA: 11:23 - loss: 214.9811 - logits_profile_predictions_loss: 213.0290 - logcount_predictions_loss: 0.2270 36/1246 [..............................] - ETA: 11:23 - loss: 215.1112 - logits_profile_predictions_loss: 213.1594 - logcount_predictions_loss: 0.2270 37/1246 [..............................] - ETA: 11:22 - loss: 215.2296 - logits_profile_predictions_loss: 213.2784 - logcount_predictions_loss: 0.2269 38/1246 [..............................] - ETA: 11:22 - loss: 215.3505 - logits_profile_predictions_loss: 213.3997 - logcount_predictions_loss: 0.2268 39/1246 [..............................] - ETA: 11:21 - loss: 215.4579 - logits_profile_predictions_loss: 213.5078 - logcount_predictions_loss: 0.2268 40/1246 [..............................] - ETA: 11:21 - loss: 215.5549 - logits_profile_predictions_loss: 213.6052 - logcount_predictions_loss: 0.2267 41/1246 [..............................] - ETA: 11:20 - loss: 215.6472 - logits_profile_predictions_loss: 213.6981 - logcount_predictions_loss: 0.2266 42/1246 [>.............................] - ETA: 11:19 - loss: 215.7418 - logits_profile_predictions_loss: 213.7930 - logcount_predictions_loss: 0.2266 43/1246 [>.............................] - ETA: 11:19 - loss: 215.8308 - logits_profile_predictions_loss: 213.8821 - logcount_predictions_loss: 0.2266 44/1246 [>.............................] - ETA: 11:18 - loss: 215.9140 - logits_profile_predictions_loss: 213.9656 - logcount_predictions_loss: 0.2266 45/1246 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[>.............................] - ETA: 11:10 - loss: 216.8305 - logits_profile_predictions_loss: 214.8776 - logcount_predictions_loss: 0.2271 59/1246 [>.............................] - ETA: 11:10 - loss: 216.8836 - logits_profile_predictions_loss: 214.9302 - logcount_predictions_loss: 0.2271 60/1246 [>.............................] - ETA: 11:09 - loss: 216.9407 - logits_profile_predictions_loss: 214.9868 - logcount_predictions_loss: 0.2272 61/1246 [>.............................] - ETA: 11:09 - loss: 216.9998 - logits_profile_predictions_loss: 215.0455 - logcount_predictions_loss: 0.2272 62/1246 [>.............................] - ETA: 11:08 - loss: 217.0539 - logits_profile_predictions_loss: 215.0992 - logcount_predictions_loss: 0.2273 63/1246 [>.............................] - ETA: 11:08 - loss: 217.1086 - logits_profile_predictions_loss: 215.1536 - logcount_predictions_loss: 0.2273 64/1246 [>.............................] - ETA: 11:07 - loss: 217.1651 - 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[>.............................] - ETA: 11:03 - loss: 217.5496 - logits_profile_predictions_loss: 215.5930 - logcount_predictions_loss: 0.2275 72/1246 [>.............................] - ETA: 11:03 - loss: 217.5900 - logits_profile_predictions_loss: 215.6334 - logcount_predictions_loss: 0.2275 73/1246 [>.............................] - ETA: 11:02 - loss: 217.6287 - logits_profile_predictions_loss: 215.6722 - logcount_predictions_loss: 0.2275 74/1246 [>.............................] - ETA: 11:01 - loss: 217.6647 - logits_profile_predictions_loss: 215.7084 - logcount_predictions_loss: 0.2275 75/1246 [>.............................] - ETA: 11:01 - loss: 217.7020 - logits_profile_predictions_loss: 215.7459 - logcount_predictions_loss: 0.2275 76/1246 [>.............................] - ETA: 11:00 - loss: 217.7365 - logits_profile_predictions_loss: 215.7806 - logcount_predictions_loss: 0.2274 77/1246 [>.............................] - ETA: 11:00 - loss: 217.7685 - 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[=>............................] - ETA: 10:56 - loss: 218.0035 - logits_profile_predictions_loss: 216.0501 - logcount_predictions_loss: 0.2271 85/1246 [=>............................] - ETA: 10:55 - loss: 218.0363 - logits_profile_predictions_loss: 216.0833 - logcount_predictions_loss: 0.2271 86/1246 [=>............................] - ETA: 10:55 - loss: 218.0684 - logits_profile_predictions_loss: 216.1158 - logcount_predictions_loss: 0.2271 87/1246 [=>............................] - ETA: 10:54 - loss: 218.0997 - logits_profile_predictions_loss: 216.1474 - logcount_predictions_loss: 0.2270 88/1246 [=>............................] - ETA: 10:54 - loss: 218.1299 - logits_profile_predictions_loss: 216.1781 - logcount_predictions_loss: 0.2270 89/1246 [=>............................] - ETA: 10:53 - loss: 218.1589 - logits_profile_predictions_loss: 216.2075 - logcount_predictions_loss: 0.2269 90/1246 [=>............................] - ETA: 10:53 - loss: 218.1861 - 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[==>...........................] - ETA: 10:12 - loss: 219.0454 - logits_profile_predictions_loss: 217.1174 - logcount_predictions_loss: 0.2242 163/1246 [==>...........................] - ETA: 10:11 - loss: 219.0486 - logits_profile_predictions_loss: 217.1207 - logcount_predictions_loss: 0.2242 164/1246 [==>...........................] - ETA: 10:11 - loss: 219.0514 - logits_profile_predictions_loss: 217.1237 - logcount_predictions_loss: 0.2242 165/1246 [==>...........................] - ETA: 10:10 - loss: 219.0545 - logits_profile_predictions_loss: 217.1269 - logcount_predictions_loss: 0.2241 166/1246 [==>...........................] - ETA: 10:10 - loss: 219.0581 - logits_profile_predictions_loss: 217.1306 - logcount_predictions_loss: 0.2241 167/1246 [===>..........................] - ETA: 10:09 - loss: 219.0616 - logits_profile_predictions_loss: 217.1343 - logcount_predictions_loss: 0.2241 168/1246 [===>..........................] - ETA: 10:08 - loss: 219.0649 - 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[===>..........................] - ETA: 10:05 - loss: 219.0882 - logits_profile_predictions_loss: 217.1622 - logcount_predictions_loss: 0.2240 176/1246 [===>..........................] - ETA: 10:04 - loss: 219.0916 - logits_profile_predictions_loss: 217.1658 - logcount_predictions_loss: 0.2239 177/1246 [===>..........................] - ETA: 10:03 - loss: 219.0950 - logits_profile_predictions_loss: 217.1693 - logcount_predictions_loss: 0.2239 178/1246 [===>..........................] - ETA: 10:03 - loss: 219.0983 - logits_profile_predictions_loss: 217.1728 - logcount_predictions_loss: 0.2239 179/1246 [===>..........................] - ETA: 10:02 - loss: 219.1017 - logits_profile_predictions_loss: 217.1763 - logcount_predictions_loss: 0.2239 180/1246 [===>..........................] - ETA: 10:02 - loss: 219.1049 - logits_profile_predictions_loss: 217.1797 - logcount_predictions_loss: 0.2239 181/1246 [===>..........................] - ETA: 10:01 - loss: 219.1083 - 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[===>..........................] - ETA: 9:57 - loss: 219.1334 - logits_profile_predictions_loss: 217.2093 - logcount_predictions_loss: 0.2237 189/1246 [===>..........................] - ETA: 9:57 - loss: 219.1373 - logits_profile_predictions_loss: 217.2132 - logcount_predictions_loss: 0.2237 190/1246 [===>..........................] - ETA: 9:56 - loss: 219.1413 - logits_profile_predictions_loss: 217.2174 - logcount_predictions_loss: 0.2237 191/1246 [===>..........................] - ETA: 9:55 - loss: 219.1457 - logits_profile_predictions_loss: 217.2219 - logcount_predictions_loss: 0.2237 192/1246 [===>..........................] - ETA: 9:55 - loss: 219.1504 - logits_profile_predictions_loss: 217.2266 - logcount_predictions_loss: 0.2237 193/1246 [===>..........................] - ETA: 9:54 - loss: 219.1546 - logits_profile_predictions_loss: 217.2309 - logcount_predictions_loss: 0.2237 194/1246 [===>..........................] - ETA: 9:54 - loss: 219.1583 - 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[===>..........................] - ETA: 9:50 - loss: 219.1802 - logits_profile_predictions_loss: 217.2572 - logcount_predictions_loss: 0.2236 202/1246 [===>..........................] - ETA: 9:49 - loss: 219.1831 - logits_profile_predictions_loss: 217.2602 - logcount_predictions_loss: 0.2236 203/1246 [===>..........................] - ETA: 9:49 - loss: 219.1858 - logits_profile_predictions_loss: 217.2630 - logcount_predictions_loss: 0.2236 204/1246 [===>..........................] - ETA: 9:48 - loss: 219.1889 - logits_profile_predictions_loss: 217.2662 - logcount_predictions_loss: 0.2236 205/1246 [===>..........................] - ETA: 9:48 - loss: 219.1917 - logits_profile_predictions_loss: 217.2691 - logcount_predictions_loss: 0.2236 206/1246 [===>..........................] - ETA: 9:47 - loss: 219.1942 - logits_profile_predictions_loss: 217.2716 - logcount_predictions_loss: 0.2236 207/1246 [===>..........................] - ETA: 9:47 - loss: 219.1970 - 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[====>.........................] - ETA: 9:43 - loss: 219.2161 - logits_profile_predictions_loss: 217.2944 - logcount_predictions_loss: 0.2235 215/1246 [====>.........................] - ETA: 9:42 - loss: 219.2188 - logits_profile_predictions_loss: 217.2972 - logcount_predictions_loss: 0.2234 216/1246 [====>.........................] - ETA: 9:41 - loss: 219.2211 - logits_profile_predictions_loss: 217.2996 - logcount_predictions_loss: 0.2234 217/1246 [====>.........................] - ETA: 9:41 - loss: 219.2239 - logits_profile_predictions_loss: 217.3025 - logcount_predictions_loss: 0.2234 218/1246 [====>.........................] - ETA: 9:40 - loss: 219.2268 - logits_profile_predictions_loss: 217.3055 - logcount_predictions_loss: 0.2234 219/1246 [====>.........................] - ETA: 9:40 - loss: 219.2294 - logits_profile_predictions_loss: 217.3082 - logcount_predictions_loss: 0.2234 220/1246 [====>.........................] - ETA: 9:39 - loss: 219.2320 - 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[====>.........................] - ETA: 9:35 - loss: 219.2500 - logits_profile_predictions_loss: 217.3296 - logcount_predictions_loss: 0.2233 228/1246 [====>.........................] - ETA: 9:35 - loss: 219.2522 - logits_profile_predictions_loss: 217.3319 - logcount_predictions_loss: 0.2233 229/1246 [====>.........................] - ETA: 9:34 - loss: 219.2544 - logits_profile_predictions_loss: 217.3343 - logcount_predictions_loss: 0.2233 230/1246 [====>.........................] - ETA: 9:34 - loss: 219.2567 - logits_profile_predictions_loss: 217.3367 - logcount_predictions_loss: 0.2233 231/1246 [====>.........................] - ETA: 9:33 - loss: 219.2590 - logits_profile_predictions_loss: 217.3392 - logcount_predictions_loss: 0.2232 232/1246 [====>.........................] - ETA: 9:32 - loss: 219.2618 - logits_profile_predictions_loss: 217.3421 - logcount_predictions_loss: 0.2232 233/1246 [====>.........................] - ETA: 9:32 - loss: 219.2645 - 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[============================>.] - ETA: 10s - loss: 220.4026 - logits_profile_predictions_loss: 218.5096 - logcount_predictions_loss: 0.2201 1229/1246 [============================>.] - ETA: 9s - loss: 220.4031 - logits_profile_predictions_loss: 218.5101 - logcount_predictions_loss: 0.2201  1230/1246 [============================>.] - ETA: 9s - loss: 220.4036 - logits_profile_predictions_loss: 218.5106 - logcount_predictions_loss: 0.2201 1231/1246 [============================>.] - ETA: 8s - loss: 220.4041 - logits_profile_predictions_loss: 218.5110 - logcount_predictions_loss: 0.2201 1232/1246 [============================>.] - ETA: 7s - loss: 220.4046 - logits_profile_predictions_loss: 218.5115 - logcount_predictions_loss: 0.2201 1233/1246 [============================>.] - ETA: 7s - loss: 220.4050 - logits_profile_predictions_loss: 218.5119 - logcount_predictions_loss: 0.2201 1234/1246 [============================>.] - ETA: 6s - loss: 220.4055 - logits_profile_predictions_loss: 218.5124 - logcount_predictions_loss: 0.2201 1235/1246 [============================>.] - ETA: 6s - loss: 220.4059 - logits_profile_predictions_loss: 218.5128 - logcount_predictions_loss: 0.2201 1236/1246 [============================>.] - ETA: 5s - loss: 220.4064 - logits_profile_predictions_loss: 218.5133 - logcount_predictions_loss: 0.2201 1237/1246 [============================>.] - ETA: 5s - loss: 220.4069 - logits_profile_predictions_loss: 218.5137 - logcount_predictions_loss: 0.2201 1238/1246 [============================>.] - ETA: 4s - loss: 220.4073 - logits_profile_predictions_loss: 218.5142 - logcount_predictions_loss: 0.2201 1239/1246 [============================>.] - ETA: 3s - loss: 220.4078 - logits_profile_predictions_loss: 218.5146 - logcount_predictions_loss: 0.2201 1240/1246 [============================>.] - ETA: 3s - loss: 220.4083 - logits_profile_predictions_loss: 218.5151 - logcount_predictions_loss: 0.2202 1241/1246 [============================>.] - ETA: 2s - loss: 220.4088 - logits_profile_predictions_loss: 218.5156 - logcount_predictions_loss: 0.2202 1242/1246 [============================>.] - ETA: 2s - loss: 220.4093 - logits_profile_predictions_loss: 218.5161 - logcount_predictions_loss: 0.2202 1243/1246 [============================>.] - ETA: 1s - loss: 220.4098 - logits_profile_predictions_loss: 218.5166 - logcount_predictions_loss: 0.2202 1244/1246 [============================>.] - ETA: 1s - loss: 220.4103 - logits_profile_predictions_loss: 218.5171 - logcount_predictions_loss: 0.2202 1245/1246 [============================>.] - ETA: 0s - loss: 220.4108 - logits_profile_predictions_loss: 218.5176 - logcount_predictions_loss: 0.2202 1246/1246 [==============================] - ETA: 0s - loss: 220.4114 - logits_profile_predictions_loss: 218.5181 - logcount_predictions_loss: 0.2202 1246/1246 [==============================] - 731s 587ms/step - loss: 220.4119 - logits_profile_predictions_loss: 218.5186 - logcount_predictions_loss: 0.2202 - val_loss: 244.7987 - val_logits_profile_predictions_loss: 242.3226 - val_logcount_predictions_loss: 0.2879 + +Epoch 00010: val_loss did not improve from 243.99802 +Epoch 11/50 + 1/1246 [..............................] - ETA: 12:13 - loss: 193.9706 - logits_profile_predictions_loss: 191.4480 - logcount_predictions_loss: 0.2933 2/1246 [..............................] - ETA: 11:42 - loss: 198.4346 - logits_profile_predictions_loss: 195.9397 - logcount_predictions_loss: 0.2901 3/1246 [..............................] - ETA: 11:41 - loss: 203.7084 - logits_profile_predictions_loss: 201.3210 - logcount_predictions_loss: 0.2776 4/1246 [..............................] - ETA: 11:41 - loss: 208.2546 - logits_profile_predictions_loss: 205.8972 - logcount_predictions_loss: 0.2741 5/1246 [..............................] - ETA: 11:40 - loss: 211.2182 - logits_profile_predictions_loss: 208.8838 - logcount_predictions_loss: 0.2714 6/1246 [..............................] - ETA: 11:39 - loss: 212.5937 - logits_profile_predictions_loss: 210.2835 - logcount_predictions_loss: 0.2686 7/1246 [..............................] - ETA: 11:39 - loss: 213.6139 - logits_profile_predictions_loss: 211.3350 - logcount_predictions_loss: 0.2650 8/1246 [..............................] - ETA: 11:38 - loss: 214.4826 - logits_profile_predictions_loss: 212.2301 - logcount_predictions_loss: 0.2619 9/1246 [..............................] - ETA: 11:38 - loss: 215.2601 - logits_profile_predictions_loss: 213.0338 - logcount_predictions_loss: 0.2589 10/1246 [..............................] - ETA: 11:37 - loss: 215.9992 - logits_profile_predictions_loss: 213.7984 - logcount_predictions_loss: 0.2559 11/1246 [..............................] - ETA: 11:37 - loss: 216.4646 - logits_profile_predictions_loss: 214.2891 - logcount_predictions_loss: 0.2530 12/1246 [..............................] - ETA: 11:36 - loss: 216.8859 - logits_profile_predictions_loss: 214.7316 - logcount_predictions_loss: 0.2505 13/1246 [..............................] - ETA: 11:35 - loss: 217.2319 - logits_profile_predictions_loss: 215.0909 - logcount_predictions_loss: 0.2490 14/1246 [..............................] - ETA: 11:35 - loss: 217.6513 - logits_profile_predictions_loss: 215.5216 - logcount_predictions_loss: 0.2476 15/1246 [..............................] - ETA: 11:34 - loss: 217.9949 - logits_profile_predictions_loss: 215.8772 - logcount_predictions_loss: 0.2462 16/1246 [..............................] - ETA: 11:34 - loss: 218.2772 - logits_profile_predictions_loss: 216.1717 - logcount_predictions_loss: 0.2448 17/1246 [..............................] - ETA: 11:33 - loss: 218.4888 - logits_profile_predictions_loss: 216.3914 - logcount_predictions_loss: 0.2439 18/1246 [..............................] - ETA: 11:33 - loss: 218.6104 - logits_profile_predictions_loss: 216.5190 - logcount_predictions_loss: 0.2432 19/1246 [..............................] - ETA: 11:32 - loss: 218.7954 - logits_profile_predictions_loss: 216.7103 - logcount_predictions_loss: 0.2425 20/1246 [..............................] - ETA: 11:32 - loss: 218.9799 - logits_profile_predictions_loss: 216.9014 - logcount_predictions_loss: 0.2417 21/1246 [..............................] - ETA: 11:31 - loss: 219.1990 - logits_profile_predictions_loss: 217.1254 - logcount_predictions_loss: 0.2411 22/1246 [..............................] - ETA: 11:30 - loss: 219.3656 - logits_profile_predictions_loss: 217.2975 - logcount_predictions_loss: 0.2405 23/1246 [..............................] - ETA: 11:30 - loss: 219.5246 - logits_profile_predictions_loss: 217.4621 - logcount_predictions_loss: 0.2398 24/1246 [..............................] - ETA: 11:29 - loss: 219.7076 - logits_profile_predictions_loss: 217.6497 - logcount_predictions_loss: 0.2393 25/1246 [..............................] - ETA: 11:29 - loss: 219.9137 - logits_profile_predictions_loss: 217.8605 - logcount_predictions_loss: 0.2387 26/1246 [..............................] - ETA: 11:28 - loss: 220.1215 - logits_profile_predictions_loss: 218.0714 - logcount_predictions_loss: 0.2384 27/1246 [..............................] - ETA: 11:28 - loss: 220.3004 - logits_profile_predictions_loss: 218.2538 - logcount_predictions_loss: 0.2380 28/1246 [..............................] - ETA: 11:27 - loss: 220.4537 - logits_profile_predictions_loss: 218.4103 - logcount_predictions_loss: 0.2376 29/1246 [..............................] - ETA: 11:26 - loss: 220.6354 - logits_profile_predictions_loss: 218.5952 - logcount_predictions_loss: 0.2372 30/1246 [..............................] - ETA: 11:26 - loss: 220.7890 - logits_profile_predictions_loss: 218.7524 - logcount_predictions_loss: 0.2368 31/1246 [..............................] - ETA: 11:25 - loss: 220.9146 - logits_profile_predictions_loss: 218.8816 - logcount_predictions_loss: 0.2364 32/1246 [..............................] - ETA: 11:25 - loss: 221.0381 - logits_profile_predictions_loss: 219.0086 - logcount_predictions_loss: 0.2360 33/1246 [..............................] - ETA: 11:24 - loss: 221.1523 - logits_profile_predictions_loss: 219.1261 - logcount_predictions_loss: 0.2356 34/1246 [..............................] - ETA: 11:24 - loss: 221.2531 - logits_profile_predictions_loss: 219.2300 - logcount_predictions_loss: 0.2352 35/1246 [..............................] - ETA: 11:23 - loss: 221.3347 - logits_profile_predictions_loss: 219.3142 - logcount_predictions_loss: 0.2350 36/1246 [..............................] - ETA: 11:23 - loss: 221.4184 - logits_profile_predictions_loss: 219.4003 - logcount_predictions_loss: 0.2347 37/1246 [..............................] - ETA: 11:22 - loss: 221.5032 - logits_profile_predictions_loss: 219.4874 - logcount_predictions_loss: 0.2344 38/1246 [..............................] - ETA: 11:21 - loss: 221.5697 - logits_profile_predictions_loss: 219.5562 - logcount_predictions_loss: 0.2341 39/1246 [..............................] - ETA: 11:21 - loss: 221.6337 - logits_profile_predictions_loss: 219.6227 - logcount_predictions_loss: 0.2338 40/1246 [..............................] - ETA: 11:20 - loss: 221.6966 - logits_profile_predictions_loss: 219.6884 - logcount_predictions_loss: 0.2335 41/1246 [..............................] - ETA: 11:20 - loss: 221.7410 - logits_profile_predictions_loss: 219.7355 - logcount_predictions_loss: 0.2332 42/1246 [>.............................] - ETA: 11:19 - loss: 221.7864 - logits_profile_predictions_loss: 219.7839 - logcount_predictions_loss: 0.2329 43/1246 [>.............................] - ETA: 11:19 - loss: 221.8262 - logits_profile_predictions_loss: 219.8267 - logcount_predictions_loss: 0.2325 44/1246 [>.............................] - ETA: 11:18 - loss: 221.8730 - logits_profile_predictions_loss: 219.8765 - logcount_predictions_loss: 0.2322 45/1246 [>.............................] - ETA: 11:18 - loss: 221.9145 - logits_profile_predictions_loss: 219.9209 - logcount_predictions_loss: 0.2318 46/1246 [>.............................] - ETA: 11:17 - loss: 221.9580 - logits_profile_predictions_loss: 219.9673 - logcount_predictions_loss: 0.2315 47/1246 [>.............................] - ETA: 11:16 - loss: 222.0002 - logits_profile_predictions_loss: 220.0123 - logcount_predictions_loss: 0.2312 48/1246 [>.............................] - ETA: 11:16 - loss: 222.0396 - logits_profile_predictions_loss: 220.0544 - logcount_predictions_loss: 0.2308 49/1246 [>.............................] - ETA: 11:15 - loss: 222.0689 - logits_profile_predictions_loss: 220.0859 - logcount_predictions_loss: 0.2306 50/1246 [>.............................] - ETA: 11:15 - loss: 222.0978 - logits_profile_predictions_loss: 220.1167 - logcount_predictions_loss: 0.2304 51/1246 [>.............................] - ETA: 11:14 - loss: 222.1193 - logits_profile_predictions_loss: 220.1401 - logcount_predictions_loss: 0.2301 52/1246 [>.............................] - ETA: 11:14 - loss: 222.1465 - logits_profile_predictions_loss: 220.1690 - logcount_predictions_loss: 0.2299 53/1246 [>.............................] - ETA: 11:13 - loss: 222.1727 - logits_profile_predictions_loss: 220.1970 - logcount_predictions_loss: 0.2297 54/1246 [>.............................] - ETA: 11:13 - loss: 222.2012 - logits_profile_predictions_loss: 220.2274 - logcount_predictions_loss: 0.2295 55/1246 [>.............................] - ETA: 11:12 - loss: 222.2389 - logits_profile_predictions_loss: 220.2668 - logcount_predictions_loss: 0.2293 56/1246 [>.............................] - ETA: 11:11 - loss: 222.2720 - logits_profile_predictions_loss: 220.3016 - logcount_predictions_loss: 0.2291 57/1246 [>.............................] - ETA: 11:11 - loss: 222.3085 - logits_profile_predictions_loss: 220.3398 - logcount_predictions_loss: 0.2289 58/1246 [>.............................] - ETA: 11:10 - loss: 222.3390 - logits_profile_predictions_loss: 220.3719 - logcount_predictions_loss: 0.2287 59/1246 [>.............................] - ETA: 11:10 - loss: 222.3742 - logits_profile_predictions_loss: 220.4088 - logcount_predictions_loss: 0.2285 60/1246 [>.............................] - ETA: 11:09 - loss: 222.4020 - logits_profile_predictions_loss: 220.4384 - logcount_predictions_loss: 0.2283 61/1246 [>.............................] - ETA: 11:09 - loss: 222.4228 - logits_profile_predictions_loss: 220.4610 - logcount_predictions_loss: 0.2281 62/1246 [>.............................] - ETA: 11:08 - loss: 222.4454 - logits_profile_predictions_loss: 220.4852 - logcount_predictions_loss: 0.2279 63/1246 [>.............................] - ETA: 11:07 - loss: 222.4754 - logits_profile_predictions_loss: 220.5170 - logcount_predictions_loss: 0.2277 64/1246 [>.............................] - ETA: 11:07 - loss: 222.5060 - logits_profile_predictions_loss: 220.5490 - logcount_predictions_loss: 0.2276 65/1246 [>.............................] - ETA: 11:06 - loss: 222.5403 - logits_profile_predictions_loss: 220.5848 - logcount_predictions_loss: 0.2274 66/1246 [>.............................] - ETA: 11:06 - loss: 222.5674 - logits_profile_predictions_loss: 220.6133 - logcount_predictions_loss: 0.2272 67/1246 [>.............................] - ETA: 11:05 - loss: 222.5945 - logits_profile_predictions_loss: 220.6415 - logcount_predictions_loss: 0.2271 68/1246 [>.............................] - ETA: 11:05 - loss: 222.6188 - logits_profile_predictions_loss: 220.6669 - logcount_predictions_loss: 0.2270 69/1246 [>.............................] - ETA: 11:04 - loss: 222.6446 - logits_profile_predictions_loss: 220.6936 - logcount_predictions_loss: 0.2269 70/1246 [>.............................] - ETA: 11:04 - loss: 222.6669 - logits_profile_predictions_loss: 220.7167 - logcount_predictions_loss: 0.2268 71/1246 [>.............................] - ETA: 11:03 - loss: 222.6907 - logits_profile_predictions_loss: 220.7411 - logcount_predictions_loss: 0.2267 72/1246 [>.............................] - ETA: 11:02 - loss: 222.7121 - logits_profile_predictions_loss: 220.7632 - logcount_predictions_loss: 0.2266 73/1246 [>.............................] - ETA: 11:02 - loss: 222.7328 - logits_profile_predictions_loss: 220.7847 - logcount_predictions_loss: 0.2265 74/1246 [>.............................] - ETA: 11:01 - loss: 222.7492 - logits_profile_predictions_loss: 220.8016 - logcount_predictions_loss: 0.2265 75/1246 [>.............................] - ETA: 11:01 - loss: 222.7600 - logits_profile_predictions_loss: 220.8129 - logcount_predictions_loss: 0.2264 76/1246 [>.............................] - ETA: 11:00 - loss: 222.7696 - logits_profile_predictions_loss: 220.8230 - logcount_predictions_loss: 0.2264 77/1246 [>.............................] - ETA: 11:00 - loss: 222.7767 - logits_profile_predictions_loss: 220.8307 - logcount_predictions_loss: 0.2263 78/1246 [>.............................] - ETA: 10:59 - loss: 222.7869 - logits_profile_predictions_loss: 220.8413 - logcount_predictions_loss: 0.2262 79/1246 [>.............................] - ETA: 10:58 - loss: 222.7946 - logits_profile_predictions_loss: 220.8494 - logcount_predictions_loss: 0.2262 80/1246 [>.............................] - ETA: 10:58 - loss: 222.8064 - logits_profile_predictions_loss: 220.8617 - logcount_predictions_loss: 0.2261 81/1246 [>.............................] - ETA: 10:57 - loss: 222.8193 - logits_profile_predictions_loss: 220.8751 - logcount_predictions_loss: 0.2261 82/1246 [>.............................] - ETA: 10:57 - loss: 222.8356 - logits_profile_predictions_loss: 220.8919 - logcount_predictions_loss: 0.2260 83/1246 [>.............................] - ETA: 10:56 - loss: 222.8505 - logits_profile_predictions_loss: 220.9072 - logcount_predictions_loss: 0.2260 84/1246 [=>............................] - ETA: 10:56 - loss: 222.8655 - logits_profile_predictions_loss: 220.9227 - logcount_predictions_loss: 0.2259 85/1246 [=>............................] - ETA: 10:55 - loss: 222.8781 - logits_profile_predictions_loss: 220.9358 - logcount_predictions_loss: 0.2259 86/1246 [=>............................] - ETA: 10:55 - loss: 222.8898 - logits_profile_predictions_loss: 220.9479 - logcount_predictions_loss: 0.2258 87/1246 [=>............................] - ETA: 10:54 - loss: 222.8990 - logits_profile_predictions_loss: 220.9575 - logcount_predictions_loss: 0.2258 88/1246 [=>............................] - ETA: 10:53 - loss: 222.9098 - logits_profile_predictions_loss: 220.9686 - logcount_predictions_loss: 0.2257 89/1246 [=>............................] - ETA: 10:53 - loss: 222.9211 - logits_profile_predictions_loss: 220.9802 - logcount_predictions_loss: 0.2257 90/1246 [=>............................] - ETA: 10:52 - loss: 222.9353 - logits_profile_predictions_loss: 220.9949 - logcount_predictions_loss: 0.2256 91/1246 [=>............................] - ETA: 10:52 - loss: 222.9501 - logits_profile_predictions_loss: 221.0100 - logcount_predictions_loss: 0.2256 92/1246 [=>............................] - ETA: 10:51 - loss: 222.9640 - logits_profile_predictions_loss: 221.0241 - logcount_predictions_loss: 0.2256 93/1246 [=>............................] - ETA: 10:51 - loss: 222.9776 - logits_profile_predictions_loss: 221.0380 - logcount_predictions_loss: 0.2255 94/1246 [=>............................] - ETA: 10:50 - loss: 222.9888 - logits_profile_predictions_loss: 221.0494 - logcount_predictions_loss: 0.2255 95/1246 [=>............................] - ETA: 10:49 - loss: 222.9991 - logits_profile_predictions_loss: 221.0600 - logcount_predictions_loss: 0.2255 96/1246 [=>............................] - ETA: 10:49 - loss: 223.0097 - logits_profile_predictions_loss: 221.0707 - logcount_predictions_loss: 0.2255 97/1246 [=>............................] - ETA: 10:48 - loss: 223.0185 - logits_profile_predictions_loss: 221.0798 - logcount_predictions_loss: 0.2254 98/1246 [=>............................] - ETA: 10:48 - loss: 223.0271 - logits_profile_predictions_loss: 221.0886 - logcount_predictions_loss: 0.2254 99/1246 [=>............................] - ETA: 10:47 - loss: 223.0338 - logits_profile_predictions_loss: 221.0955 - logcount_predictions_loss: 0.2254 100/1246 [=>............................] - ETA: 10:47 - loss: 223.0414 - logits_profile_predictions_loss: 221.1034 - logcount_predictions_loss: 0.2254 101/1246 [=>............................] - ETA: 10:46 - loss: 223.0492 - logits_profile_predictions_loss: 221.1114 - logcount_predictions_loss: 0.2253 102/1246 [=>............................] - ETA: 10:45 - loss: 223.0569 - logits_profile_predictions_loss: 221.1192 - logcount_predictions_loss: 0.2253 103/1246 [=>............................] - ETA: 10:45 - loss: 223.0649 - logits_profile_predictions_loss: 221.1273 - logcount_predictions_loss: 0.2253 104/1246 [=>............................] - ETA: 10:44 - loss: 223.0729 - logits_profile_predictions_loss: 221.1355 - logcount_predictions_loss: 0.2253 105/1246 [=>............................] - ETA: 10:44 - loss: 223.0774 - logits_profile_predictions_loss: 221.1403 - logcount_predictions_loss: 0.2253 106/1246 [=>............................] - ETA: 10:43 - loss: 223.0820 - logits_profile_predictions_loss: 221.1450 - logcount_predictions_loss: 0.2252 107/1246 [=>............................] - ETA: 10:43 - loss: 223.0866 - logits_profile_predictions_loss: 221.1496 - logcount_predictions_loss: 0.2252 108/1246 [=>............................] - ETA: 10:42 - loss: 223.0925 - logits_profile_predictions_loss: 221.1557 - logcount_predictions_loss: 0.2252 109/1246 [=>............................] - ETA: 10:42 - loss: 223.0979 - logits_profile_predictions_loss: 221.1612 - logcount_predictions_loss: 0.2252 110/1246 [=>............................] - ETA: 10:41 - loss: 223.1022 - logits_profile_predictions_loss: 221.1657 - logcount_predictions_loss: 0.2252 111/1246 [=>............................] - ETA: 10:40 - loss: 223.1058 - logits_profile_predictions_loss: 221.1694 - logcount_predictions_loss: 0.2252 112/1246 [=>............................] - ETA: 10:40 - loss: 223.1099 - logits_profile_predictions_loss: 221.1737 - logcount_predictions_loss: 0.2251 113/1246 [=>............................] - ETA: 10:39 - loss: 223.1128 - logits_profile_predictions_loss: 221.1768 - logcount_predictions_loss: 0.2251 114/1246 [=>............................] - ETA: 10:39 - loss: 223.1153 - logits_profile_predictions_loss: 221.1794 - logcount_predictions_loss: 0.2251 115/1246 [=>............................] - ETA: 10:38 - loss: 223.1168 - logits_profile_predictions_loss: 221.1811 - logcount_predictions_loss: 0.2251 116/1246 [=>............................] - ETA: 10:38 - loss: 223.1176 - logits_profile_predictions_loss: 221.1820 - logcount_predictions_loss: 0.2251 117/1246 [=>............................] - ETA: 10:37 - loss: 223.1174 - logits_profile_predictions_loss: 221.1820 - logcount_predictions_loss: 0.2250 118/1246 [=>............................] - ETA: 10:36 - loss: 223.1169 - logits_profile_predictions_loss: 221.1816 - logcount_predictions_loss: 0.2250 119/1246 [=>............................] - ETA: 10:36 - loss: 223.1158 - logits_profile_predictions_loss: 221.1807 - logcount_predictions_loss: 0.2250 120/1246 [=>............................] - ETA: 10:35 - loss: 223.1141 - logits_profile_predictions_loss: 221.1791 - logcount_predictions_loss: 0.2250 121/1246 [=>............................] - ETA: 10:35 - loss: 223.1121 - logits_profile_predictions_loss: 221.1773 - logcount_predictions_loss: 0.2250 122/1246 [=>............................] - ETA: 10:34 - loss: 223.1085 - logits_profile_predictions_loss: 221.1738 - logcount_predictions_loss: 0.2250 123/1246 [=>............................] - ETA: 10:34 - loss: 223.1059 - 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[==>...........................] - ETA: 10:30 - loss: 223.0950 - logits_profile_predictions_loss: 221.1610 - logcount_predictions_loss: 0.2249 131/1246 [==>...........................] - ETA: 10:29 - loss: 223.0951 - logits_profile_predictions_loss: 221.1612 - logcount_predictions_loss: 0.2249 132/1246 [==>...........................] - ETA: 10:29 - loss: 223.0955 - logits_profile_predictions_loss: 221.1618 - logcount_predictions_loss: 0.2249 133/1246 [==>...........................] - ETA: 10:28 - loss: 223.0956 - logits_profile_predictions_loss: 221.1620 - logcount_predictions_loss: 0.2248 134/1246 [==>...........................] - ETA: 10:27 - loss: 223.0961 - logits_profile_predictions_loss: 221.1626 - logcount_predictions_loss: 0.2248 135/1246 [==>...........................] - ETA: 10:27 - loss: 223.0972 - logits_profile_predictions_loss: 221.1638 - logcount_predictions_loss: 0.2248 136/1246 [==>...........................] - ETA: 10:26 - loss: 223.0983 - logits_profile_predictions_loss: 221.1650 - logcount_predictions_loss: 0.2248 137/1246 [==>...........................] - ETA: 10:26 - loss: 223.0986 - logits_profile_predictions_loss: 221.1654 - logcount_predictions_loss: 0.2248 138/1246 [==>...........................] - ETA: 10:25 - loss: 223.0987 - logits_profile_predictions_loss: 221.1656 - logcount_predictions_loss: 0.2248 139/1246 [==>...........................] - ETA: 10:25 - loss: 223.0983 - logits_profile_predictions_loss: 221.1652 - logcount_predictions_loss: 0.2248 140/1246 [==>...........................] - ETA: 10:24 - loss: 223.0987 - logits_profile_predictions_loss: 221.1656 - logcount_predictions_loss: 0.2248 141/1246 [==>...........................] - ETA: 10:23 - loss: 223.0982 - logits_profile_predictions_loss: 221.1652 - logcount_predictions_loss: 0.2248 142/1246 [==>...........................] - ETA: 10:23 - loss: 223.0982 - logits_profile_predictions_loss: 221.1652 - logcount_predictions_loss: 0.2248 143/1246 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logits_profile_predictions_loss: 221.1586 - logcount_predictions_loss: 0.2247 150/1246 [==>...........................] - ETA: 10:18 - loss: 223.0899 - logits_profile_predictions_loss: 221.1576 - logcount_predictions_loss: 0.2247 151/1246 [==>...........................] - ETA: 10:18 - loss: 223.0891 - logits_profile_predictions_loss: 221.1569 - logcount_predictions_loss: 0.2247 152/1246 [==>...........................] - ETA: 10:17 - loss: 223.0872 - logits_profile_predictions_loss: 221.1550 - logcount_predictions_loss: 0.2247 153/1246 [==>...........................] - ETA: 10:17 - loss: 223.0847 - logits_profile_predictions_loss: 221.1525 - logcount_predictions_loss: 0.2247 154/1246 [==>...........................] - ETA: 10:16 - loss: 223.0826 - logits_profile_predictions_loss: 221.1506 - logcount_predictions_loss: 0.2247 155/1246 [==>...........................] - ETA: 10:16 - loss: 223.0802 - logits_profile_predictions_loss: 221.1482 - logcount_predictions_loss: 0.2246 156/1246 [==>...........................] - ETA: 10:15 - loss: 223.0771 - logits_profile_predictions_loss: 221.1453 - logcount_predictions_loss: 0.2246 157/1246 [==>...........................] - ETA: 10:15 - loss: 223.0744 - logits_profile_predictions_loss: 221.1427 - logcount_predictions_loss: 0.2246 158/1246 [==>...........................] - ETA: 10:14 - loss: 223.0713 - logits_profile_predictions_loss: 221.1398 - logcount_predictions_loss: 0.2246 159/1246 [==>...........................] - ETA: 10:13 - loss: 223.0674 - logits_profile_predictions_loss: 221.1360 - logcount_predictions_loss: 0.2246 160/1246 [==>...........................] - ETA: 10:13 - loss: 223.0633 - logits_profile_predictions_loss: 221.1320 - logcount_predictions_loss: 0.2246 161/1246 [==>...........................] - ETA: 10:12 - loss: 223.0597 - logits_profile_predictions_loss: 221.1286 - logcount_predictions_loss: 0.2245 162/1246 [==>...........................] - ETA: 10:12 - loss: 223.0556 - logits_profile_predictions_loss: 221.1246 - logcount_predictions_loss: 0.2245 163/1246 [==>...........................] - ETA: 10:11 - loss: 223.0513 - logits_profile_predictions_loss: 221.1205 - logcount_predictions_loss: 0.2245 164/1246 [==>...........................] - ETA: 10:11 - loss: 223.0468 - logits_profile_predictions_loss: 221.1161 - logcount_predictions_loss: 0.2245 165/1246 [==>...........................] - ETA: 10:10 - loss: 223.0423 - logits_profile_predictions_loss: 221.1118 - logcount_predictions_loss: 0.2245 166/1246 [==>...........................] - ETA: 10:09 - loss: 223.0379 - logits_profile_predictions_loss: 221.1076 - logcount_predictions_loss: 0.2245 167/1246 [===>..........................] - ETA: 10:09 - loss: 223.0337 - logits_profile_predictions_loss: 221.1035 - logcount_predictions_loss: 0.2244 168/1246 [===>..........................] - ETA: 10:08 - loss: 223.0288 - logits_profile_predictions_loss: 221.0989 - logcount_predictions_loss: 0.2244 169/1246 [===>..........................] - ETA: 10:08 - loss: 223.0242 - logits_profile_predictions_loss: 221.0944 - logcount_predictions_loss: 0.2244 170/1246 [===>..........................] - ETA: 10:07 - loss: 223.0195 - logits_profile_predictions_loss: 221.0899 - logcount_predictions_loss: 0.2244 171/1246 [===>..........................] - ETA: 10:07 - loss: 223.0155 - logits_profile_predictions_loss: 221.0861 - logcount_predictions_loss: 0.2243 172/1246 [===>..........................] - ETA: 10:06 - loss: 223.0108 - logits_profile_predictions_loss: 221.0816 - logcount_predictions_loss: 0.2243 173/1246 [===>..........................] - ETA: 10:06 - loss: 223.0055 - logits_profile_predictions_loss: 221.0765 - logcount_predictions_loss: 0.2243 174/1246 [===>..........................] - ETA: 10:05 - loss: 222.9999 - logits_profile_predictions_loss: 221.0711 - logcount_predictions_loss: 0.2243 175/1246 [===>..........................] - ETA: 10:04 - loss: 222.9944 - logits_profile_predictions_loss: 221.0658 - logcount_predictions_loss: 0.2243 176/1246 [===>..........................] - ETA: 10:04 - loss: 222.9879 - logits_profile_predictions_loss: 221.0594 - logcount_predictions_loss: 0.2242 177/1246 [===>..........................] - ETA: 10:03 - loss: 222.9815 - logits_profile_predictions_loss: 221.0532 - logcount_predictions_loss: 0.2242 178/1246 [===>..........................] - ETA: 10:03 - loss: 222.9751 - logits_profile_predictions_loss: 221.0470 - logcount_predictions_loss: 0.2242 179/1246 [===>..........................] - ETA: 10:02 - loss: 222.9690 - logits_profile_predictions_loss: 221.0411 - logcount_predictions_loss: 0.2242 180/1246 [===>..........................] - ETA: 10:02 - loss: 222.9629 - logits_profile_predictions_loss: 221.0352 - logcount_predictions_loss: 0.2242 181/1246 [===>..........................] - ETA: 10:01 - loss: 222.9573 - logits_profile_predictions_loss: 221.0297 - logcount_predictions_loss: 0.2241 182/1246 [===>..........................] - ETA: 10:00 - loss: 222.9519 - logits_profile_predictions_loss: 221.0245 - logcount_predictions_loss: 0.2241 183/1246 [===>..........................] - ETA: 10:00 - loss: 222.9458 - logits_profile_predictions_loss: 221.0187 - logcount_predictions_loss: 0.2241 184/1246 [===>..........................] - ETA: 9:59 - loss: 222.9397 - logits_profile_predictions_loss: 221.0128 - logcount_predictions_loss: 0.2241  185/1246 [===>..........................] - ETA: 9:59 - loss: 222.9331 - logits_profile_predictions_loss: 221.0064 - logcount_predictions_loss: 0.2240 186/1246 [===>..........................] - ETA: 9:58 - loss: 222.9264 - logits_profile_predictions_loss: 220.9999 - logcount_predictions_loss: 0.2240 187/1246 [===>..........................] - ETA: 9:58 - loss: 222.9197 - logits_profile_predictions_loss: 220.9934 - logcount_predictions_loss: 0.2240 188/1246 [===>..........................] - ETA: 9:57 - loss: 222.9130 - logits_profile_predictions_loss: 220.9870 - logcount_predictions_loss: 0.2240 189/1246 [===>..........................] - ETA: 9:57 - loss: 222.9061 - logits_profile_predictions_loss: 220.9802 - logcount_predictions_loss: 0.2239 190/1246 [===>..........................] - ETA: 9:56 - loss: 222.8989 - logits_profile_predictions_loss: 220.9733 - logcount_predictions_loss: 0.2239 191/1246 [===>..........................] - ETA: 9:55 - loss: 222.8918 - logits_profile_predictions_loss: 220.9663 - logcount_predictions_loss: 0.2239 192/1246 [===>..........................] - ETA: 9:55 - loss: 222.8844 - logits_profile_predictions_loss: 220.9591 - logcount_predictions_loss: 0.2239 193/1246 [===>..........................] - ETA: 9:54 - loss: 222.8775 - logits_profile_predictions_loss: 220.9525 - logcount_predictions_loss: 0.2238 194/1246 [===>..........................] - ETA: 9:54 - loss: 222.8707 - logits_profile_predictions_loss: 220.9458 - logcount_predictions_loss: 0.2238 195/1246 [===>..........................] - ETA: 9:53 - loss: 222.8635 - logits_profile_predictions_loss: 220.9389 - logcount_predictions_loss: 0.2238 196/1246 [===>..........................] - ETA: 9:53 - loss: 222.8569 - logits_profile_predictions_loss: 220.9324 - logcount_predictions_loss: 0.2238 197/1246 [===>..........................] - ETA: 9:52 - loss: 222.8497 - logits_profile_predictions_loss: 220.9254 - logcount_predictions_loss: 0.2238 198/1246 [===>..........................] - ETA: 9:51 - loss: 222.8426 - logits_profile_predictions_loss: 220.9185 - logcount_predictions_loss: 0.2237 199/1246 [===>..........................] - ETA: 9:51 - loss: 222.8355 - logits_profile_predictions_loss: 220.9116 - logcount_predictions_loss: 0.2237 200/1246 [===>..........................] - ETA: 9:50 - loss: 222.8288 - logits_profile_predictions_loss: 220.9051 - logcount_predictions_loss: 0.2237 201/1246 [===>..........................] - ETA: 9:50 - loss: 222.8228 - logits_profile_predictions_loss: 220.8994 - logcount_predictions_loss: 0.2237 202/1246 [===>..........................] - ETA: 9:49 - loss: 222.8161 - logits_profile_predictions_loss: 220.8928 - logcount_predictions_loss: 0.2236 203/1246 [===>..........................] - ETA: 9:49 - loss: 222.8089 - logits_profile_predictions_loss: 220.8858 - logcount_predictions_loss: 0.2236 204/1246 [===>..........................] - ETA: 9:48 - loss: 222.8021 - logits_profile_predictions_loss: 220.8792 - logcount_predictions_loss: 0.2236 205/1246 [===>..........................] - ETA: 9:47 - loss: 222.7952 - logits_profile_predictions_loss: 220.8725 - logcount_predictions_loss: 0.2236 206/1246 [===>..........................] - ETA: 9:47 - loss: 222.7880 - logits_profile_predictions_loss: 220.8655 - logcount_predictions_loss: 0.2235 207/1246 [===>..........................] - ETA: 9:46 - loss: 222.7812 - logits_profile_predictions_loss: 220.8589 - logcount_predictions_loss: 0.2235 208/1246 [====>.........................] - ETA: 9:46 - loss: 222.7747 - logits_profile_predictions_loss: 220.8526 - logcount_predictions_loss: 0.2235 209/1246 [====>.........................] - ETA: 9:45 - loss: 222.7676 - logits_profile_predictions_loss: 220.8457 - logcount_predictions_loss: 0.2235 210/1246 [====>.........................] - ETA: 9:45 - loss: 222.7602 - logits_profile_predictions_loss: 220.8385 - logcount_predictions_loss: 0.2235 211/1246 [====>.........................] - ETA: 9:44 - loss: 222.7529 - logits_profile_predictions_loss: 220.8314 - logcount_predictions_loss: 0.2234 212/1246 [====>.........................] - ETA: 9:44 - loss: 222.7453 - logits_profile_predictions_loss: 220.8240 - logcount_predictions_loss: 0.2234 213/1246 [====>.........................] - ETA: 9:43 - loss: 222.7380 - logits_profile_predictions_loss: 220.8169 - logcount_predictions_loss: 0.2234 214/1246 [====>.........................] - ETA: 9:42 - loss: 222.7310 - logits_profile_predictions_loss: 220.8102 - logcount_predictions_loss: 0.2234 215/1246 [====>.........................] - ETA: 9:42 - loss: 222.7240 - logits_profile_predictions_loss: 220.8034 - logcount_predictions_loss: 0.2233 216/1246 [====>.........................] - ETA: 9:41 - loss: 222.7176 - logits_profile_predictions_loss: 220.7971 - logcount_predictions_loss: 0.2233 217/1246 [====>.........................] - ETA: 9:41 - loss: 222.7105 - logits_profile_predictions_loss: 220.7903 - logcount_predictions_loss: 0.2233 218/1246 [====>.........................] - ETA: 9:40 - loss: 222.7036 - logits_profile_predictions_loss: 220.7835 - logcount_predictions_loss: 0.2233 219/1246 [====>.........................] - ETA: 9:40 - loss: 222.6965 - logits_profile_predictions_loss: 220.7767 - logcount_predictions_loss: 0.2232 220/1246 [====>.........................] - ETA: 9:39 - loss: 222.6901 - logits_profile_predictions_loss: 220.7705 - logcount_predictions_loss: 0.2232 221/1246 [====>.........................] - ETA: 9:38 - loss: 222.6838 - logits_profile_predictions_loss: 220.7644 - logcount_predictions_loss: 0.2232 222/1246 [====>.........................] - ETA: 9:38 - loss: 222.6778 - logits_profile_predictions_loss: 220.7586 - logcount_predictions_loss: 0.2232 223/1246 [====>.........................] - ETA: 9:37 - loss: 222.6720 - logits_profile_predictions_loss: 220.7530 - logcount_predictions_loss: 0.2231 224/1246 [====>.........................] - ETA: 9:37 - loss: 222.6661 - logits_profile_predictions_loss: 220.7473 - logcount_predictions_loss: 0.2231 225/1246 [====>.........................] - ETA: 9:36 - loss: 222.6602 - logits_profile_predictions_loss: 220.7416 - logcount_predictions_loss: 0.2231 226/1246 [====>.........................] - ETA: 9:36 - loss: 222.6545 - logits_profile_predictions_loss: 220.7361 - logcount_predictions_loss: 0.2231 227/1246 [====>.........................] - ETA: 9:35 - loss: 222.6491 - logits_profile_predictions_loss: 220.7309 - logcount_predictions_loss: 0.2230 228/1246 [====>.........................] - ETA: 9:34 - loss: 222.6431 - logits_profile_predictions_loss: 220.7251 - logcount_predictions_loss: 0.2230 229/1246 [====>.........................] - ETA: 9:34 - loss: 222.6371 - logits_profile_predictions_loss: 220.7192 - logcount_predictions_loss: 0.2230 230/1246 [====>.........................] - ETA: 9:33 - loss: 222.6307 - logits_profile_predictions_loss: 220.7131 - logcount_predictions_loss: 0.2230 231/1246 [====>.........................] - ETA: 9:33 - loss: 222.6242 - logits_profile_predictions_loss: 220.7068 - logcount_predictions_loss: 0.2230 232/1246 [====>.........................] - ETA: 9:32 - loss: 222.6177 - logits_profile_predictions_loss: 220.7003 - logcount_predictions_loss: 0.2229 233/1246 [====>.........................] - ETA: 9:32 - loss: 222.6109 - logits_profile_predictions_loss: 220.6937 - logcount_predictions_loss: 0.2229 234/1246 [====>.........................] - ETA: 9:31 - loss: 222.6041 - logits_profile_predictions_loss: 220.6872 - logcount_predictions_loss: 0.2229 235/1246 [====>.........................] - ETA: 9:31 - loss: 222.5975 - logits_profile_predictions_loss: 220.6807 - logcount_predictions_loss: 0.2229 236/1246 [====>.........................] - ETA: 9:30 - loss: 222.5910 - logits_profile_predictions_loss: 220.6744 - logcount_predictions_loss: 0.2229 237/1246 [====>.........................] - ETA: 9:29 - loss: 222.5844 - logits_profile_predictions_loss: 220.6680 - logcount_predictions_loss: 0.2228 238/1246 [====>.........................] - ETA: 9:29 - loss: 222.5778 - logits_profile_predictions_loss: 220.6615 - logcount_predictions_loss: 0.2228 239/1246 [====>.........................] - ETA: 9:28 - loss: 222.5710 - logits_profile_predictions_loss: 220.6549 - logcount_predictions_loss: 0.2228 240/1246 [====>.........................] - ETA: 9:28 - loss: 222.5643 - logits_profile_predictions_loss: 220.6484 - logcount_predictions_loss: 0.2228 241/1246 [====>.........................] - ETA: 9:27 - loss: 222.5581 - logits_profile_predictions_loss: 220.6423 - logcount_predictions_loss: 0.2228 242/1246 [====>.........................] - ETA: 9:27 - loss: 222.5518 - logits_profile_predictions_loss: 220.6361 - logcount_predictions_loss: 0.2227 243/1246 [====>.........................] - ETA: 9:26 - loss: 222.5453 - logits_profile_predictions_loss: 220.6298 - logcount_predictions_loss: 0.2227 244/1246 [====>.........................] - ETA: 9:25 - loss: 222.5390 - logits_profile_predictions_loss: 220.6237 - logcount_predictions_loss: 0.2227 245/1246 [====>.........................] - ETA: 9:25 - loss: 222.5329 - logits_profile_predictions_loss: 220.6177 - logcount_predictions_loss: 0.2227 246/1246 [====>.........................] - ETA: 9:24 - loss: 222.5268 - logits_profile_predictions_loss: 220.6119 - logcount_predictions_loss: 0.2227 247/1246 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218.8129 - logcount_predictions_loss: 0.2180 1242/1246 [============================>.] - ETA: 2s - loss: 220.6867 - logits_profile_predictions_loss: 218.8122 - logcount_predictions_loss: 0.2180 1243/1246 [============================>.] - ETA: 1s - loss: 220.6860 - logits_profile_predictions_loss: 218.8115 - logcount_predictions_loss: 0.2180 1244/1246 [============================>.] - ETA: 1s - loss: 220.6852 - logits_profile_predictions_loss: 218.8107 - logcount_predictions_loss: 0.2180 1245/1246 [============================>.] - ETA: 0s - loss: 220.6845 - logits_profile_predictions_loss: 218.8100 - logcount_predictions_loss: 0.2180 1246/1246 [==============================] - ETA: 0s - loss: 220.6838 - logits_profile_predictions_loss: 218.8093 - logcount_predictions_loss: 0.2180 1246/1246 [==============================] - 731s 587ms/step - loss: 220.6830 - logits_profile_predictions_loss: 218.8086 - logcount_predictions_loss: 0.2180 - val_loss: 245.3371 - val_logits_profile_predictions_loss: 243.0117 - val_logcount_predictions_loss: 0.2704 + +Epoch 00011: val_loss did not improve from 243.99802 +Epoch 12/50 + 1/1246 [..............................] - ETA: 12:06 - loss: 236.2620 - logits_profile_predictions_loss: 234.7678 - logcount_predictions_loss: 0.1737 2/1246 [..............................] - ETA: 11:42 - loss: 229.6255 - logits_profile_predictions_loss: 228.1005 - logcount_predictions_loss: 0.1773 3/1246 [..............................] - ETA: 11:41 - loss: 227.5555 - logits_profile_predictions_loss: 226.0022 - logcount_predictions_loss: 0.1806 4/1246 [..............................] - ETA: 11:41 - loss: 225.0044 - logits_profile_predictions_loss: 223.4156 - logcount_predictions_loss: 0.1847 5/1246 [..............................] - ETA: 11:40 - loss: 224.0869 - logits_profile_predictions_loss: 222.4555 - logcount_predictions_loss: 0.1897 6/1246 [..............................] - ETA: 11:39 - loss: 223.0125 - logits_profile_predictions_loss: 221.3293 - logcount_predictions_loss: 0.1957 7/1246 [..............................] - ETA: 11:39 - loss: 222.4953 - logits_profile_predictions_loss: 220.7745 - logcount_predictions_loss: 0.2001 8/1246 [..............................] - ETA: 11:38 - loss: 221.8396 - logits_profile_predictions_loss: 220.0950 - logcount_predictions_loss: 0.2029 9/1246 [..............................] - ETA: 11:38 - loss: 221.2675 - logits_profile_predictions_loss: 219.5078 - logcount_predictions_loss: 0.2046 10/1246 [..............................] - ETA: 11:37 - loss: 221.2213 - logits_profile_predictions_loss: 219.4534 - logcount_predictions_loss: 0.2056 11/1246 [..............................] - ETA: 11:37 - loss: 221.1506 - logits_profile_predictions_loss: 219.3779 - logcount_predictions_loss: 0.2061 12/1246 [..............................] - ETA: 11:36 - loss: 221.0157 - logits_profile_predictions_loss: 219.2339 - logcount_predictions_loss: 0.2072 13/1246 [..............................] - ETA: 11:36 - loss: 220.9479 - logits_profile_predictions_loss: 219.1609 - logcount_predictions_loss: 0.2078 14/1246 [..............................] - ETA: 11:35 - loss: 220.8669 - logits_profile_predictions_loss: 219.0770 - logcount_predictions_loss: 0.2081 15/1246 [..............................] - ETA: 11:35 - loss: 220.8236 - logits_profile_predictions_loss: 219.0315 - logcount_predictions_loss: 0.2084 16/1246 [..............................] - ETA: 11:34 - loss: 220.7553 - logits_profile_predictions_loss: 218.9614 - logcount_predictions_loss: 0.2086 17/1246 [..............................] - ETA: 11:33 - loss: 220.7124 - logits_profile_predictions_loss: 218.9168 - logcount_predictions_loss: 0.2088 18/1246 [..............................] - ETA: 11:33 - loss: 220.6969 - logits_profile_predictions_loss: 218.9022 - logcount_predictions_loss: 0.2087 19/1246 [..............................] - ETA: 11:32 - loss: 220.6844 - logits_profile_predictions_loss: 218.8913 - logcount_predictions_loss: 0.2085 20/1246 [..............................] - ETA: 11:32 - loss: 220.6870 - logits_profile_predictions_loss: 218.8962 - logcount_predictions_loss: 0.2082 21/1246 [..............................] - ETA: 11:31 - loss: 220.6750 - logits_profile_predictions_loss: 218.8865 - logcount_predictions_loss: 0.2080 22/1246 [..............................] - ETA: 11:30 - loss: 220.6332 - logits_profile_predictions_loss: 218.8474 - logcount_predictions_loss: 0.2077 23/1246 [..............................] - ETA: 11:30 - loss: 220.6156 - logits_profile_predictions_loss: 218.8321 - logcount_predictions_loss: 0.2074 24/1246 [..............................] - ETA: 11:29 - loss: 220.6596 - logits_profile_predictions_loss: 218.8774 - logcount_predictions_loss: 0.2072 25/1246 [..............................] - ETA: 11:29 - loss: 220.6646 - logits_profile_predictions_loss: 218.8835 - logcount_predictions_loss: 0.2071 26/1246 [..............................] - ETA: 11:28 - loss: 220.6215 - logits_profile_predictions_loss: 218.8404 - logcount_predictions_loss: 0.2071 27/1246 [..............................] - ETA: 11:28 - loss: 220.5713 - logits_profile_predictions_loss: 218.7905 - logcount_predictions_loss: 0.2071 28/1246 [..............................] - ETA: 11:27 - loss: 220.5250 - logits_profile_predictions_loss: 218.7446 - logcount_predictions_loss: 0.2070 29/1246 [..............................] - ETA: 11:27 - loss: 220.4930 - logits_profile_predictions_loss: 218.7134 - logcount_predictions_loss: 0.2069 30/1246 [..............................] - ETA: 11:26 - loss: 220.4530 - logits_profile_predictions_loss: 218.6748 - logcount_predictions_loss: 0.2068 31/1246 [..............................] - ETA: 11:25 - loss: 220.4111 - logits_profile_predictions_loss: 218.6344 - logcount_predictions_loss: 0.2066 32/1246 [..............................] - ETA: 11:25 - loss: 220.3975 - logits_profile_predictions_loss: 218.6223 - logcount_predictions_loss: 0.2064 33/1246 [..............................] - ETA: 11:24 - loss: 220.3764 - logits_profile_predictions_loss: 218.6026 - logcount_predictions_loss: 0.2063 34/1246 [..............................] - ETA: 11:24 - loss: 220.3602 - logits_profile_predictions_loss: 218.5881 - logcount_predictions_loss: 0.2061 35/1246 [..............................] - ETA: 11:23 - loss: 220.3537 - logits_profile_predictions_loss: 218.5829 - logcount_predictions_loss: 0.2059 36/1246 [..............................] - ETA: 11:23 - loss: 220.3472 - logits_profile_predictions_loss: 218.5776 - logcount_predictions_loss: 0.2058 37/1246 [..............................] - ETA: 11:22 - loss: 220.3505 - logits_profile_predictions_loss: 218.5820 - logcount_predictions_loss: 0.2056 38/1246 [..............................] - ETA: 11:22 - loss: 220.3491 - logits_profile_predictions_loss: 218.5817 - logcount_predictions_loss: 0.2055 39/1246 [..............................] - ETA: 11:21 - loss: 220.3476 - logits_profile_predictions_loss: 218.5814 - logcount_predictions_loss: 0.2054 40/1246 [..............................] - ETA: 11:20 - loss: 220.3505 - logits_profile_predictions_loss: 218.5856 - logcount_predictions_loss: 0.2052 41/1246 [..............................] - ETA: 11:20 - loss: 220.3529 - logits_profile_predictions_loss: 218.5890 - logcount_predictions_loss: 0.2051 42/1246 [>.............................] - ETA: 11:19 - loss: 220.3432 - logits_profile_predictions_loss: 218.5802 - logcount_predictions_loss: 0.2050 43/1246 [>.............................] - ETA: 11:19 - loss: 220.3326 - logits_profile_predictions_loss: 218.5702 - logcount_predictions_loss: 0.2049 44/1246 [>.............................] - ETA: 11:18 - loss: 220.3286 - logits_profile_predictions_loss: 218.5669 - logcount_predictions_loss: 0.2049 45/1246 [>.............................] - ETA: 11:18 - loss: 220.3162 - logits_profile_predictions_loss: 218.5552 - logcount_predictions_loss: 0.2048 46/1246 [>.............................] - ETA: 11:17 - loss: 220.3131 - logits_profile_predictions_loss: 218.5531 - logcount_predictions_loss: 0.2047 47/1246 [>.............................] - ETA: 11:16 - loss: 220.3171 - logits_profile_predictions_loss: 218.5580 - logcount_predictions_loss: 0.2045 48/1246 [>.............................] - ETA: 11:16 - loss: 220.3164 - logits_profile_predictions_loss: 218.5581 - logcount_predictions_loss: 0.2045 49/1246 [>.............................] - ETA: 11:15 - loss: 220.3120 - logits_profile_predictions_loss: 218.5542 - logcount_predictions_loss: 0.2044 50/1246 [>.............................] - ETA: 11:15 - loss: 220.3024 - logits_profile_predictions_loss: 218.5451 - logcount_predictions_loss: 0.2043 51/1246 [>.............................] - ETA: 11:14 - loss: 220.2927 - logits_profile_predictions_loss: 218.5361 - logcount_predictions_loss: 0.2043 52/1246 [>.............................] - ETA: 11:14 - loss: 220.2829 - logits_profile_predictions_loss: 218.5269 - logcount_predictions_loss: 0.2042 53/1246 [>.............................] - ETA: 11:13 - loss: 220.2688 - logits_profile_predictions_loss: 218.5131 - logcount_predictions_loss: 0.2042 54/1246 [>.............................] - ETA: 11:13 - loss: 220.2565 - logits_profile_predictions_loss: 218.5010 - logcount_predictions_loss: 0.2041 55/1246 [>.............................] - ETA: 11:12 - loss: 220.2391 - logits_profile_predictions_loss: 218.4839 - logcount_predictions_loss: 0.2041 56/1246 [>.............................] - ETA: 11:11 - loss: 220.2158 - logits_profile_predictions_loss: 218.4610 - logcount_predictions_loss: 0.2041 57/1246 [>.............................] - ETA: 11:11 - loss: 220.1965 - logits_profile_predictions_loss: 218.4420 - logcount_predictions_loss: 0.2040 58/1246 [>.............................] - ETA: 11:10 - loss: 220.1764 - logits_profile_predictions_loss: 218.4225 - logcount_predictions_loss: 0.2039 59/1246 [>.............................] - ETA: 11:10 - loss: 220.1512 - logits_profile_predictions_loss: 218.3977 - logcount_predictions_loss: 0.2039 60/1246 [>.............................] - ETA: 11:09 - loss: 220.1344 - logits_profile_predictions_loss: 218.3814 - logcount_predictions_loss: 0.2038 61/1246 [>.............................] - ETA: 11:09 - loss: 220.1223 - logits_profile_predictions_loss: 218.3696 - logcount_predictions_loss: 0.2038 62/1246 [>.............................] - ETA: 11:08 - loss: 220.1079 - logits_profile_predictions_loss: 218.3554 - logcount_predictions_loss: 0.2038 63/1246 [>.............................] - ETA: 11:07 - loss: 220.0918 - logits_profile_predictions_loss: 218.3395 - logcount_predictions_loss: 0.2038 64/1246 [>.............................] - ETA: 11:07 - loss: 220.0753 - logits_profile_predictions_loss: 218.3231 - logcount_predictions_loss: 0.2037 65/1246 [>.............................] - ETA: 11:06 - loss: 220.0584 - logits_profile_predictions_loss: 218.3065 - logcount_predictions_loss: 0.2037 66/1246 [>.............................] - ETA: 11:06 - loss: 220.0492 - logits_profile_predictions_loss: 218.2973 - logcount_predictions_loss: 0.2037 67/1246 [>.............................] - ETA: 11:05 - loss: 220.0449 - logits_profile_predictions_loss: 218.2931 - logcount_predictions_loss: 0.2037 68/1246 [>.............................] - ETA: 11:05 - loss: 220.0389 - logits_profile_predictions_loss: 218.2874 - logcount_predictions_loss: 0.2037 69/1246 [>.............................] - ETA: 11:04 - loss: 220.0317 - logits_profile_predictions_loss: 218.2805 - logcount_predictions_loss: 0.2036 70/1246 [>.............................] - ETA: 11:04 - loss: 220.0245 - logits_profile_predictions_loss: 218.2737 - logcount_predictions_loss: 0.2036 71/1246 [>.............................] - ETA: 11:03 - loss: 220.0151 - logits_profile_predictions_loss: 218.2648 - logcount_predictions_loss: 0.2035 72/1246 [>.............................] - ETA: 11:02 - loss: 220.0068 - logits_profile_predictions_loss: 218.2567 - logcount_predictions_loss: 0.2035 73/1246 [>.............................] - ETA: 11:02 - loss: 219.9978 - logits_profile_predictions_loss: 218.2482 - logcount_predictions_loss: 0.2034 74/1246 [>.............................] - ETA: 11:01 - loss: 219.9897 - logits_profile_predictions_loss: 218.2405 - logcount_predictions_loss: 0.2034 75/1246 [>.............................] - ETA: 11:01 - loss: 219.9815 - logits_profile_predictions_loss: 218.2326 - logcount_predictions_loss: 0.2034 76/1246 [>.............................] - ETA: 11:00 - loss: 219.9723 - logits_profile_predictions_loss: 218.2238 - logcount_predictions_loss: 0.2033 77/1246 [>.............................] - ETA: 11:00 - loss: 219.9660 - logits_profile_predictions_loss: 218.2176 - logcount_predictions_loss: 0.2033 78/1246 [>.............................] - ETA: 10:59 - loss: 219.9565 - logits_profile_predictions_loss: 218.2084 - logcount_predictions_loss: 0.2033 79/1246 [>.............................] - ETA: 10:58 - loss: 219.9448 - logits_profile_predictions_loss: 218.1968 - logcount_predictions_loss: 0.2033 80/1246 [>.............................] - ETA: 10:58 - loss: 219.9373 - logits_profile_predictions_loss: 218.1896 - logcount_predictions_loss: 0.2032 81/1246 [>.............................] - ETA: 10:57 - loss: 219.9277 - logits_profile_predictions_loss: 218.1800 - logcount_predictions_loss: 0.2032 82/1246 [>.............................] - ETA: 10:57 - loss: 219.9174 - logits_profile_predictions_loss: 218.1698 - logcount_predictions_loss: 0.2032 83/1246 [>.............................] - ETA: 10:56 - loss: 219.9072 - logits_profile_predictions_loss: 218.1596 - logcount_predictions_loss: 0.2032 84/1246 [=>............................] - ETA: 10:56 - loss: 219.8967 - logits_profile_predictions_loss: 218.1491 - logcount_predictions_loss: 0.2032 85/1246 [=>............................] - ETA: 10:55 - loss: 219.8841 - logits_profile_predictions_loss: 218.1364 - logcount_predictions_loss: 0.2032 86/1246 [=>............................] - ETA: 10:55 - loss: 219.8727 - logits_profile_predictions_loss: 218.1251 - logcount_predictions_loss: 0.2032 87/1246 [=>............................] - ETA: 10:54 - loss: 219.8618 - logits_profile_predictions_loss: 218.1141 - logcount_predictions_loss: 0.2032 88/1246 [=>............................] - ETA: 10:53 - loss: 219.8490 - logits_profile_predictions_loss: 218.1013 - logcount_predictions_loss: 0.2032 89/1246 [=>............................] - ETA: 10:53 - loss: 219.8363 - logits_profile_predictions_loss: 218.0885 - logcount_predictions_loss: 0.2032 90/1246 [=>............................] - ETA: 10:52 - loss: 219.8219 - logits_profile_predictions_loss: 218.0740 - logcount_predictions_loss: 0.2033 91/1246 [=>............................] - ETA: 10:52 - loss: 219.8093 - logits_profile_predictions_loss: 218.0612 - logcount_predictions_loss: 0.2033 92/1246 [=>............................] - ETA: 10:51 - loss: 219.7984 - logits_profile_predictions_loss: 218.0503 - logcount_predictions_loss: 0.2033 93/1246 [=>............................] - ETA: 10:51 - loss: 219.7870 - logits_profile_predictions_loss: 218.0387 - logcount_predictions_loss: 0.2033 94/1246 [=>............................] - ETA: 10:50 - loss: 219.7744 - logits_profile_predictions_loss: 218.0261 - logcount_predictions_loss: 0.2033 95/1246 [=>............................] - ETA: 10:49 - loss: 219.7638 - logits_profile_predictions_loss: 218.0154 - logcount_predictions_loss: 0.2033 96/1246 [=>............................] - ETA: 10:49 - loss: 219.7555 - logits_profile_predictions_loss: 218.0070 - logcount_predictions_loss: 0.2033 97/1246 [=>............................] - ETA: 10:48 - loss: 219.7501 - logits_profile_predictions_loss: 218.0015 - logcount_predictions_loss: 0.2033 98/1246 [=>............................] - ETA: 10:48 - loss: 219.7458 - logits_profile_predictions_loss: 217.9972 - logcount_predictions_loss: 0.2033 99/1246 [=>............................] - ETA: 10:47 - loss: 219.7426 - logits_profile_predictions_loss: 217.9940 - logcount_predictions_loss: 0.2033 100/1246 [=>............................] - ETA: 10:47 - loss: 219.7388 - logits_profile_predictions_loss: 217.9900 - logcount_predictions_loss: 0.2033 101/1246 [=>............................] - ETA: 10:46 - loss: 219.7351 - logits_profile_predictions_loss: 217.9862 - logcount_predictions_loss: 0.2034 102/1246 [=>............................] - ETA: 10:46 - loss: 219.7310 - logits_profile_predictions_loss: 217.9821 - logcount_predictions_loss: 0.2034 103/1246 [=>............................] - ETA: 10:45 - loss: 219.7263 - logits_profile_predictions_loss: 217.9772 - logcount_predictions_loss: 0.2034 104/1246 [=>............................] - ETA: 10:44 - loss: 219.7218 - logits_profile_predictions_loss: 217.9727 - logcount_predictions_loss: 0.2034 105/1246 [=>............................] - ETA: 10:44 - loss: 219.7181 - logits_profile_predictions_loss: 217.9689 - logcount_predictions_loss: 0.2034 106/1246 [=>............................] - ETA: 10:43 - loss: 219.7150 - logits_profile_predictions_loss: 217.9656 - logcount_predictions_loss: 0.2034 107/1246 [=>............................] - ETA: 10:43 - loss: 219.7103 - logits_profile_predictions_loss: 217.9609 - logcount_predictions_loss: 0.2034 108/1246 [=>............................] - ETA: 10:42 - loss: 219.7071 - logits_profile_predictions_loss: 217.9575 - logcount_predictions_loss: 0.2034 109/1246 [=>............................] - ETA: 10:42 - loss: 219.7043 - logits_profile_predictions_loss: 217.9546 - logcount_predictions_loss: 0.2035 110/1246 [=>............................] - ETA: 10:41 - loss: 219.7010 - logits_profile_predictions_loss: 217.9511 - logcount_predictions_loss: 0.2035 111/1246 [=>............................] - ETA: 10:40 - loss: 219.6993 - logits_profile_predictions_loss: 217.9491 - logcount_predictions_loss: 0.2035 112/1246 [=>............................] - ETA: 10:40 - loss: 219.6977 - logits_profile_predictions_loss: 217.9473 - logcount_predictions_loss: 0.2035 113/1246 [=>............................] - ETA: 10:39 - loss: 219.6953 - logits_profile_predictions_loss: 217.9447 - logcount_predictions_loss: 0.2036 114/1246 [=>............................] - ETA: 10:39 - loss: 219.6930 - logits_profile_predictions_loss: 217.9423 - logcount_predictions_loss: 0.2036 115/1246 [=>............................] - ETA: 10:38 - loss: 219.6919 - logits_profile_predictions_loss: 217.9410 - logcount_predictions_loss: 0.2036 116/1246 [=>............................] - ETA: 10:38 - loss: 219.6889 - logits_profile_predictions_loss: 217.9378 - logcount_predictions_loss: 0.2036 117/1246 [=>............................] - ETA: 10:37 - loss: 219.6862 - logits_profile_predictions_loss: 217.9349 - logcount_predictions_loss: 0.2036 118/1246 [=>............................] - ETA: 10:36 - loss: 219.6849 - logits_profile_predictions_loss: 217.9334 - logcount_predictions_loss: 0.2037 119/1246 [=>............................] - ETA: 10:36 - loss: 219.6840 - logits_profile_predictions_loss: 217.9322 - logcount_predictions_loss: 0.2037 120/1246 [=>............................] - ETA: 10:35 - loss: 219.6828 - logits_profile_predictions_loss: 217.9309 - logcount_predictions_loss: 0.2037 121/1246 [=>............................] - ETA: 10:35 - loss: 219.6803 - logits_profile_predictions_loss: 217.9282 - logcount_predictions_loss: 0.2037 122/1246 [=>............................] - ETA: 10:34 - loss: 219.6781 - logits_profile_predictions_loss: 217.9259 - logcount_predictions_loss: 0.2037 123/1246 [=>............................] - ETA: 10:34 - loss: 219.6777 - logits_profile_predictions_loss: 217.9253 - logcount_predictions_loss: 0.2038 124/1246 [=>............................] - ETA: 10:33 - loss: 219.6762 - logits_profile_predictions_loss: 217.9237 - logcount_predictions_loss: 0.2038 125/1246 [==>...........................] - ETA: 10:33 - loss: 219.6748 - logits_profile_predictions_loss: 217.9221 - logcount_predictions_loss: 0.2038 126/1246 [==>...........................] - ETA: 10:32 - loss: 219.6740 - logits_profile_predictions_loss: 217.9212 - logcount_predictions_loss: 0.2038 127/1246 [==>...........................] - ETA: 10:31 - loss: 219.6741 - logits_profile_predictions_loss: 217.9211 - logcount_predictions_loss: 0.2038 128/1246 [==>...........................] - ETA: 10:31 - loss: 219.6741 - logits_profile_predictions_loss: 217.9211 - logcount_predictions_loss: 0.2038 129/1246 [==>...........................] - ETA: 10:30 - loss: 219.6732 - logits_profile_predictions_loss: 217.9200 - logcount_predictions_loss: 0.2039 130/1246 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val_logits_profile_predictions_loss: 244.0585 - val_logcount_predictions_loss: 0.2645 + +Epoch 00012: val_loss did not improve from 243.99802 +Epoch 13/50 + 1/1246 [..............................] - ETA: 12:11 - loss: 217.2817 - logits_profile_predictions_loss: 215.6941 - logcount_predictions_loss: 0.1846 2/1246 [..............................] - ETA: 11:41 - loss: 218.4688 - logits_profile_predictions_loss: 216.7894 - logcount_predictions_loss: 0.1953 3/1246 [..............................] - ETA: 11:41 - loss: 219.1066 - logits_profile_predictions_loss: 217.4409 - logcount_predictions_loss: 0.1937 4/1246 [..............................] - ETA: 11:40 - loss: 219.7758 - logits_profile_predictions_loss: 218.1000 - logcount_predictions_loss: 0.1949 5/1246 [..............................] - ETA: 11:40 - loss: 219.2585 - logits_profile_predictions_loss: 217.5819 - logcount_predictions_loss: 0.1950 6/1246 [..............................] - ETA: 11:39 - loss: 218.8330 - logits_profile_predictions_loss: 217.1651 - logcount_predictions_loss: 0.1939 7/1246 [..............................] - ETA: 11:39 - loss: 218.4423 - logits_profile_predictions_loss: 216.7578 - logcount_predictions_loss: 0.1959 8/1246 [..............................] - ETA: 11:38 - loss: 218.3629 - logits_profile_predictions_loss: 216.6660 - logcount_predictions_loss: 0.1973 9/1246 [..............................] - ETA: 11:38 - loss: 218.8832 - logits_profile_predictions_loss: 217.1770 - logcount_predictions_loss: 0.1984 10/1246 [..............................] - ETA: 11:37 - loss: 219.2416 - logits_profile_predictions_loss: 217.5289 - logcount_predictions_loss: 0.1991 11/1246 [..............................] - ETA: 11:37 - loss: 219.7167 - logits_profile_predictions_loss: 218.0023 - logcount_predictions_loss: 0.1994 12/1246 [..............................] - ETA: 11:36 - loss: 219.9596 - logits_profile_predictions_loss: 218.2438 - logcount_predictions_loss: 0.1995 13/1246 [..............................] - ETA: 11:36 - loss: 220.2732 - logits_profile_predictions_loss: 218.5565 - logcount_predictions_loss: 0.1996 14/1246 [..............................] - ETA: 11:35 - loss: 220.4657 - logits_profile_predictions_loss: 218.7518 - logcount_predictions_loss: 0.1993 15/1246 [..............................] - ETA: 11:35 - loss: 220.5464 - logits_profile_predictions_loss: 218.8355 - logcount_predictions_loss: 0.1989 16/1246 [..............................] - ETA: 11:34 - loss: 220.5710 - logits_profile_predictions_loss: 218.8638 - logcount_predictions_loss: 0.1985 17/1246 [..............................] - ETA: 11:33 - loss: 220.6282 - logits_profile_predictions_loss: 218.9251 - logcount_predictions_loss: 0.1980 18/1246 [..............................] - ETA: 11:33 - loss: 220.6544 - logits_profile_predictions_loss: 218.9555 - logcount_predictions_loss: 0.1975 19/1246 [..............................] - ETA: 11:32 - loss: 220.6799 - logits_profile_predictions_loss: 218.9843 - logcount_predictions_loss: 0.1972 20/1246 [..............................] - ETA: 11:32 - loss: 220.7428 - logits_profile_predictions_loss: 219.0508 - logcount_predictions_loss: 0.1968 21/1246 [..............................] - ETA: 11:31 - loss: 220.7614 - logits_profile_predictions_loss: 219.0719 - logcount_predictions_loss: 0.1964 22/1246 [..............................] - ETA: 11:31 - loss: 220.7303 - logits_profile_predictions_loss: 219.0444 - logcount_predictions_loss: 0.1960 23/1246 [..............................] - ETA: 11:30 - loss: 220.6990 - logits_profile_predictions_loss: 219.0161 - logcount_predictions_loss: 0.1957 24/1246 [..............................] - ETA: 11:29 - loss: 220.6438 - logits_profile_predictions_loss: 218.9638 - logcount_predictions_loss: 0.1954 25/1246 [..............................] - ETA: 11:29 - loss: 220.5830 - logits_profile_predictions_loss: 218.9054 - logcount_predictions_loss: 0.1951 26/1246 [..............................] - ETA: 11:28 - loss: 220.4971 - logits_profile_predictions_loss: 218.8223 - logcount_predictions_loss: 0.1947 27/1246 [..............................] - ETA: 11:28 - loss: 220.4298 - logits_profile_predictions_loss: 218.7574 - logcount_predictions_loss: 0.1945 28/1246 [..............................] - ETA: 11:28 - loss: 220.3596 - logits_profile_predictions_loss: 218.6894 - logcount_predictions_loss: 0.1942 29/1246 [..............................] - ETA: 11:27 - loss: 220.3144 - logits_profile_predictions_loss: 218.6456 - logcount_predictions_loss: 0.1941 30/1246 [..............................] - ETA: 11:27 - loss: 220.2561 - logits_profile_predictions_loss: 218.5882 - logcount_predictions_loss: 0.1939 31/1246 [..............................] - ETA: 11:26 - loss: 220.1960 - logits_profile_predictions_loss: 218.5285 - logcount_predictions_loss: 0.1939 32/1246 [..............................] - ETA: 11:25 - loss: 220.1318 - logits_profile_predictions_loss: 218.4647 - logcount_predictions_loss: 0.1939 33/1246 [..............................] - ETA: 11:25 - loss: 220.0633 - logits_profile_predictions_loss: 218.3964 - logcount_predictions_loss: 0.1938 34/1246 [..............................] - ETA: 11:24 - loss: 220.0092 - logits_profile_predictions_loss: 218.3427 - logcount_predictions_loss: 0.1938 35/1246 [..............................] - ETA: 11:24 - loss: 219.9365 - logits_profile_predictions_loss: 218.2710 - logcount_predictions_loss: 0.1937 36/1246 [..............................] - ETA: 11:23 - loss: 219.8595 - logits_profile_predictions_loss: 218.1952 - logcount_predictions_loss: 0.1935 37/1246 [..............................] - ETA: 11:23 - loss: 219.7970 - logits_profile_predictions_loss: 218.1338 - logcount_predictions_loss: 0.1934 38/1246 [..............................] - ETA: 11:22 - loss: 219.7429 - logits_profile_predictions_loss: 218.0814 - logcount_predictions_loss: 0.1932 39/1246 [..............................] - ETA: 11:21 - loss: 219.6946 - logits_profile_predictions_loss: 218.0346 - logcount_predictions_loss: 0.1930 40/1246 [..............................] - ETA: 11:21 - loss: 219.6501 - logits_profile_predictions_loss: 217.9918 - logcount_predictions_loss: 0.1928 41/1246 [..............................] - ETA: 11:20 - loss: 219.6066 - logits_profile_predictions_loss: 217.9499 - logcount_predictions_loss: 0.1926 42/1246 [>.............................] - ETA: 11:20 - loss: 219.5610 - logits_profile_predictions_loss: 217.9060 - logcount_predictions_loss: 0.1924 43/1246 [>.............................] - ETA: 11:19 - loss: 219.5150 - logits_profile_predictions_loss: 217.8617 - logcount_predictions_loss: 0.1923 44/1246 [>.............................] - ETA: 11:19 - loss: 219.4683 - logits_profile_predictions_loss: 217.8168 - logcount_predictions_loss: 0.1920 45/1246 [>.............................] - ETA: 11:18 - loss: 219.4236 - logits_profile_predictions_loss: 217.7737 - logcount_predictions_loss: 0.1919 46/1246 [>.............................] - ETA: 11:17 - loss: 219.3828 - logits_profile_predictions_loss: 217.7340 - logcount_predictions_loss: 0.1917 47/1246 [>.............................] - ETA: 11:17 - loss: 219.3570 - logits_profile_predictions_loss: 217.7093 - logcount_predictions_loss: 0.1916 48/1246 [>.............................] - ETA: 11:16 - loss: 219.3253 - logits_profile_predictions_loss: 217.6786 - logcount_predictions_loss: 0.1915 49/1246 [>.............................] - ETA: 11:16 - loss: 219.2927 - logits_profile_predictions_loss: 217.6470 - logcount_predictions_loss: 0.1914 50/1246 [>.............................] - ETA: 11:15 - loss: 219.2550 - logits_profile_predictions_loss: 217.6103 - logcount_predictions_loss: 0.1913 51/1246 [>.............................] - ETA: 11:15 - loss: 219.2209 - logits_profile_predictions_loss: 217.5768 - logcount_predictions_loss: 0.1912 52/1246 [>.............................] - ETA: 11:14 - loss: 219.1797 - logits_profile_predictions_loss: 217.5359 - logcount_predictions_loss: 0.1911 53/1246 [>.............................] - ETA: 11:13 - loss: 219.1405 - logits_profile_predictions_loss: 217.4972 - logcount_predictions_loss: 0.1911 54/1246 [>.............................] - ETA: 11:13 - loss: 219.0979 - logits_profile_predictions_loss: 217.4550 - logcount_predictions_loss: 0.1910 55/1246 [>.............................] - ETA: 11:12 - loss: 219.0558 - logits_profile_predictions_loss: 217.4133 - logcount_predictions_loss: 0.1910 56/1246 [>.............................] - ETA: 11:12 - loss: 219.0137 - logits_profile_predictions_loss: 217.3717 - logcount_predictions_loss: 0.1909 57/1246 [>.............................] - ETA: 11:11 - loss: 218.9763 - logits_profile_predictions_loss: 217.3348 - logcount_predictions_loss: 0.1909 58/1246 [>.............................] - ETA: 11:11 - loss: 218.9452 - logits_profile_predictions_loss: 217.3042 - logcount_predictions_loss: 0.1908 59/1246 [>.............................] - ETA: 11:10 - loss: 218.9168 - logits_profile_predictions_loss: 217.2763 - logcount_predictions_loss: 0.1908 60/1246 [>.............................] - ETA: 11:09 - loss: 218.8891 - logits_profile_predictions_loss: 217.2492 - logcount_predictions_loss: 0.1907 61/1246 [>.............................] - ETA: 11:09 - loss: 218.8606 - logits_profile_predictions_loss: 217.2211 - logcount_predictions_loss: 0.1906 62/1246 [>.............................] - ETA: 11:08 - loss: 218.8289 - logits_profile_predictions_loss: 217.1898 - logcount_predictions_loss: 0.1906 63/1246 [>.............................] - ETA: 11:08 - loss: 218.7979 - logits_profile_predictions_loss: 217.1594 - logcount_predictions_loss: 0.1905 64/1246 [>.............................] - ETA: 11:07 - loss: 218.7681 - logits_profile_predictions_loss: 217.1300 - logcount_predictions_loss: 0.1905 65/1246 [>.............................] - ETA: 11:07 - loss: 218.7359 - logits_profile_predictions_loss: 217.0984 - logcount_predictions_loss: 0.1904 66/1246 [>.............................] - ETA: 11:06 - loss: 218.7037 - logits_profile_predictions_loss: 217.0668 - logcount_predictions_loss: 0.1903 67/1246 [>.............................] - ETA: 11:05 - loss: 218.6663 - logits_profile_predictions_loss: 217.0299 - logcount_predictions_loss: 0.1903 68/1246 [>.............................] - ETA: 11:05 - loss: 218.6317 - logits_profile_predictions_loss: 216.9957 - logcount_predictions_loss: 0.1902 69/1246 [>.............................] - ETA: 11:04 - loss: 218.5950 - logits_profile_predictions_loss: 216.9592 - logcount_predictions_loss: 0.1902 70/1246 [>.............................] - ETA: 11:04 - loss: 218.5602 - logits_profile_predictions_loss: 216.9246 - logcount_predictions_loss: 0.1902 71/1246 [>.............................] - ETA: 11:03 - loss: 218.5269 - logits_profile_predictions_loss: 216.8913 - logcount_predictions_loss: 0.1902 72/1246 [>.............................] - ETA: 11:03 - loss: 218.4944 - logits_profile_predictions_loss: 216.8590 - logcount_predictions_loss: 0.1902 73/1246 [>.............................] - ETA: 11:02 - loss: 218.4606 - logits_profile_predictions_loss: 216.8253 - logcount_predictions_loss: 0.1902 74/1246 [>.............................] - ETA: 11:02 - loss: 218.4259 - logits_profile_predictions_loss: 216.7906 - logcount_predictions_loss: 0.1902 75/1246 [>.............................] - ETA: 11:01 - loss: 218.3908 - logits_profile_predictions_loss: 216.7555 - logcount_predictions_loss: 0.1902 76/1246 [>.............................] - ETA: 11:00 - loss: 218.3586 - logits_profile_predictions_loss: 216.7233 - logcount_predictions_loss: 0.1902 77/1246 [>.............................] - ETA: 11:00 - loss: 218.3261 - logits_profile_predictions_loss: 216.6908 - logcount_predictions_loss: 0.1902 78/1246 [>.............................] - ETA: 10:59 - loss: 218.2915 - logits_profile_predictions_loss: 216.6562 - logcount_predictions_loss: 0.1902 79/1246 [>.............................] - ETA: 10:59 - loss: 218.2607 - logits_profile_predictions_loss: 216.6253 - logcount_predictions_loss: 0.1902 80/1246 [>.............................] - ETA: 10:58 - loss: 218.2330 - logits_profile_predictions_loss: 216.5976 - logcount_predictions_loss: 0.1902 81/1246 [>.............................] - ETA: 10:58 - loss: 218.2052 - logits_profile_predictions_loss: 216.5699 - logcount_predictions_loss: 0.1902 82/1246 [>.............................] - ETA: 10:57 - loss: 218.1763 - logits_profile_predictions_loss: 216.5411 - logcount_predictions_loss: 0.1901 83/1246 [>.............................] - ETA: 10:57 - loss: 218.1474 - logits_profile_predictions_loss: 216.5124 - logcount_predictions_loss: 0.1901 84/1246 [=>............................] - ETA: 10:56 - loss: 218.1215 - logits_profile_predictions_loss: 216.4865 - logcount_predictions_loss: 0.1901 85/1246 [=>............................] - ETA: 10:56 - loss: 218.0949 - logits_profile_predictions_loss: 216.4601 - logcount_predictions_loss: 0.1901 86/1246 [=>............................] - ETA: 10:55 - loss: 218.0675 - logits_profile_predictions_loss: 216.4328 - logcount_predictions_loss: 0.1901 87/1246 [=>............................] - ETA: 10:54 - loss: 218.0419 - logits_profile_predictions_loss: 216.4072 - logcount_predictions_loss: 0.1901 88/1246 [=>............................] - ETA: 10:54 - loss: 218.0185 - logits_profile_predictions_loss: 216.3838 - logcount_predictions_loss: 0.1901 89/1246 [=>............................] - ETA: 10:53 - loss: 217.9999 - logits_profile_predictions_loss: 216.3652 - logcount_predictions_loss: 0.1901 90/1246 [=>............................] - ETA: 10:53 - loss: 217.9794 - logits_profile_predictions_loss: 216.3449 - logcount_predictions_loss: 0.1901 91/1246 [=>............................] - ETA: 10:52 - loss: 217.9588 - logits_profile_predictions_loss: 216.3243 - logcount_predictions_loss: 0.1901 92/1246 [=>............................] - ETA: 10:52 - loss: 217.9426 - logits_profile_predictions_loss: 216.3082 - logcount_predictions_loss: 0.1900 93/1246 [=>............................] - ETA: 10:51 - loss: 217.9286 - logits_profile_predictions_loss: 216.2944 - logcount_predictions_loss: 0.1900 94/1246 [=>............................] - ETA: 10:50 - loss: 217.9176 - logits_profile_predictions_loss: 216.2834 - logcount_predictions_loss: 0.1900 95/1246 [=>............................] - ETA: 10:50 - loss: 217.9060 - logits_profile_predictions_loss: 216.2718 - logcount_predictions_loss: 0.1900 96/1246 [=>............................] - ETA: 10:49 - loss: 217.8960 - logits_profile_predictions_loss: 216.2618 - logcount_predictions_loss: 0.1900 97/1246 [=>............................] - ETA: 10:49 - loss: 217.8861 - logits_profile_predictions_loss: 216.2519 - logcount_predictions_loss: 0.1900 98/1246 [=>............................] - ETA: 10:48 - loss: 217.8778 - logits_profile_predictions_loss: 216.2435 - logcount_predictions_loss: 0.1900 99/1246 [=>............................] - ETA: 10:48 - loss: 217.8692 - logits_profile_predictions_loss: 216.2349 - logcount_predictions_loss: 0.1900 100/1246 [=>............................] - ETA: 10:47 - loss: 217.8603 - logits_profile_predictions_loss: 216.2258 - logcount_predictions_loss: 0.1901 101/1246 [=>............................] - ETA: 10:46 - loss: 217.8513 - logits_profile_predictions_loss: 216.2167 - logcount_predictions_loss: 0.1901 102/1246 [=>............................] - ETA: 10:46 - loss: 217.8409 - logits_profile_predictions_loss: 216.2062 - logcount_predictions_loss: 0.1901 103/1246 [=>............................] - ETA: 10:45 - loss: 217.8313 - logits_profile_predictions_loss: 216.1965 - logcount_predictions_loss: 0.1901 104/1246 [=>............................] - ETA: 10:45 - loss: 217.8241 - logits_profile_predictions_loss: 216.1892 - logcount_predictions_loss: 0.1901 105/1246 [=>............................] - ETA: 10:44 - loss: 217.8156 - logits_profile_predictions_loss: 216.1805 - logcount_predictions_loss: 0.1901 106/1246 [=>............................] - ETA: 10:44 - loss: 217.8070 - logits_profile_predictions_loss: 216.1717 - logcount_predictions_loss: 0.1901 107/1246 [=>............................] - ETA: 10:43 - loss: 217.7989 - logits_profile_predictions_loss: 216.1636 - logcount_predictions_loss: 0.1901 108/1246 [=>............................] - ETA: 10:42 - loss: 217.7907 - logits_profile_predictions_loss: 216.1552 - logcount_predictions_loss: 0.1902 109/1246 [=>............................] - ETA: 10:42 - loss: 217.7816 - logits_profile_predictions_loss: 216.1461 - logcount_predictions_loss: 0.1902 110/1246 [=>............................] - ETA: 10:41 - loss: 217.7735 - logits_profile_predictions_loss: 216.1377 - logcount_predictions_loss: 0.1902 111/1246 [=>............................] - ETA: 10:41 - loss: 217.7659 - logits_profile_predictions_loss: 216.1300 - logcount_predictions_loss: 0.1902 112/1246 [=>............................] - ETA: 10:40 - loss: 217.7591 - logits_profile_predictions_loss: 216.1231 - logcount_predictions_loss: 0.1902 113/1246 [=>............................] - ETA: 10:40 - loss: 217.7543 - logits_profile_predictions_loss: 216.1181 - logcount_predictions_loss: 0.1902 114/1246 [=>............................] - ETA: 10:39 - loss: 217.7499 - logits_profile_predictions_loss: 216.1136 - logcount_predictions_loss: 0.1903 115/1246 [=>............................] - ETA: 10:38 - loss: 217.7443 - logits_profile_predictions_loss: 216.1080 - logcount_predictions_loss: 0.1903 116/1246 [=>............................] - ETA: 10:38 - loss: 217.7389 - logits_profile_predictions_loss: 216.1024 - logcount_predictions_loss: 0.1903 117/1246 [=>............................] - ETA: 10:37 - loss: 217.7322 - logits_profile_predictions_loss: 216.0957 - logcount_predictions_loss: 0.1903 118/1246 [=>............................] - ETA: 10:37 - loss: 217.7255 - logits_profile_predictions_loss: 216.0889 - logcount_predictions_loss: 0.1903 119/1246 [=>............................] - ETA: 10:36 - loss: 217.7185 - logits_profile_predictions_loss: 216.0818 - logcount_predictions_loss: 0.1903 120/1246 [=>............................] - ETA: 10:36 - loss: 217.7128 - logits_profile_predictions_loss: 216.0760 - logcount_predictions_loss: 0.1903 121/1246 [=>............................] - ETA: 10:35 - loss: 217.7071 - logits_profile_predictions_loss: 216.0701 - logcount_predictions_loss: 0.1903 122/1246 [=>............................] - ETA: 10:35 - loss: 217.7029 - logits_profile_predictions_loss: 216.0658 - logcount_predictions_loss: 0.1904 123/1246 [=>............................] - ETA: 10:34 - loss: 217.7003 - logits_profile_predictions_loss: 216.0632 - logcount_predictions_loss: 0.1904 124/1246 [=>............................] - ETA: 10:33 - loss: 217.6975 - logits_profile_predictions_loss: 216.0602 - logcount_predictions_loss: 0.1904 125/1246 [==>...........................] - ETA: 10:33 - loss: 217.6940 - logits_profile_predictions_loss: 216.0566 - logcount_predictions_loss: 0.1904 126/1246 [==>...........................] - ETA: 10:32 - loss: 217.6897 - logits_profile_predictions_loss: 216.0523 - logcount_predictions_loss: 0.1904 127/1246 [==>...........................] - ETA: 10:32 - loss: 217.6863 - logits_profile_predictions_loss: 216.0487 - logcount_predictions_loss: 0.1904 128/1246 [==>...........................] - ETA: 10:31 - loss: 217.6808 - logits_profile_predictions_loss: 216.0432 - logcount_predictions_loss: 0.1904 129/1246 [==>...........................] - ETA: 10:31 - loss: 217.6743 - logits_profile_predictions_loss: 216.0366 - logcount_predictions_loss: 0.1904 130/1246 [==>...........................] - ETA: 10:30 - loss: 217.6678 - logits_profile_predictions_loss: 216.0300 - logcount_predictions_loss: 0.1904 131/1246 [==>...........................] - ETA: 10:29 - loss: 217.6612 - logits_profile_predictions_loss: 216.0234 - logcount_predictions_loss: 0.1904 132/1246 [==>...........................] - ETA: 10:29 - loss: 217.6548 - logits_profile_predictions_loss: 216.0169 - logcount_predictions_loss: 0.1905 133/1246 [==>...........................] - ETA: 10:28 - loss: 217.6492 - logits_profile_predictions_loss: 216.0112 - logcount_predictions_loss: 0.1905 134/1246 [==>...........................] - ETA: 10:28 - loss: 217.6432 - logits_profile_predictions_loss: 216.0051 - logcount_predictions_loss: 0.1905 135/1246 [==>...........................] - ETA: 10:27 - loss: 217.6376 - logits_profile_predictions_loss: 215.9994 - logcount_predictions_loss: 0.1905 136/1246 [==>...........................] - ETA: 10:27 - loss: 217.6310 - logits_profile_predictions_loss: 215.9927 - logcount_predictions_loss: 0.1905 137/1246 [==>...........................] - ETA: 10:26 - loss: 217.6242 - logits_profile_predictions_loss: 215.9858 - logcount_predictions_loss: 0.1905 138/1246 [==>...........................] - ETA: 10:25 - loss: 217.6178 - logits_profile_predictions_loss: 215.9792 - logcount_predictions_loss: 0.1905 139/1246 [==>...........................] - ETA: 10:25 - loss: 217.6110 - logits_profile_predictions_loss: 215.9724 - logcount_predictions_loss: 0.1905 140/1246 [==>...........................] - ETA: 10:24 - loss: 217.6031 - logits_profile_predictions_loss: 215.9644 - logcount_predictions_loss: 0.1905 141/1246 [==>...........................] - ETA: 10:24 - loss: 217.5961 - logits_profile_predictions_loss: 215.9573 - logcount_predictions_loss: 0.1906 142/1246 [==>...........................] - ETA: 10:23 - loss: 217.5887 - logits_profile_predictions_loss: 215.9498 - logcount_predictions_loss: 0.1906 143/1246 [==>...........................] - ETA: 10:23 - loss: 217.5818 - logits_profile_predictions_loss: 215.9428 - logcount_predictions_loss: 0.1906 144/1246 [==>...........................] - ETA: 10:22 - loss: 217.5749 - logits_profile_predictions_loss: 215.9358 - logcount_predictions_loss: 0.1906 145/1246 [==>...........................] - ETA: 10:22 - loss: 217.5668 - logits_profile_predictions_loss: 215.9276 - logcount_predictions_loss: 0.1906 146/1246 [==>...........................] - ETA: 10:21 - loss: 217.5592 - logits_profile_predictions_loss: 215.9200 - logcount_predictions_loss: 0.1906 147/1246 [==>...........................] - ETA: 10:20 - loss: 217.5527 - logits_profile_predictions_loss: 215.9133 - logcount_predictions_loss: 0.1906 148/1246 [==>...........................] - ETA: 10:20 - loss: 217.5464 - logits_profile_predictions_loss: 215.9069 - logcount_predictions_loss: 0.1906 149/1246 [==>...........................] - ETA: 10:19 - loss: 217.5399 - 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[====>.........................] - ETA: 9:24 - loss: 217.1064 - logits_profile_predictions_loss: 215.4539 - logcount_predictions_loss: 0.1922 248/1246 [====>.........................] - ETA: 9:23 - loss: 217.1015 - logits_profile_predictions_loss: 215.4488 - logcount_predictions_loss: 0.1922 249/1246 [====>.........................] - ETA: 9:23 - loss: 217.0967 - logits_profile_predictions_loss: 215.4439 - logcount_predictions_loss: 0.1922 250/1246 [=====>........................] - ETA: 9:22 - loss: 217.0917 - logits_profile_predictions_loss: 215.4388 - logcount_predictions_loss: 0.1922 251/1246 [=====>........................] - ETA: 9:22 - loss: 217.0868 - logits_profile_predictions_loss: 215.4338 - logcount_predictions_loss: 0.1922 252/1246 [=====>........................] - ETA: 9:21 - loss: 217.0822 - logits_profile_predictions_loss: 215.4289 - logcount_predictions_loss: 0.1922 253/1246 [=====>........................] - ETA: 9:20 - loss: 217.0775 - 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[=====>........................] - ETA: 9:17 - loss: 217.0471 - logits_profile_predictions_loss: 215.3927 - logcount_predictions_loss: 0.1924 261/1246 [=====>........................] - ETA: 9:16 - loss: 217.0433 - logits_profile_predictions_loss: 215.3887 - logcount_predictions_loss: 0.1924 262/1246 [=====>........................] - ETA: 9:15 - loss: 217.0394 - logits_profile_predictions_loss: 215.3847 - logcount_predictions_loss: 0.1924 263/1246 [=====>........................] - ETA: 9:15 - loss: 217.0358 - logits_profile_predictions_loss: 215.3810 - logcount_predictions_loss: 0.1924 264/1246 [=====>........................] - ETA: 9:14 - loss: 217.0322 - logits_profile_predictions_loss: 215.3772 - logcount_predictions_loss: 0.1924 265/1246 [=====>........................] - ETA: 9:14 - loss: 217.0284 - logits_profile_predictions_loss: 215.3733 - logcount_predictions_loss: 0.1924 266/1246 [=====>........................] - ETA: 9:13 - loss: 217.0242 - 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val_logits_profile_predictions_loss: 244.8938 - val_logcount_predictions_loss: 0.2600 + +Epoch 00013: val_loss did not improve from 243.99802 +Epoch 14/50 + 1/1246 [..............................] - ETA: 12:13 - loss: 201.4043 - logits_profile_predictions_loss: 199.7808 - logcount_predictions_loss: 0.1888 2/1246 [..............................] - ETA: 11:44 - loss: 205.1875 - logits_profile_predictions_loss: 203.6316 - logcount_predictions_loss: 0.1809 3/1246 [..............................] - ETA: 11:43 - loss: 205.0976 - logits_profile_predictions_loss: 203.5120 - logcount_predictions_loss: 0.1844 4/1246 [..............................] - ETA: 11:42 - loss: 206.4376 - logits_profile_predictions_loss: 204.8735 - logcount_predictions_loss: 0.1819 5/1246 [..............................] - ETA: 11:41 - loss: 207.9131 - logits_profile_predictions_loss: 206.3664 - logcount_predictions_loss: 0.1798 6/1246 [..............................] - ETA: 11:41 - loss: 208.9797 - 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[..............................] - ETA: 11:37 - loss: 210.8506 - logits_profile_predictions_loss: 209.3314 - logcount_predictions_loss: 0.1767 14/1246 [..............................] - ETA: 11:36 - loss: 211.0393 - logits_profile_predictions_loss: 209.5228 - logcount_predictions_loss: 0.1763 15/1246 [..............................] - ETA: 11:36 - loss: 211.3572 - logits_profile_predictions_loss: 209.8424 - logcount_predictions_loss: 0.1761 16/1246 [..............................] - ETA: 11:35 - loss: 211.6056 - logits_profile_predictions_loss: 210.0910 - logcount_predictions_loss: 0.1761 17/1246 [..............................] - ETA: 11:35 - loss: 211.8329 - logits_profile_predictions_loss: 210.3174 - logcount_predictions_loss: 0.1762 18/1246 [..............................] - ETA: 11:34 - loss: 212.0125 - logits_profile_predictions_loss: 210.4965 - logcount_predictions_loss: 0.1763 19/1246 [..............................] - ETA: 11:33 - loss: 212.1214 - logits_profile_predictions_loss: 210.6056 - logcount_predictions_loss: 0.1763 20/1246 [..............................] - ETA: 11:33 - loss: 212.1860 - logits_profile_predictions_loss: 210.6707 - logcount_predictions_loss: 0.1762 21/1246 [..............................] - ETA: 11:32 - loss: 212.2459 - logits_profile_predictions_loss: 210.7307 - logcount_predictions_loss: 0.1762 22/1246 [..............................] - ETA: 11:32 - loss: 212.2985 - logits_profile_predictions_loss: 210.7817 - logcount_predictions_loss: 0.1764 23/1246 [..............................] - ETA: 11:31 - loss: 212.3467 - logits_profile_predictions_loss: 210.8280 - logcount_predictions_loss: 0.1766 24/1246 [..............................] - ETA: 11:31 - loss: 212.3757 - logits_profile_predictions_loss: 210.8553 - logcount_predictions_loss: 0.1768 25/1246 [..............................] - ETA: 11:30 - loss: 212.3971 - logits_profile_predictions_loss: 210.8747 - logcount_predictions_loss: 0.1770 26/1246 [..............................] - ETA: 11:29 - loss: 212.3959 - logits_profile_predictions_loss: 210.8714 - logcount_predictions_loss: 0.1773 27/1246 [..............................] - ETA: 11:29 - loss: 212.4060 - logits_profile_predictions_loss: 210.8794 - logcount_predictions_loss: 0.1775 28/1246 [..............................] - ETA: 11:28 - loss: 212.4557 - logits_profile_predictions_loss: 210.9274 - logcount_predictions_loss: 0.1777 29/1246 [..............................] - ETA: 11:28 - loss: 212.4982 - logits_profile_predictions_loss: 210.9675 - logcount_predictions_loss: 0.1780 30/1246 [..............................] - ETA: 11:27 - loss: 212.5471 - logits_profile_predictions_loss: 211.0143 - logcount_predictions_loss: 0.1782 31/1246 [..............................] - ETA: 11:27 - loss: 212.6204 - logits_profile_predictions_loss: 211.0850 - logcount_predictions_loss: 0.1785 32/1246 [..............................] - ETA: 11:26 - loss: 212.6874 - logits_profile_predictions_loss: 211.1494 - logcount_predictions_loss: 0.1788 33/1246 [..............................] - ETA: 11:26 - loss: 212.7511 - logits_profile_predictions_loss: 211.2104 - logcount_predictions_loss: 0.1792 34/1246 [..............................] - ETA: 11:25 - loss: 212.8005 - logits_profile_predictions_loss: 211.2572 - logcount_predictions_loss: 0.1794 35/1246 [..............................] - ETA: 11:24 - loss: 212.8605 - logits_profile_predictions_loss: 211.3153 - logcount_predictions_loss: 0.1797 36/1246 [..............................] - ETA: 11:24 - loss: 212.9107 - logits_profile_predictions_loss: 211.3634 - logcount_predictions_loss: 0.1799 37/1246 [..............................] - ETA: 11:23 - loss: 212.9615 - logits_profile_predictions_loss: 211.4125 - logcount_predictions_loss: 0.1801 38/1246 [..............................] - ETA: 11:23 - loss: 213.0207 - logits_profile_predictions_loss: 211.4697 - logcount_predictions_loss: 0.1804 39/1246 [..............................] - ETA: 11:22 - loss: 213.0743 - logits_profile_predictions_loss: 211.5213 - logcount_predictions_loss: 0.1806 40/1246 [..............................] - ETA: 11:22 - loss: 213.1352 - logits_profile_predictions_loss: 211.5805 - logcount_predictions_loss: 0.1808 41/1246 [..............................] - ETA: 11:21 - loss: 213.1894 - logits_profile_predictions_loss: 211.6331 - logcount_predictions_loss: 0.1810 42/1246 [>.............................] - ETA: 11:20 - loss: 213.2349 - logits_profile_predictions_loss: 211.6768 - logcount_predictions_loss: 0.1812 43/1246 [>.............................] - ETA: 11:20 - loss: 213.2787 - logits_profile_predictions_loss: 211.7187 - logcount_predictions_loss: 0.1814 44/1246 [>.............................] - ETA: 11:19 - loss: 213.3203 - logits_profile_predictions_loss: 211.7582 - logcount_predictions_loss: 0.1816 45/1246 [>.............................] - ETA: 11:19 - loss: 213.3511 - 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[====>.........................] - ETA: 9:25 - loss: 213.4446 - logits_profile_predictions_loss: 211.8638 - logcount_predictions_loss: 0.1838 248/1246 [====>.........................] - ETA: 9:24 - loss: 213.4426 - logits_profile_predictions_loss: 211.8618 - logcount_predictions_loss: 0.1838 249/1246 [====>.........................] - ETA: 9:24 - loss: 213.4406 - logits_profile_predictions_loss: 211.8598 - logcount_predictions_loss: 0.1838 250/1246 [=====>........................] - ETA: 9:23 - loss: 213.4389 - logits_profile_predictions_loss: 211.8580 - logcount_predictions_loss: 0.1838 251/1246 [=====>........................] - ETA: 9:22 - loss: 213.4374 - logits_profile_predictions_loss: 211.8565 - logcount_predictions_loss: 0.1838 252/1246 [=====>........................] - ETA: 9:22 - loss: 213.4359 - logits_profile_predictions_loss: 211.8550 - logcount_predictions_loss: 0.1838 253/1246 [=====>........................] - ETA: 9:21 - loss: 213.4345 - 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[=====>........................] - ETA: 9:17 - loss: 213.4255 - logits_profile_predictions_loss: 211.8445 - logcount_predictions_loss: 0.1838 261/1246 [=====>........................] - ETA: 9:17 - loss: 213.4243 - logits_profile_predictions_loss: 211.8433 - logcount_predictions_loss: 0.1838 262/1246 [=====>........................] - ETA: 9:16 - loss: 213.4230 - logits_profile_predictions_loss: 211.8420 - logcount_predictions_loss: 0.1838 263/1246 [=====>........................] - ETA: 9:16 - loss: 213.4218 - logits_profile_predictions_loss: 211.8407 - logcount_predictions_loss: 0.1838 264/1246 [=====>........................] - ETA: 9:15 - loss: 213.4207 - logits_profile_predictions_loss: 211.8396 - logcount_predictions_loss: 0.1838 265/1246 [=====>........................] - ETA: 9:15 - loss: 213.4197 - logits_profile_predictions_loss: 211.8386 - logcount_predictions_loss: 0.1838 266/1246 [=====>........................] - ETA: 9:14 - loss: 213.4187 - 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[=====>........................] - ETA: 9:10 - loss: 213.4126 - logits_profile_predictions_loss: 211.8314 - logcount_predictions_loss: 0.1839 274/1246 [=====>........................] - ETA: 9:09 - loss: 213.4120 - logits_profile_predictions_loss: 211.8309 - logcount_predictions_loss: 0.1839 275/1246 [=====>........................] - ETA: 9:09 - loss: 213.4114 - logits_profile_predictions_loss: 211.8303 - logcount_predictions_loss: 0.1839 276/1246 [=====>........................] - ETA: 9:08 - loss: 213.4109 - logits_profile_predictions_loss: 211.8298 - logcount_predictions_loss: 0.1839 277/1246 [=====>........................] - ETA: 9:08 - loss: 213.4105 - logits_profile_predictions_loss: 211.8293 - logcount_predictions_loss: 0.1839 278/1246 [=====>........................] - ETA: 9:07 - loss: 213.4101 - logits_profile_predictions_loss: 211.8289 - logcount_predictions_loss: 0.1839 279/1246 [=====>........................] - ETA: 9:07 - loss: 213.4097 - 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[=====>........................] - ETA: 9:03 - loss: 213.4084 - logits_profile_predictions_loss: 211.8272 - logcount_predictions_loss: 0.1839 287/1246 [=====>........................] - ETA: 9:02 - loss: 213.4085 - logits_profile_predictions_loss: 211.8273 - logcount_predictions_loss: 0.1839 288/1246 [=====>........................] - ETA: 9:02 - loss: 213.4086 - logits_profile_predictions_loss: 211.8274 - logcount_predictions_loss: 0.1839 289/1246 [=====>........................] - ETA: 9:01 - loss: 213.4088 - logits_profile_predictions_loss: 211.8276 - logcount_predictions_loss: 0.1839 290/1246 [=====>........................] - ETA: 9:00 - loss: 213.4089 - logits_profile_predictions_loss: 211.8277 - logcount_predictions_loss: 0.1839 291/1246 [======>.......................] - ETA: 9:00 - loss: 213.4089 - logits_profile_predictions_loss: 211.8277 - logcount_predictions_loss: 0.1839 292/1246 [======>.......................] - ETA: 8:59 - loss: 213.4087 - 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[======>.......................] - ETA: 8:55 - loss: 213.4071 - logits_profile_predictions_loss: 211.8258 - logcount_predictions_loss: 0.1839 300/1246 [======>.......................] - ETA: 8:55 - loss: 213.4069 - logits_profile_predictions_loss: 211.8256 - logcount_predictions_loss: 0.1839 301/1246 [======>.......................] - ETA: 8:54 - loss: 213.4065 - logits_profile_predictions_loss: 211.8252 - logcount_predictions_loss: 0.1839 302/1246 [======>.......................] - ETA: 8:54 - loss: 213.4064 - logits_profile_predictions_loss: 211.8251 - logcount_predictions_loss: 0.1839 303/1246 [======>.......................] - ETA: 8:53 - loss: 213.4064 - logits_profile_predictions_loss: 211.8251 - logcount_predictions_loss: 0.1839 304/1246 [======>.......................] - ETA: 8:52 - loss: 213.4065 - logits_profile_predictions_loss: 211.8252 - logcount_predictions_loss: 0.1839 305/1246 [======>.......................] - ETA: 8:52 - loss: 213.4066 - 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[==========================>...] - ETA: 50s - loss: 213.8044 - logits_profile_predictions_loss: 212.1936 - logcount_predictions_loss: 0.1873 1158/1246 [==========================>...] - ETA: 49s - loss: 213.8049 - logits_profile_predictions_loss: 212.1941 - logcount_predictions_loss: 0.1873 1159/1246 [==========================>...] - ETA: 49s - loss: 213.8054 - logits_profile_predictions_loss: 212.1946 - logcount_predictions_loss: 0.1873 1160/1246 [==========================>...] - ETA: 48s - loss: 213.8060 - logits_profile_predictions_loss: 212.1951 - logcount_predictions_loss: 0.1873 1161/1246 [==========================>...] - ETA: 48s - loss: 213.8065 - logits_profile_predictions_loss: 212.1956 - logcount_predictions_loss: 0.1873 1162/1246 [==========================>...] - ETA: 47s - loss: 213.8070 - logits_profile_predictions_loss: 212.1961 - logcount_predictions_loss: 0.1873 1163/1246 [===========================>..] - ETA: 46s - loss: 213.8075 - logits_profile_predictions_loss: 212.1966 - logcount_predictions_loss: 0.1873 1164/1246 [===========================>..] - ETA: 46s - loss: 213.8080 - logits_profile_predictions_loss: 212.1971 - logcount_predictions_loss: 0.1873 1165/1246 [===========================>..] - ETA: 45s - loss: 213.8085 - logits_profile_predictions_loss: 212.1976 - logcount_predictions_loss: 0.1873 1166/1246 [===========================>..] - ETA: 45s - loss: 213.8091 - logits_profile_predictions_loss: 212.1981 - logcount_predictions_loss: 0.1873 1167/1246 [===========================>..] - ETA: 44s - loss: 213.8096 - logits_profile_predictions_loss: 212.1987 - logcount_predictions_loss: 0.1873 1168/1246 [===========================>..] - ETA: 44s - loss: 213.8101 - logits_profile_predictions_loss: 212.1992 - logcount_predictions_loss: 0.1873 1169/1246 [===========================>..] - ETA: 43s - loss: 213.8107 - logits_profile_predictions_loss: 212.1997 - logcount_predictions_loss: 0.1873 1170/1246 [===========================>..] - ETA: 42s - loss: 213.8112 - logits_profile_predictions_loss: 212.2002 - logcount_predictions_loss: 0.1873 1171/1246 [===========================>..] - ETA: 42s - loss: 213.8117 - logits_profile_predictions_loss: 212.2007 - logcount_predictions_loss: 0.1873 1172/1246 [===========================>..] - ETA: 41s - loss: 213.8122 - logits_profile_predictions_loss: 212.2012 - logcount_predictions_loss: 0.1873 1173/1246 [===========================>..] - ETA: 41s - loss: 213.8127 - logits_profile_predictions_loss: 212.2017 - logcount_predictions_loss: 0.1873 1174/1246 [===========================>..] - ETA: 40s - loss: 213.8132 - logits_profile_predictions_loss: 212.2022 - logcount_predictions_loss: 0.1873 1175/1246 [===========================>..] - ETA: 40s - loss: 213.8137 - logits_profile_predictions_loss: 212.2027 - logcount_predictions_loss: 0.1873 1176/1246 [===========================>..] - ETA: 39s - loss: 213.8143 - logits_profile_predictions_loss: 212.2032 - logcount_predictions_loss: 0.1873 1177/1246 [===========================>..] - ETA: 39s - loss: 213.8148 - logits_profile_predictions_loss: 212.2037 - logcount_predictions_loss: 0.1873 1178/1246 [===========================>..] - ETA: 38s - loss: 213.8153 - logits_profile_predictions_loss: 212.2042 - logcount_predictions_loss: 0.1873 1179/1246 [===========================>..] - ETA: 37s - loss: 213.8158 - logits_profile_predictions_loss: 212.2047 - logcount_predictions_loss: 0.1873 1180/1246 [===========================>..] - ETA: 37s - loss: 213.8163 - logits_profile_predictions_loss: 212.2052 - logcount_predictions_loss: 0.1873 1181/1246 [===========================>..] - ETA: 36s - loss: 213.8168 - logits_profile_predictions_loss: 212.2057 - logcount_predictions_loss: 0.1873 1182/1246 [===========================>..] - ETA: 36s - loss: 213.8173 - logits_profile_predictions_loss: 212.2061 - logcount_predictions_loss: 0.1873 1183/1246 [===========================>..] - ETA: 35s - loss: 213.8177 - logits_profile_predictions_loss: 212.2066 - logcount_predictions_loss: 0.1873 1184/1246 [===========================>..] - ETA: 35s - loss: 213.8182 - logits_profile_predictions_loss: 212.2070 - logcount_predictions_loss: 0.1873 1185/1246 [===========================>..] - ETA: 34s - loss: 213.8187 - logits_profile_predictions_loss: 212.2075 - logcount_predictions_loss: 0.1874 1186/1246 [===========================>..] - ETA: 33s - loss: 213.8192 - logits_profile_predictions_loss: 212.2080 - logcount_predictions_loss: 0.1874 1187/1246 [===========================>..] - ETA: 33s - loss: 213.8196 - logits_profile_predictions_loss: 212.2084 - logcount_predictions_loss: 0.1874 1188/1246 [===========================>..] - ETA: 32s - loss: 213.8201 - logits_profile_predictions_loss: 212.2089 - logcount_predictions_loss: 0.1874 1189/1246 [===========================>..] - ETA: 32s - loss: 213.8206 - logits_profile_predictions_loss: 212.2094 - logcount_predictions_loss: 0.1874 1190/1246 [===========================>..] - ETA: 31s - loss: 213.8211 - logits_profile_predictions_loss: 212.2099 - logcount_predictions_loss: 0.1874 1191/1246 [===========================>..] - ETA: 31s - loss: 213.8216 - logits_profile_predictions_loss: 212.2103 - logcount_predictions_loss: 0.1874 1192/1246 [===========================>..] - ETA: 30s - loss: 213.8221 - logits_profile_predictions_loss: 212.2108 - logcount_predictions_loss: 0.1874 1193/1246 [===========================>..] - ETA: 29s - loss: 213.8226 - logits_profile_predictions_loss: 212.2113 - logcount_predictions_loss: 0.1874 1194/1246 [===========================>..] - ETA: 29s - loss: 213.8231 - logits_profile_predictions_loss: 212.2118 - logcount_predictions_loss: 0.1874 1195/1246 [===========================>..] - ETA: 28s - loss: 213.8236 - logits_profile_predictions_loss: 212.2123 - logcount_predictions_loss: 0.1874 1196/1246 [===========================>..] - ETA: 28s - loss: 213.8241 - logits_profile_predictions_loss: 212.2127 - logcount_predictions_loss: 0.1874 1197/1246 [===========================>..] - ETA: 27s - loss: 213.8246 - logits_profile_predictions_loss: 212.2132 - logcount_predictions_loss: 0.1874 1198/1246 [===========================>..] - ETA: 27s - loss: 213.8251 - logits_profile_predictions_loss: 212.2137 - logcount_predictions_loss: 0.1874 1199/1246 [===========================>..] - ETA: 26s - loss: 213.8256 - logits_profile_predictions_loss: 212.2142 - logcount_predictions_loss: 0.1874 1200/1246 [===========================>..] - ETA: 26s - loss: 213.8261 - logits_profile_predictions_loss: 212.2147 - logcount_predictions_loss: 0.1874 1201/1246 [===========================>..] - ETA: 25s - loss: 213.8265 - logits_profile_predictions_loss: 212.2151 - logcount_predictions_loss: 0.1874 1202/1246 [===========================>..] - ETA: 24s - loss: 213.8270 - logits_profile_predictions_loss: 212.2156 - logcount_predictions_loss: 0.1874 1203/1246 [===========================>..] - ETA: 24s - loss: 213.8275 - logits_profile_predictions_loss: 212.2160 - logcount_predictions_loss: 0.1874 1204/1246 [===========================>..] - ETA: 23s - loss: 213.8279 - logits_profile_predictions_loss: 212.2165 - logcount_predictions_loss: 0.1874 1205/1246 [============================>.] - ETA: 23s - loss: 213.8284 - logits_profile_predictions_loss: 212.2169 - logcount_predictions_loss: 0.1874 1206/1246 [============================>.] - ETA: 22s - loss: 213.8288 - logits_profile_predictions_loss: 212.2174 - logcount_predictions_loss: 0.1874 1207/1246 [============================>.] - ETA: 22s - loss: 213.8293 - logits_profile_predictions_loss: 212.2178 - logcount_predictions_loss: 0.1874 1208/1246 [============================>.] - ETA: 21s - loss: 213.8297 - logits_profile_predictions_loss: 212.2182 - logcount_predictions_loss: 0.1874 1209/1246 [============================>.] - ETA: 20s - loss: 213.8302 - logits_profile_predictions_loss: 212.2187 - logcount_predictions_loss: 0.1874 1210/1246 [============================>.] - ETA: 20s - loss: 213.8306 - logits_profile_predictions_loss: 212.2191 - logcount_predictions_loss: 0.1874 1211/1246 [============================>.] - ETA: 19s - loss: 213.8311 - logits_profile_predictions_loss: 212.2195 - logcount_predictions_loss: 0.1874 1212/1246 [============================>.] - ETA: 19s - loss: 213.8315 - logits_profile_predictions_loss: 212.2200 - logcount_predictions_loss: 0.1874 1213/1246 [============================>.] - ETA: 18s - loss: 213.8320 - logits_profile_predictions_loss: 212.2204 - logcount_predictions_loss: 0.1874 1214/1246 [============================>.] - ETA: 18s - loss: 213.8324 - logits_profile_predictions_loss: 212.2208 - logcount_predictions_loss: 0.1874 1215/1246 [============================>.] - ETA: 17s - loss: 213.8328 - logits_profile_predictions_loss: 212.2212 - logcount_predictions_loss: 0.1874 1216/1246 [============================>.] - ETA: 16s - loss: 213.8333 - logits_profile_predictions_loss: 212.2217 - logcount_predictions_loss: 0.1874 1217/1246 [============================>.] - ETA: 16s - loss: 213.8337 - logits_profile_predictions_loss: 212.2221 - logcount_predictions_loss: 0.1874 1218/1246 [============================>.] - ETA: 15s - loss: 213.8341 - logits_profile_predictions_loss: 212.2225 - logcount_predictions_loss: 0.1874 1219/1246 [============================>.] - ETA: 15s - loss: 213.8345 - logits_profile_predictions_loss: 212.2229 - logcount_predictions_loss: 0.1874 1220/1246 [============================>.] - ETA: 14s - loss: 213.8350 - logits_profile_predictions_loss: 212.2233 - logcount_predictions_loss: 0.1874 1221/1246 [============================>.] - ETA: 14s - loss: 213.8354 - logits_profile_predictions_loss: 212.2237 - logcount_predictions_loss: 0.1874 1222/1246 [============================>.] - ETA: 13s - loss: 213.8358 - logits_profile_predictions_loss: 212.2241 - logcount_predictions_loss: 0.1874 1223/1246 [============================>.] - ETA: 13s - loss: 213.8362 - logits_profile_predictions_loss: 212.2245 - logcount_predictions_loss: 0.1874 1224/1246 [============================>.] - ETA: 12s - loss: 213.8367 - logits_profile_predictions_loss: 212.2249 - logcount_predictions_loss: 0.1874 1225/1246 [============================>.] - ETA: 11s - loss: 213.8371 - logits_profile_predictions_loss: 212.2253 - logcount_predictions_loss: 0.1874 1226/1246 [============================>.] - ETA: 11s - loss: 213.8375 - logits_profile_predictions_loss: 212.2258 - logcount_predictions_loss: 0.1874 1227/1246 [============================>.] - ETA: 10s - loss: 213.8379 - logits_profile_predictions_loss: 212.2262 - logcount_predictions_loss: 0.1874 1228/1246 [============================>.] - ETA: 10s - loss: 213.8383 - logits_profile_predictions_loss: 212.2266 - logcount_predictions_loss: 0.1874 1229/1246 [============================>.] - ETA: 9s - loss: 213.8388 - logits_profile_predictions_loss: 212.2270 - logcount_predictions_loss: 0.1874  1230/1246 [============================>.] - ETA: 9s - loss: 213.8392 - logits_profile_predictions_loss: 212.2274 - logcount_predictions_loss: 0.1874 1231/1246 [============================>.] - ETA: 8s - loss: 213.8396 - logits_profile_predictions_loss: 212.2278 - logcount_predictions_loss: 0.1874 1232/1246 [============================>.] - ETA: 7s - loss: 213.8400 - logits_profile_predictions_loss: 212.2282 - logcount_predictions_loss: 0.1874 1233/1246 [============================>.] - ETA: 7s - loss: 213.8404 - logits_profile_predictions_loss: 212.2286 - logcount_predictions_loss: 0.1874 1234/1246 [============================>.] - ETA: 6s - loss: 213.8408 - logits_profile_predictions_loss: 212.2290 - logcount_predictions_loss: 0.1874 1235/1246 [============================>.] - ETA: 6s - loss: 213.8412 - logits_profile_predictions_loss: 212.2294 - logcount_predictions_loss: 0.1874 1236/1246 [============================>.] - ETA: 5s - loss: 213.8416 - logits_profile_predictions_loss: 212.2298 - logcount_predictions_loss: 0.1874 1237/1246 [============================>.] - ETA: 5s - loss: 213.8421 - logits_profile_predictions_loss: 212.2301 - logcount_predictions_loss: 0.1874 1238/1246 [============================>.] - ETA: 4s - loss: 213.8424 - logits_profile_predictions_loss: 212.2305 - logcount_predictions_loss: 0.1874 1239/1246 [============================>.] - ETA: 3s - loss: 213.8429 - logits_profile_predictions_loss: 212.2309 - logcount_predictions_loss: 0.1874 1240/1246 [============================>.] - ETA: 3s - loss: 213.8432 - logits_profile_predictions_loss: 212.2313 - logcount_predictions_loss: 0.1874 1241/1246 [============================>.] - ETA: 2s - loss: 213.8436 - logits_profile_predictions_loss: 212.2317 - logcount_predictions_loss: 0.1874 1242/1246 [============================>.] - ETA: 2s - loss: 213.8440 - logits_profile_predictions_loss: 212.2320 - logcount_predictions_loss: 0.1874 1243/1246 [============================>.] - ETA: 1s - loss: 213.8444 - logits_profile_predictions_loss: 212.2324 - logcount_predictions_loss: 0.1874 1244/1246 [============================>.] - ETA: 1s - loss: 213.8448 - logits_profile_predictions_loss: 212.2328 - logcount_predictions_loss: 0.1874 1245/1246 [============================>.] - ETA: 0s - loss: 213.8451 - logits_profile_predictions_loss: 212.2331 - logcount_predictions_loss: 0.1874 1246/1246 [==============================] - ETA: 0s - loss: 213.8455 - logits_profile_predictions_loss: 212.2335 - logcount_predictions_loss: 0.1874 1246/1246 [==============================] - 732s 587ms/step - loss: 213.8459 - logits_profile_predictions_loss: 212.2338 - logcount_predictions_loss: 0.1874 - val_loss: 248.2350 - val_logits_profile_predictions_loss: 245.9931 - val_logcount_predictions_loss: 0.2607 + +Epoch 00014: val_loss did not improve from 243.99802 +Restoring model weights from the end of the best epoch. +Epoch 00014: early stopping +save model +save model without bias +2022-03-25_23-02-22: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//preprocessing/bigWigs/ENCSR566LZT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(23009, 10) +loading nonpeaks... +got split:test for bed regions:(23008, 10) +0/180 +100/180 +2022-03-25_23-07-10: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//preprocessing/bigWigs/ENCSR566LZT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(23009, 10) +loading nonpeaks... +got split:test for bed regions:(23008, 10) +0/180 +100/180 +2022-03-25_23-11-28: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//preprocessing/bigWigs/ENCSR566LZT.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(23009, 10) +loading nonpeaks... +got split:test for bed regions:(23008, 10) +0/180 +100/180 +2022-03-25_23-13-38: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//footprints +2022-03-25_23-13-38: 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/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + 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: tn5_1 +GCACAGTACAGAGCTG + 1/22 [>.............................] - ETA: 3:15 3/22 [===>..........................] - ETA: 15s  4/22 [====>.........................] - ETA: 18s 5/22 [=====>........................] - ETA: 20s 6/22 [=======>......................] - ETA: 20s 7/22 [========>.....................] - ETA: 19s 8/22 [=========>....................] - ETA: 18s 9/22 [===========>..................] - ETA: 17s 10/22 [============>.................] - ETA: 16s 11/22 [==============>...............] - ETA: 15s 12/22 [===============>..............] - ETA: 14s 13/22 [================>.............] - ETA: 12s 14/22 [==================>...........] - ETA: 11s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 8s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 5s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 2s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 42s 2s/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 31s 3/22 [===>..........................] - ETA: 29s 4/22 [====>.........................] - ETA: 28s 5/22 [=====>........................] - ETA: 26s 6/22 [=======>......................] - ETA: 25s 7/22 [========>.....................] - ETA: 23s 8/22 [=========>....................] - ETA: 21s 9/22 [===========>..................] - ETA: 20s 10/22 [============>.................] - ETA: 18s 11/22 [==============>...............] - ETA: 17s 12/22 [===============>..............] - ETA: 15s 13/22 [================>.............] - ETA: 14s 14/22 [==================>...........] - ETA: 12s 15/22 [===================>..........] - ETA: 10s 16/22 [====================>.........] - ETA: 9s  17/22 [======================>.......] - ETA: 7s 18/22 [=======================>......] - ETA: 6s 19/22 [========================>.....] - ETA: 4s 20/22 [==========================>...] - ETA: 3s 21/22 [===========================>..] - ETA: 1s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 33s 2s/step +Saving marginal footprints +2022-03-25_23-19-45: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//footprints +2022-03-25_23-19-45: 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/ATAC/ENCSR566LZT//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR566LZT//chrombpnet_model_feb15//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + 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: "functional_1" +__________________________________________________________________________________________________ +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: tn5_1 +GCACAGTACAGAGCTG + 1/22 [>.............................] - ETA: 1:10 3/22 [===>..........................] - ETA: 1s  4/22 [====>.........................] - ETA: 1s 5/22 [=====>........................] - ETA: 1s 6/22 [=======>......................] - ETA: 1s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 0s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 6s 129ms/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 126ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 126ms/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 126ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 126ms/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 126ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 126ms/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 127ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 126ms/step + 1/22 [>.............................] - ETA: 0s 2/22 [=>............................] - ETA: 2s 3/22 [===>..........................] - ETA: 2s 4/22 [====>.........................] - ETA: 2s 5/22 [=====>........................] - ETA: 2s 6/22 [=======>......................] - ETA: 2s 7/22 [========>.....................] - ETA: 1s 8/22 [=========>....................] - ETA: 1s 9/22 [===========>..................] - ETA: 1s 10/22 [============>.................] - ETA: 1s 11/22 [==============>...............] - ETA: 1s 12/22 [===============>..............] - ETA: 1s 13/22 [================>.............] - ETA: 1s 14/22 [==================>...........] - ETA: 1s 15/22 [===================>..........] - ETA: 0s 16/22 [====================>.........] - ETA: 0s 17/22 [======================>.......] - ETA: 0s 18/22 [=======================>......] - ETA: 0s 19/22 [========================>.....] - ETA: 0s 20/22 [==========================>...] - ETA: 0s 21/22 [===========================>..] - ETA: 0s 22/22 [==============================] - ETA: 0s 22/22 [==============================] - 3s 126ms/step +Saving marginal footprints