diff --git "a/fold_0/logs.models.fold_0.ENCSR250GDW/logfile.modelling.fold_0.ENCSR250GDW.stdout.txt" "b/fold_0/logs.models.fold_0.ENCSR250GDW/logfile.modelling.fold_0.ENCSR250GDW.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR250GDW/logfile.modelling.fold_0.ENCSR250GDW.stdout.txt" @@ -0,0 +1,464 @@ +DNase-seq +DNASE_SE +Tue Mar 1 19:55:18 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA A100-PCI... On | 00000000:C6:00.0 Off | 0 | +| N/A 29C P0 33W / 250W | 0MiB / 40960MiB | 0% E. Process | +| | | Disabled | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-03-01_19-55-19: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//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/ENCSR283TME_bias_0.9.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 111252 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 111252 +Number of peaks input: 30234 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 30234 +Number of non peaks input: 111252 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 111252 +Number of non peaks input: 30233 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 30233 +Number of peaks after removing outliers: 110028 +Number of nonpeaks after removing outliers: 98929 +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 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ETA: 0s 3051/3092 [============================>.] - ETA: 0s 3062/3092 [============================>.] - ETA: 0s 3073/3092 [============================>.] - ETA: 0s 3084/3092 [============================>.] - ETA: 0s 3092/3092 [==============================] - ETA: 0s 3092/3092 [==============================] - 23s 5ms/step +2022-03-01_20-02-13: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '39.9', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(99896, 10) +loading nonpeaks... +got split:train for bed regions:(89455, 10) +loading peaks... +got split:valid for bed regions:(10132, 10) +loading nonpeaks... +got split:valid for bed regions:(9474, 10) +Epoch 1/50 + 1/1717 [..............................] - ETA: 3:10:01 - loss: 1238.8522 - logits_profile_predictions_loss: 1143.2434 - logcount_predictions_loss: 2.3962 2/1717 [..............................] - ETA: 4:34 - loss: 1937.6898 - logits_profile_predictions_loss: 1653.0502 - logcount_predictions_loss: 7.1338  3/1717 [..............................] - ETA: 4:33 - loss: 2119.1096 - logits_profile_predictions_loss: 1800.5316 - logcount_predictions_loss: 7.9844 4/1717 [..............................] - ETA: 4:32 - loss: 2215.6803 - logits_profile_predictions_loss: 1891.8831 - logcount_predictions_loss: 8.1152 5/1717 [..............................] - ETA: 4:31 - loss: 2271.9766 - logits_profile_predictions_loss: 1951.6093 - logcount_predictions_loss: 8.0293 6/1717 [..............................] - ETA: 4:31 - loss: 2328.7853 - logits_profile_predictions_loss: 2012.6202 - logcount_predictions_loss: 7.9239 7/1717 [..............................] - ETA: 4:31 - loss: 2386.4170 - logits_profile_predictions_loss: 2074.0823 - logcount_predictions_loss: 7.8279 8/1717 [..............................] - ETA: 4:30 - loss: 2433.7709 - logits_profile_predictions_loss: 2125.7764 - logcount_predictions_loss: 7.7192 9/1717 [..............................] - ETA: 4:30 - loss: 2475.3176 - logits_profile_predictions_loss: 2171.2565 - logcount_predictions_loss: 7.6206 10/1717 [..............................] - ETA: 4:29 - loss: 2503.6045 - logits_profile_predictions_loss: 2203.6532 - logcount_predictions_loss: 7.5176 11/1717 [..............................] - ETA: 4:29 - loss: 2528.0478 - logits_profile_predictions_loss: 2231.9795 - logcount_predictions_loss: 7.4203 12/1717 [..............................] - ETA: 4:29 - loss: 2551.5144 - logits_profile_predictions_loss: 2258.8780 - logcount_predictions_loss: 7.3342 13/1717 [..............................] - ETA: 4:28 - loss: 2570.7671 - logits_profile_predictions_loss: 2281.2079 - logcount_predictions_loss: 7.2571 14/1717 [..............................] - ETA: 4:28 - loss: 2586.9467 - logits_profile_predictions_loss: 2300.4419 - logcount_predictions_loss: 7.1806 15/1717 [..............................] - ETA: 4:28 - loss: 2601.5779 - logits_profile_predictions_loss: 2317.8544 - logcount_predictions_loss: 7.1109 16/1717 [..............................] - ETA: 4:28 - loss: 2613.6874 - logits_profile_predictions_loss: 2332.6251 - logcount_predictions_loss: 7.0442 17/1717 [..............................] - ETA: 4:27 - loss: 2626.0011 - logits_profile_predictions_loss: 2347.3345 - logcount_predictions_loss: 6.9841 18/1717 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logits_profile_predictions_loss: 2550.6835 - logcount_predictions_loss: 5.6438 155/1717 [=>............................] - ETA: 4:05 - loss: 2775.6085 - logits_profile_predictions_loss: 2550.4902 - logcount_predictions_loss: 5.6421 156/1717 [=>............................] - ETA: 4:04 - loss: 2775.3040 - logits_profile_predictions_loss: 2550.2576 - logcount_predictions_loss: 5.6403 157/1717 [=>............................] - ETA: 4:04 - loss: 2774.9930 - logits_profile_predictions_loss: 2550.0185 - logcount_predictions_loss: 5.6385 158/1717 [=>............................] - ETA: 4:04 - loss: 2774.6730 - logits_profile_predictions_loss: 2549.7701 - logcount_predictions_loss: 5.6367 159/1717 [=>............................] - ETA: 4:04 - loss: 2774.3394 - logits_profile_predictions_loss: 2549.5071 - logcount_predictions_loss: 5.6349 160/1717 [=>............................] - ETA: 4:04 - loss: 2773.9907 - logits_profile_predictions_loss: 2549.2281 - logcount_predictions_loss: 5.6332 161/1717 [=>............................] - ETA: 4:04 - loss: 2773.6456 - logits_profile_predictions_loss: 2548.9508 - logcount_predictions_loss: 5.6315 162/1717 [=>............................] - ETA: 4:03 - loss: 2773.3014 - logits_profile_predictions_loss: 2548.6737 - logcount_predictions_loss: 5.6298 163/1717 [=>............................] - ETA: 4:03 - loss: 2773.0039 - logits_profile_predictions_loss: 2548.4390 - logcount_predictions_loss: 5.6282 164/1717 [=>............................] - ETA: 4:03 - loss: 2772.6938 - logits_profile_predictions_loss: 2548.1920 - logcount_predictions_loss: 5.6266 165/1717 [=>............................] - ETA: 4:03 - loss: 2772.4048 - logits_profile_predictions_loss: 2547.9652 - logcount_predictions_loss: 5.6251 166/1717 [=>............................] - ETA: 4:03 - loss: 2772.1271 - logits_profile_predictions_loss: 2547.7486 - logcount_predictions_loss: 5.6235 167/1717 [=>............................] - ETA: 4:03 - loss: 2771.8620 - logits_profile_predictions_loss: 2547.5429 - logcount_predictions_loss: 5.6220 168/1717 [=>............................] - ETA: 4:02 - loss: 2771.5617 - logits_profile_predictions_loss: 2547.3035 - logcount_predictions_loss: 5.6205 169/1717 [=>............................] - ETA: 4:02 - loss: 2771.2478 - logits_profile_predictions_loss: 2547.0498 - logcount_predictions_loss: 5.6190 170/1717 [=>............................] - ETA: 4:02 - loss: 2770.9204 - logits_profile_predictions_loss: 2546.7830 - logcount_predictions_loss: 5.6175 171/1717 [=>............................] - ETA: 4:02 - loss: 2770.5835 - logits_profile_predictions_loss: 2546.5064 - logcount_predictions_loss: 5.6160 172/1717 [==>...........................] - ETA: 4:02 - loss: 2770.2247 - logits_profile_predictions_loss: 2546.2092 - logcount_predictions_loss: 5.6144 173/1717 [==>...........................] - ETA: 4:02 - loss: 2769.8705 - logits_profile_predictions_loss: 2545.9153 - logcount_predictions_loss: 5.6129 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logits_profile_predictions_loss: 2544.5997 - logcount_predictions_loss: 5.6039 181/1717 [==>...........................] - ETA: 4:00 - loss: 2768.0114 - logits_profile_predictions_loss: 2544.4639 - logcount_predictions_loss: 5.6027 182/1717 [==>...........................] - ETA: 4:00 - loss: 2767.8383 - logits_profile_predictions_loss: 2544.3360 - logcount_predictions_loss: 5.6016 183/1717 [==>...........................] - ETA: 4:00 - loss: 2767.6694 - logits_profile_predictions_loss: 2544.2126 - logcount_predictions_loss: 5.6004 184/1717 [==>...........................] - ETA: 4:00 - loss: 2767.4813 - logits_profile_predictions_loss: 2544.0703 - logcount_predictions_loss: 5.5993 185/1717 [==>...........................] - ETA: 4:00 - loss: 2767.2827 - logits_profile_predictions_loss: 2543.9170 - logcount_predictions_loss: 5.5981 186/1717 [==>...........................] - ETA: 4:00 - loss: 2767.0709 - logits_profile_predictions_loss: 2543.7507 - logcount_predictions_loss: 5.5970 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logits_profile_predictions_loss: 2542.9030 - logcount_predictions_loss: 5.5896 194/1717 [==>...........................] - ETA: 3:59 - loss: 2765.7723 - logits_profile_predictions_loss: 2542.7871 - logcount_predictions_loss: 5.5886 195/1717 [==>...........................] - ETA: 3:58 - loss: 2765.6292 - logits_profile_predictions_loss: 2542.6830 - logcount_predictions_loss: 5.5876 196/1717 [==>...........................] - ETA: 3:58 - loss: 2765.4871 - logits_profile_predictions_loss: 2542.5791 - logcount_predictions_loss: 5.5867 197/1717 [==>...........................] - ETA: 3:58 - loss: 2765.3552 - logits_profile_predictions_loss: 2542.4838 - logcount_predictions_loss: 5.5858 198/1717 [==>...........................] - ETA: 3:58 - loss: 2765.2167 - logits_profile_predictions_loss: 2542.3823 - logcount_predictions_loss: 5.5848 199/1717 [==>...........................] - ETA: 3:58 - loss: 2765.1110 - logits_profile_predictions_loss: 2542.3114 - logcount_predictions_loss: 5.5840 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logits_profile_predictions_loss: 2541.6137 - logcount_predictions_loss: 5.5779 207/1717 [==>...........................] - ETA: 3:57 - loss: 2764.0038 - logits_profile_predictions_loss: 2541.4792 - logcount_predictions_loss: 5.5771 208/1717 [==>...........................] - ETA: 3:56 - loss: 2763.8170 - logits_profile_predictions_loss: 2541.3278 - logcount_predictions_loss: 5.5762 209/1717 [==>...........................] - ETA: 3:56 - loss: 2763.6102 - logits_profile_predictions_loss: 2541.1575 - logcount_predictions_loss: 5.5753 210/1717 [==>...........................] - ETA: 3:56 - loss: 2763.4021 - logits_profile_predictions_loss: 2540.9855 - logcount_predictions_loss: 5.5744 211/1717 [==>...........................] - ETA: 3:56 - loss: 2763.2049 - logits_profile_predictions_loss: 2540.8233 - logcount_predictions_loss: 5.5735 212/1717 [==>...........................] - ETA: 3:56 - loss: 2763.0338 - logits_profile_predictions_loss: 2540.6852 - logcount_predictions_loss: 5.5727 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logits_profile_predictions_loss: 2536.5729 - logcount_predictions_loss: 5.5555 233/1717 [===>..........................] - ETA: 3:52 - loss: 2757.9900 - logits_profile_predictions_loss: 2536.3574 - logcount_predictions_loss: 5.5547 234/1717 [===>..........................] - ETA: 3:52 - loss: 2757.7382 - logits_profile_predictions_loss: 2536.1377 - logcount_predictions_loss: 5.5539 235/1717 [===>..........................] - ETA: 3:52 - loss: 2757.4974 - logits_profile_predictions_loss: 2535.9286 - logcount_predictions_loss: 5.5531 236/1717 [===>..........................] - ETA: 3:52 - loss: 2757.2450 - logits_profile_predictions_loss: 2535.7084 - logcount_predictions_loss: 5.5523 237/1717 [===>..........................] - ETA: 3:52 - loss: 2756.9990 - logits_profile_predictions_loss: 2535.4944 - logcount_predictions_loss: 5.5515 238/1717 [===>..........................] - ETA: 3:52 - loss: 2756.7650 - logits_profile_predictions_loss: 2535.2911 - logcount_predictions_loss: 5.5507 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logits_profile_predictions_loss: 2534.0522 - logcount_predictions_loss: 5.5457 246/1717 [===>..........................] - ETA: 3:50 - loss: 2755.1365 - logits_profile_predictions_loss: 2533.8901 - logcount_predictions_loss: 5.5450 247/1717 [===>..........................] - ETA: 3:50 - loss: 2754.9609 - logits_profile_predictions_loss: 2533.7401 - logcount_predictions_loss: 5.5444 248/1717 [===>..........................] - ETA: 3:50 - loss: 2754.8112 - logits_profile_predictions_loss: 2533.6145 - logcount_predictions_loss: 5.5438 249/1717 [===>..........................] - ETA: 3:50 - loss: 2754.6583 - logits_profile_predictions_loss: 2533.4859 - logcount_predictions_loss: 5.5432 250/1717 [===>..........................] - ETA: 3:50 - loss: 2754.5160 - logits_profile_predictions_loss: 2533.3668 - logcount_predictions_loss: 5.5426 251/1717 [===>..........................] - ETA: 3:50 - loss: 2754.3772 - logits_profile_predictions_loss: 2533.2512 - logcount_predictions_loss: 5.5420 252/1717 [===>..........................] - ETA: 3:50 - loss: 2754.2445 - logits_profile_predictions_loss: 2533.1413 - logcount_predictions_loss: 5.5414 253/1717 [===>..........................] - ETA: 3:49 - loss: 2754.1218 - logits_profile_predictions_loss: 2533.0399 - logcount_predictions_loss: 5.5409 254/1717 [===>..........................] - ETA: 3:49 - loss: 2754.0093 - logits_profile_predictions_loss: 2532.9485 - logcount_predictions_loss: 5.5404 255/1717 [===>..........................] - ETA: 3:49 - loss: 2753.8860 - logits_profile_predictions_loss: 2532.8465 - logcount_predictions_loss: 5.5398 256/1717 [===>..........................] - ETA: 3:49 - loss: 2753.7562 - logits_profile_predictions_loss: 2532.7380 - logcount_predictions_loss: 5.5393 257/1717 [===>..........................] - ETA: 3:49 - loss: 2753.6391 - logits_profile_predictions_loss: 2532.6413 - logcount_predictions_loss: 5.5388 258/1717 [===>..........................] - ETA: 3:49 - loss: 2753.5280 - logits_profile_predictions_loss: 2532.5503 - logcount_predictions_loss: 5.5383 259/1717 [===>..........................] - ETA: 3:48 - loss: 2753.4142 - logits_profile_predictions_loss: 2532.4567 - logcount_predictions_loss: 5.5378 260/1717 [===>..........................] - ETA: 3:48 - loss: 2753.3047 - logits_profile_predictions_loss: 2532.3667 - logcount_predictions_loss: 5.5373 261/1717 [===>..........................] - ETA: 3:48 - loss: 2753.1897 - logits_profile_predictions_loss: 2532.2717 - logcount_predictions_loss: 5.5368 262/1717 [===>..........................] - ETA: 3:48 - loss: 2753.0799 - logits_profile_predictions_loss: 2532.1815 - logcount_predictions_loss: 5.5363 263/1717 [===>..........................] - ETA: 3:48 - loss: 2752.9691 - logits_profile_predictions_loss: 2532.0898 - logcount_predictions_loss: 5.5358 264/1717 [===>..........................] - ETA: 3:48 - loss: 2752.8543 - logits_profile_predictions_loss: 2531.9942 - logcount_predictions_loss: 5.5353 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logits_profile_predictions_loss: 2531.1635 - logcount_predictions_loss: 5.5319 272/1717 [===>..........................] - ETA: 3:46 - loss: 2751.7421 - logits_profile_predictions_loss: 2531.0394 - logcount_predictions_loss: 5.5314 273/1717 [===>..........................] - ETA: 3:46 - loss: 2751.5999 - logits_profile_predictions_loss: 2530.9163 - logcount_predictions_loss: 5.5309 274/1717 [===>..........................] - ETA: 3:46 - loss: 2751.4650 - logits_profile_predictions_loss: 2530.8001 - logcount_predictions_loss: 5.5305 275/1717 [===>..........................] - ETA: 3:46 - loss: 2751.3169 - logits_profile_predictions_loss: 2530.6713 - logcount_predictions_loss: 5.5300 276/1717 [===>..........................] - ETA: 3:46 - loss: 2751.1548 - logits_profile_predictions_loss: 2530.5293 - logcount_predictions_loss: 5.5295 277/1717 [===>..........................] - ETA: 3:46 - loss: 2750.9875 - logits_profile_predictions_loss: 2530.3821 - logcount_predictions_loss: 5.5290 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logits_profile_predictions_loss: 1674.3967 - logcount_predictions_loss: 1.2756 231/1717 [===>..........................] - ETA: 3:53 - loss: 1725.2731 - logits_profile_predictions_loss: 1674.3742 - logcount_predictions_loss: 1.2757 232/1717 [===>..........................] - ETA: 3:52 - loss: 1725.2548 - logits_profile_predictions_loss: 1674.3513 - logcount_predictions_loss: 1.2758 233/1717 [===>..........................] - ETA: 3:52 - loss: 1725.2399 - logits_profile_predictions_loss: 1674.3318 - logcount_predictions_loss: 1.2759 234/1717 [===>..........................] - ETA: 3:52 - loss: 1725.2290 - logits_profile_predictions_loss: 1674.3165 - logcount_predictions_loss: 1.2760 235/1717 [===>..........................] - ETA: 3:52 - loss: 1725.2140 - logits_profile_predictions_loss: 1674.2971 - logcount_predictions_loss: 1.2761 236/1717 [===>..........................] - ETA: 3:52 - loss: 1725.1968 - logits_profile_predictions_loss: 1674.2757 - logcount_predictions_loss: 1.2762 237/1717 [===>..........................] - ETA: 3:52 - loss: 1725.1864 - logits_profile_predictions_loss: 1674.2609 - logcount_predictions_loss: 1.2763 238/1717 [===>..........................] - ETA: 3:51 - loss: 1725.1743 - logits_profile_predictions_loss: 1674.2444 - logcount_predictions_loss: 1.2764 239/1717 [===>..........................] - ETA: 3:51 - loss: 1725.1673 - logits_profile_predictions_loss: 1674.2332 - logcount_predictions_loss: 1.2765 240/1717 [===>..........................] - ETA: 3:51 - loss: 1725.1576 - logits_profile_predictions_loss: 1674.2192 - logcount_predictions_loss: 1.2767 241/1717 [===>..........................] - ETA: 3:51 - loss: 1725.1533 - logits_profile_predictions_loss: 1674.2107 - logcount_predictions_loss: 1.2768 242/1717 [===>..........................] - ETA: 3:51 - loss: 1725.1563 - logits_profile_predictions_loss: 1674.2095 - logcount_predictions_loss: 1.2769 243/1717 [===>..........................] - ETA: 3:51 - loss: 1725.1615 - logits_profile_predictions_loss: 1674.2107 - logcount_predictions_loss: 1.2770 244/1717 [===>..........................] - ETA: 3:51 - loss: 1725.1712 - logits_profile_predictions_loss: 1674.2164 - logcount_predictions_loss: 1.2771 245/1717 [===>..........................] - ETA: 3:50 - loss: 1725.1870 - logits_profile_predictions_loss: 1674.2282 - logcount_predictions_loss: 1.2772 246/1717 [===>..........................] - ETA: 3:50 - loss: 1725.1962 - logits_profile_predictions_loss: 1674.2337 - logcount_predictions_loss: 1.2773 247/1717 [===>..........................] - ETA: 3:50 - loss: 1725.2099 - logits_profile_predictions_loss: 1674.2436 - logcount_predictions_loss: 1.2774 248/1717 [===>..........................] - ETA: 3:50 - loss: 1725.2142 - logits_profile_predictions_loss: 1674.2443 - logcount_predictions_loss: 1.2774 249/1717 [===>..........................] - ETA: 3:50 - loss: 1725.2219 - logits_profile_predictions_loss: 1674.2486 - logcount_predictions_loss: 1.2775 250/1717 [===>..........................] - ETA: 3:50 - loss: 1725.2346 - logits_profile_predictions_loss: 1674.2577 - logcount_predictions_loss: 1.2776 251/1717 [===>..........................] - ETA: 3:49 - loss: 1725.2495 - logits_profile_predictions_loss: 1674.2693 - logcount_predictions_loss: 1.2777 252/1717 [===>..........................] - ETA: 3:49 - loss: 1725.2621 - logits_profile_predictions_loss: 1674.2787 - logcount_predictions_loss: 1.2778 253/1717 [===>..........................] - ETA: 3:49 - loss: 1725.2678 - logits_profile_predictions_loss: 1674.2813 - logcount_predictions_loss: 1.2779 254/1717 [===>..........................] - ETA: 3:49 - loss: 1725.2776 - logits_profile_predictions_loss: 1674.2879 - logcount_predictions_loss: 1.2779 255/1717 [===>..........................] - ETA: 3:49 - loss: 1725.2932 - logits_profile_predictions_loss: 1674.3004 - logcount_predictions_loss: 1.2780 256/1717 [===>..........................] - ETA: 3:49 - loss: 1725.3149 - logits_profile_predictions_loss: 1674.3188 - logcount_predictions_loss: 1.2781 257/1717 [===>..........................] - ETA: 3:49 - loss: 1725.3321 - logits_profile_predictions_loss: 1674.3330 - logcount_predictions_loss: 1.2782 258/1717 [===>..........................] - ETA: 3:48 - loss: 1725.3500 - logits_profile_predictions_loss: 1674.3480 - logcount_predictions_loss: 1.2783 259/1717 [===>..........................] - ETA: 3:48 - loss: 1725.3652 - logits_profile_predictions_loss: 1674.3600 - logcount_predictions_loss: 1.2783 260/1717 [===>..........................] - ETA: 3:48 - loss: 1725.3786 - logits_profile_predictions_loss: 1674.3703 - logcount_predictions_loss: 1.2784 261/1717 [===>..........................] - ETA: 3:48 - loss: 1725.3921 - logits_profile_predictions_loss: 1674.3810 - logcount_predictions_loss: 1.2785 262/1717 [===>..........................] - ETA: 3:48 - loss: 1725.4000 - logits_profile_predictions_loss: 1674.3863 - logcount_predictions_loss: 1.2785 263/1717 [===>..........................] - ETA: 3:48 - loss: 1725.4056 - logits_profile_predictions_loss: 1674.3894 - logcount_predictions_loss: 1.2786 264/1717 [===>..........................] - ETA: 3:47 - loss: 1725.4128 - logits_profile_predictions_loss: 1674.3941 - logcount_predictions_loss: 1.2787 265/1717 [===>..........................] - ETA: 3:47 - loss: 1725.4119 - logits_profile_predictions_loss: 1674.3908 - logcount_predictions_loss: 1.2787 266/1717 [===>..........................] - ETA: 3:47 - loss: 1725.4098 - logits_profile_predictions_loss: 1674.3864 - logcount_predictions_loss: 1.2788 267/1717 [===>..........................] - ETA: 3:47 - loss: 1725.4030 - logits_profile_predictions_loss: 1674.3775 - logcount_predictions_loss: 1.2788 268/1717 [===>..........................] - ETA: 3:47 - loss: 1725.3976 - logits_profile_predictions_loss: 1674.3701 - logcount_predictions_loss: 1.2789 269/1717 [===>..........................] - ETA: 3:47 - loss: 1725.3889 - logits_profile_predictions_loss: 1674.3595 - logcount_predictions_loss: 1.2789 270/1717 [===>..........................] - ETA: 3:46 - loss: 1725.3791 - logits_profile_predictions_loss: 1674.3481 - logcount_predictions_loss: 1.2790 271/1717 [===>..........................] - ETA: 3:46 - loss: 1725.3688 - logits_profile_predictions_loss: 1674.3358 - logcount_predictions_loss: 1.2790 272/1717 [===>..........................] - ETA: 3:46 - loss: 1725.3708 - logits_profile_predictions_loss: 1674.3357 - logcount_predictions_loss: 1.2791 273/1717 [===>..........................] - ETA: 3:46 - loss: 1725.3695 - logits_profile_predictions_loss: 1674.3323 - logcount_predictions_loss: 1.2791 274/1717 [===>..........................] - ETA: 3:46 - loss: 1725.3668 - logits_profile_predictions_loss: 1674.3278 - logcount_predictions_loss: 1.2792 275/1717 [===>..........................] - ETA: 3:46 - loss: 1725.3620 - logits_profile_predictions_loss: 1674.3211 - logcount_predictions_loss: 1.2792 276/1717 [===>..........................] - ETA: 3:46 - loss: 1725.3585 - logits_profile_predictions_loss: 1674.3158 - logcount_predictions_loss: 1.2793 277/1717 [===>..........................] - ETA: 3:45 - loss: 1725.3563 - logits_profile_predictions_loss: 1674.3118 - logcount_predictions_loss: 1.2793 278/1717 [===>..........................] - ETA: 3:45 - loss: 1725.3519 - logits_profile_predictions_loss: 1674.3057 - logcount_predictions_loss: 1.2794 279/1717 [===>..........................] - ETA: 3:45 - loss: 1725.3421 - logits_profile_predictions_loss: 1674.2945 - logcount_predictions_loss: 1.2794 280/1717 [===>..........................] - ETA: 3:45 - loss: 1725.3290 - logits_profile_predictions_loss: 1674.2799 - logcount_predictions_loss: 1.2794 281/1717 [===>..........................] - ETA: 3:45 - loss: 1725.3100 - logits_profile_predictions_loss: 1674.2595 - logcount_predictions_loss: 1.2795 282/1717 [===>..........................] - ETA: 3:45 - loss: 1725.2954 - logits_profile_predictions_loss: 1674.2432 - logcount_predictions_loss: 1.2795 283/1717 [===>..........................] - ETA: 3:44 - loss: 1725.2809 - logits_profile_predictions_loss: 1674.2267 - logcount_predictions_loss: 1.2796 284/1717 [===>..........................] - ETA: 3:44 - loss: 1725.2636 - logits_profile_predictions_loss: 1674.2074 - logcount_predictions_loss: 1.2796 285/1717 [===>..........................] - ETA: 3:44 - loss: 1725.2445 - logits_profile_predictions_loss: 1674.1863 - logcount_predictions_loss: 1.2797 286/1717 [===>..........................] - ETA: 3:44 - loss: 1725.2293 - logits_profile_predictions_loss: 1674.1690 - logcount_predictions_loss: 1.2797 287/1717 [====>.........................] - ETA: 3:44 - loss: 1725.2120 - logits_profile_predictions_loss: 1674.1496 - logcount_predictions_loss: 1.2798 288/1717 [====>.........................] - ETA: 3:44 - loss: 1725.1933 - logits_profile_predictions_loss: 1674.1289 - logcount_predictions_loss: 1.2798 289/1717 [====>.........................] - ETA: 3:44 - loss: 1725.1798 - logits_profile_predictions_loss: 1674.1133 - logcount_predictions_loss: 1.2799 290/1717 [====>.........................] - ETA: 3:43 - loss: 1725.1656 - logits_profile_predictions_loss: 1674.0969 - logcount_predictions_loss: 1.2799 291/1717 [====>.........................] - ETA: 3:43 - loss: 1725.1547 - logits_profile_predictions_loss: 1674.0839 - logcount_predictions_loss: 1.2800 292/1717 [====>.........................] - ETA: 3:43 - loss: 1725.1523 - logits_profile_predictions_loss: 1674.0794 - logcount_predictions_loss: 1.2800 293/1717 [====>.........................] - ETA: 3:43 - loss: 1725.1514 - logits_profile_predictions_loss: 1674.0762 - logcount_predictions_loss: 1.2801 294/1717 [====>.........................] - ETA: 3:43 - loss: 1725.1476 - logits_profile_predictions_loss: 1674.0703 - logcount_predictions_loss: 1.2801 295/1717 [====>.........................] - ETA: 3:43 - loss: 1725.1433 - logits_profile_predictions_loss: 1674.0639 - logcount_predictions_loss: 1.2802 296/1717 [====>.........................] - ETA: 3:42 - loss: 1725.1472 - logits_profile_predictions_loss: 1674.0657 - logcount_predictions_loss: 1.2802 297/1717 [====>.........................] - ETA: 3:42 - loss: 1725.1517 - logits_profile_predictions_loss: 1674.0683 - logcount_predictions_loss: 1.2803 298/1717 [====>.........................] - ETA: 3:42 - loss: 1725.1563 - logits_profile_predictions_loss: 1674.0712 - logcount_predictions_loss: 1.2803 299/1717 [====>.........................] - ETA: 3:42 - loss: 1725.1593 - logits_profile_predictions_loss: 1674.0726 - logcount_predictions_loss: 1.2804 300/1717 [====>.........................] - ETA: 3:42 - loss: 1725.1569 - logits_profile_predictions_loss: 1674.0688 - logcount_predictions_loss: 1.2804 301/1717 [====>.........................] - ETA: 3:42 - loss: 1725.1528 - logits_profile_predictions_loss: 1674.0632 - logcount_predictions_loss: 1.2805 302/1717 [====>.........................] - ETA: 3:41 - loss: 1725.1460 - logits_profile_predictions_loss: 1674.0550 - logcount_predictions_loss: 1.2805 303/1717 [====>.........................] - ETA: 3:41 - loss: 1725.1412 - logits_profile_predictions_loss: 1674.0488 - logcount_predictions_loss: 1.2805 304/1717 [====>.........................] - ETA: 3:41 - loss: 1725.1359 - logits_profile_predictions_loss: 1674.0422 - logcount_predictions_loss: 1.2806 305/1717 [====>.........................] - ETA: 3:41 - loss: 1725.1330 - logits_profile_predictions_loss: 1674.0380 - logcount_predictions_loss: 1.2806 306/1717 [====>.........................] - ETA: 3:41 - loss: 1725.1400 - logits_profile_predictions_loss: 1674.0434 - logcount_predictions_loss: 1.2806 307/1717 [====>.........................] - ETA: 3:41 - loss: 1725.1502 - logits_profile_predictions_loss: 1674.0518 - logcount_predictions_loss: 1.2807 308/1717 [====>.........................] - ETA: 3:41 - loss: 1725.1663 - logits_profile_predictions_loss: 1674.0663 - logcount_predictions_loss: 1.2807 309/1717 [====>.........................] - ETA: 3:40 - loss: 1725.1788 - logits_profile_predictions_loss: 1674.0772 - logcount_predictions_loss: 1.2808 310/1717 [====>.........................] - ETA: 3:40 - loss: 1725.1963 - logits_profile_predictions_loss: 1674.0933 - logcount_predictions_loss: 1.2808 311/1717 [====>.........................] - ETA: 3:40 - loss: 1725.2116 - logits_profile_predictions_loss: 1674.1071 - logcount_predictions_loss: 1.2808 312/1717 [====>.........................] - ETA: 3:40 - loss: 1725.2331 - logits_profile_predictions_loss: 1674.1274 - logcount_predictions_loss: 1.2809 313/1717 [====>.........................] - ETA: 3:40 - loss: 1725.2495 - logits_profile_predictions_loss: 1674.1425 - logcount_predictions_loss: 1.2809 314/1717 [====>.........................] - ETA: 3:40 - loss: 1725.2715 - logits_profile_predictions_loss: 1674.1635 - logcount_predictions_loss: 1.2809 315/1717 [====>.........................] - ETA: 3:39 - loss: 1725.2948 - logits_profile_predictions_loss: 1674.1860 - logcount_predictions_loss: 1.2809 316/1717 [====>.........................] - ETA: 3:39 - loss: 1725.3253 - logits_profile_predictions_loss: 1674.2155 - logcount_predictions_loss: 1.2810 317/1717 [====>.........................] - ETA: 3:39 - loss: 1725.3622 - logits_profile_predictions_loss: 1674.2514 - logcount_predictions_loss: 1.2810 318/1717 [====>.........................] - ETA: 3:39 - loss: 1725.3993 - logits_profile_predictions_loss: 1674.2877 - logcount_predictions_loss: 1.2810 319/1717 [====>.........................] - ETA: 3:39 - loss: 1725.4421 - logits_profile_predictions_loss: 1674.3294 - logcount_predictions_loss: 1.2810 320/1717 [====>.........................] - ETA: 3:39 - loss: 1725.4809 - logits_profile_predictions_loss: 1674.3674 - logcount_predictions_loss: 1.2811 321/1717 [====>.........................] - ETA: 3:39 - loss: 1725.5252 - logits_profile_predictions_loss: 1674.4110 - logcount_predictions_loss: 1.2811 322/1717 [====>.........................] - ETA: 3:38 - loss: 1725.5677 - logits_profile_predictions_loss: 1674.4527 - logcount_predictions_loss: 1.2811 323/1717 [====>.........................] - ETA: 3:38 - loss: 1725.6130 - logits_profile_predictions_loss: 1674.4972 - logcount_predictions_loss: 1.2811 324/1717 [====>.........................] - ETA: 3:38 - loss: 1725.6577 - logits_profile_predictions_loss: 1674.5411 - logcount_predictions_loss: 1.2811 325/1717 [====>.........................] - ETA: 3:38 - loss: 1725.7013 - logits_profile_predictions_loss: 1674.5842 - logcount_predictions_loss: 1.2811 326/1717 [====>.........................] - ETA: 3:38 - loss: 1725.7464 - logits_profile_predictions_loss: 1674.6285 - logcount_predictions_loss: 1.2812 327/1717 [====>.........................] - ETA: 3:38 - loss: 1725.7909 - logits_profile_predictions_loss: 1674.6724 - logcount_predictions_loss: 1.2812 328/1717 [====>.........................] - ETA: 3:37 - loss: 1725.8328 - logits_profile_predictions_loss: 1674.7136 - logcount_predictions_loss: 1.2812 329/1717 [====>.........................] - ETA: 3:37 - loss: 1725.8713 - logits_profile_predictions_loss: 1674.7516 - logcount_predictions_loss: 1.2812 330/1717 [====>.........................] - ETA: 3:37 - loss: 1725.9061 - logits_profile_predictions_loss: 1674.7861 - logcount_predictions_loss: 1.2812 331/1717 [====>.........................] - ETA: 3:37 - loss: 1725.9398 - logits_profile_predictions_loss: 1674.8196 - logcount_predictions_loss: 1.2812 332/1717 [====>.........................] - ETA: 3:37 - loss: 1725.9776 - logits_profile_predictions_loss: 1674.8569 - logcount_predictions_loss: 1.2812 333/1717 [====>.........................] - ETA: 3:37 - loss: 1726.0105 - logits_profile_predictions_loss: 1674.8895 - logcount_predictions_loss: 1.2812 334/1717 [====>.........................] - ETA: 3:36 - loss: 1726.0418 - logits_profile_predictions_loss: 1674.9203 - logcount_predictions_loss: 1.2813 335/1717 [====>.........................] - ETA: 3:36 - loss: 1726.0739 - logits_profile_predictions_loss: 1674.9518 - logcount_predictions_loss: 1.2813 336/1717 [====>.........................] - ETA: 3:36 - loss: 1726.1054 - logits_profile_predictions_loss: 1674.9829 - logcount_predictions_loss: 1.2813 337/1717 [====>.........................] - ETA: 3:36 - loss: 1726.1373 - logits_profile_predictions_loss: 1675.0144 - logcount_predictions_loss: 1.2813 338/1717 [====>.........................] - ETA: 3:36 - loss: 1726.1659 - logits_profile_predictions_loss: 1675.0428 - logcount_predictions_loss: 1.2813 339/1717 [====>.........................] - ETA: 3:36 - loss: 1726.1948 - logits_profile_predictions_loss: 1675.0712 - logcount_predictions_loss: 1.2813 340/1717 [====>.........................] - ETA: 3:36 - loss: 1726.2207 - logits_profile_predictions_loss: 1675.0969 - logcount_predictions_loss: 1.2813 341/1717 [====>.........................] - ETA: 3:35 - loss: 1726.2441 - logits_profile_predictions_loss: 1675.1199 - logcount_predictions_loss: 1.2813 342/1717 [====>.........................] - ETA: 3:35 - loss: 1726.2752 - logits_profile_predictions_loss: 1675.1504 - logcount_predictions_loss: 1.2813 343/1717 [====>.........................] - ETA: 3:35 - loss: 1726.3041 - logits_profile_predictions_loss: 1675.1786 - logcount_predictions_loss: 1.2814 344/1717 [=====>........................] - ETA: 3:35 - loss: 1726.3343 - logits_profile_predictions_loss: 1675.2081 - logcount_predictions_loss: 1.2814 345/1717 [=====>........................] - ETA: 3:35 - loss: 1726.3665 - logits_profile_predictions_loss: 1675.2395 - logcount_predictions_loss: 1.2814 346/1717 [=====>........................] - ETA: 3:35 - loss: 1726.4011 - logits_profile_predictions_loss: 1675.2732 - logcount_predictions_loss: 1.2814 347/1717 [=====>........................] - ETA: 3:34 - loss: 1726.4310 - 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3:35 - loss: 1672.7124 - logits_profile_predictions_loss: 1627.5685 - logcount_predictions_loss: 1.1314 344/1717 [=====>........................] - ETA: 3:35 - loss: 1672.6820 - logits_profile_predictions_loss: 1627.5386 - logcount_predictions_loss: 1.1314 345/1717 [=====>........................] - ETA: 3:35 - loss: 1672.6530 - logits_profile_predictions_loss: 1627.5101 - logcount_predictions_loss: 1.1314 346/1717 [=====>........................] - ETA: 3:34 - loss: 1672.6237 - logits_profile_predictions_loss: 1627.4813 - logcount_predictions_loss: 1.1314 347/1717 [=====>........................] - ETA: 3:34 - loss: 1672.5925 - logits_profile_predictions_loss: 1627.4507 - logcount_predictions_loss: 1.1314 348/1717 [=====>........................] - ETA: 3:34 - loss: 1672.5602 - logits_profile_predictions_loss: 1627.4190 - logcount_predictions_loss: 1.1314 349/1717 [=====>........................] - ETA: 3:34 - loss: 1672.5344 - logits_profile_predictions_loss: 1627.3939 - 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3:33 - loss: 1672.3724 - logits_profile_predictions_loss: 1627.2362 - logcount_predictions_loss: 1.1312 357/1717 [=====>........................] - ETA: 3:33 - loss: 1672.3549 - logits_profile_predictions_loss: 1627.2193 - logcount_predictions_loss: 1.1312 358/1717 [=====>........................] - ETA: 3:33 - loss: 1672.3418 - logits_profile_predictions_loss: 1627.2067 - logcount_predictions_loss: 1.1312 359/1717 [=====>........................] - ETA: 3:32 - loss: 1672.3280 - logits_profile_predictions_loss: 1627.1934 - logcount_predictions_loss: 1.1312 360/1717 [=====>........................] - ETA: 3:32 - loss: 1672.3169 - logits_profile_predictions_loss: 1627.1827 - logcount_predictions_loss: 1.1312 361/1717 [=====>........................] - ETA: 3:32 - loss: 1672.3070 - logits_profile_predictions_loss: 1627.1734 - logcount_predictions_loss: 1.1312 362/1717 [=====>........................] - ETA: 3:32 - loss: 1672.2977 - logits_profile_predictions_loss: 1627.1645 - 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logcount_predictions_loss: 1.1541 1715/1717 [============================>.] - ETA: 0s - loss: 1676.6559 - logits_profile_predictions_loss: 1630.6097 - logcount_predictions_loss: 1.1541 1716/1717 [============================>.] - ETA: 0s - loss: 1676.6561 - logits_profile_predictions_loss: 1630.6099 - logcount_predictions_loss: 1.1541 1717/1717 [==============================] - ETA: 0s - loss: 1676.6563 - logits_profile_predictions_loss: 1630.6101 - logcount_predictions_loss: 1.1541 1717/1717 [==============================] - 282s 164ms/step - loss: 1676.6564 - logits_profile_predictions_loss: 1630.6103 - logcount_predictions_loss: 1.1541 - val_loss: 1666.2249 - val_logits_profile_predictions_loss: 1626.5066 - val_logcount_predictions_loss: 0.9955 + +Epoch 00004: val_loss improved from 1678.06921 to 1666.22485, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 5/50 + 1/1717 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[..............................] - ETA: 4:20 - loss: 1689.4597 - logits_profile_predictions_loss: 1645.5828 - logcount_predictions_loss: 1.0997 56/1717 [..............................] - ETA: 4:20 - loss: 1688.4156 - logits_profile_predictions_loss: 1644.5382 - logcount_predictions_loss: 1.0997 57/1717 [..............................] - ETA: 4:19 - loss: 1687.3197 - logits_profile_predictions_loss: 1643.4432 - logcount_predictions_loss: 1.0997 58/1717 [>.............................] - ETA: 4:19 - loss: 1686.3734 - logits_profile_predictions_loss: 1642.4963 - logcount_predictions_loss: 1.0997 59/1717 [>.............................] - ETA: 4:19 - loss: 1685.4348 - logits_profile_predictions_loss: 1641.5573 - logcount_predictions_loss: 1.0997 60/1717 [>.............................] - ETA: 4:19 - loss: 1684.6645 - logits_profile_predictions_loss: 1640.7903 - logcount_predictions_loss: 1.0996 61/1717 [>.............................] - ETA: 4:19 - loss: 1683.8900 - 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logits_profile_predictions_loss: 1526.2916 - logcount_predictions_loss: 1.0166 182/1717 [==>...........................] - ETA: 4:00 - loss: 1566.8194 - logits_profile_predictions_loss: 1526.2512 - logcount_predictions_loss: 1.0168 183/1717 [==>...........................] - ETA: 3:59 - loss: 1566.7890 - logits_profile_predictions_loss: 1526.2138 - logcount_predictions_loss: 1.0169 184/1717 [==>...........................] - ETA: 3:59 - loss: 1566.7653 - logits_profile_predictions_loss: 1526.1836 - logcount_predictions_loss: 1.0171 185/1717 [==>...........................] - ETA: 3:59 - loss: 1566.7312 - logits_profile_predictions_loss: 1526.1432 - logcount_predictions_loss: 1.0173 186/1717 [==>...........................] - ETA: 3:59 - loss: 1566.6963 - logits_profile_predictions_loss: 1526.1022 - logcount_predictions_loss: 1.0174 187/1717 [==>...........................] - ETA: 3:59 - loss: 1566.6684 - logits_profile_predictions_loss: 1526.0684 - logcount_predictions_loss: 1.0176 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logits_profile_predictions_loss: 1528.0837 - logcount_predictions_loss: 1.0277 286/1717 [===>..........................] - ETA: 3:43 - loss: 1569.1196 - logits_profile_predictions_loss: 1528.1130 - logcount_predictions_loss: 1.0277 287/1717 [====>.........................] - ETA: 3:43 - loss: 1569.1539 - logits_profile_predictions_loss: 1528.1443 - logcount_predictions_loss: 1.0278 288/1717 [====>.........................] - ETA: 3:43 - loss: 1569.1879 - logits_profile_predictions_loss: 1528.1751 - logcount_predictions_loss: 1.0279 289/1717 [====>.........................] - ETA: 3:43 - loss: 1569.2258 - logits_profile_predictions_loss: 1528.2097 - logcount_predictions_loss: 1.0280 290/1717 [====>.........................] - ETA: 3:43 - loss: 1569.2623 - logits_profile_predictions_loss: 1528.2429 - logcount_predictions_loss: 1.0281 291/1717 [====>.........................] - ETA: 3:43 - loss: 1569.2991 - logits_profile_predictions_loss: 1528.2766 - logcount_predictions_loss: 1.0281 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logits_profile_predictions_loss: 1508.6614 - logcount_predictions_loss: 1.0008 204/1717 [==>...........................] - ETA: 3:56 - loss: 1548.5135 - logits_profile_predictions_loss: 1508.5832 - logcount_predictions_loss: 1.0008 205/1717 [==>...........................] - ETA: 3:56 - loss: 1548.4338 - logits_profile_predictions_loss: 1508.5069 - logcount_predictions_loss: 1.0007 206/1717 [==>...........................] - ETA: 3:56 - loss: 1548.3528 - logits_profile_predictions_loss: 1508.4293 - logcount_predictions_loss: 1.0006 207/1717 [==>...........................] - ETA: 3:56 - loss: 1548.2761 - logits_profile_predictions_loss: 1508.3559 - logcount_predictions_loss: 1.0005 208/1717 [==>...........................] - ETA: 3:56 - loss: 1548.2048 - logits_profile_predictions_loss: 1508.2879 - logcount_predictions_loss: 1.0004 209/1717 [==>...........................] - ETA: 3:55 - loss: 1548.1324 - logits_profile_predictions_loss: 1508.2188 - logcount_predictions_loss: 1.0003 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logits_profile_predictions_loss: 1507.8406 - logcount_predictions_loss: 0.9998 217/1717 [==>...........................] - ETA: 3:54 - loss: 1547.6805 - logits_profile_predictions_loss: 1507.7894 - logcount_predictions_loss: 0.9998 218/1717 [==>...........................] - ETA: 3:54 - loss: 1547.6259 - logits_profile_predictions_loss: 1507.7371 - logcount_predictions_loss: 0.9997 219/1717 [==>...........................] - ETA: 3:54 - loss: 1547.5650 - logits_profile_predictions_loss: 1507.6787 - logcount_predictions_loss: 0.9997 220/1717 [==>...........................] - ETA: 3:54 - loss: 1547.5069 - logits_profile_predictions_loss: 1507.6224 - logcount_predictions_loss: 0.9996 221/1717 [==>...........................] - ETA: 3:54 - loss: 1547.4486 - logits_profile_predictions_loss: 1507.5660 - logcount_predictions_loss: 0.9996 222/1717 [==>...........................] - ETA: 3:53 - loss: 1547.3888 - logits_profile_predictions_loss: 1507.5078 - logcount_predictions_loss: 0.9995 223/1717 [==>...........................] - ETA: 3:53 - loss: 1547.3286 - logits_profile_predictions_loss: 1507.4490 - logcount_predictions_loss: 0.9995 224/1717 [==>...........................] - ETA: 3:53 - loss: 1547.2644 - logits_profile_predictions_loss: 1507.3864 - logcount_predictions_loss: 0.9994 225/1717 [==>...........................] - ETA: 3:53 - loss: 1547.1988 - logits_profile_predictions_loss: 1507.3224 - logcount_predictions_loss: 0.9994 226/1717 [==>...........................] - ETA: 3:53 - loss: 1547.1486 - logits_profile_predictions_loss: 1507.2736 - logcount_predictions_loss: 0.9994 227/1717 [==>...........................] - ETA: 3:53 - loss: 1547.0994 - logits_profile_predictions_loss: 1507.2259 - logcount_predictions_loss: 0.9993 228/1717 [==>...........................] - ETA: 3:52 - loss: 1547.0451 - logits_profile_predictions_loss: 1507.1731 - logcount_predictions_loss: 0.9993 229/1717 [===>..........................] - ETA: 3:52 - loss: 1547.0001 - logits_profile_predictions_loss: 1507.1296 - logcount_predictions_loss: 0.9993 230/1717 [===>..........................] - ETA: 3:52 - loss: 1546.9553 - logits_profile_predictions_loss: 1507.0863 - logcount_predictions_loss: 0.9992 231/1717 [===>..........................] - ETA: 3:52 - loss: 1546.9200 - logits_profile_predictions_loss: 1507.0526 - logcount_predictions_loss: 0.9992 232/1717 [===>..........................] - ETA: 3:52 - loss: 1546.8916 - logits_profile_predictions_loss: 1507.0258 - logcount_predictions_loss: 0.9991 233/1717 [===>..........................] - ETA: 3:52 - loss: 1546.8630 - logits_profile_predictions_loss: 1506.9988 - logcount_predictions_loss: 0.9991 234/1717 [===>..........................] - ETA: 3:52 - loss: 1546.8405 - logits_profile_predictions_loss: 1506.9778 - logcount_predictions_loss: 0.9991 235/1717 [===>..........................] - ETA: 3:51 - loss: 1546.8104 - logits_profile_predictions_loss: 1506.9495 - logcount_predictions_loss: 0.9990 236/1717 [===>..........................] - ETA: 3:51 - loss: 1546.7929 - logits_profile_predictions_loss: 1506.9339 - logcount_predictions_loss: 0.9990 237/1717 [===>..........................] - ETA: 3:51 - loss: 1546.7774 - logits_profile_predictions_loss: 1506.9204 - logcount_predictions_loss: 0.9989 238/1717 [===>..........................] - ETA: 3:51 - loss: 1546.7699 - logits_profile_predictions_loss: 1506.9151 - logcount_predictions_loss: 0.9989 239/1717 [===>..........................] - ETA: 3:51 - loss: 1546.7650 - logits_profile_predictions_loss: 1506.9123 - logcount_predictions_loss: 0.9988 240/1717 [===>..........................] - ETA: 3:51 - loss: 1546.7655 - logits_profile_predictions_loss: 1506.9149 - logcount_predictions_loss: 0.9988 241/1717 [===>..........................] - ETA: 3:50 - loss: 1546.7610 - logits_profile_predictions_loss: 1506.9126 - logcount_predictions_loss: 0.9987 242/1717 [===>..........................] - ETA: 3:50 - loss: 1546.7500 - logits_profile_predictions_loss: 1506.9039 - logcount_predictions_loss: 0.9986 243/1717 [===>..........................] - ETA: 3:50 - loss: 1546.7360 - logits_profile_predictions_loss: 1506.8920 - logcount_predictions_loss: 0.9986 244/1717 [===>..........................] - ETA: 3:50 - loss: 1546.7274 - logits_profile_predictions_loss: 1506.8855 - logcount_predictions_loss: 0.9985 245/1717 [===>..........................] - ETA: 3:50 - loss: 1546.7211 - logits_profile_predictions_loss: 1506.8813 - logcount_predictions_loss: 0.9985 246/1717 [===>..........................] - ETA: 3:50 - loss: 1546.7235 - logits_profile_predictions_loss: 1506.8853 - logcount_predictions_loss: 0.9984 247/1717 [===>..........................] - ETA: 3:50 - loss: 1546.7209 - logits_profile_predictions_loss: 1506.8847 - logcount_predictions_loss: 0.9984 248/1717 [===>..........................] - ETA: 3:49 - loss: 1546.7278 - logits_profile_predictions_loss: 1506.8931 - logcount_predictions_loss: 0.9984 249/1717 [===>..........................] - ETA: 3:49 - loss: 1546.7372 - logits_profile_predictions_loss: 1506.9039 - logcount_predictions_loss: 0.9983 250/1717 [===>..........................] - ETA: 3:49 - loss: 1546.7414 - logits_profile_predictions_loss: 1506.9097 - logcount_predictions_loss: 0.9983 251/1717 [===>..........................] - ETA: 3:49 - loss: 1546.7459 - logits_profile_predictions_loss: 1506.9160 - logcount_predictions_loss: 0.9982 252/1717 [===>..........................] - ETA: 3:49 - loss: 1546.7512 - logits_profile_predictions_loss: 1506.9230 - logcount_predictions_loss: 0.9982 253/1717 [===>..........................] - ETA: 3:49 - loss: 1546.7560 - logits_profile_predictions_loss: 1506.9295 - logcount_predictions_loss: 0.9982 254/1717 [===>..........................] - ETA: 3:48 - loss: 1546.7561 - logits_profile_predictions_loss: 1506.9313 - logcount_predictions_loss: 0.9981 255/1717 [===>..........................] - ETA: 3:48 - loss: 1546.7566 - logits_profile_predictions_loss: 1506.9337 - logcount_predictions_loss: 0.9981 256/1717 [===>..........................] - ETA: 3:48 - loss: 1546.7710 - logits_profile_predictions_loss: 1506.9496 - logcount_predictions_loss: 0.9980 257/1717 [===>..........................] - ETA: 3:48 - loss: 1546.7797 - logits_profile_predictions_loss: 1506.9600 - logcount_predictions_loss: 0.9980 258/1717 [===>..........................] - ETA: 3:48 - loss: 1546.7883 - logits_profile_predictions_loss: 1506.9704 - logcount_predictions_loss: 0.9979 259/1717 [===>..........................] - ETA: 3:48 - loss: 1546.7944 - logits_profile_predictions_loss: 1506.9783 - logcount_predictions_loss: 0.9979 260/1717 [===>..........................] - ETA: 3:48 - loss: 1546.7980 - logits_profile_predictions_loss: 1506.9836 - logcount_predictions_loss: 0.9979 261/1717 [===>..........................] - ETA: 3:47 - loss: 1546.8032 - logits_profile_predictions_loss: 1506.9904 - logcount_predictions_loss: 0.9978 262/1717 [===>..........................] - ETA: 3:47 - loss: 1546.8083 - logits_profile_predictions_loss: 1506.9971 - logcount_predictions_loss: 0.9978 263/1717 [===>..........................] - ETA: 3:47 - loss: 1546.8188 - logits_profile_predictions_loss: 1507.0088 - logcount_predictions_loss: 0.9977 264/1717 [===>..........................] - ETA: 3:47 - loss: 1546.8225 - logits_profile_predictions_loss: 1507.0138 - logcount_predictions_loss: 0.9977 265/1717 [===>..........................] - ETA: 3:47 - loss: 1546.8307 - logits_profile_predictions_loss: 1507.0233 - logcount_predictions_loss: 0.9977 266/1717 [===>..........................] - ETA: 3:47 - loss: 1546.8415 - logits_profile_predictions_loss: 1507.0355 - logcount_predictions_loss: 0.9976 267/1717 [===>..........................] - ETA: 3:46 - loss: 1546.8566 - logits_profile_predictions_loss: 1507.0519 - logcount_predictions_loss: 0.9976 268/1717 [===>..........................] - ETA: 3:46 - loss: 1546.8723 - logits_profile_predictions_loss: 1507.0689 - logcount_predictions_loss: 0.9976 269/1717 [===>..........................] - ETA: 3:46 - loss: 1546.8800 - logits_profile_predictions_loss: 1507.0781 - logcount_predictions_loss: 0.9975 270/1717 [===>..........................] - ETA: 3:46 - loss: 1546.8833 - logits_profile_predictions_loss: 1507.0828 - logcount_predictions_loss: 0.9975 271/1717 [===>..........................] - ETA: 3:46 - loss: 1546.8875 - logits_profile_predictions_loss: 1507.0882 - logcount_predictions_loss: 0.9975 272/1717 [===>..........................] - ETA: 3:46 - loss: 1546.8855 - logits_profile_predictions_loss: 1507.0875 - logcount_predictions_loss: 0.9974 273/1717 [===>..........................] - ETA: 3:45 - loss: 1546.8832 - logits_profile_predictions_loss: 1507.0866 - logcount_predictions_loss: 0.9974 274/1717 [===>..........................] - ETA: 3:45 - loss: 1546.8815 - logits_profile_predictions_loss: 1507.0860 - logcount_predictions_loss: 0.9974 275/1717 [===>..........................] - ETA: 3:45 - loss: 1546.8779 - logits_profile_predictions_loss: 1507.0837 - logcount_predictions_loss: 0.9973 276/1717 [===>..........................] - ETA: 3:45 - loss: 1546.8765 - logits_profile_predictions_loss: 1507.0836 - logcount_predictions_loss: 0.9973 277/1717 [===>..........................] - ETA: 3:45 - loss: 1546.8737 - logits_profile_predictions_loss: 1507.0822 - logcount_predictions_loss: 0.9973 278/1717 [===>..........................] - ETA: 3:45 - loss: 1546.8651 - logits_profile_predictions_loss: 1507.0754 - logcount_predictions_loss: 0.9972 279/1717 [===>..........................] - ETA: 3:45 - loss: 1546.8595 - logits_profile_predictions_loss: 1507.0712 - logcount_predictions_loss: 0.9972 280/1717 [===>..........................] - ETA: 3:44 - loss: 1546.8558 - logits_profile_predictions_loss: 1507.0690 - logcount_predictions_loss: 0.9972 281/1717 [===>..........................] - ETA: 3:44 - loss: 1546.8525 - logits_profile_predictions_loss: 1507.0671 - logcount_predictions_loss: 0.9971 282/1717 [===>..........................] - ETA: 3:44 - loss: 1546.8574 - logits_profile_predictions_loss: 1507.0734 - logcount_predictions_loss: 0.9971 283/1717 [===>..........................] - ETA: 3:44 - loss: 1546.8649 - logits_profile_predictions_loss: 1507.0824 - logcount_predictions_loss: 0.9971 284/1717 [===>..........................] - ETA: 3:44 - loss: 1546.8792 - logits_profile_predictions_loss: 1507.0982 - logcount_predictions_loss: 0.9970 285/1717 [===>..........................] - ETA: 3:44 - loss: 1546.8894 - logits_profile_predictions_loss: 1507.1097 - logcount_predictions_loss: 0.9970 286/1717 [===>..........................] - ETA: 3:43 - loss: 1546.9019 - logits_profile_predictions_loss: 1507.1236 - logcount_predictions_loss: 0.9969 287/1717 [====>.........................] - ETA: 3:43 - loss: 1546.9211 - logits_profile_predictions_loss: 1507.1444 - logcount_predictions_loss: 0.9969 288/1717 [====>.........................] - ETA: 3:43 - loss: 1546.9389 - logits_profile_predictions_loss: 1507.1636 - logcount_predictions_loss: 0.9969 289/1717 [====>.........................] - ETA: 3:43 - loss: 1546.9579 - logits_profile_predictions_loss: 1507.1839 - logcount_predictions_loss: 0.9968 290/1717 [====>.........................] - ETA: 3:43 - loss: 1546.9729 - logits_profile_predictions_loss: 1507.2003 - logcount_predictions_loss: 0.9968 291/1717 [====>.........................] - ETA: 3:43 - loss: 1546.9869 - logits_profile_predictions_loss: 1507.2158 - logcount_predictions_loss: 0.9968 292/1717 [====>.........................] - ETA: 3:43 - loss: 1546.9994 - logits_profile_predictions_loss: 1507.2299 - logcount_predictions_loss: 0.9967 293/1717 [====>.........................] - ETA: 3:42 - loss: 1547.0141 - logits_profile_predictions_loss: 1507.2461 - logcount_predictions_loss: 0.9967 294/1717 [====>.........................] - ETA: 3:42 - loss: 1547.0284 - logits_profile_predictions_loss: 1507.2618 - logcount_predictions_loss: 0.9967 295/1717 [====>.........................] - ETA: 3:42 - loss: 1547.0408 - logits_profile_predictions_loss: 1507.2755 - logcount_predictions_loss: 0.9966 296/1717 [====>.........................] - ETA: 3:42 - loss: 1547.0509 - logits_profile_predictions_loss: 1507.2870 - logcount_predictions_loss: 0.9966 297/1717 [====>.........................] - ETA: 3:42 - loss: 1547.0591 - logits_profile_predictions_loss: 1507.2966 - logcount_predictions_loss: 0.9966 298/1717 [====>.........................] - ETA: 3:42 - loss: 1547.0654 - logits_profile_predictions_loss: 1507.3042 - logcount_predictions_loss: 0.9965 299/1717 [====>.........................] - ETA: 3:41 - loss: 1547.0711 - logits_profile_predictions_loss: 1507.3112 - logcount_predictions_loss: 0.9965 300/1717 [====>.........................] - ETA: 3:41 - loss: 1547.0757 - logits_profile_predictions_loss: 1507.3172 - logcount_predictions_loss: 0.9965 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logits_profile_predictions_loss: 1507.3541 - logcount_predictions_loss: 0.9962 308/1717 [====>.........................] - ETA: 3:40 - loss: 1547.1025 - logits_profile_predictions_loss: 1507.3558 - logcount_predictions_loss: 0.9962 309/1717 [====>.........................] - ETA: 3:40 - loss: 1547.1063 - logits_profile_predictions_loss: 1507.3609 - logcount_predictions_loss: 0.9961 310/1717 [====>.........................] - ETA: 3:40 - loss: 1547.1106 - logits_profile_predictions_loss: 1507.3667 - logcount_predictions_loss: 0.9961 311/1717 [====>.........................] - ETA: 3:40 - loss: 1547.1155 - logits_profile_predictions_loss: 1507.3730 - logcount_predictions_loss: 0.9961 312/1717 [====>.........................] - ETA: 3:39 - loss: 1547.1220 - logits_profile_predictions_loss: 1507.3808 - logcount_predictions_loss: 0.9960 313/1717 [====>.........................] - ETA: 3:39 - loss: 1547.1314 - logits_profile_predictions_loss: 1507.3916 - logcount_predictions_loss: 0.9960 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[..............................] - ETA: 4:19 - loss: 1617.0511 - logits_profile_predictions_loss: 1576.6236 - logcount_predictions_loss: 1.0132 58/1717 [>.............................] - ETA: 4:19 - loss: 1615.9630 - logits_profile_predictions_loss: 1575.5595 - logcount_predictions_loss: 1.0126 59/1717 [>.............................] - ETA: 4:19 - loss: 1614.7648 - logits_profile_predictions_loss: 1574.3857 - logcount_predictions_loss: 1.0120 60/1717 [>.............................] - ETA: 4:19 - loss: 1613.6243 - logits_profile_predictions_loss: 1573.2684 - logcount_predictions_loss: 1.0114 61/1717 [>.............................] - ETA: 4:18 - loss: 1612.4290 - logits_profile_predictions_loss: 1572.0967 - logcount_predictions_loss: 1.0108 62/1717 [>.............................] - ETA: 4:18 - loss: 1611.1468 - logits_profile_predictions_loss: 1570.8389 - logcount_predictions_loss: 1.0102 63/1717 [>.............................] - ETA: 4:18 - loss: 1609.8528 - 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logits_profile_predictions_loss: 1510.6714 - logcount_predictions_loss: 0.9975 337/1717 [====>.........................] - ETA: 3:36 - loss: 1550.4097 - logits_profile_predictions_loss: 1510.6088 - logcount_predictions_loss: 0.9975 338/1717 [====>.........................] - ETA: 3:36 - loss: 1550.3453 - logits_profile_predictions_loss: 1510.5449 - logcount_predictions_loss: 0.9975 339/1717 [====>.........................] - ETA: 3:35 - loss: 1550.2808 - logits_profile_predictions_loss: 1510.4810 - logcount_predictions_loss: 0.9975 340/1717 [====>.........................] - ETA: 3:35 - loss: 1550.2189 - logits_profile_predictions_loss: 1510.4198 - logcount_predictions_loss: 0.9975 341/1717 [====>.........................] - ETA: 3:35 - loss: 1550.1600 - logits_profile_predictions_loss: 1510.3616 - logcount_predictions_loss: 0.9975 342/1717 [====>.........................] - ETA: 3:35 - loss: 1550.1056 - logits_profile_predictions_loss: 1510.3078 - logcount_predictions_loss: 0.9975 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3:48 - loss: 1501.3569 - logits_profile_predictions_loss: 1465.5425 - logcount_predictions_loss: 0.8976 256/1717 [===>..........................] - ETA: 3:48 - loss: 1501.3192 - logits_profile_predictions_loss: 1465.5020 - logcount_predictions_loss: 0.8977 257/1717 [===>..........................] - ETA: 3:48 - loss: 1501.2774 - logits_profile_predictions_loss: 1465.4576 - logcount_predictions_loss: 0.8977 258/1717 [===>..........................] - ETA: 3:48 - loss: 1501.2347 - logits_profile_predictions_loss: 1465.4122 - logcount_predictions_loss: 0.8978 259/1717 [===>..........................] - ETA: 3:48 - loss: 1501.1911 - logits_profile_predictions_loss: 1465.3661 - logcount_predictions_loss: 0.8979 260/1717 [===>..........................] - ETA: 3:48 - loss: 1501.1475 - logits_profile_predictions_loss: 1465.3200 - logcount_predictions_loss: 0.8979 261/1717 [===>..........................] - ETA: 3:47 - loss: 1501.1040 - logits_profile_predictions_loss: 1465.2741 - 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3:46 - loss: 1500.8865 - logits_profile_predictions_loss: 1465.0397 - logcount_predictions_loss: 0.8984 269/1717 [===>..........................] - ETA: 3:46 - loss: 1500.8614 - logits_profile_predictions_loss: 1465.0124 - logcount_predictions_loss: 0.8985 270/1717 [===>..........................] - ETA: 3:46 - loss: 1500.8373 - logits_profile_predictions_loss: 1464.9860 - logcount_predictions_loss: 0.8985 271/1717 [===>..........................] - ETA: 3:46 - loss: 1500.8149 - logits_profile_predictions_loss: 1464.9614 - logcount_predictions_loss: 0.8986 272/1717 [===>..........................] - ETA: 3:46 - loss: 1500.7991 - logits_profile_predictions_loss: 1464.9432 - logcount_predictions_loss: 0.8986 273/1717 [===>..........................] - ETA: 3:46 - loss: 1500.7815 - logits_profile_predictions_loss: 1464.9233 - logcount_predictions_loss: 0.8987 274/1717 [===>..........................] - ETA: 3:45 - loss: 1500.7671 - logits_profile_predictions_loss: 1464.9062 - 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3:44 - loss: 1500.7023 - logits_profile_predictions_loss: 1464.8208 - logcount_predictions_loss: 0.8993 282/1717 [===>..........................] - ETA: 3:44 - loss: 1500.6986 - logits_profile_predictions_loss: 1464.8137 - logcount_predictions_loss: 0.8994 283/1717 [===>..........................] - ETA: 3:44 - loss: 1500.6947 - logits_profile_predictions_loss: 1464.8062 - logcount_predictions_loss: 0.8995 284/1717 [===>..........................] - ETA: 3:44 - loss: 1500.6915 - logits_profile_predictions_loss: 1464.7995 - logcount_predictions_loss: 0.8996 285/1717 [===>..........................] - ETA: 3:44 - loss: 1500.6901 - logits_profile_predictions_loss: 1464.7945 - logcount_predictions_loss: 0.8996 286/1717 [===>..........................] - ETA: 3:44 - loss: 1500.6851 - logits_profile_predictions_loss: 1464.7860 - logcount_predictions_loss: 0.8997 287/1717 [====>.........................] - ETA: 3:43 - loss: 1500.6771 - logits_profile_predictions_loss: 1464.7744 - 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3:36 - loss: 1500.5880 - logits_profile_predictions_loss: 1464.5335 - logcount_predictions_loss: 0.9036 334/1717 [====>.........................] - ETA: 3:36 - loss: 1500.5761 - logits_profile_predictions_loss: 1464.5185 - logcount_predictions_loss: 0.9037 335/1717 [====>.........................] - ETA: 3:36 - loss: 1500.5619 - logits_profile_predictions_loss: 1464.5013 - logcount_predictions_loss: 0.9038 336/1717 [====>.........................] - ETA: 3:36 - loss: 1500.5473 - logits_profile_predictions_loss: 1464.4837 - logcount_predictions_loss: 0.9039 337/1717 [====>.........................] - ETA: 3:36 - loss: 1500.5338 - logits_profile_predictions_loss: 1464.4672 - logcount_predictions_loss: 0.9039 338/1717 [====>.........................] - ETA: 3:35 - loss: 1500.5205 - logits_profile_predictions_loss: 1464.4510 - logcount_predictions_loss: 0.9040 339/1717 [====>.........................] - ETA: 3:35 - loss: 1500.5055 - logits_profile_predictions_loss: 1464.4331 - logcount_predictions_loss: 0.9041 340/1717 [====>.........................] - ETA: 3:35 - loss: 1500.4909 - logits_profile_predictions_loss: 1464.4156 - logcount_predictions_loss: 0.9042 341/1717 [====>.........................] - ETA: 3:35 - loss: 1500.4766 - logits_profile_predictions_loss: 1464.3985 - logcount_predictions_loss: 0.9042 342/1717 [====>.........................] - ETA: 3:35 - loss: 1500.4609 - logits_profile_predictions_loss: 1464.3799 - logcount_predictions_loss: 0.9043 343/1717 [====>.........................] - ETA: 3:35 - loss: 1500.4410 - logits_profile_predictions_loss: 1464.3572 - logcount_predictions_loss: 0.9044 344/1717 [=====>........................] - ETA: 3:35 - loss: 1500.4183 - logits_profile_predictions_loss: 1464.3318 - logcount_predictions_loss: 0.9044 345/1717 [=====>........................] - ETA: 3:34 - loss: 1500.3932 - logits_profile_predictions_loss: 1464.3042 - logcount_predictions_loss: 0.9045 346/1717 [=====>........................] - ETA: 3:34 - loss: 1500.3673 - logits_profile_predictions_loss: 1464.2757 - logcount_predictions_loss: 0.9046 347/1717 [=====>........................] - ETA: 3:34 - loss: 1500.3398 - logits_profile_predictions_loss: 1464.2456 - logcount_predictions_loss: 0.9046 348/1717 [=====>........................] - ETA: 3:34 - loss: 1500.3131 - logits_profile_predictions_loss: 1464.2163 - logcount_predictions_loss: 0.9047 349/1717 [=====>........................] - ETA: 3:34 - loss: 1500.2833 - logits_profile_predictions_loss: 1464.1841 - logcount_predictions_loss: 0.9048 350/1717 [=====>........................] - ETA: 3:34 - loss: 1500.2511 - logits_profile_predictions_loss: 1464.1495 - logcount_predictions_loss: 0.9048 351/1717 [=====>........................] - ETA: 3:33 - loss: 1500.2186 - logits_profile_predictions_loss: 1464.1146 - logcount_predictions_loss: 0.9049 352/1717 [=====>........................] - ETA: 3:33 - loss: 1500.1897 - logits_profile_predictions_loss: 1464.0832 - logcount_predictions_loss: 0.9049 353/1717 [=====>........................] - ETA: 3:33 - loss: 1500.1613 - logits_profile_predictions_loss: 1464.0524 - logcount_predictions_loss: 0.9050 354/1717 [=====>........................] - ETA: 3:33 - loss: 1500.1333 - logits_profile_predictions_loss: 1464.0220 - logcount_predictions_loss: 0.9051 355/1717 [=====>........................] - ETA: 3:33 - loss: 1500.1045 - logits_profile_predictions_loss: 1463.9907 - logcount_predictions_loss: 0.9051 356/1717 [=====>........................] - ETA: 3:33 - loss: 1500.0768 - logits_profile_predictions_loss: 1463.9605 - logcount_predictions_loss: 0.9052 357/1717 [=====>........................] - ETA: 3:33 - loss: 1500.0505 - logits_profile_predictions_loss: 1463.9317 - logcount_predictions_loss: 0.9052 358/1717 [=====>........................] - ETA: 3:32 - loss: 1500.0225 - logits_profile_predictions_loss: 1463.9011 - logcount_predictions_loss: 0.9053 359/1717 [=====>........................] - ETA: 3:32 - loss: 1499.9955 - logits_profile_predictions_loss: 1463.8716 - logcount_predictions_loss: 0.9054 360/1717 [=====>........................] - ETA: 3:32 - loss: 1499.9656 - logits_profile_predictions_loss: 1463.8393 - logcount_predictions_loss: 0.9054 361/1717 [=====>........................] - ETA: 3:32 - loss: 1499.9340 - logits_profile_predictions_loss: 1463.8052 - logcount_predictions_loss: 0.9055 362/1717 [=====>........................] - ETA: 3:32 - loss: 1499.9016 - logits_profile_predictions_loss: 1463.7703 - logcount_predictions_loss: 0.9056 363/1717 [=====>........................] - ETA: 3:32 - loss: 1499.8726 - logits_profile_predictions_loss: 1463.7387 - logcount_predictions_loss: 0.9056 364/1717 [=====>........................] - ETA: 3:31 - loss: 1499.8440 - logits_profile_predictions_loss: 1463.7074 - logcount_predictions_loss: 0.9057 365/1717 [=====>........................] - ETA: 3:31 - loss: 1499.8151 - logits_profile_predictions_loss: 1463.6758 - logcount_predictions_loss: 0.9058 366/1717 [=====>........................] - ETA: 3:31 - loss: 1499.7847 - logits_profile_predictions_loss: 1463.6427 - logcount_predictions_loss: 0.9058 367/1717 [=====>........................] - ETA: 3:31 - loss: 1499.7528 - logits_profile_predictions_loss: 1463.6082 - logcount_predictions_loss: 0.9059 368/1717 [=====>........................] - ETA: 3:31 - loss: 1499.7189 - logits_profile_predictions_loss: 1463.5717 - logcount_predictions_loss: 0.9060 369/1717 [=====>........................] - ETA: 3:31 - loss: 1499.6851 - logits_profile_predictions_loss: 1463.5353 - logcount_predictions_loss: 0.9060 370/1717 [=====>........................] - ETA: 3:30 - loss: 1499.6497 - logits_profile_predictions_loss: 1463.4973 - logcount_predictions_loss: 0.9061 371/1717 [=====>........................] - ETA: 3:30 - loss: 1499.6151 - logits_profile_predictions_loss: 1463.4601 - logcount_predictions_loss: 0.9062 372/1717 [=====>........................] - ETA: 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[..............................] - ETA: 4:37 - loss: 1416.1794 - logits_profile_predictions_loss: 1366.6263 - logcount_predictions_loss: 1.2419 5/1717 [..............................] - ETA: 4:34 - loss: 1434.6319 - logits_profile_predictions_loss: 1386.8292 - logcount_predictions_loss: 1.1981 6/1717 [..............................] - ETA: 4:33 - loss: 1443.2429 - logits_profile_predictions_loss: 1396.7999 - logcount_predictions_loss: 1.1640 7/1717 [..............................] - ETA: 4:32 - loss: 1448.8076 - logits_profile_predictions_loss: 1403.3884 - logcount_predictions_loss: 1.1383 8/1717 [..............................] - ETA: 4:30 - loss: 1460.1718 - logits_profile_predictions_loss: 1415.6303 - logcount_predictions_loss: 1.1163 9/1717 [..............................] - ETA: 4:30 - loss: 1469.4862 - logits_profile_predictions_loss: 1425.5471 - logcount_predictions_loss: 1.1012 10/1717 [..............................] - ETA: 4:29 - loss: 1474.5250 - 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[..............................] - ETA: 4:20 - loss: 1511.3996 - logits_profile_predictions_loss: 1472.1764 - logcount_predictions_loss: 0.9830 57/1717 [..............................] - ETA: 4:20 - loss: 1511.1702 - logits_profile_predictions_loss: 1471.9697 - logcount_predictions_loss: 0.9825 58/1717 [>.............................] - ETA: 4:20 - loss: 1510.9130 - logits_profile_predictions_loss: 1471.7348 - logcount_predictions_loss: 0.9819 59/1717 [>.............................] - ETA: 4:19 - loss: 1510.7076 - logits_profile_predictions_loss: 1471.5526 - logcount_predictions_loss: 0.9813 60/1717 [>.............................] - ETA: 4:19 - loss: 1510.5623 - logits_profile_predictions_loss: 1471.4308 - logcount_predictions_loss: 0.9807 61/1717 [>.............................] - ETA: 4:19 - loss: 1510.3968 - logits_profile_predictions_loss: 1471.2904 - logcount_predictions_loss: 0.9801 62/1717 [>.............................] - ETA: 4:19 - loss: 1510.1831 - 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logits_profile_predictions_loss: 1462.7502 - logcount_predictions_loss: 0.9358 362/1717 [=====>........................] - ETA: 3:32 - loss: 1500.1380 - logits_profile_predictions_loss: 1462.8000 - logcount_predictions_loss: 0.9358 363/1717 [=====>........................] - ETA: 3:32 - loss: 1500.1902 - logits_profile_predictions_loss: 1462.8522 - logcount_predictions_loss: 0.9358 364/1717 [=====>........................] - ETA: 3:31 - loss: 1500.2437 - logits_profile_predictions_loss: 1462.9059 - logcount_predictions_loss: 0.9358 365/1717 [=====>........................] - ETA: 3:31 - loss: 1500.2983 - logits_profile_predictions_loss: 1462.9605 - logcount_predictions_loss: 0.9358 366/1717 [=====>........................] - ETA: 3:31 - loss: 1500.3533 - logits_profile_predictions_loss: 1463.0156 - logcount_predictions_loss: 0.9358 367/1717 [=====>........................] - ETA: 3:31 - loss: 1500.4059 - logits_profile_predictions_loss: 1463.0681 - logcount_predictions_loss: 0.9358 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logits_profile_predictions_loss: 1463.4181 - logcount_predictions_loss: 0.9358 375/1717 [=====>........................] - ETA: 3:30 - loss: 1500.8048 - logits_profile_predictions_loss: 1463.4670 - logcount_predictions_loss: 0.9358 376/1717 [=====>........................] - ETA: 3:30 - loss: 1500.8518 - logits_profile_predictions_loss: 1463.5141 - logcount_predictions_loss: 0.9358 377/1717 [=====>........................] - ETA: 3:29 - loss: 1500.9021 - logits_profile_predictions_loss: 1463.5644 - logcount_predictions_loss: 0.9358 378/1717 [=====>........................] - ETA: 3:29 - loss: 1500.9522 - logits_profile_predictions_loss: 1463.6147 - logcount_predictions_loss: 0.9358 379/1717 [=====>........................] - ETA: 3:29 - loss: 1501.0014 - logits_profile_predictions_loss: 1463.6640 - logcount_predictions_loss: 0.9358 380/1717 [=====>........................] - ETA: 3:29 - loss: 1501.0499 - logits_profile_predictions_loss: 1463.7127 - logcount_predictions_loss: 0.9358 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logits_profile_predictions_loss: 1464.0211 - logcount_predictions_loss: 0.9357 388/1717 [=====>........................] - ETA: 3:28 - loss: 1501.3977 - logits_profile_predictions_loss: 1464.0618 - logcount_predictions_loss: 0.9357 389/1717 [=====>........................] - ETA: 3:28 - loss: 1501.4390 - logits_profile_predictions_loss: 1464.1034 - logcount_predictions_loss: 0.9357 390/1717 [=====>........................] - ETA: 3:27 - loss: 1501.4818 - logits_profile_predictions_loss: 1464.1463 - logcount_predictions_loss: 0.9357 391/1717 [=====>........................] - ETA: 3:27 - loss: 1501.5245 - logits_profile_predictions_loss: 1464.1891 - logcount_predictions_loss: 0.9357 392/1717 [=====>........................] - ETA: 3:27 - loss: 1501.5666 - logits_profile_predictions_loss: 1464.2312 - logcount_predictions_loss: 0.9357 393/1717 [=====>........................] - ETA: 3:27 - loss: 1501.6076 - logits_profile_predictions_loss: 1464.2723 - logcount_predictions_loss: 0.9357 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loss: 1519.9864 - logits_profile_predictions_loss: 1482.2833 - logcount_predictions_loss: 0.9449 1714/1717 [============================>.] - ETA: 0s - loss: 1519.9859 - logits_profile_predictions_loss: 1482.2829 - logcount_predictions_loss: 0.9449 1715/1717 [============================>.] - ETA: 0s - loss: 1519.9855 - logits_profile_predictions_loss: 1482.2824 - logcount_predictions_loss: 0.9449 1716/1717 [============================>.] - ETA: 0s - loss: 1519.9851 - logits_profile_predictions_loss: 1482.2821 - logcount_predictions_loss: 0.9449 1717/1717 [==============================] - ETA: 0s - loss: 1519.9848 - logits_profile_predictions_loss: 1482.2818 - logcount_predictions_loss: 0.9449 1717/1717 [==============================] - 282s 164ms/step - loss: 1519.9845 - logits_profile_predictions_loss: 1482.2815 - logcount_predictions_loss: 0.9449 - val_loss: 1648.2294 - val_logits_profile_predictions_loss: 1613.3885 - val_logcount_predictions_loss: 0.8732 + +Epoch 00011: val_loss 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logits_profile_predictions_loss: 1463.7389 - logcount_predictions_loss: 0.9059 193/1717 [==>...........................] - ETA: 3:58 - loss: 1499.9132 - logits_profile_predictions_loss: 1463.7692 - logcount_predictions_loss: 0.9059 194/1717 [==>...........................] - ETA: 3:58 - loss: 1499.9474 - logits_profile_predictions_loss: 1463.8038 - logcount_predictions_loss: 0.9059 195/1717 [==>...........................] - ETA: 3:58 - loss: 1499.9786 - logits_profile_predictions_loss: 1463.8352 - logcount_predictions_loss: 0.9058 196/1717 [==>...........................] - ETA: 3:57 - loss: 1500.0073 - logits_profile_predictions_loss: 1463.8643 - logcount_predictions_loss: 0.9058 197/1717 [==>...........................] - ETA: 3:57 - loss: 1500.0258 - logits_profile_predictions_loss: 1463.8834 - logcount_predictions_loss: 0.9058 198/1717 [==>...........................] - ETA: 3:57 - loss: 1500.0418 - logits_profile_predictions_loss: 1463.9002 - logcount_predictions_loss: 0.9058 199/1717 [==>...........................] - ETA: 3:57 - loss: 1500.0468 - logits_profile_predictions_loss: 1463.9061 - logcount_predictions_loss: 0.9058 200/1717 [==>...........................] - ETA: 3:57 - loss: 1500.0459 - logits_profile_predictions_loss: 1463.9061 - logcount_predictions_loss: 0.9058 201/1717 [==>...........................] - ETA: 3:57 - loss: 1500.0433 - logits_profile_predictions_loss: 1463.9047 - logcount_predictions_loss: 0.9057 202/1717 [==>...........................] - ETA: 3:56 - loss: 1500.0428 - logits_profile_predictions_loss: 1463.9052 - logcount_predictions_loss: 0.9057 203/1717 [==>...........................] - ETA: 3:56 - loss: 1500.0446 - logits_profile_predictions_loss: 1463.9079 - logcount_predictions_loss: 0.9057 204/1717 [==>...........................] - ETA: 3:56 - loss: 1500.0466 - logits_profile_predictions_loss: 1463.9108 - logcount_predictions_loss: 0.9057 205/1717 [==>...........................] - ETA: 3:56 - loss: 1500.0514 - logits_profile_predictions_loss: 1463.9164 - logcount_predictions_loss: 0.9056 206/1717 [==>...........................] - ETA: 3:56 - loss: 1500.0645 - logits_profile_predictions_loss: 1463.9302 - logcount_predictions_loss: 0.9056 207/1717 [==>...........................] - ETA: 3:56 - loss: 1500.0781 - logits_profile_predictions_loss: 1463.9445 - logcount_predictions_loss: 0.9056 208/1717 [==>...........................] - ETA: 3:56 - loss: 1500.0799 - logits_profile_predictions_loss: 1463.9471 - logcount_predictions_loss: 0.9056 209/1717 [==>...........................] - ETA: 3:55 - loss: 1500.0856 - logits_profile_predictions_loss: 1463.9540 - logcount_predictions_loss: 0.9056 210/1717 [==>...........................] - ETA: 3:55 - loss: 1500.0918 - logits_profile_predictions_loss: 1463.9611 - logcount_predictions_loss: 0.9055 211/1717 [==>...........................] - ETA: 3:55 - loss: 1500.0916 - logits_profile_predictions_loss: 1463.9618 - logcount_predictions_loss: 0.9055 212/1717 [==>...........................] - ETA: 3:55 - loss: 1500.0853 - logits_profile_predictions_loss: 1463.9565 - logcount_predictions_loss: 0.9055 213/1717 [==>...........................] - ETA: 3:55 - loss: 1500.0798 - logits_profile_predictions_loss: 1463.9519 - logcount_predictions_loss: 0.9055 214/1717 [==>...........................] - ETA: 3:55 - loss: 1500.0712 - logits_profile_predictions_loss: 1463.9442 - logcount_predictions_loss: 0.9054 215/1717 [==>...........................] - ETA: 3:54 - loss: 1500.0619 - logits_profile_predictions_loss: 1463.9357 - logcount_predictions_loss: 0.9054 216/1717 [==>...........................] - ETA: 3:54 - loss: 1500.0430 - logits_profile_predictions_loss: 1463.9179 - logcount_predictions_loss: 0.9054 217/1717 [==>...........................] - ETA: 3:54 - loss: 1500.0255 - logits_profile_predictions_loss: 1463.9012 - logcount_predictions_loss: 0.9054 218/1717 [==>...........................] - ETA: 3:54 - loss: 1500.0103 - logits_profile_predictions_loss: 1463.8865 - logcount_predictions_loss: 0.9054 219/1717 [==>...........................] - ETA: 3:54 - loss: 1499.9892 - logits_profile_predictions_loss: 1463.8659 - logcount_predictions_loss: 0.9053 220/1717 [==>...........................] - ETA: 3:54 - loss: 1499.9609 - logits_profile_predictions_loss: 1463.8385 - logcount_predictions_loss: 0.9053 221/1717 [==>...........................] - ETA: 3:54 - loss: 1499.9303 - logits_profile_predictions_loss: 1463.8085 - logcount_predictions_loss: 0.9053 222/1717 [==>...........................] - ETA: 3:53 - loss: 1499.8943 - logits_profile_predictions_loss: 1463.7732 - logcount_predictions_loss: 0.9053 223/1717 [==>...........................] - ETA: 3:53 - loss: 1499.8581 - logits_profile_predictions_loss: 1463.7378 - logcount_predictions_loss: 0.9053 224/1717 [==>...........................] - ETA: 3:53 - loss: 1499.8171 - logits_profile_predictions_loss: 1463.6977 - logcount_predictions_loss: 0.9052 225/1717 [==>...........................] - ETA: 3:53 - loss: 1499.7919 - logits_profile_predictions_loss: 1463.6732 - logcount_predictions_loss: 0.9052 226/1717 [==>...........................] - ETA: 3:53 - loss: 1499.7646 - logits_profile_predictions_loss: 1463.6467 - logcount_predictions_loss: 0.9052 227/1717 [==>...........................] - ETA: 3:53 - loss: 1499.7429 - logits_profile_predictions_loss: 1463.6258 - logcount_predictions_loss: 0.9052 228/1717 [==>...........................] - ETA: 3:52 - loss: 1499.7284 - logits_profile_predictions_loss: 1463.6121 - logcount_predictions_loss: 0.9052 229/1717 [===>..........................] - ETA: 3:52 - loss: 1499.7217 - logits_profile_predictions_loss: 1463.6061 - logcount_predictions_loss: 0.9051 230/1717 [===>..........................] - ETA: 3:52 - loss: 1499.7181 - logits_profile_predictions_loss: 1463.6032 - logcount_predictions_loss: 0.9051 231/1717 [===>..........................] - ETA: 3:52 - loss: 1499.7098 - logits_profile_predictions_loss: 1463.5954 - logcount_predictions_loss: 0.9051 232/1717 [===>..........................] - ETA: 3:52 - loss: 1499.6970 - logits_profile_predictions_loss: 1463.5831 - logcount_predictions_loss: 0.9051 233/1717 [===>..........................] - ETA: 3:52 - loss: 1499.6805 - logits_profile_predictions_loss: 1463.5671 - logcount_predictions_loss: 0.9051 234/1717 [===>..........................] - ETA: 3:52 - loss: 1499.6681 - logits_profile_predictions_loss: 1463.5553 - logcount_predictions_loss: 0.9051 235/1717 [===>..........................] - ETA: 3:51 - loss: 1499.6524 - logits_profile_predictions_loss: 1463.5402 - logcount_predictions_loss: 0.9051 236/1717 [===>..........................] - ETA: 3:51 - loss: 1499.6439 - logits_profile_predictions_loss: 1463.5321 - logcount_predictions_loss: 0.9051 237/1717 [===>..........................] - ETA: 3:51 - loss: 1499.6322 - logits_profile_predictions_loss: 1463.5211 - logcount_predictions_loss: 0.9050 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logits_profile_predictions_loss: 1463.4021 - logcount_predictions_loss: 0.9050 245/1717 [===>..........................] - ETA: 3:50 - loss: 1499.4951 - logits_profile_predictions_loss: 1463.3872 - logcount_predictions_loss: 0.9050 246/1717 [===>..........................] - ETA: 3:50 - loss: 1499.4790 - logits_profile_predictions_loss: 1463.3713 - logcount_predictions_loss: 0.9050 247/1717 [===>..........................] - ETA: 3:50 - loss: 1499.4625 - logits_profile_predictions_loss: 1463.3552 - logcount_predictions_loss: 0.9049 248/1717 [===>..........................] - ETA: 3:49 - loss: 1499.4444 - logits_profile_predictions_loss: 1463.3375 - logcount_predictions_loss: 0.9049 249/1717 [===>..........................] - ETA: 3:49 - loss: 1499.4241 - logits_profile_predictions_loss: 1463.3179 - logcount_predictions_loss: 0.9049 250/1717 [===>..........................] - ETA: 3:49 - loss: 1499.4051 - logits_profile_predictions_loss: 1463.2993 - logcount_predictions_loss: 0.9049 251/1717 [===>..........................] - ETA: 3:49 - loss: 1499.3872 - logits_profile_predictions_loss: 1463.2820 - logcount_predictions_loss: 0.9049 252/1717 [===>..........................] - ETA: 3:49 - loss: 1499.3725 - logits_profile_predictions_loss: 1463.2675 - logcount_predictions_loss: 0.9049 253/1717 [===>..........................] - ETA: 3:49 - loss: 1499.3669 - logits_profile_predictions_loss: 1463.2620 - logcount_predictions_loss: 0.9049 254/1717 [===>..........................] - ETA: 3:48 - loss: 1499.3603 - logits_profile_predictions_loss: 1463.2554 - logcount_predictions_loss: 0.9049 255/1717 [===>..........................] - ETA: 3:48 - loss: 1499.3520 - logits_profile_predictions_loss: 1463.2471 - logcount_predictions_loss: 0.9049 256/1717 [===>..........................] - ETA: 3:48 - loss: 1499.3515 - logits_profile_predictions_loss: 1463.2466 - logcount_predictions_loss: 0.9049 257/1717 [===>..........................] - ETA: 3:48 - loss: 1499.3515 - 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logits_profile_predictions_loss: 1463.1626 - logcount_predictions_loss: 0.9048 271/1717 [===>..........................] - ETA: 3:46 - loss: 1499.2531 - logits_profile_predictions_loss: 1463.1525 - logcount_predictions_loss: 0.9048 272/1717 [===>..........................] - ETA: 3:46 - loss: 1499.2521 - logits_profile_predictions_loss: 1463.1520 - logcount_predictions_loss: 0.9048 273/1717 [===>..........................] - ETA: 3:45 - loss: 1499.2537 - logits_profile_predictions_loss: 1463.1542 - logcount_predictions_loss: 0.9047 274/1717 [===>..........................] - ETA: 3:45 - loss: 1499.2510 - logits_profile_predictions_loss: 1463.1521 - logcount_predictions_loss: 0.9047 275/1717 [===>..........................] - ETA: 3:45 - loss: 1499.2488 - logits_profile_predictions_loss: 1463.1503 - logcount_predictions_loss: 0.9047 276/1717 [===>..........................] - ETA: 3:45 - loss: 1499.2474 - logits_profile_predictions_loss: 1463.1493 - logcount_predictions_loss: 0.9047 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logits_profile_predictions_loss: 1463.2071 - logcount_predictions_loss: 0.9047 284/1717 [===>..........................] - ETA: 3:44 - loss: 1499.3112 - logits_profile_predictions_loss: 1463.2158 - logcount_predictions_loss: 0.9046 285/1717 [===>..........................] - ETA: 3:44 - loss: 1499.3183 - logits_profile_predictions_loss: 1463.2231 - logcount_predictions_loss: 0.9046 286/1717 [===>..........................] - ETA: 3:43 - loss: 1499.3257 - logits_profile_predictions_loss: 1463.2308 - logcount_predictions_loss: 0.9046 287/1717 [====>.........................] - ETA: 3:43 - loss: 1499.3365 - logits_profile_predictions_loss: 1463.2417 - logcount_predictions_loss: 0.9046 288/1717 [====>.........................] - ETA: 3:43 - loss: 1499.3438 - logits_profile_predictions_loss: 1463.2492 - logcount_predictions_loss: 0.9046 289/1717 [====>.........................] - ETA: 3:43 - loss: 1499.3475 - logits_profile_predictions_loss: 1463.2532 - logcount_predictions_loss: 0.9046 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logits_profile_predictions_loss: 1463.2518 - logcount_predictions_loss: 0.9046 297/1717 [====>.........................] - ETA: 3:42 - loss: 1499.3397 - logits_profile_predictions_loss: 1463.2480 - logcount_predictions_loss: 0.9046 298/1717 [====>.........................] - ETA: 3:42 - loss: 1499.3338 - logits_profile_predictions_loss: 1463.2424 - logcount_predictions_loss: 0.9045 299/1717 [====>.........................] - ETA: 3:41 - loss: 1499.3281 - logits_profile_predictions_loss: 1463.2370 - logcount_predictions_loss: 0.9045 300/1717 [====>.........................] - ETA: 3:41 - loss: 1499.3236 - logits_profile_predictions_loss: 1463.2330 - logcount_predictions_loss: 0.9045 301/1717 [====>.........................] - ETA: 3:41 - loss: 1499.3210 - logits_profile_predictions_loss: 1463.2307 - logcount_predictions_loss: 0.9045 302/1717 [====>.........................] - ETA: 3:41 - loss: 1499.3190 - logits_profile_predictions_loss: 1463.2292 - logcount_predictions_loss: 0.9045 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logits_profile_predictions_loss: 1463.2407 - logcount_predictions_loss: 0.9045 310/1717 [====>.........................] - ETA: 3:40 - loss: 1499.3291 - logits_profile_predictions_loss: 1463.2414 - logcount_predictions_loss: 0.9044 311/1717 [====>.........................] - ETA: 3:40 - loss: 1499.3288 - logits_profile_predictions_loss: 1463.2413 - logcount_predictions_loss: 0.9044 312/1717 [====>.........................] - ETA: 3:39 - loss: 1499.3246 - logits_profile_predictions_loss: 1463.2372 - logcount_predictions_loss: 0.9044 313/1717 [====>.........................] - ETA: 3:39 - loss: 1499.3181 - logits_profile_predictions_loss: 1463.2310 - logcount_predictions_loss: 0.9044 314/1717 [====>.........................] - ETA: 3:39 - loss: 1499.3119 - logits_profile_predictions_loss: 1463.2250 - logcount_predictions_loss: 0.9044 315/1717 [====>.........................] - ETA: 3:39 - loss: 1499.3097 - logits_profile_predictions_loss: 1463.2231 - logcount_predictions_loss: 0.9044 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loss: 1499.6032 - logits_profile_predictions_loss: 1463.4669 - logcount_predictions_loss: 0.9057 1714/1717 [============================>.] - ETA: 0s - loss: 1499.6009 - logits_profile_predictions_loss: 1463.4647 - logcount_predictions_loss: 0.9057 1715/1717 [============================>.] - ETA: 0s - loss: 1499.5987 - logits_profile_predictions_loss: 1463.4624 - logcount_predictions_loss: 0.9057 1716/1717 [============================>.] - ETA: 0s - loss: 1499.5964 - logits_profile_predictions_loss: 1463.4601 - logcount_predictions_loss: 0.9057 1717/1717 [==============================] - ETA: 0s - loss: 1499.5941 - logits_profile_predictions_loss: 1463.4579 - logcount_predictions_loss: 0.9057 1717/1717 [==============================] - 282s 164ms/step - loss: 1499.5919 - logits_profile_predictions_loss: 1463.4557 - logcount_predictions_loss: 0.9057 - val_loss: 1640.7115 - val_logits_profile_predictions_loss: 1601.3341 - val_logcount_predictions_loss: 0.9869 + +Epoch 00013: val_loss 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loss: 1421.7356 - logits_profile_predictions_loss: 1388.1218 - logcount_predictions_loss: 0.8425 34/1717 [..............................] - ETA: 4:22 - loss: 1422.4787 - logits_profile_predictions_loss: 1388.8957 - logcount_predictions_loss: 0.8417 35/1717 [..............................] - ETA: 4:22 - loss: 1423.2660 - logits_profile_predictions_loss: 1389.7064 - logcount_predictions_loss: 0.8411 36/1717 [..............................] - ETA: 4:22 - loss: 1423.8467 - logits_profile_predictions_loss: 1390.3112 - logcount_predictions_loss: 0.8405 37/1717 [..............................] - ETA: 4:22 - loss: 1424.2452 - logits_profile_predictions_loss: 1390.7349 - logcount_predictions_loss: 0.8399 38/1717 [..............................] - ETA: 4:21 - loss: 1424.7222 - logits_profile_predictions_loss: 1391.2363 - logcount_predictions_loss: 0.8392 39/1717 [..............................] - ETA: 4:21 - loss: 1425.2024 - logits_profile_predictions_loss: 1391.7406 - logcount_predictions_loss: 0.8386 40/1717 [..............................] - ETA: 4:21 - loss: 1425.6997 - logits_profile_predictions_loss: 1392.2665 - logcount_predictions_loss: 0.8379 41/1717 [..............................] - ETA: 4:21 - loss: 1426.2806 - logits_profile_predictions_loss: 1392.8791 - logcount_predictions_loss: 0.8371 42/1717 [..............................] - ETA: 4:21 - loss: 1427.0629 - logits_profile_predictions_loss: 1393.6938 - logcount_predictions_loss: 0.8363 43/1717 [..............................] - ETA: 4:21 - loss: 1428.0237 - logits_profile_predictions_loss: 1394.6845 - logcount_predictions_loss: 0.8356 44/1717 [..............................] - ETA: 4:21 - loss: 1428.8230 - logits_profile_predictions_loss: 1395.5067 - logcount_predictions_loss: 0.8350 45/1717 [..............................] - ETA: 4:20 - loss: 1429.6142 - logits_profile_predictions_loss: 1396.3207 - logcount_predictions_loss: 0.8344 46/1717 [..............................] - ETA: 4:20 - 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logcount_predictions_loss: 0.8309 79/1717 [>.............................] - ETA: 4:15 - loss: 1441.4857 - logits_profile_predictions_loss: 1408.3334 - logcount_predictions_loss: 0.8309 80/1717 [>.............................] - ETA: 4:15 - loss: 1441.4779 - logits_profile_predictions_loss: 1408.3261 - logcount_predictions_loss: 0.8309 81/1717 [>.............................] - ETA: 4:15 - loss: 1441.4765 - logits_profile_predictions_loss: 1408.3256 - logcount_predictions_loss: 0.8309 82/1717 [>.............................] - ETA: 4:15 - loss: 1441.4839 - logits_profile_predictions_loss: 1408.3327 - logcount_predictions_loss: 0.8309 83/1717 [>.............................] - ETA: 4:15 - loss: 1441.4793 - logits_profile_predictions_loss: 1408.3279 - logcount_predictions_loss: 0.8309 84/1717 [>.............................] - ETA: 4:14 - loss: 1441.4286 - logits_profile_predictions_loss: 1408.2782 - logcount_predictions_loss: 0.8308 85/1717 [>.............................] - ETA: 4:14 - 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logcount_predictions_loss: 0.8336 339/1717 [====>.........................] - ETA: 3:35 - loss: 1445.6037 - logits_profile_predictions_loss: 1412.3428 - logcount_predictions_loss: 0.8336 340/1717 [====>.........................] - ETA: 3:35 - loss: 1445.6138 - logits_profile_predictions_loss: 1412.3521 - logcount_predictions_loss: 0.8336 341/1717 [====>.........................] - ETA: 3:35 - loss: 1445.6226 - logits_profile_predictions_loss: 1412.3602 - logcount_predictions_loss: 0.8336 342/1717 [====>.........................] - ETA: 3:35 - loss: 1445.6338 - logits_profile_predictions_loss: 1412.3707 - logcount_predictions_loss: 0.8337 343/1717 [====>.........................] - ETA: 3:34 - loss: 1445.6457 - logits_profile_predictions_loss: 1412.3819 - logcount_predictions_loss: 0.8337 344/1717 [=====>........................] - ETA: 3:34 - loss: 1445.6571 - logits_profile_predictions_loss: 1412.3926 - logcount_predictions_loss: 0.8337 345/1717 [=====>........................] - ETA: 3:34 - loss: 1445.6661 - logits_profile_predictions_loss: 1412.4011 - logcount_predictions_loss: 0.8337 346/1717 [=====>........................] - ETA: 3:34 - loss: 1445.6728 - logits_profile_predictions_loss: 1412.4072 - logcount_predictions_loss: 0.8337 347/1717 [=====>........................] - ETA: 3:34 - loss: 1445.6797 - logits_profile_predictions_loss: 1412.4135 - logcount_predictions_loss: 0.8337 348/1717 [=====>........................] - ETA: 3:34 - loss: 1445.6880 - logits_profile_predictions_loss: 1412.4212 - logcount_predictions_loss: 0.8338 349/1717 [=====>........................] - ETA: 3:34 - loss: 1445.6965 - logits_profile_predictions_loss: 1412.4292 - logcount_predictions_loss: 0.8338 350/1717 [=====>........................] - ETA: 3:33 - loss: 1445.7032 - logits_profile_predictions_loss: 1412.4353 - logcount_predictions_loss: 0.8338 351/1717 [=====>........................] - ETA: 3:33 - loss: 1445.7100 - logits_profile_predictions_loss: 1412.4417 - 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logcount_predictions_loss: 0.8394 1704/1717 [============================>.] - ETA: 2s - loss: 1439.6025 - logits_profile_predictions_loss: 1406.1111 - logcount_predictions_loss: 0.8394 1705/1717 [============================>.] - ETA: 1s - loss: 1439.5978 - logits_profile_predictions_loss: 1406.1064 - logcount_predictions_loss: 0.8394 1706/1717 [============================>.] - ETA: 1s - loss: 1439.5933 - logits_profile_predictions_loss: 1406.1019 - logcount_predictions_loss: 0.8394 1707/1717 [============================>.] - ETA: 1s - loss: 1439.5887 - logits_profile_predictions_loss: 1406.0973 - logcount_predictions_loss: 0.8394 1708/1717 [============================>.] - ETA: 1s - loss: 1439.5842 - logits_profile_predictions_loss: 1406.0927 - logcount_predictions_loss: 0.8394 1709/1717 [============================>.] - ETA: 1s - loss: 1439.5796 - logits_profile_predictions_loss: 1406.0882 - logcount_predictions_loss: 0.8394 1710/1717 [============================>.] - ETA: 1s - loss: 1439.5751 - logits_profile_predictions_loss: 1406.0837 - logcount_predictions_loss: 0.8394 1711/1717 [============================>.] - ETA: 0s - loss: 1439.5705 - logits_profile_predictions_loss: 1406.0791 - logcount_predictions_loss: 0.8394 1712/1717 [============================>.] - ETA: 0s - loss: 1439.5659 - logits_profile_predictions_loss: 1406.0745 - logcount_predictions_loss: 0.8394 1713/1717 [============================>.] - ETA: 0s - loss: 1439.5612 - logits_profile_predictions_loss: 1406.0698 - logcount_predictions_loss: 0.8394 1714/1717 [============================>.] - ETA: 0s - loss: 1439.5565 - logits_profile_predictions_loss: 1406.0651 - logcount_predictions_loss: 0.8394 1715/1717 [============================>.] - ETA: 0s - loss: 1439.5518 - logits_profile_predictions_loss: 1406.0604 - logcount_predictions_loss: 0.8394 1716/1717 [============================>.] - ETA: 0s - loss: 1439.5470 - logits_profile_predictions_loss: 1406.0557 - 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logits_profile_predictions_loss: 1338.7855 - logcount_predictions_loss: 0.7841 11/1717 [..............................] - ETA: 4:25 - loss: 1370.5042 - logits_profile_predictions_loss: 1339.2530 - logcount_predictions_loss: 0.7832 12/1717 [..............................] - ETA: 4:25 - loss: 1372.9549 - logits_profile_predictions_loss: 1341.6992 - logcount_predictions_loss: 0.7834 13/1717 [..............................] - ETA: 4:25 - loss: 1376.7053 - logits_profile_predictions_loss: 1345.4662 - logcount_predictions_loss: 0.7829 14/1717 [..............................] - ETA: 4:25 - loss: 1378.0945 - logits_profile_predictions_loss: 1346.8695 - logcount_predictions_loss: 0.7826 15/1717 [..............................] - ETA: 4:25 - loss: 1378.5014 - logits_profile_predictions_loss: 1347.2904 - logcount_predictions_loss: 0.7822 16/1717 [..............................] - ETA: 4:24 - loss: 1378.3766 - logits_profile_predictions_loss: 1347.1737 - logcount_predictions_loss: 0.7820 17/1717 [..............................] - ETA: 4:24 - loss: 1377.7611 - logits_profile_predictions_loss: 1346.5580 - logcount_predictions_loss: 0.7820 18/1717 [..............................] - ETA: 4:24 - loss: 1376.5912 - logits_profile_predictions_loss: 1345.3782 - logcount_predictions_loss: 0.7823 19/1717 [..............................] - ETA: 4:24 - loss: 1375.2378 - logits_profile_predictions_loss: 1344.0330 - logcount_predictions_loss: 0.7821 20/1717 [..............................] - ETA: 4:24 - loss: 1373.4648 - logits_profile_predictions_loss: 1342.2485 - logcount_predictions_loss: 0.7824 21/1717 [..............................] - ETA: 4:24 - loss: 1372.2215 - logits_profile_predictions_loss: 1341.0179 - logcount_predictions_loss: 0.7820 22/1717 [..............................] - ETA: 4:24 - loss: 1370.6882 - logits_profile_predictions_loss: 1339.5055 - logcount_predictions_loss: 0.7815 23/1717 [..............................] - ETA: 4:24 - loss: 1370.1356 - logits_profile_predictions_loss: 1338.9621 - logcount_predictions_loss: 0.7813 24/1717 [..............................] - ETA: 4:23 - loss: 1369.4098 - logits_profile_predictions_loss: 1338.2440 - logcount_predictions_loss: 0.7811 25/1717 [..............................] - ETA: 4:23 - loss: 1368.6617 - logits_profile_predictions_loss: 1337.5149 - logcount_predictions_loss: 0.7806 26/1717 [..............................] - ETA: 4:23 - loss: 1368.0580 - logits_profile_predictions_loss: 1336.9331 - logcount_predictions_loss: 0.7801 27/1717 [..............................] - ETA: 4:23 - loss: 1367.5006 - logits_profile_predictions_loss: 1336.4007 - logcount_predictions_loss: 0.7794 28/1717 [..............................] - ETA: 4:23 - loss: 1366.5509 - logits_profile_predictions_loss: 1335.4808 - logcount_predictions_loss: 0.7787 29/1717 [..............................] - ETA: 4:23 - loss: 1365.7272 - logits_profile_predictions_loss: 1334.6867 - logcount_predictions_loss: 0.7780 30/1717 [..............................] - ETA: 4:22 - loss: 1364.9789 - logits_profile_predictions_loss: 1333.9673 - logcount_predictions_loss: 0.7772 31/1717 [..............................] - ETA: 4:22 - loss: 1364.2775 - logits_profile_predictions_loss: 1333.2951 - logcount_predictions_loss: 0.7765 32/1717 [..............................] - ETA: 4:22 - loss: 1363.7449 - logits_profile_predictions_loss: 1332.7904 - logcount_predictions_loss: 0.7758 33/1717 [..............................] - ETA: 4:22 - loss: 1363.1074 - logits_profile_predictions_loss: 1332.1858 - logcount_predictions_loss: 0.7750 34/1717 [..............................] - ETA: 4:22 - loss: 1362.4982 - logits_profile_predictions_loss: 1331.6079 - logcount_predictions_loss: 0.7742 35/1717 [..............................] - ETA: 4:22 - loss: 1361.9449 - logits_profile_predictions_loss: 1331.0816 - logcount_predictions_loss: 0.7735 36/1717 [..............................] - ETA: 4:21 - loss: 1361.5964 - logits_profile_predictions_loss: 1330.7564 - logcount_predictions_loss: 0.7729 37/1717 [..............................] - ETA: 4:21 - loss: 1361.4815 - logits_profile_predictions_loss: 1330.6659 - logcount_predictions_loss: 0.7723 38/1717 [..............................] - ETA: 4:21 - loss: 1361.4114 - logits_profile_predictions_loss: 1330.6228 - logcount_predictions_loss: 0.7716 39/1717 [..............................] - ETA: 4:21 - loss: 1361.4524 - logits_profile_predictions_loss: 1330.6906 - logcount_predictions_loss: 0.7710 40/1717 [..............................] - ETA: 4:21 - loss: 1361.5873 - logits_profile_predictions_loss: 1330.8403 - logcount_predictions_loss: 0.7706 41/1717 [..............................] - ETA: 4:21 - loss: 1361.6716 - logits_profile_predictions_loss: 1330.9417 - logcount_predictions_loss: 0.7702 42/1717 [..............................] - ETA: 4:21 - loss: 1361.8352 - logits_profile_predictions_loss: 1331.1228 - logcount_predictions_loss: 0.7697 43/1717 [..............................] - ETA: 4:20 - loss: 1362.0355 - logits_profile_predictions_loss: 1331.3377 - logcount_predictions_loss: 0.7694 44/1717 [..............................] - ETA: 4:20 - loss: 1362.2743 - logits_profile_predictions_loss: 1331.5912 - logcount_predictions_loss: 0.7690 45/1717 [..............................] - ETA: 4:20 - loss: 1362.3665 - logits_profile_predictions_loss: 1331.6950 - logcount_predictions_loss: 0.7687 46/1717 [..............................] - ETA: 4:20 - loss: 1362.3750 - logits_profile_predictions_loss: 1331.7146 - logcount_predictions_loss: 0.7684 47/1717 [..............................] - ETA: 4:20 - loss: 1362.5311 - logits_profile_predictions_loss: 1331.8812 - logcount_predictions_loss: 0.7682 48/1717 [..............................] - ETA: 4:20 - loss: 1362.6253 - logits_profile_predictions_loss: 1331.9863 - logcount_predictions_loss: 0.7679 49/1717 [..............................] - ETA: 4:20 - loss: 1362.6258 - 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[..............................] - ETA: 4:19 - loss: 1363.5861 - logits_profile_predictions_loss: 1332.9821 - logcount_predictions_loss: 0.7670 57/1717 [..............................] - ETA: 4:18 - loss: 1363.6284 - logits_profile_predictions_loss: 1333.0297 - logcount_predictions_loss: 0.7669 58/1717 [>.............................] - ETA: 4:18 - loss: 1363.6850 - logits_profile_predictions_loss: 1333.0879 - logcount_predictions_loss: 0.7668 59/1717 [>.............................] - ETA: 4:18 - loss: 1363.7615 - logits_profile_predictions_loss: 1333.1641 - logcount_predictions_loss: 0.7669 60/1717 [>.............................] - ETA: 4:18 - loss: 1363.8436 - logits_profile_predictions_loss: 1333.2461 - logcount_predictions_loss: 0.7669 61/1717 [>.............................] - ETA: 4:18 - loss: 1363.9243 - logits_profile_predictions_loss: 1333.3259 - logcount_predictions_loss: 0.7669 62/1717 [>.............................] - ETA: 4:18 - loss: 1363.9462 - logits_profile_predictions_loss: 1333.3470 - logcount_predictions_loss: 0.7669 63/1717 [>.............................] - ETA: 4:18 - loss: 1364.0544 - logits_profile_predictions_loss: 1333.4552 - logcount_predictions_loss: 0.7669 64/1717 [>.............................] - ETA: 4:17 - loss: 1364.2134 - logits_profile_predictions_loss: 1333.6143 - logcount_predictions_loss: 0.7669 65/1717 [>.............................] - ETA: 4:17 - loss: 1364.3423 - logits_profile_predictions_loss: 1333.7429 - logcount_predictions_loss: 0.7669 66/1717 [>.............................] - ETA: 4:17 - loss: 1364.4351 - logits_profile_predictions_loss: 1333.8351 - logcount_predictions_loss: 0.7669 67/1717 [>.............................] - ETA: 4:17 - loss: 1364.5618 - logits_profile_predictions_loss: 1333.9604 - logcount_predictions_loss: 0.7669 68/1717 [>.............................] - ETA: 4:17 - loss: 1364.6660 - logits_profile_predictions_loss: 1334.0633 - logcount_predictions_loss: 0.7670 69/1717 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logits_profile_predictions_loss: 1335.9246 - logcount_predictions_loss: 0.7697 89/1717 [>.............................] - ETA: 4:14 - loss: 1366.6984 - logits_profile_predictions_loss: 1335.9771 - logcount_predictions_loss: 0.7700 90/1717 [>.............................] - ETA: 4:14 - loss: 1366.7511 - logits_profile_predictions_loss: 1336.0213 - logcount_predictions_loss: 0.7702 91/1717 [>.............................] - ETA: 4:13 - loss: 1366.7975 - logits_profile_predictions_loss: 1336.0595 - logcount_predictions_loss: 0.7704 92/1717 [>.............................] - ETA: 4:13 - loss: 1366.8055 - logits_profile_predictions_loss: 1336.0592 - logcount_predictions_loss: 0.7706 93/1717 [>.............................] - ETA: 4:13 - loss: 1366.8055 - logits_profile_predictions_loss: 1336.0513 - logcount_predictions_loss: 0.7708 94/1717 [>.............................] - ETA: 4:13 - loss: 1366.7919 - logits_profile_predictions_loss: 1336.0283 - logcount_predictions_loss: 0.7710 95/1717 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logits_profile_predictions_loss: 1345.8140 - logcount_predictions_loss: 0.7881 245/1717 [===>..........................] - ETA: 3:50 - loss: 1377.3079 - logits_profile_predictions_loss: 1345.8596 - logcount_predictions_loss: 0.7882 246/1717 [===>..........................] - ETA: 3:50 - loss: 1377.3581 - logits_profile_predictions_loss: 1345.9068 - logcount_predictions_loss: 0.7883 247/1717 [===>..........................] - ETA: 3:50 - loss: 1377.4075 - logits_profile_predictions_loss: 1345.9536 - logcount_predictions_loss: 0.7883 248/1717 [===>..........................] - ETA: 3:49 - loss: 1377.4604 - logits_profile_predictions_loss: 1346.0037 - logcount_predictions_loss: 0.7884 249/1717 [===>..........................] - ETA: 3:49 - loss: 1377.5128 - logits_profile_predictions_loss: 1346.0532 - logcount_predictions_loss: 0.7885 250/1717 [===>..........................] - ETA: 3:49 - loss: 1377.5663 - logits_profile_predictions_loss: 1346.1038 - logcount_predictions_loss: 0.7885 251/1717 [===>..........................] - ETA: 3:49 - loss: 1377.6165 - logits_profile_predictions_loss: 1346.1510 - logcount_predictions_loss: 0.7886 252/1717 [===>..........................] - ETA: 3:49 - loss: 1377.6660 - logits_profile_predictions_loss: 1346.1975 - logcount_predictions_loss: 0.7887 253/1717 [===>..........................] - ETA: 3:49 - loss: 1377.7134 - logits_profile_predictions_loss: 1346.2420 - logcount_predictions_loss: 0.7888 254/1717 [===>..........................] - ETA: 3:48 - loss: 1377.7646 - logits_profile_predictions_loss: 1346.2903 - logcount_predictions_loss: 0.7888 255/1717 [===>..........................] - ETA: 3:48 - loss: 1377.8152 - logits_profile_predictions_loss: 1346.3381 - logcount_predictions_loss: 0.7889 256/1717 [===>..........................] - ETA: 3:48 - loss: 1377.8632 - logits_profile_predictions_loss: 1346.3832 - logcount_predictions_loss: 0.7890 257/1717 [===>..........................] - ETA: 3:48 - loss: 1377.9130 - logits_profile_predictions_loss: 1346.4300 - logcount_predictions_loss: 0.7891 258/1717 [===>..........................] - ETA: 3:48 - loss: 1377.9653 - logits_profile_predictions_loss: 1346.4793 - logcount_predictions_loss: 0.7891 259/1717 [===>..........................] - ETA: 3:48 - loss: 1378.0130 - logits_profile_predictions_loss: 1346.5243 - logcount_predictions_loss: 0.7892 260/1717 [===>..........................] - ETA: 3:47 - loss: 1378.0586 - logits_profile_predictions_loss: 1346.5669 - logcount_predictions_loss: 0.7893 261/1717 [===>..........................] - ETA: 3:47 - loss: 1378.1024 - logits_profile_predictions_loss: 1346.6078 - logcount_predictions_loss: 0.7893 262/1717 [===>..........................] - ETA: 3:47 - loss: 1378.1490 - logits_profile_predictions_loss: 1346.6515 - logcount_predictions_loss: 0.7894 263/1717 [===>..........................] - ETA: 3:47 - loss: 1378.1952 - logits_profile_predictions_loss: 1346.6949 - logcount_predictions_loss: 0.7895 264/1717 [===>..........................] - ETA: 3:47 - loss: 1378.2422 - logits_profile_predictions_loss: 1346.7391 - logcount_predictions_loss: 0.7896 265/1717 [===>..........................] - ETA: 3:47 - loss: 1378.2832 - logits_profile_predictions_loss: 1346.7773 - logcount_predictions_loss: 0.7896 266/1717 [===>..........................] - ETA: 3:47 - loss: 1378.3229 - logits_profile_predictions_loss: 1346.8142 - logcount_predictions_loss: 0.7897 267/1717 [===>..........................] - ETA: 3:46 - loss: 1378.3591 - logits_profile_predictions_loss: 1346.8476 - logcount_predictions_loss: 0.7898 268/1717 [===>..........................] - ETA: 3:46 - loss: 1378.3939 - logits_profile_predictions_loss: 1346.8797 - logcount_predictions_loss: 0.7898 269/1717 [===>..........................] - ETA: 3:46 - loss: 1378.4351 - logits_profile_predictions_loss: 1346.9181 - logcount_predictions_loss: 0.7899 270/1717 [===>..........................] - ETA: 3:46 - loss: 1378.4732 - logits_profile_predictions_loss: 1346.9535 - logcount_predictions_loss: 0.7900 271/1717 [===>..........................] - ETA: 3:46 - loss: 1378.5132 - logits_profile_predictions_loss: 1346.9909 - logcount_predictions_loss: 0.7900 272/1717 [===>..........................] - ETA: 3:46 - loss: 1378.5514 - logits_profile_predictions_loss: 1347.0265 - logcount_predictions_loss: 0.7901 273/1717 [===>..........................] - ETA: 3:45 - loss: 1378.5893 - logits_profile_predictions_loss: 1347.0617 - logcount_predictions_loss: 0.7902 274/1717 [===>..........................] - ETA: 3:45 - loss: 1378.6236 - logits_profile_predictions_loss: 1347.0935 - logcount_predictions_loss: 0.7902 275/1717 [===>..........................] - ETA: 3:45 - loss: 1378.6588 - logits_profile_predictions_loss: 1347.1261 - logcount_predictions_loss: 0.7903 276/1717 [===>..........................] - ETA: 3:45 - loss: 1378.6951 - logits_profile_predictions_loss: 1347.1599 - logcount_predictions_loss: 0.7904 277/1717 [===>..........................] - ETA: 3:45 - loss: 1378.7331 - logits_profile_predictions_loss: 1347.1955 - logcount_predictions_loss: 0.7904 278/1717 [===>..........................] - ETA: 3:45 - loss: 1378.7696 - logits_profile_predictions_loss: 1347.2299 - logcount_predictions_loss: 0.7905 279/1717 [===>..........................] - ETA: 3:45 - loss: 1378.8077 - logits_profile_predictions_loss: 1347.2657 - logcount_predictions_loss: 0.7905 280/1717 [===>..........................] - ETA: 3:44 - loss: 1378.8459 - logits_profile_predictions_loss: 1347.3016 - logcount_predictions_loss: 0.7906 281/1717 [===>..........................] - ETA: 3:44 - loss: 1378.8809 - logits_profile_predictions_loss: 1347.3341 - logcount_predictions_loss: 0.7906 282/1717 [===>..........................] - ETA: 3:44 - loss: 1378.9135 - logits_profile_predictions_loss: 1347.3645 - logcount_predictions_loss: 0.7907 283/1717 [===>..........................] - ETA: 3:44 - loss: 1378.9426 - logits_profile_predictions_loss: 1347.3913 - logcount_predictions_loss: 0.7908 284/1717 [===>..........................] - ETA: 3:44 - loss: 1378.9680 - logits_profile_predictions_loss: 1347.4145 - logcount_predictions_loss: 0.7908 285/1717 [===>..........................] - ETA: 3:44 - loss: 1378.9919 - logits_profile_predictions_loss: 1347.4363 - logcount_predictions_loss: 0.7909 286/1717 [===>..........................] - ETA: 3:43 - loss: 1379.0159 - logits_profile_predictions_loss: 1347.4582 - logcount_predictions_loss: 0.7909 287/1717 [====>.........................] - ETA: 3:43 - loss: 1379.0396 - logits_profile_predictions_loss: 1347.4798 - logcount_predictions_loss: 0.7910 288/1717 [====>.........................] - ETA: 3:43 - loss: 1379.0610 - logits_profile_predictions_loss: 1347.4992 - logcount_predictions_loss: 0.7910 289/1717 [====>.........................] - ETA: 3:43 - loss: 1379.0821 - logits_profile_predictions_loss: 1347.5182 - logcount_predictions_loss: 0.7911 290/1717 [====>.........................] - ETA: 3:43 - loss: 1379.1021 - logits_profile_predictions_loss: 1347.5360 - logcount_predictions_loss: 0.7911 291/1717 [====>.........................] - ETA: 3:43 - loss: 1379.1204 - logits_profile_predictions_loss: 1347.5521 - logcount_predictions_loss: 0.7912 292/1717 [====>.........................] - ETA: 3:43 - loss: 1379.1384 - logits_profile_predictions_loss: 1347.5680 - logcount_predictions_loss: 0.7912 293/1717 [====>.........................] - ETA: 3:42 - loss: 1379.1604 - logits_profile_predictions_loss: 1347.5877 - logcount_predictions_loss: 0.7913 294/1717 [====>.........................] - ETA: 3:42 - loss: 1379.1845 - logits_profile_predictions_loss: 1347.6095 - logcount_predictions_loss: 0.7914 295/1717 [====>.........................] - ETA: 3:42 - loss: 1379.2084 - logits_profile_predictions_loss: 1347.6311 - logcount_predictions_loss: 0.7914 296/1717 [====>.........................] - ETA: 3:42 - loss: 1379.2342 - logits_profile_predictions_loss: 1347.6545 - logcount_predictions_loss: 0.7915 297/1717 [====>.........................] - ETA: 3:42 - loss: 1379.2622 - logits_profile_predictions_loss: 1347.6802 - logcount_predictions_loss: 0.7915 298/1717 [====>.........................] - ETA: 3:42 - loss: 1379.2917 - logits_profile_predictions_loss: 1347.7072 - logcount_predictions_loss: 0.7916 299/1717 [====>.........................] - ETA: 3:41 - loss: 1379.3223 - logits_profile_predictions_loss: 1347.7354 - logcount_predictions_loss: 0.7917 300/1717 [====>.........................] - ETA: 3:41 - loss: 1379.3541 - logits_profile_predictions_loss: 1347.7648 - logcount_predictions_loss: 0.7917 301/1717 [====>.........................] - ETA: 3:41 - loss: 1379.3867 - logits_profile_predictions_loss: 1347.7949 - logcount_predictions_loss: 0.7918 302/1717 [====>.........................] - ETA: 3:41 - loss: 1379.4235 - logits_profile_predictions_loss: 1347.8291 - logcount_predictions_loss: 0.7918 303/1717 [====>.........................] - ETA: 3:41 - loss: 1379.4618 - logits_profile_predictions_loss: 1347.8651 - logcount_predictions_loss: 0.7919 304/1717 [====>.........................] - ETA: 3:41 - loss: 1379.4985 - logits_profile_predictions_loss: 1347.8994 - logcount_predictions_loss: 0.7920 305/1717 [====>.........................] - ETA: 3:40 - loss: 1379.5367 - logits_profile_predictions_loss: 1347.9352 - logcount_predictions_loss: 0.7920 306/1717 [====>.........................] - ETA: 3:40 - loss: 1379.5765 - logits_profile_predictions_loss: 1347.9727 - logcount_predictions_loss: 0.7921 307/1717 [====>.........................] - ETA: 3:40 - loss: 1379.6143 - logits_profile_predictions_loss: 1348.0082 - logcount_predictions_loss: 0.7921 308/1717 [====>.........................] - ETA: 3:40 - loss: 1379.6504 - logits_profile_predictions_loss: 1348.0420 - logcount_predictions_loss: 0.7922 309/1717 [====>.........................] - ETA: 3:40 - loss: 1379.6884 - logits_profile_predictions_loss: 1348.0779 - logcount_predictions_loss: 0.7922 310/1717 [====>.........................] - ETA: 3:40 - loss: 1379.7255 - logits_profile_predictions_loss: 1348.1129 - logcount_predictions_loss: 0.7923 311/1717 [====>.........................] - ETA: 3:40 - loss: 1379.7630 - logits_profile_predictions_loss: 1348.1481 - logcount_predictions_loss: 0.7924 312/1717 [====>.........................] - ETA: 3:39 - loss: 1379.8010 - logits_profile_predictions_loss: 1348.1838 - logcount_predictions_loss: 0.7924 313/1717 [====>.........................] - ETA: 3:39 - loss: 1379.8382 - logits_profile_predictions_loss: 1348.2188 - logcount_predictions_loss: 0.7925 314/1717 [====>.........................] - ETA: 3:39 - loss: 1379.8740 - logits_profile_predictions_loss: 1348.2521 - logcount_predictions_loss: 0.7925 315/1717 [====>.........................] - ETA: 3:39 - loss: 1379.9099 - logits_profile_predictions_loss: 1348.2856 - logcount_predictions_loss: 0.7926 316/1717 [====>.........................] - ETA: 3:39 - loss: 1379.9491 - logits_profile_predictions_loss: 1348.3223 - logcount_predictions_loss: 0.7927 317/1717 [====>.........................] - ETA: 3:39 - loss: 1379.9882 - logits_profile_predictions_loss: 1348.3589 - logcount_predictions_loss: 0.7927 318/1717 [====>.........................] - ETA: 3:38 - loss: 1380.0272 - logits_profile_predictions_loss: 1348.3955 - logcount_predictions_loss: 0.7928 319/1717 [====>.........................] - ETA: 3:38 - loss: 1380.0638 - logits_profile_predictions_loss: 1348.4296 - logcount_predictions_loss: 0.7928 320/1717 [====>.........................] - ETA: 3:38 - loss: 1380.0985 - logits_profile_predictions_loss: 1348.4620 - logcount_predictions_loss: 0.7929 321/1717 [====>.........................] - ETA: 3:38 - loss: 1380.1309 - logits_profile_predictions_loss: 1348.4921 - logcount_predictions_loss: 0.7930 322/1717 [====>.........................] - ETA: 3:38 - loss: 1380.1626 - logits_profile_predictions_loss: 1348.5214 - logcount_predictions_loss: 0.7930 323/1717 [====>.........................] - ETA: 3:38 - loss: 1380.1943 - logits_profile_predictions_loss: 1348.5508 - logcount_predictions_loss: 0.7931 324/1717 [====>.........................] - ETA: 3:38 - loss: 1380.2257 - logits_profile_predictions_loss: 1348.5798 - logcount_predictions_loss: 0.7931 325/1717 [====>.........................] - ETA: 3:37 - loss: 1380.2558 - logits_profile_predictions_loss: 1348.6075 - logcount_predictions_loss: 0.7932 326/1717 [====>.........................] - ETA: 3:37 - loss: 1380.2852 - logits_profile_predictions_loss: 1348.6346 - logcount_predictions_loss: 0.7933 327/1717 [====>.........................] - ETA: 3:37 - loss: 1380.3155 - logits_profile_predictions_loss: 1348.6626 - logcount_predictions_loss: 0.7933 328/1717 [====>.........................] - ETA: 3:37 - loss: 1380.3461 - logits_profile_predictions_loss: 1348.6908 - logcount_predictions_loss: 0.7934 329/1717 [====>.........................] - ETA: 3:37 - loss: 1380.3761 - logits_profile_predictions_loss: 1348.7184 - logcount_predictions_loss: 0.7934 330/1717 [====>.........................] - ETA: 3:37 - loss: 1380.4054 - logits_profile_predictions_loss: 1348.7454 - logcount_predictions_loss: 0.7935 331/1717 [====>.........................] - ETA: 3:36 - loss: 1380.4372 - logits_profile_predictions_loss: 1348.7750 - logcount_predictions_loss: 0.7935 332/1717 [====>.........................] - ETA: 3:36 - loss: 1380.4694 - logits_profile_predictions_loss: 1348.8050 - logcount_predictions_loss: 0.7936 333/1717 [====>.........................] - ETA: 3:36 - loss: 1380.5007 - logits_profile_predictions_loss: 1348.8341 - logcount_predictions_loss: 0.7937 334/1717 [====>.........................] - ETA: 3:36 - loss: 1380.5302 - logits_profile_predictions_loss: 1348.8615 - logcount_predictions_loss: 0.7937 335/1717 [====>.........................] - ETA: 3:36 - loss: 1380.5573 - logits_profile_predictions_loss: 1348.8865 - logcount_predictions_loss: 0.7938 336/1717 [====>.........................] - ETA: 3:36 - loss: 1380.5823 - logits_profile_predictions_loss: 1348.9095 - logcount_predictions_loss: 0.7938 337/1717 [====>.........................] - ETA: 3:36 - loss: 1380.6079 - logits_profile_predictions_loss: 1348.9329 - logcount_predictions_loss: 0.7939 338/1717 [====>.........................] - ETA: 3:35 - loss: 1380.6349 - logits_profile_predictions_loss: 1348.9580 - logcount_predictions_loss: 0.7939 339/1717 [====>.........................] - ETA: 3:35 - loss: 1380.6655 - logits_profile_predictions_loss: 1348.9867 - logcount_predictions_loss: 0.7940 340/1717 [====>.........................] - ETA: 3:35 - loss: 1380.6949 - logits_profile_predictions_loss: 1349.0143 - logcount_predictions_loss: 0.7940 341/1717 [====>.........................] - ETA: 3:35 - loss: 1380.7232 - logits_profile_predictions_loss: 1349.0407 - logcount_predictions_loss: 0.7941 342/1717 [====>.........................] - ETA: 3:35 - loss: 1380.7522 - logits_profile_predictions_loss: 1349.0678 - logcount_predictions_loss: 0.7941 343/1717 [====>.........................] - ETA: 3:35 - loss: 1380.7826 - logits_profile_predictions_loss: 1349.0965 - logcount_predictions_loss: 0.7941 344/1717 [=====>........................] - ETA: 3:34 - loss: 1380.8149 - logits_profile_predictions_loss: 1349.1270 - logcount_predictions_loss: 0.7942 345/1717 [=====>........................] - ETA: 3:34 - loss: 1380.8499 - logits_profile_predictions_loss: 1349.1603 - logcount_predictions_loss: 0.7942 346/1717 [=====>........................] - ETA: 3:34 - loss: 1380.8856 - logits_profile_predictions_loss: 1349.1942 - logcount_predictions_loss: 0.7943 347/1717 [=====>........................] - ETA: 3:34 - loss: 1380.9190 - logits_profile_predictions_loss: 1349.2259 - logcount_predictions_loss: 0.7943 348/1717 [=====>........................] - ETA: 3:34 - loss: 1380.9540 - logits_profile_predictions_loss: 1349.2592 - logcount_predictions_loss: 0.7944 349/1717 [=====>........................] - ETA: 3:34 - loss: 1380.9901 - logits_profile_predictions_loss: 1349.2936 - logcount_predictions_loss: 0.7944 350/1717 [=====>........................] - ETA: 3:33 - loss: 1381.0246 - logits_profile_predictions_loss: 1349.3265 - logcount_predictions_loss: 0.7944 351/1717 [=====>........................] - ETA: 3:33 - loss: 1381.0567 - logits_profile_predictions_loss: 1349.3571 - logcount_predictions_loss: 0.7945 352/1717 [=====>........................] - ETA: 3:33 - loss: 1381.0916 - logits_profile_predictions_loss: 1349.3906 - logcount_predictions_loss: 0.7945 353/1717 [=====>........................] - ETA: 3:33 - loss: 1381.1255 - logits_profile_predictions_loss: 1349.4230 - logcount_predictions_loss: 0.7946 354/1717 [=====>........................] - ETA: 3:33 - loss: 1381.1575 - logits_profile_predictions_loss: 1349.4535 - logcount_predictions_loss: 0.7946 355/1717 [=====>........................] - ETA: 3:33 - loss: 1381.1885 - logits_profile_predictions_loss: 1349.4831 - logcount_predictions_loss: 0.7946 356/1717 [=====>........................] - ETA: 3:33 - loss: 1381.2177 - logits_profile_predictions_loss: 1349.5109 - logcount_predictions_loss: 0.7947 357/1717 [=====>........................] - ETA: 3:32 - loss: 1381.2463 - logits_profile_predictions_loss: 1349.5382 - logcount_predictions_loss: 0.7947 358/1717 [=====>........................] - ETA: 3:32 - loss: 1381.2748 - logits_profile_predictions_loss: 1349.5654 - logcount_predictions_loss: 0.7947 359/1717 [=====>........................] - ETA: 3:32 - loss: 1381.3042 - logits_profile_predictions_loss: 1349.5936 - logcount_predictions_loss: 0.7948 360/1717 [=====>........................] - ETA: 3:32 - loss: 1381.3331 - logits_profile_predictions_loss: 1349.6213 - logcount_predictions_loss: 0.7948 361/1717 [=====>........................] - ETA: 3:32 - loss: 1381.3621 - logits_profile_predictions_loss: 1349.6491 - logcount_predictions_loss: 0.7948 362/1717 [=====>........................] - ETA: 3:32 - loss: 1381.3899 - logits_profile_predictions_loss: 1349.6757 - logcount_predictions_loss: 0.7948 363/1717 [=====>........................] - ETA: 3:31 - loss: 1381.4176 - logits_profile_predictions_loss: 1349.7024 - logcount_predictions_loss: 0.7949 364/1717 [=====>........................] - ETA: 3:31 - loss: 1381.4459 - logits_profile_predictions_loss: 1349.7295 - logcount_predictions_loss: 0.7949 365/1717 [=====>........................] - ETA: 3:31 - loss: 1381.4731 - logits_profile_predictions_loss: 1349.7556 - logcount_predictions_loss: 0.7949 366/1717 [=====>........................] - ETA: 3:31 - loss: 1381.5005 - logits_profile_predictions_loss: 1349.7820 - logcount_predictions_loss: 0.7950 367/1717 [=====>........................] - ETA: 3:31 - loss: 1381.5281 - logits_profile_predictions_loss: 1349.8085 - logcount_predictions_loss: 0.7950 368/1717 [=====>........................] - ETA: 3:31 - loss: 1381.5558 - logits_profile_predictions_loss: 1349.8352 - logcount_predictions_loss: 0.7950 369/1717 [=====>........................] - ETA: 3:31 - loss: 1381.5823 - logits_profile_predictions_loss: 1349.8607 - logcount_predictions_loss: 0.7950 370/1717 [=====>........................] - ETA: 3:30 - loss: 1381.6082 - logits_profile_predictions_loss: 1349.8855 - logcount_predictions_loss: 0.7951 371/1717 [=====>........................] - ETA: 3:30 - loss: 1381.6333 - logits_profile_predictions_loss: 1349.9095 - logcount_predictions_loss: 0.7951 372/1717 [=====>........................] - ETA: 3:30 - loss: 1381.6596 - logits_profile_predictions_loss: 1349.9348 - logcount_predictions_loss: 0.7951 373/1717 [=====>........................] - ETA: 3:30 - loss: 1381.6839 - logits_profile_predictions_loss: 1349.9581 - logcount_predictions_loss: 0.7951 374/1717 [=====>........................] - ETA: 3:30 - loss: 1381.7073 - logits_profile_predictions_loss: 1349.9803 - logcount_predictions_loss: 0.7952 375/1717 [=====>........................] - ETA: 3:30 - loss: 1381.7304 - logits_profile_predictions_loss: 1350.0024 - logcount_predictions_loss: 0.7952 376/1717 [=====>........................] - ETA: 3:29 - loss: 1381.7527 - logits_profile_predictions_loss: 1350.0236 - logcount_predictions_loss: 0.7952 377/1717 [=====>........................] - ETA: 3:29 - loss: 1381.7719 - logits_profile_predictions_loss: 1350.0418 - logcount_predictions_loss: 0.7952 378/1717 [=====>........................] - ETA: 3:29 - loss: 1381.7916 - logits_profile_predictions_loss: 1350.0604 - logcount_predictions_loss: 0.7953 379/1717 [=====>........................] - ETA: 3:29 - loss: 1381.8103 - logits_profile_predictions_loss: 1350.0781 - logcount_predictions_loss: 0.7953 380/1717 [=====>........................] - ETA: 3:29 - loss: 1381.8307 - logits_profile_predictions_loss: 1350.0974 - logcount_predictions_loss: 0.7953 381/1717 [=====>........................] - ETA: 3:29 - loss: 1381.8526 - logits_profile_predictions_loss: 1350.1182 - logcount_predictions_loss: 0.7954 382/1717 [=====>........................] - ETA: 3:29 - loss: 1381.8761 - logits_profile_predictions_loss: 1350.1405 - logcount_predictions_loss: 0.7954 383/1717 [=====>........................] - ETA: 3:28 - loss: 1381.8994 - logits_profile_predictions_loss: 1350.1629 - logcount_predictions_loss: 0.7954 384/1717 [=====>........................] - ETA: 3:28 - loss: 1381.9216 - logits_profile_predictions_loss: 1350.1841 - logcount_predictions_loss: 0.7954 385/1717 [=====>........................] - ETA: 3:28 - loss: 1381.9431 - logits_profile_predictions_loss: 1350.2045 - logcount_predictions_loss: 0.7955 386/1717 [=====>........................] - ETA: 3:28 - loss: 1381.9641 - logits_profile_predictions_loss: 1350.2246 - logcount_predictions_loss: 0.7955 387/1717 [=====>........................] - ETA: 3:28 - loss: 1381.9837 - logits_profile_predictions_loss: 1350.2433 - logcount_predictions_loss: 0.7955 388/1717 [=====>........................] - ETA: 3:28 - loss: 1382.0029 - logits_profile_predictions_loss: 1350.2616 - logcount_predictions_loss: 0.7955 389/1717 [=====>........................] - ETA: 3:27 - loss: 1382.0234 - logits_profile_predictions_loss: 1350.2813 - logcount_predictions_loss: 0.7955 390/1717 [=====>........................] - ETA: 3:27 - loss: 1382.0432 - logits_profile_predictions_loss: 1350.3002 - logcount_predictions_loss: 0.7956 391/1717 [=====>........................] - ETA: 3:27 - loss: 1382.0640 - logits_profile_predictions_loss: 1350.3202 - logcount_predictions_loss: 0.7956 392/1717 [=====>........................] - ETA: 3:27 - loss: 1382.0839 - logits_profile_predictions_loss: 1350.3393 - logcount_predictions_loss: 0.7956 393/1717 [=====>........................] - ETA: 3:27 - loss: 1382.1036 - logits_profile_predictions_loss: 1350.3581 - logcount_predictions_loss: 0.7956 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loss: 1390.0030 - logits_profile_predictions_loss: 1357.7173 - logcount_predictions_loss: 0.8092 1714/1717 [============================>.] - ETA: 0s - loss: 1390.0057 - logits_profile_predictions_loss: 1357.7199 - logcount_predictions_loss: 0.8092 1715/1717 [============================>.] - ETA: 0s - loss: 1390.0084 - logits_profile_predictions_loss: 1357.7226 - logcount_predictions_loss: 0.8092 1716/1717 [============================>.] - ETA: 0s - loss: 1390.0111 - logits_profile_predictions_loss: 1357.7252 - logcount_predictions_loss: 0.8092 1717/1717 [==============================] - ETA: 0s - loss: 1390.0138 - logits_profile_predictions_loss: 1357.7278 - logcount_predictions_loss: 0.8092 1717/1717 [==============================] - 281s 164ms/step - loss: 1390.0165 - logits_profile_predictions_loss: 1357.7305 - logcount_predictions_loss: 0.8092 - val_loss: 1608.9978 - val_logits_profile_predictions_loss: 1575.4177 - val_logcount_predictions_loss: 0.8416 + +Epoch 00015: val_loss did not improve from 1592.54236 +Restoring model weights from the end of the best epoch. +Epoch 00015: early stopping +save model +save model without bias +2022-03-01_21-18-20: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(30234, 10) +loading nonpeaks... +got split:test for bed regions:(30233, 10) +0/237 +100/237 +200/237 +2022-03-01_21-21-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(30234, 10) +loading nonpeaks... +got split:test for bed regions:(30233, 10) +0/237 +100/237 +200/237 +2022-03-01_21-24-23: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(30234, 10) +loading nonpeaks... +got split:test for bed regions:(30233, 10) +0/237 +100/237 +200/237 +2022-03-01_21-26-35: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//footprints +2022-03-01_21-26-35: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/29 [>.............................] - ETA: 3:08 3/29 [==>...........................] - ETA: 9s  4/29 [===>..........................] - ETA: 11s 5/29 [====>.........................] - ETA: 12s 6/29 [=====>........................] - ETA: 12s 7/29 [======>.......................] - ETA: 12s 8/29 [=======>......................] - ETA: 12s 9/29 [========>.....................] - ETA: 11s 10/29 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[==============================] - ETA: 0s 29/29 [==============================] - 20s 697ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 18s 3/29 [==>...........................] - ETA: 17s 4/29 [===>..........................] - ETA: 17s 5/29 [====>.........................] - ETA: 16s 6/29 [=====>........................] - ETA: 15s 7/29 [======>.......................] - ETA: 15s 8/29 [=======>......................] - ETA: 14s 9/29 [========>.....................] - ETA: 13s 10/29 [=========>....................] - ETA: 13s 11/29 [==========>...................] - ETA: 12s 12/29 [===========>..................] - ETA: 11s 13/29 [============>.................] - ETA: 11s 14/29 [=============>................] - ETA: 10s 15/29 [==============>...............] - ETA: 9s  16/29 [===============>..............] - ETA: 8s 17/29 [================>.............] - ETA: 8s 18/29 [=================>............] - ETA: 7s 19/29 [==================>...........] - ETA: 6s 20/29 [===================>..........] - ETA: 6s 21/29 [====================>.........] - ETA: 5s 22/29 [=====================>........] - ETA: 4s 23/29 [======================>.......] - ETA: 4s 24/29 [=======================>......] - ETA: 3s 25/29 [========================>.....] - ETA: 2s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 20s 698ms/step +Saving marginal footprints +2022-03-01_21-28-18: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//footprints +2022-03-01_21-28-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "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: dnase_1 +TTTACAAGTCCA + 1/29 [>.............................] - ETA: 1:22 3/29 [==>...........................] - ETA: 0s  4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 0s 11/29 [==========>...................] - ETA: 0s 12/29 [===========>..................] - ETA: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 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[=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 58ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 1s 3/29 [==>...........................] - ETA: 1s 4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 58ms/step + 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 1s 3/29 [==>...........................] - ETA: 1s 4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 58ms/step +Saving marginal footprints