DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Mon Oct 17 11:41:35 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 520.61.05 Driver Version: 520.61.05 CUDA Version: 11.8 | |-------------------------------+----------------------+----------------------+ | 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 Tesla V100S-PCI... On | 00000000:44:00.0 Off | 0 | | N/A 33C P0 25W / 250W | 0MiB / 32768MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-17_11-41-43: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR563HBG//preprocessing/bigWigs/ENCSR563HBG.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR563HBG//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR563HBG//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 157053 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157053 Number of peaks input: 42947 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42947 Number of non peaks input: 159679 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 159679 Number of non peaks input: 40320 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40320 Number of peaks after removing outliers: 155324 Number of nonpeaks after removing outliers: 142110 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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ETA: 0s 4380/4441 [============================>.] - ETA: 0s 4388/4441 [============================>.] - ETA: 0s 4396/4441 [============================>.] - ETA: 0s 4404/4441 [============================>.] - ETA: 0s 4412/4441 [============================>.] - ETA: 0s 4420/4441 [============================>.] - ETA: 0s 4428/4441 [============================>.] - ETA: 0s 4436/4441 [============================>.] - ETA: 0s 4441/4441 [==============================] - ETA: 0s 4441/4441 [==============================] - 37s 7ms/step 2022-10-17_11-55-15: 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=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR563HBG//preprocessing/bigWigs/ENCSR563HBG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.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': '16.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141706, 10) loading nonpeaks... got split:train for bed regions:(131006, 10) loading peaks... got split:valid for bed regions:(13618, 10) loading nonpeaks... got split:valid for bed regions:(11104, 10) Epoch 1/50 1/2436 [..............................] - ETA: 5:16:30 - loss: 755.1627 - logits_profile_predictions_loss: 698.1940 - logcount_predictions_loss: 3.4113 2/2436 [..............................] - ETA: 19:44 - loss: 706.8450 - logits_profile_predictions_loss: 653.7714 - logcount_predictions_loss: 3.1781  3/2436 [..............................] - ETA: 19:41 - loss: 710.2183 - logits_profile_predictions_loss: 657.4248 - logcount_predictions_loss: 3.1613 4/2436 [..............................] - ETA: 19:39 - loss: 709.0174 - logits_profile_predictions_loss: 658.4660 - logcount_predictions_loss: 3.0270 5/2436 [..............................] - ETA: 19:38 - loss: 729.7568 - logits_profile_predictions_loss: 679.4248 - logcount_predictions_loss: 3.0139 6/2436 [..............................] - ETA: 19:36 - loss: 742.1807 - logits_profile_predictions_loss: 691.6709 - logcount_predictions_loss: 3.0245 7/2436 [..............................] - ETA: 19:35 - loss: 748.7191 - logits_profile_predictions_loss: 698.0782 - logcount_predictions_loss: 3.0324 8/2436 [..............................] - ETA: 19:32 - loss: 753.2979 - logits_profile_predictions_loss: 702.5029 - logcount_predictions_loss: 3.0416 9/2436 [..............................] - ETA: 19:30 - loss: 757.2770 - logits_profile_predictions_loss: 706.1306 - logcount_predictions_loss: 3.0627 10/2436 [..............................] - ETA: 19:29 - loss: 761.8637 - logits_profile_predictions_loss: 710.2350 - logcount_predictions_loss: 3.0915 11/2436 [..............................] - ETA: 19:27 - loss: 765.4636 - logits_profile_predictions_loss: 713.4032 - logcount_predictions_loss: 3.1174 12/2436 [..............................] - ETA: 19:27 - loss: 768.1589 - logits_profile_predictions_loss: 715.7244 - logcount_predictions_loss: 3.1398 13/2436 [..............................] - ETA: 19:26 - loss: 769.4749 - logits_profile_predictions_loss: 716.7642 - logcount_predictions_loss: 3.1563 14/2436 [..............................] - ETA: 19:25 - loss: 770.0621 - logits_profile_predictions_loss: 717.1295 - logcount_predictions_loss: 3.1696 15/2436 [..............................] - ETA: 19:24 - loss: 770.7583 - logits_profile_predictions_loss: 717.6007 - logcount_predictions_loss: 3.1831 16/2436 [..............................] - ETA: 19:22 - loss: 771.5889 - logits_profile_predictions_loss: 718.2001 - logcount_predictions_loss: 3.1969 17/2436 [..............................] - ETA: 19:21 - loss: 771.8227 - logits_profile_predictions_loss: 718.2567 - logcount_predictions_loss: 3.2075 18/2436 [..............................] - ETA: 19:21 - loss: 771.8623 - logits_profile_predictions_loss: 718.1440 - logcount_predictions_loss: 3.2167 19/2436 [..............................] - ETA: 19:20 - loss: 771.6894 - logits_profile_predictions_loss: 717.8423 - logcount_predictions_loss: 3.2244 20/2436 [..............................] - ETA: 19:19 - loss: 771.3128 - logits_profile_predictions_loss: 717.3666 - logcount_predictions_loss: 3.2303 21/2436 [..............................] - ETA: 19:18 - loss: 771.2717 - logits_profile_predictions_loss: 717.2063 - logcount_predictions_loss: 3.2374 22/2436 [..............................] - ETA: 19:17 - loss: 771.3611 - logits_profile_predictions_loss: 717.1634 - logcount_predictions_loss: 3.2454 23/2436 [..............................] - ETA: 19:16 - loss: 771.2870 - logits_profile_predictions_loss: 716.9782 - logcount_predictions_loss: 3.2520 24/2436 [..............................] - ETA: 19:15 - loss: 770.8637 - logits_profile_predictions_loss: 716.4806 - logcount_predictions_loss: 3.2565 25/2436 [..............................] - ETA: 19:14 - loss: 770.2715 - logits_profile_predictions_loss: 715.8356 - logcount_predictions_loss: 3.2596 26/2436 [..............................] - ETA: 19:13 - loss: 769.4669 - logits_profile_predictions_loss: 715.0031 - logcount_predictions_loss: 3.2613 27/2436 [..............................] - ETA: 19:12 - loss: 768.4921 - logits_profile_predictions_loss: 714.0258 - logcount_predictions_loss: 3.2615 28/2436 [..............................] - ETA: 19:12 - loss: 767.6816 - logits_profile_predictions_loss: 713.2092 - logcount_predictions_loss: 3.2618 29/2436 [..............................] - ETA: 19:11 - loss: 766.8554 - logits_profile_predictions_loss: 712.3895 - logcount_predictions_loss: 3.2614 30/2436 [..............................] - ETA: 19:10 - loss: 766.2002 - logits_profile_predictions_loss: 711.7355 - logcount_predictions_loss: 3.2614 31/2436 [..............................] - ETA: 19:10 - loss: 765.6073 - logits_profile_predictions_loss: 711.1573 - logcount_predictions_loss: 3.2605 32/2436 [..............................] - ETA: 19:09 - loss: 765.0384 - logits_profile_predictions_loss: 710.6284 - logcount_predictions_loss: 3.2581 33/2436 [..............................] - ETA: 19:08 - loss: 764.5248 - logits_profile_predictions_loss: 710.1649 - logcount_predictions_loss: 3.2551 34/2436 [..............................] - ETA: 19:08 - loss: 764.1098 - logits_profile_predictions_loss: 709.8191 - logcount_predictions_loss: 3.2509 35/2436 [..............................] - ETA: 19:07 - loss: 763.6846 - logits_profile_predictions_loss: 709.4736 - logcount_predictions_loss: 3.2462 36/2436 [..............................] - ETA: 19:07 - loss: 763.1215 - logits_profile_predictions_loss: 709.0113 - logcount_predictions_loss: 3.2401 37/2436 [..............................] - ETA: 19:06 - loss: 762.5166 - logits_profile_predictions_loss: 708.5253 - logcount_predictions_loss: 3.2330 38/2436 [..............................] - ETA: 19:05 - loss: 761.8997 - logits_profile_predictions_loss: 708.0457 - logcount_predictions_loss: 3.2248 39/2436 [..............................] - ETA: 19:05 - loss: 761.2844 - logits_profile_predictions_loss: 707.5826 - logcount_predictions_loss: 3.2157 40/2436 [..............................] - ETA: 19:04 - loss: 760.6651 - logits_profile_predictions_loss: 707.1304 - logcount_predictions_loss: 3.2057 41/2436 [..............................] - ETA: 19:04 - loss: 760.0510 - logits_profile_predictions_loss: 706.6900 - logcount_predictions_loss: 3.1953 42/2436 [..............................] - ETA: 19:03 - loss: 759.3963 - logits_profile_predictions_loss: 706.2193 - logcount_predictions_loss: 3.1842 43/2436 [..............................] - ETA: 19:02 - loss: 758.8044 - logits_profile_predictions_loss: 705.8164 - logcount_predictions_loss: 3.1729 44/2436 [..............................] - ETA: 19:02 - loss: 758.2608 - logits_profile_predictions_loss: 705.4690 - logcount_predictions_loss: 3.1612 45/2436 [..............................] - ETA: 19:01 - loss: 757.7418 - logits_profile_predictions_loss: 705.1449 - logcount_predictions_loss: 3.1495 46/2436 [..............................] - ETA: 19:01 - loss: 757.1841 - logits_profile_predictions_loss: 704.7892 - logcount_predictions_loss: 3.1374 47/2436 [..............................] - ETA: 19:00 - loss: 756.6577 - logits_profile_predictions_loss: 704.4672 - logcount_predictions_loss: 3.1252 48/2436 [..............................] - ETA: 19:00 - loss: 756.1559 - logits_profile_predictions_loss: 704.1705 - logcount_predictions_loss: 3.1129 49/2436 [..............................] - ETA: 19:00 - loss: 755.7038 - logits_profile_predictions_loss: 703.9228 - logcount_predictions_loss: 3.1007 50/2436 [..............................] - ETA: 18:59 - loss: 755.2835 - logits_profile_predictions_loss: 703.7098 - logcount_predictions_loss: 3.0882 51/2436 [..............................] - ETA: 18:58 - loss: 754.8931 - logits_profile_predictions_loss: 703.5249 - logcount_predictions_loss: 3.0759 52/2436 [..............................] - ETA: 18:58 - loss: 754.4602 - logits_profile_predictions_loss: 703.2984 - logcount_predictions_loss: 3.0636 53/2436 [..............................] - ETA: 18:57 - loss: 754.0392 - logits_profile_predictions_loss: 703.0848 - logcount_predictions_loss: 3.0512 54/2436 [..............................] - ETA: 18:57 - loss: 753.6385 - logits_profile_predictions_loss: 702.8916 - logcount_predictions_loss: 3.0387 55/2436 [..............................] - ETA: 18:57 - loss: 753.1829 - logits_profile_predictions_loss: 702.6441 - logcount_predictions_loss: 3.0263 56/2436 [..............................] - ETA: 18:56 - loss: 752.7755 - logits_profile_predictions_loss: 702.4414 - logcount_predictions_loss: 3.0140 57/2436 [..............................] - ETA: 18:56 - loss: 752.3414 - logits_profile_predictions_loss: 702.2136 - logcount_predictions_loss: 3.0017 58/2436 [..............................] - ETA: 18:55 - loss: 751.8881 - logits_profile_predictions_loss: 701.9669 - logcount_predictions_loss: 2.9893 59/2436 [..............................] - ETA: 18:55 - loss: 751.4656 - logits_profile_predictions_loss: 701.7514 - logcount_predictions_loss: 2.9769 60/2436 [..............................] - ETA: 18:54 - loss: 751.0359 - logits_profile_predictions_loss: 701.5279 - logcount_predictions_loss: 2.9645 61/2436 [..............................] - ETA: 18:54 - loss: 750.6153 - logits_profile_predictions_loss: 701.3136 - logcount_predictions_loss: 2.9522 62/2436 [..............................] - ETA: 18:53 - loss: 750.1920 - logits_profile_predictions_loss: 701.0961 - logcount_predictions_loss: 2.9399 63/2436 [..............................] - ETA: 18:53 - loss: 749.7853 - logits_profile_predictions_loss: 700.8942 - logcount_predictions_loss: 2.9276 64/2436 [..............................] - ETA: 18:52 - loss: 749.3786 - logits_profile_predictions_loss: 700.6915 - logcount_predictions_loss: 2.9154 65/2436 [..............................] - ETA: 18:52 - loss: 748.9669 - logits_profile_predictions_loss: 700.4831 - logcount_predictions_loss: 2.9032 66/2436 [..............................] - ETA: 18:51 - loss: 748.5600 - logits_profile_predictions_loss: 700.2778 - logcount_predictions_loss: 2.8912 67/2436 [..............................] - ETA: 18:51 - loss: 748.1925 - logits_profile_predictions_loss: 700.1097 - logcount_predictions_loss: 2.8792 68/2436 [..............................] - ETA: 18:50 - loss: 747.8244 - logits_profile_predictions_loss: 699.9396 - logcount_predictions_loss: 2.8674 69/2436 [..............................] - ETA: 18:50 - loss: 747.4712 - logits_profile_predictions_loss: 699.7816 - logcount_predictions_loss: 2.8557 70/2436 [..............................] - ETA: 18:49 - loss: 747.1433 - logits_profile_predictions_loss: 699.6470 - logcount_predictions_loss: 2.8441 71/2436 [..............................] - ETA: 18:49 - loss: 746.8306 - logits_profile_predictions_loss: 699.5267 - logcount_predictions_loss: 2.8326 72/2436 [..............................] - ETA: 18:48 - loss: 746.5065 - logits_profile_predictions_loss: 699.3941 - logcount_predictions_loss: 2.8211 73/2436 [..............................] - ETA: 18:48 - loss: 746.1709 - logits_profile_predictions_loss: 699.2475 - logcount_predictions_loss: 2.8098 74/2436 [..............................] - ETA: 18:47 - loss: 745.8300 - logits_profile_predictions_loss: 699.0949 - logcount_predictions_loss: 2.7985 75/2436 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[===>..........................] - ETA: 16:35 - loss: 702.5313 - logits_profile_predictions_loss: 675.1397 - logcount_predictions_loss: 1.6402 362/2436 [===>..........................] - ETA: 16:35 - loss: 702.4680 - logits_profile_predictions_loss: 675.1011 - logcount_predictions_loss: 1.6387 363/2436 [===>..........................] - ETA: 16:34 - loss: 702.4053 - logits_profile_predictions_loss: 675.0629 - logcount_predictions_loss: 1.6373 364/2436 [===>..........................] - ETA: 16:34 - loss: 702.3433 - logits_profile_predictions_loss: 675.0255 - logcount_predictions_loss: 1.6358 365/2436 [===>..........................] - ETA: 16:33 - loss: 702.2808 - logits_profile_predictions_loss: 674.9874 - logcount_predictions_loss: 1.6343 366/2436 [===>..........................] - ETA: 16:33 - loss: 702.2190 - logits_profile_predictions_loss: 674.9498 - logcount_predictions_loss: 1.6329 367/2436 [===>..........................] - ETA: 16:32 - loss: 702.1570 - logits_profile_predictions_loss: 674.9120 - logcount_predictions_loss: 1.6314 368/2436 [===>..........................] - ETA: 16:32 - loss: 702.0960 - logits_profile_predictions_loss: 674.8751 - logcount_predictions_loss: 1.6300 369/2436 [===>..........................] - ETA: 16:31 - loss: 702.0358 - logits_profile_predictions_loss: 674.8389 - logcount_predictions_loss: 1.6286 370/2436 [===>..........................] - ETA: 16:31 - loss: 701.9766 - logits_profile_predictions_loss: 674.8036 - logcount_predictions_loss: 1.6271 371/2436 [===>..........................] - ETA: 16:30 - loss: 701.9188 - logits_profile_predictions_loss: 674.7696 - logcount_predictions_loss: 1.6257 372/2436 [===>..........................] - ETA: 16:30 - loss: 701.8606 - logits_profile_predictions_loss: 674.7350 - logcount_predictions_loss: 1.6243 373/2436 [===>..........................] - ETA: 16:29 - loss: 701.8024 - logits_profile_predictions_loss: 674.7003 - logcount_predictions_loss: 1.6229 374/2436 [===>..........................] - ETA: 16:29 - loss: 701.7437 - logits_profile_predictions_loss: 674.6650 - logcount_predictions_loss: 1.6215 375/2436 [===>..........................] - ETA: 16:28 - loss: 701.6864 - logits_profile_predictions_loss: 674.6310 - logcount_predictions_loss: 1.6201 376/2436 [===>..........................] - ETA: 16:28 - loss: 701.6289 - logits_profile_predictions_loss: 674.5966 - logcount_predictions_loss: 1.6187 377/2436 [===>..........................] - ETA: 16:27 - loss: 701.5714 - logits_profile_predictions_loss: 674.5620 - logcount_predictions_loss: 1.6173 378/2436 [===>..........................] - ETA: 16:27 - loss: 701.5147 - logits_profile_predictions_loss: 674.5282 - logcount_predictions_loss: 1.6160 379/2436 [===>..........................] - ETA: 16:26 - loss: 701.4594 - logits_profile_predictions_loss: 674.4956 - logcount_predictions_loss: 1.6146 380/2436 [===>..........................] - ETA: 16:26 - loss: 701.4046 - 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[===>..........................] - ETA: 16:23 - loss: 701.0210 - logits_profile_predictions_loss: 674.2337 - logcount_predictions_loss: 1.6040 388/2436 [===>..........................] - ETA: 16:22 - loss: 700.9670 - logits_profile_predictions_loss: 674.2012 - logcount_predictions_loss: 1.6027 389/2436 [===>..........................] - ETA: 16:22 - loss: 700.9138 - logits_profile_predictions_loss: 674.1694 - logcount_predictions_loss: 1.6015 390/2436 [===>..........................] - ETA: 16:21 - loss: 700.8615 - logits_profile_predictions_loss: 674.1384 - logcount_predictions_loss: 1.6002 391/2436 [===>..........................] - ETA: 16:21 - loss: 700.8097 - logits_profile_predictions_loss: 674.1079 - logcount_predictions_loss: 1.5989 392/2436 [===>..........................] - ETA: 16:20 - loss: 700.7589 - logits_profile_predictions_loss: 674.0782 - logcount_predictions_loss: 1.5976 393/2436 [===>..........................] - ETA: 16:20 - loss: 700.7084 - logits_profile_predictions_loss: 674.0487 - logcount_predictions_loss: 1.5964 394/2436 [===>..........................] - ETA: 16:19 - loss: 700.6580 - logits_profile_predictions_loss: 674.0194 - logcount_predictions_loss: 1.5951 395/2436 [===>..........................] - ETA: 16:19 - loss: 700.6080 - logits_profile_predictions_loss: 673.9903 - logcount_predictions_loss: 1.5939 396/2436 [===>..........................] - ETA: 16:18 - loss: 700.5585 - logits_profile_predictions_loss: 673.9617 - logcount_predictions_loss: 1.5926 397/2436 [===>..........................] - ETA: 16:18 - loss: 700.5107 - logits_profile_predictions_loss: 673.9346 - logcount_predictions_loss: 1.5914 398/2436 [===>..........................] - ETA: 16:17 - loss: 700.4631 - logits_profile_predictions_loss: 673.9077 - logcount_predictions_loss: 1.5901 399/2436 [===>..........................] - ETA: 16:17 - loss: 700.4152 - logits_profile_predictions_loss: 673.8803 - logcount_predictions_loss: 1.5889 400/2436 [===>..........................] - ETA: 16:17 - loss: 700.3667 - logits_profile_predictions_loss: 673.8524 - logcount_predictions_loss: 1.5877 401/2436 [===>..........................] - ETA: 16:16 - loss: 700.3189 - logits_profile_predictions_loss: 673.8250 - logcount_predictions_loss: 1.5865 402/2436 [===>..........................] - ETA: 16:16 - loss: 700.2715 - logits_profile_predictions_loss: 673.7979 - logcount_predictions_loss: 1.5852 403/2436 [===>..........................] - ETA: 16:15 - loss: 700.2250 - logits_profile_predictions_loss: 673.7718 - logcount_predictions_loss: 1.5840 404/2436 [===>..........................] - ETA: 16:15 - loss: 700.1780 - logits_profile_predictions_loss: 673.7451 - logcount_predictions_loss: 1.5828 405/2436 [===>..........................] - ETA: 16:14 - loss: 700.1304 - logits_profile_predictions_loss: 673.7177 - logcount_predictions_loss: 1.5816 406/2436 [====>.........................] - ETA: 16:14 - loss: 700.0829 - 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[====>.........................] - ETA: 16:10 - loss: 699.7579 - logits_profile_predictions_loss: 673.5041 - logcount_predictions_loss: 1.5721 414/2436 [====>.........................] - ETA: 16:10 - loss: 699.7113 - logits_profile_predictions_loss: 673.4769 - logcount_predictions_loss: 1.5709 415/2436 [====>.........................] - ETA: 16:10 - loss: 699.6642 - logits_profile_predictions_loss: 673.4493 - logcount_predictions_loss: 1.5698 416/2436 [====>.........................] - ETA: 16:09 - loss: 699.6178 - logits_profile_predictions_loss: 673.4223 - logcount_predictions_loss: 1.5686 417/2436 [====>.........................] - ETA: 16:09 - loss: 699.5723 - logits_profile_predictions_loss: 673.3960 - logcount_predictions_loss: 1.5674 418/2436 [====>.........................] - ETA: 16:08 - loss: 699.5265 - logits_profile_predictions_loss: 673.3694 - logcount_predictions_loss: 1.5663 419/2436 [====>.........................] - ETA: 16:08 - loss: 699.4802 - logits_profile_predictions_loss: 673.3422 - logcount_predictions_loss: 1.5651 420/2436 [====>.........................] - ETA: 16:07 - loss: 699.4341 - logits_profile_predictions_loss: 673.3152 - logcount_predictions_loss: 1.5640 421/2436 [====>.........................] - ETA: 16:07 - loss: 699.3881 - logits_profile_predictions_loss: 673.2882 - logcount_predictions_loss: 1.5629 422/2436 [====>.........................] - ETA: 16:06 - loss: 699.3419 - logits_profile_predictions_loss: 673.2611 - logcount_predictions_loss: 1.5617 423/2436 [====>.........................] - ETA: 16:06 - loss: 699.2965 - logits_profile_predictions_loss: 673.2345 - logcount_predictions_loss: 1.5606 424/2436 [====>.........................] - ETA: 16:05 - loss: 699.2515 - logits_profile_predictions_loss: 673.2084 - logcount_predictions_loss: 1.5595 425/2436 [====>.........................] - ETA: 16:05 - loss: 699.2063 - logits_profile_predictions_loss: 673.1820 - logcount_predictions_loss: 1.5583 426/2436 [====>.........................] - ETA: 16:04 - loss: 699.1610 - logits_profile_predictions_loss: 673.1554 - logcount_predictions_loss: 1.5572 427/2436 [====>.........................] - ETA: 16:04 - loss: 699.1159 - logits_profile_predictions_loss: 673.1290 - logcount_predictions_loss: 1.5561 428/2436 [====>.........................] - ETA: 16:03 - loss: 699.0706 - logits_profile_predictions_loss: 673.1023 - logcount_predictions_loss: 1.5550 429/2436 [====>.........................] - ETA: 16:03 - loss: 699.0260 - logits_profile_predictions_loss: 673.0763 - logcount_predictions_loss: 1.5539 430/2436 [====>.........................] - ETA: 16:02 - loss: 698.9814 - logits_profile_predictions_loss: 673.0501 - logcount_predictions_loss: 1.5528 431/2436 [====>.........................] - ETA: 16:02 - loss: 698.9366 - logits_profile_predictions_loss: 673.0237 - logcount_predictions_loss: 1.5517 432/2436 [====>.........................] - ETA: 16:02 - loss: 698.8923 - 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[============================>.] - ETA: 22s - loss: 663.8744 - logits_profile_predictions_loss: 647.6101 - logcount_predictions_loss: 0.9739 2390/2436 [============================>.] - ETA: 22s - loss: 663.8637 - logits_profile_predictions_loss: 647.6010 - logcount_predictions_loss: 0.9738 2391/2436 [============================>.] - ETA: 21s - loss: 663.8530 - logits_profile_predictions_loss: 647.5919 - logcount_predictions_loss: 0.9737 2392/2436 [============================>.] - ETA: 21s - loss: 663.8422 - logits_profile_predictions_loss: 647.5828 - logcount_predictions_loss: 0.9736 2393/2436 [============================>.] - ETA: 20s - loss: 663.8315 - logits_profile_predictions_loss: 647.5738 - logcount_predictions_loss: 0.9735 2394/2436 [============================>.] - ETA: 20s - loss: 663.8208 - logits_profile_predictions_loss: 647.5647 - logcount_predictions_loss: 0.9734 2395/2436 [============================>.] - ETA: 19s - loss: 663.8100 - 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[============================>.] - ETA: 16s - loss: 663.7349 - logits_profile_predictions_loss: 647.4919 - logcount_predictions_loss: 0.9726 2403/2436 [============================>.] - ETA: 15s - loss: 663.7242 - logits_profile_predictions_loss: 647.4828 - logcount_predictions_loss: 0.9726 2404/2436 [============================>.] - ETA: 15s - loss: 663.7135 - logits_profile_predictions_loss: 647.4737 - logcount_predictions_loss: 0.9725 2405/2436 [============================>.] - ETA: 14s - loss: 663.7028 - logits_profile_predictions_loss: 647.4646 - logcount_predictions_loss: 0.9724 2406/2436 [============================>.] - ETA: 14s - loss: 663.6921 - logits_profile_predictions_loss: 647.4555 - logcount_predictions_loss: 0.9723 2407/2436 [============================>.] - ETA: 13s - loss: 663.6814 - logits_profile_predictions_loss: 647.4464 - logcount_predictions_loss: 0.9722 2408/2436 [============================>.] - ETA: 13s - loss: 663.6707 - 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[============================>.] - ETA: 10s - loss: 663.5956 - logits_profile_predictions_loss: 647.3736 - logcount_predictions_loss: 0.9714 2416/2436 [============================>.] - ETA: 9s - loss: 663.5849 - logits_profile_predictions_loss: 647.3645 - logcount_predictions_loss: 0.9713  2417/2436 [============================>.] - ETA: 9s - loss: 663.5742 - logits_profile_predictions_loss: 647.3554 - logcount_predictions_loss: 0.9712 2418/2436 [============================>.] - ETA: 8s - loss: 663.5635 - logits_profile_predictions_loss: 647.3463 - logcount_predictions_loss: 0.9711 2419/2436 [============================>.] - ETA: 8s - loss: 663.5528 - logits_profile_predictions_loss: 647.3373 - logcount_predictions_loss: 0.9710 2420/2436 [============================>.] - ETA: 7s - loss: 663.5422 - logits_profile_predictions_loss: 647.3282 - logcount_predictions_loss: 0.9709 2421/2436 [============================>.] - ETA: 7s - loss: 663.5315 - logits_profile_predictions_loss: 647.3191 - logcount_predictions_loss: 0.9708 2422/2436 [============================>.] - ETA: 6s - loss: 663.5209 - logits_profile_predictions_loss: 647.3101 - logcount_predictions_loss: 0.9707 2423/2436 [============================>.] - ETA: 6s - loss: 663.5102 - logits_profile_predictions_loss: 647.3010 - logcount_predictions_loss: 0.9706 2424/2436 [============================>.] - ETA: 5s - loss: 663.4995 - logits_profile_predictions_loss: 647.2920 - logcount_predictions_loss: 0.9705 2425/2436 [============================>.] - ETA: 5s - loss: 663.4889 - logits_profile_predictions_loss: 647.2829 - logcount_predictions_loss: 0.9704 2426/2436 [============================>.] - ETA: 4s - loss: 663.4782 - logits_profile_predictions_loss: 647.2738 - logcount_predictions_loss: 0.9703 2427/2436 [============================>.] - ETA: 4s - loss: 663.4675 - logits_profile_predictions_loss: 647.2648 - logcount_predictions_loss: 0.9702 2428/2436 [============================>.] - ETA: 3s - loss: 663.4569 - logits_profile_predictions_loss: 647.2557 - logcount_predictions_loss: 0.9701 2429/2436 [============================>.] - ETA: 3s - loss: 663.4462 - logits_profile_predictions_loss: 647.2467 - logcount_predictions_loss: 0.9700 2430/2436 [============================>.] - ETA: 2s - loss: 663.4356 - logits_profile_predictions_loss: 647.2376 - logcount_predictions_loss: 0.9699 2431/2436 [============================>.] - ETA: 2s - loss: 663.4250 - logits_profile_predictions_loss: 647.2286 - logcount_predictions_loss: 0.9698 2432/2436 [============================>.] - ETA: 1s - loss: 663.4143 - logits_profile_predictions_loss: 647.2196 - logcount_predictions_loss: 0.9698 2433/2436 [============================>.] - ETA: 1s - loss: 663.4037 - logits_profile_predictions_loss: 647.2105 - logcount_predictions_loss: 0.9697 2434/2436 [============================>.] - ETA: 0s - loss: 663.3930 - logits_profile_predictions_loss: 647.2015 - logcount_predictions_loss: 0.9696 2435/2436 [============================>.] - ETA: 0s - loss: 663.3824 - logits_profile_predictions_loss: 647.1924 - logcount_predictions_loss: 0.9695 2436/2436 [==============================] - ETA: 0s - loss: 663.3717 - logits_profile_predictions_loss: 647.1834 - logcount_predictions_loss: 0.9694 2436/2436 [==============================] - 1218s 497ms/step - loss: 663.3611 - logits_profile_predictions_loss: 647.1743 - logcount_predictions_loss: 0.9693 - val_loss: 586.2747 - val_logits_profile_predictions_loss: 576.8890 - val_logcount_predictions_loss: 0.5620 Epoch 00001: val_loss improved from inf to 586.27466, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2436 [..............................] - ETA: 20:02 - loss: 567.7029 - logits_profile_predictions_loss: 556.9359 - logcount_predictions_loss: 0.6447 2/2436 [..............................] - ETA: 19:17 - loss: 579.5100 - logits_profile_predictions_loss: 569.4749 - logcount_predictions_loss: 0.6009 3/2436 [..............................] - ETA: 19:13 - loss: 584.1951 - logits_profile_predictions_loss: 574.0174 - logcount_predictions_loss: 0.6094 4/2436 [..............................] - ETA: 19:13 - loss: 589.0951 - logits_profile_predictions_loss: 579.0215 - logcount_predictions_loss: 0.6032 5/2436 [..............................] - ETA: 19:12 - loss: 596.1905 - logits_profile_predictions_loss: 586.2209 - logcount_predictions_loss: 0.5970 6/2436 [..............................] - ETA: 19:12 - loss: 601.1748 - logits_profile_predictions_loss: 591.3196 - logcount_predictions_loss: 0.5901 7/2436 [..............................] - ETA: 19:10 - loss: 604.8725 - logits_profile_predictions_loss: 595.0613 - logcount_predictions_loss: 0.5875 8/2436 [..............................] - ETA: 19:11 - loss: 606.0205 - logits_profile_predictions_loss: 596.2323 - logcount_predictions_loss: 0.5861 9/2436 [..............................] - ETA: 19:12 - loss: 607.9924 - logits_profile_predictions_loss: 598.2236 - logcount_predictions_loss: 0.5850 10/2436 [..............................] - ETA: 19:11 - loss: 610.3548 - logits_profile_predictions_loss: 600.6095 - logcount_predictions_loss: 0.5836 11/2436 [..............................] - ETA: 19:11 - loss: 612.1039 - logits_profile_predictions_loss: 602.3765 - logcount_predictions_loss: 0.5825 12/2436 [..............................] - ETA: 19:10 - loss: 613.7024 - logits_profile_predictions_loss: 603.9992 - logcount_predictions_loss: 0.5810 13/2436 [..............................] - ETA: 19:09 - loss: 614.5380 - logits_profile_predictions_loss: 604.8684 - logcount_predictions_loss: 0.5790 14/2436 [..............................] - ETA: 19:09 - loss: 615.4270 - logits_profile_predictions_loss: 605.7646 - logcount_predictions_loss: 0.5786 15/2436 [..............................] - ETA: 19:09 - loss: 616.3833 - logits_profile_predictions_loss: 606.7258 - logcount_predictions_loss: 0.5783 16/2436 [..............................] - ETA: 19:09 - loss: 617.4309 - logits_profile_predictions_loss: 607.7751 - logcount_predictions_loss: 0.5782 17/2436 [..............................] - ETA: 19:08 - loss: 618.7017 - logits_profile_predictions_loss: 609.0403 - logcount_predictions_loss: 0.5785 18/2436 [..............................] - ETA: 19:08 - loss: 619.6250 - logits_profile_predictions_loss: 609.9451 - logcount_predictions_loss: 0.5796 19/2436 [..............................] - ETA: 19:07 - loss: 620.2762 - logits_profile_predictions_loss: 610.5812 - logcount_predictions_loss: 0.5805 20/2436 [..............................] - ETA: 19:07 - loss: 620.7465 - logits_profile_predictions_loss: 611.0336 - logcount_predictions_loss: 0.5816 21/2436 [..............................] - ETA: 19:07 - loss: 620.9747 - logits_profile_predictions_loss: 611.2431 - logcount_predictions_loss: 0.5827 22/2436 [..............................] - ETA: 19:06 - loss: 621.1217 - logits_profile_predictions_loss: 611.3635 - logcount_predictions_loss: 0.5843 23/2436 [..............................] - ETA: 19:06 - loss: 621.2148 - logits_profile_predictions_loss: 611.4255 - logcount_predictions_loss: 0.5862 24/2436 [..............................] - ETA: 19:05 - loss: 621.5381 - logits_profile_predictions_loss: 611.7132 - logcount_predictions_loss: 0.5883 25/2436 [..............................] - ETA: 19:05 - loss: 621.7326 - logits_profile_predictions_loss: 611.8763 - logcount_predictions_loss: 0.5902 26/2436 [..............................] - ETA: 19:04 - loss: 621.7489 - logits_profile_predictions_loss: 611.8666 - logcount_predictions_loss: 0.5918 27/2436 [..............................] - ETA: 19:04 - loss: 621.6435 - logits_profile_predictions_loss: 611.7330 - logcount_predictions_loss: 0.5934 28/2436 [..............................] - ETA: 19:03 - loss: 621.4744 - logits_profile_predictions_loss: 611.5230 - logcount_predictions_loss: 0.5959 29/2436 [..............................] - ETA: 19:03 - loss: 621.3650 - logits_profile_predictions_loss: 611.3732 - logcount_predictions_loss: 0.5983 30/2436 [..............................] - ETA: 19:02 - loss: 621.1397 - logits_profile_predictions_loss: 611.1145 - logcount_predictions_loss: 0.6003 31/2436 [..............................] - ETA: 19:02 - loss: 621.0265 - logits_profile_predictions_loss: 610.9668 - logcount_predictions_loss: 0.6024 32/2436 [..............................] - ETA: 19:01 - loss: 620.8837 - logits_profile_predictions_loss: 610.7956 - logcount_predictions_loss: 0.6041 33/2436 [..............................] - ETA: 19:01 - loss: 620.7905 - logits_profile_predictions_loss: 610.6795 - logcount_predictions_loss: 0.6054 34/2436 [..............................] - ETA: 19:01 - loss: 620.7351 - logits_profile_predictions_loss: 610.6001 - logcount_predictions_loss: 0.6069 35/2436 [..............................] - ETA: 19:00 - loss: 620.6829 - logits_profile_predictions_loss: 610.5271 - logcount_predictions_loss: 0.6081 36/2436 [..............................] - ETA: 19:00 - loss: 620.5967 - logits_profile_predictions_loss: 610.4200 - logcount_predictions_loss: 0.6094 37/2436 [..............................] - ETA: 18:59 - loss: 620.4780 - logits_profile_predictions_loss: 610.2852 - logcount_predictions_loss: 0.6103 38/2436 [..............................] - ETA: 18:59 - loss: 620.2987 - logits_profile_predictions_loss: 610.0917 - logcount_predictions_loss: 0.6112 39/2436 [..............................] - ETA: 18:58 - loss: 620.1430 - logits_profile_predictions_loss: 609.9236 - logcount_predictions_loss: 0.6119 40/2436 [..............................] - ETA: 18:58 - loss: 619.9834 - logits_profile_predictions_loss: 609.7535 - logcount_predictions_loss: 0.6126 41/2436 [..............................] - ETA: 18:57 - loss: 619.8412 - 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[..............................] - ETA: 18:54 - loss: 619.1323 - logits_profile_predictions_loss: 608.8539 - logcount_predictions_loss: 0.6155 49/2436 [..............................] - ETA: 18:54 - loss: 619.0297 - logits_profile_predictions_loss: 608.7488 - logcount_predictions_loss: 0.6156 50/2436 [..............................] - ETA: 18:53 - loss: 618.9457 - logits_profile_predictions_loss: 608.6641 - logcount_predictions_loss: 0.6157 51/2436 [..............................] - ETA: 18:53 - loss: 618.9003 - logits_profile_predictions_loss: 608.6179 - logcount_predictions_loss: 0.6157 52/2436 [..............................] - ETA: 18:52 - loss: 618.8568 - logits_profile_predictions_loss: 608.5735 - logcount_predictions_loss: 0.6158 53/2436 [..............................] - ETA: 18:52 - loss: 618.8639 - logits_profile_predictions_loss: 608.5796 - logcount_predictions_loss: 0.6158 54/2436 [..............................] - ETA: 18:52 - loss: 618.8699 - 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[..............................] - ETA: 18:48 - loss: 618.7640 - logits_profile_predictions_loss: 608.4879 - logcount_predictions_loss: 0.6153 62/2436 [..............................] - ETA: 18:48 - loss: 618.7387 - logits_profile_predictions_loss: 608.4639 - logcount_predictions_loss: 0.6153 63/2436 [..............................] - ETA: 18:47 - loss: 618.7001 - logits_profile_predictions_loss: 608.4276 - logcount_predictions_loss: 0.6151 64/2436 [..............................] - ETA: 18:47 - loss: 618.6520 - logits_profile_predictions_loss: 608.3821 - logcount_predictions_loss: 0.6150 65/2436 [..............................] - ETA: 18:46 - loss: 618.6242 - logits_profile_predictions_loss: 608.3573 - logcount_predictions_loss: 0.6148 66/2436 [..............................] - ETA: 18:46 - loss: 618.5946 - logits_profile_predictions_loss: 608.3306 - logcount_predictions_loss: 0.6146 67/2436 [..............................] - ETA: 18:45 - loss: 618.5612 - 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[..............................] - ETA: 18:42 - loss: 618.1857 - logits_profile_predictions_loss: 607.9502 - logcount_predictions_loss: 0.6129 75/2436 [..............................] - ETA: 18:42 - loss: 618.1261 - logits_profile_predictions_loss: 607.8950 - logcount_predictions_loss: 0.6126 76/2436 [..............................] - ETA: 18:42 - loss: 618.0623 - logits_profile_predictions_loss: 607.8352 - logcount_predictions_loss: 0.6124 77/2436 [..............................] - ETA: 18:41 - loss: 618.0006 - logits_profile_predictions_loss: 607.7777 - logcount_predictions_loss: 0.6121 78/2436 [..............................] - ETA: 18:41 - loss: 617.9305 - logits_profile_predictions_loss: 607.7119 - logcount_predictions_loss: 0.6119 79/2436 [..............................] - ETA: 18:40 - loss: 617.8587 - logits_profile_predictions_loss: 607.6447 - logcount_predictions_loss: 0.6116 80/2436 [..............................] - ETA: 18:40 - loss: 617.7789 - 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logits_profile_predictions_loss: 599.4538 - logcount_predictions_loss: 0.5827 393/2436 [===>..........................] - ETA: 16:15 - loss: 609.1810 - logits_profile_predictions_loss: 599.4501 - logcount_predictions_loss: 0.5827 394/2436 [===>..........................] - ETA: 16:15 - loss: 609.1770 - logits_profile_predictions_loss: 599.4464 - logcount_predictions_loss: 0.5827 395/2436 [===>..........................] - ETA: 16:15 - loss: 609.1728 - logits_profile_predictions_loss: 599.4425 - logcount_predictions_loss: 0.5826 396/2436 [===>..........................] - ETA: 16:14 - loss: 609.1678 - logits_profile_predictions_loss: 599.4378 - logcount_predictions_loss: 0.5826 397/2436 [===>..........................] - ETA: 16:14 - loss: 609.1629 - logits_profile_predictions_loss: 599.4333 - logcount_predictions_loss: 0.5826 398/2436 [===>..........................] - ETA: 16:13 - loss: 609.1582 - logits_profile_predictions_loss: 599.4289 - logcount_predictions_loss: 0.5826 399/2436 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[====>.........................] - ETA: 16:06 - loss: 609.0890 - logits_profile_predictions_loss: 599.3636 - logcount_predictions_loss: 0.5824 413/2436 [====>.........................] - ETA: 16:06 - loss: 609.0841 - logits_profile_predictions_loss: 599.3589 - logcount_predictions_loss: 0.5823 414/2436 [====>.........................] - ETA: 16:06 - loss: 609.0792 - logits_profile_predictions_loss: 599.3543 - logcount_predictions_loss: 0.5823 415/2436 [====>.........................] - ETA: 16:05 - loss: 609.0741 - logits_profile_predictions_loss: 599.3495 - logcount_predictions_loss: 0.5823 416/2436 [====>.........................] - ETA: 16:05 - loss: 609.0691 - logits_profile_predictions_loss: 599.3448 - logcount_predictions_loss: 0.5823 417/2436 [====>.........................] - ETA: 16:04 - loss: 609.0640 - logits_profile_predictions_loss: 599.3400 - logcount_predictions_loss: 0.5823 418/2436 [====>.........................] - ETA: 16:04 - loss: 609.0587 - 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[====>.........................] - ETA: 16:00 - loss: 609.0245 - logits_profile_predictions_loss: 599.3027 - logcount_predictions_loss: 0.5821 426/2436 [====>.........................] - ETA: 16:00 - loss: 609.0196 - logits_profile_predictions_loss: 599.2982 - logcount_predictions_loss: 0.5821 427/2436 [====>.........................] - ETA: 15:59 - loss: 609.0148 - logits_profile_predictions_loss: 599.2936 - logcount_predictions_loss: 0.5821 428/2436 [====>.........................] - ETA: 15:59 - loss: 609.0097 - logits_profile_predictions_loss: 599.2888 - logcount_predictions_loss: 0.5821 429/2436 [====>.........................] - ETA: 15:58 - loss: 609.0047 - logits_profile_predictions_loss: 599.2842 - logcount_predictions_loss: 0.5821 430/2436 [====>.........................] - ETA: 15:58 - loss: 608.9998 - logits_profile_predictions_loss: 599.2796 - logcount_predictions_loss: 0.5820 431/2436 [====>.........................] - ETA: 15:57 - loss: 608.9944 - 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[====>.........................] - ETA: 15:36 - loss: 608.8221 - logits_profile_predictions_loss: 599.1166 - logcount_predictions_loss: 0.5812 478/2436 [====>.........................] - ETA: 15:35 - loss: 608.8190 - logits_profile_predictions_loss: 599.1138 - logcount_predictions_loss: 0.5811 479/2436 [====>.........................] - ETA: 15:35 - loss: 608.8163 - logits_profile_predictions_loss: 599.1113 - logcount_predictions_loss: 0.5811 480/2436 [====>.........................] - ETA: 15:34 - loss: 608.8140 - logits_profile_predictions_loss: 599.1094 - logcount_predictions_loss: 0.5811 481/2436 [====>.........................] - ETA: 15:34 - loss: 608.8119 - logits_profile_predictions_loss: 599.1075 - logcount_predictions_loss: 0.5811 482/2436 [====>.........................] - ETA: 15:33 - loss: 608.8094 - logits_profile_predictions_loss: 599.1053 - logcount_predictions_loss: 0.5811 483/2436 [====>.........................] - ETA: 15:33 - loss: 608.8070 - 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2434/2436 [============================>.] - ETA: 0s - loss: 604.6436 - logits_profile_predictions_loss: 595.0552 - logcount_predictions_loss: 0.5741 2435/2436 [============================>.] - ETA: 0s - loss: 604.6420 - logits_profile_predictions_loss: 595.0538 - logcount_predictions_loss: 0.5741 2436/2436 [==============================] - ETA: 0s - loss: 604.6404 - logits_profile_predictions_loss: 595.0523 - logcount_predictions_loss: 0.5741 2436/2436 [==============================] - 1203s 494ms/step - loss: 604.6388 - logits_profile_predictions_loss: 595.0508 - logcount_predictions_loss: 0.5741 - val_loss: 572.8638 - val_logits_profile_predictions_loss: 564.2798 - val_logcount_predictions_loss: 0.5140 Epoch 00002: val_loss improved from 586.27466 to 572.86383, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2436 [..............................] - ETA: 20:49 - loss: 566.4545 - logits_profile_predictions_loss: 559.5777 - logcount_predictions_loss: 0.4118 2/2436 [..............................] - ETA: 19:18 - loss: 555.0034 - logits_profile_predictions_loss: 547.6281 - logcount_predictions_loss: 0.4416 3/2436 [..............................] - ETA: 19:08 - loss: 560.2230 - logits_profile_predictions_loss: 552.7452 - logcount_predictions_loss: 0.4478 4/2436 [..............................] - ETA: 19:07 - loss: 569.2808 - logits_profile_predictions_loss: 561.7709 - logcount_predictions_loss: 0.4497 5/2436 [..............................] - ETA: 19:08 - loss: 571.3832 - logits_profile_predictions_loss: 563.7337 - logcount_predictions_loss: 0.4580 6/2436 [..............................] - ETA: 19:07 - loss: 570.7053 - logits_profile_predictions_loss: 562.8649 - logcount_predictions_loss: 0.4695 7/2436 [..............................] - ETA: 19:07 - loss: 569.8245 - logits_profile_predictions_loss: 561.8868 - logcount_predictions_loss: 0.4753 8/2436 [..............................] - ETA: 19:06 - loss: 568.5444 - logits_profile_predictions_loss: 560.5823 - logcount_predictions_loss: 0.4768 9/2436 [..............................] - ETA: 19:06 - loss: 568.1808 - logits_profile_predictions_loss: 560.1953 - logcount_predictions_loss: 0.4782 10/2436 [..............................] - ETA: 19:05 - loss: 568.9566 - logits_profile_predictions_loss: 560.9441 - logcount_predictions_loss: 0.4798 11/2436 [..............................] - ETA: 19:06 - loss: 570.2709 - logits_profile_predictions_loss: 562.2461 - logcount_predictions_loss: 0.4805 12/2436 [..............................] - ETA: 19:05 - loss: 570.7260 - logits_profile_predictions_loss: 562.6910 - logcount_predictions_loss: 0.4811 13/2436 [..............................] - ETA: 19:06 - loss: 571.4506 - logits_profile_predictions_loss: 563.4168 - logcount_predictions_loss: 0.4811 14/2436 [..............................] - ETA: 19:05 - loss: 571.8759 - logits_profile_predictions_loss: 563.8561 - logcount_predictions_loss: 0.4802 15/2436 [..............................] - ETA: 19:05 - loss: 572.5053 - logits_profile_predictions_loss: 564.4941 - logcount_predictions_loss: 0.4797 16/2436 [..............................] - ETA: 19:04 - loss: 572.9471 - logits_profile_predictions_loss: 564.9427 - logcount_predictions_loss: 0.4793 17/2436 [..............................] - ETA: 19:05 - loss: 573.5363 - logits_profile_predictions_loss: 565.5343 - logcount_predictions_loss: 0.4792 18/2436 [..............................] - ETA: 19:05 - loss: 574.2592 - logits_profile_predictions_loss: 566.2476 - logcount_predictions_loss: 0.4797 19/2436 [..............................] - ETA: 19:04 - loss: 575.0670 - logits_profile_predictions_loss: 567.0487 - logcount_predictions_loss: 0.4801 20/2436 [..............................] - ETA: 19:03 - loss: 575.7322 - logits_profile_predictions_loss: 567.7003 - logcount_predictions_loss: 0.4809 21/2436 [..............................] - ETA: 19:03 - loss: 576.3653 - logits_profile_predictions_loss: 568.3156 - logcount_predictions_loss: 0.4820 22/2436 [..............................] - ETA: 19:02 - loss: 577.0377 - logits_profile_predictions_loss: 568.9725 - logcount_predictions_loss: 0.4829 23/2436 [..............................] - ETA: 19:02 - loss: 577.4561 - logits_profile_predictions_loss: 569.3768 - logcount_predictions_loss: 0.4838 24/2436 [..............................] - ETA: 19:01 - loss: 577.8901 - logits_profile_predictions_loss: 569.7933 - logcount_predictions_loss: 0.4848 25/2436 [..............................] - ETA: 19:01 - loss: 578.4337 - logits_profile_predictions_loss: 570.3179 - logcount_predictions_loss: 0.4860 26/2436 [..............................] - ETA: 19:00 - loss: 578.8738 - logits_profile_predictions_loss: 570.7346 - logcount_predictions_loss: 0.4874 27/2436 [..............................] - ETA: 19:00 - loss: 579.2207 - logits_profile_predictions_loss: 571.0554 - logcount_predictions_loss: 0.4889 28/2436 [..............................] - ETA: 19:00 - loss: 579.5382 - logits_profile_predictions_loss: 571.3482 - logcount_predictions_loss: 0.4904 29/2436 [..............................] - ETA: 19:00 - loss: 579.8530 - logits_profile_predictions_loss: 571.6414 - logcount_predictions_loss: 0.4917 30/2436 [..............................] - ETA: 18:59 - loss: 580.1004 - logits_profile_predictions_loss: 571.8726 - logcount_predictions_loss: 0.4927 31/2436 [..............................] - ETA: 18:59 - loss: 580.3183 - logits_profile_predictions_loss: 572.0787 - logcount_predictions_loss: 0.4934 32/2436 [..............................] - ETA: 18:59 - loss: 580.5661 - logits_profile_predictions_loss: 572.3148 - logcount_predictions_loss: 0.4941 33/2436 [..............................] - ETA: 18:59 - loss: 580.8126 - logits_profile_predictions_loss: 572.5529 - logcount_predictions_loss: 0.4946 34/2436 [..............................] - ETA: 18:58 - loss: 581.0690 - logits_profile_predictions_loss: 572.7996 - logcount_predictions_loss: 0.4952 35/2436 [..............................] - ETA: 18:58 - loss: 581.3144 - logits_profile_predictions_loss: 573.0360 - logcount_predictions_loss: 0.4957 36/2436 [..............................] - ETA: 18:57 - loss: 581.5737 - logits_profile_predictions_loss: 573.2854 - logcount_predictions_loss: 0.4963 37/2436 [..............................] - ETA: 18:57 - loss: 581.8016 - logits_profile_predictions_loss: 573.5038 - logcount_predictions_loss: 0.4969 38/2436 [..............................] - ETA: 18:57 - loss: 581.9705 - logits_profile_predictions_loss: 573.6628 - logcount_predictions_loss: 0.4975 39/2436 [..............................] - ETA: 18:56 - loss: 582.2031 - logits_profile_predictions_loss: 573.8855 - logcount_predictions_loss: 0.4981 40/2436 [..............................] - ETA: 18:56 - loss: 582.3238 - logits_profile_predictions_loss: 573.9984 - logcount_predictions_loss: 0.4985 41/2436 [..............................] - ETA: 18:55 - loss: 582.4762 - logits_profile_predictions_loss: 574.1442 - logcount_predictions_loss: 0.4989 42/2436 [..............................] - ETA: 18:55 - loss: 582.6043 - logits_profile_predictions_loss: 574.2676 - logcount_predictions_loss: 0.4992 43/2436 [..............................] - ETA: 18:54 - loss: 582.7745 - logits_profile_predictions_loss: 574.4334 - logcount_predictions_loss: 0.4995 44/2436 [..............................] - ETA: 18:54 - loss: 582.9375 - logits_profile_predictions_loss: 574.5925 - logcount_predictions_loss: 0.4997 45/2436 [..............................] - ETA: 18:54 - loss: 583.0771 - logits_profile_predictions_loss: 574.7288 - logcount_predictions_loss: 0.4999 46/2436 [..............................] - ETA: 18:53 - loss: 583.1981 - logits_profile_predictions_loss: 574.8464 - logcount_predictions_loss: 0.5001 47/2436 [..............................] - ETA: 18:52 - loss: 583.2874 - logits_profile_predictions_loss: 574.9307 - logcount_predictions_loss: 0.5004 48/2436 [..............................] - ETA: 18:52 - loss: 583.3718 - logits_profile_predictions_loss: 575.0101 - logcount_predictions_loss: 0.5007 49/2436 [..............................] - ETA: 18:52 - loss: 583.4862 - logits_profile_predictions_loss: 575.1190 - logcount_predictions_loss: 0.5010 50/2436 [..............................] - ETA: 18:51 - loss: 583.6180 - logits_profile_predictions_loss: 575.2446 - logcount_predictions_loss: 0.5014 51/2436 [..............................] - ETA: 18:51 - loss: 583.7544 - logits_profile_predictions_loss: 575.3758 - logcount_predictions_loss: 0.5017 52/2436 [..............................] - ETA: 18:50 - loss: 583.8717 - logits_profile_predictions_loss: 575.4885 - logcount_predictions_loss: 0.5020 53/2436 [..............................] - ETA: 18:50 - loss: 584.0128 - logits_profile_predictions_loss: 575.6256 - logcount_predictions_loss: 0.5022 54/2436 [..............................] - ETA: 18:49 - loss: 584.1491 - logits_profile_predictions_loss: 575.7582 - logcount_predictions_loss: 0.5024 55/2436 [..............................] - ETA: 18:49 - loss: 584.2524 - logits_profile_predictions_loss: 575.8578 - logcount_predictions_loss: 0.5027 56/2436 [..............................] - ETA: 18:48 - loss: 584.3589 - logits_profile_predictions_loss: 575.9615 - logcount_predictions_loss: 0.5028 57/2436 [..............................] - ETA: 18:48 - loss: 584.4651 - logits_profile_predictions_loss: 576.0648 - logcount_predictions_loss: 0.5030 58/2436 [..............................] - ETA: 18:47 - loss: 584.5570 - logits_profile_predictions_loss: 576.1544 - logcount_predictions_loss: 0.5031 59/2436 [..............................] - ETA: 18:47 - loss: 584.6421 - logits_profile_predictions_loss: 576.2365 - logcount_predictions_loss: 0.5033 60/2436 [..............................] - ETA: 18:46 - loss: 584.7192 - logits_profile_predictions_loss: 576.3111 - logcount_predictions_loss: 0.5035 61/2436 [..............................] - ETA: 18:46 - loss: 584.7929 - logits_profile_predictions_loss: 576.3822 - logcount_predictions_loss: 0.5036 62/2436 [..............................] - ETA: 18:45 - loss: 584.8834 - logits_profile_predictions_loss: 576.4702 - logcount_predictions_loss: 0.5038 63/2436 [..............................] - ETA: 18:45 - loss: 584.9889 - logits_profile_predictions_loss: 576.5735 - logcount_predictions_loss: 0.5039 64/2436 [..............................] - ETA: 18:44 - loss: 585.0948 - logits_profile_predictions_loss: 576.6774 - logcount_predictions_loss: 0.5040 65/2436 [..............................] - ETA: 18:44 - loss: 585.2077 - logits_profile_predictions_loss: 576.7881 - logcount_predictions_loss: 0.5042 66/2436 [..............................] - ETA: 18:43 - loss: 585.3270 - logits_profile_predictions_loss: 576.9053 - logcount_predictions_loss: 0.5043 67/2436 [..............................] - ETA: 18:43 - loss: 585.4451 - logits_profile_predictions_loss: 577.0220 - logcount_predictions_loss: 0.5044 68/2436 [..............................] - ETA: 18:43 - loss: 585.5405 - logits_profile_predictions_loss: 577.1159 - logcount_predictions_loss: 0.5045 69/2436 [..............................] - ETA: 18:42 - loss: 585.6245 - logits_profile_predictions_loss: 577.1987 - logcount_predictions_loss: 0.5045 70/2436 [..............................] - ETA: 18:42 - loss: 585.6958 - logits_profile_predictions_loss: 577.2687 - logcount_predictions_loss: 0.5046 71/2436 [..............................] - ETA: 18:41 - loss: 585.7560 - logits_profile_predictions_loss: 577.3276 - logcount_predictions_loss: 0.5047 72/2436 [..............................] - ETA: 18:41 - loss: 585.8050 - logits_profile_predictions_loss: 577.3754 - logcount_predictions_loss: 0.5048 73/2436 [..............................] - ETA: 18:41 - loss: 585.8318 - logits_profile_predictions_loss: 577.4014 - logcount_predictions_loss: 0.5048 74/2436 [..............................] - ETA: 18:40 - loss: 585.8475 - logits_profile_predictions_loss: 577.4162 - logcount_predictions_loss: 0.5049 75/2436 [..............................] - ETA: 18:40 - loss: 585.8478 - logits_profile_predictions_loss: 577.4160 - logcount_predictions_loss: 0.5049 76/2436 [..............................] - ETA: 18:39 - loss: 585.8605 - logits_profile_predictions_loss: 577.4276 - logcount_predictions_loss: 0.5050 77/2436 [..............................] - ETA: 18:39 - loss: 585.8838 - logits_profile_predictions_loss: 577.4497 - logcount_predictions_loss: 0.5050 78/2436 [..............................] - ETA: 18:39 - loss: 585.9114 - logits_profile_predictions_loss: 577.4764 - logcount_predictions_loss: 0.5051 79/2436 [..............................] - ETA: 18:38 - loss: 585.9400 - logits_profile_predictions_loss: 577.5042 - logcount_predictions_loss: 0.5051 80/2436 [..............................] - ETA: 18:38 - loss: 585.9636 - logits_profile_predictions_loss: 577.5270 - logcount_predictions_loss: 0.5052 81/2436 [..............................] - ETA: 18:37 - loss: 585.9905 - logits_profile_predictions_loss: 577.5532 - logcount_predictions_loss: 0.5052 82/2436 [>.............................] - ETA: 18:37 - loss: 586.0158 - logits_profile_predictions_loss: 577.5774 - logcount_predictions_loss: 0.5053 83/2436 [>.............................] - ETA: 18:36 - loss: 586.0517 - logits_profile_predictions_loss: 577.6120 - logcount_predictions_loss: 0.5054 84/2436 [>.............................] - ETA: 18:36 - loss: 586.0797 - logits_profile_predictions_loss: 577.6388 - logcount_predictions_loss: 0.5054 85/2436 [>.............................] - ETA: 18:36 - loss: 586.1045 - logits_profile_predictions_loss: 577.6627 - logcount_predictions_loss: 0.5055 86/2436 [>.............................] - ETA: 18:35 - loss: 586.1358 - logits_profile_predictions_loss: 577.6934 - logcount_predictions_loss: 0.5055 87/2436 [>.............................] - ETA: 18:35 - loss: 586.1695 - logits_profile_predictions_loss: 577.7258 - logcount_predictions_loss: 0.5056 88/2436 [>.............................] - ETA: 18:34 - loss: 586.2031 - logits_profile_predictions_loss: 577.7581 - logcount_predictions_loss: 0.5057 89/2436 [>.............................] - ETA: 18:34 - loss: 586.2407 - logits_profile_predictions_loss: 577.7939 - logcount_predictions_loss: 0.5058 90/2436 [>.............................] - ETA: 18:34 - loss: 586.2798 - logits_profile_predictions_loss: 577.8315 - logcount_predictions_loss: 0.5059 91/2436 [>.............................] - ETA: 18:33 - loss: 586.3163 - logits_profile_predictions_loss: 577.8665 - logcount_predictions_loss: 0.5060 92/2436 [>.............................] - ETA: 18:33 - loss: 586.3447 - logits_profile_predictions_loss: 577.8932 - logcount_predictions_loss: 0.5061 93/2436 [>.............................] - ETA: 18:32 - loss: 586.3703 - logits_profile_predictions_loss: 577.9175 - logcount_predictions_loss: 0.5062 94/2436 [>.............................] - ETA: 18:32 - loss: 586.3900 - logits_profile_predictions_loss: 577.9357 - logcount_predictions_loss: 0.5062 95/2436 [>.............................] - ETA: 18:31 - loss: 586.4174 - logits_profile_predictions_loss: 577.9617 - logcount_predictions_loss: 0.5063 96/2436 [>.............................] - ETA: 18:31 - loss: 586.4600 - logits_profile_predictions_loss: 578.0031 - logcount_predictions_loss: 0.5064 97/2436 [>.............................] - ETA: 18:30 - loss: 586.4997 - logits_profile_predictions_loss: 578.0418 - logcount_predictions_loss: 0.5065 98/2436 [>.............................] - ETA: 18:30 - loss: 586.5458 - logits_profile_predictions_loss: 578.0871 - logcount_predictions_loss: 0.5065 99/2436 [>.............................] - ETA: 18:30 - loss: 586.5926 - logits_profile_predictions_loss: 578.1332 - logcount_predictions_loss: 0.5065 100/2436 [>.............................] - ETA: 18:29 - loss: 586.6326 - logits_profile_predictions_loss: 578.1723 - logcount_predictions_loss: 0.5066 101/2436 [>.............................] - ETA: 18:29 - loss: 586.6709 - logits_profile_predictions_loss: 578.2097 - logcount_predictions_loss: 0.5067 102/2436 [>.............................] - ETA: 18:28 - loss: 586.7117 - logits_profile_predictions_loss: 578.2497 - logcount_predictions_loss: 0.5067 103/2436 [>.............................] - ETA: 18:28 - loss: 586.7555 - logits_profile_predictions_loss: 578.2922 - logcount_predictions_loss: 0.5068 104/2436 [>.............................] - ETA: 18:28 - loss: 586.8005 - logits_profile_predictions_loss: 578.3361 - logcount_predictions_loss: 0.5068 105/2436 [>.............................] - ETA: 18:27 - loss: 586.8396 - logits_profile_predictions_loss: 578.3740 - logcount_predictions_loss: 0.5069 106/2436 [>.............................] - ETA: 18:27 - loss: 586.8903 - logits_profile_predictions_loss: 578.4238 - logcount_predictions_loss: 0.5070 107/2436 [>.............................] - ETA: 18:26 - loss: 586.9462 - logits_profile_predictions_loss: 578.4790 - logcount_predictions_loss: 0.5070 108/2436 [>.............................] - ETA: 18:26 - loss: 587.0000 - logits_profile_predictions_loss: 578.5319 - logcount_predictions_loss: 0.5071 109/2436 [>.............................] - ETA: 18:26 - loss: 587.0490 - logits_profile_predictions_loss: 578.5801 - logcount_predictions_loss: 0.5071 110/2436 [>.............................] - ETA: 18:25 - loss: 587.0917 - logits_profile_predictions_loss: 578.6219 - logcount_predictions_loss: 0.5072 111/2436 [>.............................] - ETA: 18:25 - loss: 587.1343 - logits_profile_predictions_loss: 578.6634 - logcount_predictions_loss: 0.5072 112/2436 [>.............................] - ETA: 18:24 - loss: 587.1812 - logits_profile_predictions_loss: 578.7089 - logcount_predictions_loss: 0.5073 113/2436 [>.............................] - ETA: 18:24 - loss: 587.2261 - logits_profile_predictions_loss: 578.7522 - logcount_predictions_loss: 0.5074 114/2436 [>.............................] - ETA: 18:23 - loss: 587.2719 - logits_profile_predictions_loss: 578.7966 - logcount_predictions_loss: 0.5075 115/2436 [>.............................] - ETA: 18:23 - loss: 587.3237 - logits_profile_predictions_loss: 578.8470 - logcount_predictions_loss: 0.5076 116/2436 [>.............................] - ETA: 18:23 - loss: 587.3699 - logits_profile_predictions_loss: 578.8917 - logcount_predictions_loss: 0.5077 117/2436 [>.............................] - ETA: 18:22 - loss: 587.4107 - logits_profile_predictions_loss: 578.9311 - logcount_predictions_loss: 0.5078 118/2436 [>.............................] - ETA: 18:22 - loss: 587.4532 - logits_profile_predictions_loss: 578.9717 - logcount_predictions_loss: 0.5079 119/2436 [>.............................] - ETA: 18:21 - loss: 587.4902 - logits_profile_predictions_loss: 579.0068 - logcount_predictions_loss: 0.5080 120/2436 [>.............................] - ETA: 18:21 - loss: 587.5292 - logits_profile_predictions_loss: 579.0437 - logcount_predictions_loss: 0.5081 121/2436 [>.............................] - ETA: 18:20 - loss: 587.5696 - logits_profile_predictions_loss: 579.0818 - logcount_predictions_loss: 0.5082 122/2436 [>.............................] - ETA: 18:20 - loss: 587.6099 - logits_profile_predictions_loss: 579.1199 - logcount_predictions_loss: 0.5084 123/2436 [>.............................] - ETA: 18:19 - loss: 587.6502 - logits_profile_predictions_loss: 579.1580 - logcount_predictions_loss: 0.5085 124/2436 [>.............................] - ETA: 18:19 - loss: 587.6917 - logits_profile_predictions_loss: 579.1973 - logcount_predictions_loss: 0.5086 125/2436 [>.............................] - ETA: 18:19 - loss: 587.7413 - logits_profile_predictions_loss: 579.2447 - logcount_predictions_loss: 0.5088 126/2436 [>.............................] - ETA: 18:18 - loss: 587.7879 - logits_profile_predictions_loss: 579.2894 - logcount_predictions_loss: 0.5089 127/2436 [>.............................] - ETA: 18:18 - loss: 587.8313 - logits_profile_predictions_loss: 579.3310 - logcount_predictions_loss: 0.5090 128/2436 [>.............................] - ETA: 18:17 - loss: 587.8736 - logits_profile_predictions_loss: 579.3715 - logcount_predictions_loss: 0.5091 129/2436 [>.............................] - ETA: 18:17 - loss: 587.9116 - logits_profile_predictions_loss: 579.4076 - logcount_predictions_loss: 0.5092 130/2436 [>.............................] - ETA: 18:16 - loss: 587.9491 - logits_profile_predictions_loss: 579.4431 - logcount_predictions_loss: 0.5093 131/2436 [>.............................] - ETA: 18:16 - loss: 587.9868 - logits_profile_predictions_loss: 579.4789 - logcount_predictions_loss: 0.5095 132/2436 [>.............................] - ETA: 18:15 - loss: 588.0216 - logits_profile_predictions_loss: 579.5120 - logcount_predictions_loss: 0.5096 133/2436 [>.............................] - ETA: 18:15 - loss: 588.0623 - logits_profile_predictions_loss: 579.5507 - logcount_predictions_loss: 0.5097 134/2436 [>.............................] - ETA: 18:15 - loss: 588.1060 - logits_profile_predictions_loss: 579.5924 - logcount_predictions_loss: 0.5098 135/2436 [>.............................] - ETA: 18:14 - loss: 588.1437 - logits_profile_predictions_loss: 579.6281 - logcount_predictions_loss: 0.5099 136/2436 [>.............................] - ETA: 18:14 - loss: 588.1792 - logits_profile_predictions_loss: 579.6617 - logcount_predictions_loss: 0.5100 137/2436 [>.............................] - ETA: 18:13 - loss: 588.2138 - logits_profile_predictions_loss: 579.6944 - logcount_predictions_loss: 0.5101 138/2436 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logits_profile_predictions_loss: 582.5533 - logcount_predictions_loss: 0.5172 2394/2436 [============================>.] - ETA: 20s - loss: 591.1900 - logits_profile_predictions_loss: 582.5530 - logcount_predictions_loss: 0.5172 2395/2436 [============================>.] - ETA: 19s - loss: 591.1897 - logits_profile_predictions_loss: 582.5528 - logcount_predictions_loss: 0.5171 2396/2436 [============================>.] - ETA: 19s - loss: 591.1894 - logits_profile_predictions_loss: 582.5525 - logcount_predictions_loss: 0.5171 2397/2436 [============================>.] - ETA: 18s - loss: 591.1890 - logits_profile_predictions_loss: 582.5522 - logcount_predictions_loss: 0.5171 2398/2436 [============================>.] - ETA: 18s - loss: 591.1887 - logits_profile_predictions_loss: 582.5520 - logcount_predictions_loss: 0.5171 2399/2436 [============================>.] - ETA: 17s - loss: 591.1884 - logits_profile_predictions_loss: 582.5517 - logcount_predictions_loss: 0.5171 2400/2436 [============================>.] - ETA: 17s - loss: 591.1880 - logits_profile_predictions_loss: 582.5514 - logcount_predictions_loss: 0.5171 2401/2436 [============================>.] - ETA: 16s - loss: 591.1877 - logits_profile_predictions_loss: 582.5511 - logcount_predictions_loss: 0.5171 2402/2436 [============================>.] - ETA: 16s - loss: 591.1873 - logits_profile_predictions_loss: 582.5508 - logcount_predictions_loss: 0.5171 2403/2436 [============================>.] - ETA: 15s - loss: 591.1870 - logits_profile_predictions_loss: 582.5505 - logcount_predictions_loss: 0.5171 2404/2436 [============================>.] - ETA: 15s - loss: 591.1866 - logits_profile_predictions_loss: 582.5502 - logcount_predictions_loss: 0.5171 2405/2436 [============================>.] - ETA: 14s - loss: 591.1863 - logits_profile_predictions_loss: 582.5499 - logcount_predictions_loss: 0.5171 2406/2436 [============================>.] - ETA: 14s - loss: 591.1859 - logits_profile_predictions_loss: 582.5496 - logcount_predictions_loss: 0.5171 2407/2436 [============================>.] - ETA: 13s - loss: 591.1856 - logits_profile_predictions_loss: 582.5493 - logcount_predictions_loss: 0.5171 2408/2436 [============================>.] - ETA: 13s - loss: 591.1852 - logits_profile_predictions_loss: 582.5490 - logcount_predictions_loss: 0.5171 2409/2436 [============================>.] - ETA: 12s - loss: 591.1848 - logits_profile_predictions_loss: 582.5487 - logcount_predictions_loss: 0.5171 2410/2436 [============================>.] - ETA: 12s - loss: 591.1845 - logits_profile_predictions_loss: 582.5484 - logcount_predictions_loss: 0.5171 2411/2436 [============================>.] - ETA: 11s - loss: 591.1841 - logits_profile_predictions_loss: 582.5481 - logcount_predictions_loss: 0.5171 2412/2436 [============================>.] - ETA: 11s - loss: 591.1837 - logits_profile_predictions_loss: 582.5477 - logcount_predictions_loss: 0.5171 2413/2436 [============================>.] - ETA: 10s - loss: 591.1833 - logits_profile_predictions_loss: 582.5474 - logcount_predictions_loss: 0.5171 2414/2436 [============================>.] - ETA: 10s - loss: 591.1830 - logits_profile_predictions_loss: 582.5471 - logcount_predictions_loss: 0.5171 2415/2436 [============================>.] - ETA: 10s - loss: 591.1826 - logits_profile_predictions_loss: 582.5468 - logcount_predictions_loss: 0.5171 2416/2436 [============================>.] - ETA: 9s - loss: 591.1822 - logits_profile_predictions_loss: 582.5464 - logcount_predictions_loss: 0.5171  2417/2436 [============================>.] - ETA: 9s - loss: 591.1818 - logits_profile_predictions_loss: 582.5461 - logcount_predictions_loss: 0.5171 2418/2436 [============================>.] - ETA: 8s - loss: 591.1814 - logits_profile_predictions_loss: 582.5457 - logcount_predictions_loss: 0.5171 2419/2436 [============================>.] - ETA: 8s - loss: 591.1810 - logits_profile_predictions_loss: 582.5454 - logcount_predictions_loss: 0.5171 2420/2436 [============================>.] - ETA: 7s - loss: 591.1806 - logits_profile_predictions_loss: 582.5451 - logcount_predictions_loss: 0.5171 2421/2436 [============================>.] - ETA: 7s - loss: 591.1802 - logits_profile_predictions_loss: 582.5447 - logcount_predictions_loss: 0.5171 2422/2436 [============================>.] - ETA: 6s - loss: 591.1798 - logits_profile_predictions_loss: 582.5443 - logcount_predictions_loss: 0.5171 2423/2436 [============================>.] - ETA: 6s - loss: 591.1793 - logits_profile_predictions_loss: 582.5439 - logcount_predictions_loss: 0.5171 2424/2436 [============================>.] - ETA: 5s - loss: 591.1789 - logits_profile_predictions_loss: 582.5436 - logcount_predictions_loss: 0.5171 2425/2436 [============================>.] - ETA: 5s - loss: 591.1785 - logits_profile_predictions_loss: 582.5432 - logcount_predictions_loss: 0.5171 2426/2436 [============================>.] - ETA: 4s - loss: 591.1780 - logits_profile_predictions_loss: 582.5428 - logcount_predictions_loss: 0.5170 2427/2436 [============================>.] - ETA: 4s - loss: 591.1776 - logits_profile_predictions_loss: 582.5424 - logcount_predictions_loss: 0.5170 2428/2436 [============================>.] - ETA: 3s - loss: 591.1771 - logits_profile_predictions_loss: 582.5420 - logcount_predictions_loss: 0.5170 2429/2436 [============================>.] - ETA: 3s - loss: 591.1767 - logits_profile_predictions_loss: 582.5416 - logcount_predictions_loss: 0.5170 2430/2436 [============================>.] - ETA: 2s - loss: 591.1762 - logits_profile_predictions_loss: 582.5412 - logcount_predictions_loss: 0.5170 2431/2436 [============================>.] - ETA: 2s - loss: 591.1758 - logits_profile_predictions_loss: 582.5408 - logcount_predictions_loss: 0.5170 2432/2436 [============================>.] - ETA: 1s - loss: 591.1753 - logits_profile_predictions_loss: 582.5404 - logcount_predictions_loss: 0.5170 2433/2436 [============================>.] - ETA: 1s - loss: 591.1749 - logits_profile_predictions_loss: 582.5400 - logcount_predictions_loss: 0.5170 2434/2436 [============================>.] - ETA: 0s - loss: 591.1745 - logits_profile_predictions_loss: 582.5396 - logcount_predictions_loss: 0.5170 2435/2436 [============================>.] - ETA: 0s - loss: 591.1740 - logits_profile_predictions_loss: 582.5393 - logcount_predictions_loss: 0.5170 2436/2436 [==============================] - ETA: 0s - loss: 591.1736 - logits_profile_predictions_loss: 582.5389 - logcount_predictions_loss: 0.5170 2436/2436 [==============================] - 1202s 494ms/step - loss: 591.1732 - logits_profile_predictions_loss: 582.5386 - logcount_predictions_loss: 0.5170 - val_loss: 572.6910 - val_logits_profile_predictions_loss: 564.8957 - val_logcount_predictions_loss: 0.4668 Epoch 00003: val_loss improved from 572.86383 to 572.69098, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2436 [..............................] - ETA: 20:58 - loss: 579.2794 - logits_profile_predictions_loss: 570.5818 - logcount_predictions_loss: 0.5208 2/2436 [..............................] - ETA: 19:06 - loss: 600.3310 - logits_profile_predictions_loss: 592.2513 - logcount_predictions_loss: 0.4838 3/2436 [..............................] - ETA: 19:09 - loss: 599.6774 - logits_profile_predictions_loss: 591.9373 - logcount_predictions_loss: 0.4635 4/2436 [..............................] - ETA: 19:07 - loss: 602.1849 - logits_profile_predictions_loss: 594.5547 - logcount_predictions_loss: 0.4569 5/2436 [..............................] - ETA: 19:06 - loss: 606.5183 - logits_profile_predictions_loss: 598.9889 - logcount_predictions_loss: 0.4509 6/2436 [..............................] - ETA: 19:09 - loss: 607.7968 - logits_profile_predictions_loss: 600.3403 - logcount_predictions_loss: 0.4465 7/2436 [..............................] - ETA: 19:08 - loss: 609.5421 - logits_profile_predictions_loss: 602.1401 - logcount_predictions_loss: 0.4432 8/2436 [..............................] - ETA: 19:08 - loss: 610.7998 - logits_profile_predictions_loss: 603.4340 - logcount_predictions_loss: 0.4411 9/2436 [..............................] - ETA: 19:07 - loss: 611.0742 - logits_profile_predictions_loss: 603.7194 - logcount_predictions_loss: 0.4404 10/2436 [..............................] - ETA: 19:06 - loss: 611.2240 - logits_profile_predictions_loss: 603.8805 - logcount_predictions_loss: 0.4397 11/2436 [..............................] - ETA: 19:06 - loss: 610.9563 - logits_profile_predictions_loss: 603.6204 - logcount_predictions_loss: 0.4393 12/2436 [..............................] - ETA: 19:06 - loss: 610.3980 - logits_profile_predictions_loss: 603.0723 - logcount_predictions_loss: 0.4387 13/2436 [..............................] - ETA: 19:06 - loss: 609.5473 - logits_profile_predictions_loss: 602.2226 - logcount_predictions_loss: 0.4386 14/2436 [..............................] - ETA: 19:05 - loss: 608.8272 - logits_profile_predictions_loss: 601.5047 - logcount_predictions_loss: 0.4385 15/2436 [..............................] - ETA: 19:05 - loss: 608.4451 - logits_profile_predictions_loss: 601.1243 - logcount_predictions_loss: 0.4384 16/2436 [..............................] - ETA: 19:05 - loss: 607.9380 - logits_profile_predictions_loss: 600.6100 - logcount_predictions_loss: 0.4388 17/2436 [..............................] - ETA: 19:04 - loss: 607.2373 - logits_profile_predictions_loss: 599.9140 - logcount_predictions_loss: 0.4385 18/2436 [..............................] - ETA: 19:05 - loss: 606.4626 - logits_profile_predictions_loss: 599.1377 - logcount_predictions_loss: 0.4386 19/2436 [..............................] - ETA: 19:04 - loss: 605.7952 - logits_profile_predictions_loss: 598.4635 - logcount_predictions_loss: 0.4390 20/2436 [..............................] - ETA: 19:04 - loss: 605.3479 - logits_profile_predictions_loss: 598.0040 - logcount_predictions_loss: 0.4398 21/2436 [..............................] - ETA: 19:05 - loss: 604.9713 - logits_profile_predictions_loss: 597.6158 - logcount_predictions_loss: 0.4405 22/2436 [..............................] - ETA: 19:04 - loss: 604.5811 - logits_profile_predictions_loss: 597.2143 - logcount_predictions_loss: 0.4411 23/2436 [..............................] - ETA: 19:04 - loss: 604.1549 - logits_profile_predictions_loss: 596.7747 - logcount_predictions_loss: 0.4419 24/2436 [..............................] - ETA: 19:03 - loss: 603.8687 - logits_profile_predictions_loss: 596.4735 - logcount_predictions_loss: 0.4428 25/2436 [..............................] - ETA: 19:03 - loss: 603.6623 - logits_profile_predictions_loss: 596.2504 - logcount_predictions_loss: 0.4438 26/2436 [..............................] - ETA: 19:02 - loss: 603.3914 - logits_profile_predictions_loss: 595.9649 - logcount_predictions_loss: 0.4447 27/2436 [..............................] - ETA: 19:02 - loss: 603.2190 - logits_profile_predictions_loss: 595.7773 - logcount_predictions_loss: 0.4456 28/2436 [..............................] - ETA: 19:02 - loss: 602.9936 - logits_profile_predictions_loss: 595.5386 - logcount_predictions_loss: 0.4464 29/2436 [..............................] - ETA: 19:01 - loss: 602.6863 - logits_profile_predictions_loss: 595.2179 - logcount_predictions_loss: 0.4472 30/2436 [..............................] - ETA: 19:01 - loss: 602.4956 - logits_profile_predictions_loss: 595.0164 - logcount_predictions_loss: 0.4479 31/2436 [..............................] - ETA: 19:00 - loss: 602.3161 - logits_profile_predictions_loss: 594.8252 - logcount_predictions_loss: 0.4486 32/2436 [..............................] - ETA: 19:00 - loss: 601.9617 - logits_profile_predictions_loss: 594.4628 - logcount_predictions_loss: 0.4490 33/2436 [..............................] - ETA: 18:59 - loss: 601.6016 - logits_profile_predictions_loss: 594.0937 - logcount_predictions_loss: 0.4496 34/2436 [..............................] - ETA: 18:59 - loss: 601.2454 - logits_profile_predictions_loss: 593.7272 - logcount_predictions_loss: 0.4502 35/2436 [..............................] - ETA: 18:58 - loss: 600.8963 - logits_profile_predictions_loss: 593.3640 - logcount_predictions_loss: 0.4510 36/2436 [..............................] - ETA: 18:57 - loss: 600.5395 - logits_profile_predictions_loss: 592.9966 - logcount_predictions_loss: 0.4517 37/2436 [..............................] - ETA: 18:57 - loss: 600.1889 - logits_profile_predictions_loss: 592.6338 - logcount_predictions_loss: 0.4524 38/2436 [..............................] - ETA: 18:56 - loss: 599.7429 - logits_profile_predictions_loss: 592.1752 - logcount_predictions_loss: 0.4532 39/2436 [..............................] - ETA: 18:56 - loss: 599.3096 - logits_profile_predictions_loss: 591.7299 - logcount_predictions_loss: 0.4539 40/2436 [..............................] - ETA: 18:56 - loss: 598.8815 - logits_profile_predictions_loss: 591.2890 - logcount_predictions_loss: 0.4546 41/2436 [..............................] - ETA: 18:55 - loss: 598.4874 - logits_profile_predictions_loss: 590.8825 - logcount_predictions_loss: 0.4554 42/2436 [..............................] - ETA: 18:55 - loss: 598.1132 - logits_profile_predictions_loss: 590.4967 - logcount_predictions_loss: 0.4561 43/2436 [..............................] - ETA: 18:55 - loss: 597.7282 - logits_profile_predictions_loss: 590.1011 - logcount_predictions_loss: 0.4567 44/2436 [..............................] - ETA: 18:54 - loss: 597.3775 - logits_profile_predictions_loss: 589.7397 - logcount_predictions_loss: 0.4574 45/2436 [..............................] - ETA: 18:54 - loss: 596.9891 - logits_profile_predictions_loss: 589.3416 - logcount_predictions_loss: 0.4579 46/2436 [..............................] - ETA: 18:53 - loss: 596.5749 - logits_profile_predictions_loss: 588.9184 - logcount_predictions_loss: 0.4585 47/2436 [..............................] - ETA: 18:53 - loss: 596.1840 - logits_profile_predictions_loss: 588.5189 - logcount_predictions_loss: 0.4590 48/2436 [..............................] - ETA: 18:52 - loss: 595.7808 - logits_profile_predictions_loss: 588.1080 - logcount_predictions_loss: 0.4595 49/2436 [..............................] - ETA: 18:52 - loss: 595.3959 - logits_profile_predictions_loss: 587.7162 - logcount_predictions_loss: 0.4599 50/2436 [..............................] - ETA: 18:52 - loss: 595.0247 - logits_profile_predictions_loss: 587.3393 - logcount_predictions_loss: 0.4602 51/2436 [..............................] - ETA: 18:51 - loss: 594.6816 - logits_profile_predictions_loss: 586.9914 - logcount_predictions_loss: 0.4605 52/2436 [..............................] - ETA: 18:50 - loss: 594.3566 - logits_profile_predictions_loss: 586.6615 - logcount_predictions_loss: 0.4608 53/2436 [..............................] - ETA: 18:50 - loss: 594.0737 - logits_profile_predictions_loss: 586.3743 - logcount_predictions_loss: 0.4610 54/2436 [..............................] - ETA: 18:49 - loss: 593.8562 - logits_profile_predictions_loss: 586.1533 - logcount_predictions_loss: 0.4613 55/2436 [..............................] - ETA: 18:49 - loss: 593.6733 - logits_profile_predictions_loss: 585.9658 - logcount_predictions_loss: 0.4615 56/2436 [..............................] - ETA: 18:48 - loss: 593.5001 - logits_profile_predictions_loss: 585.7879 - logcount_predictions_loss: 0.4618 57/2436 [..............................] - ETA: 18:48 - loss: 593.3711 - logits_profile_predictions_loss: 585.6545 - logcount_predictions_loss: 0.4621 58/2436 [..............................] - ETA: 18:47 - loss: 593.2121 - logits_profile_predictions_loss: 585.4907 - logcount_predictions_loss: 0.4624 59/2436 [..............................] - ETA: 18:47 - loss: 593.0673 - logits_profile_predictions_loss: 585.3398 - logcount_predictions_loss: 0.4627 60/2436 [..............................] - ETA: 18:47 - loss: 592.9371 - logits_profile_predictions_loss: 585.2034 - logcount_predictions_loss: 0.4631 61/2436 [..............................] - ETA: 18:46 - loss: 592.8353 - logits_profile_predictions_loss: 585.0966 - logcount_predictions_loss: 0.4634 62/2436 [..............................] - ETA: 18:46 - loss: 592.7117 - logits_profile_predictions_loss: 584.9685 - logcount_predictions_loss: 0.4637 63/2436 [..............................] - ETA: 18:46 - loss: 592.5786 - logits_profile_predictions_loss: 584.8310 - logcount_predictions_loss: 0.4639 64/2436 [..............................] - ETA: 18:45 - loss: 592.4694 - logits_profile_predictions_loss: 584.7172 - logcount_predictions_loss: 0.4642 65/2436 [..............................] - ETA: 18:44 - loss: 592.3901 - logits_profile_predictions_loss: 584.6337 - logcount_predictions_loss: 0.4645 66/2436 [..............................] - ETA: 18:44 - loss: 592.2960 - logits_profile_predictions_loss: 584.5357 - logcount_predictions_loss: 0.4647 67/2436 [..............................] - ETA: 18:44 - loss: 592.2057 - logits_profile_predictions_loss: 584.4416 - logcount_predictions_loss: 0.4649 68/2436 [..............................] - ETA: 18:43 - loss: 592.1079 - logits_profile_predictions_loss: 584.3401 - logcount_predictions_loss: 0.4651 69/2436 [..............................] - ETA: 18:43 - loss: 592.0122 - logits_profile_predictions_loss: 584.2410 - logcount_predictions_loss: 0.4653 70/2436 [..............................] - ETA: 18:42 - loss: 591.8995 - logits_profile_predictions_loss: 584.1249 - logcount_predictions_loss: 0.4655 71/2436 [..............................] - ETA: 18:42 - loss: 591.7884 - logits_profile_predictions_loss: 584.0112 - logcount_predictions_loss: 0.4657 72/2436 [..............................] - ETA: 18:42 - loss: 591.6819 - logits_profile_predictions_loss: 583.9019 - logcount_predictions_loss: 0.4659 73/2436 [..............................] - ETA: 18:41 - loss: 591.5589 - logits_profile_predictions_loss: 583.7765 - logcount_predictions_loss: 0.4660 74/2436 [..............................] - ETA: 18:41 - loss: 591.4487 - logits_profile_predictions_loss: 583.6646 - logcount_predictions_loss: 0.4661 75/2436 [..............................] - ETA: 18:40 - loss: 591.3226 - logits_profile_predictions_loss: 583.5364 - logcount_predictions_loss: 0.4662 76/2436 [..............................] - ETA: 18:40 - loss: 591.2002 - logits_profile_predictions_loss: 583.4120 - logcount_predictions_loss: 0.4664 77/2436 [..............................] - ETA: 18:39 - loss: 591.0663 - logits_profile_predictions_loss: 583.2763 - logcount_predictions_loss: 0.4665 78/2436 [..............................] - ETA: 18:39 - loss: 590.9268 - logits_profile_predictions_loss: 583.1347 - logcount_predictions_loss: 0.4666 79/2436 [..............................] - ETA: 18:38 - loss: 590.8047 - logits_profile_predictions_loss: 583.0109 - logcount_predictions_loss: 0.4667 80/2436 [..............................] - ETA: 18:38 - loss: 590.6779 - logits_profile_predictions_loss: 582.8821 - logcount_predictions_loss: 0.4668 81/2436 [..............................] - ETA: 18:38 - loss: 590.5826 - logits_profile_predictions_loss: 582.7846 - logcount_predictions_loss: 0.4670 82/2436 [>.............................] - ETA: 18:37 - loss: 590.4712 - logits_profile_predictions_loss: 582.6708 - logcount_predictions_loss: 0.4671 83/2436 [>.............................] - ETA: 18:37 - loss: 590.3508 - logits_profile_predictions_loss: 582.5480 - logcount_predictions_loss: 0.4672 84/2436 [>.............................] - ETA: 18:36 - loss: 590.2307 - logits_profile_predictions_loss: 582.4254 - logcount_predictions_loss: 0.4674 85/2436 [>.............................] - ETA: 18:36 - loss: 590.1031 - logits_profile_predictions_loss: 582.2953 - logcount_predictions_loss: 0.4675 86/2436 [>.............................] - ETA: 18:35 - loss: 589.9891 - logits_profile_predictions_loss: 582.1792 - logcount_predictions_loss: 0.4677 87/2436 [>.............................] - ETA: 18:35 - loss: 589.8773 - logits_profile_predictions_loss: 582.0655 - logcount_predictions_loss: 0.4678 88/2436 [>.............................] - ETA: 18:35 - loss: 589.7719 - logits_profile_predictions_loss: 581.9582 - logcount_predictions_loss: 0.4679 89/2436 [>.............................] - ETA: 18:34 - loss: 589.6795 - logits_profile_predictions_loss: 581.8637 - logcount_predictions_loss: 0.4680 90/2436 [>.............................] - ETA: 18:34 - loss: 589.5906 - logits_profile_predictions_loss: 581.7731 - logcount_predictions_loss: 0.4681 91/2436 [>.............................] - ETA: 18:33 - loss: 589.4978 - 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[====>.........................] - ETA: 16:06 - loss: 582.6004 - logits_profile_predictions_loss: 574.6791 - logcount_predictions_loss: 0.4743 411/2436 [====>.........................] - ETA: 16:05 - loss: 582.5956 - logits_profile_predictions_loss: 574.6743 - logcount_predictions_loss: 0.4743 412/2436 [====>.........................] - ETA: 16:05 - loss: 582.5911 - logits_profile_predictions_loss: 574.6698 - logcount_predictions_loss: 0.4743 413/2436 [====>.........................] - ETA: 16:04 - loss: 582.5865 - logits_profile_predictions_loss: 574.6652 - logcount_predictions_loss: 0.4743 414/2436 [====>.........................] - ETA: 16:04 - loss: 582.5819 - logits_profile_predictions_loss: 574.6606 - logcount_predictions_loss: 0.4743 415/2436 [====>.........................] - ETA: 16:03 - loss: 582.5774 - logits_profile_predictions_loss: 574.6561 - logcount_predictions_loss: 0.4743 416/2436 [====>.........................] - ETA: 16:03 - loss: 582.5735 - 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[====>.........................] - ETA: 16:00 - loss: 582.5512 - logits_profile_predictions_loss: 574.6302 - logcount_predictions_loss: 0.4743 424/2436 [====>.........................] - ETA: 15:59 - loss: 582.5481 - logits_profile_predictions_loss: 574.6271 - logcount_predictions_loss: 0.4743 425/2436 [====>.........................] - ETA: 15:59 - loss: 582.5452 - logits_profile_predictions_loss: 574.6242 - logcount_predictions_loss: 0.4743 426/2436 [====>.........................] - ETA: 15:58 - loss: 582.5429 - logits_profile_predictions_loss: 574.6219 - logcount_predictions_loss: 0.4743 427/2436 [====>.........................] - ETA: 15:58 - loss: 582.5405 - logits_profile_predictions_loss: 574.6195 - logcount_predictions_loss: 0.4743 428/2436 [====>.........................] - ETA: 15:57 - loss: 582.5379 - logits_profile_predictions_loss: 574.6169 - logcount_predictions_loss: 0.4743 429/2436 [====>.........................] - ETA: 15:57 - loss: 582.5355 - 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logits_profile_predictions_loss: 574.5263 - logcount_predictions_loss: 0.4743 469/2436 [====>.........................] - ETA: 15:38 - loss: 582.4451 - logits_profile_predictions_loss: 574.5244 - logcount_predictions_loss: 0.4743 470/2436 [====>.........................] - ETA: 15:37 - loss: 582.4432 - logits_profile_predictions_loss: 574.5226 - logcount_predictions_loss: 0.4743 471/2436 [====>.........................] - ETA: 15:37 - loss: 582.4411 - logits_profile_predictions_loss: 574.5205 - logcount_predictions_loss: 0.4743 472/2436 [====>.........................] - ETA: 15:36 - loss: 582.4387 - logits_profile_predictions_loss: 574.5181 - logcount_predictions_loss: 0.4743 473/2436 [====>.........................] - ETA: 15:36 - loss: 582.4366 - logits_profile_predictions_loss: 574.5160 - logcount_predictions_loss: 0.4743 474/2436 [====>.........................] - ETA: 15:35 - loss: 582.4344 - logits_profile_predictions_loss: 574.5138 - logcount_predictions_loss: 0.4743 475/2436 [====>.........................] - ETA: 15:35 - loss: 582.4325 - logits_profile_predictions_loss: 574.5119 - logcount_predictions_loss: 0.4743 476/2436 [====>.........................] - ETA: 15:34 - loss: 582.4305 - logits_profile_predictions_loss: 574.5099 - logcount_predictions_loss: 0.4743 477/2436 [====>.........................] - ETA: 15:34 - loss: 582.4288 - logits_profile_predictions_loss: 574.5082 - logcount_predictions_loss: 0.4743 478/2436 [====>.........................] - ETA: 15:34 - loss: 582.4271 - logits_profile_predictions_loss: 574.5065 - logcount_predictions_loss: 0.4743 479/2436 [====>.........................] - ETA: 15:33 - loss: 582.4249 - logits_profile_predictions_loss: 574.5043 - logcount_predictions_loss: 0.4743 480/2436 [====>.........................] - ETA: 15:33 - loss: 582.4228 - logits_profile_predictions_loss: 574.5022 - logcount_predictions_loss: 0.4743 481/2436 [====>.........................] - ETA: 15:32 - loss: 582.4207 - logits_profile_predictions_loss: 574.5000 - logcount_predictions_loss: 0.4743 482/2436 [====>.........................] - ETA: 15:32 - loss: 582.4185 - logits_profile_predictions_loss: 574.4978 - logcount_predictions_loss: 0.4743 483/2436 [====>.........................] - ETA: 15:31 - loss: 582.4164 - logits_profile_predictions_loss: 574.4957 - logcount_predictions_loss: 0.4743 484/2436 [====>.........................] - ETA: 15:31 - loss: 582.4149 - logits_profile_predictions_loss: 574.4942 - logcount_predictions_loss: 0.4743 485/2436 [====>.........................] - ETA: 15:30 - loss: 582.4136 - logits_profile_predictions_loss: 574.4928 - logcount_predictions_loss: 0.4743 486/2436 [====>.........................] - ETA: 15:30 - loss: 582.4120 - logits_profile_predictions_loss: 574.4912 - logcount_predictions_loss: 0.4743 487/2436 [====>.........................] - ETA: 15:29 - loss: 582.4107 - logits_profile_predictions_loss: 574.4899 - logcount_predictions_loss: 0.4743 488/2436 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575.9401 - logcount_predictions_loss: 0.4744 2419/2436 [============================>.] - ETA: 8s - loss: 583.8618 - logits_profile_predictions_loss: 575.9401 - logcount_predictions_loss: 0.4744 2420/2436 [============================>.] - ETA: 7s - loss: 583.8618 - logits_profile_predictions_loss: 575.9401 - logcount_predictions_loss: 0.4744 2421/2436 [============================>.] - ETA: 7s - loss: 583.8618 - logits_profile_predictions_loss: 575.9402 - logcount_predictions_loss: 0.4744 2422/2436 [============================>.] - ETA: 6s - loss: 583.8618 - logits_profile_predictions_loss: 575.9402 - logcount_predictions_loss: 0.4744 2423/2436 [============================>.] - ETA: 6s - loss: 583.8618 - logits_profile_predictions_loss: 575.9402 - logcount_predictions_loss: 0.4744 2424/2436 [============================>.] - ETA: 5s - loss: 583.8618 - logits_profile_predictions_loss: 575.9402 - logcount_predictions_loss: 0.4744 2425/2436 [============================>.] - ETA: 5s - loss: 583.8618 - logits_profile_predictions_loss: 575.9402 - logcount_predictions_loss: 0.4744 2426/2436 [============================>.] - ETA: 4s - loss: 583.8619 - logits_profile_predictions_loss: 575.9402 - logcount_predictions_loss: 0.4744 2427/2436 [============================>.] - ETA: 4s - loss: 583.8619 - logits_profile_predictions_loss: 575.9403 - logcount_predictions_loss: 0.4744 2428/2436 [============================>.] - ETA: 3s - loss: 583.8619 - logits_profile_predictions_loss: 575.9403 - logcount_predictions_loss: 0.4744 2429/2436 [============================>.] - ETA: 3s - loss: 583.8619 - logits_profile_predictions_loss: 575.9403 - logcount_predictions_loss: 0.4744 2430/2436 [============================>.] - ETA: 2s - loss: 583.8619 - logits_profile_predictions_loss: 575.9403 - logcount_predictions_loss: 0.4744 2431/2436 [============================>.] - ETA: 2s - loss: 583.8620 - logits_profile_predictions_loss: 575.9403 - logcount_predictions_loss: 0.4744 2432/2436 [============================>.] - ETA: 1s - loss: 583.8620 - logits_profile_predictions_loss: 575.9404 - logcount_predictions_loss: 0.4744 2433/2436 [============================>.] - ETA: 1s - loss: 583.8620 - logits_profile_predictions_loss: 575.9404 - logcount_predictions_loss: 0.4744 2434/2436 [============================>.] - ETA: 0s - loss: 583.8620 - logits_profile_predictions_loss: 575.9404 - logcount_predictions_loss: 0.4744 2435/2436 [============================>.] - ETA: 0s - loss: 583.8621 - logits_profile_predictions_loss: 575.9405 - logcount_predictions_loss: 0.4744 2436/2436 [==============================] - ETA: 0s - loss: 583.8622 - logits_profile_predictions_loss: 575.9405 - logcount_predictions_loss: 0.4744 2436/2436 [==============================] - 1203s 494ms/step - loss: 583.8622 - logits_profile_predictions_loss: 575.9406 - logcount_predictions_loss: 0.4744 - val_loss: 573.1140 - val_logits_profile_predictions_loss: 565.5130 - val_logcount_predictions_loss: 0.4551 Epoch 00004: val_loss did not improve from 572.69098 Epoch 5/50 1/2436 [..............................] - ETA: 20:37 - loss: 543.1943 - logits_profile_predictions_loss: 535.5773 - logcount_predictions_loss: 0.4561 2/2436 [..............................] - ETA: 19:20 - loss: 555.5275 - logits_profile_predictions_loss: 548.1624 - logcount_predictions_loss: 0.4410 3/2436 [..............................] - ETA: 19:18 - loss: 572.3927 - logits_profile_predictions_loss: 565.2675 - logcount_predictions_loss: 0.4267 4/2436 [..............................] - ETA: 19:17 - loss: 582.3279 - logits_profile_predictions_loss: 575.0983 - logcount_predictions_loss: 0.4329 5/2436 [..............................] - ETA: 19:15 - loss: 590.5487 - logits_profile_predictions_loss: 583.3026 - logcount_predictions_loss: 0.4339 6/2436 [..............................] - ETA: 19:13 - loss: 594.2822 - logits_profile_predictions_loss: 587.0274 - logcount_predictions_loss: 0.4344 7/2436 [..............................] - ETA: 19:14 - loss: 597.2985 - logits_profile_predictions_loss: 590.0694 - logcount_predictions_loss: 0.4329 8/2436 [..............................] - ETA: 19:12 - loss: 598.7310 - logits_profile_predictions_loss: 591.5552 - logcount_predictions_loss: 0.4297 9/2436 [..............................] - ETA: 19:12 - loss: 597.9711 - logits_profile_predictions_loss: 590.8504 - logcount_predictions_loss: 0.4264 10/2436 [..............................] - ETA: 19:11 - loss: 597.0834 - logits_profile_predictions_loss: 589.9968 - logcount_predictions_loss: 0.4243 11/2436 [..............................] - ETA: 19:10 - loss: 595.6363 - logits_profile_predictions_loss: 588.5742 - logcount_predictions_loss: 0.4229 12/2436 [..............................] - ETA: 19:09 - loss: 594.6534 - logits_profile_predictions_loss: 587.6072 - logcount_predictions_loss: 0.4219 13/2436 [..............................] - ETA: 19:10 - loss: 593.7686 - logits_profile_predictions_loss: 586.7305 - logcount_predictions_loss: 0.4214 14/2436 [..............................] - ETA: 19:09 - loss: 593.0443 - logits_profile_predictions_loss: 586.0207 - logcount_predictions_loss: 0.4206 15/2436 [..............................] - ETA: 19:09 - loss: 592.4671 - logits_profile_predictions_loss: 585.4545 - logcount_predictions_loss: 0.4199 16/2436 [..............................] - ETA: 19:07 - loss: 592.1374 - logits_profile_predictions_loss: 585.1393 - logcount_predictions_loss: 0.4190 17/2436 [..............................] - ETA: 19:07 - loss: 591.7409 - logits_profile_predictions_loss: 584.7534 - logcount_predictions_loss: 0.4184 18/2436 [..............................] - ETA: 19:07 - loss: 591.5659 - logits_profile_predictions_loss: 584.5908 - logcount_predictions_loss: 0.4177 19/2436 [..............................] - ETA: 19:06 - loss: 591.5715 - logits_profile_predictions_loss: 584.6055 - logcount_predictions_loss: 0.4171 20/2436 [..............................] - ETA: 19:05 - loss: 591.4504 - logits_profile_predictions_loss: 584.4928 - logcount_predictions_loss: 0.4166 21/2436 [..............................] - ETA: 19:05 - loss: 591.2056 - logits_profile_predictions_loss: 584.2557 - logcount_predictions_loss: 0.4162 22/2436 [..............................] - ETA: 19:04 - loss: 590.9257 - logits_profile_predictions_loss: 583.9858 - logcount_predictions_loss: 0.4156 23/2436 [..............................] - ETA: 19:05 - loss: 590.6451 - logits_profile_predictions_loss: 583.7145 - logcount_predictions_loss: 0.4150 24/2436 [..............................] - ETA: 19:04 - loss: 590.3662 - logits_profile_predictions_loss: 583.4392 - logcount_predictions_loss: 0.4148 25/2436 [..............................] - ETA: 19:04 - loss: 590.0259 - logits_profile_predictions_loss: 583.1031 - logcount_predictions_loss: 0.4145 26/2436 [..............................] - ETA: 19:03 - loss: 589.6955 - logits_profile_predictions_loss: 582.7752 - logcount_predictions_loss: 0.4144 27/2436 [..............................] - ETA: 19:02 - loss: 589.4639 - logits_profile_predictions_loss: 582.5459 - logcount_predictions_loss: 0.4142 28/2436 [..............................] - ETA: 19:02 - loss: 589.3009 - logits_profile_predictions_loss: 582.3819 - logcount_predictions_loss: 0.4143 29/2436 [..............................] - ETA: 19:02 - loss: 589.2297 - logits_profile_predictions_loss: 582.3092 - logcount_predictions_loss: 0.4144 30/2436 [..............................] - ETA: 19:01 - loss: 589.2029 - logits_profile_predictions_loss: 582.2814 - logcount_predictions_loss: 0.4145 31/2436 [..............................] - ETA: 19:01 - loss: 589.1147 - logits_profile_predictions_loss: 582.1947 - logcount_predictions_loss: 0.4144 32/2436 [..............................] - ETA: 19:00 - loss: 589.0132 - logits_profile_predictions_loss: 582.0949 - logcount_predictions_loss: 0.4143 33/2436 [..............................] - ETA: 19:00 - loss: 588.8853 - logits_profile_predictions_loss: 581.9698 - logcount_predictions_loss: 0.4141 34/2436 [..............................] - ETA: 18:59 - loss: 588.7182 - logits_profile_predictions_loss: 581.8028 - logcount_predictions_loss: 0.4141 35/2436 [..............................] - ETA: 18:59 - loss: 588.5802 - logits_profile_predictions_loss: 581.6652 - logcount_predictions_loss: 0.4141 36/2436 [..............................] - ETA: 18:58 - loss: 588.4697 - logits_profile_predictions_loss: 581.5552 - logcount_predictions_loss: 0.4140 37/2436 [..............................] - ETA: 18:58 - loss: 588.3035 - logits_profile_predictions_loss: 581.3880 - logcount_predictions_loss: 0.4141 38/2436 [..............................] - ETA: 18:57 - loss: 588.1052 - logits_profile_predictions_loss: 581.1884 - logcount_predictions_loss: 0.4142 39/2436 [..............................] - ETA: 18:57 - loss: 587.8964 - logits_profile_predictions_loss: 580.9781 - logcount_predictions_loss: 0.4143 40/2436 [..............................] - ETA: 18:57 - loss: 587.6726 - logits_profile_predictions_loss: 580.7535 - logcount_predictions_loss: 0.4143 41/2436 [..............................] - ETA: 18:56 - loss: 587.4596 - logits_profile_predictions_loss: 580.5399 - logcount_predictions_loss: 0.4144 42/2436 [..............................] - ETA: 18:56 - loss: 587.2391 - logits_profile_predictions_loss: 580.3185 - logcount_predictions_loss: 0.4144 43/2436 [..............................] - ETA: 18:55 - loss: 586.9888 - logits_profile_predictions_loss: 580.0661 - logcount_predictions_loss: 0.4145 44/2436 [..............................] - ETA: 18:55 - loss: 586.7260 - logits_profile_predictions_loss: 579.8004 - logcount_predictions_loss: 0.4147 45/2436 [..............................] - ETA: 18:54 - loss: 586.5663 - logits_profile_predictions_loss: 579.6377 - logcount_predictions_loss: 0.4149 46/2436 [..............................] - ETA: 18:54 - loss: 586.3956 - logits_profile_predictions_loss: 579.4647 - logcount_predictions_loss: 0.4150 47/2436 [..............................] - ETA: 18:54 - loss: 586.1520 - logits_profile_predictions_loss: 579.2153 - logcount_predictions_loss: 0.4154 48/2436 [..............................] - ETA: 18:53 - loss: 585.9072 - logits_profile_predictions_loss: 578.9652 - logcount_predictions_loss: 0.4157 49/2436 [..............................] - ETA: 18:53 - loss: 585.6454 - logits_profile_predictions_loss: 578.6988 - logcount_predictions_loss: 0.4160 50/2436 [..............................] - ETA: 18:52 - loss: 585.3782 - logits_profile_predictions_loss: 578.4274 - logcount_predictions_loss: 0.4162 51/2436 [..............................] - ETA: 18:52 - loss: 585.1336 - logits_profile_predictions_loss: 578.1782 - logcount_predictions_loss: 0.4165 52/2436 [..............................] - ETA: 18:51 - loss: 584.8696 - logits_profile_predictions_loss: 577.9096 - logcount_predictions_loss: 0.4168 53/2436 [..............................] - ETA: 18:51 - loss: 584.6522 - logits_profile_predictions_loss: 577.6866 - logcount_predictions_loss: 0.4171 54/2436 [..............................] - ETA: 18:50 - loss: 584.4352 - logits_profile_predictions_loss: 577.4635 - logcount_predictions_loss: 0.4175 55/2436 [..............................] - ETA: 18:50 - loss: 584.2021 - logits_profile_predictions_loss: 577.2240 - logcount_predictions_loss: 0.4178 56/2436 [..............................] - ETA: 18:50 - loss: 583.9691 - logits_profile_predictions_loss: 576.9854 - logcount_predictions_loss: 0.4182 57/2436 [..............................] - ETA: 18:49 - loss: 583.7251 - logits_profile_predictions_loss: 576.7353 - logcount_predictions_loss: 0.4185 58/2436 [..............................] - ETA: 18:49 - loss: 583.4863 - logits_profile_predictions_loss: 576.4899 - logcount_predictions_loss: 0.4189 59/2436 [..............................] - ETA: 18:48 - loss: 583.2859 - logits_profile_predictions_loss: 576.2829 - logcount_predictions_loss: 0.4193 60/2436 [..............................] - ETA: 18:48 - loss: 583.0817 - logits_profile_predictions_loss: 576.0719 - logcount_predictions_loss: 0.4197 61/2436 [..............................] - ETA: 18:47 - loss: 582.8808 - logits_profile_predictions_loss: 575.8645 - logcount_predictions_loss: 0.4201 62/2436 [..............................] - ETA: 18:47 - loss: 582.7021 - logits_profile_predictions_loss: 575.6792 - logcount_predictions_loss: 0.4205 63/2436 [..............................] - ETA: 18:46 - loss: 582.5228 - logits_profile_predictions_loss: 575.4930 - logcount_predictions_loss: 0.4209 64/2436 [..............................] - ETA: 18:45 - loss: 582.3679 - logits_profile_predictions_loss: 575.3314 - logcount_predictions_loss: 0.4213 65/2436 [..............................] - ETA: 18:45 - loss: 582.1945 - logits_profile_predictions_loss: 575.1516 - logcount_predictions_loss: 0.4217 66/2436 [..............................] - ETA: 18:45 - loss: 582.0098 - logits_profile_predictions_loss: 574.9599 - logcount_predictions_loss: 0.4221 67/2436 [..............................] - ETA: 18:44 - loss: 581.8171 - logits_profile_predictions_loss: 574.7606 - logcount_predictions_loss: 0.4225 68/2436 [..............................] - ETA: 18:44 - loss: 581.6495 - logits_profile_predictions_loss: 574.5866 - logcount_predictions_loss: 0.4229 69/2436 [..............................] - ETA: 18:43 - loss: 581.4722 - logits_profile_predictions_loss: 574.4028 - logcount_predictions_loss: 0.4233 70/2436 [..............................] - ETA: 18:43 - loss: 581.2986 - logits_profile_predictions_loss: 574.2230 - logcount_predictions_loss: 0.4237 71/2436 [..............................] - ETA: 18:42 - loss: 581.1629 - logits_profile_predictions_loss: 574.0812 - logcount_predictions_loss: 0.4241 72/2436 [..............................] - ETA: 18:42 - loss: 581.0295 - logits_profile_predictions_loss: 573.9419 - logcount_predictions_loss: 0.4244 73/2436 [..............................] - ETA: 18:41 - loss: 580.8996 - logits_profile_predictions_loss: 573.8059 - logcount_predictions_loss: 0.4248 74/2436 [..............................] - ETA: 18:41 - loss: 580.7669 - logits_profile_predictions_loss: 573.6675 - logcount_predictions_loss: 0.4251 75/2436 [..............................] - ETA: 18:41 - loss: 580.6445 - logits_profile_predictions_loss: 573.5397 - logcount_predictions_loss: 0.4254 76/2436 [..............................] - ETA: 18:41 - loss: 580.5384 - logits_profile_predictions_loss: 573.4284 - logcount_predictions_loss: 0.4257 77/2436 [..............................] - ETA: 18:40 - loss: 580.4470 - logits_profile_predictions_loss: 573.3321 - logcount_predictions_loss: 0.4260 78/2436 [..............................] - ETA: 18:39 - loss: 580.3525 - logits_profile_predictions_loss: 573.2328 - logcount_predictions_loss: 0.4263 79/2436 [..............................] - ETA: 18:39 - loss: 580.2625 - logits_profile_predictions_loss: 573.1377 - logcount_predictions_loss: 0.4266 80/2436 [..............................] - ETA: 18:39 - loss: 580.1801 - logits_profile_predictions_loss: 573.0503 - logcount_predictions_loss: 0.4269 81/2436 [..............................] - ETA: 18:38 - loss: 580.1204 - logits_profile_predictions_loss: 572.9856 - logcount_predictions_loss: 0.4272 82/2436 [>.............................] - ETA: 18:38 - loss: 580.0709 - logits_profile_predictions_loss: 572.9310 - logcount_predictions_loss: 0.4275 83/2436 [>.............................] - ETA: 18:37 - loss: 580.0286 - logits_profile_predictions_loss: 572.8839 - logcount_predictions_loss: 0.4278 84/2436 [>.............................] - ETA: 18:37 - loss: 579.9921 - logits_profile_predictions_loss: 572.8424 - logcount_predictions_loss: 0.4281 85/2436 [>.............................] - ETA: 18:36 - loss: 579.9395 - logits_profile_predictions_loss: 572.7841 - logcount_predictions_loss: 0.4285 86/2436 [>.............................] - ETA: 18:36 - loss: 579.8867 - logits_profile_predictions_loss: 572.7256 - logcount_predictions_loss: 0.4288 87/2436 [>.............................] - ETA: 18:35 - loss: 579.8430 - logits_profile_predictions_loss: 572.6764 - logcount_predictions_loss: 0.4291 88/2436 [>.............................] - ETA: 18:35 - loss: 579.7929 - logits_profile_predictions_loss: 572.6213 - logcount_predictions_loss: 0.4294 89/2436 [>.............................] - ETA: 18:34 - loss: 579.7397 - logits_profile_predictions_loss: 572.5632 - logcount_predictions_loss: 0.4297 90/2436 [>.............................] - ETA: 18:34 - loss: 579.6958 - logits_profile_predictions_loss: 572.5144 - logcount_predictions_loss: 0.4300 91/2436 [>.............................] - ETA: 18:34 - loss: 579.6507 - logits_profile_predictions_loss: 572.4647 - logcount_predictions_loss: 0.4303 92/2436 [>.............................] - ETA: 18:33 - loss: 579.6127 - logits_profile_predictions_loss: 572.4220 - logcount_predictions_loss: 0.4306 93/2436 [>.............................] - ETA: 18:33 - loss: 579.5776 - logits_profile_predictions_loss: 572.3824 - logcount_predictions_loss: 0.4309 94/2436 [>.............................] - ETA: 18:32 - loss: 579.5517 - logits_profile_predictions_loss: 572.3520 - logcount_predictions_loss: 0.4311 95/2436 [>.............................] - ETA: 18:32 - loss: 579.5321 - logits_profile_predictions_loss: 572.3274 - logcount_predictions_loss: 0.4314 96/2436 [>.............................] - ETA: 18:31 - loss: 579.5092 - logits_profile_predictions_loss: 572.2998 - logcount_predictions_loss: 0.4317 97/2436 [>.............................] - ETA: 18:31 - loss: 579.4924 - logits_profile_predictions_loss: 572.2788 - logcount_predictions_loss: 0.4320 98/2436 [>.............................] - ETA: 18:31 - loss: 579.4659 - logits_profile_predictions_loss: 572.2480 - logcount_predictions_loss: 0.4322 99/2436 [>.............................] - ETA: 18:30 - loss: 579.4340 - logits_profile_predictions_loss: 572.2120 - logcount_predictions_loss: 0.4324 100/2436 [>.............................] - ETA: 18:30 - loss: 579.4214 - logits_profile_predictions_loss: 572.1957 - logcount_predictions_loss: 0.4327 101/2436 [>.............................] - ETA: 18:29 - loss: 579.4052 - logits_profile_predictions_loss: 572.1758 - logcount_predictions_loss: 0.4329 102/2436 [>.............................] - ETA: 18:29 - loss: 579.3888 - logits_profile_predictions_loss: 572.1559 - logcount_predictions_loss: 0.4331 103/2436 [>.............................] - ETA: 18:28 - loss: 579.3745 - logits_profile_predictions_loss: 572.1378 - logcount_predictions_loss: 0.4333 104/2436 [>.............................] - ETA: 18:28 - loss: 579.3593 - logits_profile_predictions_loss: 572.1186 - logcount_predictions_loss: 0.4336 105/2436 [>.............................] - ETA: 18:27 - loss: 579.3389 - logits_profile_predictions_loss: 572.0943 - logcount_predictions_loss: 0.4338 106/2436 [>.............................] - ETA: 18:27 - loss: 579.3169 - logits_profile_predictions_loss: 572.0688 - logcount_predictions_loss: 0.4340 107/2436 [>.............................] - ETA: 18:26 - loss: 579.2924 - logits_profile_predictions_loss: 572.0408 - logcount_predictions_loss: 0.4342 108/2436 [>.............................] - ETA: 18:26 - loss: 579.2771 - logits_profile_predictions_loss: 572.0218 - logcount_predictions_loss: 0.4345 109/2436 [>.............................] - ETA: 18:26 - loss: 579.2549 - logits_profile_predictions_loss: 571.9960 - logcount_predictions_loss: 0.4347 110/2436 [>.............................] - ETA: 18:25 - loss: 579.2317 - logits_profile_predictions_loss: 571.9692 - logcount_predictions_loss: 0.4349 111/2436 [>.............................] - ETA: 18:25 - loss: 579.2110 - logits_profile_predictions_loss: 571.9451 - logcount_predictions_loss: 0.4351 112/2436 [>.............................] - ETA: 18:24 - loss: 579.1970 - logits_profile_predictions_loss: 571.9280 - logcount_predictions_loss: 0.4353 113/2436 [>.............................] - ETA: 18:24 - loss: 579.1831 - logits_profile_predictions_loss: 571.9111 - logcount_predictions_loss: 0.4354 114/2436 [>.............................] - ETA: 18:23 - loss: 579.1655 - logits_profile_predictions_loss: 571.8903 - logcount_predictions_loss: 0.4356 115/2436 [>.............................] - ETA: 18:23 - loss: 579.1518 - logits_profile_predictions_loss: 571.8734 - logcount_predictions_loss: 0.4358 116/2436 [>.............................] - ETA: 18:23 - loss: 579.1387 - logits_profile_predictions_loss: 571.8574 - logcount_predictions_loss: 0.4360 117/2436 [>.............................] - ETA: 18:22 - loss: 579.1303 - 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logits_profile_predictions_loss: 571.3291 - logcount_predictions_loss: 0.4403 144/2436 [>.............................] - ETA: 18:10 - loss: 578.6608 - logits_profile_predictions_loss: 571.3051 - logcount_predictions_loss: 0.4405 145/2436 [>.............................] - ETA: 18:10 - loss: 578.6386 - logits_profile_predictions_loss: 571.2809 - logcount_predictions_loss: 0.4406 146/2436 [>.............................] - ETA: 18:09 - loss: 578.6141 - logits_profile_predictions_loss: 571.2546 - logcount_predictions_loss: 0.4407 147/2436 [>.............................] - ETA: 18:09 - loss: 578.5960 - logits_profile_predictions_loss: 571.2348 - logcount_predictions_loss: 0.4408 148/2436 [>.............................] - ETA: 18:08 - loss: 578.5749 - logits_profile_predictions_loss: 571.2119 - logcount_predictions_loss: 0.4409 149/2436 [>.............................] - ETA: 18:08 - loss: 578.5553 - logits_profile_predictions_loss: 571.1905 - logcount_predictions_loss: 0.4410 150/2436 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[===>..........................] - ETA: 16:24 - loss: 578.4875 - logits_profile_predictions_loss: 570.9510 - logcount_predictions_loss: 0.4513 372/2436 [===>..........................] - ETA: 16:24 - loss: 578.4951 - logits_profile_predictions_loss: 570.9584 - logcount_predictions_loss: 0.4513 373/2436 [===>..........................] - ETA: 16:23 - loss: 578.5030 - logits_profile_predictions_loss: 570.9661 - logcount_predictions_loss: 0.4513 374/2436 [===>..........................] - ETA: 16:23 - loss: 578.5101 - logits_profile_predictions_loss: 570.9729 - logcount_predictions_loss: 0.4513 375/2436 [===>..........................] - ETA: 16:22 - loss: 578.5172 - logits_profile_predictions_loss: 570.9799 - logcount_predictions_loss: 0.4513 376/2436 [===>..........................] - ETA: 16:22 - loss: 578.5250 - logits_profile_predictions_loss: 570.9875 - logcount_predictions_loss: 0.4513 377/2436 [===>..........................] - ETA: 16:21 - loss: 578.5331 - 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loss: 580.0450 - logits_profile_predictions_loss: 572.4236 - logcount_predictions_loss: 0.4563 2426/2436 [============================>.] - ETA: 4s - loss: 580.0449 - logits_profile_predictions_loss: 572.4235 - logcount_predictions_loss: 0.4563 2427/2436 [============================>.] - ETA: 4s - loss: 580.0448 - logits_profile_predictions_loss: 572.4234 - logcount_predictions_loss: 0.4563 2428/2436 [============================>.] - ETA: 3s - loss: 580.0448 - logits_profile_predictions_loss: 572.4233 - logcount_predictions_loss: 0.4563 2429/2436 [============================>.] - ETA: 3s - loss: 580.0447 - logits_profile_predictions_loss: 572.4233 - logcount_predictions_loss: 0.4563 2430/2436 [============================>.] - ETA: 2s - loss: 580.0446 - logits_profile_predictions_loss: 572.4232 - logcount_predictions_loss: 0.4563 2431/2436 [============================>.] - ETA: 2s - loss: 580.0445 - logits_profile_predictions_loss: 572.4231 - logcount_predictions_loss: 0.4563 2432/2436 [============================>.] - ETA: 1s - loss: 580.0444 - logits_profile_predictions_loss: 572.4230 - logcount_predictions_loss: 0.4563 2433/2436 [============================>.] - ETA: 1s - loss: 580.0443 - logits_profile_predictions_loss: 572.4229 - logcount_predictions_loss: 0.4563 2434/2436 [============================>.] - ETA: 0s - loss: 580.0442 - logits_profile_predictions_loss: 572.4228 - logcount_predictions_loss: 0.4563 2435/2436 [============================>.] - ETA: 0s - loss: 580.0440 - logits_profile_predictions_loss: 572.4227 - logcount_predictions_loss: 0.4563 2436/2436 [==============================] - ETA: 0s - loss: 580.0439 - logits_profile_predictions_loss: 572.4226 - logcount_predictions_loss: 0.4563 2436/2436 [==============================] - 1204s 494ms/step - loss: 580.0438 - logits_profile_predictions_loss: 572.4225 - logcount_predictions_loss: 0.4563 - val_loss: 564.9392 - val_logits_profile_predictions_loss: 557.6448 - val_logcount_predictions_loss: 0.4368 Epoch 00005: val_loss improved from 572.69098 to 564.93921, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 6/50 1/2436 [..............................] - ETA: 21:05 - loss: 630.9604 - logits_profile_predictions_loss: 622.0244 - logcount_predictions_loss: 0.5351 2/2436 [..............................] - ETA: 19:10 - loss: 622.0790 - logits_profile_predictions_loss: 613.5110 - logcount_predictions_loss: 0.5131 3/2436 [..............................] - ETA: 19:05 - loss: 607.5649 - logits_profile_predictions_loss: 599.3326 - logcount_predictions_loss: 0.4930 4/2436 [..............................] - ETA: 19:08 - loss: 599.7775 - logits_profile_predictions_loss: 591.6693 - logcount_predictions_loss: 0.4855 5/2436 [..............................] - ETA: 19:10 - loss: 595.7239 - logits_profile_predictions_loss: 587.7602 - logcount_predictions_loss: 0.4769 6/2436 [..............................] - ETA: 19:10 - loss: 594.8958 - logits_profile_predictions_loss: 587.0061 - logcount_predictions_loss: 0.4724 7/2436 [..............................] - ETA: 19:09 - loss: 595.6891 - logits_profile_predictions_loss: 587.8545 - logcount_predictions_loss: 0.4691 8/2436 [..............................] - ETA: 19:09 - loss: 596.8010 - logits_profile_predictions_loss: 589.0162 - logcount_predictions_loss: 0.4662 9/2436 [..............................] - ETA: 19:07 - loss: 597.4437 - logits_profile_predictions_loss: 589.7246 - logcount_predictions_loss: 0.4622 10/2436 [..............................] - ETA: 19:08 - loss: 599.0477 - logits_profile_predictions_loss: 591.3805 - logcount_predictions_loss: 0.4591 11/2436 [..............................] - ETA: 19:08 - loss: 599.8724 - logits_profile_predictions_loss: 592.2588 - logcount_predictions_loss: 0.4559 12/2436 [..............................] - ETA: 19:07 - loss: 600.4237 - logits_profile_predictions_loss: 592.8493 - logcount_predictions_loss: 0.4536 13/2436 [..............................] - ETA: 19:08 - loss: 600.9183 - logits_profile_predictions_loss: 593.3837 - logcount_predictions_loss: 0.4512 14/2436 [..............................] - ETA: 19:06 - loss: 601.6630 - logits_profile_predictions_loss: 594.1687 - logcount_predictions_loss: 0.4488 15/2436 [..............................] - ETA: 19:07 - loss: 602.1442 - logits_profile_predictions_loss: 594.6882 - logcount_predictions_loss: 0.4465 16/2436 [..............................] - ETA: 19:07 - loss: 602.2644 - logits_profile_predictions_loss: 594.8347 - logcount_predictions_loss: 0.4449 17/2436 [..............................] - ETA: 19:06 - loss: 602.4139 - logits_profile_predictions_loss: 595.0134 - logcount_predictions_loss: 0.4431 18/2436 [..............................] - ETA: 19:05 - loss: 602.3256 - logits_profile_predictions_loss: 594.9572 - logcount_predictions_loss: 0.4412 19/2436 [..............................] - ETA: 19:04 - loss: 602.3512 - logits_profile_predictions_loss: 595.0061 - logcount_predictions_loss: 0.4398 20/2436 [..............................] - ETA: 19:04 - loss: 602.5721 - logits_profile_predictions_loss: 595.2436 - logcount_predictions_loss: 0.4388 21/2436 [..............................] - ETA: 19:04 - loss: 602.7157 - logits_profile_predictions_loss: 595.4044 - logcount_predictions_loss: 0.4378 22/2436 [..............................] - ETA: 19:04 - loss: 602.9264 - logits_profile_predictions_loss: 595.6324 - logcount_predictions_loss: 0.4368 23/2436 [..............................] - ETA: 19:03 - loss: 603.0358 - logits_profile_predictions_loss: 595.7571 - logcount_predictions_loss: 0.4359 24/2436 [..............................] - ETA: 19:03 - loss: 603.2537 - logits_profile_predictions_loss: 595.9880 - logcount_predictions_loss: 0.4351 25/2436 [..............................] - ETA: 19:02 - loss: 603.5344 - logits_profile_predictions_loss: 596.2845 - logcount_predictions_loss: 0.4341 26/2436 [..............................] - ETA: 19:02 - loss: 603.8025 - logits_profile_predictions_loss: 596.5687 - logcount_predictions_loss: 0.4332 27/2436 [..............................] - ETA: 19:02 - loss: 603.9368 - logits_profile_predictions_loss: 596.7182 - logcount_predictions_loss: 0.4323 28/2436 [..............................] - ETA: 19:01 - loss: 604.0160 - logits_profile_predictions_loss: 596.8125 - logcount_predictions_loss: 0.4314 29/2436 [..............................] - ETA: 19:01 - loss: 604.0466 - logits_profile_predictions_loss: 596.8562 - logcount_predictions_loss: 0.4306 30/2436 [..............................] - ETA: 19:01 - loss: 603.9091 - logits_profile_predictions_loss: 596.7299 - logcount_predictions_loss: 0.4299 31/2436 [..............................] - ETA: 19:00 - loss: 603.8326 - logits_profile_predictions_loss: 596.6635 - logcount_predictions_loss: 0.4293 32/2436 [..............................] - ETA: 19:00 - loss: 603.8267 - logits_profile_predictions_loss: 596.6666 - logcount_predictions_loss: 0.4288 33/2436 [..............................] - ETA: 18:59 - loss: 603.8493 - logits_profile_predictions_loss: 596.6994 - logcount_predictions_loss: 0.4281 34/2436 [..............................] - ETA: 18:59 - loss: 603.7994 - logits_profile_predictions_loss: 596.6599 - logcount_predictions_loss: 0.4275 35/2436 [..............................] - ETA: 18:59 - loss: 603.6856 - logits_profile_predictions_loss: 596.5564 - logcount_predictions_loss: 0.4269 36/2436 [..............................] - ETA: 18:58 - loss: 603.5294 - logits_profile_predictions_loss: 596.4103 - logcount_predictions_loss: 0.4263 37/2436 [..............................] - ETA: 18:58 - loss: 603.3703 - logits_profile_predictions_loss: 596.2592 - logcount_predictions_loss: 0.4258 38/2436 [..............................] - ETA: 18:58 - loss: 603.2292 - logits_profile_predictions_loss: 596.1255 - logcount_predictions_loss: 0.4254 39/2436 [..............................] - ETA: 18:58 - loss: 603.0759 - logits_profile_predictions_loss: 595.9776 - logcount_predictions_loss: 0.4250 40/2436 [..............................] - ETA: 18:57 - loss: 602.8794 - logits_profile_predictions_loss: 595.7859 - logcount_predictions_loss: 0.4248 41/2436 [..............................] - ETA: 18:57 - loss: 602.6793 - logits_profile_predictions_loss: 595.5911 - logcount_predictions_loss: 0.4244 42/2436 [..............................] - ETA: 18:56 - loss: 602.4643 - logits_profile_predictions_loss: 595.3798 - logcount_predictions_loss: 0.4242 43/2436 [..............................] - ETA: 18:56 - loss: 602.2436 - logits_profile_predictions_loss: 595.1636 - logcount_predictions_loss: 0.4240 44/2436 [..............................] - ETA: 18:56 - loss: 602.0260 - logits_profile_predictions_loss: 594.9499 - logcount_predictions_loss: 0.4237 45/2436 [..............................] - ETA: 18:55 - loss: 601.8000 - logits_profile_predictions_loss: 594.7283 - logcount_predictions_loss: 0.4235 46/2436 [..............................] - ETA: 18:55 - loss: 601.5194 - logits_profile_predictions_loss: 594.4510 - logcount_predictions_loss: 0.4233 47/2436 [..............................] - ETA: 18:54 - loss: 601.2127 - logits_profile_predictions_loss: 594.1469 - logcount_predictions_loss: 0.4231 48/2436 [..............................] - ETA: 18:54 - loss: 600.8657 - logits_profile_predictions_loss: 593.8025 - logcount_predictions_loss: 0.4229 49/2436 [..............................] - ETA: 18:54 - loss: 600.5317 - logits_profile_predictions_loss: 593.4711 - logcount_predictions_loss: 0.4228 50/2436 [..............................] - ETA: 18:53 - loss: 600.1706 - logits_profile_predictions_loss: 593.1119 - logcount_predictions_loss: 0.4227 51/2436 [..............................] - ETA: 18:53 - loss: 599.8256 - logits_profile_predictions_loss: 592.7666 - logcount_predictions_loss: 0.4227 52/2436 [..............................] - ETA: 18:52 - loss: 599.4825 - logits_profile_predictions_loss: 592.4224 - logcount_predictions_loss: 0.4228 53/2436 [..............................] - ETA: 18:51 - loss: 599.1266 - logits_profile_predictions_loss: 592.0661 - logcount_predictions_loss: 0.4228 54/2436 [..............................] - ETA: 18:51 - loss: 598.7844 - logits_profile_predictions_loss: 591.7237 - logcount_predictions_loss: 0.4228 55/2436 [..............................] - ETA: 18:51 - loss: 598.4336 - logits_profile_predictions_loss: 591.3726 - logcount_predictions_loss: 0.4228 56/2436 [..............................] - ETA: 18:50 - loss: 598.0558 - logits_profile_predictions_loss: 590.9945 - logcount_predictions_loss: 0.4228 57/2436 [..............................] - ETA: 18:50 - loss: 597.6630 - logits_profile_predictions_loss: 590.6010 - logcount_predictions_loss: 0.4229 58/2436 [..............................] - ETA: 18:49 - loss: 597.2999 - logits_profile_predictions_loss: 590.2380 - logcount_predictions_loss: 0.4229 59/2436 [..............................] - ETA: 18:48 - loss: 596.9417 - logits_profile_predictions_loss: 589.8793 - logcount_predictions_loss: 0.4229 60/2436 [..............................] - ETA: 18:48 - loss: 596.6091 - logits_profile_predictions_loss: 589.5462 - logcount_predictions_loss: 0.4229 61/2436 [..............................] - ETA: 18:48 - loss: 596.3236 - logits_profile_predictions_loss: 589.2597 - logcount_predictions_loss: 0.4230 62/2436 [..............................] - ETA: 18:47 - loss: 596.0244 - logits_profile_predictions_loss: 588.9597 - logcount_predictions_loss: 0.4230 63/2436 [..............................] - ETA: 18:47 - loss: 595.7332 - logits_profile_predictions_loss: 588.6676 - logcount_predictions_loss: 0.4231 64/2436 [..............................] - ETA: 18:46 - loss: 595.4550 - logits_profile_predictions_loss: 588.3883 - logcount_predictions_loss: 0.4232 65/2436 [..............................] - ETA: 18:46 - loss: 595.2142 - logits_profile_predictions_loss: 588.1460 - logcount_predictions_loss: 0.4232 66/2436 [..............................] - ETA: 18:46 - loss: 594.9715 - logits_profile_predictions_loss: 587.9018 - logcount_predictions_loss: 0.4233 67/2436 [..............................] - ETA: 18:45 - loss: 594.7527 - logits_profile_predictions_loss: 587.6816 - logcount_predictions_loss: 0.4234 68/2436 [..............................] - ETA: 18:45 - loss: 594.5690 - logits_profile_predictions_loss: 587.4960 - logcount_predictions_loss: 0.4235 69/2436 [..............................] - ETA: 18:44 - loss: 594.4024 - logits_profile_predictions_loss: 587.3277 - logcount_predictions_loss: 0.4236 70/2436 [..............................] - ETA: 18:44 - loss: 594.2203 - logits_profile_predictions_loss: 587.1439 - logcount_predictions_loss: 0.4237 71/2436 [..............................] - ETA: 18:43 - loss: 594.0857 - logits_profile_predictions_loss: 587.0078 - logcount_predictions_loss: 0.4238 72/2436 [..............................] - ETA: 18:43 - loss: 593.9391 - logits_profile_predictions_loss: 586.8600 - logcount_predictions_loss: 0.4239 73/2436 [..............................] - ETA: 18:43 - loss: 593.8041 - logits_profile_predictions_loss: 586.7237 - logcount_predictions_loss: 0.4240 74/2436 [..............................] - ETA: 18:42 - loss: 593.6543 - logits_profile_predictions_loss: 586.5720 - logcount_predictions_loss: 0.4241 75/2436 [..............................] - ETA: 18:42 - loss: 593.4979 - logits_profile_predictions_loss: 586.4145 - logcount_predictions_loss: 0.4242 76/2436 [..............................] - ETA: 18:41 - loss: 593.3319 - logits_profile_predictions_loss: 586.2475 - logcount_predictions_loss: 0.4242 77/2436 [..............................] - ETA: 18:41 - loss: 593.1700 - logits_profile_predictions_loss: 586.0845 - logcount_predictions_loss: 0.4243 78/2436 [..............................] - ETA: 18:41 - loss: 593.0237 - logits_profile_predictions_loss: 585.9374 - logcount_predictions_loss: 0.4243 79/2436 [..............................] - ETA: 18:41 - loss: 592.8786 - logits_profile_predictions_loss: 585.7918 - logcount_predictions_loss: 0.4244 80/2436 [..............................] - ETA: 18:40 - loss: 592.7484 - logits_profile_predictions_loss: 585.6612 - logcount_predictions_loss: 0.4244 81/2436 [..............................] - ETA: 18:40 - loss: 592.6155 - logits_profile_predictions_loss: 585.5280 - logcount_predictions_loss: 0.4244 82/2436 [>.............................] - ETA: 18:39 - loss: 592.4862 - logits_profile_predictions_loss: 585.3989 - logcount_predictions_loss: 0.4244 83/2436 [>.............................] - ETA: 18:39 - loss: 592.3520 - logits_profile_predictions_loss: 585.2651 - logcount_predictions_loss: 0.4244 84/2436 [>.............................] - ETA: 18:38 - loss: 592.2206 - logits_profile_predictions_loss: 585.1335 - logcount_predictions_loss: 0.4244 85/2436 [>.............................] - ETA: 18:38 - loss: 592.1007 - logits_profile_predictions_loss: 585.0130 - logcount_predictions_loss: 0.4244 86/2436 [>.............................] - ETA: 18:38 - loss: 591.9861 - logits_profile_predictions_loss: 584.8981 - logcount_predictions_loss: 0.4244 87/2436 [>.............................] - ETA: 18:37 - loss: 591.8804 - logits_profile_predictions_loss: 584.7919 - logcount_predictions_loss: 0.4245 88/2436 [>.............................] - ETA: 18:37 - loss: 591.7811 - logits_profile_predictions_loss: 584.6922 - logcount_predictions_loss: 0.4245 89/2436 [>.............................] - ETA: 18:36 - loss: 591.6875 - logits_profile_predictions_loss: 584.5984 - logcount_predictions_loss: 0.4245 90/2436 [>.............................] - ETA: 18:36 - loss: 591.5906 - logits_profile_predictions_loss: 584.5012 - logcount_predictions_loss: 0.4245 91/2436 [>.............................] - ETA: 18:36 - loss: 591.4950 - logits_profile_predictions_loss: 584.4053 - logcount_predictions_loss: 0.4245 92/2436 [>.............................] - ETA: 18:35 - loss: 591.3978 - logits_profile_predictions_loss: 584.3082 - logcount_predictions_loss: 0.4245 93/2436 [>.............................] - ETA: 18:35 - loss: 591.2973 - logits_profile_predictions_loss: 584.2076 - logcount_predictions_loss: 0.4245 94/2436 [>.............................] - ETA: 18:34 - loss: 591.1977 - logits_profile_predictions_loss: 584.1078 - logcount_predictions_loss: 0.4245 95/2436 [>.............................] - ETA: 18:34 - loss: 591.0902 - logits_profile_predictions_loss: 584.0002 - logcount_predictions_loss: 0.4246 96/2436 [>.............................] - ETA: 18:33 - loss: 590.9915 - logits_profile_predictions_loss: 583.9014 - logcount_predictions_loss: 0.4246 97/2436 [>.............................] - ETA: 18:33 - loss: 590.8961 - logits_profile_predictions_loss: 583.8059 - logcount_predictions_loss: 0.4246 98/2436 [>.............................] - ETA: 18:33 - loss: 590.7968 - logits_profile_predictions_loss: 583.7065 - logcount_predictions_loss: 0.4246 99/2436 [>.............................] - ETA: 18:32 - loss: 590.6992 - logits_profile_predictions_loss: 583.6090 - logcount_predictions_loss: 0.4246 100/2436 [>.............................] - ETA: 18:32 - loss: 590.6014 - logits_profile_predictions_loss: 583.5114 - logcount_predictions_loss: 0.4245 101/2436 [>.............................] - ETA: 18:31 - loss: 590.5089 - logits_profile_predictions_loss: 583.4193 - logcount_predictions_loss: 0.4245 102/2436 [>.............................] - ETA: 18:31 - loss: 590.4116 - logits_profile_predictions_loss: 583.3221 - logcount_predictions_loss: 0.4245 103/2436 [>.............................] - ETA: 18:30 - loss: 590.3168 - logits_profile_predictions_loss: 583.2275 - logcount_predictions_loss: 0.4245 104/2436 [>.............................] - ETA: 18:30 - loss: 590.2264 - logits_profile_predictions_loss: 583.1373 - logcount_predictions_loss: 0.4245 105/2436 [>.............................] - ETA: 18:29 - loss: 590.1449 - logits_profile_predictions_loss: 583.0559 - logcount_predictions_loss: 0.4245 106/2436 [>.............................] - ETA: 18:29 - loss: 590.0628 - logits_profile_predictions_loss: 582.9741 - logcount_predictions_loss: 0.4245 107/2436 [>.............................] - ETA: 18:28 - loss: 589.9796 - logits_profile_predictions_loss: 582.8914 - logcount_predictions_loss: 0.4244 108/2436 [>.............................] - ETA: 18:28 - loss: 589.9038 - logits_profile_predictions_loss: 582.8160 - logcount_predictions_loss: 0.4244 109/2436 [>.............................] - ETA: 18:28 - loss: 589.8232 - logits_profile_predictions_loss: 582.7356 - logcount_predictions_loss: 0.4244 110/2436 [>.............................] - ETA: 18:27 - loss: 589.7394 - logits_profile_predictions_loss: 582.6520 - logcount_predictions_loss: 0.4244 111/2436 [>.............................] - ETA: 18:27 - loss: 589.6536 - logits_profile_predictions_loss: 582.5664 - logcount_predictions_loss: 0.4244 112/2436 [>.............................] - ETA: 18:26 - loss: 589.5806 - logits_profile_predictions_loss: 582.4928 - logcount_predictions_loss: 0.4244 113/2436 [>.............................] - ETA: 18:26 - loss: 589.5034 - logits_profile_predictions_loss: 582.4152 - logcount_predictions_loss: 0.4244 114/2436 [>.............................] - ETA: 18:25 - loss: 589.4342 - logits_profile_predictions_loss: 582.3454 - logcount_predictions_loss: 0.4245 115/2436 [>.............................] - ETA: 18:25 - loss: 589.3680 - logits_profile_predictions_loss: 582.2786 - logcount_predictions_loss: 0.4245 116/2436 [>.............................] - ETA: 18:25 - loss: 589.3053 - 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[============================>.] - ETA: 36s - loss: 575.9001 - logits_profile_predictions_loss: 568.6776 - logcount_predictions_loss: 0.4325 2360/2436 [============================>.] - ETA: 36s - loss: 575.9003 - logits_profile_predictions_loss: 568.6778 - logcount_predictions_loss: 0.4325 2361/2436 [============================>.] - ETA: 35s - loss: 575.9006 - logits_profile_predictions_loss: 568.6780 - logcount_predictions_loss: 0.4325 2362/2436 [============================>.] - ETA: 35s - loss: 575.9008 - logits_profile_predictions_loss: 568.6782 - logcount_predictions_loss: 0.4325 2363/2436 [============================>.] - ETA: 34s - loss: 575.9010 - logits_profile_predictions_loss: 568.6784 - logcount_predictions_loss: 0.4325 2364/2436 [============================>.] - ETA: 34s - loss: 575.9013 - logits_profile_predictions_loss: 568.6787 - logcount_predictions_loss: 0.4325 2365/2436 [============================>.] - ETA: 33s - loss: 575.9015 - 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[============================>.] - ETA: 30s - loss: 575.9032 - logits_profile_predictions_loss: 568.6804 - logcount_predictions_loss: 0.4325 2373/2436 [============================>.] - ETA: 30s - loss: 575.9035 - logits_profile_predictions_loss: 568.6806 - logcount_predictions_loss: 0.4325 2374/2436 [============================>.] - ETA: 29s - loss: 575.9038 - logits_profile_predictions_loss: 568.6809 - logcount_predictions_loss: 0.4325 2375/2436 [============================>.] - ETA: 29s - loss: 575.9041 - logits_profile_predictions_loss: 568.6811 - logcount_predictions_loss: 0.4325 2376/2436 [============================>.] - ETA: 28s - loss: 575.9043 - logits_profile_predictions_loss: 568.6814 - logcount_predictions_loss: 0.4325 2377/2436 [============================>.] - ETA: 28s - loss: 575.9046 - logits_profile_predictions_loss: 568.6816 - logcount_predictions_loss: 0.4325 2378/2436 [============================>.] - ETA: 27s - loss: 575.9049 - 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[============================>.] - ETA: 24s - loss: 575.9067 - logits_profile_predictions_loss: 568.6835 - logcount_predictions_loss: 0.4325 2386/2436 [============================>.] - ETA: 23s - loss: 575.9069 - logits_profile_predictions_loss: 568.6837 - logcount_predictions_loss: 0.4325 2387/2436 [============================>.] - ETA: 23s - loss: 575.9072 - logits_profile_predictions_loss: 568.6840 - logcount_predictions_loss: 0.4325 2388/2436 [============================>.] - ETA: 22s - loss: 575.9074 - logits_profile_predictions_loss: 568.6842 - logcount_predictions_loss: 0.4325 2389/2436 [============================>.] - ETA: 22s - loss: 575.9076 - logits_profile_predictions_loss: 568.6844 - logcount_predictions_loss: 0.4325 2390/2436 [============================>.] - ETA: 21s - loss: 575.9079 - logits_profile_predictions_loss: 568.6846 - logcount_predictions_loss: 0.4325 2391/2436 [============================>.] - ETA: 21s - loss: 575.9082 - 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[============================>.] - ETA: 18s - loss: 575.9099 - logits_profile_predictions_loss: 568.6864 - logcount_predictions_loss: 0.4326 2399/2436 [============================>.] - ETA: 17s - loss: 575.9101 - logits_profile_predictions_loss: 568.6866 - logcount_predictions_loss: 0.4326 2400/2436 [============================>.] - ETA: 17s - loss: 575.9104 - logits_profile_predictions_loss: 568.6868 - logcount_predictions_loss: 0.4326 2401/2436 [============================>.] - ETA: 16s - loss: 575.9106 - logits_profile_predictions_loss: 568.6871 - logcount_predictions_loss: 0.4326 2402/2436 [============================>.] - ETA: 16s - loss: 575.9109 - logits_profile_predictions_loss: 568.6873 - logcount_predictions_loss: 0.4326 2403/2436 [============================>.] - ETA: 15s - loss: 575.9111 - logits_profile_predictions_loss: 568.6875 - logcount_predictions_loss: 0.4326 2404/2436 [============================>.] - ETA: 15s - loss: 575.9114 - 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[============================>.] - ETA: 11s - loss: 575.9131 - logits_profile_predictions_loss: 568.6893 - logcount_predictions_loss: 0.4326 2412/2436 [============================>.] - ETA: 11s - loss: 575.9133 - logits_profile_predictions_loss: 568.6895 - logcount_predictions_loss: 0.4326 2413/2436 [============================>.] - ETA: 10s - loss: 575.9135 - logits_profile_predictions_loss: 568.6897 - logcount_predictions_loss: 0.4326 2414/2436 [============================>.] - ETA: 10s - loss: 575.9138 - logits_profile_predictions_loss: 568.6899 - logcount_predictions_loss: 0.4326 2415/2436 [============================>.] - ETA: 10s - loss: 575.9140 - logits_profile_predictions_loss: 568.6901 - logcount_predictions_loss: 0.4326 2416/2436 [============================>.] - ETA: 9s - loss: 575.9142 - logits_profile_predictions_loss: 568.6903 - logcount_predictions_loss: 0.4326  2417/2436 [============================>.] - ETA: 9s - loss: 575.9144 - logits_profile_predictions_loss: 568.6905 - logcount_predictions_loss: 0.4326 2418/2436 [============================>.] - ETA: 8s - loss: 575.9146 - logits_profile_predictions_loss: 568.6907 - logcount_predictions_loss: 0.4326 2419/2436 [============================>.] - ETA: 8s - loss: 575.9148 - logits_profile_predictions_loss: 568.6908 - logcount_predictions_loss: 0.4326 2420/2436 [============================>.] - ETA: 7s - loss: 575.9150 - logits_profile_predictions_loss: 568.6910 - logcount_predictions_loss: 0.4326 2421/2436 [============================>.] - ETA: 7s - loss: 575.9152 - logits_profile_predictions_loss: 568.6912 - logcount_predictions_loss: 0.4326 2422/2436 [============================>.] - ETA: 6s - loss: 575.9154 - logits_profile_predictions_loss: 568.6913 - logcount_predictions_loss: 0.4326 2423/2436 [============================>.] - ETA: 6s - loss: 575.9156 - logits_profile_predictions_loss: 568.6915 - logcount_predictions_loss: 0.4326 2424/2436 [============================>.] - ETA: 5s - 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2431/2436 [============================>.] - ETA: 2s - loss: 575.9170 - logits_profile_predictions_loss: 568.6928 - logcount_predictions_loss: 0.4326 2432/2436 [============================>.] - ETA: 1s - loss: 575.9172 - logits_profile_predictions_loss: 568.6929 - logcount_predictions_loss: 0.4326 2433/2436 [============================>.] - ETA: 1s - loss: 575.9173 - logits_profile_predictions_loss: 568.6930 - logcount_predictions_loss: 0.4326 2434/2436 [============================>.] - ETA: 0s - loss: 575.9174 - logits_profile_predictions_loss: 568.6931 - logcount_predictions_loss: 0.4326 2435/2436 [============================>.] - ETA: 0s - loss: 575.9176 - logits_profile_predictions_loss: 568.6932 - logcount_predictions_loss: 0.4326 2436/2436 [==============================] - ETA: 0s - loss: 575.9177 - logits_profile_predictions_loss: 568.6934 - logcount_predictions_loss: 0.4326 2436/2436 [==============================] - 1204s 494ms/step - loss: 575.9179 - logits_profile_predictions_loss: 568.6935 - logcount_predictions_loss: 0.4326 - val_loss: 564.3201 - val_logits_profile_predictions_loss: 556.3248 - val_logcount_predictions_loss: 0.4788 Epoch 00006: val_loss improved from 564.93921 to 564.32007, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 7/50 1/2436 [..............................] - ETA: 20:21 - loss: 599.6161 - logits_profile_predictions_loss: 591.7299 - logcount_predictions_loss: 0.4722 2/2436 [..............................] - ETA: 19:06 - loss: 597.3351 - logits_profile_predictions_loss: 589.6853 - logcount_predictions_loss: 0.4581 3/2436 [..............................] - ETA: 19:09 - loss: 588.0116 - logits_profile_predictions_loss: 580.4050 - logcount_predictions_loss: 0.4555 4/2436 [..............................] - ETA: 19:08 - loss: 580.1418 - logits_profile_predictions_loss: 572.2932 - logcount_predictions_loss: 0.4700 5/2436 [..............................] - ETA: 19:07 - loss: 576.3113 - logits_profile_predictions_loss: 568.2774 - logcount_predictions_loss: 0.4811 6/2436 [..............................] - ETA: 19:08 - loss: 577.5381 - logits_profile_predictions_loss: 569.3703 - logcount_predictions_loss: 0.4891 7/2436 [..............................] - ETA: 19:08 - loss: 578.1197 - logits_profile_predictions_loss: 569.9132 - logcount_predictions_loss: 0.4914 8/2436 [..............................] - ETA: 19:08 - loss: 577.6546 - logits_profile_predictions_loss: 569.4592 - logcount_predictions_loss: 0.4907 9/2436 [..............................] - ETA: 19:09 - loss: 577.2553 - logits_profile_predictions_loss: 569.0247 - logcount_predictions_loss: 0.4929 10/2436 [..............................] - ETA: 19:07 - loss: 575.9610 - logits_profile_predictions_loss: 567.6492 - logcount_predictions_loss: 0.4977 11/2436 [..............................] - ETA: 19:07 - loss: 574.8581 - logits_profile_predictions_loss: 566.5040 - logcount_predictions_loss: 0.5003 12/2436 [..............................] - ETA: 19:07 - loss: 573.8040 - logits_profile_predictions_loss: 565.4403 - logcount_predictions_loss: 0.5008 13/2436 [..............................] - ETA: 19:07 - loss: 572.9315 - logits_profile_predictions_loss: 564.5768 - logcount_predictions_loss: 0.5003 14/2436 [..............................] - ETA: 19:06 - loss: 572.3211 - logits_profile_predictions_loss: 563.9872 - logcount_predictions_loss: 0.4990 15/2436 [..............................] - ETA: 19:06 - loss: 572.3366 - logits_profile_predictions_loss: 564.0260 - logcount_predictions_loss: 0.4976 16/2436 [..............................] - ETA: 19:05 - loss: 572.4917 - logits_profile_predictions_loss: 564.2071 - logcount_predictions_loss: 0.4961 17/2436 [..............................] - ETA: 19:04 - loss: 572.7259 - logits_profile_predictions_loss: 564.4659 - logcount_predictions_loss: 0.4946 18/2436 [..............................] - ETA: 19:04 - loss: 572.8821 - logits_profile_predictions_loss: 564.6531 - logcount_predictions_loss: 0.4928 19/2436 [..............................] - ETA: 19:04 - loss: 573.0005 - logits_profile_predictions_loss: 564.7955 - logcount_predictions_loss: 0.4913 20/2436 [..............................] - ETA: 19:04 - loss: 573.2454 - logits_profile_predictions_loss: 565.0688 - logcount_predictions_loss: 0.4896 21/2436 [..............................] - ETA: 19:03 - loss: 573.3136 - logits_profile_predictions_loss: 565.1677 - logcount_predictions_loss: 0.4878 22/2436 [..............................] - ETA: 19:03 - loss: 573.4112 - logits_profile_predictions_loss: 565.2960 - logcount_predictions_loss: 0.4859 23/2436 [..............................] - ETA: 19:03 - loss: 573.4494 - logits_profile_predictions_loss: 565.3663 - logcount_predictions_loss: 0.4840 24/2436 [..............................] - ETA: 19:02 - loss: 573.3664 - 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[..............................] - ETA: 19:00 - loss: 572.9515 - logits_profile_predictions_loss: 565.0870 - logcount_predictions_loss: 0.4709 32/2436 [..............................] - ETA: 19:00 - loss: 572.8246 - logits_profile_predictions_loss: 564.9823 - logcount_predictions_loss: 0.4696 33/2436 [..............................] - ETA: 19:00 - loss: 572.7728 - logits_profile_predictions_loss: 564.9516 - logcount_predictions_loss: 0.4683 34/2436 [..............................] - ETA: 18:59 - loss: 572.7134 - logits_profile_predictions_loss: 564.9105 - logcount_predictions_loss: 0.4672 35/2436 [..............................] - ETA: 18:59 - loss: 572.6237 - logits_profile_predictions_loss: 564.8382 - logcount_predictions_loss: 0.4662 36/2436 [..............................] - ETA: 18:58 - loss: 572.5033 - logits_profile_predictions_loss: 564.7362 - logcount_predictions_loss: 0.4651 37/2436 [..............................] - ETA: 18:58 - loss: 572.4497 - 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[===>..........................] - ETA: 16:27 - loss: 571.3299 - logits_profile_predictions_loss: 564.0846 - logcount_predictions_loss: 0.4339 370/2436 [===>..........................] - ETA: 16:26 - loss: 571.3356 - logits_profile_predictions_loss: 564.0906 - logcount_predictions_loss: 0.4338 371/2436 [===>..........................] - ETA: 16:26 - loss: 571.3413 - logits_profile_predictions_loss: 564.0966 - logcount_predictions_loss: 0.4338 372/2436 [===>..........................] - ETA: 16:25 - loss: 571.3477 - logits_profile_predictions_loss: 564.1035 - logcount_predictions_loss: 0.4338 373/2436 [===>..........................] - ETA: 16:25 - loss: 571.3537 - logits_profile_predictions_loss: 564.1099 - logcount_predictions_loss: 0.4338 374/2436 [===>..........................] - ETA: 16:24 - loss: 571.3590 - logits_profile_predictions_loss: 564.1155 - logcount_predictions_loss: 0.4337 375/2436 [===>..........................] - ETA: 16:24 - loss: 571.3641 - 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[====>.........................] - ETA: 15:56 - loss: 571.5935 - logits_profile_predictions_loss: 564.3631 - logcount_predictions_loss: 0.4330 435/2436 [====>.........................] - ETA: 15:55 - loss: 571.5964 - logits_profile_predictions_loss: 564.3662 - logcount_predictions_loss: 0.4330 436/2436 [====>.........................] - ETA: 15:55 - loss: 571.5995 - logits_profile_predictions_loss: 564.3694 - logcount_predictions_loss: 0.4329 437/2436 [====>.........................] - ETA: 15:54 - loss: 571.6024 - logits_profile_predictions_loss: 564.3723 - logcount_predictions_loss: 0.4329 438/2436 [====>.........................] - ETA: 15:54 - loss: 571.6051 - logits_profile_predictions_loss: 564.3752 - logcount_predictions_loss: 0.4329 439/2436 [====>.........................] - ETA: 15:54 - loss: 571.6079 - logits_profile_predictions_loss: 564.3780 - logcount_predictions_loss: 0.4329 440/2436 [====>.........................] - ETA: 15:53 - loss: 571.6110 - 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[============================>.] - ETA: 31s - loss: 572.1504 - logits_profile_predictions_loss: 565.0368 - logcount_predictions_loss: 0.4260 2372/2436 [============================>.] - ETA: 30s - loss: 572.1507 - logits_profile_predictions_loss: 565.0371 - logcount_predictions_loss: 0.4260 2373/2436 [============================>.] - ETA: 30s - loss: 572.1510 - logits_profile_predictions_loss: 565.0374 - logcount_predictions_loss: 0.4260 2374/2436 [============================>.] - ETA: 29s - loss: 572.1513 - logits_profile_predictions_loss: 565.0378 - logcount_predictions_loss: 0.4260 2375/2436 [============================>.] - ETA: 29s - loss: 572.1516 - logits_profile_predictions_loss: 565.0381 - logcount_predictions_loss: 0.4260 2376/2436 [============================>.] - ETA: 28s - loss: 572.1519 - logits_profile_predictions_loss: 565.0384 - logcount_predictions_loss: 0.4260 2377/2436 [============================>.] - ETA: 28s - loss: 572.1522 - logits_profile_predictions_loss: 565.0387 - logcount_predictions_loss: 0.4260 2378/2436 [============================>.] - ETA: 27s - loss: 572.1526 - logits_profile_predictions_loss: 565.0391 - logcount_predictions_loss: 0.4260 2379/2436 [============================>.] - ETA: 27s - loss: 572.1529 - logits_profile_predictions_loss: 565.0394 - logcount_predictions_loss: 0.4260 2380/2436 [============================>.] - ETA: 26s - loss: 572.1532 - logits_profile_predictions_loss: 565.0398 - logcount_predictions_loss: 0.4260 2381/2436 [============================>.] - ETA: 26s - loss: 572.1535 - logits_profile_predictions_loss: 565.0401 - logcount_predictions_loss: 0.4260 2382/2436 [============================>.] - ETA: 25s - loss: 572.1538 - logits_profile_predictions_loss: 565.0404 - logcount_predictions_loss: 0.4260 2383/2436 [============================>.] - ETA: 25s - loss: 572.1542 - logits_profile_predictions_loss: 565.0408 - logcount_predictions_loss: 0.4260 2384/2436 [============================>.] - ETA: 24s - loss: 572.1545 - logits_profile_predictions_loss: 565.0411 - logcount_predictions_loss: 0.4260 2385/2436 [============================>.] - ETA: 24s - loss: 572.1548 - logits_profile_predictions_loss: 565.0415 - logcount_predictions_loss: 0.4259 2386/2436 [============================>.] - ETA: 23s - loss: 572.1551 - logits_profile_predictions_loss: 565.0418 - logcount_predictions_loss: 0.4259 2387/2436 [============================>.] - ETA: 23s - loss: 572.1555 - logits_profile_predictions_loss: 565.0422 - logcount_predictions_loss: 0.4259 2388/2436 [============================>.] - ETA: 22s - loss: 572.1558 - logits_profile_predictions_loss: 565.0425 - logcount_predictions_loss: 0.4259 2389/2436 [============================>.] - ETA: 22s - loss: 572.1561 - logits_profile_predictions_loss: 565.0429 - logcount_predictions_loss: 0.4259 2390/2436 [============================>.] - ETA: 22s - loss: 572.1565 - logits_profile_predictions_loss: 565.0433 - logcount_predictions_loss: 0.4259 2391/2436 [============================>.] - ETA: 21s - loss: 572.1568 - logits_profile_predictions_loss: 565.0436 - logcount_predictions_loss: 0.4259 2392/2436 [============================>.] - ETA: 21s - loss: 572.1571 - logits_profile_predictions_loss: 565.0439 - logcount_predictions_loss: 0.4259 2393/2436 [============================>.] - ETA: 20s - loss: 572.1575 - logits_profile_predictions_loss: 565.0443 - logcount_predictions_loss: 0.4259 2394/2436 [============================>.] - ETA: 20s - loss: 572.1578 - logits_profile_predictions_loss: 565.0446 - logcount_predictions_loss: 0.4259 2395/2436 [============================>.] - ETA: 19s - loss: 572.1581 - logits_profile_predictions_loss: 565.0450 - logcount_predictions_loss: 0.4259 2396/2436 [============================>.] - ETA: 19s - loss: 572.1584 - logits_profile_predictions_loss: 565.0453 - logcount_predictions_loss: 0.4259 2397/2436 [============================>.] - ETA: 18s - loss: 572.1587 - logits_profile_predictions_loss: 565.0456 - logcount_predictions_loss: 0.4259 2398/2436 [============================>.] - ETA: 18s - loss: 572.1590 - logits_profile_predictions_loss: 565.0459 - logcount_predictions_loss: 0.4259 2399/2436 [============================>.] - ETA: 17s - loss: 572.1592 - logits_profile_predictions_loss: 565.0462 - logcount_predictions_loss: 0.4259 2400/2436 [============================>.] - ETA: 17s - loss: 572.1595 - logits_profile_predictions_loss: 565.0465 - logcount_predictions_loss: 0.4259 2401/2436 [============================>.] - ETA: 16s - loss: 572.1598 - logits_profile_predictions_loss: 565.0468 - logcount_predictions_loss: 0.4259 2402/2436 [============================>.] - ETA: 16s - loss: 572.1601 - logits_profile_predictions_loss: 565.0471 - logcount_predictions_loss: 0.4259 2403/2436 [============================>.] - ETA: 15s - loss: 572.1603 - logits_profile_predictions_loss: 565.0474 - logcount_predictions_loss: 0.4259 2404/2436 [============================>.] - ETA: 15s - loss: 572.1606 - logits_profile_predictions_loss: 565.0477 - logcount_predictions_loss: 0.4259 2405/2436 [============================>.] - ETA: 14s - loss: 572.1609 - logits_profile_predictions_loss: 565.0480 - logcount_predictions_loss: 0.4259 2406/2436 [============================>.] - ETA: 14s - loss: 572.1612 - logits_profile_predictions_loss: 565.0483 - logcount_predictions_loss: 0.4259 2407/2436 [============================>.] - ETA: 13s - loss: 572.1615 - logits_profile_predictions_loss: 565.0486 - logcount_predictions_loss: 0.4259 2408/2436 [============================>.] - ETA: 13s - loss: 572.1617 - logits_profile_predictions_loss: 565.0489 - logcount_predictions_loss: 0.4259 2409/2436 [============================>.] - ETA: 12s - loss: 572.1620 - logits_profile_predictions_loss: 565.0491 - logcount_predictions_loss: 0.4259 2410/2436 [============================>.] - ETA: 12s - loss: 572.1622 - logits_profile_predictions_loss: 565.0494 - logcount_predictions_loss: 0.4259 2411/2436 [============================>.] - ETA: 11s - loss: 572.1624 - logits_profile_predictions_loss: 565.0496 - logcount_predictions_loss: 0.4259 2412/2436 [============================>.] - ETA: 11s - loss: 572.1626 - logits_profile_predictions_loss: 565.0498 - logcount_predictions_loss: 0.4259 2413/2436 [============================>.] - ETA: 11s - loss: 572.1629 - logits_profile_predictions_loss: 565.0501 - logcount_predictions_loss: 0.4259 2414/2436 [============================>.] - ETA: 10s - loss: 572.1631 - logits_profile_predictions_loss: 565.0503 - logcount_predictions_loss: 0.4259 2415/2436 [============================>.] - ETA: 10s - loss: 572.1633 - logits_profile_predictions_loss: 565.0505 - logcount_predictions_loss: 0.4259 2416/2436 [============================>.] - ETA: 9s - loss: 572.1634 - logits_profile_predictions_loss: 565.0507 - logcount_predictions_loss: 0.4259  2417/2436 [============================>.] - ETA: 9s - loss: 572.1636 - logits_profile_predictions_loss: 565.0509 - logcount_predictions_loss: 0.4259 2418/2436 [============================>.] - ETA: 8s - loss: 572.1638 - logits_profile_predictions_loss: 565.0512 - logcount_predictions_loss: 0.4259 2419/2436 [============================>.] - ETA: 8s - loss: 572.1640 - logits_profile_predictions_loss: 565.0514 - logcount_predictions_loss: 0.4259 2420/2436 [============================>.] - ETA: 7s - loss: 572.1642 - logits_profile_predictions_loss: 565.0516 - logcount_predictions_loss: 0.4259 2421/2436 [============================>.] - ETA: 7s - loss: 572.1644 - logits_profile_predictions_loss: 565.0518 - logcount_predictions_loss: 0.4259 2422/2436 [============================>.] - ETA: 6s - loss: 572.1646 - logits_profile_predictions_loss: 565.0520 - logcount_predictions_loss: 0.4259 2423/2436 [============================>.] - ETA: 6s - loss: 572.1648 - logits_profile_predictions_loss: 565.0523 - logcount_predictions_loss: 0.4259 2424/2436 [============================>.] - ETA: 5s - loss: 572.1650 - logits_profile_predictions_loss: 565.0525 - logcount_predictions_loss: 0.4259 2425/2436 [============================>.] - ETA: 5s - loss: 572.1652 - logits_profile_predictions_loss: 565.0527 - logcount_predictions_loss: 0.4259 2426/2436 [============================>.] - ETA: 4s - loss: 572.1654 - logits_profile_predictions_loss: 565.0529 - logcount_predictions_loss: 0.4259 2427/2436 [============================>.] - ETA: 4s - loss: 572.1656 - logits_profile_predictions_loss: 565.0531 - logcount_predictions_loss: 0.4259 2428/2436 [============================>.] - ETA: 3s - loss: 572.1658 - logits_profile_predictions_loss: 565.0533 - logcount_predictions_loss: 0.4259 2429/2436 [============================>.] - ETA: 3s - loss: 572.1659 - logits_profile_predictions_loss: 565.0535 - logcount_predictions_loss: 0.4259 2430/2436 [============================>.] - ETA: 2s - loss: 572.1661 - logits_profile_predictions_loss: 565.0537 - logcount_predictions_loss: 0.4259 2431/2436 [============================>.] - ETA: 2s - loss: 572.1663 - logits_profile_predictions_loss: 565.0539 - logcount_predictions_loss: 0.4259 2432/2436 [============================>.] - ETA: 1s - loss: 572.1665 - logits_profile_predictions_loss: 565.0541 - logcount_predictions_loss: 0.4259 2433/2436 [============================>.] - ETA: 1s - loss: 572.1667 - logits_profile_predictions_loss: 565.0544 - logcount_predictions_loss: 0.4259 2434/2436 [============================>.] - ETA: 0s - loss: 572.1669 - logits_profile_predictions_loss: 565.0546 - logcount_predictions_loss: 0.4259 2435/2436 [============================>.] - ETA: 0s - loss: 572.1671 - logits_profile_predictions_loss: 565.0548 - logcount_predictions_loss: 0.4259 2436/2436 [==============================] - ETA: 0s - loss: 572.1673 - logits_profile_predictions_loss: 565.0550 - logcount_predictions_loss: 0.4259 2436/2436 [==============================] - 1206s 495ms/step - loss: 572.1675 - logits_profile_predictions_loss: 565.0552 - logcount_predictions_loss: 0.4259 - val_loss: 562.3984 - val_logits_profile_predictions_loss: 554.4523 - val_logcount_predictions_loss: 0.4758 Epoch 00007: val_loss improved from 564.32007 to 562.39838, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 8/50 1/2436 [..............................] - ETA: 21:04 - loss: 583.2899 - logits_profile_predictions_loss: 576.6565 - logcount_predictions_loss: 0.3972 2/2436 [..............................] - ETA: 19:08 - loss: 604.1974 - logits_profile_predictions_loss: 597.2548 - logcount_predictions_loss: 0.4157 3/2436 [..............................] - ETA: 19:04 - loss: 604.7309 - logits_profile_predictions_loss: 597.6206 - logcount_predictions_loss: 0.4258 4/2436 [..............................] - ETA: 19:05 - loss: 605.3921 - logits_profile_predictions_loss: 598.2573 - logcount_predictions_loss: 0.4272 5/2436 [..............................] - ETA: 19:09 - loss: 602.4877 - logits_profile_predictions_loss: 595.3406 - logcount_predictions_loss: 0.4280 6/2436 [..............................] - ETA: 19:09 - loss: 599.4120 - logits_profile_predictions_loss: 592.2494 - logcount_predictions_loss: 0.4289 7/2436 [..............................] - ETA: 19:09 - loss: 596.9393 - logits_profile_predictions_loss: 589.7990 - logcount_predictions_loss: 0.4276 8/2436 [..............................] - ETA: 19:08 - loss: 595.8035 - logits_profile_predictions_loss: 588.7093 - logcount_predictions_loss: 0.4248 9/2436 [..............................] - ETA: 19:09 - loss: 595.7940 - logits_profile_predictions_loss: 588.6776 - logcount_predictions_loss: 0.4261 10/2436 [..............................] - ETA: 19:08 - loss: 595.5108 - logits_profile_predictions_loss: 588.3674 - logcount_predictions_loss: 0.4277 11/2436 [..............................] - ETA: 19:08 - loss: 595.2328 - logits_profile_predictions_loss: 588.0620 - logcount_predictions_loss: 0.4294 12/2436 [..............................] - ETA: 19:09 - loss: 595.4760 - logits_profile_predictions_loss: 588.2895 - logcount_predictions_loss: 0.4303 13/2436 [..............................] - ETA: 19:08 - loss: 595.8339 - logits_profile_predictions_loss: 588.6516 - logcount_predictions_loss: 0.4301 14/2436 [..............................] - ETA: 19:08 - loss: 596.0820 - logits_profile_predictions_loss: 588.8934 - logcount_predictions_loss: 0.4305 15/2436 [..............................] - ETA: 19:07 - loss: 595.7242 - logits_profile_predictions_loss: 588.5449 - logcount_predictions_loss: 0.4299 16/2436 [..............................] - ETA: 19:07 - loss: 595.9086 - logits_profile_predictions_loss: 588.7354 - logcount_predictions_loss: 0.4295 17/2436 [..............................] - ETA: 19:07 - loss: 595.6708 - logits_profile_predictions_loss: 588.5043 - logcount_predictions_loss: 0.4291 18/2436 [..............................] - ETA: 19:06 - loss: 595.3394 - logits_profile_predictions_loss: 588.1798 - logcount_predictions_loss: 0.4287 19/2436 [..............................] - ETA: 19:05 - loss: 594.9051 - logits_profile_predictions_loss: 587.7534 - logcount_predictions_loss: 0.4282 20/2436 [..............................] - ETA: 19:05 - loss: 594.3113 - logits_profile_predictions_loss: 587.1617 - logcount_predictions_loss: 0.4281 21/2436 [..............................] - ETA: 19:05 - loss: 593.7951 - logits_profile_predictions_loss: 586.6462 - logcount_predictions_loss: 0.4281 22/2436 [..............................] - ETA: 19:05 - loss: 593.3061 - logits_profile_predictions_loss: 586.1595 - logcount_predictions_loss: 0.4279 23/2436 [..............................] - ETA: 19:04 - loss: 592.8961 - logits_profile_predictions_loss: 585.7550 - logcount_predictions_loss: 0.4276 24/2436 [..............................] - ETA: 19:04 - loss: 592.5547 - logits_profile_predictions_loss: 585.4115 - logcount_predictions_loss: 0.4277 25/2436 [..............................] - ETA: 19:03 - loss: 592.2145 - logits_profile_predictions_loss: 585.0725 - logcount_predictions_loss: 0.4277 26/2436 [..............................] - ETA: 19:03 - loss: 591.9484 - logits_profile_predictions_loss: 584.8097 - logcount_predictions_loss: 0.4275 27/2436 [..............................] - ETA: 19:03 - loss: 591.8222 - logits_profile_predictions_loss: 584.6872 - logcount_predictions_loss: 0.4272 28/2436 [..............................] - ETA: 19:03 - loss: 591.7060 - logits_profile_predictions_loss: 584.5753 - logcount_predictions_loss: 0.4270 29/2436 [..............................] - ETA: 19:02 - loss: 591.5733 - logits_profile_predictions_loss: 584.4448 - logcount_predictions_loss: 0.4269 30/2436 [..............................] - ETA: 19:02 - loss: 591.4825 - logits_profile_predictions_loss: 584.3575 - logcount_predictions_loss: 0.4266 31/2436 [..............................] - ETA: 19:01 - loss: 591.3854 - logits_profile_predictions_loss: 584.2637 - logcount_predictions_loss: 0.4265 32/2436 [..............................] - ETA: 19:00 - loss: 591.2435 - logits_profile_predictions_loss: 584.1251 - logcount_predictions_loss: 0.4263 33/2436 [..............................] - ETA: 19:00 - loss: 591.0506 - logits_profile_predictions_loss: 583.9350 - logcount_predictions_loss: 0.4261 34/2436 [..............................] - ETA: 19:00 - loss: 590.8345 - logits_profile_predictions_loss: 583.7223 - logcount_predictions_loss: 0.4259 35/2436 [..............................] - ETA: 18:59 - loss: 590.5951 - logits_profile_predictions_loss: 583.4856 - logcount_predictions_loss: 0.4257 36/2436 [..............................] - ETA: 18:59 - loss: 590.3953 - 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[..............................] - ETA: 18:56 - loss: 588.9226 - logits_profile_predictions_loss: 581.8323 - logcount_predictions_loss: 0.4246 44/2436 [..............................] - ETA: 18:56 - loss: 588.7282 - logits_profile_predictions_loss: 581.6414 - logcount_predictions_loss: 0.4244 45/2436 [..............................] - ETA: 18:55 - loss: 588.5157 - logits_profile_predictions_loss: 581.4324 - logcount_predictions_loss: 0.4241 46/2436 [..............................] - ETA: 18:55 - loss: 588.3219 - logits_profile_predictions_loss: 581.2436 - logcount_predictions_loss: 0.4238 47/2436 [..............................] - ETA: 18:54 - loss: 588.1612 - logits_profile_predictions_loss: 581.0884 - logcount_predictions_loss: 0.4235 48/2436 [..............................] - ETA: 18:54 - loss: 588.0033 - logits_profile_predictions_loss: 580.9364 - logcount_predictions_loss: 0.4232 49/2436 [..............................] - ETA: 18:54 - loss: 587.7968 - 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[..............................] - ETA: 18:51 - loss: 586.4536 - logits_profile_predictions_loss: 579.4239 - logcount_predictions_loss: 0.4209 57/2436 [..............................] - ETA: 18:50 - loss: 586.2644 - logits_profile_predictions_loss: 579.2391 - logcount_predictions_loss: 0.4207 58/2436 [..............................] - ETA: 18:50 - loss: 586.0884 - logits_profile_predictions_loss: 579.0673 - logcount_predictions_loss: 0.4204 59/2436 [..............................] - ETA: 18:50 - loss: 585.9477 - logits_profile_predictions_loss: 578.9307 - logcount_predictions_loss: 0.4202 60/2436 [..............................] - ETA: 18:49 - loss: 585.8353 - logits_profile_predictions_loss: 578.8225 - logcount_predictions_loss: 0.4199 61/2436 [..............................] - ETA: 18:49 - loss: 585.7035 - logits_profile_predictions_loss: 578.6947 - logcount_predictions_loss: 0.4197 62/2436 [..............................] - ETA: 18:48 - loss: 585.5618 - 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logits_profile_predictions_loss: 565.4668 - logcount_predictions_loss: 0.4097 2390/2436 [============================>.] - ETA: 22s - loss: 572.3083 - logits_profile_predictions_loss: 565.4663 - logcount_predictions_loss: 0.4097 2391/2436 [============================>.] - ETA: 21s - loss: 572.3079 - logits_profile_predictions_loss: 565.4659 - logcount_predictions_loss: 0.4097 2392/2436 [============================>.] - ETA: 21s - loss: 572.3075 - logits_profile_predictions_loss: 565.4655 - logcount_predictions_loss: 0.4097 2393/2436 [============================>.] - ETA: 20s - loss: 572.3070 - logits_profile_predictions_loss: 565.4650 - logcount_predictions_loss: 0.4097 2394/2436 [============================>.] - ETA: 20s - loss: 572.3066 - logits_profile_predictions_loss: 565.4646 - logcount_predictions_loss: 0.4097 2395/2436 [============================>.] - ETA: 19s - loss: 572.3061 - logits_profile_predictions_loss: 565.4641 - logcount_predictions_loss: 0.4097 2396/2436 [============================>.] - ETA: 19s - loss: 572.3057 - logits_profile_predictions_loss: 565.4637 - logcount_predictions_loss: 0.4097 2397/2436 [============================>.] - ETA: 18s - loss: 572.3052 - logits_profile_predictions_loss: 565.4632 - logcount_predictions_loss: 0.4097 2398/2436 [============================>.] - ETA: 18s - loss: 572.3048 - logits_profile_predictions_loss: 565.4628 - logcount_predictions_loss: 0.4097 2399/2436 [============================>.] - ETA: 17s - loss: 572.3044 - logits_profile_predictions_loss: 565.4624 - logcount_predictions_loss: 0.4097 2400/2436 [============================>.] - ETA: 17s - loss: 572.3039 - logits_profile_predictions_loss: 565.4619 - logcount_predictions_loss: 0.4097 2401/2436 [============================>.] - ETA: 16s - loss: 572.3035 - logits_profile_predictions_loss: 565.4615 - logcount_predictions_loss: 0.4097 2402/2436 [============================>.] - ETA: 16s - loss: 572.3031 - logits_profile_predictions_loss: 565.4611 - logcount_predictions_loss: 0.4097 2403/2436 [============================>.] - ETA: 15s - loss: 572.3026 - logits_profile_predictions_loss: 565.4607 - logcount_predictions_loss: 0.4097 2404/2436 [============================>.] - ETA: 15s - loss: 572.3022 - logits_profile_predictions_loss: 565.4602 - logcount_predictions_loss: 0.4097 2405/2436 [============================>.] - ETA: 14s - loss: 572.3018 - logits_profile_predictions_loss: 565.4598 - logcount_predictions_loss: 0.4097 2406/2436 [============================>.] - ETA: 14s - loss: 572.3013 - logits_profile_predictions_loss: 565.4594 - logcount_predictions_loss: 0.4097 2407/2436 [============================>.] - ETA: 13s - loss: 572.3009 - logits_profile_predictions_loss: 565.4590 - logcount_predictions_loss: 0.4097 2408/2436 [============================>.] - ETA: 13s - loss: 572.3005 - logits_profile_predictions_loss: 565.4585 - logcount_predictions_loss: 0.4097 2409/2436 [============================>.] - ETA: 12s - loss: 572.3001 - logits_profile_predictions_loss: 565.4581 - logcount_predictions_loss: 0.4097 2410/2436 [============================>.] - ETA: 12s - loss: 572.2997 - logits_profile_predictions_loss: 565.4577 - logcount_predictions_loss: 0.4097 2411/2436 [============================>.] - ETA: 11s - loss: 572.2993 - logits_profile_predictions_loss: 565.4573 - logcount_predictions_loss: 0.4097 2412/2436 [============================>.] - ETA: 11s - loss: 572.2989 - logits_profile_predictions_loss: 565.4569 - logcount_predictions_loss: 0.4097 2413/2436 [============================>.] - ETA: 11s - loss: 572.2985 - logits_profile_predictions_loss: 565.4565 - logcount_predictions_loss: 0.4097 2414/2436 [============================>.] - ETA: 10s - loss: 572.2981 - logits_profile_predictions_loss: 565.4562 - logcount_predictions_loss: 0.4097 2415/2436 [============================>.] - ETA: 10s - loss: 572.2978 - logits_profile_predictions_loss: 565.4558 - logcount_predictions_loss: 0.4097 2416/2436 [============================>.] - ETA: 9s - loss: 572.2974 - logits_profile_predictions_loss: 565.4554 - logcount_predictions_loss: 0.4097  2417/2436 [============================>.] - ETA: 9s - loss: 572.2970 - logits_profile_predictions_loss: 565.4551 - logcount_predictions_loss: 0.4097 2418/2436 [============================>.] - ETA: 8s - loss: 572.2967 - logits_profile_predictions_loss: 565.4547 - logcount_predictions_loss: 0.4097 2419/2436 [============================>.] - ETA: 8s - loss: 572.2963 - logits_profile_predictions_loss: 565.4543 - logcount_predictions_loss: 0.4097 2420/2436 [============================>.] - ETA: 7s - loss: 572.2959 - logits_profile_predictions_loss: 565.4540 - logcount_predictions_loss: 0.4097 2421/2436 [============================>.] - ETA: 7s - loss: 572.2956 - logits_profile_predictions_loss: 565.4536 - logcount_predictions_loss: 0.4097 2422/2436 [============================>.] - ETA: 6s - loss: 572.2952 - logits_profile_predictions_loss: 565.4532 - logcount_predictions_loss: 0.4097 2423/2436 [============================>.] - ETA: 6s - loss: 572.2948 - logits_profile_predictions_loss: 565.4529 - logcount_predictions_loss: 0.4097 2424/2436 [============================>.] - ETA: 5s - loss: 572.2944 - logits_profile_predictions_loss: 565.4525 - logcount_predictions_loss: 0.4097 2425/2436 [============================>.] - ETA: 5s - loss: 572.2940 - logits_profile_predictions_loss: 565.4521 - logcount_predictions_loss: 0.4097 2426/2436 [============================>.] - ETA: 4s - loss: 572.2937 - logits_profile_predictions_loss: 565.4517 - logcount_predictions_loss: 0.4097 2427/2436 [============================>.] - ETA: 4s - loss: 572.2933 - logits_profile_predictions_loss: 565.4513 - logcount_predictions_loss: 0.4097 2428/2436 [============================>.] - ETA: 3s - loss: 572.2929 - logits_profile_predictions_loss: 565.4509 - logcount_predictions_loss: 0.4097 2429/2436 [============================>.] - ETA: 3s - loss: 572.2925 - logits_profile_predictions_loss: 565.4505 - logcount_predictions_loss: 0.4097 2430/2436 [============================>.] - ETA: 2s - loss: 572.2921 - logits_profile_predictions_loss: 565.4501 - logcount_predictions_loss: 0.4097 2431/2436 [============================>.] - ETA: 2s - loss: 572.2917 - logits_profile_predictions_loss: 565.4497 - logcount_predictions_loss: 0.4097 2432/2436 [============================>.] - ETA: 1s - loss: 572.2913 - logits_profile_predictions_loss: 565.4493 - logcount_predictions_loss: 0.4097 2433/2436 [============================>.] - ETA: 1s - loss: 572.2909 - logits_profile_predictions_loss: 565.4489 - logcount_predictions_loss: 0.4097 2434/2436 [============================>.] - ETA: 0s - loss: 572.2905 - logits_profile_predictions_loss: 565.4485 - logcount_predictions_loss: 0.4097 2435/2436 [============================>.] - ETA: 0s - loss: 572.2901 - logits_profile_predictions_loss: 565.4481 - logcount_predictions_loss: 0.4097 2436/2436 [==============================] - ETA: 0s - loss: 572.2897 - logits_profile_predictions_loss: 565.4477 - logcount_predictions_loss: 0.4097 2436/2436 [==============================] - 1206s 495ms/step - loss: 572.2893 - logits_profile_predictions_loss: 565.4473 - logcount_predictions_loss: 0.4097 - val_loss: 565.0134 - val_logits_profile_predictions_loss: 557.8987 - val_logcount_predictions_loss: 0.4260 Epoch 00008: val_loss did not improve from 562.39838 Epoch 9/50 1/2436 [..............................] - ETA: 20:41 - loss: 653.0449 - logits_profile_predictions_loss: 646.9668 - logcount_predictions_loss: 0.3640 2/2436 [..............................] - ETA: 19:06 - loss: 629.7604 - logits_profile_predictions_loss: 623.4194 - logcount_predictions_loss: 0.3797 3/2436 [..............................] - ETA: 19:10 - loss: 606.3425 - logits_profile_predictions_loss: 600.0076 - logcount_predictions_loss: 0.3793 4/2436 [..............................] - ETA: 19:12 - loss: 595.7984 - logits_profile_predictions_loss: 589.4959 - logcount_predictions_loss: 0.3774 5/2436 [..............................] - ETA: 19:13 - loss: 592.7892 - logits_profile_predictions_loss: 586.4577 - logcount_predictions_loss: 0.3791 6/2436 [..............................] - ETA: 19:11 - loss: 589.4066 - logits_profile_predictions_loss: 582.9835 - logcount_predictions_loss: 0.3846 7/2436 [..............................] - ETA: 19:10 - loss: 586.8054 - logits_profile_predictions_loss: 580.3608 - logcount_predictions_loss: 0.3859 8/2436 [..............................] - ETA: 19:08 - loss: 586.3809 - logits_profile_predictions_loss: 579.9055 - logcount_predictions_loss: 0.3877 9/2436 [..............................] - ETA: 19:08 - loss: 586.0460 - logits_profile_predictions_loss: 579.5491 - logcount_predictions_loss: 0.3890 10/2436 [..............................] - ETA: 19:08 - loss: 585.8049 - logits_profile_predictions_loss: 579.2930 - logcount_predictions_loss: 0.3899 11/2436 [..............................] - ETA: 19:08 - loss: 585.4443 - logits_profile_predictions_loss: 578.9224 - logcount_predictions_loss: 0.3905 12/2436 [..............................] - ETA: 19:09 - loss: 585.3880 - logits_profile_predictions_loss: 578.8603 - logcount_predictions_loss: 0.3909 13/2436 [..............................] - ETA: 19:08 - loss: 585.3011 - logits_profile_predictions_loss: 578.7764 - logcount_predictions_loss: 0.3907 14/2436 [..............................] - ETA: 19:07 - loss: 586.3748 - logits_profile_predictions_loss: 579.8627 - logcount_predictions_loss: 0.3899 15/2436 [..............................] - ETA: 19:07 - loss: 587.4047 - logits_profile_predictions_loss: 580.9099 - logcount_predictions_loss: 0.3889 16/2436 [..............................] - ETA: 19:07 - loss: 588.2984 - logits_profile_predictions_loss: 581.8095 - logcount_predictions_loss: 0.3886 17/2436 [..............................] - ETA: 19:07 - loss: 589.0656 - logits_profile_predictions_loss: 582.5815 - logcount_predictions_loss: 0.3883 18/2436 [..............................] - ETA: 19:07 - loss: 589.4206 - logits_profile_predictions_loss: 582.9384 - logcount_predictions_loss: 0.3882 19/2436 [..............................] - ETA: 19:06 - loss: 589.5400 - logits_profile_predictions_loss: 583.0604 - logcount_predictions_loss: 0.3880 20/2436 [..............................] - ETA: 19:05 - loss: 589.5094 - logits_profile_predictions_loss: 583.0365 - logcount_predictions_loss: 0.3876 21/2436 [..............................] - ETA: 19:06 - loss: 589.2057 - logits_profile_predictions_loss: 582.7354 - logcount_predictions_loss: 0.3874 22/2436 [..............................] - ETA: 19:06 - loss: 588.8446 - logits_profile_predictions_loss: 582.3772 - logcount_predictions_loss: 0.3873 23/2436 [..............................] - ETA: 19:05 - loss: 588.4965 - logits_profile_predictions_loss: 582.0300 - logcount_predictions_loss: 0.3872 24/2436 [..............................] - ETA: 19:05 - loss: 588.1872 - logits_profile_predictions_loss: 581.7231 - logcount_predictions_loss: 0.3871 25/2436 [..............................] - ETA: 19:04 - loss: 587.7977 - logits_profile_predictions_loss: 581.3336 - logcount_predictions_loss: 0.3871 26/2436 [..............................] - ETA: 19:04 - loss: 587.4317 - logits_profile_predictions_loss: 580.9680 - logcount_predictions_loss: 0.3870 27/2436 [..............................] - ETA: 19:03 - loss: 587.0940 - logits_profile_predictions_loss: 580.6301 - logcount_predictions_loss: 0.3871 28/2436 [..............................] - ETA: 19:02 - loss: 586.7025 - logits_profile_predictions_loss: 580.2386 - logcount_predictions_loss: 0.3871 29/2436 [..............................] - ETA: 19:02 - loss: 586.3205 - logits_profile_predictions_loss: 579.8586 - logcount_predictions_loss: 0.3869 30/2436 [..............................] - ETA: 19:02 - loss: 585.9971 - logits_profile_predictions_loss: 579.5374 - logcount_predictions_loss: 0.3868 31/2436 [..............................] - ETA: 19:01 - loss: 585.7522 - logits_profile_predictions_loss: 579.2949 - logcount_predictions_loss: 0.3867 32/2436 [..............................] - ETA: 19:01 - loss: 585.5434 - logits_profile_predictions_loss: 579.0890 - logcount_predictions_loss: 0.3865 33/2436 [..............................] - ETA: 19:00 - loss: 585.3162 - logits_profile_predictions_loss: 578.8637 - logcount_predictions_loss: 0.3864 34/2436 [..............................] - ETA: 19:00 - loss: 585.1119 - logits_profile_predictions_loss: 578.6584 - logcount_predictions_loss: 0.3864 35/2436 [..............................] - ETA: 19:00 - loss: 584.9332 - logits_profile_predictions_loss: 578.4772 - logcount_predictions_loss: 0.3866 36/2436 [..............................] - ETA: 18:59 - loss: 584.8020 - logits_profile_predictions_loss: 578.3432 - logcount_predictions_loss: 0.3868 37/2436 [..............................] - ETA: 18:59 - loss: 584.7287 - logits_profile_predictions_loss: 578.2674 - logcount_predictions_loss: 0.3869 38/2436 [..............................] - ETA: 18:59 - loss: 584.7019 - logits_profile_predictions_loss: 578.2367 - logcount_predictions_loss: 0.3871 39/2436 [..............................] - ETA: 18:58 - loss: 584.6387 - logits_profile_predictions_loss: 578.1705 - logcount_predictions_loss: 0.3873 40/2436 [..............................] - ETA: 18:58 - loss: 584.5892 - logits_profile_predictions_loss: 578.1177 - logcount_predictions_loss: 0.3875 41/2436 [..............................] - ETA: 18:58 - loss: 584.5790 - logits_profile_predictions_loss: 578.1048 - logcount_predictions_loss: 0.3877 42/2436 [..............................] - ETA: 18:57 - loss: 584.6095 - logits_profile_predictions_loss: 578.1316 - logcount_predictions_loss: 0.3879 43/2436 [..............................] - ETA: 18:57 - loss: 584.6246 - logits_profile_predictions_loss: 578.1440 - logcount_predictions_loss: 0.3881 44/2436 [..............................] - ETA: 18:56 - loss: 584.6386 - logits_profile_predictions_loss: 578.1562 - logcount_predictions_loss: 0.3882 45/2436 [..............................] - ETA: 18:56 - loss: 584.6602 - logits_profile_predictions_loss: 578.1765 - logcount_predictions_loss: 0.3883 46/2436 [..............................] - ETA: 18:56 - loss: 584.6775 - logits_profile_predictions_loss: 578.1923 - logcount_predictions_loss: 0.3883 47/2436 [..............................] - ETA: 18:55 - loss: 584.7029 - logits_profile_predictions_loss: 578.2160 - logcount_predictions_loss: 0.3884 48/2436 [..............................] - ETA: 18:55 - loss: 584.7480 - logits_profile_predictions_loss: 578.2590 - logcount_predictions_loss: 0.3886 49/2436 [..............................] - ETA: 18:55 - loss: 584.7826 - logits_profile_predictions_loss: 578.2923 - logcount_predictions_loss: 0.3886 50/2436 [..............................] - ETA: 18:54 - loss: 584.8007 - logits_profile_predictions_loss: 578.3094 - logcount_predictions_loss: 0.3887 51/2436 [..............................] - ETA: 18:54 - loss: 584.8232 - logits_profile_predictions_loss: 578.3306 - logcount_predictions_loss: 0.3888 52/2436 [..............................] - ETA: 18:53 - loss: 584.8202 - logits_profile_predictions_loss: 578.3263 - logcount_predictions_loss: 0.3889 53/2436 [..............................] - ETA: 18:53 - loss: 584.8055 - logits_profile_predictions_loss: 578.3095 - logcount_predictions_loss: 0.3890 54/2436 [..............................] - ETA: 18:53 - loss: 584.7871 - logits_profile_predictions_loss: 578.2881 - logcount_predictions_loss: 0.3892 55/2436 [..............................] - ETA: 18:52 - loss: 584.7541 - logits_profile_predictions_loss: 578.2524 - logcount_predictions_loss: 0.3893 56/2436 [..............................] - ETA: 18:52 - loss: 584.7512 - logits_profile_predictions_loss: 578.2472 - logcount_predictions_loss: 0.3895 57/2436 [..............................] - ETA: 18:52 - loss: 584.7426 - logits_profile_predictions_loss: 578.2368 - logcount_predictions_loss: 0.3896 58/2436 [..............................] - ETA: 18:51 - loss: 584.7224 - logits_profile_predictions_loss: 578.2147 - logcount_predictions_loss: 0.3897 59/2436 [..............................] - ETA: 18:51 - loss: 584.7143 - logits_profile_predictions_loss: 578.2050 - logcount_predictions_loss: 0.3898 60/2436 [..............................] - ETA: 18:51 - loss: 584.7227 - logits_profile_predictions_loss: 578.2122 - logcount_predictions_loss: 0.3899 61/2436 [..............................] - ETA: 18:50 - loss: 584.7125 - logits_profile_predictions_loss: 578.2012 - logcount_predictions_loss: 0.3899 62/2436 [..............................] - ETA: 18:50 - loss: 584.7042 - logits_profile_predictions_loss: 578.1924 - logcount_predictions_loss: 0.3899 63/2436 [..............................] - ETA: 18:50 - loss: 584.6812 - logits_profile_predictions_loss: 578.1677 - logcount_predictions_loss: 0.3900 64/2436 [..............................] - ETA: 18:49 - loss: 584.6369 - logits_profile_predictions_loss: 578.1217 - logcount_predictions_loss: 0.3901 65/2436 [..............................] - ETA: 18:49 - loss: 584.5888 - logits_profile_predictions_loss: 578.0719 - logcount_predictions_loss: 0.3902 66/2436 [..............................] - ETA: 18:48 - loss: 584.5406 - logits_profile_predictions_loss: 578.0225 - logcount_predictions_loss: 0.3903 67/2436 [..............................] - ETA: 18:48 - loss: 584.4945 - logits_profile_predictions_loss: 577.9755 - logcount_predictions_loss: 0.3904 68/2436 [..............................] - ETA: 18:47 - loss: 584.4294 - logits_profile_predictions_loss: 577.9095 - logcount_predictions_loss: 0.3904 69/2436 [..............................] - ETA: 18:47 - loss: 584.3502 - logits_profile_predictions_loss: 577.8296 - logcount_predictions_loss: 0.3905 70/2436 [..............................] - ETA: 18:47 - loss: 584.2734 - logits_profile_predictions_loss: 577.7522 - logcount_predictions_loss: 0.3905 71/2436 [..............................] - ETA: 18:46 - loss: 584.1972 - logits_profile_predictions_loss: 577.6751 - logcount_predictions_loss: 0.3905 72/2436 [..............................] - ETA: 18:46 - loss: 584.1124 - logits_profile_predictions_loss: 577.5897 - logcount_predictions_loss: 0.3906 73/2436 [..............................] - ETA: 18:46 - loss: 584.0134 - logits_profile_predictions_loss: 577.4902 - logcount_predictions_loss: 0.3906 74/2436 [..............................] - ETA: 18:45 - loss: 583.9200 - logits_profile_predictions_loss: 577.3961 - logcount_predictions_loss: 0.3907 75/2436 [..............................] - ETA: 18:45 - loss: 583.8229 - logits_profile_predictions_loss: 577.2984 - logcount_predictions_loss: 0.3907 76/2436 [..............................] - ETA: 18:44 - loss: 583.7267 - logits_profile_predictions_loss: 577.2013 - logcount_predictions_loss: 0.3908 77/2436 [..............................] - ETA: 18:44 - loss: 583.6231 - logits_profile_predictions_loss: 577.0969 - logcount_predictions_loss: 0.3908 78/2436 [..............................] - ETA: 18:44 - loss: 583.5170 - logits_profile_predictions_loss: 576.9902 - logcount_predictions_loss: 0.3908 79/2436 [..............................] - ETA: 18:43 - loss: 583.4252 - logits_profile_predictions_loss: 576.8976 - logcount_predictions_loss: 0.3909 80/2436 [..............................] - ETA: 18:43 - loss: 583.3334 - logits_profile_predictions_loss: 576.8051 - logcount_predictions_loss: 0.3909 81/2436 [..............................] - ETA: 18:42 - loss: 583.2388 - logits_profile_predictions_loss: 576.7099 - logcount_predictions_loss: 0.3910 82/2436 [>.............................] - ETA: 18:42 - loss: 583.1506 - logits_profile_predictions_loss: 576.6208 - logcount_predictions_loss: 0.3910 83/2436 [>.............................] - ETA: 18:41 - loss: 583.0552 - logits_profile_predictions_loss: 576.5249 - logcount_predictions_loss: 0.3910 84/2436 [>.............................] - ETA: 18:41 - loss: 582.9704 - logits_profile_predictions_loss: 576.4396 - logcount_predictions_loss: 0.3911 85/2436 [>.............................] - ETA: 18:40 - loss: 582.9001 - logits_profile_predictions_loss: 576.3692 - logcount_predictions_loss: 0.3911 86/2436 [>.............................] - ETA: 18:40 - loss: 582.8371 - logits_profile_predictions_loss: 576.3060 - logcount_predictions_loss: 0.3911 87/2436 [>.............................] - ETA: 18:39 - loss: 582.7774 - logits_profile_predictions_loss: 576.2465 - logcount_predictions_loss: 0.3911 88/2436 [>.............................] - ETA: 18:39 - loss: 582.7111 - 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[===>..........................] - ETA: 16:29 - loss: 573.1704 - logits_profile_predictions_loss: 566.6177 - logcount_predictions_loss: 0.3924 369/2436 [===>..........................] - ETA: 16:28 - loss: 573.1543 - logits_profile_predictions_loss: 566.6014 - logcount_predictions_loss: 0.3924 370/2436 [===>..........................] - ETA: 16:28 - loss: 573.1393 - logits_profile_predictions_loss: 566.5863 - logcount_predictions_loss: 0.3924 371/2436 [===>..........................] - ETA: 16:27 - loss: 573.1243 - logits_profile_predictions_loss: 566.5711 - logcount_predictions_loss: 0.3924 372/2436 [===>..........................] - ETA: 16:27 - loss: 573.1093 - logits_profile_predictions_loss: 566.5559 - logcount_predictions_loss: 0.3924 373/2436 [===>..........................] - ETA: 16:27 - loss: 573.0941 - logits_profile_predictions_loss: 566.5406 - logcount_predictions_loss: 0.3924 374/2436 [===>..........................] - ETA: 16:26 - loss: 573.0792 - 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[===>..........................] - ETA: 16:17 - loss: 572.8139 - logits_profile_predictions_loss: 566.2581 - logcount_predictions_loss: 0.3926 395/2436 [===>..........................] - ETA: 16:16 - loss: 572.8022 - logits_profile_predictions_loss: 566.2464 - logcount_predictions_loss: 0.3926 396/2436 [===>..........................] - ETA: 16:16 - loss: 572.7904 - logits_profile_predictions_loss: 566.2344 - logcount_predictions_loss: 0.3926 397/2436 [===>..........................] - ETA: 16:15 - loss: 572.7784 - logits_profile_predictions_loss: 566.2224 - logcount_predictions_loss: 0.3926 398/2436 [===>..........................] - ETA: 16:15 - loss: 572.7666 - logits_profile_predictions_loss: 566.2105 - logcount_predictions_loss: 0.3926 399/2436 [===>..........................] - ETA: 16:14 - loss: 572.7546 - logits_profile_predictions_loss: 566.1984 - logcount_predictions_loss: 0.3926 400/2436 [===>..........................] - ETA: 16:14 - loss: 572.7428 - 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[====>.........................] - ETA: 16:10 - loss: 572.6627 - logits_profile_predictions_loss: 566.1059 - logcount_predictions_loss: 0.3926 408/2436 [====>.........................] - ETA: 16:10 - loss: 572.6512 - logits_profile_predictions_loss: 566.0943 - logcount_predictions_loss: 0.3926 409/2436 [====>.........................] - ETA: 16:09 - loss: 572.6400 - logits_profile_predictions_loss: 566.0830 - logcount_predictions_loss: 0.3926 410/2436 [====>.........................] - ETA: 16:09 - loss: 572.6288 - logits_profile_predictions_loss: 566.0716 - logcount_predictions_loss: 0.3927 411/2436 [====>.........................] - ETA: 16:08 - loss: 572.6177 - logits_profile_predictions_loss: 566.0604 - logcount_predictions_loss: 0.3927 412/2436 [====>.........................] - ETA: 16:08 - loss: 572.6066 - logits_profile_predictions_loss: 566.0493 - logcount_predictions_loss: 0.3927 413/2436 [====>.........................] - ETA: 16:08 - loss: 572.5956 - 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[====>.........................] - ETA: 16:04 - loss: 572.5147 - logits_profile_predictions_loss: 565.9566 - logcount_predictions_loss: 0.3927 421/2436 [====>.........................] - ETA: 16:04 - loss: 572.5038 - logits_profile_predictions_loss: 565.9456 - logcount_predictions_loss: 0.3927 422/2436 [====>.........................] - ETA: 16:03 - loss: 572.4922 - logits_profile_predictions_loss: 565.9339 - logcount_predictions_loss: 0.3927 423/2436 [====>.........................] - ETA: 16:03 - loss: 572.4810 - logits_profile_predictions_loss: 565.9226 - logcount_predictions_loss: 0.3927 424/2436 [====>.........................] - ETA: 16:02 - loss: 572.4698 - logits_profile_predictions_loss: 565.9114 - logcount_predictions_loss: 0.3927 425/2436 [====>.........................] - ETA: 16:02 - loss: 572.4580 - logits_profile_predictions_loss: 565.8994 - logcount_predictions_loss: 0.3927 426/2436 [====>.........................] - ETA: 16:01 - loss: 572.4462 - 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[====>.........................] - ETA: 15:58 - loss: 572.3616 - logits_profile_predictions_loss: 565.8024 - logcount_predictions_loss: 0.3928 434/2436 [====>.........................] - ETA: 15:58 - loss: 572.3498 - logits_profile_predictions_loss: 565.7905 - logcount_predictions_loss: 0.3928 435/2436 [====>.........................] - ETA: 15:57 - loss: 572.3381 - logits_profile_predictions_loss: 565.7787 - logcount_predictions_loss: 0.3928 436/2436 [====>.........................] - ETA: 15:57 - loss: 572.3273 - logits_profile_predictions_loss: 565.7678 - logcount_predictions_loss: 0.3928 437/2436 [====>.........................] - ETA: 15:56 - loss: 572.3161 - logits_profile_predictions_loss: 565.7566 - logcount_predictions_loss: 0.3928 438/2436 [====>.........................] - ETA: 15:56 - loss: 572.3049 - logits_profile_predictions_loss: 565.7453 - logcount_predictions_loss: 0.3928 439/2436 [====>.........................] - ETA: 15:55 - loss: 572.2935 - 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logits_profile_predictions_loss: 565.5944 - logcount_predictions_loss: 0.3929 453/2436 [====>.........................] - ETA: 15:48 - loss: 572.1452 - logits_profile_predictions_loss: 565.5845 - logcount_predictions_loss: 0.3929 454/2436 [====>.........................] - ETA: 15:48 - loss: 572.1349 - logits_profile_predictions_loss: 565.5741 - logcount_predictions_loss: 0.3929 455/2436 [====>.........................] - ETA: 15:48 - loss: 572.1249 - logits_profile_predictions_loss: 565.5639 - logcount_predictions_loss: 0.3929 456/2436 [====>.........................] - ETA: 15:47 - loss: 572.1147 - logits_profile_predictions_loss: 565.5536 - logcount_predictions_loss: 0.3929 457/2436 [====>.........................] - ETA: 15:47 - loss: 572.1042 - logits_profile_predictions_loss: 565.5430 - logcount_predictions_loss: 0.3929 458/2436 [====>.........................] - ETA: 15:46 - loss: 572.0937 - logits_profile_predictions_loss: 565.5324 - logcount_predictions_loss: 0.3929 459/2436 [====>.........................] - ETA: 15:46 - loss: 572.0837 - logits_profile_predictions_loss: 565.5222 - logcount_predictions_loss: 0.3929 460/2436 [====>.........................] - ETA: 15:45 - loss: 572.0739 - logits_profile_predictions_loss: 565.5123 - logcount_predictions_loss: 0.3929 461/2436 [====>.........................] - ETA: 15:45 - loss: 572.0642 - logits_profile_predictions_loss: 565.5025 - logcount_predictions_loss: 0.3929 462/2436 [====>.........................] - ETA: 15:44 - loss: 572.0546 - logits_profile_predictions_loss: 565.4927 - logcount_predictions_loss: 0.3929 463/2436 [====>.........................] - ETA: 15:44 - loss: 572.0447 - logits_profile_predictions_loss: 565.4827 - logcount_predictions_loss: 0.3929 464/2436 [====>.........................] - ETA: 15:43 - loss: 572.0350 - logits_profile_predictions_loss: 565.4729 - logcount_predictions_loss: 0.3930 465/2436 [====>.........................] - ETA: 15:43 - loss: 572.0257 - logits_profile_predictions_loss: 565.4635 - logcount_predictions_loss: 0.3930 466/2436 [====>.........................] - ETA: 15:42 - loss: 572.0165 - logits_profile_predictions_loss: 565.4542 - logcount_predictions_loss: 0.3930 467/2436 [====>.........................] - ETA: 15:42 - loss: 572.0073 - logits_profile_predictions_loss: 565.4449 - logcount_predictions_loss: 0.3930 468/2436 [====>.........................] - ETA: 15:41 - loss: 571.9979 - logits_profile_predictions_loss: 565.4354 - logcount_predictions_loss: 0.3930 469/2436 [====>.........................] - ETA: 15:41 - loss: 571.9882 - logits_profile_predictions_loss: 565.4256 - logcount_predictions_loss: 0.3930 470/2436 [====>.........................] - ETA: 15:40 - loss: 571.9787 - logits_profile_predictions_loss: 565.4160 - logcount_predictions_loss: 0.3930 471/2436 [====>.........................] - ETA: 15:40 - loss: 571.9689 - logits_profile_predictions_loss: 565.4061 - logcount_predictions_loss: 0.3930 472/2436 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logits_profile_predictions_loss: 565.3391 - logcount_predictions_loss: 0.3930 479/2436 [====>.........................] - ETA: 15:36 - loss: 571.8928 - logits_profile_predictions_loss: 565.3291 - logcount_predictions_loss: 0.3930 480/2436 [====>.........................] - ETA: 15:36 - loss: 571.8832 - logits_profile_predictions_loss: 565.3193 - logcount_predictions_loss: 0.3931 481/2436 [====>.........................] - ETA: 15:35 - loss: 571.8739 - logits_profile_predictions_loss: 565.3099 - logcount_predictions_loss: 0.3931 482/2436 [====>.........................] - ETA: 15:35 - loss: 571.8642 - logits_profile_predictions_loss: 565.3001 - logcount_predictions_loss: 0.3931 483/2436 [====>.........................] - ETA: 15:34 - loss: 571.8546 - logits_profile_predictions_loss: 565.2903 - logcount_predictions_loss: 0.3931 484/2436 [====>.........................] - ETA: 15:34 - loss: 571.8449 - logits_profile_predictions_loss: 565.2805 - logcount_predictions_loss: 0.3931 485/2436 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loss: 568.9135 - logits_profile_predictions_loss: 562.2966 - logcount_predictions_loss: 0.3962 2436/2436 [==============================] - ETA: 0s - loss: 568.9137 - logits_profile_predictions_loss: 562.2968 - logcount_predictions_loss: 0.3962 2436/2436 [==============================] - 1206s 495ms/step - loss: 568.9139 - logits_profile_predictions_loss: 562.2969 - logcount_predictions_loss: 0.3962 - val_loss: 565.7156 - val_logits_profile_predictions_loss: 558.6320 - val_logcount_predictions_loss: 0.4242 Epoch 00009: val_loss did not improve from 562.39838 Epoch 10/50 1/2436 [..............................] - ETA: 21:03 - loss: 548.4153 - logits_profile_predictions_loss: 543.5051 - logcount_predictions_loss: 0.2940 2/2436 [..............................] - ETA: 19:03 - loss: 556.9355 - logits_profile_predictions_loss: 551.6885 - logcount_predictions_loss: 0.3142 3/2436 [..............................] - ETA: 19:06 - loss: 556.6738 - logits_profile_predictions_loss: 551.0690 - logcount_predictions_loss: 0.3356 4/2436 [..............................] - ETA: 19:06 - loss: 561.0335 - logits_profile_predictions_loss: 555.3544 - logcount_predictions_loss: 0.3401 5/2436 [..............................] - ETA: 19:09 - loss: 563.6463 - logits_profile_predictions_loss: 557.9117 - logcount_predictions_loss: 0.3434 6/2436 [..............................] - ETA: 19:11 - loss: 565.0662 - logits_profile_predictions_loss: 559.2991 - logcount_predictions_loss: 0.3453 7/2436 [..............................] - ETA: 19:09 - loss: 565.7774 - logits_profile_predictions_loss: 559.9972 - logcount_predictions_loss: 0.3461 8/2436 [..............................] - ETA: 19:10 - loss: 565.9474 - logits_profile_predictions_loss: 560.1638 - logcount_predictions_loss: 0.3463 9/2436 [..............................] - ETA: 19:09 - loss: 564.9134 - logits_profile_predictions_loss: 559.1415 - logcount_predictions_loss: 0.3456 10/2436 [..............................] - ETA: 19:11 - loss: 563.7252 - logits_profile_predictions_loss: 557.9685 - logcount_predictions_loss: 0.3447 11/2436 [..............................] - ETA: 19:10 - loss: 563.1335 - logits_profile_predictions_loss: 557.3983 - logcount_predictions_loss: 0.3434 12/2436 [..............................] - ETA: 19:09 - loss: 562.6792 - logits_profile_predictions_loss: 556.9652 - logcount_predictions_loss: 0.3422 13/2436 [..............................] - ETA: 19:09 - loss: 562.6711 - logits_profile_predictions_loss: 556.9715 - logcount_predictions_loss: 0.3413 14/2436 [..............................] - ETA: 19:09 - loss: 562.7960 - logits_profile_predictions_loss: 557.1133 - logcount_predictions_loss: 0.3403 15/2436 [..............................] - ETA: 19:08 - loss: 562.8233 - logits_profile_predictions_loss: 557.1470 - logcount_predictions_loss: 0.3399 16/2436 [..............................] - ETA: 19:07 - loss: 562.9652 - logits_profile_predictions_loss: 557.2882 - logcount_predictions_loss: 0.3399 17/2436 [..............................] - ETA: 19:06 - loss: 562.9255 - logits_profile_predictions_loss: 557.2407 - logcount_predictions_loss: 0.3404 18/2436 [..............................] - ETA: 19:06 - loss: 563.1919 - logits_profile_predictions_loss: 557.4950 - logcount_predictions_loss: 0.3411 19/2436 [..............................] - ETA: 19:06 - loss: 563.2132 - logits_profile_predictions_loss: 557.5028 - logcount_predictions_loss: 0.3419 20/2436 [..............................] - ETA: 19:06 - loss: 563.3864 - logits_profile_predictions_loss: 557.6648 - logcount_predictions_loss: 0.3426 21/2436 [..............................] - ETA: 19:05 - loss: 563.4267 - logits_profile_predictions_loss: 557.6953 - logcount_predictions_loss: 0.3432 22/2436 [..............................] - ETA: 19:04 - loss: 563.7101 - logits_profile_predictions_loss: 557.9735 - logcount_predictions_loss: 0.3435 23/2436 [..............................] - ETA: 19:04 - loss: 563.9007 - logits_profile_predictions_loss: 558.1603 - logcount_predictions_loss: 0.3437 24/2436 [..............................] - ETA: 19:03 - loss: 564.1521 - logits_profile_predictions_loss: 558.4094 - logcount_predictions_loss: 0.3439 25/2436 [..............................] - ETA: 19:02 - loss: 564.3536 - logits_profile_predictions_loss: 558.6085 - logcount_predictions_loss: 0.3440 26/2436 [..............................] - ETA: 19:02 - loss: 564.4701 - logits_profile_predictions_loss: 558.7202 - logcount_predictions_loss: 0.3443 27/2436 [..............................] - ETA: 19:02 - loss: 564.4599 - logits_profile_predictions_loss: 558.7066 - logcount_predictions_loss: 0.3445 28/2436 [..............................] - ETA: 19:01 - loss: 564.4146 - logits_profile_predictions_loss: 558.6575 - logcount_predictions_loss: 0.3447 29/2436 [..............................] - ETA: 19:01 - loss: 564.4185 - logits_profile_predictions_loss: 558.6597 - logcount_predictions_loss: 0.3448 30/2436 [..............................] - ETA: 19:00 - loss: 564.4872 - logits_profile_predictions_loss: 558.7254 - logcount_predictions_loss: 0.3450 31/2436 [..............................] - ETA: 19:00 - loss: 564.5557 - logits_profile_predictions_loss: 558.7882 - logcount_predictions_loss: 0.3454 32/2436 [..............................] - ETA: 19:00 - loss: 564.6218 - logits_profile_predictions_loss: 558.8489 - logcount_predictions_loss: 0.3457 33/2436 [..............................] - ETA: 18:59 - loss: 564.7811 - logits_profile_predictions_loss: 559.0030 - logcount_predictions_loss: 0.3460 34/2436 [..............................] - ETA: 18:59 - loss: 564.9662 - logits_profile_predictions_loss: 559.1829 - logcount_predictions_loss: 0.3463 35/2436 [..............................] - ETA: 18:59 - loss: 565.1257 - logits_profile_predictions_loss: 559.3346 - logcount_predictions_loss: 0.3468 36/2436 [..............................] - ETA: 18:58 - loss: 565.2938 - logits_profile_predictions_loss: 559.4940 - logcount_predictions_loss: 0.3473 37/2436 [..............................] - ETA: 18:58 - loss: 565.5414 - logits_profile_predictions_loss: 559.7328 - logcount_predictions_loss: 0.3478 38/2436 [..............................] - ETA: 18:57 - loss: 565.7429 - logits_profile_predictions_loss: 559.9273 - logcount_predictions_loss: 0.3482 39/2436 [..............................] - ETA: 18:57 - loss: 565.9442 - logits_profile_predictions_loss: 560.1224 - logcount_predictions_loss: 0.3486 40/2436 [..............................] - ETA: 18:56 - loss: 566.1794 - logits_profile_predictions_loss: 560.3523 - logcount_predictions_loss: 0.3489 41/2436 [..............................] - ETA: 18:56 - loss: 566.3331 - logits_profile_predictions_loss: 560.5018 - logcount_predictions_loss: 0.3492 42/2436 [..............................] - ETA: 18:56 - loss: 566.4873 - logits_profile_predictions_loss: 560.6513 - logcount_predictions_loss: 0.3495 43/2436 [..............................] - ETA: 18:56 - loss: 566.6428 - logits_profile_predictions_loss: 560.8007 - logcount_predictions_loss: 0.3498 44/2436 [..............................] - ETA: 18:55 - loss: 566.8231 - logits_profile_predictions_loss: 560.9755 - logcount_predictions_loss: 0.3502 45/2436 [..............................] - ETA: 18:55 - loss: 566.9644 - logits_profile_predictions_loss: 561.1115 - logcount_predictions_loss: 0.3505 46/2436 [..............................] - ETA: 18:54 - loss: 567.0813 - logits_profile_predictions_loss: 561.2221 - logcount_predictions_loss: 0.3508 47/2436 [..............................] - ETA: 18:54 - loss: 567.1583 - logits_profile_predictions_loss: 561.2909 - logcount_predictions_loss: 0.3513 48/2436 [..............................] - ETA: 18:54 - loss: 567.2703 - logits_profile_predictions_loss: 561.3953 - logcount_predictions_loss: 0.3518 49/2436 [..............................] - ETA: 18:53 - loss: 567.3827 - logits_profile_predictions_loss: 561.5011 - logcount_predictions_loss: 0.3522 50/2436 [..............................] - ETA: 18:53 - loss: 567.4676 - logits_profile_predictions_loss: 561.5799 - logcount_predictions_loss: 0.3526 51/2436 [..............................] - ETA: 18:52 - loss: 567.5304 - logits_profile_predictions_loss: 561.6360 - logcount_predictions_loss: 0.3530 52/2436 [..............................] - ETA: 18:52 - loss: 567.5798 - logits_profile_predictions_loss: 561.6794 - logcount_predictions_loss: 0.3533 53/2436 [..............................] - ETA: 18:52 - loss: 567.6461 - logits_profile_predictions_loss: 561.7403 - logcount_predictions_loss: 0.3536 54/2436 [..............................] - ETA: 18:51 - loss: 567.6892 - logits_profile_predictions_loss: 561.7782 - logcount_predictions_loss: 0.3540 55/2436 [..............................] - ETA: 18:51 - loss: 567.7524 - logits_profile_predictions_loss: 561.8366 - logcount_predictions_loss: 0.3542 56/2436 [..............................] - ETA: 18:51 - loss: 567.8097 - logits_profile_predictions_loss: 561.8893 - logcount_predictions_loss: 0.3545 57/2436 [..............................] - ETA: 18:50 - loss: 567.8404 - logits_profile_predictions_loss: 561.9157 - logcount_predictions_loss: 0.3548 58/2436 [..............................] - ETA: 18:50 - loss: 567.8625 - logits_profile_predictions_loss: 561.9324 - logcount_predictions_loss: 0.3551 59/2436 [..............................] - ETA: 18:49 - loss: 567.8966 - logits_profile_predictions_loss: 561.9616 - logcount_predictions_loss: 0.3554 60/2436 [..............................] - ETA: 18:49 - loss: 567.9340 - logits_profile_predictions_loss: 561.9944 - logcount_predictions_loss: 0.3557 61/2436 [..............................] - ETA: 18:49 - loss: 567.9715 - logits_profile_predictions_loss: 562.0275 - logcount_predictions_loss: 0.3559 62/2436 [..............................] - ETA: 18:48 - loss: 568.0062 - logits_profile_predictions_loss: 562.0575 - logcount_predictions_loss: 0.3562 63/2436 [..............................] - ETA: 18:48 - loss: 568.0605 - logits_profile_predictions_loss: 562.1076 - logcount_predictions_loss: 0.3565 64/2436 [..............................] - ETA: 18:48 - loss: 568.1067 - logits_profile_predictions_loss: 562.1492 - logcount_predictions_loss: 0.3567 65/2436 [..............................] - ETA: 18:47 - loss: 568.1436 - logits_profile_predictions_loss: 562.1816 - logcount_predictions_loss: 0.3570 66/2436 [..............................] - ETA: 18:47 - loss: 568.1884 - logits_profile_predictions_loss: 562.2222 - logcount_predictions_loss: 0.3573 67/2436 [..............................] - ETA: 18:47 - loss: 568.2310 - logits_profile_predictions_loss: 562.2607 - logcount_predictions_loss: 0.3575 68/2436 [..............................] - ETA: 18:46 - loss: 568.2708 - logits_profile_predictions_loss: 562.2959 - logcount_predictions_loss: 0.3578 69/2436 [..............................] - ETA: 18:46 - loss: 568.3357 - logits_profile_predictions_loss: 562.3564 - logcount_predictions_loss: 0.3580 70/2436 [..............................] - ETA: 18:46 - loss: 568.3916 - logits_profile_predictions_loss: 562.4078 - logcount_predictions_loss: 0.3583 71/2436 [..............................] - ETA: 18:45 - loss: 568.4268 - logits_profile_predictions_loss: 562.4391 - logcount_predictions_loss: 0.3585 72/2436 [..............................] - ETA: 18:45 - loss: 568.4469 - logits_profile_predictions_loss: 562.4552 - logcount_predictions_loss: 0.3588 73/2436 [..............................] - ETA: 18:44 - loss: 568.4624 - logits_profile_predictions_loss: 562.4664 - logcount_predictions_loss: 0.3590 74/2436 [..............................] - ETA: 18:44 - loss: 568.4779 - logits_profile_predictions_loss: 562.4780 - logcount_predictions_loss: 0.3593 75/2436 [..............................] - ETA: 18:43 - loss: 568.4827 - logits_profile_predictions_loss: 562.4789 - logcount_predictions_loss: 0.3595 76/2436 [..............................] - ETA: 18:43 - loss: 568.4861 - logits_profile_predictions_loss: 562.4786 - logcount_predictions_loss: 0.3597 77/2436 [..............................] - ETA: 18:42 - loss: 568.4801 - logits_profile_predictions_loss: 562.4692 - logcount_predictions_loss: 0.3599 78/2436 [..............................] - ETA: 18:42 - loss: 568.4710 - logits_profile_predictions_loss: 562.4569 - logcount_predictions_loss: 0.3601 79/2436 [..............................] - ETA: 18:42 - loss: 568.4729 - logits_profile_predictions_loss: 562.4556 - logcount_predictions_loss: 0.3603 80/2436 [..............................] - ETA: 18:41 - loss: 568.4789 - logits_profile_predictions_loss: 562.4584 - logcount_predictions_loss: 0.3605 81/2436 [..............................] - ETA: 18:41 - loss: 568.4762 - logits_profile_predictions_loss: 562.4528 - logcount_predictions_loss: 0.3607 82/2436 [>.............................] - ETA: 18:40 - loss: 568.4658 - logits_profile_predictions_loss: 562.4395 - logcount_predictions_loss: 0.3609 83/2436 [>.............................] - ETA: 18:40 - loss: 568.4614 - logits_profile_predictions_loss: 562.4320 - logcount_predictions_loss: 0.3610 84/2436 [>.............................] - ETA: 18:39 - loss: 568.4593 - logits_profile_predictions_loss: 562.4270 - logcount_predictions_loss: 0.3612 85/2436 [>.............................] - ETA: 18:39 - loss: 568.4509 - logits_profile_predictions_loss: 562.4158 - logcount_predictions_loss: 0.3614 86/2436 [>.............................] - ETA: 18:39 - loss: 568.4511 - logits_profile_predictions_loss: 562.4131 - logcount_predictions_loss: 0.3616 87/2436 [>.............................] - ETA: 18:38 - loss: 568.4487 - logits_profile_predictions_loss: 562.4073 - logcount_predictions_loss: 0.3618 88/2436 [>.............................] - ETA: 18:38 - loss: 568.4328 - logits_profile_predictions_loss: 562.3882 - logcount_predictions_loss: 0.3620 89/2436 [>.............................] - ETA: 18:37 - loss: 568.3993 - logits_profile_predictions_loss: 562.3515 - logcount_predictions_loss: 0.3621 90/2436 [>.............................] - ETA: 18:37 - loss: 568.3730 - logits_profile_predictions_loss: 562.3222 - logcount_predictions_loss: 0.3623 91/2436 [>.............................] - ETA: 18:36 - loss: 568.3635 - logits_profile_predictions_loss: 562.3097 - logcount_predictions_loss: 0.3625 92/2436 [>.............................] - ETA: 18:36 - loss: 568.3497 - logits_profile_predictions_loss: 562.2930 - logcount_predictions_loss: 0.3627 93/2436 [>.............................] - ETA: 18:35 - loss: 568.3382 - logits_profile_predictions_loss: 562.2787 - logcount_predictions_loss: 0.3628 94/2436 [>.............................] - ETA: 18:35 - loss: 568.3286 - logits_profile_predictions_loss: 562.2661 - logcount_predictions_loss: 0.3630 95/2436 [>.............................] - ETA: 18:35 - loss: 568.3287 - logits_profile_predictions_loss: 562.2633 - logcount_predictions_loss: 0.3632 96/2436 [>.............................] - ETA: 18:34 - loss: 568.3249 - logits_profile_predictions_loss: 562.2568 - logcount_predictions_loss: 0.3634 97/2436 [>.............................] - ETA: 18:34 - loss: 568.3165 - logits_profile_predictions_loss: 562.2458 - logcount_predictions_loss: 0.3635 98/2436 [>.............................] - ETA: 18:33 - loss: 568.3127 - logits_profile_predictions_loss: 562.2397 - logcount_predictions_loss: 0.3637 99/2436 [>.............................] - ETA: 18:33 - loss: 568.3042 - logits_profile_predictions_loss: 562.2287 - logcount_predictions_loss: 0.3638 100/2436 [>.............................] - ETA: 18:32 - loss: 568.3034 - logits_profile_predictions_loss: 562.2256 - logcount_predictions_loss: 0.3639 101/2436 [>.............................] - ETA: 18:32 - loss: 568.3121 - logits_profile_predictions_loss: 562.2321 - logcount_predictions_loss: 0.3641 102/2436 [>.............................] - ETA: 18:31 - loss: 568.3174 - logits_profile_predictions_loss: 562.2354 - logcount_predictions_loss: 0.3642 103/2436 [>.............................] - ETA: 18:31 - loss: 568.3274 - logits_profile_predictions_loss: 562.2435 - logcount_predictions_loss: 0.3643 104/2436 [>.............................] - ETA: 18:30 - loss: 568.3407 - logits_profile_predictions_loss: 562.2550 - logcount_predictions_loss: 0.3644 105/2436 [>.............................] - ETA: 18:30 - loss: 568.3578 - logits_profile_predictions_loss: 562.2704 - logcount_predictions_loss: 0.3645 106/2436 [>.............................] - ETA: 18:30 - loss: 568.3695 - logits_profile_predictions_loss: 562.2803 - logcount_predictions_loss: 0.3646 107/2436 [>.............................] - ETA: 18:29 - loss: 568.3860 - logits_profile_predictions_loss: 562.2952 - logcount_predictions_loss: 0.3647 108/2436 [>.............................] - ETA: 18:29 - loss: 568.4012 - logits_profile_predictions_loss: 562.3088 - logcount_predictions_loss: 0.3648 109/2436 [>.............................] - ETA: 18:28 - loss: 568.4337 - logits_profile_predictions_loss: 562.3399 - logcount_predictions_loss: 0.3649 110/2436 [>.............................] - ETA: 18:28 - loss: 568.4614 - logits_profile_predictions_loss: 562.3662 - logcount_predictions_loss: 0.3650 111/2436 [>.............................] - ETA: 18:27 - loss: 568.4867 - logits_profile_predictions_loss: 562.3902 - logcount_predictions_loss: 0.3651 112/2436 [>.............................] - ETA: 18:27 - loss: 568.5097 - logits_profile_predictions_loss: 562.4120 - logcount_predictions_loss: 0.3651 113/2436 [>.............................] - ETA: 18:26 - loss: 568.5328 - logits_profile_predictions_loss: 562.4337 - logcount_predictions_loss: 0.3652 114/2436 [>.............................] - ETA: 18:26 - loss: 568.5624 - logits_profile_predictions_loss: 562.4620 - logcount_predictions_loss: 0.3653 115/2436 [>.............................] - ETA: 18:26 - loss: 568.5947 - logits_profile_predictions_loss: 562.4929 - logcount_predictions_loss: 0.3654 116/2436 [>.............................] - ETA: 18:25 - loss: 568.6325 - logits_profile_predictions_loss: 562.5294 - logcount_predictions_loss: 0.3655 117/2436 [>.............................] - ETA: 18:25 - loss: 568.6622 - logits_profile_predictions_loss: 562.5578 - logcount_predictions_loss: 0.3655 118/2436 [>.............................] - ETA: 18:24 - loss: 568.6922 - logits_profile_predictions_loss: 562.5866 - logcount_predictions_loss: 0.3656 119/2436 [>.............................] - ETA: 18:24 - loss: 568.7156 - logits_profile_predictions_loss: 562.6090 - logcount_predictions_loss: 0.3657 120/2436 [>.............................] - ETA: 18:23 - loss: 568.7458 - logits_profile_predictions_loss: 562.6381 - logcount_predictions_loss: 0.3657 121/2436 [>.............................] - ETA: 18:23 - loss: 568.7780 - logits_profile_predictions_loss: 562.6693 - logcount_predictions_loss: 0.3658 122/2436 [>.............................] - ETA: 18:23 - loss: 568.8123 - logits_profile_predictions_loss: 562.7028 - logcount_predictions_loss: 0.3658 123/2436 [>.............................] - ETA: 18:22 - loss: 568.8447 - logits_profile_predictions_loss: 562.7343 - logcount_predictions_loss: 0.3659 124/2436 [>.............................] - ETA: 18:22 - loss: 568.8803 - logits_profile_predictions_loss: 562.7692 - logcount_predictions_loss: 0.3659 125/2436 [>.............................] - ETA: 18:21 - loss: 568.9077 - logits_profile_predictions_loss: 562.7958 - logcount_predictions_loss: 0.3660 126/2436 [>.............................] - ETA: 18:21 - loss: 568.9333 - logits_profile_predictions_loss: 562.8206 - logcount_predictions_loss: 0.3660 127/2436 [>.............................] - ETA: 18:20 - loss: 568.9569 - logits_profile_predictions_loss: 562.8437 - logcount_predictions_loss: 0.3661 128/2436 [>.............................] - ETA: 18:20 - loss: 568.9773 - logits_profile_predictions_loss: 562.8635 - logcount_predictions_loss: 0.3661 129/2436 [>.............................] - ETA: 18:19 - loss: 568.9986 - logits_profile_predictions_loss: 562.8842 - logcount_predictions_loss: 0.3661 130/2436 [>.............................] - ETA: 18:19 - loss: 569.0207 - logits_profile_predictions_loss: 562.9057 - logcount_predictions_loss: 0.3662 131/2436 [>.............................] - ETA: 18:19 - loss: 569.0407 - logits_profile_predictions_loss: 562.9251 - logcount_predictions_loss: 0.3662 132/2436 [>.............................] - ETA: 18:18 - loss: 569.0605 - logits_profile_predictions_loss: 562.9443 - logcount_predictions_loss: 0.3662 133/2436 [>.............................] - ETA: 18:18 - loss: 569.0772 - logits_profile_predictions_loss: 562.9606 - logcount_predictions_loss: 0.3663 134/2436 [>.............................] - ETA: 18:17 - loss: 569.0960 - logits_profile_predictions_loss: 562.9785 - logcount_predictions_loss: 0.3663 135/2436 [>.............................] - ETA: 18:17 - loss: 569.1162 - logits_profile_predictions_loss: 562.9978 - logcount_predictions_loss: 0.3664 136/2436 [>.............................] - ETA: 18:16 - loss: 569.1366 - logits_profile_predictions_loss: 563.0170 - logcount_predictions_loss: 0.3664 137/2436 [>.............................] - ETA: 18:16 - loss: 569.1592 - logits_profile_predictions_loss: 563.0383 - logcount_predictions_loss: 0.3665 138/2436 [>.............................] - ETA: 18:15 - loss: 569.1746 - logits_profile_predictions_loss: 563.0526 - logcount_predictions_loss: 0.3666 139/2436 [>.............................] - ETA: 18:15 - loss: 569.1890 - logits_profile_predictions_loss: 563.0657 - logcount_predictions_loss: 0.3667 140/2436 [>.............................] - ETA: 18:14 - loss: 569.2033 - 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[============================>.] - ETA: 25s - loss: 567.2916 - logits_profile_predictions_loss: 560.8833 - logcount_predictions_loss: 0.3837 2384/2436 [============================>.] - ETA: 24s - loss: 567.2915 - logits_profile_predictions_loss: 560.8833 - logcount_predictions_loss: 0.3837 2385/2436 [============================>.] - ETA: 24s - loss: 567.2915 - logits_profile_predictions_loss: 560.8832 - logcount_predictions_loss: 0.3837 2386/2436 [============================>.] - ETA: 23s - loss: 567.2914 - logits_profile_predictions_loss: 560.8832 - logcount_predictions_loss: 0.3837 2387/2436 [============================>.] - ETA: 23s - loss: 567.2914 - logits_profile_predictions_loss: 560.8831 - logcount_predictions_loss: 0.3837 2388/2436 [============================>.] - ETA: 22s - loss: 567.2914 - logits_profile_predictions_loss: 560.8831 - logcount_predictions_loss: 0.3837 2389/2436 [============================>.] - ETA: 22s - loss: 567.2914 - 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[============================>.] - ETA: 19s - loss: 567.2911 - logits_profile_predictions_loss: 560.8827 - logcount_predictions_loss: 0.3837 2397/2436 [============================>.] - ETA: 18s - loss: 567.2910 - logits_profile_predictions_loss: 560.8827 - logcount_predictions_loss: 0.3837 2398/2436 [============================>.] - ETA: 18s - loss: 567.2910 - logits_profile_predictions_loss: 560.8826 - logcount_predictions_loss: 0.3837 2399/2436 [============================>.] - ETA: 17s - loss: 567.2910 - logits_profile_predictions_loss: 560.8826 - logcount_predictions_loss: 0.3837 2400/2436 [============================>.] - ETA: 17s - loss: 567.2909 - logits_profile_predictions_loss: 560.8825 - logcount_predictions_loss: 0.3837 2401/2436 [============================>.] - ETA: 16s - loss: 567.2909 - logits_profile_predictions_loss: 560.8825 - logcount_predictions_loss: 0.3837 2402/2436 [============================>.] - ETA: 16s - loss: 567.2909 - 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[============================>.] - ETA: 12s - loss: 567.2908 - logits_profile_predictions_loss: 560.8823 - logcount_predictions_loss: 0.3837 2410/2436 [============================>.] - ETA: 12s - loss: 567.2908 - logits_profile_predictions_loss: 560.8823 - logcount_predictions_loss: 0.3837 2411/2436 [============================>.] - ETA: 11s - loss: 567.2907 - logits_profile_predictions_loss: 560.8822 - logcount_predictions_loss: 0.3837 2412/2436 [============================>.] - ETA: 11s - loss: 567.2907 - logits_profile_predictions_loss: 560.8822 - logcount_predictions_loss: 0.3837 2413/2436 [============================>.] - ETA: 11s - loss: 567.2907 - logits_profile_predictions_loss: 560.8821 - logcount_predictions_loss: 0.3837 2414/2436 [============================>.] - ETA: 10s - loss: 567.2906 - logits_profile_predictions_loss: 560.8820 - logcount_predictions_loss: 0.3837 2415/2436 [============================>.] - ETA: 10s - loss: 567.2905 - 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[============================>.] - ETA: 6s - loss: 567.2902 - logits_profile_predictions_loss: 560.8815 - logcount_predictions_loss: 0.3837 2423/2436 [============================>.] - ETA: 6s - loss: 567.2901 - logits_profile_predictions_loss: 560.8814 - logcount_predictions_loss: 0.3837 2424/2436 [============================>.] - ETA: 5s - loss: 567.2901 - logits_profile_predictions_loss: 560.8814 - logcount_predictions_loss: 0.3837 2425/2436 [============================>.] - ETA: 5s - loss: 567.2901 - logits_profile_predictions_loss: 560.8814 - logcount_predictions_loss: 0.3837 2426/2436 [============================>.] - ETA: 4s - loss: 567.2900 - logits_profile_predictions_loss: 560.8813 - logcount_predictions_loss: 0.3838 2427/2436 [============================>.] - ETA: 4s - loss: 567.2900 - logits_profile_predictions_loss: 560.8813 - logcount_predictions_loss: 0.3838 2428/2436 [============================>.] - ETA: 3s - loss: 567.2900 - logits_profile_predictions_loss: 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loss: 567.2900 - logits_profile_predictions_loss: 560.8812 - logcount_predictions_loss: 0.3838 2436/2436 [==============================] - ETA: 0s - loss: 567.2900 - logits_profile_predictions_loss: 560.8812 - logcount_predictions_loss: 0.3838 2436/2436 [==============================] - 1206s 495ms/step - loss: 567.2900 - logits_profile_predictions_loss: 560.8812 - logcount_predictions_loss: 0.3838 - val_loss: 563.0184 - val_logits_profile_predictions_loss: 556.2226 - val_logcount_predictions_loss: 0.4069 Epoch 00010: val_loss did not improve from 562.39838 Epoch 11/50 1/2436 [..............................] - ETA: 20:43 - loss: 543.4064 - logits_profile_predictions_loss: 536.5208 - logcount_predictions_loss: 0.4123 2/2436 [..............................] - ETA: 19:21 - loss: 546.9852 - logits_profile_predictions_loss: 539.9009 - logcount_predictions_loss: 0.4242 3/2436 [..............................] - ETA: 19:12 - loss: 559.0872 - logits_profile_predictions_loss: 552.2457 - logcount_predictions_loss: 0.4097 4/2436 [..............................] - ETA: 19:10 - loss: 562.2071 - logits_profile_predictions_loss: 555.6416 - logcount_predictions_loss: 0.3931 5/2436 [..............................] - ETA: 19:13 - loss: 561.2562 - logits_profile_predictions_loss: 554.8801 - logcount_predictions_loss: 0.3818 6/2436 [..............................] - ETA: 19:15 - loss: 559.5280 - logits_profile_predictions_loss: 553.2913 - logcount_predictions_loss: 0.3735 7/2436 [..............................] - ETA: 19:14 - loss: 556.9176 - logits_profile_predictions_loss: 550.7050 - logcount_predictions_loss: 0.3720 8/2436 [..............................] - ETA: 19:12 - loss: 554.3952 - logits_profile_predictions_loss: 548.2233 - logcount_predictions_loss: 0.3696 9/2436 [..............................] - ETA: 19:11 - loss: 551.5739 - logits_profile_predictions_loss: 545.4167 - logcount_predictions_loss: 0.3687 10/2436 [..............................] - ETA: 19:12 - loss: 548.5135 - logits_profile_predictions_loss: 542.3847 - logcount_predictions_loss: 0.3670 11/2436 [..............................] - ETA: 19:11 - loss: 546.5622 - logits_profile_predictions_loss: 540.4430 - logcount_predictions_loss: 0.3664 12/2436 [..............................] - ETA: 19:10 - loss: 545.1074 - logits_profile_predictions_loss: 539.0014 - logcount_predictions_loss: 0.3656 13/2436 [..............................] - ETA: 19:09 - loss: 543.7647 - logits_profile_predictions_loss: 537.6696 - logcount_predictions_loss: 0.3650 14/2436 [..............................] - ETA: 19:08 - loss: 543.0632 - logits_profile_predictions_loss: 536.9688 - logcount_predictions_loss: 0.3649 15/2436 [..............................] - ETA: 19:08 - loss: 542.5952 - logits_profile_predictions_loss: 536.5021 - logcount_predictions_loss: 0.3649 16/2436 [..............................] - ETA: 19:07 - loss: 542.7677 - logits_profile_predictions_loss: 536.6736 - logcount_predictions_loss: 0.3649 17/2436 [..............................] - ETA: 19:07 - loss: 542.8673 - logits_profile_predictions_loss: 536.7619 - logcount_predictions_loss: 0.3656 18/2436 [..............................] - ETA: 19:06 - loss: 542.9922 - logits_profile_predictions_loss: 536.8738 - logcount_predictions_loss: 0.3664 19/2436 [..............................] - ETA: 19:06 - loss: 543.3395 - logits_profile_predictions_loss: 537.2095 - logcount_predictions_loss: 0.3671 20/2436 [..............................] - ETA: 19:07 - loss: 543.5067 - logits_profile_predictions_loss: 537.3668 - logcount_predictions_loss: 0.3677 21/2436 [..............................] - ETA: 19:07 - loss: 543.6562 - logits_profile_predictions_loss: 537.5084 - logcount_predictions_loss: 0.3681 22/2436 [..............................] - ETA: 19:06 - loss: 543.8794 - logits_profile_predictions_loss: 537.7293 - logcount_predictions_loss: 0.3683 23/2436 [..............................] - ETA: 19:06 - loss: 544.0668 - logits_profile_predictions_loss: 537.9084 - logcount_predictions_loss: 0.3688 24/2436 [..............................] - ETA: 19:05 - loss: 544.2255 - logits_profile_predictions_loss: 538.0615 - logcount_predictions_loss: 0.3691 25/2436 [..............................] - ETA: 19:05 - loss: 544.3516 - logits_profile_predictions_loss: 538.1733 - logcount_predictions_loss: 0.3700 26/2436 [..............................] - ETA: 19:05 - loss: 544.3316 - logits_profile_predictions_loss: 538.1367 - logcount_predictions_loss: 0.3710 27/2436 [..............................] - ETA: 19:04 - loss: 544.2941 - logits_profile_predictions_loss: 538.0860 - logcount_predictions_loss: 0.3717 28/2436 [..............................] - ETA: 19:04 - loss: 544.2281 - logits_profile_predictions_loss: 538.0088 - logcount_predictions_loss: 0.3724 29/2436 [..............................] - ETA: 19:03 - loss: 544.0627 - logits_profile_predictions_loss: 537.8330 - logcount_predictions_loss: 0.3730 30/2436 [..............................] - ETA: 19:03 - loss: 543.9760 - logits_profile_predictions_loss: 537.7375 - logcount_predictions_loss: 0.3736 31/2436 [..............................] - ETA: 19:02 - loss: 543.9606 - logits_profile_predictions_loss: 537.7136 - logcount_predictions_loss: 0.3741 32/2436 [..............................] - ETA: 19:02 - loss: 543.9405 - logits_profile_predictions_loss: 537.6879 - logcount_predictions_loss: 0.3744 33/2436 [..............................] - ETA: 19:01 - loss: 543.9789 - logits_profile_predictions_loss: 537.7218 - logcount_predictions_loss: 0.3747 34/2436 [..............................] - ETA: 19:00 - loss: 544.0380 - logits_profile_predictions_loss: 537.7793 - logcount_predictions_loss: 0.3748 35/2436 [..............................] - ETA: 19:00 - loss: 544.1182 - logits_profile_predictions_loss: 537.8570 - logcount_predictions_loss: 0.3749 36/2436 [..............................] - ETA: 19:00 - loss: 544.2341 - logits_profile_predictions_loss: 537.9726 - logcount_predictions_loss: 0.3749 37/2436 [..............................] - ETA: 18:59 - loss: 544.3608 - logits_profile_predictions_loss: 538.0994 - logcount_predictions_loss: 0.3749 38/2436 [..............................] - ETA: 18:59 - loss: 544.4656 - logits_profile_predictions_loss: 538.2038 - logcount_predictions_loss: 0.3750 39/2436 [..............................] - ETA: 18:59 - loss: 544.5476 - logits_profile_predictions_loss: 538.2855 - logcount_predictions_loss: 0.3750 40/2436 [..............................] - ETA: 18:58 - loss: 544.5553 - logits_profile_predictions_loss: 538.2909 - logcount_predictions_loss: 0.3751 41/2436 [..............................] - ETA: 18:58 - loss: 544.5433 - logits_profile_predictions_loss: 538.2755 - logcount_predictions_loss: 0.3753 42/2436 [..............................] - ETA: 18:58 - loss: 544.5321 - logits_profile_predictions_loss: 538.2616 - logcount_predictions_loss: 0.3755 43/2436 [..............................] - ETA: 18:57 - loss: 544.5499 - logits_profile_predictions_loss: 538.2770 - logcount_predictions_loss: 0.3756 44/2436 [..............................] - ETA: 18:57 - loss: 544.5298 - logits_profile_predictions_loss: 538.2552 - logcount_predictions_loss: 0.3757 45/2436 [..............................] - ETA: 18:56 - loss: 544.5403 - logits_profile_predictions_loss: 538.2640 - logcount_predictions_loss: 0.3758 46/2436 [..............................] - ETA: 18:56 - loss: 544.5464 - logits_profile_predictions_loss: 538.2684 - logcount_predictions_loss: 0.3759 47/2436 [..............................] - ETA: 18:56 - loss: 544.5456 - logits_profile_predictions_loss: 538.2673 - logcount_predictions_loss: 0.3759 48/2436 [..............................] - ETA: 18:55 - loss: 544.5341 - logits_profile_predictions_loss: 538.2558 - logcount_predictions_loss: 0.3759 49/2436 [..............................] - ETA: 18:55 - loss: 544.5020 - 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[====>.........................] - ETA: 16:11 - loss: 553.8944 - logits_profile_predictions_loss: 547.7622 - logcount_predictions_loss: 0.3672 408/2436 [====>.........................] - ETA: 16:10 - loss: 553.9044 - logits_profile_predictions_loss: 547.7725 - logcount_predictions_loss: 0.3672 409/2436 [====>.........................] - ETA: 16:10 - loss: 553.9141 - logits_profile_predictions_loss: 547.7825 - logcount_predictions_loss: 0.3672 410/2436 [====>.........................] - ETA: 16:09 - loss: 553.9239 - logits_profile_predictions_loss: 547.7927 - logcount_predictions_loss: 0.3671 411/2436 [====>.........................] - ETA: 16:09 - loss: 553.9339 - logits_profile_predictions_loss: 547.8030 - logcount_predictions_loss: 0.3671 412/2436 [====>.........................] - ETA: 16:08 - loss: 553.9438 - logits_profile_predictions_loss: 547.8131 - logcount_predictions_loss: 0.3671 413/2436 [====>.........................] - ETA: 16:08 - loss: 553.9535 - 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logits_profile_predictions_loss: 551.5419 - logcount_predictions_loss: 0.3524 2416/2436 [============================>.] - ETA: 9s - loss: 557.4279 - logits_profile_predictions_loss: 551.5426 - logcount_predictions_loss: 0.3524  2417/2436 [============================>.] - ETA: 9s - loss: 557.4285 - logits_profile_predictions_loss: 551.5432 - logcount_predictions_loss: 0.3524 2418/2436 [============================>.] - ETA: 8s - loss: 557.4291 - logits_profile_predictions_loss: 551.5438 - logcount_predictions_loss: 0.3524 2419/2436 [============================>.] - ETA: 8s - loss: 557.4297 - logits_profile_predictions_loss: 551.5444 - logcount_predictions_loss: 0.3524 2420/2436 [============================>.] - ETA: 7s - loss: 557.4302 - logits_profile_predictions_loss: 551.5450 - logcount_predictions_loss: 0.3524 2421/2436 [============================>.] - ETA: 7s - loss: 557.4308 - logits_profile_predictions_loss: 551.5457 - logcount_predictions_loss: 0.3524 2422/2436 [============================>.] - ETA: 6s - loss: 557.4314 - logits_profile_predictions_loss: 551.5463 - logcount_predictions_loss: 0.3524 2423/2436 [============================>.] - ETA: 6s - loss: 557.4319 - logits_profile_predictions_loss: 551.5469 - logcount_predictions_loss: 0.3524 2424/2436 [============================>.] - ETA: 5s - loss: 557.4325 - logits_profile_predictions_loss: 551.5475 - logcount_predictions_loss: 0.3524 2425/2436 [============================>.] - ETA: 5s - loss: 557.4331 - logits_profile_predictions_loss: 551.5481 - logcount_predictions_loss: 0.3524 2426/2436 [============================>.] - ETA: 4s - loss: 557.4336 - logits_profile_predictions_loss: 551.5487 - logcount_predictions_loss: 0.3524 2427/2436 [============================>.] - ETA: 4s - loss: 557.4342 - logits_profile_predictions_loss: 551.5493 - logcount_predictions_loss: 0.3524 2428/2436 [============================>.] - ETA: 3s - loss: 557.4347 - logits_profile_predictions_loss: 551.5499 - logcount_predictions_loss: 0.3524 2429/2436 [============================>.] - ETA: 3s - loss: 557.4352 - logits_profile_predictions_loss: 551.5505 - logcount_predictions_loss: 0.3524 2430/2436 [============================>.] - ETA: 2s - loss: 557.4358 - logits_profile_predictions_loss: 551.5511 - logcount_predictions_loss: 0.3524 2431/2436 [============================>.] - ETA: 2s - loss: 557.4363 - logits_profile_predictions_loss: 551.5516 - logcount_predictions_loss: 0.3524 2432/2436 [============================>.] - ETA: 1s - loss: 557.4368 - logits_profile_predictions_loss: 551.5522 - logcount_predictions_loss: 0.3524 2433/2436 [============================>.] - ETA: 1s - loss: 557.4374 - logits_profile_predictions_loss: 551.5528 - logcount_predictions_loss: 0.3524 2434/2436 [============================>.] - ETA: 0s - loss: 557.4379 - logits_profile_predictions_loss: 551.5534 - logcount_predictions_loss: 0.3524 2435/2436 [============================>.] - ETA: 0s - loss: 557.4384 - logits_profile_predictions_loss: 551.5540 - logcount_predictions_loss: 0.3524 2436/2436 [==============================] - ETA: 0s - loss: 557.4390 - logits_profile_predictions_loss: 551.5546 - logcount_predictions_loss: 0.3524 2436/2436 [==============================] - 1208s 496ms/step - loss: 557.4395 - logits_profile_predictions_loss: 551.5552 - logcount_predictions_loss: 0.3524 - val_loss: 565.6202 - val_logits_profile_predictions_loss: 559.0002 - val_logcount_predictions_loss: 0.3964 Epoch 00011: val_loss did not improve from 562.39838 Epoch 12/50 1/2436 [..............................] - ETA: 21:00 - loss: 534.5392 - logits_profile_predictions_loss: 530.6472 - logcount_predictions_loss: 0.2331 2/2436 [..............................] - ETA: 18:57 - loss: 540.1114 - logits_profile_predictions_loss: 535.9633 - logcount_predictions_loss: 0.2484 3/2436 [..............................] - ETA: 19:01 - loss: 538.8354 - logits_profile_predictions_loss: 534.7084 - logcount_predictions_loss: 0.2471 4/2436 [..............................] - ETA: 19:04 - loss: 534.6959 - logits_profile_predictions_loss: 530.4758 - logcount_predictions_loss: 0.2527 5/2436 [..............................] - ETA: 19:06 - loss: 534.1979 - logits_profile_predictions_loss: 529.8603 - logcount_predictions_loss: 0.2597 6/2436 [..............................] - ETA: 19:08 - loss: 535.5349 - logits_profile_predictions_loss: 531.1108 - logcount_predictions_loss: 0.2649 7/2436 [..............................] - ETA: 19:07 - loss: 537.3930 - logits_profile_predictions_loss: 532.9119 - logcount_predictions_loss: 0.2683 8/2436 [..............................] - ETA: 19:08 - loss: 539.4657 - logits_profile_predictions_loss: 534.9517 - logcount_predictions_loss: 0.2703 9/2436 [..............................] - ETA: 19:09 - loss: 540.0332 - logits_profile_predictions_loss: 535.4944 - logcount_predictions_loss: 0.2718 10/2436 [..............................] - ETA: 19:10 - loss: 540.3062 - logits_profile_predictions_loss: 535.7329 - logcount_predictions_loss: 0.2738 11/2436 [..............................] - ETA: 19:10 - loss: 540.4299 - logits_profile_predictions_loss: 535.8224 - logcount_predictions_loss: 0.2759 12/2436 [..............................] - ETA: 19:10 - loss: 540.5963 - logits_profile_predictions_loss: 535.9392 - logcount_predictions_loss: 0.2789 13/2436 [..............................] - ETA: 19:10 - loss: 540.6624 - logits_profile_predictions_loss: 535.9700 - logcount_predictions_loss: 0.2810 14/2436 [..............................] - ETA: 19:11 - loss: 540.9771 - logits_profile_predictions_loss: 536.2484 - logcount_predictions_loss: 0.2831 15/2436 [..............................] - ETA: 19:12 - loss: 541.1912 - logits_profile_predictions_loss: 536.4103 - logcount_predictions_loss: 0.2863 16/2436 [..............................] - ETA: 19:11 - loss: 541.5965 - logits_profile_predictions_loss: 536.7661 - logcount_predictions_loss: 0.2892 17/2436 [..............................] - ETA: 19:11 - loss: 542.0948 - logits_profile_predictions_loss: 537.2186 - logcount_predictions_loss: 0.2920 18/2436 [..............................] - ETA: 19:11 - loss: 542.5141 - logits_profile_predictions_loss: 537.5992 - logcount_predictions_loss: 0.2943 19/2436 [..............................] - ETA: 19:10 - loss: 543.1163 - logits_profile_predictions_loss: 538.1600 - logcount_predictions_loss: 0.2968 20/2436 [..............................] - ETA: 19:10 - loss: 543.7177 - logits_profile_predictions_loss: 538.7188 - logcount_predictions_loss: 0.2993 21/2436 [..............................] - ETA: 19:09 - loss: 544.5565 - logits_profile_predictions_loss: 539.5165 - logcount_predictions_loss: 0.3018 22/2436 [..............................] - ETA: 19:09 - loss: 545.5289 - logits_profile_predictions_loss: 540.4543 - logcount_predictions_loss: 0.3039 23/2436 [..............................] - ETA: 19:09 - loss: 546.4655 - logits_profile_predictions_loss: 541.3606 - logcount_predictions_loss: 0.3057 24/2436 [..............................] - ETA: 19:09 - loss: 547.5432 - logits_profile_predictions_loss: 542.4134 - logcount_predictions_loss: 0.3072 25/2436 [..............................] - ETA: 19:08 - loss: 548.5143 - logits_profile_predictions_loss: 543.3619 - logcount_predictions_loss: 0.3085 26/2436 [..............................] - ETA: 19:08 - loss: 549.4397 - logits_profile_predictions_loss: 544.2643 - logcount_predictions_loss: 0.3099 27/2436 [..............................] - ETA: 19:07 - loss: 550.1648 - logits_profile_predictions_loss: 544.9675 - logcount_predictions_loss: 0.3112 28/2436 [..............................] - ETA: 19:07 - loss: 550.8079 - logits_profile_predictions_loss: 545.5898 - logcount_predictions_loss: 0.3125 29/2436 [..............................] - ETA: 19:07 - loss: 551.3579 - logits_profile_predictions_loss: 546.1215 - logcount_predictions_loss: 0.3136 30/2436 [..............................] - ETA: 19:06 - loss: 551.8464 - logits_profile_predictions_loss: 546.5917 - logcount_predictions_loss: 0.3147 31/2436 [..............................] - ETA: 19:05 - loss: 552.3068 - logits_profile_predictions_loss: 547.0320 - logcount_predictions_loss: 0.3159 32/2436 [..............................] - ETA: 19:05 - loss: 552.7445 - logits_profile_predictions_loss: 547.4481 - logcount_predictions_loss: 0.3172 33/2436 [..............................] - ETA: 19:05 - loss: 553.1482 - logits_profile_predictions_loss: 547.8320 - logcount_predictions_loss: 0.3183 34/2436 [..............................] - ETA: 19:05 - loss: 553.4930 - logits_profile_predictions_loss: 548.1574 - logcount_predictions_loss: 0.3195 35/2436 [..............................] - ETA: 19:05 - loss: 553.7768 - logits_profile_predictions_loss: 548.4237 - logcount_predictions_loss: 0.3205 36/2436 [..............................] - ETA: 19:05 - loss: 553.9734 - logits_profile_predictions_loss: 548.6034 - logcount_predictions_loss: 0.3216 37/2436 [..............................] - ETA: 19:04 - loss: 554.1195 - logits_profile_predictions_loss: 548.7333 - logcount_predictions_loss: 0.3225 38/2436 [..............................] - ETA: 19:03 - loss: 554.3138 - logits_profile_predictions_loss: 548.9137 - logcount_predictions_loss: 0.3234 39/2436 [..............................] - ETA: 19:03 - loss: 554.5253 - logits_profile_predictions_loss: 549.1122 - logcount_predictions_loss: 0.3241 40/2436 [..............................] - ETA: 19:03 - loss: 554.7383 - logits_profile_predictions_loss: 549.3131 - logcount_predictions_loss: 0.3249 41/2436 [..............................] - ETA: 19:02 - loss: 554.9003 - logits_profile_predictions_loss: 549.4631 - logcount_predictions_loss: 0.3256 42/2436 [..............................] - ETA: 19:02 - loss: 555.0497 - logits_profile_predictions_loss: 549.6012 - logcount_predictions_loss: 0.3263 43/2436 [..............................] - ETA: 19:01 - loss: 555.1763 - logits_profile_predictions_loss: 549.7173 - logcount_predictions_loss: 0.3269 44/2436 [..............................] - ETA: 19:01 - loss: 555.3040 - logits_profile_predictions_loss: 549.8341 - logcount_predictions_loss: 0.3275 45/2436 [..............................] - ETA: 19:00 - loss: 555.4398 - logits_profile_predictions_loss: 549.9597 - logcount_predictions_loss: 0.3281 46/2436 [..............................] - ETA: 19:00 - loss: 555.5579 - logits_profile_predictions_loss: 550.0676 - logcount_predictions_loss: 0.3288 47/2436 [..............................] - ETA: 19:00 - loss: 555.6521 - logits_profile_predictions_loss: 550.1520 - logcount_predictions_loss: 0.3294 48/2436 [..............................] - ETA: 18:59 - loss: 555.7635 - logits_profile_predictions_loss: 550.2544 - logcount_predictions_loss: 0.3299 49/2436 [..............................] - ETA: 18:59 - loss: 555.8994 - logits_profile_predictions_loss: 550.3823 - logcount_predictions_loss: 0.3304 50/2436 [..............................] - ETA: 18:58 - loss: 556.0416 - logits_profile_predictions_loss: 550.5169 - logcount_predictions_loss: 0.3308 51/2436 [..............................] - ETA: 18:58 - loss: 556.1929 - logits_profile_predictions_loss: 550.6591 - logcount_predictions_loss: 0.3314 52/2436 [..............................] - ETA: 18:57 - loss: 556.2864 - logits_profile_predictions_loss: 550.7446 - logcount_predictions_loss: 0.3318 53/2436 [..............................] - ETA: 18:57 - loss: 556.3661 - logits_profile_predictions_loss: 550.8168 - logcount_predictions_loss: 0.3323 54/2436 [..............................] - ETA: 18:56 - loss: 556.4185 - logits_profile_predictions_loss: 550.8625 - logcount_predictions_loss: 0.3327 55/2436 [..............................] - ETA: 18:56 - loss: 556.4886 - logits_profile_predictions_loss: 550.9265 - logcount_predictions_loss: 0.3331 56/2436 [..............................] - ETA: 18:55 - loss: 556.5345 - logits_profile_predictions_loss: 550.9668 - logcount_predictions_loss: 0.3334 57/2436 [..............................] - ETA: 18:55 - loss: 556.5830 - logits_profile_predictions_loss: 551.0094 - logcount_predictions_loss: 0.3338 58/2436 [..............................] - ETA: 18:54 - loss: 556.6456 - logits_profile_predictions_loss: 551.0671 - logcount_predictions_loss: 0.3340 59/2436 [..............................] - ETA: 18:54 - loss: 556.7146 - logits_profile_predictions_loss: 551.1308 - logcount_predictions_loss: 0.3344 60/2436 [..............................] - ETA: 18:53 - loss: 556.7794 - logits_profile_predictions_loss: 551.1904 - logcount_predictions_loss: 0.3347 61/2436 [..............................] - ETA: 18:53 - loss: 556.8397 - logits_profile_predictions_loss: 551.2463 - logcount_predictions_loss: 0.3349 62/2436 [..............................] - ETA: 18:53 - loss: 556.9000 - logits_profile_predictions_loss: 551.3017 - logcount_predictions_loss: 0.3352 63/2436 [..............................] - ETA: 18:52 - loss: 556.9462 - logits_profile_predictions_loss: 551.3430 - logcount_predictions_loss: 0.3355 64/2436 [..............................] - ETA: 18:52 - loss: 556.9736 - logits_profile_predictions_loss: 551.3658 - logcount_predictions_loss: 0.3358 65/2436 [..............................] - ETA: 18:51 - loss: 557.0172 - logits_profile_predictions_loss: 551.4050 - logcount_predictions_loss: 0.3361 66/2436 [..............................] - ETA: 18:51 - loss: 557.0673 - logits_profile_predictions_loss: 551.4512 - logcount_predictions_loss: 0.3363 67/2436 [..............................] - ETA: 18:50 - loss: 557.1020 - logits_profile_predictions_loss: 551.4825 - logcount_predictions_loss: 0.3365 68/2436 [..............................] - ETA: 18:50 - loss: 557.1216 - logits_profile_predictions_loss: 551.4986 - logcount_predictions_loss: 0.3367 69/2436 [..............................] - ETA: 18:50 - loss: 557.1332 - logits_profile_predictions_loss: 551.5066 - logcount_predictions_loss: 0.3369 70/2436 [..............................] - ETA: 18:49 - loss: 557.1303 - logits_profile_predictions_loss: 551.5002 - logcount_predictions_loss: 0.3371 71/2436 [..............................] - ETA: 18:49 - loss: 557.1324 - logits_profile_predictions_loss: 551.4989 - logcount_predictions_loss: 0.3373 72/2436 [..............................] - ETA: 18:48 - loss: 557.1223 - logits_profile_predictions_loss: 551.4856 - logcount_predictions_loss: 0.3375 73/2436 [..............................] - ETA: 18:48 - loss: 557.1063 - logits_profile_predictions_loss: 551.4666 - logcount_predictions_loss: 0.3377 74/2436 [..............................] - ETA: 18:47 - loss: 557.0920 - logits_profile_predictions_loss: 551.4490 - logcount_predictions_loss: 0.3379 75/2436 [..............................] - ETA: 18:47 - loss: 557.0891 - logits_profile_predictions_loss: 551.4431 - logcount_predictions_loss: 0.3381 76/2436 [..............................] - ETA: 18:46 - loss: 557.0867 - logits_profile_predictions_loss: 551.4380 - logcount_predictions_loss: 0.3383 77/2436 [..............................] - ETA: 18:46 - loss: 557.0850 - logits_profile_predictions_loss: 551.4332 - logcount_predictions_loss: 0.3384 78/2436 [..............................] - ETA: 18:46 - loss: 557.0771 - logits_profile_predictions_loss: 551.4223 - logcount_predictions_loss: 0.3386 79/2436 [..............................] - ETA: 18:45 - loss: 557.0628 - logits_profile_predictions_loss: 551.4053 - logcount_predictions_loss: 0.3388 80/2436 [..............................] - ETA: 18:45 - loss: 557.0537 - logits_profile_predictions_loss: 551.3940 - logcount_predictions_loss: 0.3389 81/2436 [..............................] - ETA: 18:44 - loss: 557.0431 - logits_profile_predictions_loss: 551.3815 - logcount_predictions_loss: 0.3390 82/2436 [>.............................] - ETA: 18:44 - loss: 557.0233 - logits_profile_predictions_loss: 551.3595 - logcount_predictions_loss: 0.3392 83/2436 [>.............................] - ETA: 18:44 - loss: 557.0087 - logits_profile_predictions_loss: 551.3430 - logcount_predictions_loss: 0.3393 84/2436 [>.............................] - ETA: 18:43 - loss: 556.9887 - logits_profile_predictions_loss: 551.3211 - logcount_predictions_loss: 0.3394 85/2436 [>.............................] - ETA: 18:43 - loss: 556.9723 - logits_profile_predictions_loss: 551.3031 - logcount_predictions_loss: 0.3395 86/2436 [>.............................] - ETA: 18:42 - loss: 556.9584 - logits_profile_predictions_loss: 551.2877 - logcount_predictions_loss: 0.3396 87/2436 [>.............................] - ETA: 18:42 - loss: 556.9283 - logits_profile_predictions_loss: 551.2562 - logcount_predictions_loss: 0.3397 88/2436 [>.............................] - ETA: 18:41 - loss: 556.9032 - logits_profile_predictions_loss: 551.2299 - logcount_predictions_loss: 0.3397 89/2436 [>.............................] - ETA: 18:41 - loss: 556.8710 - logits_profile_predictions_loss: 551.1967 - logcount_predictions_loss: 0.3398 90/2436 [>.............................] - ETA: 18:41 - loss: 556.8418 - logits_profile_predictions_loss: 551.1663 - logcount_predictions_loss: 0.3399 91/2436 [>.............................] - ETA: 18:40 - loss: 556.8089 - logits_profile_predictions_loss: 551.1324 - logcount_predictions_loss: 0.3399 92/2436 [>.............................] - ETA: 18:40 - loss: 556.7797 - logits_profile_predictions_loss: 551.1022 - logcount_predictions_loss: 0.3400 93/2436 [>.............................] - ETA: 18:40 - loss: 556.7455 - logits_profile_predictions_loss: 551.0670 - logcount_predictions_loss: 0.3400 94/2436 [>.............................] - ETA: 18:39 - loss: 556.7094 - logits_profile_predictions_loss: 551.0300 - logcount_predictions_loss: 0.3401 95/2436 [>.............................] - ETA: 18:38 - loss: 556.6694 - logits_profile_predictions_loss: 550.9889 - logcount_predictions_loss: 0.3402 96/2436 [>.............................] - ETA: 18:38 - loss: 556.6319 - logits_profile_predictions_loss: 550.9505 - logcount_predictions_loss: 0.3402 97/2436 [>.............................] - ETA: 18:38 - loss: 556.5911 - logits_profile_predictions_loss: 550.9089 - logcount_predictions_loss: 0.3403 98/2436 [>.............................] - ETA: 18:37 - loss: 556.5411 - logits_profile_predictions_loss: 550.8584 - logcount_predictions_loss: 0.3403 99/2436 [>.............................] - ETA: 18:37 - loss: 556.4917 - logits_profile_predictions_loss: 550.8085 - logcount_predictions_loss: 0.3403 100/2436 [>.............................] - ETA: 18:36 - loss: 556.4344 - logits_profile_predictions_loss: 550.7503 - logcount_predictions_loss: 0.3404 101/2436 [>.............................] - ETA: 18:36 - loss: 556.3822 - logits_profile_predictions_loss: 550.6973 - logcount_predictions_loss: 0.3404 102/2436 [>.............................] - ETA: 18:35 - loss: 556.3364 - logits_profile_predictions_loss: 550.6507 - logcount_predictions_loss: 0.3405 103/2436 [>.............................] - ETA: 18:35 - loss: 556.2897 - logits_profile_predictions_loss: 550.6034 - logcount_predictions_loss: 0.3405 104/2436 [>.............................] - ETA: 18:34 - loss: 556.2519 - logits_profile_predictions_loss: 550.5651 - logcount_predictions_loss: 0.3405 105/2436 [>.............................] - ETA: 18:34 - loss: 556.2179 - logits_profile_predictions_loss: 550.5306 - logcount_predictions_loss: 0.3406 106/2436 [>.............................] - ETA: 18:33 - loss: 556.1780 - logits_profile_predictions_loss: 550.4903 - logcount_predictions_loss: 0.3406 107/2436 [>.............................] - ETA: 18:33 - loss: 556.1424 - logits_profile_predictions_loss: 550.4544 - logcount_predictions_loss: 0.3406 108/2436 [>.............................] - ETA: 18:32 - loss: 556.1018 - logits_profile_predictions_loss: 550.4137 - logcount_predictions_loss: 0.3406 109/2436 [>.............................] - ETA: 18:32 - loss: 556.0571 - logits_profile_predictions_loss: 550.3686 - logcount_predictions_loss: 0.3406 110/2436 [>.............................] - ETA: 18:31 - loss: 556.0107 - logits_profile_predictions_loss: 550.3220 - logcount_predictions_loss: 0.3406 111/2436 [>.............................] - ETA: 18:31 - loss: 555.9617 - logits_profile_predictions_loss: 550.2727 - logcount_predictions_loss: 0.3407 112/2436 [>.............................] - ETA: 18:30 - loss: 555.9307 - logits_profile_predictions_loss: 550.2414 - logcount_predictions_loss: 0.3407 113/2436 [>.............................] - ETA: 18:30 - loss: 555.9060 - logits_profile_predictions_loss: 550.2166 - logcount_predictions_loss: 0.3407 114/2436 [>.............................] - ETA: 18:30 - loss: 555.8842 - 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[===========================>..] - ETA: 44s - loss: 555.0286 - logits_profile_predictions_loss: 549.4545 - logcount_predictions_loss: 0.3338 2345/2436 [===========================>..] - ETA: 43s - loss: 555.0284 - logits_profile_predictions_loss: 549.4544 - logcount_predictions_loss: 0.3338 2346/2436 [===========================>..] - ETA: 43s - loss: 555.0283 - logits_profile_predictions_loss: 549.4543 - logcount_predictions_loss: 0.3338 2347/2436 [===========================>..] - ETA: 42s - loss: 555.0281 - logits_profile_predictions_loss: 549.4542 - logcount_predictions_loss: 0.3338 2348/2436 [===========================>..] - ETA: 42s - loss: 555.0280 - logits_profile_predictions_loss: 549.4540 - logcount_predictions_loss: 0.3338 2349/2436 [===========================>..] - ETA: 41s - loss: 555.0278 - logits_profile_predictions_loss: 549.4539 - logcount_predictions_loss: 0.3338 2350/2436 [===========================>..] - ETA: 41s - loss: 555.0277 - 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[============================>.] - ETA: 37s - loss: 555.0266 - logits_profile_predictions_loss: 549.4528 - logcount_predictions_loss: 0.3338 2358/2436 [============================>.] - ETA: 37s - loss: 555.0265 - logits_profile_predictions_loss: 549.4527 - logcount_predictions_loss: 0.3338 2359/2436 [============================>.] - ETA: 36s - loss: 555.0263 - logits_profile_predictions_loss: 549.4525 - logcount_predictions_loss: 0.3338 2360/2436 [============================>.] - ETA: 36s - loss: 555.0262 - logits_profile_predictions_loss: 549.4524 - logcount_predictions_loss: 0.3338 2361/2436 [============================>.] - ETA: 35s - loss: 555.0261 - logits_profile_predictions_loss: 549.4523 - logcount_predictions_loss: 0.3338 2362/2436 [============================>.] - ETA: 35s - loss: 555.0259 - logits_profile_predictions_loss: 549.4521 - logcount_predictions_loss: 0.3338 2363/2436 [============================>.] - ETA: 34s - loss: 555.0257 - logits_profile_predictions_loss: 549.4520 - logcount_predictions_loss: 0.3338 2364/2436 [============================>.] - ETA: 34s - loss: 555.0256 - logits_profile_predictions_loss: 549.4518 - logcount_predictions_loss: 0.3338 2365/2436 [============================>.] - ETA: 34s - loss: 555.0254 - logits_profile_predictions_loss: 549.4517 - logcount_predictions_loss: 0.3338 2366/2436 [============================>.] - ETA: 33s - loss: 555.0252 - logits_profile_predictions_loss: 549.4515 - logcount_predictions_loss: 0.3338 2367/2436 [============================>.] - ETA: 33s - loss: 555.0250 - logits_profile_predictions_loss: 549.4513 - logcount_predictions_loss: 0.3338 2368/2436 [============================>.] - ETA: 32s - loss: 555.0248 - logits_profile_predictions_loss: 549.4511 - logcount_predictions_loss: 0.3338 2369/2436 [============================>.] - ETA: 32s - loss: 555.0246 - logits_profile_predictions_loss: 549.4509 - logcount_predictions_loss: 0.3338 2370/2436 [============================>.] - ETA: 31s - loss: 555.0244 - logits_profile_predictions_loss: 549.4507 - logcount_predictions_loss: 0.3338 2371/2436 [============================>.] - ETA: 31s - loss: 555.0241 - logits_profile_predictions_loss: 549.4505 - logcount_predictions_loss: 0.3338 2372/2436 [============================>.] - ETA: 30s - loss: 555.0239 - logits_profile_predictions_loss: 549.4502 - logcount_predictions_loss: 0.3338 2373/2436 [============================>.] - ETA: 30s - loss: 555.0237 - logits_profile_predictions_loss: 549.4500 - logcount_predictions_loss: 0.3338 2374/2436 [============================>.] - ETA: 29s - loss: 555.0234 - logits_profile_predictions_loss: 549.4498 - logcount_predictions_loss: 0.3338 2375/2436 [============================>.] - ETA: 29s - loss: 555.0232 - logits_profile_predictions_loss: 549.4496 - logcount_predictions_loss: 0.3338 2376/2436 [============================>.] - ETA: 28s - loss: 555.0229 - 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[============================>.] - ETA: 25s - loss: 555.0212 - logits_profile_predictions_loss: 549.4477 - logcount_predictions_loss: 0.3338 2384/2436 [============================>.] - ETA: 24s - loss: 555.0209 - logits_profile_predictions_loss: 549.4474 - logcount_predictions_loss: 0.3338 2385/2436 [============================>.] - ETA: 24s - loss: 555.0206 - logits_profile_predictions_loss: 549.4472 - logcount_predictions_loss: 0.3338 2386/2436 [============================>.] - ETA: 23s - loss: 555.0203 - logits_profile_predictions_loss: 549.4469 - logcount_predictions_loss: 0.3338 2387/2436 [============================>.] - ETA: 23s - loss: 555.0201 - logits_profile_predictions_loss: 549.4466 - logcount_predictions_loss: 0.3338 2388/2436 [============================>.] - ETA: 23s - loss: 555.0198 - logits_profile_predictions_loss: 549.4463 - logcount_predictions_loss: 0.3338 2389/2436 [============================>.] - ETA: 22s - loss: 555.0195 - logits_profile_predictions_loss: 549.4461 - logcount_predictions_loss: 0.3338 2390/2436 [============================>.] - ETA: 22s - loss: 555.0192 - logits_profile_predictions_loss: 549.4458 - logcount_predictions_loss: 0.3338 2391/2436 [============================>.] - ETA: 21s - loss: 555.0188 - logits_profile_predictions_loss: 549.4455 - logcount_predictions_loss: 0.3338 2392/2436 [============================>.] - ETA: 21s - loss: 555.0185 - logits_profile_predictions_loss: 549.4452 - logcount_predictions_loss: 0.3338 2393/2436 [============================>.] - ETA: 20s - loss: 555.0182 - logits_profile_predictions_loss: 549.4449 - logcount_predictions_loss: 0.3338 2394/2436 [============================>.] - ETA: 20s - loss: 555.0179 - logits_profile_predictions_loss: 549.4446 - logcount_predictions_loss: 0.3338 2395/2436 [============================>.] - ETA: 19s - loss: 555.0177 - logits_profile_predictions_loss: 549.4444 - logcount_predictions_loss: 0.3338 2396/2436 [============================>.] - ETA: 19s - loss: 555.0174 - logits_profile_predictions_loss: 549.4441 - logcount_predictions_loss: 0.3338 2397/2436 [============================>.] - ETA: 18s - loss: 555.0171 - logits_profile_predictions_loss: 549.4438 - logcount_predictions_loss: 0.3338 2398/2436 [============================>.] - ETA: 18s - loss: 555.0169 - logits_profile_predictions_loss: 549.4436 - logcount_predictions_loss: 0.3338 2399/2436 [============================>.] - ETA: 17s - loss: 555.0166 - logits_profile_predictions_loss: 549.4433 - logcount_predictions_loss: 0.3338 2400/2436 [============================>.] - ETA: 17s - loss: 555.0163 - logits_profile_predictions_loss: 549.4430 - logcount_predictions_loss: 0.3338 2401/2436 [============================>.] - ETA: 16s - loss: 555.0160 - logits_profile_predictions_loss: 549.4427 - logcount_predictions_loss: 0.3338 2402/2436 [============================>.] - ETA: 16s - loss: 555.0157 - logits_profile_predictions_loss: 549.4424 - logcount_predictions_loss: 0.3338 2403/2436 [============================>.] - ETA: 15s - loss: 555.0154 - logits_profile_predictions_loss: 549.4422 - logcount_predictions_loss: 0.3338 2404/2436 [============================>.] - ETA: 15s - loss: 555.0151 - logits_profile_predictions_loss: 549.4419 - logcount_predictions_loss: 0.3338 2405/2436 [============================>.] - ETA: 14s - loss: 555.0148 - logits_profile_predictions_loss: 549.4416 - logcount_predictions_loss: 0.3338 2406/2436 [============================>.] - ETA: 14s - loss: 555.0145 - logits_profile_predictions_loss: 549.4413 - logcount_predictions_loss: 0.3338 2407/2436 [============================>.] - ETA: 13s - loss: 555.0142 - logits_profile_predictions_loss: 549.4411 - logcount_predictions_loss: 0.3338 2408/2436 [============================>.] - ETA: 13s - loss: 555.0139 - logits_profile_predictions_loss: 549.4408 - logcount_predictions_loss: 0.3338 2409/2436 [============================>.] - ETA: 12s - loss: 555.0136 - logits_profile_predictions_loss: 549.4405 - logcount_predictions_loss: 0.3338 2410/2436 [============================>.] - ETA: 12s - loss: 555.0133 - logits_profile_predictions_loss: 549.4402 - logcount_predictions_loss: 0.3338 2411/2436 [============================>.] - ETA: 11s - loss: 555.0130 - logits_profile_predictions_loss: 549.4399 - logcount_predictions_loss: 0.3338 2412/2436 [============================>.] - ETA: 11s - loss: 555.0127 - logits_profile_predictions_loss: 549.4397 - logcount_predictions_loss: 0.3338 2413/2436 [============================>.] - ETA: 11s - loss: 555.0125 - logits_profile_predictions_loss: 549.4394 - logcount_predictions_loss: 0.3338 2414/2436 [============================>.] - ETA: 10s - loss: 555.0122 - logits_profile_predictions_loss: 549.4391 - logcount_predictions_loss: 0.3338 2415/2436 [============================>.] - ETA: 10s - loss: 555.0119 - logits_profile_predictions_loss: 549.4389 - logcount_predictions_loss: 0.3338 2416/2436 [============================>.] - ETA: 9s - loss: 555.0117 - logits_profile_predictions_loss: 549.4386 - logcount_predictions_loss: 0.3337  2417/2436 [============================>.] - ETA: 9s - loss: 555.0114 - logits_profile_predictions_loss: 549.4384 - logcount_predictions_loss: 0.3337 2418/2436 [============================>.] - ETA: 8s - loss: 555.0111 - logits_profile_predictions_loss: 549.4381 - logcount_predictions_loss: 0.3337 2419/2436 [============================>.] - ETA: 8s - loss: 555.0109 - logits_profile_predictions_loss: 549.4379 - logcount_predictions_loss: 0.3337 2420/2436 [============================>.] - ETA: 7s - loss: 555.0106 - logits_profile_predictions_loss: 549.4376 - logcount_predictions_loss: 0.3337 2421/2436 [============================>.] - ETA: 7s - loss: 555.0103 - logits_profile_predictions_loss: 549.4374 - logcount_predictions_loss: 0.3337 2422/2436 [============================>.] - ETA: 6s - loss: 555.0101 - logits_profile_predictions_loss: 549.4371 - logcount_predictions_loss: 0.3337 2423/2436 [============================>.] - ETA: 6s - loss: 555.0098 - logits_profile_predictions_loss: 549.4369 - logcount_predictions_loss: 0.3337 2424/2436 [============================>.] - ETA: 5s - loss: 555.0096 - logits_profile_predictions_loss: 549.4366 - logcount_predictions_loss: 0.3337 2425/2436 [============================>.] - ETA: 5s - loss: 555.0093 - logits_profile_predictions_loss: 549.4364 - logcount_predictions_loss: 0.3337 2426/2436 [============================>.] - ETA: 4s - loss: 555.0090 - logits_profile_predictions_loss: 549.4361 - logcount_predictions_loss: 0.3337 2427/2436 [============================>.] - ETA: 4s - loss: 555.0088 - logits_profile_predictions_loss: 549.4359 - logcount_predictions_loss: 0.3337 2428/2436 [============================>.] - ETA: 3s - loss: 555.0085 - logits_profile_predictions_loss: 549.4356 - logcount_predictions_loss: 0.3337 2429/2436 [============================>.] - ETA: 3s - loss: 555.0082 - logits_profile_predictions_loss: 549.4354 - logcount_predictions_loss: 0.3337 2430/2436 [============================>.] - ETA: 2s - loss: 555.0079 - logits_profile_predictions_loss: 549.4351 - logcount_predictions_loss: 0.3337 2431/2436 [============================>.] - ETA: 2s - loss: 555.0077 - logits_profile_predictions_loss: 549.4348 - logcount_predictions_loss: 0.3337 2432/2436 [============================>.] - ETA: 1s - loss: 555.0074 - logits_profile_predictions_loss: 549.4346 - logcount_predictions_loss: 0.3337 2433/2436 [============================>.] - ETA: 1s - loss: 555.0071 - logits_profile_predictions_loss: 549.4343 - logcount_predictions_loss: 0.3337 2434/2436 [============================>.] - ETA: 0s - loss: 555.0068 - logits_profile_predictions_loss: 549.4340 - logcount_predictions_loss: 0.3337 2435/2436 [============================>.] - ETA: 0s - loss: 555.0066 - logits_profile_predictions_loss: 549.4338 - logcount_predictions_loss: 0.3337 2436/2436 [==============================] - ETA: 0s - loss: 555.0063 - logits_profile_predictions_loss: 549.4335 - logcount_predictions_loss: 0.3337 2436/2436 [==============================] - 1208s 496ms/step - loss: 555.0060 - logits_profile_predictions_loss: 549.4332 - logcount_predictions_loss: 0.3337 - val_loss: 566.9875 - val_logits_profile_predictions_loss: 560.4044 - val_logcount_predictions_loss: 0.3942 Epoch 00012: val_loss did not improve from 562.39838 Restoring model weights from the end of the best epoch. Epoch 00012: early stopping save model save model without bias 2022-10-17_16-04-05: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR563HBG//preprocessing/bigWigs/ENCSR563HBG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42947, 10) loading nonpeaks... got split:test for bed regions:(40320, 10) 0/326 100/326 200/326 300/326 2022-10-17_16-15-07: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR563HBG//preprocessing/bigWigs/ENCSR563HBG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42947, 10) loading nonpeaks... got split:test for bed regions:(40320, 10) 0/326 100/326 200/326 300/326 2022-10-17_16-21-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR563HBG//preprocessing/bigWigs/ENCSR563HBG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42947, 10) loading nonpeaks... got split:test for bed regions:(40320, 10) 0/326 100/326 200/326 300/326 2022-10-17_16-24-22: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-17_16-24-22: 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/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//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 1/36 [..............................] - ETA: 4:53 3/36 [=>............................] - ETA: 21s  4/36 [==>...........................] - ETA: 27s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 30s 7/36 [====>.........................] - ETA: 30s 8/36 [=====>........................] - ETA: 30s 9/36 [======>.......................] - ETA: 29s 10/36 [=======>......................] - ETA: 29s 11/36 [========>.....................] - ETA: 28s 12/36 [=========>....................] - ETA: 27s 13/36 [=========>....................] - ETA: 26s 14/36 [==========>...................] - ETA: 25s 15/36 [===========>..................] - ETA: 24s 16/36 [============>.................] - ETA: 23s 17/36 [=============>................] - ETA: 22s 18/36 [==============>...............] - ETA: 21s 19/36 [==============>...............] - ETA: 20s 20/36 [===============>..............] - ETA: 19s 21/36 [================>.............] - ETA: 17s 22/36 [=================>............] - ETA: 16s 23/36 [==================>...........] - ETA: 15s 24/36 [===================>..........] - ETA: 14s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 10s 28/36 [======================>.......] - ETA: 9s  29/36 [=======================>......] - ETA: 8s 30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 4s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 56s 1s/step 1/36 [..............................] - ETA: 1s 2/36 [>.............................] - ETA: 43s 3/36 [=>............................] - ETA: 41s 4/36 [==>...........................] - ETA: 40s 5/36 [===>..........................] - ETA: 39s 6/36 [====>.........................] - ETA: 37s 7/36 [====>.........................] - ETA: 36s 8/36 [=====>........................] - ETA: 35s 9/36 [======>.......................] - ETA: 34s 10/36 [=======>......................] - ETA: 32s 11/36 [========>.....................] - ETA: 31s 12/36 [=========>....................] - ETA: 30s 13/36 [=========>....................] - ETA: 29s 14/36 [==========>...................] - ETA: 27s 15/36 [===========>..................] - ETA: 26s 16/36 [============>.................] - ETA: 25s 17/36 [=============>................] - ETA: 24s 18/36 [==============>...............] - ETA: 22s 19/36 [==============>...............] - ETA: 21s 20/36 [===============>..............] - ETA: 20s 21/36 [================>.............] - ETA: 18s 22/36 [=================>............] - ETA: 17s 23/36 [==================>...........] - ETA: 16s 24/36 [===================>..........] - ETA: 15s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 11s 28/36 [======================>.......] - ETA: 10s 29/36 [=======================>......] - ETA: 8s  30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 45s 1s/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 42s 3/36 [=>............................] - ETA: 41s 4/36 [==>...........................] - ETA: 40s 5/36 [===>..........................] - ETA: 39s 6/36 [====>.........................] - ETA: 38s 7/36 [====>.........................] - ETA: 36s 8/36 [=====>........................] - ETA: 35s 9/36 [======>.......................] - ETA: 34s 10/36 [=======>......................] - ETA: 32s 11/36 [========>.....................] - ETA: 31s 12/36 [=========>....................] - ETA: 30s 13/36 [=========>....................] - ETA: 29s 14/36 [==========>...................] - ETA: 27s 15/36 [===========>..................] - ETA: 26s 16/36 [============>.................] - ETA: 25s 17/36 [=============>................] - ETA: 24s 18/36 [==============>...............] - ETA: 22s 19/36 [==============>...............] - ETA: 21s 20/36 [===============>..............] - ETA: 20s 21/36 [================>.............] - ETA: 18s 22/36 [=================>............] - ETA: 17s 23/36 [==================>...........] - ETA: 16s 24/36 [===================>..........] - ETA: 15s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 11s 28/36 [======================>.......] - ETA: 10s 29/36 [=======================>......] - ETA: 8s  30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 45s 1s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 42s 3/36 [=>............................] - ETA: 41s 4/36 [==>...........................] - ETA: 40s 5/36 [===>..........................] - ETA: 39s 6/36 [====>.........................] - ETA: 37s 7/36 [====>.........................] - ETA: 36s 8/36 [=====>........................] - ETA: 35s 9/36 [======>.......................] - ETA: 34s 10/36 [=======>......................] - ETA: 32s 11/36 [========>.....................] - ETA: 31s 12/36 [=========>....................] - ETA: 30s 13/36 [=========>....................] - ETA: 29s 14/36 [==========>...................] - ETA: 27s 15/36 [===========>..................] - ETA: 26s 16/36 [============>.................] - ETA: 25s 17/36 [=============>................] - ETA: 24s 18/36 [==============>...............] - ETA: 22s 19/36 [==============>...............] - ETA: 21s 20/36 [===============>..............] - ETA: 20s 21/36 [================>.............] - ETA: 18s 22/36 [=================>............] - ETA: 17s 23/36 [==================>...........] - ETA: 16s 24/36 [===================>..........] - ETA: 15s 25/36 [===================>..........] - ETA: 13s 26/36 [====================>.........] - ETA: 12s 27/36 [=====================>........] - ETA: 11s 28/36 [======================>.......] - ETA: 10s 29/36 [=======================>......] - ETA: 8s  30/36 [========================>.....] - ETA: 7s 31/36 [========================>.....] - ETA: 6s 32/36 [=========================>....] - ETA: 5s 33/36 [==========================>...] - ETA: 3s 34/36 [===========================>..] - ETA: 2s 35/36 [============================>.] - ETA: 1s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 45s 1s/step Saving marginal footprints 2022-10-17_16-27-54: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-17_16-27-54: 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/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR563HBG//chrombppnet_model_encsr880cub_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 1:31 3/36 [=>............................] - ETA: 1s  4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 6s 101ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 93ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 93ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 3s 3/36 [=>............................] - ETA: 3s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 2s 14/36 [==========>...................] - ETA: 2s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 1s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 93ms/step Saving marginal footprints