DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Sat Oct 15 15:40:20 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:C5:00.0 Off | N/A | | 30% 33C P8 17W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-15_15-40-28: 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//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 158343 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158343 Number of peaks input: 41657 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41657 Number of non peaks input: 159598 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 159598 Number of non peaks input: 40401 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40401 Number of peaks after removing outliers: 156601 Number of nonpeaks after removing outliers: 141362 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 __________________________________________________________________________________________________ Predicting within adjust counts 1/4418 [..............................] - ETA: 41:35:56 9/4418 [..............................] - ETA: 29s  17/4418 [..............................] - ETA: 29s 25/4418 [..............................] - ETA: 29s 33/4418 [..............................] - ETA: 29s 41/4418 [..............................] - ETA: 29s 49/4418 [..............................] - ETA: 29s 57/4418 [..............................] - ETA: 29s 65/4418 [..............................] - ETA: 28s 73/4418 [..............................] - ETA: 28s 81/4418 [..............................] - ETA: 28s 89/4418 [..............................] - ETA: 28s 97/4418 [..............................] - ETA: 28s 105/4418 [..............................] - ETA: 28s 113/4418 [..............................] - ETA: 28s 121/4418 [..............................] - ETA: 28s 129/4418 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4380/4418 [============================>.] - ETA: 0s 4388/4418 [============================>.] - ETA: 0s 4396/4418 [============================>.] - ETA: 0s 4404/4418 [============================>.] - ETA: 0s 4412/4418 [============================>.] - ETA: 0s 4418/4418 [==============================] - ETA: 0s 4418/4418 [==============================] - 85s 12ms/step 2022-10-15_15-51-19: 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//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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': '45.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(138242, 10) loading nonpeaks... got split:train for bed regions:(125764, 10) loading peaks... got split:valid for bed regions:(18359, 10) loading nonpeaks... got split:valid for bed regions:(15598, 10) Epoch 1/50 1/2377 [..............................] - ETA: 126:07:35 - loss: 1308.9524 - logits_profile_predictions_loss: 1175.3032 - logcount_predictions_loss: 2.9309 2/2377 [..............................] - ETA: 12:24 - loss: 1305.8603 - logits_profile_predictions_loss: 1186.0411 - logcount_predictions_loss: 2.6276  3/2377 [..............................] - ETA: 12:14 - loss: 37429.9277 - logits_profile_predictions_loss: 1221.1333 - logcount_predictions_loss: 794.0525 4/2377 [..............................] - ETA: 12:10 - loss: 48751.7407 - logits_profile_predictions_loss: 1247.1200 - logcount_predictions_loss: 1041.7680 5/2377 [..............................] - ETA: 12:09 - loss: 52315.2285 - logits_profile_predictions_loss: 1282.1614 - logcount_predictions_loss: 1119.1463 6/2377 [..............................] - ETA: 12:06 - loss: 52878.9658 - logits_profile_predictions_loss: 1299.3041 - logcount_predictions_loss: 1131.1330 7/2377 [..............................] - ETA: 12:05 - loss: 52173.9841 - logits_profile_predictions_loss: 1309.3347 - logcount_predictions_loss: 1115.4529 8/2377 [..............................] - ETA: 12:04 - loss: 50923.5251 - logits_profile_predictions_loss: 1320.2048 - logcount_predictions_loss: 1087.7922 9/2377 [..............................] - ETA: 12:03 - loss: 49448.4998 - logits_profile_predictions_loss: 1327.7781 - logcount_predictions_loss: 1055.2791 10/2377 [..............................] - ETA: 12:02 - loss: 47904.8205 - logits_profile_predictions_loss: 1331.5240 - logcount_predictions_loss: 1021.3443 11/2377 [..............................] - ETA: 12:01 - loss: 46373.8437 - logits_profile_predictions_loss: 1334.8956 - logcount_predictions_loss: 987.6963  12/2377 [..............................] - ETA: 12:01 - loss: 44890.8296 - logits_profile_predictions_loss: 1335.9011 - logcount_predictions_loss: 955.1520 13/2377 [..............................] - ETA: 12:00 - loss: 43474.3556 - logits_profile_predictions_loss: 1335.4668 - logcount_predictions_loss: 924.0985 14/2377 [..............................] - ETA: 12:00 - loss: 42132.5010 - logits_profile_predictions_loss: 1334.9121 - logcount_predictions_loss: 894.6840 15/2377 [..............................] - ETA: 11:59 - loss: 40866.1490 - logits_profile_predictions_loss: 1334.1377 - logcount_predictions_loss: 866.9301 16/2377 [..............................] - ETA: 11:58 - loss: 39673.8166 - logits_profile_predictions_loss: 1333.7574 - logcount_predictions_loss: 840.7908 17/2377 [..............................] - ETA: 11:58 - loss: 38550.7496 - logits_profile_predictions_loss: 1332.8306 - logcount_predictions_loss: 816.1825 18/2377 [..............................] - ETA: 11:57 - loss: 37492.7927 - logits_profile_predictions_loss: 1331.4360 - logcount_predictions_loss: 793.0123 19/2377 [..............................] - ETA: 11:57 - loss: 36496.5688 - logits_profile_predictions_loss: 1330.5235 - logcount_predictions_loss: 771.1853 20/2377 [..............................] - ETA: 11:56 - loss: 35558.1540 - logits_profile_predictions_loss: 1330.5393 - logcount_predictions_loss: 750.6056 21/2377 [..............................] - ETA: 11:56 - loss: 34672.0546 - logits_profile_predictions_loss: 1330.3615 - logcount_predictions_loss: 731.1775 22/2377 [..............................] - ETA: 11:56 - loss: 33834.3662 - logits_profile_predictions_loss: 1330.0229 - logcount_predictions_loss: 712.8146 23/2377 [..............................] - ETA: 11:55 - loss: 33041.2675 - logits_profile_predictions_loss: 1329.4025 - logcount_predictions_loss: 695.4357 24/2377 [..............................] - ETA: 11:55 - loss: 32289.8607 - logits_profile_predictions_loss: 1328.9561 - logcount_predictions_loss: 678.9673 25/2377 [..............................] - ETA: 11:55 - loss: 31577.0293 - logits_profile_predictions_loss: 1328.6285 - logcount_predictions_loss: 663.3422 26/2377 [..............................] - ETA: 11:54 - loss: 30899.5963 - logits_profile_predictions_loss: 1328.1550 - logcount_predictions_loss: 648.4966 27/2377 [..............................] - ETA: 11:54 - loss: 30255.4686 - logits_profile_predictions_loss: 1327.9212 - logcount_predictions_loss: 634.3761 28/2377 [..............................] - ETA: 11:54 - loss: 29642.2287 - logits_profile_predictions_loss: 1327.8923 - logcount_predictions_loss: 620.9285 29/2377 [..............................] - ETA: 11:53 - loss: 29057.2970 - logits_profile_predictions_loss: 1327.6950 - logcount_predictions_loss: 608.1054 30/2377 [..............................] - ETA: 11:53 - loss: 28498.7747 - logits_profile_predictions_loss: 1327.3829 - logcount_predictions_loss: 595.8639 31/2377 [..............................] - ETA: 11:53 - loss: 27965.2625 - logits_profile_predictions_loss: 1327.2810 - logcount_predictions_loss: 584.1663 32/2377 [..............................] - ETA: 11:52 - loss: 27454.7949 - logits_profile_predictions_loss: 1327.1161 - logcount_predictions_loss: 572.9755 33/2377 [..............................] - ETA: 11:52 - loss: 26965.9239 - logits_profile_predictions_loss: 1326.9481 - logcount_predictions_loss: 562.2583 34/2377 [..............................] - ETA: 11:52 - loss: 26497.4214 - logits_profile_predictions_loss: 1326.9028 - logcount_predictions_loss: 551.9851 35/2377 [..............................] - ETA: 11:51 - loss: 26047.9104 - logits_profile_predictions_loss: 1326.8692 - logcount_predictions_loss: 542.1281 36/2377 [..............................] - ETA: 11:51 - loss: 25616.2612 - logits_profile_predictions_loss: 1326.8720 - logcount_predictions_loss: 532.6621 37/2377 [..............................] - ETA: 11:51 - loss: 25201.3176 - logits_profile_predictions_loss: 1326.8382 - logcount_predictions_loss: 523.5632 38/2377 [..............................] - ETA: 11:50 - loss: 24802.2422 - logits_profile_predictions_loss: 1326.8922 - logcount_predictions_loss: 514.8103 39/2377 [..............................] - ETA: 11:50 - loss: 24417.9910 - logits_profile_predictions_loss: 1326.9253 - logcount_predictions_loss: 506.3831 40/2377 [..............................] - ETA: 11:50 - loss: 24047.7233 - logits_profile_predictions_loss: 1326.9421 - logcount_predictions_loss: 498.2628 41/2377 [..............................] - ETA: 11:50 - loss: 23690.6295 - logits_profile_predictions_loss: 1326.9016 - logcount_predictions_loss: 490.4327 42/2377 [..............................] - ETA: 11:49 - loss: 23346.0411 - logits_profile_predictions_loss: 1326.8586 - logcount_predictions_loss: 482.8768 43/2377 [..............................] - ETA: 11:49 - loss: 23013.3342 - logits_profile_predictions_loss: 1326.8448 - logcount_predictions_loss: 475.5809 44/2377 [..............................] - ETA: 11:49 - loss: 22691.8969 - logits_profile_predictions_loss: 1326.8699 - logcount_predictions_loss: 468.5313 45/2377 [..............................] - ETA: 11:48 - loss: 22381.1064 - logits_profile_predictions_loss: 1326.9036 - logcount_predictions_loss: 461.7150 46/2377 [..............................] - ETA: 11:48 - loss: 22080.5260 - logits_profile_predictions_loss: 1327.0320 - logcount_predictions_loss: 455.1205 47/2377 [..............................] - ETA: 11:48 - loss: 21789.5502 - logits_profile_predictions_loss: 1327.1623 - logcount_predictions_loss: 448.7366 48/2377 [..............................] - ETA: 11:47 - loss: 21507.6533 - logits_profile_predictions_loss: 1327.2488 - logcount_predictions_loss: 442.5528 49/2377 [..............................] - ETA: 11:47 - loss: 21234.3601 - logits_profile_predictions_loss: 1327.2623 - logcount_predictions_loss: 436.5592 50/2377 [..............................] - ETA: 11:47 - loss: 20969.4516 - logits_profile_predictions_loss: 1327.3637 - logcount_predictions_loss: 430.7476 51/2377 [..............................] - ETA: 11:47 - loss: 20712.4066 - logits_profile_predictions_loss: 1327.4384 - logcount_predictions_loss: 425.1090 52/2377 [..............................] - ETA: 11:46 - loss: 20462.8851 - logits_profile_predictions_loss: 1327.5043 - logcount_predictions_loss: 419.6356 53/2377 [..............................] - ETA: 11:46 - loss: 20220.4930 - logits_profile_predictions_loss: 1327.5131 - logcount_predictions_loss: 414.3198 54/2377 [..............................] - ETA: 11:46 - loss: 19984.9808 - logits_profile_predictions_loss: 1327.5246 - logcount_predictions_loss: 409.1548 55/2377 [..............................] - ETA: 11:45 - loss: 19756.0042 - logits_profile_predictions_loss: 1327.5016 - logcount_predictions_loss: 404.1338 56/2377 [..............................] - ETA: 11:45 - loss: 19533.2757 - logits_profile_predictions_loss: 1327.4372 - logcount_predictions_loss: 399.2509 57/2377 [..............................] - ETA: 11:45 - loss: 19316.5235 - logits_profile_predictions_loss: 1327.3304 - logcount_predictions_loss: 394.4999 58/2377 [..............................] - ETA: 11:45 - loss: 19105.5648 - logits_profile_predictions_loss: 1327.2445 - logcount_predictions_loss: 389.8755 59/2377 [..............................] - ETA: 11:44 - loss: 18900.1438 - logits_profile_predictions_loss: 1327.1559 - logcount_predictions_loss: 385.3726 60/2377 [..............................] - ETA: 11:44 - loss: 18700.1223 - logits_profile_predictions_loss: 1327.1445 - logcount_predictions_loss: 380.9864 61/2377 [..............................] - ETA: 11:44 - loss: 18505.2065 - logits_profile_predictions_loss: 1327.1308 - logcount_predictions_loss: 376.7122 62/2377 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2358/2377 [============================>.] - ETA: 7s - loss: 2292.0709 - logits_profile_predictions_loss: 1251.4144 - logcount_predictions_loss: 22.8214 2359/2377 [============================>.] - ETA: 7s - loss: 2291.6932 - logits_profile_predictions_loss: 1251.3969 - logcount_predictions_loss: 22.8135 2360/2377 [============================>.] - ETA: 6s - loss: 2291.3157 - logits_profile_predictions_loss: 1251.3794 - logcount_predictions_loss: 22.8056 2361/2377 [============================>.] - ETA: 6s - loss: 2290.9385 - logits_profile_predictions_loss: 1251.3619 - logcount_predictions_loss: 22.7977 2362/2377 [============================>.] - ETA: 5s - loss: 2290.5617 - logits_profile_predictions_loss: 1251.3445 - logcount_predictions_loss: 22.7898 2363/2377 [============================>.] - ETA: 5s - loss: 2290.1851 - logits_profile_predictions_loss: 1251.3271 - logcount_predictions_loss: 22.7820 2364/2377 [============================>.] - ETA: 5s - loss: 2289.8087 - logits_profile_predictions_loss: 1251.3096 - logcount_predictions_loss: 22.7741 2365/2377 [============================>.] - ETA: 4s - loss: 2289.4327 - logits_profile_predictions_loss: 1251.2921 - logcount_predictions_loss: 22.7662 2366/2377 [============================>.] - ETA: 4s - loss: 2289.0569 - logits_profile_predictions_loss: 1251.2747 - logcount_predictions_loss: 22.7584 2367/2377 [============================>.] - ETA: 3s - loss: 2288.6814 - logits_profile_predictions_loss: 1251.2572 - logcount_predictions_loss: 22.7505 2368/2377 [============================>.] - ETA: 3s - loss: 2288.3061 - logits_profile_predictions_loss: 1251.2398 - logcount_predictions_loss: 22.7427 2369/2377 [============================>.] - ETA: 3s - loss: 2287.9311 - logits_profile_predictions_loss: 1251.2223 - logcount_predictions_loss: 22.7348 2370/2377 [============================>.] - ETA: 2s - loss: 2287.5564 - logits_profile_predictions_loss: 1251.2048 - logcount_predictions_loss: 22.7270 2371/2377 [============================>.] - ETA: 2s - loss: 2287.1820 - logits_profile_predictions_loss: 1251.1874 - logcount_predictions_loss: 22.7192 2372/2377 [============================>.] - ETA: 1s - loss: 2286.8078 - logits_profile_predictions_loss: 1251.1699 - logcount_predictions_loss: 22.7113 2373/2377 [============================>.] - ETA: 1s - loss: 2286.4339 - logits_profile_predictions_loss: 1251.1524 - logcount_predictions_loss: 22.7035 2374/2377 [============================>.] - ETA: 1s - loss: 2286.0602 - logits_profile_predictions_loss: 1251.1349 - logcount_predictions_loss: 22.6957 2375/2377 [============================>.] - ETA: 0s - loss: 2285.6868 - logits_profile_predictions_loss: 1251.1174 - logcount_predictions_loss: 22.6879 2376/2377 [============================>.] - ETA: 0s - loss: 2285.3136 - logits_profile_predictions_loss: 1251.0999 - logcount_predictions_loss: 22.6801 2377/2377 [==============================] - ETA: 0s - loss: 2284.9408 - logits_profile_predictions_loss: 1251.0824 - logcount_predictions_loss: 22.6723 2377/2377 [==============================] - 1255s 448ms/step - loss: 2284.5682 - logits_profile_predictions_loss: 1251.0649 - logcount_predictions_loss: 22.6645 - val_loss: 1357.1860 - val_logits_profile_predictions_loss: 1338.5094 - val_logcount_predictions_loss: 0.4096 Epoch 00001: val_loss improved from inf to 1357.18604, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 2/50 1/2377 [..............................] - ETA: 12:33 - loss: 1091.6893 - logits_profile_predictions_loss: 1062.1688 - logcount_predictions_loss: 0.6474 2/2377 [..............................] - ETA: 11:55 - loss: 1132.4114 - logits_profile_predictions_loss: 1106.0186 - logcount_predictions_loss: 0.5788 3/2377 [..............................] - ETA: 11:55 - loss: 1149.4757 - logits_profile_predictions_loss: 1124.7030 - logcount_predictions_loss: 0.5433 4/2377 [..............................] - ETA: 11:56 - loss: 1155.6792 - logits_profile_predictions_loss: 1131.9217 - logcount_predictions_loss: 0.5210 5/2377 [..............................] - ETA: 11:56 - loss: 1150.9143 - logits_profile_predictions_loss: 1127.6792 - logcount_predictions_loss: 0.5095 6/2377 [..............................] - ETA: 11:55 - loss: 1153.4988 - logits_profile_predictions_loss: 1130.6075 - logcount_predictions_loss: 0.5020 7/2377 [..............................] - ETA: 11:55 - loss: 1153.5451 - logits_profile_predictions_loss: 1130.9996 - logcount_predictions_loss: 0.4944 8/2377 [..............................] - ETA: 11:55 - loss: 1151.5142 - logits_profile_predictions_loss: 1129.2782 - logcount_predictions_loss: 0.4876 9/2377 [..............................] - ETA: 11:54 - loss: 1150.9903 - logits_profile_predictions_loss: 1129.0019 - logcount_predictions_loss: 0.4822 10/2377 [..............................] - ETA: 11:54 - loss: 1151.6543 - logits_profile_predictions_loss: 1129.7852 - logcount_predictions_loss: 0.4796 11/2377 [..............................] - ETA: 11:54 - loss: 1152.3490 - logits_profile_predictions_loss: 1130.5585 - logcount_predictions_loss: 0.4779 12/2377 [..............................] - ETA: 11:54 - loss: 1153.4074 - logits_profile_predictions_loss: 1131.6970 - logcount_predictions_loss: 0.4761 13/2377 [..............................] - ETA: 11:53 - loss: 1153.4601 - logits_profile_predictions_loss: 1131.8214 - logcount_predictions_loss: 0.4745 14/2377 [..............................] - ETA: 11:53 - loss: 1154.0376 - logits_profile_predictions_loss: 1132.4604 - logcount_predictions_loss: 0.4732 15/2377 [..............................] - ETA: 11:53 - loss: 1156.6064 - logits_profile_predictions_loss: 1135.0966 - logcount_predictions_loss: 0.4717 16/2377 [..............................] - ETA: 11:53 - loss: 1158.0751 - logits_profile_predictions_loss: 1136.6399 - logcount_predictions_loss: 0.4701 17/2377 [..............................] - ETA: 11:52 - loss: 1160.0414 - logits_profile_predictions_loss: 1138.6616 - logcount_predictions_loss: 0.4689 18/2377 [..............................] - ETA: 11:52 - loss: 1161.1468 - logits_profile_predictions_loss: 1139.8230 - logcount_predictions_loss: 0.4676 19/2377 [..............................] - ETA: 11:52 - loss: 1162.0507 - logits_profile_predictions_loss: 1140.7898 - logcount_predictions_loss: 0.4662 20/2377 [..............................] - ETA: 11:52 - loss: 1162.1491 - logits_profile_predictions_loss: 1140.9675 - logcount_predictions_loss: 0.4645 21/2377 [..............................] - ETA: 11:52 - loss: 1162.4862 - logits_profile_predictions_loss: 1141.3796 - logcount_predictions_loss: 0.4629 22/2377 [..............................] - ETA: 11:51 - loss: 1162.4253 - logits_profile_predictions_loss: 1141.3786 - logcount_predictions_loss: 0.4616 23/2377 [..............................] - ETA: 11:51 - loss: 1162.1935 - logits_profile_predictions_loss: 1141.2059 - logcount_predictions_loss: 0.4603 24/2377 [..............................] - ETA: 11:51 - loss: 1161.8800 - logits_profile_predictions_loss: 1140.9566 - logcount_predictions_loss: 0.4588 25/2377 [..............................] - ETA: 11:51 - loss: 1161.7871 - logits_profile_predictions_loss: 1140.9297 - logcount_predictions_loss: 0.4574 26/2377 [..............................] - ETA: 11:51 - loss: 1161.4588 - logits_profile_predictions_loss: 1140.6636 - logcount_predictions_loss: 0.4560 27/2377 [..............................] - ETA: 11:50 - loss: 1161.3109 - logits_profile_predictions_loss: 1140.5803 - logcount_predictions_loss: 0.4546 28/2377 [..............................] - ETA: 11:50 - loss: 1161.1848 - logits_profile_predictions_loss: 1140.5141 - logcount_predictions_loss: 0.4533 29/2377 [..............................] - ETA: 11:50 - loss: 1161.1118 - logits_profile_predictions_loss: 1140.4916 - logcount_predictions_loss: 0.4522 30/2377 [..............................] - ETA: 11:50 - loss: 1161.0665 - logits_profile_predictions_loss: 1140.4954 - logcount_predictions_loss: 0.4511 31/2377 [..............................] - ETA: 11:50 - loss: 1160.9901 - logits_profile_predictions_loss: 1140.4662 - logcount_predictions_loss: 0.4501 32/2377 [..............................] - ETA: 11:49 - loss: 1160.9786 - logits_profile_predictions_loss: 1140.4977 - logcount_predictions_loss: 0.4491 33/2377 [..............................] - ETA: 11:49 - loss: 1161.0645 - logits_profile_predictions_loss: 1140.6270 - logcount_predictions_loss: 0.4482 34/2377 [..............................] - ETA: 11:49 - loss: 1161.1019 - logits_profile_predictions_loss: 1140.7009 - logcount_predictions_loss: 0.4474 35/2377 [..............................] - ETA: 11:49 - loss: 1161.1031 - logits_profile_predictions_loss: 1140.7351 - logcount_predictions_loss: 0.4467 36/2377 [..............................] - ETA: 11:49 - loss: 1161.0612 - logits_profile_predictions_loss: 1140.7228 - logcount_predictions_loss: 0.4460 37/2377 [..............................] - ETA: 11:48 - loss: 1160.8925 - logits_profile_predictions_loss: 1140.5811 - logcount_predictions_loss: 0.4454 38/2377 [..............................] - ETA: 11:48 - loss: 1160.6819 - logits_profile_predictions_loss: 1140.3936 - logcount_predictions_loss: 0.4449 39/2377 [..............................] - ETA: 11:48 - loss: 1160.5683 - logits_profile_predictions_loss: 1140.3032 - logcount_predictions_loss: 0.4444 40/2377 [..............................] - ETA: 11:48 - loss: 1160.4438 - logits_profile_predictions_loss: 1140.1978 - logcount_predictions_loss: 0.4440 41/2377 [..............................] - ETA: 11:47 - loss: 1160.3670 - logits_profile_predictions_loss: 1140.1379 - logcount_predictions_loss: 0.4436 42/2377 [..............................] - ETA: 11:47 - loss: 1160.4118 - logits_profile_predictions_loss: 1140.2011 - 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logcount_predictions_loss: 0.4378 56/2377 [..............................] - ETA: 11:43 - loss: 1160.7178 - logits_profile_predictions_loss: 1140.7683 - logcount_predictions_loss: 0.4375 57/2377 [..............................] - ETA: 11:43 - loss: 1160.6991 - logits_profile_predictions_loss: 1140.7646 - logcount_predictions_loss: 0.4372 58/2377 [..............................] - ETA: 11:43 - loss: 1160.6815 - logits_profile_predictions_loss: 1140.7627 - logcount_predictions_loss: 0.4368 59/2377 [..............................] - ETA: 11:43 - loss: 1160.6988 - logits_profile_predictions_loss: 1140.7962 - logcount_predictions_loss: 0.4365 60/2377 [..............................] - ETA: 11:42 - loss: 1160.7079 - logits_profile_predictions_loss: 1140.8197 - logcount_predictions_loss: 0.4361 61/2377 [..............................] - ETA: 11:42 - loss: 1160.7241 - logits_profile_predictions_loss: 1140.8478 - logcount_predictions_loss: 0.4359 62/2377 [..............................] - ETA: 11:42 - loss: 1160.8189 - logits_profile_predictions_loss: 1140.9543 - logcount_predictions_loss: 0.4356 63/2377 [..............................] - ETA: 11:42 - loss: 1160.9022 - logits_profile_predictions_loss: 1141.0497 - logcount_predictions_loss: 0.4354 64/2377 [..............................] - ETA: 11:41 - loss: 1161.0175 - logits_profile_predictions_loss: 1141.1774 - logcount_predictions_loss: 0.4351 65/2377 [..............................] - ETA: 11:41 - loss: 1161.1383 - logits_profile_predictions_loss: 1141.3102 - logcount_predictions_loss: 0.4348 66/2377 [..............................] - ETA: 11:41 - loss: 1161.3005 - logits_profile_predictions_loss: 1141.4828 - logcount_predictions_loss: 0.4346 67/2377 [..............................] - ETA: 11:40 - loss: 1161.4537 - logits_profile_predictions_loss: 1141.6462 - logcount_predictions_loss: 0.4344 68/2377 [..............................] - ETA: 11:40 - loss: 1161.6042 - logits_profile_predictions_loss: 1141.8050 - 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11:38 - loss: 1162.4300 - logits_profile_predictions_loss: 1142.6497 - logcount_predictions_loss: 0.4338 76/2377 [..............................] - ETA: 11:38 - loss: 1162.5420 - logits_profile_predictions_loss: 1142.7606 - logcount_predictions_loss: 0.4338 77/2377 [..............................] - ETA: 11:38 - loss: 1162.6678 - logits_profile_predictions_loss: 1142.8834 - logcount_predictions_loss: 0.4339 78/2377 [..............................] - ETA: 11:37 - loss: 1162.7812 - logits_profile_predictions_loss: 1142.9935 - logcount_predictions_loss: 0.4339 79/2377 [..............................] - ETA: 11:37 - loss: 1162.9063 - logits_profile_predictions_loss: 1143.1163 - logcount_predictions_loss: 0.4340 80/2377 [>.............................] - ETA: 11:37 - loss: 1163.0561 - logits_profile_predictions_loss: 1143.2624 - logcount_predictions_loss: 0.4341 81/2377 [>.............................] - ETA: 11:37 - loss: 1163.2235 - logits_profile_predictions_loss: 1143.4242 - 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logcount_predictions_loss: 0.4346 2374/2377 [============================>.] - ETA: 0s - loss: 1171.5148 - logits_profile_predictions_loss: 1151.6989 - logcount_predictions_loss: 0.4346 2375/2377 [============================>.] - ETA: 0s - loss: 1171.5113 - logits_profile_predictions_loss: 1151.6958 - logcount_predictions_loss: 0.4346 2376/2377 [============================>.] - ETA: 0s - loss: 1171.5079 - logits_profile_predictions_loss: 1151.6927 - logcount_predictions_loss: 0.4346 2377/2377 [==============================] - ETA: 0s - loss: 1171.5045 - logits_profile_predictions_loss: 1151.6896 - logcount_predictions_loss: 0.4346 2377/2377 [==============================] - 766s 322ms/step - loss: 1171.5011 - logits_profile_predictions_loss: 1151.6865 - logcount_predictions_loss: 0.4345 - val_loss: 1318.0294 - val_logits_profile_predictions_loss: 1298.8727 - val_logcount_predictions_loss: 0.4201 Epoch 00002: val_loss improved from 1357.18604 to 1318.02942, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 3/50 1/2377 [..............................] - ETA: 12:29 - loss: 1087.4183 - logits_profile_predictions_loss: 1068.1147 - logcount_predictions_loss: 0.4233 2/2377 [..............................] - ETA: 12:02 - loss: 1094.3464 - logits_profile_predictions_loss: 1072.7076 - logcount_predictions_loss: 0.4745 3/2377 [..............................] - ETA: 12:02 - loss: 1098.9438 - logits_profile_predictions_loss: 1076.6740 - logcount_predictions_loss: 0.4884 4/2377 [..............................] - ETA: 12:03 - loss: 1089.5072 - logits_profile_predictions_loss: 1067.0822 - logcount_predictions_loss: 0.4918 5/2377 [..............................] - ETA: 12:02 - loss: 1087.3740 - logits_profile_predictions_loss: 1065.1651 - logcount_predictions_loss: 0.4870 6/2377 [..............................] - ETA: 12:02 - loss: 1089.0011 - logits_profile_predictions_loss: 1066.9896 - logcount_predictions_loss: 0.4827 7/2377 [..............................] - ETA: 12:02 - loss: 1093.4683 - logits_profile_predictions_loss: 1071.6324 - logcount_predictions_loss: 0.4789 8/2377 [..............................] - ETA: 12:02 - loss: 1095.3359 - logits_profile_predictions_loss: 1073.7130 - logcount_predictions_loss: 0.4742 9/2377 [..............................] - ETA: 12:01 - loss: 1095.4613 - logits_profile_predictions_loss: 1074.0473 - logcount_predictions_loss: 0.4696 10/2377 [..............................] - ETA: 12:01 - loss: 1097.1015 - logits_profile_predictions_loss: 1075.9208 - logcount_predictions_loss: 0.4645 11/2377 [..............................] - ETA: 12:01 - loss: 1098.8479 - logits_profile_predictions_loss: 1077.9054 - logcount_predictions_loss: 0.4593 12/2377 [..............................] - ETA: 12:00 - loss: 1101.1613 - logits_profile_predictions_loss: 1080.3793 - logcount_predictions_loss: 0.4557 13/2377 [..............................] - ETA: 12:00 - loss: 1102.4931 - logits_profile_predictions_loss: 1081.8271 - logcount_predictions_loss: 0.4532 14/2377 [..............................] - ETA: 12:00 - loss: 1103.8613 - logits_profile_predictions_loss: 1083.2836 - logcount_predictions_loss: 0.4513 15/2377 [..............................] - ETA: 12:00 - loss: 1105.0975 - logits_profile_predictions_loss: 1084.6191 - logcount_predictions_loss: 0.4491 16/2377 [..............................] - ETA: 11:59 - loss: 1105.9737 - logits_profile_predictions_loss: 1085.5922 - logcount_predictions_loss: 0.4470 17/2377 [..............................] - ETA: 11:59 - loss: 1106.7037 - logits_profile_predictions_loss: 1086.4141 - logcount_predictions_loss: 0.4449 18/2377 [..............................] - ETA: 11:59 - loss: 1107.5773 - logits_profile_predictions_loss: 1087.3775 - logcount_predictions_loss: 0.4430 19/2377 [..............................] - ETA: 11:59 - loss: 1107.8802 - logits_profile_predictions_loss: 1087.7699 - logcount_predictions_loss: 0.4410 20/2377 [..............................] - ETA: 11:58 - loss: 1107.9525 - logits_profile_predictions_loss: 1087.9194 - logcount_predictions_loss: 0.4393 21/2377 [..............................] - ETA: 11:58 - loss: 1108.2312 - logits_profile_predictions_loss: 1088.2668 - logcount_predictions_loss: 0.4378 22/2377 [..............................] - ETA: 11:58 - loss: 1108.4708 - logits_profile_predictions_loss: 1088.5776 - logcount_predictions_loss: 0.4363 23/2377 [..............................] - ETA: 11:57 - loss: 1108.8891 - logits_profile_predictions_loss: 1089.0674 - logcount_predictions_loss: 0.4347 24/2377 [..............................] - ETA: 11:57 - loss: 1109.5685 - logits_profile_predictions_loss: 1089.8124 - logcount_predictions_loss: 0.4332 25/2377 [..............................] - ETA: 11:57 - loss: 1110.0650 - logits_profile_predictions_loss: 1090.3672 - logcount_predictions_loss: 0.4320 26/2377 [..............................] - ETA: 11:56 - loss: 1110.4768 - logits_profile_predictions_loss: 1090.8316 - logcount_predictions_loss: 0.4308 27/2377 [..............................] - ETA: 11:56 - loss: 1110.8311 - logits_profile_predictions_loss: 1091.2349 - logcount_predictions_loss: 0.4297 28/2377 [..............................] - ETA: 11:56 - loss: 1111.1134 - logits_profile_predictions_loss: 1091.5666 - logcount_predictions_loss: 0.4287 29/2377 [..............................] - ETA: 11:55 - loss: 1111.5570 - logits_profile_predictions_loss: 1092.0606 - logcount_predictions_loss: 0.4276 30/2377 [..............................] - ETA: 11:55 - loss: 1112.0622 - logits_profile_predictions_loss: 1092.6182 - logcount_predictions_loss: 0.4264 31/2377 [..............................] - ETA: 11:55 - loss: 1112.6239 - logits_profile_predictions_loss: 1093.2333 - logcount_predictions_loss: 0.4252 32/2377 [..............................] - ETA: 11:55 - loss: 1113.0619 - logits_profile_predictions_loss: 1093.7217 - logcount_predictions_loss: 0.4241 33/2377 [..............................] - ETA: 11:54 - loss: 1113.3853 - logits_profile_predictions_loss: 1094.0915 - logcount_predictions_loss: 0.4231 34/2377 [..............................] - ETA: 11:54 - loss: 1113.8162 - logits_profile_predictions_loss: 1094.5637 - logcount_predictions_loss: 0.4222 35/2377 [..............................] - ETA: 11:54 - loss: 1114.4243 - logits_profile_predictions_loss: 1095.2086 - logcount_predictions_loss: 0.4214 36/2377 [..............................] - ETA: 11:53 - loss: 1115.0362 - logits_profile_predictions_loss: 1095.8589 - logcount_predictions_loss: 0.4206 37/2377 [..............................] - ETA: 11:53 - loss: 1115.6371 - logits_profile_predictions_loss: 1096.4908 - logcount_predictions_loss: 0.4199 38/2377 [..............................] - ETA: 11:53 - loss: 1116.2304 - logits_profile_predictions_loss: 1097.1153 - logcount_predictions_loss: 0.4192 39/2377 [..............................] - ETA: 11:52 - loss: 1116.7702 - logits_profile_predictions_loss: 1097.6821 - logcount_predictions_loss: 0.4186 40/2377 [..............................] - ETA: 11:52 - loss: 1117.2329 - logits_profile_predictions_loss: 1098.1711 - logcount_predictions_loss: 0.4180 41/2377 [..............................] - ETA: 11:52 - loss: 1117.6577 - logits_profile_predictions_loss: 1098.6165 - logcount_predictions_loss: 0.4176 42/2377 [..............................] - ETA: 11:52 - loss: 1118.0432 - logits_profile_predictions_loss: 1099.0211 - logcount_predictions_loss: 0.4172 43/2377 [..............................] - ETA: 11:51 - loss: 1118.5186 - logits_profile_predictions_loss: 1099.5139 - logcount_predictions_loss: 0.4168 44/2377 [..............................] - ETA: 11:51 - loss: 1118.9670 - logits_profile_predictions_loss: 1099.9789 - logcount_predictions_loss: 0.4164 45/2377 [..............................] - ETA: 11:51 - loss: 1119.3437 - logits_profile_predictions_loss: 1100.3684 - logcount_predictions_loss: 0.4161 46/2377 [..............................] - ETA: 11:50 - loss: 1119.7071 - logits_profile_predictions_loss: 1100.7448 - logcount_predictions_loss: 0.4158 47/2377 [..............................] - ETA: 11:50 - loss: 1120.0183 - logits_profile_predictions_loss: 1101.0712 - logcount_predictions_loss: 0.4155 48/2377 [..............................] - ETA: 11:50 - loss: 1120.2876 - logits_profile_predictions_loss: 1101.3538 - logcount_predictions_loss: 0.4152 49/2377 [..............................] - ETA: 11:49 - loss: 1120.5544 - logits_profile_predictions_loss: 1101.6323 - logcount_predictions_loss: 0.4150 50/2377 [..............................] - ETA: 11:49 - loss: 1120.8187 - logits_profile_predictions_loss: 1101.9097 - logcount_predictions_loss: 0.4147 51/2377 [..............................] - ETA: 11:49 - loss: 1121.0870 - logits_profile_predictions_loss: 1102.1915 - logcount_predictions_loss: 0.4144 52/2377 [..............................] - ETA: 11:49 - loss: 1121.3546 - logits_profile_predictions_loss: 1102.4683 - logcount_predictions_loss: 0.4142 53/2377 [..............................] - ETA: 11:48 - loss: 1121.6844 - logits_profile_predictions_loss: 1102.8080 - logcount_predictions_loss: 0.4140 54/2377 [..............................] - ETA: 11:48 - loss: 1121.9857 - logits_profile_predictions_loss: 1103.1184 - logcount_predictions_loss: 0.4138 55/2377 [..............................] - ETA: 11:48 - loss: 1122.3031 - logits_profile_predictions_loss: 1103.4444 - logcount_predictions_loss: 0.4136 56/2377 [..............................] - ETA: 11:47 - loss: 1122.6864 - logits_profile_predictions_loss: 1103.8352 - logcount_predictions_loss: 0.4134 57/2377 [..............................] - ETA: 11:47 - loss: 1123.0115 - logits_profile_predictions_loss: 1104.1678 - logcount_predictions_loss: 0.4132 58/2377 [..............................] - ETA: 11:47 - loss: 1123.2629 - logits_profile_predictions_loss: 1104.4262 - logcount_predictions_loss: 0.4131 59/2377 [..............................] - ETA: 11:47 - loss: 1123.5069 - logits_profile_predictions_loss: 1104.6775 - logcount_predictions_loss: 0.4129 60/2377 [..............................] - ETA: 11:46 - loss: 1123.7376 - logits_profile_predictions_loss: 1104.9163 - logcount_predictions_loss: 0.4127 61/2377 [..............................] - ETA: 11:46 - loss: 1123.9621 - logits_profile_predictions_loss: 1105.1495 - logcount_predictions_loss: 0.4126 62/2377 [..............................] - ETA: 11:46 - loss: 1124.1883 - logits_profile_predictions_loss: 1105.3833 - logcount_predictions_loss: 0.4124 63/2377 [..............................] - ETA: 11:45 - loss: 1124.3922 - logits_profile_predictions_loss: 1105.5948 - logcount_predictions_loss: 0.4122 64/2377 [..............................] - ETA: 11:45 - loss: 1124.5840 - logits_profile_predictions_loss: 1105.7955 - logcount_predictions_loss: 0.4120 65/2377 [..............................] - ETA: 11:45 - loss: 1124.7514 - logits_profile_predictions_loss: 1105.9724 - logcount_predictions_loss: 0.4118 66/2377 [..............................] - ETA: 11:45 - loss: 1124.9133 - logits_profile_predictions_loss: 1106.1424 - logcount_predictions_loss: 0.4116 67/2377 [..............................] - ETA: 11:44 - loss: 1125.0715 - logits_profile_predictions_loss: 1106.3086 - logcount_predictions_loss: 0.4115 68/2377 [..............................] - ETA: 11:44 - loss: 1125.2377 - logits_profile_predictions_loss: 1106.4826 - logcount_predictions_loss: 0.4113 69/2377 [..............................] - ETA: 11:44 - loss: 1125.4070 - logits_profile_predictions_loss: 1106.6596 - logcount_predictions_loss: 0.4111 70/2377 [..............................] - ETA: 11:43 - loss: 1125.5757 - logits_profile_predictions_loss: 1106.8362 - logcount_predictions_loss: 0.4110 71/2377 [..............................] - ETA: 11:43 - loss: 1125.7978 - logits_profile_predictions_loss: 1107.0652 - logcount_predictions_loss: 0.4108 72/2377 [..............................] - ETA: 11:43 - loss: 1126.0005 - logits_profile_predictions_loss: 1107.2750 - logcount_predictions_loss: 0.4106 73/2377 [..............................] - ETA: 11:42 - loss: 1126.2199 - logits_profile_predictions_loss: 1107.5017 - logcount_predictions_loss: 0.4105 74/2377 [..............................] - ETA: 11:42 - loss: 1126.4412 - logits_profile_predictions_loss: 1107.7303 - logcount_predictions_loss: 0.4103 75/2377 [..............................] - ETA: 11:42 - loss: 1126.6722 - logits_profile_predictions_loss: 1107.9677 - logcount_predictions_loss: 0.4102 76/2377 [..............................] - ETA: 11:42 - loss: 1126.8744 - logits_profile_predictions_loss: 1108.1772 - logcount_predictions_loss: 0.4100 77/2377 [..............................] - ETA: 11:41 - loss: 1127.0739 - logits_profile_predictions_loss: 1108.3838 - logcount_predictions_loss: 0.4099 78/2377 [..............................] - ETA: 11:41 - loss: 1127.3279 - logits_profile_predictions_loss: 1108.6444 - logcount_predictions_loss: 0.4097 79/2377 [..............................] - ETA: 11:41 - loss: 1127.5582 - logits_profile_predictions_loss: 1108.8810 - logcount_predictions_loss: 0.4096 80/2377 [>.............................] - ETA: 11:40 - loss: 1127.7653 - logits_profile_predictions_loss: 1109.0948 - logcount_predictions_loss: 0.4094 81/2377 [>.............................] - ETA: 11:40 - loss: 1127.9593 - logits_profile_predictions_loss: 1109.2957 - logcount_predictions_loss: 0.4093 82/2377 [>.............................] - ETA: 11:40 - loss: 1128.1423 - logits_profile_predictions_loss: 1109.4854 - logcount_predictions_loss: 0.4091 83/2377 [>.............................] - ETA: 11:40 - loss: 1128.3120 - logits_profile_predictions_loss: 1109.6622 - logcount_predictions_loss: 0.4090 84/2377 [>.............................] - ETA: 11:39 - loss: 1128.4841 - logits_profile_predictions_loss: 1109.8414 - logcount_predictions_loss: 0.4088 85/2377 [>.............................] - ETA: 11:39 - loss: 1128.6567 - logits_profile_predictions_loss: 1110.0209 - logcount_predictions_loss: 0.4087 86/2377 [>.............................] - ETA: 11:39 - loss: 1128.8274 - logits_profile_predictions_loss: 1110.1977 - logcount_predictions_loss: 0.4085 87/2377 [>.............................] - ETA: 11:38 - loss: 1128.9932 - logits_profile_predictions_loss: 1110.3698 - logcount_predictions_loss: 0.4084 88/2377 [>.............................] - ETA: 11:38 - loss: 1129.1677 - logits_profile_predictions_loss: 1110.5507 - logcount_predictions_loss: 0.4083 89/2377 [>.............................] - ETA: 11:38 - loss: 1129.3314 - logits_profile_predictions_loss: 1110.7213 - logcount_predictions_loss: 0.4081 90/2377 [>.............................] - ETA: 11:37 - loss: 1129.4901 - logits_profile_predictions_loss: 1110.8873 - logcount_predictions_loss: 0.4080 91/2377 [>.............................] - ETA: 11:37 - loss: 1129.6397 - logits_profile_predictions_loss: 1111.0439 - logcount_predictions_loss: 0.4078 92/2377 [>.............................] - ETA: 11:37 - loss: 1129.7940 - logits_profile_predictions_loss: 1111.2050 - logcount_predictions_loss: 0.4077 93/2377 [>.............................] - ETA: 11:37 - loss: 1129.9371 - logits_profile_predictions_loss: 1111.3547 - logcount_predictions_loss: 0.4075 94/2377 [>.............................] - ETA: 11:36 - loss: 1130.0778 - logits_profile_predictions_loss: 1111.5023 - logcount_predictions_loss: 0.4074 95/2377 [>.............................] - ETA: 11:36 - loss: 1130.1970 - logits_profile_predictions_loss: 1111.6275 - logcount_predictions_loss: 0.4072 96/2377 [>.............................] - ETA: 11:36 - loss: 1130.3215 - logits_profile_predictions_loss: 1111.7578 - logcount_predictions_loss: 0.4071 97/2377 [>.............................] - ETA: 11:36 - loss: 1130.4337 - logits_profile_predictions_loss: 1111.8754 - logcount_predictions_loss: 0.4070 98/2377 [>.............................] - ETA: 11:35 - loss: 1130.5557 - logits_profile_predictions_loss: 1112.0025 - logcount_predictions_loss: 0.4069 99/2377 [>.............................] - ETA: 11:35 - loss: 1130.6651 - logits_profile_predictions_loss: 1112.1169 - logcount_predictions_loss: 0.4068 100/2377 [>.............................] - ETA: 11:35 - loss: 1130.7640 - logits_profile_predictions_loss: 1112.2210 - logcount_predictions_loss: 0.4066 101/2377 [>.............................] - ETA: 11:34 - loss: 1130.8586 - logits_profile_predictions_loss: 1112.3208 - logcount_predictions_loss: 0.4065 102/2377 [>.............................] - ETA: 11:34 - loss: 1130.9444 - logits_profile_predictions_loss: 1112.4121 - logcount_predictions_loss: 0.4064 103/2377 [>.............................] - ETA: 11:34 - loss: 1131.0507 - logits_profile_predictions_loss: 1112.5243 - logcount_predictions_loss: 0.4063 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logits_profile_predictions_loss: 1113.1336 - logcount_predictions_loss: 0.4055 111/2377 [>.............................] - ETA: 11:31 - loss: 1131.6951 - logits_profile_predictions_loss: 1113.2078 - logcount_predictions_loss: 0.4054 112/2377 [>.............................] - ETA: 11:31 - loss: 1131.7616 - logits_profile_predictions_loss: 1113.2783 - logcount_predictions_loss: 0.4053 113/2377 [>.............................] - ETA: 11:31 - loss: 1131.8292 - logits_profile_predictions_loss: 1113.3498 - logcount_predictions_loss: 0.4052 114/2377 [>.............................] - ETA: 11:30 - loss: 1131.8879 - logits_profile_predictions_loss: 1113.4121 - logcount_predictions_loss: 0.4052 115/2377 [>.............................] - ETA: 11:30 - loss: 1131.9314 - logits_profile_predictions_loss: 1113.4591 - logcount_predictions_loss: 0.4051 116/2377 [>.............................] - ETA: 11:30 - loss: 1131.9822 - logits_profile_predictions_loss: 1113.5137 - logcount_predictions_loss: 0.4050 117/2377 [>.............................] - ETA: 11:30 - loss: 1132.0250 - logits_profile_predictions_loss: 1113.5604 - logcount_predictions_loss: 0.4049 118/2377 [>.............................] - ETA: 11:29 - loss: 1132.0790 - logits_profile_predictions_loss: 1113.6188 - logcount_predictions_loss: 0.4048 119/2377 [>.............................] - ETA: 11:29 - loss: 1132.1319 - logits_profile_predictions_loss: 1113.6760 - logcount_predictions_loss: 0.4047 120/2377 [>.............................] - ETA: 11:29 - loss: 1132.1881 - logits_profile_predictions_loss: 1113.7371 - logcount_predictions_loss: 0.4046 121/2377 [>.............................] - ETA: 11:28 - loss: 1132.2484 - logits_profile_predictions_loss: 1113.8024 - logcount_predictions_loss: 0.4045 122/2377 [>.............................] - ETA: 11:28 - loss: 1132.3122 - logits_profile_predictions_loss: 1113.8715 - logcount_predictions_loss: 0.4044 123/2377 [>.............................] - ETA: 11:28 - loss: 1132.3844 - logits_profile_predictions_loss: 1113.9487 - logcount_predictions_loss: 0.4043 124/2377 [>.............................] - ETA: 11:27 - loss: 1132.4625 - logits_profile_predictions_loss: 1114.0314 - logcount_predictions_loss: 0.4042 125/2377 [>.............................] - ETA: 11:27 - loss: 1132.5448 - logits_profile_predictions_loss: 1114.1179 - logcount_predictions_loss: 0.4041 126/2377 [>.............................] - ETA: 11:27 - loss: 1132.6220 - logits_profile_predictions_loss: 1114.1995 - logcount_predictions_loss: 0.4040 127/2377 [>.............................] - ETA: 11:27 - loss: 1132.6964 - logits_profile_predictions_loss: 1114.2784 - logcount_predictions_loss: 0.4039 128/2377 [>.............................] - ETA: 11:26 - loss: 1132.7726 - logits_profile_predictions_loss: 1114.3592 - logcount_predictions_loss: 0.4038 129/2377 [>.............................] - ETA: 11:26 - loss: 1132.8510 - logits_profile_predictions_loss: 1114.4421 - 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logcount_predictions_loss: 0.3901 2364/2377 [============================>.] - ETA: 3s - loss: 1144.6679 - logits_profile_predictions_loss: 1126.8770 - logcount_predictions_loss: 0.3901 2365/2377 [============================>.] - ETA: 3s - loss: 1144.6682 - logits_profile_predictions_loss: 1126.8774 - logcount_predictions_loss: 0.3901 2366/2377 [============================>.] - ETA: 3s - loss: 1144.6685 - logits_profile_predictions_loss: 1126.8778 - logcount_predictions_loss: 0.3901 2367/2377 [============================>.] - ETA: 3s - loss: 1144.6689 - logits_profile_predictions_loss: 1126.8782 - logcount_predictions_loss: 0.3901 2368/2377 [============================>.] - ETA: 2s - loss: 1144.6692 - logits_profile_predictions_loss: 1126.8786 - logcount_predictions_loss: 0.3901 2369/2377 [============================>.] - ETA: 2s - loss: 1144.6696 - logits_profile_predictions_loss: 1126.8791 - logcount_predictions_loss: 0.3901 2370/2377 [============================>.] - ETA: 2s - 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logcount_predictions_loss: 0.3901 2377/2377 [==============================] - ETA: 0s - loss: 1144.6724 - logits_profile_predictions_loss: 1126.8825 - logcount_predictions_loss: 0.3901 2377/2377 [==============================] - 766s 322ms/step - loss: 1144.6728 - logits_profile_predictions_loss: 1126.8830 - logcount_predictions_loss: 0.3901 - val_loss: 1313.8837 - val_logits_profile_predictions_loss: 1297.8929 - val_logcount_predictions_loss: 0.3507 Epoch 00003: val_loss improved from 1318.02942 to 1313.88367, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 4/50 1/2377 [..............................] - ETA: 12:32 - loss: 1049.4636 - logits_profile_predictions_loss: 1035.8628 - logcount_predictions_loss: 0.2983 2/2377 [..............................] - ETA: 12:00 - loss: 1053.1617 - logits_profile_predictions_loss: 1040.1827 - logcount_predictions_loss: 0.2846 3/2377 [..............................] - ETA: 12:01 - loss: 1063.2786 - logits_profile_predictions_loss: 1050.1015 - logcount_predictions_loss: 0.2890 4/2377 [..............................] - ETA: 12:03 - loss: 1065.3143 - logits_profile_predictions_loss: 1052.0526 - logcount_predictions_loss: 0.2908 5/2377 [..............................] - ETA: 12:02 - loss: 1070.6578 - logits_profile_predictions_loss: 1057.0855 - logcount_predictions_loss: 0.2976 6/2377 [..............................] - ETA: 12:02 - loss: 1074.6068 - logits_profile_predictions_loss: 1060.8209 - logcount_predictions_loss: 0.3023 7/2377 [..............................] - ETA: 12:02 - loss: 1077.1873 - logits_profile_predictions_loss: 1063.2504 - logcount_predictions_loss: 0.3056 8/2377 [..............................] - ETA: 12:02 - loss: 1080.6027 - logits_profile_predictions_loss: 1066.5549 - logcount_predictions_loss: 0.3081 9/2377 [..............................] - ETA: 12:01 - loss: 1081.1273 - logits_profile_predictions_loss: 1066.9334 - logcount_predictions_loss: 0.3113 10/2377 [..............................] - ETA: 12:01 - loss: 1081.9031 - logits_profile_predictions_loss: 1067.5031 - logcount_predictions_loss: 0.3158 11/2377 [..............................] - ETA: 12:01 - loss: 1082.5368 - logits_profile_predictions_loss: 1067.9718 - logcount_predictions_loss: 0.3194 12/2377 [..............................] - ETA: 12:00 - loss: 1083.0126 - logits_profile_predictions_loss: 1068.3305 - logcount_predictions_loss: 0.3220 13/2377 [..............................] - ETA: 12:00 - loss: 1083.2523 - logits_profile_predictions_loss: 1068.4626 - logcount_predictions_loss: 0.3243 14/2377 [..............................] - ETA: 12:00 - loss: 1083.2023 - logits_profile_predictions_loss: 1068.3344 - logcount_predictions_loss: 0.3261 15/2377 [..............................] - ETA: 11:59 - loss: 1083.6257 - logits_profile_predictions_loss: 1068.6588 - logcount_predictions_loss: 0.3282 16/2377 [..............................] - ETA: 11:59 - loss: 1084.3736 - logits_profile_predictions_loss: 1069.3277 - logcount_predictions_loss: 0.3300 17/2377 [..............................] - ETA: 11:59 - loss: 1084.8771 - logits_profile_predictions_loss: 1069.7542 - logcount_predictions_loss: 0.3316 18/2377 [..............................] - ETA: 11:59 - loss: 1085.4077 - logits_profile_predictions_loss: 1070.2227 - logcount_predictions_loss: 0.3330 19/2377 [..............................] - ETA: 11:58 - loss: 1086.1428 - logits_profile_predictions_loss: 1070.9034 - logcount_predictions_loss: 0.3342 20/2377 [..............................] - ETA: 11:58 - loss: 1087.3190 - logits_profile_predictions_loss: 1072.0275 - logcount_predictions_loss: 0.3353 21/2377 [..............................] - ETA: 11:58 - loss: 1088.7425 - logits_profile_predictions_loss: 1073.4074 - logcount_predictions_loss: 0.3363 22/2377 [..............................] - ETA: 11:58 - loss: 1090.0352 - 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29/2377 [..............................] - ETA: 11:55 - loss: 1096.4896 - logits_profile_predictions_loss: 1080.9524 - logcount_predictions_loss: 0.3407 30/2377 [..............................] - ETA: 11:55 - loss: 1097.2532 - logits_profile_predictions_loss: 1081.6983 - logcount_predictions_loss: 0.3411 31/2377 [..............................] - ETA: 11:55 - loss: 1098.0067 - logits_profile_predictions_loss: 1082.4343 - logcount_predictions_loss: 0.3415 32/2377 [..............................] - ETA: 11:55 - loss: 1098.6225 - logits_profile_predictions_loss: 1083.0366 - logcount_predictions_loss: 0.3418 33/2377 [..............................] - ETA: 11:54 - loss: 1099.1627 - logits_profile_predictions_loss: 1083.5603 - logcount_predictions_loss: 0.3422 34/2377 [..............................] - ETA: 11:54 - loss: 1099.6698 - logits_profile_predictions_loss: 1084.0493 - logcount_predictions_loss: 0.3426 35/2377 [..............................] - ETA: 11:54 - loss: 1100.1805 - 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[===>..........................] - ETA: 10:15 - loss: 1129.2011 - logits_profile_predictions_loss: 1112.2516 - logcount_predictions_loss: 0.3717 365/2377 [===>..........................] - ETA: 10:15 - loss: 1129.2013 - logits_profile_predictions_loss: 1112.2522 - logcount_predictions_loss: 0.3717 366/2377 [===>..........................] - ETA: 10:15 - loss: 1129.2012 - logits_profile_predictions_loss: 1112.2525 - logcount_predictions_loss: 0.3717 367/2377 [===>..........................] - ETA: 10:14 - loss: 1129.2015 - logits_profile_predictions_loss: 1112.2531 - logcount_predictions_loss: 0.3717 368/2377 [===>..........................] - ETA: 10:14 - loss: 1129.2011 - logits_profile_predictions_loss: 1112.2531 - logcount_predictions_loss: 0.3717 369/2377 [===>..........................] - ETA: 10:14 - loss: 1129.2011 - logits_profile_predictions_loss: 1112.2534 - logcount_predictions_loss: 0.3717 370/2377 [===>..........................] - ETA: 10:13 - loss: 1129.2007 - logits_profile_predictions_loss: 1112.2534 - logcount_predictions_loss: 0.3716 371/2377 [===>..........................] - ETA: 10:13 - loss: 1129.1988 - logits_profile_predictions_loss: 1112.2518 - logcount_predictions_loss: 0.3716 372/2377 [===>..........................] - ETA: 10:13 - loss: 1129.1986 - logits_profile_predictions_loss: 1112.2520 - logcount_predictions_loss: 0.3716 373/2377 [===>..........................] - ETA: 10:12 - loss: 1129.1982 - logits_profile_predictions_loss: 1112.2518 - logcount_predictions_loss: 0.3716 374/2377 [===>..........................] - ETA: 10:12 - loss: 1129.1982 - logits_profile_predictions_loss: 1112.2521 - logcount_predictions_loss: 0.3716 375/2377 [===>..........................] - ETA: 10:12 - loss: 1129.1979 - logits_profile_predictions_loss: 1112.2520 - logcount_predictions_loss: 0.3716 376/2377 [===>..........................] - ETA: 10:11 - loss: 1129.1983 - logits_profile_predictions_loss: 1112.2527 - logcount_predictions_loss: 0.3716 377/2377 [===>..........................] - ETA: 10:11 - loss: 1129.1993 - logits_profile_predictions_loss: 1112.2538 - logcount_predictions_loss: 0.3716 378/2377 [===>..........................] - ETA: 10:11 - loss: 1129.2004 - logits_profile_predictions_loss: 1112.2550 - logcount_predictions_loss: 0.3716 379/2377 [===>..........................] - ETA: 10:11 - loss: 1129.2004 - logits_profile_predictions_loss: 1112.2552 - logcount_predictions_loss: 0.3716 380/2377 [===>..........................] - ETA: 10:10 - loss: 1129.2002 - logits_profile_predictions_loss: 1112.2553 - logcount_predictions_loss: 0.3716 381/2377 [===>..........................] - ETA: 10:10 - loss: 1129.1993 - logits_profile_predictions_loss: 1112.2545 - logcount_predictions_loss: 0.3716 382/2377 [===>..........................] - ETA: 10:10 - loss: 1129.1988 - logits_profile_predictions_loss: 1112.2542 - logcount_predictions_loss: 0.3716 383/2377 [===>..........................] - ETA: 10:09 - loss: 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logcount_predictions_loss: 0.3716 390/2377 [===>..........................] - ETA: 10:07 - loss: 1129.1785 - logits_profile_predictions_loss: 1112.2357 - logcount_predictions_loss: 0.3715 391/2377 [===>..........................] - ETA: 10:07 - loss: 1129.1741 - logits_profile_predictions_loss: 1112.2315 - logcount_predictions_loss: 0.3715 392/2377 [===>..........................] - ETA: 10:07 - loss: 1129.1702 - logits_profile_predictions_loss: 1112.2277 - logcount_predictions_loss: 0.3715 393/2377 [===>..........................] - ETA: 10:06 - loss: 1129.1653 - logits_profile_predictions_loss: 1112.2230 - logcount_predictions_loss: 0.3715 394/2377 [===>..........................] - ETA: 10:06 - loss: 1129.1606 - logits_profile_predictions_loss: 1112.2185 - logcount_predictions_loss: 0.3715 395/2377 [===>..........................] - ETA: 10:06 - loss: 1129.1556 - logits_profile_predictions_loss: 1112.2137 - logcount_predictions_loss: 0.3715 396/2377 [===>..........................] - ETA: 10:05 - loss: 1129.1512 - logits_profile_predictions_loss: 1112.2095 - logcount_predictions_loss: 0.3715 397/2377 [====>.........................] - ETA: 10:05 - loss: 1129.1468 - logits_profile_predictions_loss: 1112.2053 - logcount_predictions_loss: 0.3715 398/2377 [====>.........................] - ETA: 10:05 - loss: 1129.1417 - logits_profile_predictions_loss: 1112.2004 - logcount_predictions_loss: 0.3715 399/2377 [====>.........................] - ETA: 10:05 - loss: 1129.1361 - logits_profile_predictions_loss: 1112.1950 - logcount_predictions_loss: 0.3715 400/2377 [====>.........................] - ETA: 10:04 - loss: 1129.1311 - logits_profile_predictions_loss: 1112.1901 - logcount_predictions_loss: 0.3715 401/2377 [====>.........................] - ETA: 10:04 - loss: 1129.1253 - logits_profile_predictions_loss: 1112.1846 - logcount_predictions_loss: 0.3715 402/2377 [====>.........................] - ETA: 10:04 - loss: 1129.1192 - logits_profile_predictions_loss: 1112.1787 - logcount_predictions_loss: 0.3715 403/2377 [====>.........................] - ETA: 10:03 - loss: 1129.1146 - logits_profile_predictions_loss: 1112.1742 - logcount_predictions_loss: 0.3715 404/2377 [====>.........................] - ETA: 10:03 - loss: 1129.1109 - logits_profile_predictions_loss: 1112.1707 - logcount_predictions_loss: 0.3715 405/2377 [====>.........................] - ETA: 10:03 - loss: 1129.1091 - logits_profile_predictions_loss: 1112.1692 - logcount_predictions_loss: 0.3715 406/2377 [====>.........................] - ETA: 10:02 - loss: 1129.1077 - logits_profile_predictions_loss: 1112.1681 - logcount_predictions_loss: 0.3715 407/2377 [====>.........................] - ETA: 10:02 - loss: 1129.1066 - logits_profile_predictions_loss: 1112.1673 - logcount_predictions_loss: 0.3715 408/2377 [====>.........................] - ETA: 10:02 - loss: 1129.1053 - logits_profile_predictions_loss: 1112.1663 - logcount_predictions_loss: 0.3715 409/2377 [====>.........................] - ETA: 10:02 - loss: 1129.1042 - logits_profile_predictions_loss: 1112.1656 - logcount_predictions_loss: 0.3715 410/2377 [====>.........................] - ETA: 10:01 - loss: 1129.1040 - logits_profile_predictions_loss: 1112.1657 - logcount_predictions_loss: 0.3714 411/2377 [====>.........................] - ETA: 10:01 - loss: 1129.1034 - logits_profile_predictions_loss: 1112.1655 - logcount_predictions_loss: 0.3714 412/2377 [====>.........................] - ETA: 10:01 - loss: 1129.1029 - logits_profile_predictions_loss: 1112.1654 - logcount_predictions_loss: 0.3714 413/2377 [====>.........................] - ETA: 10:00 - loss: 1129.1025 - logits_profile_predictions_loss: 1112.1654 - logcount_predictions_loss: 0.3714 414/2377 [====>.........................] - ETA: 10:00 - loss: 1129.1022 - logits_profile_predictions_loss: 1112.1655 - logcount_predictions_loss: 0.3714 415/2377 [====>.........................] - ETA: 10:00 - loss: 1129.1015 - logits_profile_predictions_loss: 1112.1652 - logcount_predictions_loss: 0.3714 416/2377 [====>.........................] - ETA: 9:59 - loss: 1129.1011 - logits_profile_predictions_loss: 1112.1652 - logcount_predictions_loss: 0.3714  417/2377 [====>.........................] - ETA: 9:59 - loss: 1129.0999 - logits_profile_predictions_loss: 1112.1645 - logcount_predictions_loss: 0.3714 418/2377 [====>.........................] - ETA: 9:59 - loss: 1129.0990 - logits_profile_predictions_loss: 1112.1641 - logcount_predictions_loss: 0.3714 419/2377 [====>.........................] - ETA: 9:58 - loss: 1129.0983 - logits_profile_predictions_loss: 1112.1638 - logcount_predictions_loss: 0.3714 420/2377 [====>.........................] - ETA: 9:58 - loss: 1129.0980 - logits_profile_predictions_loss: 1112.1639 - logcount_predictions_loss: 0.3714 421/2377 [====>.........................] - ETA: 9:58 - loss: 1129.0977 - logits_profile_predictions_loss: 1112.1640 - logcount_predictions_loss: 0.3713 422/2377 [====>.........................] - ETA: 9:58 - loss: 1129.0981 - logits_profile_predictions_loss: 1112.1649 - logcount_predictions_loss: 0.3713 423/2377 [====>.........................] - ETA: 9:57 - loss: 1129.0980 - logits_profile_predictions_loss: 1112.1653 - logcount_predictions_loss: 0.3713 424/2377 [====>.........................] - ETA: 9:57 - loss: 1129.0980 - logits_profile_predictions_loss: 1112.1658 - logcount_predictions_loss: 0.3713 425/2377 [====>.........................] - ETA: 9:57 - loss: 1129.0976 - logits_profile_predictions_loss: 1112.1659 - logcount_predictions_loss: 0.3713 426/2377 [====>.........................] - ETA: 9:56 - loss: 1129.0976 - logits_profile_predictions_loss: 1112.1664 - logcount_predictions_loss: 0.3713 427/2377 [====>.........................] - ETA: 9:56 - loss: 1129.0965 - logits_profile_predictions_loss: 1112.1659 - logcount_predictions_loss: 0.3713 428/2377 [====>.........................] - ETA: 9:56 - loss: 1129.0959 - logits_profile_predictions_loss: 1112.1657 - logcount_predictions_loss: 0.3713 429/2377 [====>.........................] - ETA: 9:55 - loss: 1129.0949 - logits_profile_predictions_loss: 1112.1653 - logcount_predictions_loss: 0.3713 430/2377 [====>.........................] - ETA: 9:55 - loss: 1129.0937 - logits_profile_predictions_loss: 1112.1646 - logcount_predictions_loss: 0.3712 431/2377 [====>.........................] - ETA: 9:55 - loss: 1129.0930 - logits_profile_predictions_loss: 1112.1644 - logcount_predictions_loss: 0.3712 432/2377 [====>.........................] - ETA: 9:54 - loss: 1129.0928 - logits_profile_predictions_loss: 1112.1647 - logcount_predictions_loss: 0.3712 433/2377 [====>.........................] - ETA: 9:54 - loss: 1129.0926 - logits_profile_predictions_loss: 1112.1650 - logcount_predictions_loss: 0.3712 434/2377 [====>.........................] - ETA: 9:54 - loss: 1129.0919 - logits_profile_predictions_loss: 1112.1648 - logcount_predictions_loss: 0.3712 435/2377 [====>.........................] - ETA: 9:54 - loss: 1129.0905 - logits_profile_predictions_loss: 1112.1639 - logcount_predictions_loss: 0.3712 436/2377 [====>.........................] - ETA: 9:53 - loss: 1129.0888 - logits_profile_predictions_loss: 1112.1627 - logcount_predictions_loss: 0.3712 437/2377 [====>.........................] - ETA: 9:53 - loss: 1129.0874 - logits_profile_predictions_loss: 1112.1619 - logcount_predictions_loss: 0.3712 438/2377 [====>.........................] - ETA: 9:53 - loss: 1129.0853 - logits_profile_predictions_loss: 1112.1604 - logcount_predictions_loss: 0.3712 439/2377 [====>.........................] - ETA: 9:52 - loss: 1129.0830 - logits_profile_predictions_loss: 1112.1587 - logcount_predictions_loss: 0.3711 440/2377 [====>.........................] - ETA: 9:52 - loss: 1129.0816 - logits_profile_predictions_loss: 1112.1578 - logcount_predictions_loss: 0.3711 441/2377 [====>.........................] - ETA: 9:52 - loss: 1129.0796 - logits_profile_predictions_loss: 1112.1564 - logcount_predictions_loss: 0.3711 442/2377 [====>.........................] - ETA: 9:51 - loss: 1129.0777 - logits_profile_predictions_loss: 1112.1550 - logcount_predictions_loss: 0.3711 443/2377 [====>.........................] - ETA: 9:51 - loss: 1129.0750 - logits_profile_predictions_loss: 1112.1529 - logcount_predictions_loss: 0.3711 444/2377 [====>.........................] - ETA: 9:51 - loss: 1129.0731 - logits_profile_predictions_loss: 1112.1516 - logcount_predictions_loss: 0.3711 445/2377 [====>.........................] - ETA: 9:51 - loss: 1129.0711 - logits_profile_predictions_loss: 1112.1501 - logcount_predictions_loss: 0.3711 446/2377 [====>.........................] - ETA: 9:50 - loss: 1129.0686 - logits_profile_predictions_loss: 1112.1482 - logcount_predictions_loss: 0.3711 447/2377 [====>.........................] - ETA: 9:50 - loss: 1129.0671 - logits_profile_predictions_loss: 1112.1471 - logcount_predictions_loss: 0.3710 448/2377 [====>.........................] - ETA: 9:50 - loss: 1129.0649 - logits_profile_predictions_loss: 1112.1455 - logcount_predictions_loss: 0.3710 449/2377 [====>.........................] - ETA: 9:49 - loss: 1129.0630 - logits_profile_predictions_loss: 1112.1441 - logcount_predictions_loss: 0.3710 450/2377 [====>.........................] - ETA: 9:49 - loss: 1129.0614 - logits_profile_predictions_loss: 1112.1429 - logcount_predictions_loss: 0.3710 451/2377 [====>.........................] - ETA: 9:49 - loss: 1129.0597 - logits_profile_predictions_loss: 1112.1417 - logcount_predictions_loss: 0.3710 452/2377 [====>.........................] - ETA: 9:48 - loss: 1129.0581 - logits_profile_predictions_loss: 1112.1406 - logcount_predictions_loss: 0.3710 453/2377 [====>.........................] - ETA: 9:48 - loss: 1129.0566 - logits_profile_predictions_loss: 1112.1395 - logcount_predictions_loss: 0.3710 454/2377 [====>.........................] - ETA: 9:48 - loss: 1129.0545 - logits_profile_predictions_loss: 1112.1378 - logcount_predictions_loss: 0.3710 455/2377 [====>.........................] - ETA: 9:47 - loss: 1129.0521 - logits_profile_predictions_loss: 1112.1359 - logcount_predictions_loss: 0.3710 456/2377 [====>.........................] - ETA: 9:47 - loss: 1129.0505 - logits_profile_predictions_loss: 1112.1348 - logcount_predictions_loss: 0.3710 457/2377 [====>.........................] - ETA: 9:47 - loss: 1129.0498 - logits_profile_predictions_loss: 1112.1345 - logcount_predictions_loss: 0.3709 458/2377 [====>.........................] - ETA: 9:47 - loss: 1129.0491 - logits_profile_predictions_loss: 1112.1343 - logcount_predictions_loss: 0.3709 459/2377 [====>.........................] - ETA: 9:46 - loss: 1129.0482 - logits_profile_predictions_loss: 1112.1337 - logcount_predictions_loss: 0.3709 460/2377 [====>.........................] - ETA: 9:46 - loss: 1129.0473 - logits_profile_predictions_loss: 1112.1333 - logcount_predictions_loss: 0.3709 461/2377 [====>.........................] - ETA: 9:46 - loss: 1129.0469 - logits_profile_predictions_loss: 1112.1333 - logcount_predictions_loss: 0.3709 462/2377 [====>.........................] - ETA: 9:45 - loss: 1129.0472 - logits_profile_predictions_loss: 1112.1340 - logcount_predictions_loss: 0.3709 463/2377 [====>.........................] - ETA: 9:45 - loss: 1129.0472 - logits_profile_predictions_loss: 1112.1344 - logcount_predictions_loss: 0.3709 464/2377 [====>.........................] - ETA: 9:45 - loss: 1129.0467 - logits_profile_predictions_loss: 1112.1342 - logcount_predictions_loss: 0.3709 465/2377 [====>.........................] - ETA: 9:44 - loss: 1129.0465 - logits_profile_predictions_loss: 1112.1344 - logcount_predictions_loss: 0.3709 466/2377 [====>.........................] - ETA: 9:44 - loss: 1129.0458 - logits_profile_predictions_loss: 1112.1340 - logcount_predictions_loss: 0.3709 467/2377 [====>.........................] - ETA: 9:44 - loss: 1129.0461 - logits_profile_predictions_loss: 1112.1346 - logcount_predictions_loss: 0.3709 468/2377 [====>.........................] - ETA: 9:44 - loss: 1129.0463 - logits_profile_predictions_loss: 1112.1351 - logcount_predictions_loss: 0.3709 469/2377 [====>.........................] - ETA: 9:43 - loss: 1129.0464 - logits_profile_predictions_loss: 1112.1357 - logcount_predictions_loss: 0.3708 470/2377 [====>.........................] - ETA: 9:43 - loss: 1129.0464 - logits_profile_predictions_loss: 1112.1359 - logcount_predictions_loss: 0.3708 471/2377 [====>.........................] - ETA: 9:43 - loss: 1129.0473 - logits_profile_predictions_loss: 1112.1372 - logcount_predictions_loss: 0.3708 472/2377 [====>.........................] - ETA: 9:42 - loss: 1129.0488 - logits_profile_predictions_loss: 1112.1390 - logcount_predictions_loss: 0.3708 473/2377 [====>.........................] - ETA: 9:42 - loss: 1129.0497 - logits_profile_predictions_loss: 1112.1403 - logcount_predictions_loss: 0.3708 474/2377 [====>.........................] - ETA: 9:42 - loss: 1129.0507 - logits_profile_predictions_loss: 1112.1416 - logcount_predictions_loss: 0.3708 475/2377 [====>.........................] - ETA: 9:41 - loss: 1129.0525 - logits_profile_predictions_loss: 1112.1438 - logcount_predictions_loss: 0.3708 476/2377 [=====>........................] - ETA: 9:41 - loss: 1129.0544 - logits_profile_predictions_loss: 1112.1459 - logcount_predictions_loss: 0.3708 477/2377 [=====>........................] - ETA: 9:41 - loss: 1129.0566 - logits_profile_predictions_loss: 1112.1483 - logcount_predictions_loss: 0.3708 478/2377 [=====>........................] - ETA: 9:40 - loss: 1129.0584 - logits_profile_predictions_loss: 1112.1504 - logcount_predictions_loss: 0.3708 479/2377 [=====>........................] - ETA: 9:40 - loss: 1129.0600 - logits_profile_predictions_loss: 1112.1522 - logcount_predictions_loss: 0.3708 480/2377 [=====>........................] - ETA: 9:40 - loss: 1129.0619 - logits_profile_predictions_loss: 1112.1543 - logcount_predictions_loss: 0.3708 481/2377 [=====>........................] - ETA: 9:40 - loss: 1129.0637 - logits_profile_predictions_loss: 1112.1563 - logcount_predictions_loss: 0.3708 482/2377 [=====>........................] - ETA: 9:39 - loss: 1129.0652 - logits_profile_predictions_loss: 1112.1580 - logcount_predictions_loss: 0.3708 483/2377 [=====>........................] - ETA: 9:39 - loss: 1129.0664 - logits_profile_predictions_loss: 1112.1594 - logcount_predictions_loss: 0.3708 484/2377 [=====>........................] - ETA: 9:39 - loss: 1129.0680 - logits_profile_predictions_loss: 1112.1613 - logcount_predictions_loss: 0.3708 485/2377 [=====>........................] - ETA: 9:38 - loss: 1129.0695 - logits_profile_predictions_loss: 1112.1630 - logcount_predictions_loss: 0.3708 486/2377 [=====>........................] - ETA: 9:38 - loss: 1129.0705 - logits_profile_predictions_loss: 1112.1643 - logcount_predictions_loss: 0.3707 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logits_profile_predictions_loss: 1112.1727 - logcount_predictions_loss: 0.3707 494/2377 [=====>........................] - ETA: 9:36 - loss: 1129.0782 - logits_profile_predictions_loss: 1112.1737 - logcount_predictions_loss: 0.3707 495/2377 [=====>........................] - ETA: 9:35 - loss: 1129.0791 - logits_profile_predictions_loss: 1112.1748 - logcount_predictions_loss: 0.3707 496/2377 [=====>........................] - ETA: 9:35 - loss: 1129.0806 - logits_profile_predictions_loss: 1112.1765 - logcount_predictions_loss: 0.3707 497/2377 [=====>........................] - ETA: 9:35 - loss: 1129.0829 - logits_profile_predictions_loss: 1112.1790 - logcount_predictions_loss: 0.3707 498/2377 [=====>........................] - ETA: 9:34 - loss: 1129.0850 - logits_profile_predictions_loss: 1112.1812 - logcount_predictions_loss: 0.3707 499/2377 [=====>........................] - ETA: 9:34 - loss: 1129.0869 - logits_profile_predictions_loss: 1112.1833 - logcount_predictions_loss: 0.3707 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logits_profile_predictions_loss: 1112.1979 - logcount_predictions_loss: 0.3707 507/2377 [=====>........................] - ETA: 9:32 - loss: 1129.1015 - logits_profile_predictions_loss: 1112.1993 - logcount_predictions_loss: 0.3707 508/2377 [=====>........................] - ETA: 9:31 - loss: 1129.1027 - logits_profile_predictions_loss: 1112.2007 - logcount_predictions_loss: 0.3707 509/2377 [=====>........................] - ETA: 9:31 - loss: 1129.1034 - logits_profile_predictions_loss: 1112.2015 - logcount_predictions_loss: 0.3706 510/2377 [=====>........................] - ETA: 9:31 - loss: 1129.1042 - logits_profile_predictions_loss: 1112.2025 - logcount_predictions_loss: 0.3706 511/2377 [=====>........................] - ETA: 9:30 - loss: 1129.1057 - logits_profile_predictions_loss: 1112.2042 - logcount_predictions_loss: 0.3706 512/2377 [=====>........................] - ETA: 9:30 - loss: 1129.1076 - logits_profile_predictions_loss: 1112.2063 - logcount_predictions_loss: 0.3706 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logits_profile_predictions_loss: 1112.2253 - logcount_predictions_loss: 0.3706 520/2377 [=====>........................] - ETA: 9:28 - loss: 1129.1273 - logits_profile_predictions_loss: 1112.2279 - logcount_predictions_loss: 0.3706 521/2377 [=====>........................] - ETA: 9:27 - loss: 1129.1301 - logits_profile_predictions_loss: 1112.2310 - logcount_predictions_loss: 0.3706 522/2377 [=====>........................] - ETA: 9:27 - loss: 1129.1329 - logits_profile_predictions_loss: 1112.2341 - logcount_predictions_loss: 0.3706 523/2377 [=====>........................] - ETA: 9:27 - loss: 1129.1357 - logits_profile_predictions_loss: 1112.2371 - logcount_predictions_loss: 0.3706 524/2377 [=====>........................] - ETA: 9:26 - loss: 1129.1388 - logits_profile_predictions_loss: 1112.2405 - logcount_predictions_loss: 0.3706 525/2377 [=====>........................] - ETA: 9:26 - loss: 1129.1422 - logits_profile_predictions_loss: 1112.2441 - logcount_predictions_loss: 0.3706 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logits_profile_predictions_loss: 1112.2706 - logcount_predictions_loss: 0.3705 533/2377 [=====>........................] - ETA: 9:24 - loss: 1129.1706 - logits_profile_predictions_loss: 1112.2744 - logcount_predictions_loss: 0.3705 534/2377 [=====>........................] - ETA: 9:23 - loss: 1129.1741 - logits_profile_predictions_loss: 1112.2782 - logcount_predictions_loss: 0.3705 535/2377 [=====>........................] - ETA: 9:23 - loss: 1129.1772 - logits_profile_predictions_loss: 1112.2815 - logcount_predictions_loss: 0.3705 536/2377 [=====>........................] - ETA: 9:23 - loss: 1129.1802 - logits_profile_predictions_loss: 1112.2848 - logcount_predictions_loss: 0.3705 537/2377 [=====>........................] - ETA: 9:22 - loss: 1129.1832 - logits_profile_predictions_loss: 1112.2880 - logcount_predictions_loss: 0.3705 538/2377 [=====>........................] - ETA: 9:22 - loss: 1129.1862 - logits_profile_predictions_loss: 1112.2913 - logcount_predictions_loss: 0.3705 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logits_profile_predictions_loss: 1112.3109 - logcount_predictions_loss: 0.3705 546/2377 [=====>........................] - ETA: 9:20 - loss: 1129.2063 - logits_profile_predictions_loss: 1112.3137 - logcount_predictions_loss: 0.3704 547/2377 [=====>........................] - ETA: 9:19 - loss: 1129.2088 - logits_profile_predictions_loss: 1112.3165 - logcount_predictions_loss: 0.3704 548/2377 [=====>........................] - ETA: 9:19 - loss: 1129.2112 - logits_profile_predictions_loss: 1112.3192 - logcount_predictions_loss: 0.3704 549/2377 [=====>........................] - ETA: 9:19 - loss: 1129.2134 - logits_profile_predictions_loss: 1112.3218 - logcount_predictions_loss: 0.3704 550/2377 [=====>........................] - ETA: 9:18 - loss: 1129.2163 - logits_profile_predictions_loss: 1112.3249 - logcount_predictions_loss: 0.3704 551/2377 [=====>........................] - ETA: 9:18 - loss: 1129.2191 - logits_profile_predictions_loss: 1112.3280 - logcount_predictions_loss: 0.3704 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logcount_predictions_loss: 0.3682 2347/2377 [============================>.] - ETA: 9s - loss: 1133.1712 - logits_profile_predictions_loss: 1116.3813 - logcount_predictions_loss: 0.3682 2348/2377 [============================>.] - ETA: 8s - loss: 1133.1715 - logits_profile_predictions_loss: 1116.3817 - logcount_predictions_loss: 0.3682 2349/2377 [============================>.] - ETA: 8s - loss: 1133.1719 - logits_profile_predictions_loss: 1116.3821 - logcount_predictions_loss: 0.3682 2350/2377 [============================>.] - ETA: 8s - loss: 1133.1722 - logits_profile_predictions_loss: 1116.3825 - logcount_predictions_loss: 0.3682 2351/2377 [============================>.] - ETA: 7s - loss: 1133.1726 - logits_profile_predictions_loss: 1116.3829 - logcount_predictions_loss: 0.3682 2352/2377 [============================>.] - ETA: 7s - loss: 1133.1729 - logits_profile_predictions_loss: 1116.3833 - logcount_predictions_loss: 0.3682 2353/2377 [============================>.] - ETA: 7s - 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logcount_predictions_loss: 0.3682 2360/2377 [============================>.] - ETA: 5s - loss: 1133.1759 - logits_profile_predictions_loss: 1116.3869 - logcount_predictions_loss: 0.3682 2361/2377 [============================>.] - ETA: 4s - loss: 1133.1763 - logits_profile_predictions_loss: 1116.3873 - logcount_predictions_loss: 0.3682 2362/2377 [============================>.] - ETA: 4s - loss: 1133.1767 - logits_profile_predictions_loss: 1116.3878 - logcount_predictions_loss: 0.3682 2363/2377 [============================>.] - ETA: 4s - loss: 1133.1771 - logits_profile_predictions_loss: 1116.3882 - logcount_predictions_loss: 0.3682 2364/2377 [============================>.] - ETA: 3s - loss: 1133.1774 - logits_profile_predictions_loss: 1116.3887 - logcount_predictions_loss: 0.3682 2365/2377 [============================>.] - ETA: 3s - loss: 1133.1778 - logits_profile_predictions_loss: 1116.3891 - logcount_predictions_loss: 0.3682 2366/2377 [============================>.] - ETA: 3s - loss: 1133.1781 - logits_profile_predictions_loss: 1116.3895 - logcount_predictions_loss: 0.3682 2367/2377 [============================>.] - ETA: 3s - loss: 1133.1785 - logits_profile_predictions_loss: 1116.3899 - logcount_predictions_loss: 0.3682 2368/2377 [============================>.] - ETA: 2s - loss: 1133.1788 - logits_profile_predictions_loss: 1116.3903 - logcount_predictions_loss: 0.3682 2369/2377 [============================>.] - ETA: 2s - loss: 1133.1791 - logits_profile_predictions_loss: 1116.3907 - logcount_predictions_loss: 0.3682 2370/2377 [============================>.] - ETA: 2s - loss: 1133.1795 - logits_profile_predictions_loss: 1116.3911 - logcount_predictions_loss: 0.3682 2371/2377 [============================>.] - ETA: 1s - loss: 1133.1798 - logits_profile_predictions_loss: 1116.3915 - logcount_predictions_loss: 0.3682 2372/2377 [============================>.] - ETA: 1s - loss: 1133.1801 - logits_profile_predictions_loss: 1116.3919 - logcount_predictions_loss: 0.3682 2373/2377 [============================>.] - ETA: 1s - loss: 1133.1805 - logits_profile_predictions_loss: 1116.3923 - logcount_predictions_loss: 0.3682 2374/2377 [============================>.] - ETA: 0s - loss: 1133.1808 - logits_profile_predictions_loss: 1116.3927 - logcount_predictions_loss: 0.3682 2375/2377 [============================>.] - ETA: 0s - loss: 1133.1812 - logits_profile_predictions_loss: 1116.3932 - logcount_predictions_loss: 0.3682 2376/2377 [============================>.] - ETA: 0s - loss: 1133.1815 - logits_profile_predictions_loss: 1116.3936 - logcount_predictions_loss: 0.3682 2377/2377 [==============================] - ETA: 0s - loss: 1133.1819 - logits_profile_predictions_loss: 1116.3940 - logcount_predictions_loss: 0.3682 2377/2377 [==============================] - 765s 322ms/step - loss: 1133.1822 - logits_profile_predictions_loss: 1116.3944 - logcount_predictions_loss: 0.3682 - val_loss: 1307.1362 - val_logits_profile_predictions_loss: 1292.2301 - val_logcount_predictions_loss: 0.3269 Epoch 00004: val_loss improved from 1313.88367 to 1307.13623, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 5/50 1/2377 [..............................] - ETA: 12:27 - loss: 1113.3479 - logits_profile_predictions_loss: 1094.4688 - logcount_predictions_loss: 0.4140 2/2377 [..............................] - ETA: 11:59 - loss: 1120.2103 - logits_profile_predictions_loss: 1100.9822 - logcount_predictions_loss: 0.4217 3/2377 [..............................] - ETA: 11:59 - loss: 1121.5016 - logits_profile_predictions_loss: 1102.5014 - logcount_predictions_loss: 0.4167 4/2377 [..............................] - ETA: 12:01 - loss: 1115.9328 - logits_profile_predictions_loss: 1097.2393 - logcount_predictions_loss: 0.4099 5/2377 [..............................] - ETA: 12:01 - loss: 1110.9488 - logits_profile_predictions_loss: 1092.6009 - logcount_predictions_loss: 0.4024 6/2377 [..............................] - ETA: 12:00 - loss: 1107.6669 - logits_profile_predictions_loss: 1089.7122 - logcount_predictions_loss: 0.3937 7/2377 [..............................] - ETA: 12:00 - loss: 1106.9824 - logits_profile_predictions_loss: 1089.3525 - logcount_predictions_loss: 0.3866 8/2377 [..............................] - ETA: 12:00 - loss: 1105.7849 - logits_profile_predictions_loss: 1088.3909 - logcount_predictions_loss: 0.3814 9/2377 [..............................] - ETA: 12:00 - loss: 1108.5236 - logits_profile_predictions_loss: 1091.2961 - logcount_predictions_loss: 0.3778 10/2377 [..............................] - ETA: 11:59 - loss: 1110.4041 - logits_profile_predictions_loss: 1093.2813 - logcount_predictions_loss: 0.3755 11/2377 [..............................] - ETA: 12:02 - loss: 1110.7207 - logits_profile_predictions_loss: 1093.6554 - logcount_predictions_loss: 0.3742 12/2377 [..............................] - ETA: 12:01 - loss: 1111.2120 - logits_profile_predictions_loss: 1094.1901 - logcount_predictions_loss: 0.3733 13/2377 [..............................] - ETA: 12:00 - loss: 1111.7502 - logits_profile_predictions_loss: 1094.7503 - logcount_predictions_loss: 0.3728 14/2377 [..............................] - ETA: 12:00 - loss: 1111.6649 - logits_profile_predictions_loss: 1094.7005 - logcount_predictions_loss: 0.3720 15/2377 [..............................] - ETA: 12:00 - loss: 1112.3949 - logits_profile_predictions_loss: 1095.4438 - logcount_predictions_loss: 0.3717 16/2377 [..............................] - ETA: 11:59 - loss: 1112.5926 - logits_profile_predictions_loss: 1095.6678 - logcount_predictions_loss: 0.3712 17/2377 [..............................] - ETA: 11:59 - loss: 1113.5961 - logits_profile_predictions_loss: 1096.7108 - logcount_predictions_loss: 0.3703 18/2377 [..............................] - ETA: 11:58 - loss: 1115.0494 - logits_profile_predictions_loss: 1098.2026 - logcount_predictions_loss: 0.3694 19/2377 [..............................] - ETA: 11:58 - loss: 1116.3444 - logits_profile_predictions_loss: 1099.5078 - logcount_predictions_loss: 0.3692 20/2377 [..............................] - ETA: 11:58 - loss: 1117.4383 - logits_profile_predictions_loss: 1100.6206 - logcount_predictions_loss: 0.3688 21/2377 [..............................] - ETA: 11:57 - loss: 1118.4008 - logits_profile_predictions_loss: 1101.6049 - logcount_predictions_loss: 0.3683 22/2377 [..............................] - ETA: 11:57 - loss: 1119.4447 - logits_profile_predictions_loss: 1102.6628 - logcount_predictions_loss: 0.3680 23/2377 [..............................] - ETA: 11:57 - loss: 1120.3993 - logits_profile_predictions_loss: 1103.6143 - logcount_predictions_loss: 0.3681 24/2377 [..............................] - ETA: 11:56 - loss: 1121.4233 - logits_profile_predictions_loss: 1104.6417 - logcount_predictions_loss: 0.3680 25/2377 [..............................] - ETA: 11:56 - loss: 1122.3695 - logits_profile_predictions_loss: 1105.5929 - logcount_predictions_loss: 0.3679 26/2377 [..............................] - ETA: 11:56 - loss: 1123.4687 - logits_profile_predictions_loss: 1106.6899 - logcount_predictions_loss: 0.3680 27/2377 [..............................] - ETA: 11:55 - loss: 1124.3535 - logits_profile_predictions_loss: 1107.5661 - logcount_predictions_loss: 0.3681 28/2377 [..............................] - ETA: 11:55 - loss: 1125.0234 - logits_profile_predictions_loss: 1108.2287 - logcount_predictions_loss: 0.3683 29/2377 [..............................] - ETA: 11:55 - loss: 1125.4734 - logits_profile_predictions_loss: 1108.6785 - logcount_predictions_loss: 0.3683 30/2377 [..............................] - ETA: 11:54 - loss: 1125.8215 - logits_profile_predictions_loss: 1109.0293 - logcount_predictions_loss: 0.3683 31/2377 [..............................] - ETA: 11:54 - loss: 1126.2864 - logits_profile_predictions_loss: 1109.5017 - logcount_predictions_loss: 0.3681 32/2377 [..............................] - ETA: 11:54 - loss: 1126.5989 - logits_profile_predictions_loss: 1109.8175 - logcount_predictions_loss: 0.3680 33/2377 [..............................] - ETA: 11:54 - loss: 1126.9901 - logits_profile_predictions_loss: 1110.2130 - logcount_predictions_loss: 0.3679 34/2377 [..............................] - ETA: 11:53 - loss: 1127.4192 - logits_profile_predictions_loss: 1110.6482 - logcount_predictions_loss: 0.3678 35/2377 [..............................] - ETA: 11:53 - loss: 1127.7305 - logits_profile_predictions_loss: 1110.9694 - logcount_predictions_loss: 0.3676 36/2377 [..............................] - ETA: 11:53 - loss: 1128.0105 - logits_profile_predictions_loss: 1111.2608 - logcount_predictions_loss: 0.3673 37/2377 [..............................] - ETA: 11:52 - loss: 1128.1271 - logits_profile_predictions_loss: 1111.3820 - logcount_predictions_loss: 0.3672 38/2377 [..............................] - ETA: 11:52 - loss: 1128.1772 - logits_profile_predictions_loss: 1111.4408 - logcount_predictions_loss: 0.3670 39/2377 [..............................] - ETA: 11:52 - loss: 1128.3000 - logits_profile_predictions_loss: 1111.5730 - logcount_predictions_loss: 0.3668 40/2377 [..............................] - ETA: 11:51 - loss: 1128.4227 - logits_profile_predictions_loss: 1111.7050 - logcount_predictions_loss: 0.3666 41/2377 [..............................] - ETA: 11:51 - loss: 1128.4486 - logits_profile_predictions_loss: 1111.7394 - logcount_predictions_loss: 0.3664 42/2377 [..............................] - ETA: 11:51 - loss: 1128.3737 - logits_profile_predictions_loss: 1111.6747 - logcount_predictions_loss: 0.3662 43/2377 [..............................] - ETA: 11:51 - loss: 1128.2851 - logits_profile_predictions_loss: 1111.5973 - logcount_predictions_loss: 0.3660 44/2377 [..............................] - ETA: 11:50 - loss: 1128.1065 - 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1113.2430 - logits_profile_predictions_loss: 1097.2515 - logcount_predictions_loss: 0.3507 348/2377 [===>..........................] - ETA: 10:19 - loss: 1113.2504 - logits_profile_predictions_loss: 1097.2589 - logcount_predictions_loss: 0.3507 349/2377 [===>..........................] - ETA: 10:18 - loss: 1113.2575 - logits_profile_predictions_loss: 1097.2659 - logcount_predictions_loss: 0.3507 350/2377 [===>..........................] - ETA: 10:18 - loss: 1113.2645 - logits_profile_predictions_loss: 1097.2730 - logcount_predictions_loss: 0.3507 351/2377 [===>..........................] - ETA: 10:18 - loss: 1113.2712 - logits_profile_predictions_loss: 1097.2798 - logcount_predictions_loss: 0.3507 352/2377 [===>..........................] - ETA: 10:18 - loss: 1113.2772 - logits_profile_predictions_loss: 1097.2858 - logcount_predictions_loss: 0.3507 353/2377 [===>..........................] - ETA: 10:17 - loss: 1113.2828 - logits_profile_predictions_loss: 1097.2915 - logcount_predictions_loss: 0.3507 354/2377 [===>..........................] - ETA: 10:17 - loss: 1113.2892 - logits_profile_predictions_loss: 1097.2979 - logcount_predictions_loss: 0.3507 355/2377 [===>..........................] - ETA: 10:17 - loss: 1113.2949 - logits_profile_predictions_loss: 1097.3036 - logcount_predictions_loss: 0.3507 356/2377 [===>..........................] - ETA: 10:16 - loss: 1113.3005 - logits_profile_predictions_loss: 1097.3092 - logcount_predictions_loss: 0.3507 357/2377 [===>..........................] - ETA: 10:16 - loss: 1113.3040 - logits_profile_predictions_loss: 1097.3127 - logcount_predictions_loss: 0.3507 358/2377 [===>..........................] - ETA: 10:16 - loss: 1113.3078 - logits_profile_predictions_loss: 1097.3165 - logcount_predictions_loss: 0.3507 359/2377 [===>..........................] - ETA: 10:15 - loss: 1113.3117 - logits_profile_predictions_loss: 1097.3203 - logcount_predictions_loss: 0.3507 360/2377 [===>..........................] 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- logcount_predictions_loss: 0.3507 367/2377 [===>..........................] - ETA: 10:13 - loss: 1113.3325 - logits_profile_predictions_loss: 1097.3410 - logcount_predictions_loss: 0.3507 368/2377 [===>..........................] - ETA: 10:13 - loss: 1113.3341 - logits_profile_predictions_loss: 1097.3426 - logcount_predictions_loss: 0.3507 369/2377 [===>..........................] - ETA: 10:12 - loss: 1113.3365 - logits_profile_predictions_loss: 1097.3450 - logcount_predictions_loss: 0.3507 370/2377 [===>..........................] - ETA: 10:12 - loss: 1113.3393 - logits_profile_predictions_loss: 1097.3477 - logcount_predictions_loss: 0.3507 371/2377 [===>..........................] - ETA: 10:12 - loss: 1113.3418 - logits_profile_predictions_loss: 1097.3501 - logcount_predictions_loss: 0.3507 372/2377 [===>..........................] - ETA: 10:11 - loss: 1113.3439 - logits_profile_predictions_loss: 1097.3521 - logcount_predictions_loss: 0.3507 373/2377 [===>..........................] - ETA: 10:11 - loss: 1113.3461 - logits_profile_predictions_loss: 1097.3542 - logcount_predictions_loss: 0.3507 374/2377 [===>..........................] - ETA: 10:11 - loss: 1113.3484 - logits_profile_predictions_loss: 1097.3565 - logcount_predictions_loss: 0.3507 375/2377 [===>..........................] - ETA: 10:11 - loss: 1113.3496 - logits_profile_predictions_loss: 1097.3576 - logcount_predictions_loss: 0.3507 376/2377 [===>..........................] - ETA: 10:10 - loss: 1113.3512 - logits_profile_predictions_loss: 1097.3591 - logcount_predictions_loss: 0.3507 377/2377 [===>..........................] - ETA: 10:10 - loss: 1113.3523 - logits_profile_predictions_loss: 1097.3601 - logcount_predictions_loss: 0.3507 378/2377 [===>..........................] - ETA: 10:10 - loss: 1113.3538 - logits_profile_predictions_loss: 1097.3615 - logcount_predictions_loss: 0.3507 379/2377 [===>..........................] - ETA: 10:09 - loss: 1113.3563 - logits_profile_predictions_loss: 1097.3637 - logcount_predictions_loss: 0.3507 380/2377 [===>..........................] - ETA: 10:09 - loss: 1113.3611 - logits_profile_predictions_loss: 1097.3683 - logcount_predictions_loss: 0.3507 381/2377 [===>..........................] - ETA: 10:09 - loss: 1113.3665 - logits_profile_predictions_loss: 1097.3734 - logcount_predictions_loss: 0.3507 382/2377 [===>..........................] - ETA: 10:08 - loss: 1113.3720 - logits_profile_predictions_loss: 1097.3786 - logcount_predictions_loss: 0.3507 383/2377 [===>..........................] - ETA: 10:08 - loss: 1113.3776 - logits_profile_predictions_loss: 1097.3839 - logcount_predictions_loss: 0.3507 384/2377 [===>..........................] - ETA: 10:08 - loss: 1113.3827 - logits_profile_predictions_loss: 1097.3887 - logcount_predictions_loss: 0.3507 385/2377 [===>..........................] - ETA: 10:08 - loss: 1113.3873 - logits_profile_predictions_loss: 1097.3929 - logcount_predictions_loss: 0.3508 386/2377 [===>..........................] - ETA: 10:07 - loss: 1113.3920 - logits_profile_predictions_loss: 1097.3973 - logcount_predictions_loss: 0.3508 387/2377 [===>..........................] - ETA: 10:07 - loss: 1113.3969 - logits_profile_predictions_loss: 1097.4017 - logcount_predictions_loss: 0.3508 388/2377 [===>..........................] - ETA: 10:07 - loss: 1113.4019 - logits_profile_predictions_loss: 1097.4063 - logcount_predictions_loss: 0.3508 389/2377 [===>..........................] - ETA: 10:06 - loss: 1113.4063 - logits_profile_predictions_loss: 1097.4103 - logcount_predictions_loss: 0.3508 390/2377 [===>..........................] - ETA: 10:06 - loss: 1113.4102 - logits_profile_predictions_loss: 1097.4137 - logcount_predictions_loss: 0.3508 391/2377 [===>..........................] - ETA: 10:06 - loss: 1113.4144 - logits_profile_predictions_loss: 1097.4175 - logcount_predictions_loss: 0.3508 392/2377 [===>..........................] - ETA: 10:05 - loss: 1113.4189 - logits_profile_predictions_loss: 1097.4215 - logcount_predictions_loss: 0.3508 393/2377 [===>..........................] - ETA: 10:05 - loss: 1113.4227 - logits_profile_predictions_loss: 1097.4248 - logcount_predictions_loss: 0.3508 394/2377 [===>..........................] - ETA: 10:05 - loss: 1113.4260 - logits_profile_predictions_loss: 1097.4277 - logcount_predictions_loss: 0.3508 395/2377 [===>..........................] - ETA: 10:04 - loss: 1113.4300 - logits_profile_predictions_loss: 1097.4313 - logcount_predictions_loss: 0.3509 396/2377 [===>..........................] - ETA: 10:04 - loss: 1113.4349 - logits_profile_predictions_loss: 1097.4357 - logcount_predictions_loss: 0.3509 397/2377 [====>.........................] - ETA: 10:04 - loss: 1113.4406 - logits_profile_predictions_loss: 1097.4409 - logcount_predictions_loss: 0.3509 398/2377 [====>.........................] - ETA: 10:04 - loss: 1113.4473 - logits_profile_predictions_loss: 1097.4470 - logcount_predictions_loss: 0.3509 399/2377 [====>.........................] - ETA: 10:03 - loss: 1113.4537 - logits_profile_predictions_loss: 1097.4529 - logcount_predictions_loss: 0.3509 400/2377 [====>.........................] - ETA: 10:03 - loss: 1113.4601 - logits_profile_predictions_loss: 1097.4587 - logcount_predictions_loss: 0.3509 401/2377 [====>.........................] - ETA: 10:03 - loss: 1113.4665 - logits_profile_predictions_loss: 1097.4644 - logcount_predictions_loss: 0.3509 402/2377 [====>.........................] - ETA: 10:02 - loss: 1113.4724 - logits_profile_predictions_loss: 1097.4696 - logcount_predictions_loss: 0.3509 403/2377 [====>.........................] - ETA: 10:02 - loss: 1113.4780 - logits_profile_predictions_loss: 1097.4746 - logcount_predictions_loss: 0.3510 404/2377 [====>.........................] - ETA: 10:02 - loss: 1113.4846 - logits_profile_predictions_loss: 1097.4806 - logcount_predictions_loss: 0.3510 405/2377 [====>.........................] - ETA: 10:01 - loss: 1113.4914 - logits_profile_predictions_loss: 1097.4868 - logcount_predictions_loss: 0.3510 406/2377 [====>.........................] - ETA: 10:01 - loss: 1113.4984 - logits_profile_predictions_loss: 1097.4932 - logcount_predictions_loss: 0.3510 407/2377 [====>.........................] - ETA: 10:01 - loss: 1113.5056 - logits_profile_predictions_loss: 1097.4998 - logcount_predictions_loss: 0.3510 408/2377 [====>.........................] - ETA: 10:01 - loss: 1113.5132 - logits_profile_predictions_loss: 1097.5067 - logcount_predictions_loss: 0.3510 409/2377 [====>.........................] - ETA: 10:00 - loss: 1113.5205 - logits_profile_predictions_loss: 1097.5133 - logcount_predictions_loss: 0.3510 410/2377 [====>.........................] - ETA: 10:00 - loss: 1113.5275 - logits_profile_predictions_loss: 1097.5197 - logcount_predictions_loss: 0.3511 411/2377 [====>.........................] - ETA: 10:00 - loss: 1113.5340 - logits_profile_predictions_loss: 1097.5256 - logcount_predictions_loss: 0.3511 412/2377 [====>.........................] - ETA: 9:59 - loss: 1113.5399 - logits_profile_predictions_loss: 1097.5309 - logcount_predictions_loss: 0.3511  413/2377 [====>.........................] - ETA: 9:59 - loss: 1113.5467 - logits_profile_predictions_loss: 1097.5370 - logcount_predictions_loss: 0.3511 414/2377 [====>.........................] - ETA: 9:59 - loss: 1113.5536 - logits_profile_predictions_loss: 1097.5434 - logcount_predictions_loss: 0.3511 415/2377 [====>.........................] - ETA: 9:58 - loss: 1113.5604 - logits_profile_predictions_loss: 1097.5496 - logcount_predictions_loss: 0.3511 416/2377 [====>.........................] - ETA: 9:58 - loss: 1113.5668 - logits_profile_predictions_loss: 1097.5554 - logcount_predictions_loss: 0.3511 417/2377 [====>.........................] - ETA: 9:58 - loss: 1113.5731 - logits_profile_predictions_loss: 1097.5612 - logcount_predictions_loss: 0.3511 418/2377 [====>.........................] - ETA: 9:57 - loss: 1113.5790 - logits_profile_predictions_loss: 1097.5666 - logcount_predictions_loss: 0.3512 419/2377 [====>.........................] - ETA: 9:57 - loss: 1113.5848 - logits_profile_predictions_loss: 1097.5719 - logcount_predictions_loss: 0.3512 420/2377 [====>.........................] - ETA: 9:57 - loss: 1113.5913 - logits_profile_predictions_loss: 1097.5778 - logcount_predictions_loss: 0.3512 421/2377 [====>.........................] - ETA: 9:57 - loss: 1113.5978 - logits_profile_predictions_loss: 1097.5838 - logcount_predictions_loss: 0.3512 422/2377 [====>.........................] - ETA: 9:56 - loss: 1113.6053 - logits_profile_predictions_loss: 1097.5909 - logcount_predictions_loss: 0.3512 423/2377 [====>.........................] - ETA: 9:56 - loss: 1113.6128 - logits_profile_predictions_loss: 1097.5978 - logcount_predictions_loss: 0.3512 424/2377 [====>.........................] - ETA: 9:56 - loss: 1113.6206 - logits_profile_predictions_loss: 1097.6051 - logcount_predictions_loss: 0.3512 425/2377 [====>.........................] - ETA: 9:55 - loss: 1113.6284 - logits_profile_predictions_loss: 1097.6124 - logcount_predictions_loss: 0.3512 426/2377 [====>.........................] - ETA: 9:55 - loss: 1113.6359 - logits_profile_predictions_loss: 1097.6194 - logcount_predictions_loss: 0.3512 427/2377 [====>.........................] - ETA: 9:55 - loss: 1113.6441 - logits_profile_predictions_loss: 1097.6271 - logcount_predictions_loss: 0.3513 428/2377 [====>.........................] - ETA: 9:54 - loss: 1113.6525 - logits_profile_predictions_loss: 1097.6350 - logcount_predictions_loss: 0.3513 429/2377 [====>.........................] - ETA: 9:54 - loss: 1113.6610 - logits_profile_predictions_loss: 1097.6430 - logcount_predictions_loss: 0.3513 430/2377 [====>.........................] - ETA: 9:54 - loss: 1113.6700 - logits_profile_predictions_loss: 1097.6516 - logcount_predictions_loss: 0.3513 431/2377 [====>.........................] - ETA: 9:54 - loss: 1113.6783 - logits_profile_predictions_loss: 1097.6594 - logcount_predictions_loss: 0.3513 432/2377 [====>.........................] - ETA: 9:53 - loss: 1113.6863 - logits_profile_predictions_loss: 1097.6670 - logcount_predictions_loss: 0.3513 433/2377 [====>.........................] - ETA: 9:53 - loss: 1113.6941 - logits_profile_predictions_loss: 1097.6744 - logcount_predictions_loss: 0.3513 434/2377 [====>.........................] - ETA: 9:53 - loss: 1113.7016 - logits_profile_predictions_loss: 1097.6815 - logcount_predictions_loss: 0.3513 435/2377 [====>.........................] - ETA: 9:52 - loss: 1113.7087 - logits_profile_predictions_loss: 1097.6882 - logcount_predictions_loss: 0.3513 436/2377 [====>.........................] - ETA: 9:52 - loss: 1113.7163 - logits_profile_predictions_loss: 1097.6954 - logcount_predictions_loss: 0.3513 437/2377 [====>.........................] - ETA: 9:52 - loss: 1113.7235 - logits_profile_predictions_loss: 1097.7022 - logcount_predictions_loss: 0.3513 438/2377 [====>.........................] - ETA: 9:51 - loss: 1113.7306 - logits_profile_predictions_loss: 1097.7088 - logcount_predictions_loss: 0.3514 439/2377 [====>.........................] - ETA: 9:51 - loss: 1113.7380 - logits_profile_predictions_loss: 1097.7159 - logcount_predictions_loss: 0.3514 440/2377 [====>.........................] - ETA: 9:51 - loss: 1113.7453 - logits_profile_predictions_loss: 1097.7228 - logcount_predictions_loss: 0.3514 441/2377 [====>.........................] - ETA: 9:51 - loss: 1113.7519 - logits_profile_predictions_loss: 1097.7290 - logcount_predictions_loss: 0.3514 442/2377 [====>.........................] - ETA: 9:50 - loss: 1113.7583 - logits_profile_predictions_loss: 1097.7350 - logcount_predictions_loss: 0.3514 443/2377 [====>.........................] - ETA: 9:50 - loss: 1113.7661 - logits_profile_predictions_loss: 1097.7425 - logcount_predictions_loss: 0.3514 444/2377 [====>.........................] - ETA: 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ETA: 14s - loss: 1120.7140 - logits_profile_predictions_loss: 1104.8308 - logcount_predictions_loss: 0.3483 2331/2377 [============================>.] - ETA: 14s - loss: 1120.7155 - logits_profile_predictions_loss: 1104.8324 - logcount_predictions_loss: 0.3483 2332/2377 [============================>.] - ETA: 13s - loss: 1120.7171 - logits_profile_predictions_loss: 1104.8340 - logcount_predictions_loss: 0.3483 2333/2377 [============================>.] - ETA: 13s - loss: 1120.7186 - logits_profile_predictions_loss: 1104.8356 - logcount_predictions_loss: 0.3483 2334/2377 [============================>.] - ETA: 13s - loss: 1120.7202 - logits_profile_predictions_loss: 1104.8372 - logcount_predictions_loss: 0.3483 2335/2377 [============================>.] - ETA: 12s - loss: 1120.7217 - logits_profile_predictions_loss: 1104.8389 - logcount_predictions_loss: 0.3483 2336/2377 [============================>.] - ETA: 12s - loss: 1120.7233 - logits_profile_predictions_loss: 1104.8405 - 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ETA: 10s - loss: 1120.7347 - logits_profile_predictions_loss: 1104.8524 - logcount_predictions_loss: 0.3483 2344/2377 [============================>.] - ETA: 10s - loss: 1120.7363 - logits_profile_predictions_loss: 1104.8541 - logcount_predictions_loss: 0.3483 2345/2377 [============================>.] - ETA: 9s - loss: 1120.7379 - logits_profile_predictions_loss: 1104.8557 - logcount_predictions_loss: 0.3483  2346/2377 [============================>.] - ETA: 9s - loss: 1120.7395 - logits_profile_predictions_loss: 1104.8574 - logcount_predictions_loss: 0.3483 2347/2377 [============================>.] - ETA: 9s - loss: 1120.7411 - logits_profile_predictions_loss: 1104.8591 - logcount_predictions_loss: 0.3483 2348/2377 [============================>.] - ETA: 8s - loss: 1120.7427 - logits_profile_predictions_loss: 1104.8608 - logcount_predictions_loss: 0.3483 2349/2377 [============================>.] - ETA: 8s - loss: 1120.7444 - logits_profile_predictions_loss: 1104.8625 - logcount_predictions_loss: 0.3483 2350/2377 [============================>.] - ETA: 8s - loss: 1120.7460 - logits_profile_predictions_loss: 1104.8642 - logcount_predictions_loss: 0.3483 2351/2377 [============================>.] - ETA: 7s - loss: 1120.7476 - logits_profile_predictions_loss: 1104.8659 - logcount_predictions_loss: 0.3483 2352/2377 [============================>.] - ETA: 7s - loss: 1120.7492 - logits_profile_predictions_loss: 1104.8675 - logcount_predictions_loss: 0.3483 2353/2377 [============================>.] - ETA: 7s - loss: 1120.7509 - logits_profile_predictions_loss: 1104.8692 - logcount_predictions_loss: 0.3483 2354/2377 [============================>.] - ETA: 7s - loss: 1120.7525 - logits_profile_predictions_loss: 1104.8709 - logcount_predictions_loss: 0.3483 2355/2377 [============================>.] - ETA: 6s - loss: 1120.7541 - logits_profile_predictions_loss: 1104.8726 - logcount_predictions_loss: 0.3483 2356/2377 [============================>.] - ETA: 6s - loss: 1120.7557 - logits_profile_predictions_loss: 1104.8743 - logcount_predictions_loss: 0.3483 2357/2377 [============================>.] - ETA: 6s - loss: 1120.7573 - logits_profile_predictions_loss: 1104.8759 - logcount_predictions_loss: 0.3483 2358/2377 [============================>.] - ETA: 5s - loss: 1120.7589 - logits_profile_predictions_loss: 1104.8776 - logcount_predictions_loss: 0.3483 2359/2377 [============================>.] - ETA: 5s - loss: 1120.7605 - logits_profile_predictions_loss: 1104.8792 - logcount_predictions_loss: 0.3483 2360/2377 [============================>.] - ETA: 5s - loss: 1120.7621 - logits_profile_predictions_loss: 1104.8809 - logcount_predictions_loss: 0.3483 2361/2377 [============================>.] - ETA: 4s - loss: 1120.7637 - logits_profile_predictions_loss: 1104.8826 - logcount_predictions_loss: 0.3483 2362/2377 [============================>.] - ETA: 4s - loss: 1120.7653 - logits_profile_predictions_loss: 1104.8843 - logcount_predictions_loss: 0.3483 2363/2377 [============================>.] - ETA: 4s - loss: 1120.7670 - logits_profile_predictions_loss: 1104.8860 - logcount_predictions_loss: 0.3483 2364/2377 [============================>.] - ETA: 3s - loss: 1120.7686 - logits_profile_predictions_loss: 1104.8877 - logcount_predictions_loss: 0.3483 2365/2377 [============================>.] - ETA: 3s - loss: 1120.7702 - logits_profile_predictions_loss: 1104.8894 - logcount_predictions_loss: 0.3483 2366/2377 [============================>.] - ETA: 3s - loss: 1120.7718 - logits_profile_predictions_loss: 1104.8910 - logcount_predictions_loss: 0.3483 2367/2377 [============================>.] - ETA: 3s - loss: 1120.7734 - logits_profile_predictions_loss: 1104.8927 - logcount_predictions_loss: 0.3483 2368/2377 [============================>.] - ETA: 2s - loss: 1120.7750 - logits_profile_predictions_loss: 1104.8944 - logcount_predictions_loss: 0.3483 2369/2377 [============================>.] - ETA: 2s - loss: 1120.7766 - logits_profile_predictions_loss: 1104.8960 - logcount_predictions_loss: 0.3482 2370/2377 [============================>.] - ETA: 2s - loss: 1120.7781 - logits_profile_predictions_loss: 1104.8977 - logcount_predictions_loss: 0.3482 2371/2377 [============================>.] - ETA: 1s - loss: 1120.7797 - logits_profile_predictions_loss: 1104.8993 - logcount_predictions_loss: 0.3482 2372/2377 [============================>.] - ETA: 1s - loss: 1120.7813 - logits_profile_predictions_loss: 1104.9010 - logcount_predictions_loss: 0.3482 2373/2377 [============================>.] - ETA: 1s - loss: 1120.7829 - logits_profile_predictions_loss: 1104.9027 - logcount_predictions_loss: 0.3482 2374/2377 [============================>.] - ETA: 0s - loss: 1120.7845 - logits_profile_predictions_loss: 1104.9043 - logcount_predictions_loss: 0.3482 2375/2377 [============================>.] - ETA: 0s - loss: 1120.7861 - logits_profile_predictions_loss: 1104.9060 - logcount_predictions_loss: 0.3482 2376/2377 [============================>.] - ETA: 0s - loss: 1120.7877 - logits_profile_predictions_loss: 1104.9076 - logcount_predictions_loss: 0.3482 2377/2377 [==============================] - ETA: 0s - loss: 1120.7892 - logits_profile_predictions_loss: 1104.9092 - logcount_predictions_loss: 0.3482 2377/2377 [==============================] - 764s 321ms/step - loss: 1120.7908 - logits_profile_predictions_loss: 1104.9108 - logcount_predictions_loss: 0.3482 - val_loss: 1294.5664 - val_logits_profile_predictions_loss: 1279.6392 - val_logcount_predictions_loss: 0.3274 Epoch 00005: val_loss improved from 1307.13623 to 1294.56641, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 6/50 1/2377 [..............................] - ETA: 12:25 - loss: 998.6193 - logits_profile_predictions_loss: 983.2343 - logcount_predictions_loss: 0.3374 2/2377 [..............................] - ETA: 11:59 - loss: 1021.0154 - logits_profile_predictions_loss: 1005.1165 - logcount_predictions_loss: 0.3487 3/2377 [..............................] - ETA: 11:59 - loss: 1039.1620 - logits_profile_predictions_loss: 1022.7916 - logcount_predictions_loss: 0.3590 4/2377 [..............................] - ETA: 12:00 - loss: 1058.3777 - logits_profile_predictions_loss: 1042.0937 - logcount_predictions_loss: 0.3571 5/2377 [..............................] - ETA: 12:00 - loss: 1066.5985 - logits_profile_predictions_loss: 1050.4068 - logcount_predictions_loss: 0.3551 6/2377 [..............................] - ETA: 11:59 - loss: 1072.2522 - logits_profile_predictions_loss: 1056.2548 - logcount_predictions_loss: 0.3508 7/2377 [..............................] - ETA: 11:59 - loss: 1077.5432 - logits_profile_predictions_loss: 1061.6611 - logcount_predictions_loss: 0.3483 8/2377 [..............................] - ETA: 11:59 - loss: 1078.7028 - logits_profile_predictions_loss: 1063.0154 - logcount_predictions_loss: 0.3440 9/2377 [..............................] - ETA: 11:58 - loss: 1080.2787 - logits_profile_predictions_loss: 1064.7642 - logcount_predictions_loss: 0.3402 10/2377 [..............................] - ETA: 11:58 - loss: 1082.7854 - logits_profile_predictions_loss: 1067.4098 - logcount_predictions_loss: 0.3372 11/2377 [..............................] - ETA: 11:58 - loss: 1084.2351 - logits_profile_predictions_loss: 1068.9447 - logcount_predictions_loss: 0.3353 12/2377 [..............................] - ETA: 11:58 - loss: 1085.5749 - logits_profile_predictions_loss: 1070.3756 - logcount_predictions_loss: 0.3333 13/2377 [..............................] - ETA: 11:57 - loss: 1087.5239 - logits_profile_predictions_loss: 1072.4140 - logcount_predictions_loss: 0.3314 14/2377 [..............................] - ETA: 11:57 - loss: 1090.1836 - logits_profile_predictions_loss: 1075.1450 - logcount_predictions_loss: 0.3298 15/2377 [..............................] - ETA: 11:57 - loss: 1092.4568 - logits_profile_predictions_loss: 1077.4841 - logcount_predictions_loss: 0.3283 16/2377 [..............................] - ETA: 11:57 - loss: 1094.8043 - logits_profile_predictions_loss: 1079.8722 - logcount_predictions_loss: 0.3275 17/2377 [..............................] - ETA: 11:56 - loss: 1096.7631 - logits_profile_predictions_loss: 1081.8839 - logcount_predictions_loss: 0.3263 18/2377 [..............................] - ETA: 11:56 - loss: 1098.6356 - logits_profile_predictions_loss: 1083.7928 - logcount_predictions_loss: 0.3255 19/2377 [..............................] - ETA: 11:56 - loss: 1099.9998 - logits_profile_predictions_loss: 1085.1863 - logcount_predictions_loss: 0.3249 20/2377 [..............................] - ETA: 11:55 - loss: 1101.2515 - logits_profile_predictions_loss: 1086.4664 - logcount_predictions_loss: 0.3242 21/2377 [..............................] - ETA: 11:55 - loss: 1102.0461 - logits_profile_predictions_loss: 1087.2964 - logcount_predictions_loss: 0.3235 22/2377 [..............................] - ETA: 11:55 - loss: 1102.7636 - logits_profile_predictions_loss: 1088.0489 - logcount_predictions_loss: 0.3227 23/2377 [..............................] - ETA: 11:55 - loss: 1103.3369 - logits_profile_predictions_loss: 1088.6502 - logcount_predictions_loss: 0.3221 24/2377 [..............................] - ETA: 11:54 - loss: 1103.9258 - logits_profile_predictions_loss: 1089.2700 - logcount_predictions_loss: 0.3214 25/2377 [..............................] - ETA: 11:54 - loss: 1104.6346 - logits_profile_predictions_loss: 1090.0076 - logcount_predictions_loss: 0.3208 26/2377 [..............................] - ETA: 11:54 - loss: 1105.3215 - logits_profile_predictions_loss: 1090.7123 - logcount_predictions_loss: 0.3204 27/2377 [..............................] - ETA: 11:53 - loss: 1105.8395 - logits_profile_predictions_loss: 1091.2425 - logcount_predictions_loss: 0.3201 28/2377 [..............................] - ETA: 11:53 - loss: 1106.4580 - logits_profile_predictions_loss: 1091.8733 - logcount_predictions_loss: 0.3198 29/2377 [..............................] - ETA: 11:53 - loss: 1106.9974 - logits_profile_predictions_loss: 1092.4283 - logcount_predictions_loss: 0.3195 30/2377 [..............................] - ETA: 11:52 - loss: 1107.3394 - logits_profile_predictions_loss: 1092.7882 - logcount_predictions_loss: 0.3191 31/2377 [..............................] - ETA: 11:52 - loss: 1107.6114 - logits_profile_predictions_loss: 1093.0769 - logcount_predictions_loss: 0.3187 32/2377 [..............................] - ETA: 11:52 - loss: 1107.8768 - logits_profile_predictions_loss: 1093.3567 - logcount_predictions_loss: 0.3184 33/2377 [..............................] - ETA: 11:52 - loss: 1108.0852 - logits_profile_predictions_loss: 1093.5794 - logcount_predictions_loss: 0.3181 34/2377 [..............................] - ETA: 11:51 - loss: 1108.2516 - logits_profile_predictions_loss: 1093.7626 - logcount_predictions_loss: 0.3177 35/2377 [..............................] - ETA: 11:51 - loss: 1108.3391 - logits_profile_predictions_loss: 1093.8671 - logcount_predictions_loss: 0.3174 36/2377 [..............................] - ETA: 11:51 - loss: 1108.5320 - logits_profile_predictions_loss: 1094.0742 - logcount_predictions_loss: 0.3171 37/2377 [..............................] - ETA: 11:50 - loss: 1108.7732 - logits_profile_predictions_loss: 1094.3273 - logcount_predictions_loss: 0.3168 38/2377 [..............................] - ETA: 11:50 - loss: 1109.0361 - logits_profile_predictions_loss: 1094.6006 - logcount_predictions_loss: 0.3166 39/2377 [..............................] - ETA: 11:50 - loss: 1109.1944 - logits_profile_predictions_loss: 1094.7692 - logcount_predictions_loss: 0.3163 40/2377 [..............................] - ETA: 11:50 - loss: 1109.4015 - logits_profile_predictions_loss: 1094.9877 - logcount_predictions_loss: 0.3161 41/2377 [..............................] - ETA: 11:49 - loss: 1109.5506 - logits_profile_predictions_loss: 1095.1482 - logcount_predictions_loss: 0.3158 42/2377 [..............................] - ETA: 11:49 - loss: 1109.6479 - logits_profile_predictions_loss: 1095.2532 - logcount_predictions_loss: 0.3157 43/2377 [..............................] - ETA: 11:49 - loss: 1109.6993 - logits_profile_predictions_loss: 1095.3108 - logcount_predictions_loss: 0.3155 44/2377 [..............................] - ETA: 11:49 - loss: 1109.8122 - logits_profile_predictions_loss: 1095.4285 - logcount_predictions_loss: 0.3154 45/2377 [..............................] - ETA: 11:48 - loss: 1109.9172 - logits_profile_predictions_loss: 1095.5391 - logcount_predictions_loss: 0.3153 46/2377 [..............................] - ETA: 11:48 - loss: 1110.0111 - logits_profile_predictions_loss: 1095.6383 - logcount_predictions_loss: 0.3152 47/2377 [..............................] - ETA: 11:48 - loss: 1110.1705 - logits_profile_predictions_loss: 1095.8020 - logcount_predictions_loss: 0.3151 48/2377 [..............................] - ETA: 11:47 - loss: 1110.3408 - logits_profile_predictions_loss: 1095.9753 - logcount_predictions_loss: 0.3150 49/2377 [..............................] - ETA: 11:47 - loss: 1110.4635 - logits_profile_predictions_loss: 1096.0986 - logcount_predictions_loss: 0.3150 50/2377 [..............................] - ETA: 11:47 - loss: 1110.5259 - logits_profile_predictions_loss: 1096.1627 - logcount_predictions_loss: 0.3150 51/2377 [..............................] - ETA: 11:47 - loss: 1110.6616 - logits_profile_predictions_loss: 1096.2987 - logcount_predictions_loss: 0.3150 52/2377 [..............................] - ETA: 11:46 - loss: 1110.7904 - logits_profile_predictions_loss: 1096.4269 - logcount_predictions_loss: 0.3150 53/2377 [..............................] - ETA: 11:46 - loss: 1110.8977 - logits_profile_predictions_loss: 1096.5345 - logcount_predictions_loss: 0.3150 54/2377 [..............................] - ETA: 11:46 - loss: 1110.9961 - logits_profile_predictions_loss: 1096.6326 - logcount_predictions_loss: 0.3150 55/2377 [..............................] - ETA: 11:45 - loss: 1111.0915 - logits_profile_predictions_loss: 1096.7277 - logcount_predictions_loss: 0.3150 56/2377 [..............................] - ETA: 11:45 - loss: 1111.1473 - logits_profile_predictions_loss: 1096.7831 - logcount_predictions_loss: 0.3150 57/2377 [..............................] - ETA: 11:45 - loss: 1111.2305 - logits_profile_predictions_loss: 1096.8674 - logcount_predictions_loss: 0.3150 58/2377 [..............................] - ETA: 11:44 - loss: 1111.3472 - logits_profile_predictions_loss: 1096.9859 - logcount_predictions_loss: 0.3149 59/2377 [..............................] - ETA: 11:44 - loss: 1111.4194 - logits_profile_predictions_loss: 1097.0595 - logcount_predictions_loss: 0.3149 60/2377 [..............................] - ETA: 11:44 - loss: 1111.4994 - logits_profile_predictions_loss: 1097.1410 - logcount_predictions_loss: 0.3149 61/2377 [..............................] - ETA: 11:44 - loss: 1111.5799 - logits_profile_predictions_loss: 1097.2233 - logcount_predictions_loss: 0.3148 62/2377 [..............................] - ETA: 11:43 - loss: 1111.6364 - logits_profile_predictions_loss: 1097.2804 - logcount_predictions_loss: 0.3148 63/2377 [..............................] - ETA: 11:43 - loss: 1111.7263 - logits_profile_predictions_loss: 1097.3698 - logcount_predictions_loss: 0.3148 64/2377 [..............................] - ETA: 11:43 - loss: 1111.8434 - logits_profile_predictions_loss: 1097.4863 - logcount_predictions_loss: 0.3148 65/2377 [..............................] - ETA: 11:42 - loss: 1111.9554 - logits_profile_predictions_loss: 1097.5975 - logcount_predictions_loss: 0.3149 66/2377 [..............................] - ETA: 11:42 - loss: 1112.0864 - logits_profile_predictions_loss: 1097.7250 - logcount_predictions_loss: 0.3149 67/2377 [..............................] - ETA: 11:42 - loss: 1112.1852 - logits_profile_predictions_loss: 1097.8205 - logcount_predictions_loss: 0.3150 68/2377 [..............................] - ETA: 11:42 - loss: 1112.2919 - logits_profile_predictions_loss: 1097.9241 - logcount_predictions_loss: 0.3151 69/2377 [..............................] - ETA: 11:41 - loss: 1112.4000 - logits_profile_predictions_loss: 1098.0283 - logcount_predictions_loss: 0.3152 70/2377 [..............................] - ETA: 11:41 - loss: 1112.4984 - logits_profile_predictions_loss: 1098.1225 - logcount_predictions_loss: 0.3153 71/2377 [..............................] - ETA: 11:41 - loss: 1112.5888 - logits_profile_predictions_loss: 1098.2097 - logcount_predictions_loss: 0.3153 72/2377 [..............................] - ETA: 11:40 - loss: 1112.6746 - logits_profile_predictions_loss: 1098.2922 - logcount_predictions_loss: 0.3154 73/2377 [..............................] - ETA: 11:40 - loss: 1112.7380 - 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- logcount_predictions_loss: 0.3315 403/2377 [====>.........................] - ETA: 10:00 - loss: 1118.3905 - logits_profile_predictions_loss: 1103.2735 - logcount_predictions_loss: 0.3315 404/2377 [====>.........................] - ETA: 10:00 - loss: 1118.3862 - logits_profile_predictions_loss: 1103.2682 - logcount_predictions_loss: 0.3315 405/2377 [====>.........................] - ETA: 9:59 - loss: 1118.3824 - logits_profile_predictions_loss: 1103.2634 - logcount_predictions_loss: 0.3316  406/2377 [====>.........................] - ETA: 9:59 - loss: 1118.3781 - logits_profile_predictions_loss: 1103.2581 - logcount_predictions_loss: 0.3316 407/2377 [====>.........................] - ETA: 9:59 - loss: 1118.3740 - logits_profile_predictions_loss: 1103.2529 - logcount_predictions_loss: 0.3316 408/2377 [====>.........................] - ETA: 9:58 - loss: 1118.3693 - logits_profile_predictions_loss: 1103.2472 - logcount_predictions_loss: 0.3316 409/2377 [====>.........................] - 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9:54 - loss: 1118.2849 - logits_profile_predictions_loss: 1103.1495 - logcount_predictions_loss: 0.3319 423/2377 [====>.........................] - ETA: 9:54 - loss: 1118.2803 - logits_profile_predictions_loss: 1103.1441 - logcount_predictions_loss: 0.3319 424/2377 [====>.........................] - ETA: 9:54 - loss: 1118.2761 - logits_profile_predictions_loss: 1103.1390 - logcount_predictions_loss: 0.3320 425/2377 [====>.........................] - ETA: 9:53 - loss: 1118.2709 - logits_profile_predictions_loss: 1103.1329 - logcount_predictions_loss: 0.3320 426/2377 [====>.........................] - ETA: 9:53 - loss: 1118.2653 - logits_profile_predictions_loss: 1103.1265 - logcount_predictions_loss: 0.3320 427/2377 [====>.........................] - ETA: 9:53 - loss: 1118.2599 - logits_profile_predictions_loss: 1103.1203 - logcount_predictions_loss: 0.3320 428/2377 [====>.........................] - ETA: 9:53 - loss: 1118.2534 - logits_profile_predictions_loss: 1103.1130 - 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9:50 - loss: 1118.2116 - logits_profile_predictions_loss: 1103.0654 - logcount_predictions_loss: 0.3322 436/2377 [====>.........................] - ETA: 9:50 - loss: 1118.2057 - logits_profile_predictions_loss: 1103.0587 - logcount_predictions_loss: 0.3322 437/2377 [====>.........................] - ETA: 9:50 - loss: 1118.2012 - logits_profile_predictions_loss: 1103.0534 - logcount_predictions_loss: 0.3322 438/2377 [====>.........................] - ETA: 9:50 - loss: 1118.1966 - logits_profile_predictions_loss: 1103.0479 - logcount_predictions_loss: 0.3322 439/2377 [====>.........................] - ETA: 9:49 - loss: 1118.1915 - logits_profile_predictions_loss: 1103.0421 - logcount_predictions_loss: 0.3322 440/2377 [====>.........................] - ETA: 9:49 - loss: 1118.1867 - logits_profile_predictions_loss: 1103.0365 - logcount_predictions_loss: 0.3322 441/2377 [====>.........................] - ETA: 9:49 - loss: 1118.1817 - logits_profile_predictions_loss: 1103.0308 - 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9:47 - loss: 1118.1571 - logits_profile_predictions_loss: 1103.0010 - logcount_predictions_loss: 0.3324 449/2377 [====>.........................] - ETA: 9:46 - loss: 1118.1534 - logits_profile_predictions_loss: 1102.9965 - logcount_predictions_loss: 0.3324 450/2377 [====>.........................] - ETA: 9:46 - loss: 1118.1494 - logits_profile_predictions_loss: 1102.9917 - logcount_predictions_loss: 0.3324 451/2377 [====>.........................] - ETA: 9:46 - loss: 1118.1462 - logits_profile_predictions_loss: 1102.9877 - logcount_predictions_loss: 0.3324 452/2377 [====>.........................] - ETA: 9:45 - loss: 1118.1434 - logits_profile_predictions_loss: 1102.9842 - logcount_predictions_loss: 0.3324 453/2377 [====>.........................] - ETA: 9:45 - loss: 1118.1407 - logits_profile_predictions_loss: 1102.9807 - logcount_predictions_loss: 0.3325 454/2377 [====>.........................] - ETA: 9:45 - loss: 1118.1381 - logits_profile_predictions_loss: 1102.9775 - logcount_predictions_loss: 0.3325 455/2377 [====>.........................] - ETA: 9:44 - loss: 1118.1360 - logits_profile_predictions_loss: 1102.9746 - logcount_predictions_loss: 0.3325 456/2377 [====>.........................] - ETA: 9:44 - loss: 1118.1335 - logits_profile_predictions_loss: 1102.9714 - logcount_predictions_loss: 0.3325 457/2377 [====>.........................] - ETA: 9:44 - loss: 1118.1305 - logits_profile_predictions_loss: 1102.9677 - logcount_predictions_loss: 0.3325 458/2377 [====>.........................] - ETA: 9:43 - loss: 1118.1270 - logits_profile_predictions_loss: 1102.9634 - logcount_predictions_loss: 0.3325 459/2377 [====>.........................] - ETA: 9:43 - loss: 1118.1234 - logits_profile_predictions_loss: 1102.9591 - logcount_predictions_loss: 0.3325 460/2377 [====>.........................] - ETA: 9:43 - loss: 1118.1192 - logits_profile_predictions_loss: 1102.9542 - logcount_predictions_loss: 0.3326 461/2377 [====>.........................] - ETA: 9:43 - loss: 1118.1148 - logits_profile_predictions_loss: 1102.9493 - logcount_predictions_loss: 0.3326 462/2377 [====>.........................] - ETA: 9:42 - loss: 1118.1111 - logits_profile_predictions_loss: 1102.9449 - logcount_predictions_loss: 0.3326 463/2377 [====>.........................] - ETA: 9:42 - loss: 1118.1082 - logits_profile_predictions_loss: 1102.9414 - logcount_predictions_loss: 0.3326 464/2377 [====>.........................] - ETA: 9:42 - loss: 1118.1060 - logits_profile_predictions_loss: 1102.9385 - logcount_predictions_loss: 0.3326 465/2377 [====>.........................] - ETA: 9:41 - loss: 1118.1049 - logits_profile_predictions_loss: 1102.9367 - logcount_predictions_loss: 0.3326 466/2377 [====>.........................] - ETA: 9:41 - loss: 1118.1046 - logits_profile_predictions_loss: 1102.9357 - logcount_predictions_loss: 0.3326 467/2377 [====>.........................] - ETA: 9:41 - loss: 1118.1041 - logits_profile_predictions_loss: 1102.9346 - logcount_predictions_loss: 0.3327 468/2377 [====>.........................] - ETA: 9:40 - loss: 1118.1041 - logits_profile_predictions_loss: 1102.9340 - logcount_predictions_loss: 0.3327 469/2377 [====>.........................] - ETA: 9:40 - loss: 1118.1036 - logits_profile_predictions_loss: 1102.9328 - logcount_predictions_loss: 0.3327 470/2377 [====>.........................] - ETA: 9:40 - loss: 1118.1037 - logits_profile_predictions_loss: 1102.9323 - logcount_predictions_loss: 0.3327 471/2377 [====>.........................] - ETA: 9:40 - loss: 1118.1039 - logits_profile_predictions_loss: 1102.9317 - logcount_predictions_loss: 0.3327 472/2377 [====>.........................] - ETA: 9:39 - loss: 1118.1044 - logits_profile_predictions_loss: 1102.9314 - logcount_predictions_loss: 0.3327 473/2377 [====>.........................] - ETA: 9:39 - loss: 1118.1047 - logits_profile_predictions_loss: 1102.9311 - logcount_predictions_loss: 0.3328 474/2377 [====>.........................] - ETA: 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ETA: 9s - loss: 1118.0901 - logits_profile_predictions_loss: 1102.7594 - logcount_predictions_loss: 0.3362 2347/2377 [============================>.] - ETA: 9s - loss: 1118.0907 - logits_profile_predictions_loss: 1102.7599 - logcount_predictions_loss: 0.3362 2348/2377 [============================>.] - ETA: 8s - loss: 1118.0912 - logits_profile_predictions_loss: 1102.7605 - logcount_predictions_loss: 0.3362 2349/2377 [============================>.] - ETA: 8s - loss: 1118.0917 - logits_profile_predictions_loss: 1102.7610 - logcount_predictions_loss: 0.3362 2350/2377 [============================>.] - ETA: 8s - loss: 1118.0922 - logits_profile_predictions_loss: 1102.7616 - logcount_predictions_loss: 0.3362 2351/2377 [============================>.] - ETA: 7s - loss: 1118.0928 - logits_profile_predictions_loss: 1102.7621 - logcount_predictions_loss: 0.3362 2352/2377 [============================>.] - ETA: 7s - loss: 1118.0933 - logits_profile_predictions_loss: 1102.7627 - logcount_predictions_loss: 0.3362 2353/2377 [============================>.] - ETA: 7s - loss: 1118.0939 - logits_profile_predictions_loss: 1102.7633 - logcount_predictions_loss: 0.3362 2354/2377 [============================>.] - ETA: 7s - loss: 1118.0945 - logits_profile_predictions_loss: 1102.7639 - logcount_predictions_loss: 0.3362 2355/2377 [============================>.] - ETA: 6s - loss: 1118.0950 - logits_profile_predictions_loss: 1102.7644 - logcount_predictions_loss: 0.3362 2356/2377 [============================>.] - ETA: 6s - loss: 1118.0956 - logits_profile_predictions_loss: 1102.7650 - logcount_predictions_loss: 0.3362 2357/2377 [============================>.] - ETA: 6s - loss: 1118.0961 - logits_profile_predictions_loss: 1102.7656 - logcount_predictions_loss: 0.3362 2358/2377 [============================>.] - ETA: 5s - loss: 1118.0966 - logits_profile_predictions_loss: 1102.7661 - logcount_predictions_loss: 0.3362 2359/2377 [============================>.] - ETA: 5s - loss: 1118.0972 - logits_profile_predictions_loss: 1102.7667 - logcount_predictions_loss: 0.3362 2360/2377 [============================>.] - ETA: 5s - loss: 1118.0977 - logits_profile_predictions_loss: 1102.7673 - logcount_predictions_loss: 0.3362 2361/2377 [============================>.] - ETA: 4s - loss: 1118.0983 - logits_profile_predictions_loss: 1102.7679 - logcount_predictions_loss: 0.3362 2362/2377 [============================>.] - ETA: 4s - loss: 1118.0989 - logits_profile_predictions_loss: 1102.7685 - logcount_predictions_loss: 0.3362 2363/2377 [============================>.] - ETA: 4s - loss: 1118.0995 - logits_profile_predictions_loss: 1102.7691 - logcount_predictions_loss: 0.3362 2364/2377 [============================>.] - ETA: 3s - loss: 1118.1001 - logits_profile_predictions_loss: 1102.7697 - logcount_predictions_loss: 0.3362 2365/2377 [============================>.] - ETA: 3s - loss: 1118.1006 - logits_profile_predictions_loss: 1102.7703 - logcount_predictions_loss: 0.3362 2366/2377 [============================>.] - ETA: 3s - loss: 1118.1012 - logits_profile_predictions_loss: 1102.7709 - logcount_predictions_loss: 0.3362 2367/2377 [============================>.] - ETA: 3s - loss: 1118.1018 - logits_profile_predictions_loss: 1102.7715 - logcount_predictions_loss: 0.3362 2368/2377 [============================>.] - ETA: 2s - loss: 1118.1024 - logits_profile_predictions_loss: 1102.7721 - logcount_predictions_loss: 0.3362 2369/2377 [============================>.] - ETA: 2s - loss: 1118.1030 - logits_profile_predictions_loss: 1102.7727 - logcount_predictions_loss: 0.3362 2370/2377 [============================>.] - ETA: 2s - loss: 1118.1036 - logits_profile_predictions_loss: 1102.7733 - logcount_predictions_loss: 0.3362 2371/2377 [============================>.] - ETA: 1s - loss: 1118.1041 - logits_profile_predictions_loss: 1102.7739 - logcount_predictions_loss: 0.3362 2372/2377 [============================>.] - ETA: 1s - loss: 1118.1047 - logits_profile_predictions_loss: 1102.7745 - logcount_predictions_loss: 0.3362 2373/2377 [============================>.] - ETA: 1s - loss: 1118.1052 - logits_profile_predictions_loss: 1102.7750 - logcount_predictions_loss: 0.3362 2374/2377 [============================>.] - ETA: 0s - loss: 1118.1058 - logits_profile_predictions_loss: 1102.7756 - logcount_predictions_loss: 0.3362 2375/2377 [============================>.] - ETA: 0s - loss: 1118.1063 - logits_profile_predictions_loss: 1102.7761 - logcount_predictions_loss: 0.3362 2376/2377 [============================>.] - ETA: 0s - loss: 1118.1068 - logits_profile_predictions_loss: 1102.7767 - logcount_predictions_loss: 0.3362 2377/2377 [==============================] - ETA: 0s - loss: 1118.1074 - logits_profile_predictions_loss: 1102.7773 - logcount_predictions_loss: 0.3362 2377/2377 [==============================] - 763s 321ms/step - loss: 1118.1079 - logits_profile_predictions_loss: 1102.7778 - logcount_predictions_loss: 0.3362 - val_loss: 1283.6479 - val_logits_profile_predictions_loss: 1270.2480 - val_logcount_predictions_loss: 0.2939 Epoch 00006: val_loss improved from 1294.56641 to 1283.64795, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 7/50 1/2377 [..............................] - ETA: 12:32 - loss: 1178.1315 - logits_profile_predictions_loss: 1167.7532 - logcount_predictions_loss: 0.2276 2/2377 [..............................] - ETA: 11:59 - loss: 1154.5976 - logits_profile_predictions_loss: 1142.7901 - logcount_predictions_loss: 0.2589 3/2377 [..............................] - ETA: 11:58 - loss: 1156.1960 - logits_profile_predictions_loss: 1143.5165 - logcount_predictions_loss: 0.2781 4/2377 [..............................] - ETA: 12:00 - loss: 1160.1138 - logits_profile_predictions_loss: 1146.9789 - logcount_predictions_loss: 0.2880 5/2377 [..............................] - ETA: 12:00 - loss: 1158.1046 - logits_profile_predictions_loss: 1144.6310 - logcount_predictions_loss: 0.2955 6/2377 [..............................] - ETA: 11:59 - loss: 1152.1320 - logits_profile_predictions_loss: 1138.5272 - logcount_predictions_loss: 0.2984 7/2377 [..............................] - ETA: 11:59 - loss: 1149.5621 - logits_profile_predictions_loss: 1135.9607 - logcount_predictions_loss: 0.2983 8/2377 [..............................] - ETA: 12:02 - loss: 1146.9349 - logits_profile_predictions_loss: 1133.3410 - logcount_predictions_loss: 0.2981 9/2377 [..............................] - ETA: 12:01 - loss: 1143.6676 - logits_profile_predictions_loss: 1130.1299 - logcount_predictions_loss: 0.2969 10/2377 [..............................] - ETA: 12:01 - loss: 1141.6739 - logits_profile_predictions_loss: 1128.1853 - logcount_predictions_loss: 0.2958 11/2377 [..............................] - ETA: 12:00 - loss: 1140.3349 - logits_profile_predictions_loss: 1126.8928 - logcount_predictions_loss: 0.2948 12/2377 [..............................] - ETA: 12:00 - loss: 1138.8302 - logits_profile_predictions_loss: 1125.4292 - logcount_predictions_loss: 0.2939 13/2377 [..............................] - ETA: 11:59 - loss: 1137.9633 - logits_profile_predictions_loss: 1124.5752 - logcount_predictions_loss: 0.2936 14/2377 [..............................] - ETA: 11:59 - loss: 1137.5971 - logits_profile_predictions_loss: 1124.2183 - logcount_predictions_loss: 0.2934 15/2377 [..............................] - ETA: 11:59 - loss: 1137.7826 - logits_profile_predictions_loss: 1124.4222 - logcount_predictions_loss: 0.2930 16/2377 [..............................] - ETA: 11:58 - loss: 1137.8861 - logits_profile_predictions_loss: 1124.5380 - logcount_predictions_loss: 0.2927 17/2377 [..............................] - ETA: 11:58 - loss: 1138.0012 - logits_profile_predictions_loss: 1124.6613 - logcount_predictions_loss: 0.2925 18/2377 [..............................] - ETA: 11:58 - loss: 1137.7998 - logits_profile_predictions_loss: 1124.4631 - logcount_predictions_loss: 0.2925 19/2377 [..............................] - ETA: 11:57 - loss: 1137.1781 - logits_profile_predictions_loss: 1123.8150 - logcount_predictions_loss: 0.2931 20/2377 [..............................] - ETA: 11:57 - loss: 1137.0819 - logits_profile_predictions_loss: 1123.6883 - logcount_predictions_loss: 0.2937 21/2377 [..............................] - ETA: 11:57 - loss: 1137.0299 - logits_profile_predictions_loss: 1123.6096 - logcount_predictions_loss: 0.2943 22/2377 [..............................] - ETA: 11:56 - loss: 1136.7231 - logits_profile_predictions_loss: 1123.2780 - logcount_predictions_loss: 0.2948 23/2377 [..............................] - ETA: 11:56 - loss: 1136.5455 - logits_profile_predictions_loss: 1123.0796 - logcount_predictions_loss: 0.2953 24/2377 [..............................] - ETA: 11:56 - loss: 1136.3303 - logits_profile_predictions_loss: 1122.8383 - logcount_predictions_loss: 0.2959 25/2377 [..............................] - ETA: 11:55 - loss: 1136.0412 - logits_profile_predictions_loss: 1122.5220 - logcount_predictions_loss: 0.2965 26/2377 [..............................] - ETA: 11:55 - loss: 1135.8085 - logits_profile_predictions_loss: 1122.2688 - logcount_predictions_loss: 0.2969 27/2377 [..............................] - ETA: 11:55 - loss: 1135.5971 - logits_profile_predictions_loss: 1122.0433 - logcount_predictions_loss: 0.2972 28/2377 [..............................] - ETA: 11:54 - loss: 1135.3023 - logits_profile_predictions_loss: 1121.7354 - logcount_predictions_loss: 0.2975 29/2377 [..............................] - ETA: 11:54 - loss: 1134.7930 - logits_profile_predictions_loss: 1121.2147 - logcount_predictions_loss: 0.2978 30/2377 [..............................] - ETA: 11:54 - loss: 1134.4056 - logits_profile_predictions_loss: 1120.8169 - logcount_predictions_loss: 0.2980 31/2377 [..............................] - ETA: 11:53 - loss: 1134.0884 - logits_profile_predictions_loss: 1120.4912 - logcount_predictions_loss: 0.2982 32/2377 [..............................] - ETA: 11:53 - loss: 1133.7999 - logits_profile_predictions_loss: 1120.1971 - logcount_predictions_loss: 0.2983 33/2377 [..............................] - ETA: 11:53 - loss: 1133.4213 - logits_profile_predictions_loss: 1119.8151 - logcount_predictions_loss: 0.2984 34/2377 [..............................] - ETA: 11:53 - loss: 1133.2683 - logits_profile_predictions_loss: 1119.6563 - logcount_predictions_loss: 0.2985 35/2377 [..............................] - ETA: 11:52 - loss: 1133.1875 - logits_profile_predictions_loss: 1119.5725 - logcount_predictions_loss: 0.2986 36/2377 [..............................] - ETA: 11:52 - loss: 1133.1313 - logits_profile_predictions_loss: 1119.5149 - logcount_predictions_loss: 0.2986 37/2377 [..............................] - ETA: 11:52 - loss: 1133.0399 - logits_profile_predictions_loss: 1119.4212 - logcount_predictions_loss: 0.2987 38/2377 [..............................] - ETA: 11:51 - loss: 1132.9045 - logits_profile_predictions_loss: 1119.2802 - logcount_predictions_loss: 0.2988 39/2377 [..............................] - ETA: 11:51 - loss: 1132.7371 - logits_profile_predictions_loss: 1119.1011 - logcount_predictions_loss: 0.2990 40/2377 [..............................] - ETA: 11:51 - loss: 1132.4980 - logits_profile_predictions_loss: 1118.8489 - logcount_predictions_loss: 0.2993 41/2377 [..............................] - ETA: 11:50 - loss: 1132.3640 - logits_profile_predictions_loss: 1118.6994 - logcount_predictions_loss: 0.2997 42/2377 [..............................] - ETA: 11:50 - loss: 1132.1959 - logits_profile_predictions_loss: 1118.5143 - logcount_predictions_loss: 0.3000 43/2377 [..............................] - ETA: 11:50 - loss: 1132.0618 - logits_profile_predictions_loss: 1118.3646 - logcount_predictions_loss: 0.3004 44/2377 [..............................] - ETA: 11:50 - loss: 1131.9376 - logits_profile_predictions_loss: 1118.2263 - logcount_predictions_loss: 0.3007 45/2377 [..............................] - ETA: 11:49 - loss: 1131.9025 - logits_profile_predictions_loss: 1118.1780 - logcount_predictions_loss: 0.3010 46/2377 [..............................] - ETA: 11:49 - loss: 1131.9374 - logits_profile_predictions_loss: 1118.1987 - logcount_predictions_loss: 0.3013 47/2377 [..............................] - ETA: 11:49 - loss: 1131.9174 - logits_profile_predictions_loss: 1118.1645 - logcount_predictions_loss: 0.3016 48/2377 [..............................] - ETA: 11:48 - loss: 1131.9086 - logits_profile_predictions_loss: 1118.1434 - logcount_predictions_loss: 0.3019 49/2377 [..............................] - ETA: 11:48 - loss: 1131.8439 - logits_profile_predictions_loss: 1118.0678 - logcount_predictions_loss: 0.3021 50/2377 [..............................] - ETA: 11:48 - loss: 1131.7532 - logits_profile_predictions_loss: 1117.9657 - logcount_predictions_loss: 0.3024 51/2377 [..............................] - ETA: 11:47 - loss: 1131.6867 - logits_profile_predictions_loss: 1117.8878 - logcount_predictions_loss: 0.3026 52/2377 [..............................] - ETA: 11:47 - loss: 1131.6461 - logits_profile_predictions_loss: 1117.8385 - logcount_predictions_loss: 0.3028 53/2377 [..............................] - ETA: 11:47 - loss: 1131.6105 - logits_profile_predictions_loss: 1117.7934 - logcount_predictions_loss: 0.3030 54/2377 [..............................] - ETA: 11:47 - loss: 1131.5247 - logits_profile_predictions_loss: 1117.6992 - logcount_predictions_loss: 0.3032 55/2377 [..............................] - ETA: 11:46 - loss: 1131.4324 - logits_profile_predictions_loss: 1117.5978 - logcount_predictions_loss: 0.3034 56/2377 [..............................] - ETA: 11:46 - loss: 1131.3267 - logits_profile_predictions_loss: 1117.4847 - logcount_predictions_loss: 0.3036 57/2377 [..............................] - ETA: 11:46 - loss: 1131.2065 - logits_profile_predictions_loss: 1117.3585 - logcount_predictions_loss: 0.3037 58/2377 [..............................] - ETA: 11:45 - loss: 1131.0556 - logits_profile_predictions_loss: 1117.2015 - logcount_predictions_loss: 0.3038 59/2377 [..............................] - ETA: 11:45 - loss: 1130.8521 - logits_profile_predictions_loss: 1116.9929 - logcount_predictions_loss: 0.3039 60/2377 [..............................] - ETA: 11:45 - loss: 1130.6518 - logits_profile_predictions_loss: 1116.7876 - logcount_predictions_loss: 0.3040 61/2377 [..............................] - ETA: 11:44 - loss: 1130.4764 - logits_profile_predictions_loss: 1116.6060 - logcount_predictions_loss: 0.3042 62/2377 [..............................] - ETA: 11:44 - loss: 1130.2938 - logits_profile_predictions_loss: 1116.4163 - logcount_predictions_loss: 0.3043 63/2377 [..............................] - ETA: 11:44 - loss: 1130.0890 - logits_profile_predictions_loss: 1116.2040 - logcount_predictions_loss: 0.3045 64/2377 [..............................] - ETA: 11:44 - loss: 1129.8506 - logits_profile_predictions_loss: 1115.9582 - logcount_predictions_loss: 0.3047 65/2377 [..............................] - ETA: 11:43 - loss: 1129.6135 - logits_profile_predictions_loss: 1115.7136 - logcount_predictions_loss: 0.3048 66/2377 [..............................] - ETA: 11:43 - loss: 1129.3737 - logits_profile_predictions_loss: 1115.4665 - logcount_predictions_loss: 0.3050 67/2377 [..............................] - ETA: 11:43 - loss: 1129.0956 - logits_profile_predictions_loss: 1115.1811 - logcount_predictions_loss: 0.3051 68/2377 [..............................] - ETA: 11:42 - loss: 1128.8124 - logits_profile_predictions_loss: 1114.8907 - logcount_predictions_loss: 0.3053 69/2377 [..............................] - ETA: 11:42 - loss: 1128.5139 - logits_profile_predictions_loss: 1114.5852 - logcount_predictions_loss: 0.3055 70/2377 [..............................] - ETA: 11:42 - loss: 1128.2331 - logits_profile_predictions_loss: 1114.2980 - logcount_predictions_loss: 0.3056 71/2377 [..............................] - ETA: 11:42 - loss: 1127.9662 - logits_profile_predictions_loss: 1114.0256 - logcount_predictions_loss: 0.3057 72/2377 [..............................] - ETA: 11:41 - loss: 1127.6858 - logits_profile_predictions_loss: 1113.7401 - logcount_predictions_loss: 0.3058 73/2377 [..............................] - ETA: 11:41 - loss: 1127.4682 - logits_profile_predictions_loss: 1113.5171 - logcount_predictions_loss: 0.3059 74/2377 [..............................] - ETA: 11:41 - loss: 1127.2516 - logits_profile_predictions_loss: 1113.2952 - logcount_predictions_loss: 0.3061 75/2377 [..............................] - ETA: 11:40 - loss: 1127.0246 - logits_profile_predictions_loss: 1113.0633 - logcount_predictions_loss: 0.3062 76/2377 [..............................] - ETA: 11:40 - loss: 1126.8145 - logits_profile_predictions_loss: 1112.8477 - logcount_predictions_loss: 0.3063 77/2377 [..............................] - ETA: 11:40 - loss: 1126.6123 - logits_profile_predictions_loss: 1112.6405 - logcount_predictions_loss: 0.3064 78/2377 [..............................] - ETA: 11:39 - loss: 1126.4050 - logits_profile_predictions_loss: 1112.4277 - logcount_predictions_loss: 0.3065 79/2377 [..............................] - ETA: 11:39 - loss: 1126.2052 - logits_profile_predictions_loss: 1112.2224 - logcount_predictions_loss: 0.3066 80/2377 [>.............................] - ETA: 11:39 - loss: 1126.0245 - logits_profile_predictions_loss: 1112.0367 - logcount_predictions_loss: 0.3067 81/2377 [>.............................] - ETA: 11:39 - loss: 1125.8508 - logits_profile_predictions_loss: 1111.8590 - logcount_predictions_loss: 0.3068 82/2377 [>.............................] - ETA: 11:38 - loss: 1125.6902 - logits_profile_predictions_loss: 1111.6945 - logcount_predictions_loss: 0.3069 83/2377 [>.............................] - ETA: 11:38 - loss: 1125.5442 - logits_profile_predictions_loss: 1111.5452 - logcount_predictions_loss: 0.3070 84/2377 [>.............................] - ETA: 11:38 - loss: 1125.3969 - logits_profile_predictions_loss: 1111.3945 - logcount_predictions_loss: 0.3071 85/2377 [>.............................] - ETA: 11:37 - loss: 1125.2560 - logits_profile_predictions_loss: 1111.2499 - logcount_predictions_loss: 0.3072 86/2377 [>.............................] - ETA: 11:37 - loss: 1125.1267 - logits_profile_predictions_loss: 1111.1167 - logcount_predictions_loss: 0.3072 87/2377 [>.............................] - ETA: 11:37 - loss: 1124.9878 - logits_profile_predictions_loss: 1110.9739 - logcount_predictions_loss: 0.3073 88/2377 [>.............................] - ETA: 11:36 - loss: 1124.8602 - logits_profile_predictions_loss: 1110.8428 - logcount_predictions_loss: 0.3074 89/2377 [>.............................] - ETA: 11:36 - loss: 1124.7155 - 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loss: 1112.6341 - logits_profile_predictions_loss: 1098.1832 - logcount_predictions_loss: 0.3169 2369/2377 [============================>.] - ETA: 2s - loss: 1112.6340 - logits_profile_predictions_loss: 1098.1830 - logcount_predictions_loss: 0.3169 2370/2377 [============================>.] - ETA: 2s - loss: 1112.6338 - logits_profile_predictions_loss: 1098.1829 - logcount_predictions_loss: 0.3169 2371/2377 [============================>.] - ETA: 1s - loss: 1112.6336 - logits_profile_predictions_loss: 1098.1827 - logcount_predictions_loss: 0.3169 2372/2377 [============================>.] - ETA: 1s - loss: 1112.6335 - logits_profile_predictions_loss: 1098.1826 - logcount_predictions_loss: 0.3169 2373/2377 [============================>.] - ETA: 1s - loss: 1112.6333 - logits_profile_predictions_loss: 1098.1824 - logcount_predictions_loss: 0.3169 2374/2377 [============================>.] - ETA: 0s - loss: 1112.6332 - logits_profile_predictions_loss: 1098.1823 - logcount_predictions_loss: 0.3169 2375/2377 [============================>.] - ETA: 0s - loss: 1112.6330 - logits_profile_predictions_loss: 1098.1822 - logcount_predictions_loss: 0.3169 2376/2377 [============================>.] - ETA: 0s - loss: 1112.6329 - logits_profile_predictions_loss: 1098.1820 - logcount_predictions_loss: 0.3169 2377/2377 [==============================] - ETA: 0s - loss: 1112.6327 - logits_profile_predictions_loss: 1098.1819 - logcount_predictions_loss: 0.3169 2377/2377 [==============================] - 764s 321ms/step - loss: 1112.6325 - logits_profile_predictions_loss: 1098.1817 - logcount_predictions_loss: 0.3169 - val_loss: 1293.4540 - val_logits_profile_predictions_loss: 1279.5359 - val_logcount_predictions_loss: 0.3052 Epoch 00007: val_loss did not improve from 1283.64795 Epoch 8/50 1/2377 [..............................] - ETA: 12:25 - loss: 1076.2332 - logits_profile_predictions_loss: 1058.4141 - logcount_predictions_loss: 0.3908 2/2377 [..............................] - ETA: 12:04 - loss: 1070.1735 - logits_profile_predictions_loss: 1054.1835 - logcount_predictions_loss: 0.3507 3/2377 [..............................] - ETA: 12:02 - loss: 1070.5398 - logits_profile_predictions_loss: 1054.6643 - logcount_predictions_loss: 0.3481 4/2377 [..............................] - ETA: 12:02 - loss: 1080.9897 - logits_profile_predictions_loss: 1064.5721 - logcount_predictions_loss: 0.3600 5/2377 [..............................] - ETA: 12:01 - loss: 1090.2918 - logits_profile_predictions_loss: 1073.5781 - logcount_predictions_loss: 0.3665 6/2377 [..............................] - ETA: 12:01 - loss: 1097.1592 - logits_profile_predictions_loss: 1080.4411 - logcount_predictions_loss: 0.3666 7/2377 [..............................] - ETA: 12:00 - loss: 1104.1543 - logits_profile_predictions_loss: 1087.4709 - logcount_predictions_loss: 0.3659 8/2377 [..............................] - ETA: 12:00 - loss: 1111.2901 - logits_profile_predictions_loss: 1094.6771 - logcount_predictions_loss: 0.3643 9/2377 [..............................] - ETA: 12:00 - loss: 1115.1572 - logits_profile_predictions_loss: 1098.6137 - logcount_predictions_loss: 0.3628 10/2377 [..............................] - ETA: 11:59 - loss: 1117.6989 - logits_profile_predictions_loss: 1101.2744 - logcount_predictions_loss: 0.3602 11/2377 [..............................] - ETA: 11:59 - loss: 1119.6322 - logits_profile_predictions_loss: 1103.2915 - logcount_predictions_loss: 0.3583 12/2377 [..............................] - ETA: 11:59 - loss: 1121.2762 - logits_profile_predictions_loss: 1105.0049 - logcount_predictions_loss: 0.3568 13/2377 [..............................] - ETA: 11:58 - loss: 1121.4489 - logits_profile_predictions_loss: 1105.2623 - logcount_predictions_loss: 0.3550 14/2377 [..............................] - ETA: 11:58 - loss: 1120.9353 - logits_profile_predictions_loss: 1104.8247 - logcount_predictions_loss: 0.3533 15/2377 [..............................] - ETA: 11:58 - loss: 1120.4825 - logits_profile_predictions_loss: 1104.4321 - logcount_predictions_loss: 0.3520 16/2377 [..............................] - ETA: 11:57 - loss: 1119.8052 - logits_profile_predictions_loss: 1103.8165 - logcount_predictions_loss: 0.3506 17/2377 [..............................] - ETA: 11:57 - loss: 1119.1680 - logits_profile_predictions_loss: 1103.2293 - logcount_predictions_loss: 0.3495 18/2377 [..............................] - ETA: 11:57 - loss: 1118.5048 - logits_profile_predictions_loss: 1102.6268 - logcount_predictions_loss: 0.3482 19/2377 [..............................] - ETA: 11:57 - loss: 1117.6671 - logits_profile_predictions_loss: 1101.8416 - logcount_predictions_loss: 0.3471 20/2377 [..............................] - ETA: 11:56 - loss: 1116.9716 - logits_profile_predictions_loss: 1101.1768 - logcount_predictions_loss: 0.3464 21/2377 [..............................] - ETA: 11:56 - loss: 1116.6098 - logits_profile_predictions_loss: 1100.8492 - logcount_predictions_loss: 0.3456 22/2377 [..............................] - ETA: 11:56 - loss: 1116.3198 - logits_profile_predictions_loss: 1100.5914 - logcount_predictions_loss: 0.3449 23/2377 [..............................] - ETA: 11:55 - loss: 1115.7998 - logits_profile_predictions_loss: 1100.1160 - logcount_predictions_loss: 0.3439 24/2377 [..............................] - ETA: 11:55 - loss: 1115.1811 - logits_profile_predictions_loss: 1099.5377 - logcount_predictions_loss: 0.3431 25/2377 [..............................] - ETA: 11:56 - loss: 1114.6867 - logits_profile_predictions_loss: 1099.0805 - logcount_predictions_loss: 0.3422 26/2377 [..............................] - ETA: 11:55 - loss: 1114.4052 - logits_profile_predictions_loss: 1098.8339 - logcount_predictions_loss: 0.3415 27/2377 [..............................] - ETA: 11:55 - loss: 1114.3131 - logits_profile_predictions_loss: 1098.7764 - logcount_predictions_loss: 0.3407 28/2377 [..............................] - ETA: 11:55 - loss: 1113.9082 - logits_profile_predictions_loss: 1098.4114 - logcount_predictions_loss: 0.3398 29/2377 [..............................] - ETA: 11:54 - loss: 1113.4606 - logits_profile_predictions_loss: 1097.9950 - logcount_predictions_loss: 0.3392 30/2377 [..............................] - ETA: 11:54 - loss: 1112.9633 - logits_profile_predictions_loss: 1097.5296 - logcount_predictions_loss: 0.3385 31/2377 [..............................] - ETA: 11:54 - loss: 1112.5811 - logits_profile_predictions_loss: 1097.1724 - logcount_predictions_loss: 0.3379 32/2377 [..............................] - ETA: 11:53 - loss: 1112.4046 - logits_profile_predictions_loss: 1097.0151 - logcount_predictions_loss: 0.3375 33/2377 [..............................] - ETA: 11:53 - loss: 1112.4044 - logits_profile_predictions_loss: 1097.0288 - logcount_predictions_loss: 0.3372 34/2377 [..............................] - ETA: 11:53 - loss: 1112.2870 - logits_profile_predictions_loss: 1096.9160 - logcount_predictions_loss: 0.3371 35/2377 [..............................] - ETA: 11:53 - loss: 1112.2054 - logits_profile_predictions_loss: 1096.8354 - logcount_predictions_loss: 0.3371 36/2377 [..............................] - ETA: 11:52 - loss: 1112.0380 - logits_profile_predictions_loss: 1096.6658 - logcount_predictions_loss: 0.3371 37/2377 [..............................] - ETA: 11:52 - loss: 1112.0344 - logits_profile_predictions_loss: 1096.6595 - logcount_predictions_loss: 0.3372 38/2377 [..............................] - ETA: 11:52 - loss: 1112.0129 - logits_profile_predictions_loss: 1096.6327 - logcount_predictions_loss: 0.3373 39/2377 [..............................] - ETA: 11:51 - loss: 1112.0830 - logits_profile_predictions_loss: 1096.6975 - logcount_predictions_loss: 0.3374 40/2377 [..............................] - ETA: 11:51 - loss: 1112.2943 - logits_profile_predictions_loss: 1096.9033 - logcount_predictions_loss: 0.3375 41/2377 [..............................] - ETA: 11:51 - loss: 1112.5302 - logits_profile_predictions_loss: 1097.1290 - logcount_predictions_loss: 0.3377 42/2377 [..............................] - ETA: 11:50 - loss: 1112.7271 - logits_profile_predictions_loss: 1097.3149 - logcount_predictions_loss: 0.3380 43/2377 [..............................] - ETA: 11:50 - loss: 1112.8974 - logits_profile_predictions_loss: 1097.4764 - logcount_predictions_loss: 0.3382 44/2377 [..............................] - ETA: 11:50 - loss: 1113.0265 - logits_profile_predictions_loss: 1097.5999 - logcount_predictions_loss: 0.3383 45/2377 [..............................] - ETA: 11:50 - loss: 1113.1335 - logits_profile_predictions_loss: 1097.7011 - logcount_predictions_loss: 0.3384 46/2377 [..............................] - ETA: 11:49 - loss: 1113.2611 - logits_profile_predictions_loss: 1097.8218 - logcount_predictions_loss: 0.3386 47/2377 [..............................] - ETA: 11:49 - loss: 1113.4221 - logits_profile_predictions_loss: 1097.9746 - logcount_predictions_loss: 0.3388 48/2377 [..............................] - ETA: 11:49 - loss: 1113.5191 - logits_profile_predictions_loss: 1098.0669 - logcount_predictions_loss: 0.3389 49/2377 [..............................] - ETA: 11:48 - loss: 1113.5818 - logits_profile_predictions_loss: 1098.1264 - logcount_predictions_loss: 0.3389 50/2377 [..............................] - ETA: 11:48 - loss: 1113.6204 - logits_profile_predictions_loss: 1098.1619 - logcount_predictions_loss: 0.3390 51/2377 [..............................] - ETA: 11:48 - loss: 1113.6559 - logits_profile_predictions_loss: 1098.1934 - logcount_predictions_loss: 0.3391 52/2377 [..............................] - ETA: 11:47 - loss: 1113.6895 - logits_profile_predictions_loss: 1098.2259 - logcount_predictions_loss: 0.3391 53/2377 [..............................] - ETA: 11:47 - loss: 1113.7497 - logits_profile_predictions_loss: 1098.2855 - logcount_predictions_loss: 0.3391 54/2377 [..............................] - ETA: 11:47 - loss: 1113.8608 - logits_profile_predictions_loss: 1098.3953 - logcount_predictions_loss: 0.3392 55/2377 [..............................] - ETA: 11:47 - loss: 1113.9789 - logits_profile_predictions_loss: 1098.5112 - logcount_predictions_loss: 0.3392 56/2377 [..............................] - ETA: 11:46 - loss: 1114.1183 - logits_profile_predictions_loss: 1098.6504 - logcount_predictions_loss: 0.3392 57/2377 [..............................] - ETA: 11:46 - loss: 1114.2427 - logits_profile_predictions_loss: 1098.7747 - logcount_predictions_loss: 0.3392 58/2377 [..............................] - ETA: 11:46 - loss: 1114.4173 - logits_profile_predictions_loss: 1098.9494 - logcount_predictions_loss: 0.3392 59/2377 [..............................] - ETA: 11:45 - loss: 1114.6473 - logits_profile_predictions_loss: 1099.1801 - logcount_predictions_loss: 0.3392 60/2377 [..............................] - ETA: 11:45 - loss: 1114.8300 - logits_profile_predictions_loss: 1099.3625 - logcount_predictions_loss: 0.3392 61/2377 [..............................] - ETA: 11:45 - loss: 1114.9970 - logits_profile_predictions_loss: 1099.5297 - logcount_predictions_loss: 0.3392 62/2377 [..............................] - ETA: 11:44 - loss: 1115.1943 - logits_profile_predictions_loss: 1099.7268 - logcount_predictions_loss: 0.3392 63/2377 [..............................] - ETA: 11:44 - loss: 1115.3667 - logits_profile_predictions_loss: 1099.8985 - logcount_predictions_loss: 0.3392 64/2377 [..............................] - ETA: 11:44 - loss: 1115.5349 - logits_profile_predictions_loss: 1100.0673 - logcount_predictions_loss: 0.3392 65/2377 [..............................] - ETA: 11:44 - loss: 1115.6874 - logits_profile_predictions_loss: 1100.2217 - logcount_predictions_loss: 0.3392 66/2377 [..............................] - ETA: 11:43 - loss: 1115.8322 - logits_profile_predictions_loss: 1100.3688 - logcount_predictions_loss: 0.3391 67/2377 [..............................] - ETA: 11:43 - loss: 1115.9562 - logits_profile_predictions_loss: 1100.4951 - logcount_predictions_loss: 0.3391 68/2377 [..............................] - ETA: 11:43 - loss: 1116.0809 - logits_profile_predictions_loss: 1100.6228 - logcount_predictions_loss: 0.3390 69/2377 [..............................] - ETA: 11:42 - loss: 1116.2302 - logits_profile_predictions_loss: 1100.7757 - logcount_predictions_loss: 0.3389 70/2377 [..............................] - ETA: 11:42 - loss: 1116.3761 - logits_profile_predictions_loss: 1100.9248 - logcount_predictions_loss: 0.3388 71/2377 [..............................] - ETA: 11:42 - loss: 1116.5054 - logits_profile_predictions_loss: 1101.0580 - logcount_predictions_loss: 0.3388 72/2377 [..............................] - ETA: 11:41 - loss: 1116.6215 - logits_profile_predictions_loss: 1101.1785 - logcount_predictions_loss: 0.3387 73/2377 [..............................] - ETA: 11:41 - loss: 1116.7193 - logits_profile_predictions_loss: 1101.2799 - logcount_predictions_loss: 0.3386 74/2377 [..............................] - ETA: 11:41 - loss: 1116.7865 - logits_profile_predictions_loss: 1101.3511 - logcount_predictions_loss: 0.3385 75/2377 [..............................] - ETA: 11:41 - loss: 1116.8543 - logits_profile_predictions_loss: 1101.4236 - logcount_predictions_loss: 0.3384 76/2377 [..............................] - ETA: 11:40 - loss: 1116.9313 - logits_profile_predictions_loss: 1101.5051 - logcount_predictions_loss: 0.3383 77/2377 [..............................] - ETA: 11:40 - loss: 1116.9987 - logits_profile_predictions_loss: 1101.5772 - logcount_predictions_loss: 0.3382 78/2377 [..............................] - ETA: 11:40 - loss: 1117.0749 - logits_profile_predictions_loss: 1101.6579 - logcount_predictions_loss: 0.3381 79/2377 [..............................] - ETA: 11:39 - loss: 1117.1533 - logits_profile_predictions_loss: 1101.7411 - logcount_predictions_loss: 0.3380 80/2377 [>.............................] - ETA: 11:39 - loss: 1117.2284 - logits_profile_predictions_loss: 1101.8216 - logcount_predictions_loss: 0.3379 81/2377 [>.............................] - ETA: 11:39 - loss: 1117.3179 - logits_profile_predictions_loss: 1101.9147 - logcount_predictions_loss: 0.3378 82/2377 [>.............................] - ETA: 11:38 - loss: 1117.4095 - logits_profile_predictions_loss: 1102.0101 - logcount_predictions_loss: 0.3377 83/2377 [>.............................] - ETA: 11:38 - loss: 1117.5120 - logits_profile_predictions_loss: 1102.1160 - logcount_predictions_loss: 0.3376 84/2377 [>.............................] - ETA: 11:38 - loss: 1117.6035 - logits_profile_predictions_loss: 1102.2112 - logcount_predictions_loss: 0.3376 85/2377 [>.............................] - ETA: 11:38 - loss: 1117.6926 - logits_profile_predictions_loss: 1102.3038 - logcount_predictions_loss: 0.3375 86/2377 [>.............................] - ETA: 11:37 - loss: 1117.7599 - logits_profile_predictions_loss: 1102.3754 - logcount_predictions_loss: 0.3374 87/2377 [>.............................] - ETA: 11:37 - loss: 1117.8132 - logits_profile_predictions_loss: 1102.4322 - logcount_predictions_loss: 0.3373 88/2377 [>.............................] - ETA: 11:37 - loss: 1117.8616 - logits_profile_predictions_loss: 1102.4847 - logcount_predictions_loss: 0.3372 89/2377 [>.............................] - ETA: 11:36 - loss: 1117.9153 - logits_profile_predictions_loss: 1102.5421 - logcount_predictions_loss: 0.3371 90/2377 [>.............................] - ETA: 11:36 - loss: 1117.9479 - logits_profile_predictions_loss: 1102.5782 - logcount_predictions_loss: 0.3371 91/2377 [>.............................] - ETA: 11:36 - loss: 1117.9721 - logits_profile_predictions_loss: 1102.6056 - logcount_predictions_loss: 0.3370 92/2377 [>.............................] - ETA: 11:35 - loss: 1118.0062 - logits_profile_predictions_loss: 1102.6431 - logcount_predictions_loss: 0.3369 93/2377 [>.............................] - ETA: 11:35 - loss: 1118.0324 - logits_profile_predictions_loss: 1102.6720 - logcount_predictions_loss: 0.3369 94/2377 [>.............................] - ETA: 11:35 - loss: 1118.0501 - logits_profile_predictions_loss: 1102.6928 - logcount_predictions_loss: 0.3368 95/2377 [>.............................] - ETA: 11:35 - loss: 1118.0716 - logits_profile_predictions_loss: 1102.7175 - logcount_predictions_loss: 0.3367 96/2377 [>.............................] - ETA: 11:34 - loss: 1118.0977 - logits_profile_predictions_loss: 1102.7475 - logcount_predictions_loss: 0.3366 97/2377 [>.............................] - ETA: 11:34 - loss: 1118.1115 - logits_profile_predictions_loss: 1102.7652 - logcount_predictions_loss: 0.3365 98/2377 [>.............................] - ETA: 11:34 - loss: 1118.1118 - logits_profile_predictions_loss: 1102.7700 - logcount_predictions_loss: 0.3364 99/2377 [>.............................] - ETA: 11:33 - loss: 1118.1136 - logits_profile_predictions_loss: 1102.7764 - logcount_predictions_loss: 0.3363 100/2377 [>.............................] - ETA: 11:33 - loss: 1118.1216 - logits_profile_predictions_loss: 1102.7887 - logcount_predictions_loss: 0.3362 101/2377 [>.............................] - ETA: 11:33 - loss: 1118.1266 - logits_profile_predictions_loss: 1102.7972 - logcount_predictions_loss: 0.3362 102/2377 [>.............................] - ETA: 11:32 - loss: 1118.1363 - logits_profile_predictions_loss: 1102.8104 - logcount_predictions_loss: 0.3361 103/2377 [>.............................] - ETA: 11:32 - loss: 1118.1375 - logits_profile_predictions_loss: 1102.8152 - logcount_predictions_loss: 0.3360 104/2377 [>.............................] - ETA: 11:32 - loss: 1118.1364 - logits_profile_predictions_loss: 1102.8179 - logcount_predictions_loss: 0.3359 105/2377 [>.............................] - ETA: 11:32 - loss: 1118.1364 - logits_profile_predictions_loss: 1102.8218 - logcount_predictions_loss: 0.3358 106/2377 [>.............................] - ETA: 11:31 - loss: 1118.1247 - logits_profile_predictions_loss: 1102.8138 - logcount_predictions_loss: 0.3358 107/2377 [>.............................] - ETA: 11:31 - loss: 1118.0996 - logits_profile_predictions_loss: 1102.7926 - logcount_predictions_loss: 0.3357 108/2377 [>.............................] - ETA: 11:31 - loss: 1118.0730 - logits_profile_predictions_loss: 1102.7705 - logcount_predictions_loss: 0.3356 109/2377 [>.............................] - ETA: 11:30 - loss: 1118.0362 - logits_profile_predictions_loss: 1102.7383 - logcount_predictions_loss: 0.3355 110/2377 [>.............................] - ETA: 11:30 - loss: 1117.9989 - logits_profile_predictions_loss: 1102.7059 - logcount_predictions_loss: 0.3354 111/2377 [>.............................] - ETA: 11:30 - loss: 1117.9672 - logits_profile_predictions_loss: 1102.6797 - logcount_predictions_loss: 0.3353 112/2377 [>.............................] - ETA: 11:29 - loss: 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- logcount_predictions_loss: 0.3243 357/2377 [===>..........................] - ETA: 10:16 - loss: 1113.2336 - logits_profile_predictions_loss: 1098.4469 - logcount_predictions_loss: 0.3243 358/2377 [===>..........................] - ETA: 10:15 - loss: 1113.2166 - logits_profile_predictions_loss: 1098.4313 - logcount_predictions_loss: 0.3242 359/2377 [===>..........................] - ETA: 10:15 - loss: 1113.1994 - logits_profile_predictions_loss: 1098.4152 - logcount_predictions_loss: 0.3242 360/2377 [===>..........................] - ETA: 10:15 - loss: 1113.1815 - logits_profile_predictions_loss: 1098.3987 - logcount_predictions_loss: 0.3242 361/2377 [===>..........................] - ETA: 10:15 - loss: 1113.1646 - logits_profile_predictions_loss: 1098.3831 - logcount_predictions_loss: 0.3242 362/2377 [===>..........................] - ETA: 10:14 - loss: 1113.1473 - logits_profile_predictions_loss: 1098.3672 - logcount_predictions_loss: 0.3241 363/2377 [===>..........................] - ETA: 10:14 - loss: 1113.1301 - logits_profile_predictions_loss: 1098.3513 - logcount_predictions_loss: 0.3241 364/2377 [===>..........................] - ETA: 10:14 - loss: 1113.1128 - logits_profile_predictions_loss: 1098.3354 - logcount_predictions_loss: 0.3241 365/2377 [===>..........................] - ETA: 10:13 - loss: 1113.0949 - logits_profile_predictions_loss: 1098.3189 - logcount_predictions_loss: 0.3240 366/2377 [===>..........................] - ETA: 10:13 - loss: 1113.0764 - logits_profile_predictions_loss: 1098.3017 - logcount_predictions_loss: 0.3240 367/2377 [===>..........................] - ETA: 10:13 - loss: 1113.0595 - logits_profile_predictions_loss: 1098.2862 - logcount_predictions_loss: 0.3240 368/2377 [===>..........................] - ETA: 10:12 - loss: 1113.0434 - logits_profile_predictions_loss: 1098.2715 - logcount_predictions_loss: 0.3239 369/2377 [===>..........................] - ETA: 10:12 - loss: 1113.0264 - logits_profile_predictions_loss: 1098.2558 - logcount_predictions_loss: 0.3239 370/2377 [===>..........................] - ETA: 10:12 - loss: 1113.0095 - logits_profile_predictions_loss: 1098.2403 - logcount_predictions_loss: 0.3239 371/2377 [===>..........................] - ETA: 10:11 - loss: 1112.9922 - logits_profile_predictions_loss: 1098.2244 - logcount_predictions_loss: 0.3239 372/2377 [===>..........................] - ETA: 10:11 - loss: 1112.9757 - logits_profile_predictions_loss: 1098.2092 - logcount_predictions_loss: 0.3238 373/2377 [===>..........................] - ETA: 10:11 - loss: 1112.9599 - logits_profile_predictions_loss: 1098.1948 - logcount_predictions_loss: 0.3238 374/2377 [===>..........................] - ETA: 10:11 - loss: 1112.9445 - logits_profile_predictions_loss: 1098.1807 - logcount_predictions_loss: 0.3238 375/2377 [===>..........................] - ETA: 10:10 - loss: 1112.9289 - logits_profile_predictions_loss: 1098.1665 - logcount_predictions_loss: 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1112.8248 - logits_profile_predictions_loss: 1098.0714 - logcount_predictions_loss: 0.3235 383/2377 [===>..........................] - ETA: 10:08 - loss: 1112.8092 - logits_profile_predictions_loss: 1098.0570 - logcount_predictions_loss: 0.3235 384/2377 [===>..........................] - ETA: 10:08 - loss: 1112.7943 - logits_profile_predictions_loss: 1098.0433 - logcount_predictions_loss: 0.3235 385/2377 [===>..........................] - ETA: 10:07 - loss: 1112.7794 - logits_profile_predictions_loss: 1098.0297 - logcount_predictions_loss: 0.3235 386/2377 [===>..........................] - ETA: 10:07 - loss: 1112.7643 - logits_profile_predictions_loss: 1098.0158 - logcount_predictions_loss: 0.3234 387/2377 [===>..........................] - ETA: 10:07 - loss: 1112.7487 - logits_profile_predictions_loss: 1098.0014 - logcount_predictions_loss: 0.3234 388/2377 [===>..........................] - ETA: 10:06 - loss: 1112.7327 - logits_profile_predictions_loss: 1097.9866 - logcount_predictions_loss: 0.3234 389/2377 [===>..........................] - ETA: 10:06 - loss: 1112.7171 - logits_profile_predictions_loss: 1097.9722 - logcount_predictions_loss: 0.3234 390/2377 [===>..........................] - ETA: 10:06 - loss: 1112.7018 - logits_profile_predictions_loss: 1097.9580 - logcount_predictions_loss: 0.3233 391/2377 [===>..........................] - ETA: 10:05 - loss: 1112.6861 - logits_profile_predictions_loss: 1097.9435 - logcount_predictions_loss: 0.3233 392/2377 [===>..........................] - ETA: 10:05 - loss: 1112.6701 - logits_profile_predictions_loss: 1097.9286 - logcount_predictions_loss: 0.3233 393/2377 [===>..........................] - ETA: 10:05 - loss: 1112.6542 - logits_profile_predictions_loss: 1097.9139 - logcount_predictions_loss: 0.3233 394/2377 [===>..........................] - ETA: 10:05 - loss: 1112.6397 - logits_profile_predictions_loss: 1097.9005 - logcount_predictions_loss: 0.3232 395/2377 [===>..........................] - ETA: 10:04 - loss: 1112.6262 - logits_profile_predictions_loss: 1097.8881 - logcount_predictions_loss: 0.3232 396/2377 [===>..........................] - ETA: 10:04 - loss: 1112.6133 - logits_profile_predictions_loss: 1097.8764 - logcount_predictions_loss: 0.3232 397/2377 [====>.........................] - ETA: 10:04 - loss: 1112.6008 - logits_profile_predictions_loss: 1097.8649 - logcount_predictions_loss: 0.3232 398/2377 [====>.........................] - ETA: 10:03 - loss: 1112.5879 - logits_profile_predictions_loss: 1097.8531 - logcount_predictions_loss: 0.3231 399/2377 [====>.........................] - ETA: 10:03 - loss: 1112.5746 - logits_profile_predictions_loss: 1097.8409 - logcount_predictions_loss: 0.3231 400/2377 [====>.........................] - ETA: 10:03 - loss: 1112.5618 - logits_profile_predictions_loss: 1097.8291 - logcount_predictions_loss: 0.3231 401/2377 [====>.........................] - ETA: 10:02 - loss: 1112.5498 - logits_profile_predictions_loss: 1097.8183 - logcount_predictions_loss: 0.3231 402/2377 [====>.........................] - ETA: 10:02 - loss: 1112.5371 - logits_profile_predictions_loss: 1097.8066 - logcount_predictions_loss: 0.3230 403/2377 [====>.........................] - ETA: 10:02 - loss: 1112.5251 - logits_profile_predictions_loss: 1097.7957 - logcount_predictions_loss: 0.3230 404/2377 [====>.........................] - ETA: 10:01 - loss: 1112.5141 - logits_profile_predictions_loss: 1097.7859 - logcount_predictions_loss: 0.3230 405/2377 [====>.........................] - ETA: 10:01 - loss: 1112.5037 - logits_profile_predictions_loss: 1097.7765 - logcount_predictions_loss: 0.3230 406/2377 [====>.........................] - ETA: 10:01 - loss: 1112.4930 - logits_profile_predictions_loss: 1097.7671 - logcount_predictions_loss: 0.3229 407/2377 [====>.........................] - ETA: 10:01 - loss: 1112.4830 - logits_profile_predictions_loss: 1097.7581 - logcount_predictions_loss: 0.3229 408/2377 [====>.........................] - ETA: 10:00 - loss: 1112.4728 - logits_profile_predictions_loss: 1097.7490 - logcount_predictions_loss: 0.3229 409/2377 [====>.........................] - ETA: 10:00 - loss: 1112.4638 - logits_profile_predictions_loss: 1097.7410 - logcount_predictions_loss: 0.3229 410/2377 [====>.........................] - ETA: 10:00 - loss: 1112.4545 - logits_profile_predictions_loss: 1097.7329 - logcount_predictions_loss: 0.3228 411/2377 [====>.........................] - ETA: 9:59 - loss: 1112.4448 - logits_profile_predictions_loss: 1097.7242 - logcount_predictions_loss: 0.3228  412/2377 [====>.........................] - ETA: 9:59 - loss: 1112.4349 - logits_profile_predictions_loss: 1097.7154 - logcount_predictions_loss: 0.3228 413/2377 [====>.........................] - ETA: 9:59 - loss: 1112.4259 - logits_profile_predictions_loss: 1097.7075 - logcount_predictions_loss: 0.3228 414/2377 [====>.........................] - ETA: 9:58 - loss: 1112.4168 - logits_profile_predictions_loss: 1097.6995 - logcount_predictions_loss: 0.3228 415/2377 [====>.........................] - ETA: 9:58 - loss: 1112.4069 - logits_profile_predictions_loss: 1097.6906 - logcount_predictions_loss: 0.3227 416/2377 [====>.........................] - ETA: 9:58 - loss: 1112.3968 - logits_profile_predictions_loss: 1097.6816 - logcount_predictions_loss: 0.3227 417/2377 [====>.........................] - ETA: 9:58 - loss: 1112.3865 - logits_profile_predictions_loss: 1097.6723 - logcount_predictions_loss: 0.3227 418/2377 [====>.........................] - ETA: 9:57 - loss: 1112.3768 - logits_profile_predictions_loss: 1097.6638 - logcount_predictions_loss: 0.3227 419/2377 [====>.........................] - ETA: 9:57 - loss: 1112.3679 - logits_profile_predictions_loss: 1097.6558 - logcount_predictions_loss: 0.3226 420/2377 [====>.........................] - ETA: 9:57 - loss: 1112.3590 - logits_profile_predictions_loss: 1097.6481 - logcount_predictions_loss: 0.3226 421/2377 [====>.........................] - ETA: 9:56 - loss: 1112.3497 - logits_profile_predictions_loss: 1097.6398 - logcount_predictions_loss: 0.3226 422/2377 [====>.........................] - ETA: 9:56 - loss: 1112.3404 - logits_profile_predictions_loss: 1097.6316 - logcount_predictions_loss: 0.3226 423/2377 [====>.........................] - ETA: 9:56 - loss: 1112.3301 - logits_profile_predictions_loss: 1097.6223 - logcount_predictions_loss: 0.3225 424/2377 [====>.........................] - ETA: 9:55 - loss: 1112.3191 - logits_profile_predictions_loss: 1097.6124 - logcount_predictions_loss: 0.3225 425/2377 [====>.........................] - ETA: 9:55 - loss: 1112.3079 - logits_profile_predictions_loss: 1097.6023 - logcount_predictions_loss: 0.3225 426/2377 [====>.........................] - ETA: 9:55 - loss: 1112.2971 - logits_profile_predictions_loss: 1097.5927 - logcount_predictions_loss: 0.3225 427/2377 [====>.........................] - ETA: 9:55 - loss: 1112.2861 - logits_profile_predictions_loss: 1097.5827 - logcount_predictions_loss: 0.3224 428/2377 [====>.........................] - ETA: 9:54 - loss: 1112.2752 - logits_profile_predictions_loss: 1097.5730 - logcount_predictions_loss: 0.3224 429/2377 [====>.........................] - ETA: 9:54 - loss: 1112.2636 - logits_profile_predictions_loss: 1097.5624 - logcount_predictions_loss: 0.3224 430/2377 [====>.........................] - ETA: 9:54 - loss: 1112.2525 - logits_profile_predictions_loss: 1097.5524 - logcount_predictions_loss: 0.3224 431/2377 [====>.........................] - ETA: 9:53 - loss: 1112.2417 - logits_profile_predictions_loss: 1097.5427 - logcount_predictions_loss: 0.3224 432/2377 [====>.........................] - ETA: 9:53 - loss: 1112.2323 - logits_profile_predictions_loss: 1097.5343 - logcount_predictions_loss: 0.3223 433/2377 [====>.........................] - ETA: 9:53 - loss: 1112.2236 - logits_profile_predictions_loss: 1097.5267 - logcount_predictions_loss: 0.3223 434/2377 [====>.........................] - ETA: 9:52 - loss: 1112.2147 - logits_profile_predictions_loss: 1097.5189 - logcount_predictions_loss: 0.3223 435/2377 [====>.........................] - ETA: 9:52 - loss: 1112.2055 - logits_profile_predictions_loss: 1097.5108 - logcount_predictions_loss: 0.3223 436/2377 [====>.........................] - ETA: 9:52 - loss: 1112.1972 - logits_profile_predictions_loss: 1097.5036 - logcount_predictions_loss: 0.3222 437/2377 [====>.........................] - ETA: 9:51 - loss: 1112.1888 - logits_profile_predictions_loss: 1097.4961 - logcount_predictions_loss: 0.3222 438/2377 [====>.........................] - ETA: 9:51 - loss: 1112.1810 - logits_profile_predictions_loss: 1097.4894 - logcount_predictions_loss: 0.3222 439/2377 [====>.........................] - ETA: 9:51 - loss: 1112.1729 - logits_profile_predictions_loss: 1097.4824 - logcount_predictions_loss: 0.3222 440/2377 [====>.........................] - ETA: 9:51 - loss: 1112.1648 - logits_profile_predictions_loss: 1097.4755 - logcount_predictions_loss: 0.3221 441/2377 [====>.........................] - ETA: 9:50 - loss: 1112.1566 - logits_profile_predictions_loss: 1097.4684 - logcount_predictions_loss: 0.3221 442/2377 [====>.........................] - ETA: 9:50 - loss: 1112.1484 - logits_profile_predictions_loss: 1097.4612 - logcount_predictions_loss: 0.3221 443/2377 [====>.........................] - ETA: 9:50 - loss: 1112.1395 - logits_profile_predictions_loss: 1097.4533 - logcount_predictions_loss: 0.3221 444/2377 [====>.........................] - ETA: 9:49 - loss: 1112.1307 - logits_profile_predictions_loss: 1097.4456 - logcount_predictions_loss: 0.3220 445/2377 [====>.........................] - ETA: 9:49 - loss: 1112.1228 - logits_profile_predictions_loss: 1097.4387 - logcount_predictions_loss: 0.3220 446/2377 [====>.........................] - ETA: 9:49 - loss: 1112.1152 - logits_profile_predictions_loss: 1097.4321 - logcount_predictions_loss: 0.3220 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logits_profile_predictions_loss: 1097.3957 - logcount_predictions_loss: 0.3219 454/2377 [====>.........................] - ETA: 9:46 - loss: 1112.0668 - logits_profile_predictions_loss: 1097.3911 - logcount_predictions_loss: 0.3218 455/2377 [====>.........................] - ETA: 9:46 - loss: 1112.0614 - logits_profile_predictions_loss: 1097.3866 - logcount_predictions_loss: 0.3218 456/2377 [====>.........................] - ETA: 9:46 - loss: 1112.0551 - logits_profile_predictions_loss: 1097.3812 - logcount_predictions_loss: 0.3218 457/2377 [====>.........................] - ETA: 9:45 - loss: 1112.0482 - logits_profile_predictions_loss: 1097.3752 - logcount_predictions_loss: 0.3218 458/2377 [====>.........................] - ETA: 9:45 - loss: 1112.0406 - logits_profile_predictions_loss: 1097.3684 - logcount_predictions_loss: 0.3218 459/2377 [====>.........................] - ETA: 9:45 - loss: 1112.0325 - logits_profile_predictions_loss: 1097.3613 - logcount_predictions_loss: 0.3217 460/2377 [====>.........................] - ETA: 9:44 - loss: 1112.0245 - logits_profile_predictions_loss: 1097.3542 - logcount_predictions_loss: 0.3217 461/2377 [====>.........................] - ETA: 9:44 - loss: 1112.0161 - logits_profile_predictions_loss: 1097.3467 - logcount_predictions_loss: 0.3217 462/2377 [====>.........................] - ETA: 9:44 - loss: 1112.0074 - logits_profile_predictions_loss: 1097.3390 - logcount_predictions_loss: 0.3217 463/2377 [====>.........................] - ETA: 9:44 - loss: 1111.9991 - logits_profile_predictions_loss: 1097.3316 - logcount_predictions_loss: 0.3217 464/2377 [====>.........................] - ETA: 9:43 - loss: 1111.9905 - logits_profile_predictions_loss: 1097.3239 - logcount_predictions_loss: 0.3216 465/2377 [====>.........................] - ETA: 9:43 - loss: 1111.9823 - logits_profile_predictions_loss: 1097.3166 - logcount_predictions_loss: 0.3216 466/2377 [====>.........................] - ETA: 9:43 - loss: 1111.9743 - logits_profile_predictions_loss: 1097.3096 - logcount_predictions_loss: 0.3216 467/2377 [====>.........................] - ETA: 9:42 - loss: 1111.9668 - logits_profile_predictions_loss: 1097.3029 - logcount_predictions_loss: 0.3216 468/2377 [====>.........................] - ETA: 9:42 - loss: 1111.9594 - logits_profile_predictions_loss: 1097.2965 - logcount_predictions_loss: 0.3216 469/2377 [====>.........................] - ETA: 9:42 - loss: 1111.9515 - logits_profile_predictions_loss: 1097.2895 - logcount_predictions_loss: 0.3215 470/2377 [====>.........................] - ETA: 9:41 - loss: 1111.9436 - logits_profile_predictions_loss: 1097.2826 - logcount_predictions_loss: 0.3215 471/2377 [====>.........................] - ETA: 9:41 - loss: 1111.9355 - logits_profile_predictions_loss: 1097.2754 - logcount_predictions_loss: 0.3215 472/2377 [====>.........................] - ETA: 9:41 - loss: 1111.9275 - logits_profile_predictions_loss: 1097.2683 - logcount_predictions_loss: 0.3215 473/2377 [====>.........................] - ETA: 9:41 - loss: 1111.9186 - logits_profile_predictions_loss: 1097.2604 - logcount_predictions_loss: 0.3215 474/2377 [====>.........................] - ETA: 9:40 - loss: 1111.9098 - logits_profile_predictions_loss: 1097.2525 - logcount_predictions_loss: 0.3214 475/2377 [====>.........................] - ETA: 9:40 - loss: 1111.9012 - logits_profile_predictions_loss: 1097.2448 - logcount_predictions_loss: 0.3214 476/2377 [=====>........................] - ETA: 9:40 - loss: 1111.8931 - logits_profile_predictions_loss: 1097.2377 - logcount_predictions_loss: 0.3214 477/2377 [=====>........................] - ETA: 9:39 - loss: 1111.8848 - logits_profile_predictions_loss: 1097.2303 - logcount_predictions_loss: 0.3214 478/2377 [=====>........................] - ETA: 9:39 - loss: 1111.8762 - logits_profile_predictions_loss: 1097.2227 - logcount_predictions_loss: 0.3214 479/2377 [=====>........................] - ETA: 9:39 - loss: 1111.8680 - logits_profile_predictions_loss: 1097.2154 - logcount_predictions_loss: 0.3213 480/2377 [=====>........................] - ETA: 9:38 - loss: 1111.8598 - logits_profile_predictions_loss: 1097.2083 - logcount_predictions_loss: 0.3213 481/2377 [=====>........................] - ETA: 9:38 - loss: 1111.8517 - logits_profile_predictions_loss: 1097.2011 - logcount_predictions_loss: 0.3213 482/2377 [=====>........................] - ETA: 9:38 - loss: 1111.8436 - logits_profile_predictions_loss: 1097.1940 - logcount_predictions_loss: 0.3213 483/2377 [=====>........................] - ETA: 9:37 - loss: 1111.8357 - logits_profile_predictions_loss: 1097.1870 - logcount_predictions_loss: 0.3212 484/2377 [=====>........................] - ETA: 9:37 - loss: 1111.8280 - logits_profile_predictions_loss: 1097.1803 - logcount_predictions_loss: 0.3212 485/2377 [=====>........................] - ETA: 9:37 - loss: 1111.8197 - logits_profile_predictions_loss: 1097.1729 - logcount_predictions_loss: 0.3212 486/2377 [=====>........................] - ETA: 9:37 - loss: 1111.8112 - logits_profile_predictions_loss: 1097.1654 - logcount_predictions_loss: 0.3212 487/2377 [=====>........................] - ETA: 9:36 - loss: 1111.8026 - logits_profile_predictions_loss: 1097.1578 - logcount_predictions_loss: 0.3212 488/2377 [=====>........................] - ETA: 9:36 - loss: 1111.7939 - logits_profile_predictions_loss: 1097.1502 - logcount_predictions_loss: 0.3211 489/2377 [=====>........................] - ETA: 9:36 - loss: 1111.7854 - logits_profile_predictions_loss: 1097.1426 - logcount_predictions_loss: 0.3211 490/2377 [=====>........................] - ETA: 9:35 - loss: 1111.7771 - logits_profile_predictions_loss: 1097.1353 - logcount_predictions_loss: 0.3211 491/2377 [=====>........................] - ETA: 9:35 - loss: 1111.7686 - logits_profile_predictions_loss: 1097.1278 - logcount_predictions_loss: 0.3211 492/2377 [=====>........................] - ETA: 9:35 - loss: 1111.7600 - logits_profile_predictions_loss: 1097.1202 - logcount_predictions_loss: 0.3211 493/2377 [=====>........................] - ETA: 9:34 - loss: 1111.7515 - logits_profile_predictions_loss: 1097.1128 - logcount_predictions_loss: 0.3210 494/2377 [=====>........................] - ETA: 9:34 - loss: 1111.7427 - logits_profile_predictions_loss: 1097.1049 - logcount_predictions_loss: 0.3210 495/2377 [=====>........................] - ETA: 9:34 - loss: 1111.7336 - logits_profile_predictions_loss: 1097.0969 - logcount_predictions_loss: 0.3210 496/2377 [=====>........................] - ETA: 9:34 - loss: 1111.7248 - logits_profile_predictions_loss: 1097.0891 - logcount_predictions_loss: 0.3210 497/2377 [=====>........................] - ETA: 9:33 - loss: 1111.7164 - logits_profile_predictions_loss: 1097.0817 - logcount_predictions_loss: 0.3209 498/2377 [=====>........................] - ETA: 9:33 - loss: 1111.7077 - logits_profile_predictions_loss: 1097.0739 - logcount_predictions_loss: 0.3209 499/2377 [=====>........................] - ETA: 9:33 - loss: 1111.6996 - logits_profile_predictions_loss: 1097.0668 - logcount_predictions_loss: 0.3209 500/2377 [=====>........................] - ETA: 9:32 - loss: 1111.6906 - logits_profile_predictions_loss: 1097.0588 - logcount_predictions_loss: 0.3209 501/2377 [=====>........................] - ETA: 9:32 - loss: 1111.6817 - logits_profile_predictions_loss: 1097.0508 - logcount_predictions_loss: 0.3209 502/2377 [=====>........................] - ETA: 9:32 - loss: 1111.6728 - logits_profile_predictions_loss: 1097.0428 - logcount_predictions_loss: 0.3208 503/2377 [=====>........................] - ETA: 9:31 - loss: 1111.6645 - logits_profile_predictions_loss: 1097.0354 - logcount_predictions_loss: 0.3208 504/2377 [=====>........................] - ETA: 9:31 - loss: 1111.6557 - logits_profile_predictions_loss: 1097.0276 - logcount_predictions_loss: 0.3208 505/2377 [=====>........................] - ETA: 9:31 - loss: 1111.6472 - logits_profile_predictions_loss: 1097.0200 - logcount_predictions_loss: 0.3208 506/2377 [=====>........................] - ETA: 9:30 - loss: 1111.6390 - logits_profile_predictions_loss: 1097.0127 - logcount_predictions_loss: 0.3208 507/2377 [=====>........................] - ETA: 9:30 - loss: 1111.6312 - logits_profile_predictions_loss: 1097.0058 - logcount_predictions_loss: 0.3207 508/2377 [=====>........................] - ETA: 9:30 - loss: 1111.6228 - logits_profile_predictions_loss: 1096.9983 - logcount_predictions_loss: 0.3207 509/2377 [=====>........................] - ETA: 9:30 - loss: 1111.6142 - logits_profile_predictions_loss: 1096.9906 - logcount_predictions_loss: 0.3207 510/2377 [=====>........................] - ETA: 9:29 - loss: 1111.6052 - logits_profile_predictions_loss: 1096.9826 - logcount_predictions_loss: 0.3207 511/2377 [=====>........................] - ETA: 9:29 - loss: 1111.5965 - logits_profile_predictions_loss: 1096.9748 - logcount_predictions_loss: 0.3207 512/2377 [=====>........................] - ETA: 9:29 - loss: 1111.5879 - logits_profile_predictions_loss: 1096.9670 - logcount_predictions_loss: 0.3206 513/2377 [=====>........................] - ETA: 9:28 - loss: 1111.5795 - logits_profile_predictions_loss: 1096.9595 - logcount_predictions_loss: 0.3206 514/2377 [=====>........................] - ETA: 9:28 - loss: 1111.5708 - logits_profile_predictions_loss: 1096.9517 - logcount_predictions_loss: 0.3206 515/2377 [=====>........................] - ETA: 9:28 - loss: 1111.5624 - logits_profile_predictions_loss: 1096.9442 - logcount_predictions_loss: 0.3206 516/2377 [=====>........................] - ETA: 9:27 - loss: 1111.5541 - logits_profile_predictions_loss: 1096.9369 - logcount_predictions_loss: 0.3206 517/2377 [=====>........................] - ETA: 9:27 - loss: 1111.5456 - logits_profile_predictions_loss: 1096.9293 - logcount_predictions_loss: 0.3205 518/2377 [=====>........................] - ETA: 9:27 - loss: 1111.5377 - 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321ms/step - loss: 1107.7293 - logits_profile_predictions_loss: 1093.5104 - logcount_predictions_loss: 0.3118 - val_loss: 1283.4591 - val_logits_profile_predictions_loss: 1269.3707 - val_logcount_predictions_loss: 0.3090 Epoch 00008: val_loss improved from 1283.64795 to 1283.45911, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 9/50 1/2377 [..............................] - ETA: 12:39 - loss: 1193.2042 - logits_profile_predictions_loss: 1178.2886 - logcount_predictions_loss: 0.3271 2/2377 [..............................] - ETA: 11:59 - loss: 1136.7793 - logits_profile_predictions_loss: 1122.2697 - logcount_predictions_loss: 0.3182 3/2377 [..............................] - ETA: 11:59 - loss: 1119.0367 - logits_profile_predictions_loss: 1104.8746 - logcount_predictions_loss: 0.3106 4/2377 [..............................] - ETA: 11:59 - loss: 1111.9679 - logits_profile_predictions_loss: 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- logcount_predictions_loss: 0.2941 347/2377 [===>..........................] - ETA: 10:18 - loss: 1100.7766 - logits_profile_predictions_loss: 1087.3671 - logcount_predictions_loss: 0.2941 348/2377 [===>..........................] - ETA: 10:18 - loss: 1100.7698 - logits_profile_predictions_loss: 1087.3601 - logcount_predictions_loss: 0.2941 349/2377 [===>..........................] - ETA: 10:18 - loss: 1100.7643 - logits_profile_predictions_loss: 1087.3545 - logcount_predictions_loss: 0.2941 350/2377 [===>..........................] - ETA: 10:17 - loss: 1100.7598 - logits_profile_predictions_loss: 1087.3499 - logcount_predictions_loss: 0.2941 351/2377 [===>..........................] - ETA: 10:17 - loss: 1100.7551 - logits_profile_predictions_loss: 1087.3451 - logcount_predictions_loss: 0.2941 352/2377 [===>..........................] - ETA: 10:17 - loss: 1100.7494 - logits_profile_predictions_loss: 1087.3393 - logcount_predictions_loss: 0.2941 353/2377 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0.2941 366/2377 [===>..........................] - ETA: 10:12 - loss: 1100.6555 - logits_profile_predictions_loss: 1087.2435 - logcount_predictions_loss: 0.2941 367/2377 [===>..........................] - ETA: 10:12 - loss: 1100.6479 - logits_profile_predictions_loss: 1087.2356 - logcount_predictions_loss: 0.2941 368/2377 [===>..........................] - ETA: 10:12 - loss: 1100.6403 - logits_profile_predictions_loss: 1087.2278 - logcount_predictions_loss: 0.2941 369/2377 [===>..........................] - ETA: 10:11 - loss: 1100.6330 - logits_profile_predictions_loss: 1087.2202 - logcount_predictions_loss: 0.2941 370/2377 [===>..........................] - ETA: 10:11 - loss: 1100.6257 - logits_profile_predictions_loss: 1087.2127 - logcount_predictions_loss: 0.2942 371/2377 [===>..........................] - ETA: 10:11 - loss: 1100.6201 - logits_profile_predictions_loss: 1087.2068 - logcount_predictions_loss: 0.2942 372/2377 [===>..........................] - ETA: 10:11 - loss: 1100.6148 - logits_profile_predictions_loss: 1087.2012 - logcount_predictions_loss: 0.2942 373/2377 [===>..........................] - ETA: 10:10 - loss: 1100.6098 - logits_profile_predictions_loss: 1087.1959 - logcount_predictions_loss: 0.2942 374/2377 [===>..........................] - ETA: 10:10 - loss: 1100.6048 - logits_profile_predictions_loss: 1087.1905 - logcount_predictions_loss: 0.2942 375/2377 [===>..........................] - ETA: 10:10 - loss: 1100.6006 - logits_profile_predictions_loss: 1087.1860 - logcount_predictions_loss: 0.2942 376/2377 [===>..........................] - ETA: 10:09 - loss: 1100.5951 - logits_profile_predictions_loss: 1087.1802 - logcount_predictions_loss: 0.2942 377/2377 [===>..........................] - ETA: 10:09 - loss: 1100.5905 - logits_profile_predictions_loss: 1087.1753 - logcount_predictions_loss: 0.2942 378/2377 [===>..........................] - ETA: 10:09 - loss: 1100.5861 - logits_profile_predictions_loss: 1087.1706 - 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- ETA: 10:07 - loss: 1100.5625 - logits_profile_predictions_loss: 1087.1448 - logcount_predictions_loss: 0.2943 386/2377 [===>..........................] - ETA: 10:06 - loss: 1100.5606 - logits_profile_predictions_loss: 1087.1427 - logcount_predictions_loss: 0.2943 387/2377 [===>..........................] - ETA: 10:06 - loss: 1100.5588 - logits_profile_predictions_loss: 1087.1408 - logcount_predictions_loss: 0.2943 388/2377 [===>..........................] - ETA: 10:06 - loss: 1100.5568 - logits_profile_predictions_loss: 1087.1386 - logcount_predictions_loss: 0.2943 389/2377 [===>..........................] - ETA: 10:05 - loss: 1100.5545 - logits_profile_predictions_loss: 1087.1361 - logcount_predictions_loss: 0.2943 390/2377 [===>..........................] - ETA: 10:05 - loss: 1100.5518 - logits_profile_predictions_loss: 1087.1333 - logcount_predictions_loss: 0.2943 391/2377 [===>..........................] - ETA: 10:05 - loss: 1100.5500 - logits_profile_predictions_loss: 1087.1313 - logcount_predictions_loss: 0.2943 392/2377 [===>..........................] - ETA: 10:05 - loss: 1100.5482 - logits_profile_predictions_loss: 1087.1294 - logcount_predictions_loss: 0.2943 393/2377 [===>..........................] - ETA: 10:04 - loss: 1100.5467 - logits_profile_predictions_loss: 1087.1277 - logcount_predictions_loss: 0.2943 394/2377 [===>..........................] - ETA: 10:04 - loss: 1100.5456 - logits_profile_predictions_loss: 1087.1265 - logcount_predictions_loss: 0.2943 395/2377 [===>..........................] - ETA: 10:04 - loss: 1100.5449 - logits_profile_predictions_loss: 1087.1256 - logcount_predictions_loss: 0.2943 396/2377 [===>..........................] - ETA: 10:03 - loss: 1100.5442 - logits_profile_predictions_loss: 1087.1248 - logcount_predictions_loss: 0.2943 397/2377 [====>.........................] - ETA: 10:03 - loss: 1100.5433 - logits_profile_predictions_loss: 1087.1237 - logcount_predictions_loss: 0.2943 398/2377 [====>.........................] - ETA: 10:03 - loss: 1100.5427 - logits_profile_predictions_loss: 1087.1231 - logcount_predictions_loss: 0.2943 399/2377 [====>.........................] - ETA: 10:02 - loss: 1100.5418 - logits_profile_predictions_loss: 1087.1221 - logcount_predictions_loss: 0.2943 400/2377 [====>.........................] - ETA: 10:02 - loss: 1100.5399 - logits_profile_predictions_loss: 1087.1200 - logcount_predictions_loss: 0.2943 401/2377 [====>.........................] - ETA: 10:02 - loss: 1100.5379 - logits_profile_predictions_loss: 1087.1179 - logcount_predictions_loss: 0.2943 402/2377 [====>.........................] - ETA: 10:01 - loss: 1100.5357 - logits_profile_predictions_loss: 1087.1156 - logcount_predictions_loss: 0.2943 403/2377 [====>.........................] - ETA: 10:01 - loss: 1100.5337 - logits_profile_predictions_loss: 1087.1136 - logcount_predictions_loss: 0.2943 404/2377 [====>.........................] - ETA: 10:01 - loss: 1100.5312 - logits_profile_predictions_loss: 1087.1110 - logcount_predictions_loss: 0.2943 405/2377 [====>.........................] - ETA: 10:01 - loss: 1100.5277 - logits_profile_predictions_loss: 1087.1074 - logcount_predictions_loss: 0.2943 406/2377 [====>.........................] - ETA: 10:00 - loss: 1100.5242 - logits_profile_predictions_loss: 1087.1039 - logcount_predictions_loss: 0.2943 407/2377 [====>.........................] - ETA: 10:00 - loss: 1100.5213 - logits_profile_predictions_loss: 1087.1010 - logcount_predictions_loss: 0.2943 408/2377 [====>.........................] - ETA: 10:00 - loss: 1100.5188 - logits_profile_predictions_loss: 1087.0985 - logcount_predictions_loss: 0.2943 409/2377 [====>.........................] - ETA: 9:59 - loss: 1100.5160 - logits_profile_predictions_loss: 1087.0956 - logcount_predictions_loss: 0.2943  410/2377 [====>.........................] - ETA: 9:59 - loss: 1100.5129 - logits_profile_predictions_loss: 1087.0925 - logcount_predictions_loss: 0.2943 411/2377 [====>.........................] - ETA: 9:59 - loss: 1100.5089 - logits_profile_predictions_loss: 1087.0885 - logcount_predictions_loss: 0.2943 412/2377 [====>.........................] - ETA: 9:58 - loss: 1100.5051 - logits_profile_predictions_loss: 1087.0846 - logcount_predictions_loss: 0.2943 413/2377 [====>.........................] - ETA: 9:58 - loss: 1100.5016 - logits_profile_predictions_loss: 1087.0810 - logcount_predictions_loss: 0.2943 414/2377 [====>.........................] - ETA: 9:58 - loss: 1100.4982 - logits_profile_predictions_loss: 1087.0776 - logcount_predictions_loss: 0.2943 415/2377 [====>.........................] - ETA: 9:58 - loss: 1100.4948 - logits_profile_predictions_loss: 1087.0740 - logcount_predictions_loss: 0.2943 416/2377 [====>.........................] - ETA: 9:57 - loss: 1100.4905 - logits_profile_predictions_loss: 1087.0696 - logcount_predictions_loss: 0.2943 417/2377 [====>.........................] - ETA: 9:57 - loss: 1100.4867 - logits_profile_predictions_loss: 1087.0657 - logcount_predictions_loss: 0.2943 418/2377 [====>.........................] - ETA: 9:57 - loss: 1100.4824 - logits_profile_predictions_loss: 1087.0614 - logcount_predictions_loss: 0.2943 419/2377 [====>.........................] - ETA: 9:56 - loss: 1100.4779 - logits_profile_predictions_loss: 1087.0569 - logcount_predictions_loss: 0.2943 420/2377 [====>.........................] - ETA: 9:56 - loss: 1100.4736 - logits_profile_predictions_loss: 1087.0525 - logcount_predictions_loss: 0.2943 421/2377 [====>.........................] - ETA: 9:56 - loss: 1100.4698 - logits_profile_predictions_loss: 1087.0486 - logcount_predictions_loss: 0.2943 422/2377 [====>.........................] - ETA: 9:55 - loss: 1100.4660 - logits_profile_predictions_loss: 1087.0448 - logcount_predictions_loss: 0.2943 423/2377 [====>.........................] - ETA: 9:55 - loss: 1100.4626 - logits_profile_predictions_loss: 1087.0413 - logcount_predictions_loss: 0.2943 424/2377 [====>.........................] - ETA: 9:55 - loss: 1100.4593 - logits_profile_predictions_loss: 1087.0380 - logcount_predictions_loss: 0.2943 425/2377 [====>.........................] - ETA: 9:55 - loss: 1100.4556 - logits_profile_predictions_loss: 1087.0342 - logcount_predictions_loss: 0.2943 426/2377 [====>.........................] - ETA: 9:54 - loss: 1100.4520 - logits_profile_predictions_loss: 1087.0307 - logcount_predictions_loss: 0.2943 427/2377 [====>.........................] - ETA: 9:54 - loss: 1100.4489 - logits_profile_predictions_loss: 1087.0276 - logcount_predictions_loss: 0.2943 428/2377 [====>.........................] - ETA: 9:54 - loss: 1100.4469 - logits_profile_predictions_loss: 1087.0256 - logcount_predictions_loss: 0.2943 429/2377 [====>.........................] - ETA: 9:53 - loss: 1100.4456 - logits_profile_predictions_loss: 1087.0243 - logcount_predictions_loss: 0.2943 430/2377 [====>.........................] - ETA: 9:53 - loss: 1100.4443 - logits_profile_predictions_loss: 1087.0231 - logcount_predictions_loss: 0.2943 431/2377 [====>.........................] - ETA: 9:53 - loss: 1100.4437 - logits_profile_predictions_loss: 1087.0224 - logcount_predictions_loss: 0.2943 432/2377 [====>.........................] - ETA: 9:52 - loss: 1100.4432 - logits_profile_predictions_loss: 1087.0219 - logcount_predictions_loss: 0.2943 433/2377 [====>.........................] - ETA: 9:52 - loss: 1100.4442 - logits_profile_predictions_loss: 1087.0229 - logcount_predictions_loss: 0.2943 434/2377 [====>.........................] - ETA: 9:52 - loss: 1100.4451 - logits_profile_predictions_loss: 1087.0238 - logcount_predictions_loss: 0.2943 435/2377 [====>.........................] - ETA: 9:52 - loss: 1100.4459 - logits_profile_predictions_loss: 1087.0246 - logcount_predictions_loss: 0.2943 436/2377 [====>.........................] - ETA: 9:51 - loss: 1100.4471 - logits_profile_predictions_loss: 1087.0258 - logcount_predictions_loss: 0.2943 437/2377 [====>.........................] - ETA: 9:51 - loss: 1100.4481 - logits_profile_predictions_loss: 1087.0269 - logcount_predictions_loss: 0.2943 438/2377 [====>.........................] - ETA: 9:51 - loss: 1100.4492 - logits_profile_predictions_loss: 1087.0280 - logcount_predictions_loss: 0.2943 439/2377 [====>.........................] - ETA: 9:50 - loss: 1100.4504 - logits_profile_predictions_loss: 1087.0292 - logcount_predictions_loss: 0.2943 440/2377 [====>.........................] - ETA: 9:50 - loss: 1100.4519 - logits_profile_predictions_loss: 1087.0306 - logcount_predictions_loss: 0.2943 441/2377 [====>.........................] - ETA: 9:50 - loss: 1100.4532 - logits_profile_predictions_loss: 1087.0320 - logcount_predictions_loss: 0.2943 442/2377 [====>.........................] - ETA: 9:49 - loss: 1100.4539 - logits_profile_predictions_loss: 1087.0327 - logcount_predictions_loss: 0.2943 443/2377 [====>.........................] - ETA: 9:49 - loss: 1100.4543 - logits_profile_predictions_loss: 1087.0332 - logcount_predictions_loss: 0.2943 444/2377 [====>.........................] - ETA: 9:49 - loss: 1100.4551 - logits_profile_predictions_loss: 1087.0340 - logcount_predictions_loss: 0.2943 445/2377 [====>.........................] - ETA: 9:48 - loss: 1100.4560 - logits_profile_predictions_loss: 1087.0348 - logcount_predictions_loss: 0.2943 446/2377 [====>.........................] - ETA: 9:48 - loss: 1100.4567 - logits_profile_predictions_loss: 1087.0355 - logcount_predictions_loss: 0.2943 447/2377 [====>.........................] - ETA: 9:48 - loss: 1100.4582 - logits_profile_predictions_loss: 1087.0369 - logcount_predictions_loss: 0.2943 448/2377 [====>.........................] - ETA: 9:48 - loss: 1100.4595 - logits_profile_predictions_loss: 1087.0382 - logcount_predictions_loss: 0.2943 449/2377 [====>.........................] - ETA: 9:47 - loss: 1100.4605 - logits_profile_predictions_loss: 1087.0392 - logcount_predictions_loss: 0.2943 450/2377 [====>.........................] - ETA: 9:47 - loss: 1100.4618 - logits_profile_predictions_loss: 1087.0404 - logcount_predictions_loss: 0.2943 451/2377 [====>.........................] - ETA: 9:47 - loss: 1100.4626 - logits_profile_predictions_loss: 1087.0411 - logcount_predictions_loss: 0.2943 452/2377 [====>.........................] - ETA: 9:46 - loss: 1100.4629 - logits_profile_predictions_loss: 1087.0414 - logcount_predictions_loss: 0.2943 453/2377 [====>.........................] - ETA: 9:46 - loss: 1100.4635 - logits_profile_predictions_loss: 1087.0419 - logcount_predictions_loss: 0.2943 454/2377 [====>.........................] - ETA: 9:46 - loss: 1100.4641 - logits_profile_predictions_loss: 1087.0425 - logcount_predictions_loss: 0.2943 455/2377 [====>.........................] - ETA: 9:45 - loss: 1100.4644 - logits_profile_predictions_loss: 1087.0428 - logcount_predictions_loss: 0.2943 456/2377 [====>.........................] - ETA: 9:45 - loss: 1100.4646 - logits_profile_predictions_loss: 1087.0429 - logcount_predictions_loss: 0.2943 457/2377 [====>.........................] - ETA: 9:45 - loss: 1100.4649 - logits_profile_predictions_loss: 1087.0432 - logcount_predictions_loss: 0.2943 458/2377 [====>.........................] - ETA: 9:45 - loss: 1100.4656 - logits_profile_predictions_loss: 1087.0438 - logcount_predictions_loss: 0.2943 459/2377 [====>.........................] - ETA: 9:44 - loss: 1100.4660 - logits_profile_predictions_loss: 1087.0442 - logcount_predictions_loss: 0.2943 460/2377 [====>.........................] - ETA: 9:44 - loss: 1100.4655 - logits_profile_predictions_loss: 1087.0437 - logcount_predictions_loss: 0.2943 461/2377 [====>.........................] - ETA: 9:44 - loss: 1100.4654 - logits_profile_predictions_loss: 1087.0435 - logcount_predictions_loss: 0.2943 462/2377 [====>.........................] - ETA: 9:43 - loss: 1100.4651 - logits_profile_predictions_loss: 1087.0431 - logcount_predictions_loss: 0.2944 463/2377 [====>.........................] - ETA: 9:43 - loss: 1100.4653 - logits_profile_predictions_loss: 1087.0432 - logcount_predictions_loss: 0.2944 464/2377 [====>.........................] - ETA: 9:43 - loss: 1100.4661 - logits_profile_predictions_loss: 1087.0439 - logcount_predictions_loss: 0.2944 465/2377 [====>.........................] - ETA: 9:42 - loss: 1100.4670 - logits_profile_predictions_loss: 1087.0447 - logcount_predictions_loss: 0.2944 466/2377 [====>.........................] - ETA: 9:42 - loss: 1100.4682 - logits_profile_predictions_loss: 1087.0458 - logcount_predictions_loss: 0.2944 467/2377 [====>.........................] - ETA: 9:42 - loss: 1100.4692 - logits_profile_predictions_loss: 1087.0468 - logcount_predictions_loss: 0.2944 468/2377 [====>.........................] - ETA: 9:41 - loss: 1100.4704 - logits_profile_predictions_loss: 1087.0478 - logcount_predictions_loss: 0.2944 469/2377 [====>.........................] - ETA: 9:41 - loss: 1100.4715 - logits_profile_predictions_loss: 1087.0489 - logcount_predictions_loss: 0.2944 470/2377 [====>.........................] - ETA: 9:41 - loss: 1100.4727 - logits_profile_predictions_loss: 1087.0500 - logcount_predictions_loss: 0.2944 471/2377 [====>.........................] - ETA: 9:41 - loss: 1100.4745 - logits_profile_predictions_loss: 1087.0516 - logcount_predictions_loss: 0.2944 472/2377 [====>.........................] - ETA: 9:40 - loss: 1100.4762 - logits_profile_predictions_loss: 1087.0532 - logcount_predictions_loss: 0.2944 473/2377 [====>.........................] - ETA: 9:40 - loss: 1100.4781 - logits_profile_predictions_loss: 1087.0549 - logcount_predictions_loss: 0.2944 474/2377 [====>.........................] - ETA: 9:40 - loss: 1100.4802 - logits_profile_predictions_loss: 1087.0569 - logcount_predictions_loss: 0.2944 475/2377 [====>.........................] - ETA: 9:39 - loss: 1100.4818 - logits_profile_predictions_loss: 1087.0584 - logcount_predictions_loss: 0.2944 476/2377 [=====>........................] - ETA: 9:39 - loss: 1100.4837 - logits_profile_predictions_loss: 1087.0601 - logcount_predictions_loss: 0.2944 477/2377 [=====>........................] - ETA: 9:39 - loss: 1100.4861 - logits_profile_predictions_loss: 1087.0624 - logcount_predictions_loss: 0.2944 478/2377 [=====>........................] - ETA: 9:38 - loss: 1100.4880 - logits_profile_predictions_loss: 1087.0642 - logcount_predictions_loss: 0.2944 479/2377 [=====>........................] - ETA: 9:38 - loss: 1100.4902 - logits_profile_predictions_loss: 1087.0662 - logcount_predictions_loss: 0.2944 480/2377 [=====>........................] - ETA: 9:38 - loss: 1100.4927 - logits_profile_predictions_loss: 1087.0685 - logcount_predictions_loss: 0.2944 481/2377 [=====>........................] - ETA: 9:38 - loss: 1100.4939 - logits_profile_predictions_loss: 1087.0696 - logcount_predictions_loss: 0.2944 482/2377 [=====>........................] - ETA: 9:37 - loss: 1100.4949 - logits_profile_predictions_loss: 1087.0704 - logcount_predictions_loss: 0.2944 483/2377 [=====>........................] - ETA: 9:37 - loss: 1100.4956 - logits_profile_predictions_loss: 1087.0709 - logcount_predictions_loss: 0.2944 484/2377 [=====>........................] - ETA: 9:37 - loss: 1100.4961 - logits_profile_predictions_loss: 1087.0713 - logcount_predictions_loss: 0.2944 485/2377 [=====>........................] - ETA: 9:36 - loss: 1100.4970 - logits_profile_predictions_loss: 1087.0720 - logcount_predictions_loss: 0.2944 486/2377 [=====>........................] - ETA: 9:36 - loss: 1100.4975 - logits_profile_predictions_loss: 1087.0724 - logcount_predictions_loss: 0.2944 487/2377 [=====>........................] - ETA: 9:36 - loss: 1100.4977 - logits_profile_predictions_loss: 1087.0724 - logcount_predictions_loss: 0.2944 488/2377 [=====>........................] - ETA: 9:35 - loss: 1100.4972 - logits_profile_predictions_loss: 1087.0718 - logcount_predictions_loss: 0.2944 489/2377 [=====>........................] - ETA: 9:35 - loss: 1100.4963 - logits_profile_predictions_loss: 1087.0708 - logcount_predictions_loss: 0.2944 490/2377 [=====>........................] - ETA: 9:35 - loss: 1100.4952 - logits_profile_predictions_loss: 1087.0695 - logcount_predictions_loss: 0.2944 491/2377 [=====>........................] - ETA: 9:35 - loss: 1100.4941 - logits_profile_predictions_loss: 1087.0682 - logcount_predictions_loss: 0.2944 492/2377 [=====>........................] - ETA: 9:34 - loss: 1100.4927 - logits_profile_predictions_loss: 1087.0666 - logcount_predictions_loss: 0.2944 493/2377 [=====>........................] - ETA: 9:34 - loss: 1100.4909 - logits_profile_predictions_loss: 1087.0647 - logcount_predictions_loss: 0.2944 494/2377 [=====>........................] - ETA: 9:34 - loss: 1100.4896 - logits_profile_predictions_loss: 1087.0633 - logcount_predictions_loss: 0.2944 495/2377 [=====>........................] - ETA: 9:33 - loss: 1100.4884 - logits_profile_predictions_loss: 1087.0619 - logcount_predictions_loss: 0.2944 496/2377 [=====>........................] - ETA: 9:33 - loss: 1100.4877 - logits_profile_predictions_loss: 1087.0610 - logcount_predictions_loss: 0.2945 497/2377 [=====>........................] - ETA: 9:33 - loss: 1100.4872 - logits_profile_predictions_loss: 1087.0605 - logcount_predictions_loss: 0.2945 498/2377 [=====>........................] - ETA: 9:32 - loss: 1100.4871 - logits_profile_predictions_loss: 1087.0602 - logcount_predictions_loss: 0.2945 499/2377 [=====>........................] - ETA: 9:32 - loss: 1100.4875 - logits_profile_predictions_loss: 1087.0605 - logcount_predictions_loss: 0.2945 500/2377 [=====>........................] - ETA: 9:32 - loss: 1100.4879 - logits_profile_predictions_loss: 1087.0608 - logcount_predictions_loss: 0.2945 501/2377 [=====>........................] - ETA: 9:31 - loss: 1100.4878 - logits_profile_predictions_loss: 1087.0605 - logcount_predictions_loss: 0.2945 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logits_profile_predictions_loss: 1087.0648 - logcount_predictions_loss: 0.2945 509/2377 [=====>........................] - ETA: 9:29 - loss: 1100.4934 - logits_profile_predictions_loss: 1087.0655 - logcount_predictions_loss: 0.2945 510/2377 [=====>........................] - ETA: 9:29 - loss: 1100.4938 - logits_profile_predictions_loss: 1087.0658 - logcount_predictions_loss: 0.2945 511/2377 [=====>........................] - ETA: 9:28 - loss: 1100.4937 - logits_profile_predictions_loss: 1087.0656 - logcount_predictions_loss: 0.2945 512/2377 [=====>........................] - ETA: 9:28 - loss: 1100.4935 - logits_profile_predictions_loss: 1087.0654 - logcount_predictions_loss: 0.2945 513/2377 [=====>........................] - ETA: 9:28 - loss: 1100.4936 - logits_profile_predictions_loss: 1087.0654 - logcount_predictions_loss: 0.2945 514/2377 [=====>........................] - ETA: 9:28 - loss: 1100.4935 - logits_profile_predictions_loss: 1087.0653 - logcount_predictions_loss: 0.2945 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logits_profile_predictions_loss: 1087.0680 - logcount_predictions_loss: 0.2945 522/2377 [=====>........................] - ETA: 9:25 - loss: 1100.4969 - logits_profile_predictions_loss: 1087.0682 - logcount_predictions_loss: 0.2945 523/2377 [=====>........................] - ETA: 9:25 - loss: 1100.4973 - logits_profile_predictions_loss: 1087.0685 - logcount_predictions_loss: 0.2945 524/2377 [=====>........................] - ETA: 9:24 - loss: 1100.4983 - logits_profile_predictions_loss: 1087.0695 - logcount_predictions_loss: 0.2945 525/2377 [=====>........................] - ETA: 9:24 - loss: 1100.4991 - logits_profile_predictions_loss: 1087.0703 - logcount_predictions_loss: 0.2945 526/2377 [=====>........................] - ETA: 9:24 - loss: 1100.5000 - logits_profile_predictions_loss: 1087.0711 - logcount_predictions_loss: 0.2945 527/2377 [=====>........................] - ETA: 9:24 - loss: 1100.5009 - logits_profile_predictions_loss: 1087.0720 - logcount_predictions_loss: 0.2945 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logits_profile_predictions_loss: 1087.0748 - logcount_predictions_loss: 0.2945 535/2377 [=====>........................] - ETA: 9:21 - loss: 1100.5045 - logits_profile_predictions_loss: 1087.0757 - logcount_predictions_loss: 0.2945 536/2377 [=====>........................] - ETA: 9:21 - loss: 1100.5055 - logits_profile_predictions_loss: 1087.0768 - logcount_predictions_loss: 0.2945 537/2377 [=====>........................] - ETA: 9:21 - loss: 1100.5071 - logits_profile_predictions_loss: 1087.0783 - logcount_predictions_loss: 0.2945 538/2377 [=====>........................] - ETA: 9:20 - loss: 1100.5090 - logits_profile_predictions_loss: 1087.0803 - logcount_predictions_loss: 0.2945 539/2377 [=====>........................] - ETA: 9:20 - loss: 1100.5115 - logits_profile_predictions_loss: 1087.0827 - logcount_predictions_loss: 0.2945 540/2377 [=====>........................] - ETA: 9:20 - loss: 1100.5141 - logits_profile_predictions_loss: 1087.0854 - logcount_predictions_loss: 0.2945 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logits_profile_predictions_loss: 1087.1026 - logcount_predictions_loss: 0.2945 548/2377 [=====>........................] - ETA: 9:17 - loss: 1100.5333 - logits_profile_predictions_loss: 1087.1046 - logcount_predictions_loss: 0.2945 549/2377 [=====>........................] - ETA: 9:17 - loss: 1100.5353 - logits_profile_predictions_loss: 1087.1066 - logcount_predictions_loss: 0.2945 550/2377 [=====>........................] - ETA: 9:17 - loss: 1100.5368 - logits_profile_predictions_loss: 1087.1080 - logcount_predictions_loss: 0.2945 551/2377 [=====>........................] - ETA: 9:16 - loss: 1100.5384 - logits_profile_predictions_loss: 1087.1097 - logcount_predictions_loss: 0.2945 552/2377 [=====>........................] - ETA: 9:16 - loss: 1100.5399 - logits_profile_predictions_loss: 1087.1112 - logcount_predictions_loss: 0.2945 553/2377 [=====>........................] - ETA: 9:16 - loss: 1100.5412 - logits_profile_predictions_loss: 1087.1125 - logcount_predictions_loss: 0.2945 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logcount_predictions_loss: 0.2967 2375/2377 [============================>.] - ETA: 0s - loss: 1101.9812 - logits_profile_predictions_loss: 1088.4527 - logcount_predictions_loss: 0.2967 2376/2377 [============================>.] - ETA: 0s - loss: 1101.9813 - logits_profile_predictions_loss: 1088.4528 - logcount_predictions_loss: 0.2967 2377/2377 [==============================] - ETA: 0s - loss: 1101.9815 - logits_profile_predictions_loss: 1088.4529 - logcount_predictions_loss: 0.2967 2377/2377 [==============================] - 763s 321ms/step - loss: 1101.9816 - logits_profile_predictions_loss: 1088.4530 - logcount_predictions_loss: 0.2967 - val_loss: 1264.9788 - val_logits_profile_predictions_loss: 1251.8433 - val_logcount_predictions_loss: 0.2881 Epoch 00009: val_loss improved from 1283.45911 to 1264.97876, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 10/50 1/2377 [..............................] - ETA: 12:38 - loss: 1285.3209 - logits_profile_predictions_loss: 1273.8662 - logcount_predictions_loss: 0.2512 2/2377 [..............................] - ETA: 12:01 - loss: 1246.6462 - logits_profile_predictions_loss: 1234.1483 - logcount_predictions_loss: 0.2741 3/2377 [..............................] - ETA: 12:00 - loss: 1201.2909 - logits_profile_predictions_loss: 1188.0637 - logcount_predictions_loss: 0.2901 4/2377 [..............................] - ETA: 12:00 - loss: 1190.8843 - logits_profile_predictions_loss: 1177.3735 - logcount_predictions_loss: 0.2963 5/2377 [..............................] - ETA: 12:00 - loss: 1192.6942 - logits_profile_predictions_loss: 1178.8653 - logcount_predictions_loss: 0.3033 6/2377 [..............................] - ETA: 12:00 - loss: 1188.6764 - logits_profile_predictions_loss: 1174.7449 - logcount_predictions_loss: 0.3055 7/2377 [..............................] - ETA: 12:00 - loss: 1182.5035 - 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14/2377 [..............................] - ETA: 11:58 - loss: 1153.8236 - logits_profile_predictions_loss: 1140.2035 - logcount_predictions_loss: 0.2987 15/2377 [..............................] - ETA: 11:58 - loss: 1151.3559 - logits_profile_predictions_loss: 1137.7811 - logcount_predictions_loss: 0.2977 16/2377 [..............................] - ETA: 11:57 - loss: 1148.8936 - logits_profile_predictions_loss: 1135.3438 - logcount_predictions_loss: 0.2971 17/2377 [..............................] - ETA: 11:57 - loss: 1146.8370 - logits_profile_predictions_loss: 1133.3123 - logcount_predictions_loss: 0.2966 18/2377 [..............................] - ETA: 11:57 - loss: 1144.9912 - logits_profile_predictions_loss: 1131.4932 - logcount_predictions_loss: 0.2960 19/2377 [..............................] - ETA: 11:57 - loss: 1142.9183 - logits_profile_predictions_loss: 1129.4422 - logcount_predictions_loss: 0.2955 20/2377 [..............................] - ETA: 11:56 - loss: 1141.2894 - 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9:55 - loss: 1101.3724 - logits_profile_predictions_loss: 1088.0917 - logcount_predictions_loss: 0.2912 422/2377 [====>.........................] - ETA: 9:54 - loss: 1101.3618 - logits_profile_predictions_loss: 1088.0811 - logcount_predictions_loss: 0.2912 423/2377 [====>.........................] - ETA: 9:54 - loss: 1101.3516 - logits_profile_predictions_loss: 1088.0706 - logcount_predictions_loss: 0.2913 424/2377 [====>.........................] - ETA: 9:54 - loss: 1101.3417 - logits_profile_predictions_loss: 1088.0607 - logcount_predictions_loss: 0.2913 425/2377 [====>.........................] - ETA: 9:54 - loss: 1101.3315 - logits_profile_predictions_loss: 1088.0503 - logcount_predictions_loss: 0.2913 426/2377 [====>.........................] - ETA: 9:53 - loss: 1101.3207 - logits_profile_predictions_loss: 1088.0394 - logcount_predictions_loss: 0.2913 427/2377 [====>.........................] - ETA: 9:53 - loss: 1101.3098 - logits_profile_predictions_loss: 1088.0284 - 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9:51 - loss: 1101.2304 - logits_profile_predictions_loss: 1087.9484 - logcount_predictions_loss: 0.2913 435/2377 [====>.........................] - ETA: 9:51 - loss: 1101.2188 - logits_profile_predictions_loss: 1087.9367 - logcount_predictions_loss: 0.2913 436/2377 [====>.........................] - ETA: 9:50 - loss: 1101.2076 - logits_profile_predictions_loss: 1087.9254 - logcount_predictions_loss: 0.2913 437/2377 [====>.........................] - ETA: 9:50 - loss: 1101.1972 - logits_profile_predictions_loss: 1087.9149 - logcount_predictions_loss: 0.2913 438/2377 [====>.........................] - ETA: 9:50 - loss: 1101.1864 - logits_profile_predictions_loss: 1087.9040 - logcount_predictions_loss: 0.2913 439/2377 [====>.........................] - ETA: 9:49 - loss: 1101.1757 - logits_profile_predictions_loss: 1087.8933 - logcount_predictions_loss: 0.2913 440/2377 [====>.........................] - ETA: 9:49 - loss: 1101.1650 - logits_profile_predictions_loss: 1087.8825 - logcount_predictions_loss: 0.2913 441/2377 [====>.........................] - ETA: 9:49 - loss: 1101.1543 - logits_profile_predictions_loss: 1087.8718 - logcount_predictions_loss: 0.2913 442/2377 [====>.........................] - ETA: 9:48 - loss: 1101.1433 - logits_profile_predictions_loss: 1087.8608 - logcount_predictions_loss: 0.2913 443/2377 [====>.........................] - ETA: 9:48 - loss: 1101.1331 - logits_profile_predictions_loss: 1087.8506 - logcount_predictions_loss: 0.2913 444/2377 [====>.........................] - ETA: 9:48 - loss: 1101.1229 - logits_profile_predictions_loss: 1087.8404 - logcount_predictions_loss: 0.2913 445/2377 [====>.........................] - ETA: 9:48 - loss: 1101.1131 - logits_profile_predictions_loss: 1087.8305 - logcount_predictions_loss: 0.2913 446/2377 [====>.........................] - ETA: 9:47 - loss: 1101.1035 - logits_profile_predictions_loss: 1087.8210 - logcount_predictions_loss: 0.2913 447/2377 [====>.........................] - ETA: 9:47 - loss: 1101.0948 - logits_profile_predictions_loss: 1087.8123 - logcount_predictions_loss: 0.2913 448/2377 [====>.........................] - ETA: 9:47 - loss: 1101.0859 - logits_profile_predictions_loss: 1087.8034 - logcount_predictions_loss: 0.2913 449/2377 [====>.........................] - ETA: 9:46 - loss: 1101.0762 - logits_profile_predictions_loss: 1087.7938 - logcount_predictions_loss: 0.2913 450/2377 [====>.........................] - ETA: 9:46 - loss: 1101.0662 - logits_profile_predictions_loss: 1087.7839 - logcount_predictions_loss: 0.2913 451/2377 [====>.........................] - ETA: 9:46 - loss: 1101.0560 - logits_profile_predictions_loss: 1087.7737 - logcount_predictions_loss: 0.2913 452/2377 [====>.........................] - ETA: 9:45 - loss: 1101.0462 - logits_profile_predictions_loss: 1087.7639 - logcount_predictions_loss: 0.2913 453/2377 [====>.........................] - ETA: 9:45 - loss: 1101.0364 - logits_profile_predictions_loss: 1087.7542 - 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9:43 - loss: 1100.9812 - logits_profile_predictions_loss: 1087.6994 - logcount_predictions_loss: 0.2913 461/2377 [====>.........................] - ETA: 9:43 - loss: 1100.9743 - logits_profile_predictions_loss: 1087.6927 - logcount_predictions_loss: 0.2913 462/2377 [====>.........................] - ETA: 9:42 - loss: 1100.9675 - logits_profile_predictions_loss: 1087.6858 - logcount_predictions_loss: 0.2913 463/2377 [====>.........................] - ETA: 9:42 - loss: 1100.9600 - logits_profile_predictions_loss: 1087.6784 - logcount_predictions_loss: 0.2913 464/2377 [====>.........................] - ETA: 9:42 - loss: 1100.9522 - logits_profile_predictions_loss: 1087.6706 - logcount_predictions_loss: 0.2913 465/2377 [====>.........................] - ETA: 9:42 - loss: 1100.9439 - logits_profile_predictions_loss: 1087.6623 - logcount_predictions_loss: 0.2913 466/2377 [====>.........................] - ETA: 9:41 - loss: 1100.9354 - logits_profile_predictions_loss: 1087.6538 - 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logcount_predictions_loss: 0.2920 2377/2377 [==============================] - 763s 321ms/step - loss: 1099.9002 - logits_profile_predictions_loss: 1086.5849 - logcount_predictions_loss: 0.2920 - val_loss: 1261.2422 - val_logits_profile_predictions_loss: 1248.1157 - val_logcount_predictions_loss: 0.2879 Epoch 00010: val_loss improved from 1264.97876 to 1261.24219, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 11/50 1/2377 [..............................] - ETA: 12:29 - loss: 1012.3475 - logits_profile_predictions_loss: 999.6676 - logcount_predictions_loss: 0.2781 2/2377 [..............................] - ETA: 11:58 - loss: 1034.4440 - logits_profile_predictions_loss: 1020.9012 - logcount_predictions_loss: 0.2970 3/2377 [..............................] - ETA: 11:58 - loss: 1035.1733 - logits_profile_predictions_loss: 1021.5692 - logcount_predictions_loss: 0.2983 4/2377 [..............................] - ETA: 12:00 - loss: 1030.9928 - logits_profile_predictions_loss: 1017.3292 - logcount_predictions_loss: 0.2996 5/2377 [..............................] - ETA: 11:59 - loss: 1034.1762 - logits_profile_predictions_loss: 1020.7430 - logcount_predictions_loss: 0.2946 6/2377 [..............................] - ETA: 11:59 - loss: 1033.7140 - logits_profile_predictions_loss: 1020.4282 - logcount_predictions_loss: 0.2914 7/2377 [..............................] - ETA: 11:59 - loss: 1037.4361 - logits_profile_predictions_loss: 1024.2480 - logcount_predictions_loss: 0.2892 8/2377 [..............................] - ETA: 11:59 - loss: 1040.7796 - logits_profile_predictions_loss: 1027.6659 - logcount_predictions_loss: 0.2876 9/2377 [..............................] - ETA: 11:59 - loss: 1044.5864 - logits_profile_predictions_loss: 1031.4734 - logcount_predictions_loss: 0.2876 10/2377 [..............................] - ETA: 11:58 - loss: 1048.0784 - 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17/2377 [..............................] - ETA: 11:57 - loss: 1066.0761 - logits_profile_predictions_loss: 1053.2531 - logcount_predictions_loss: 0.2812 18/2377 [..............................] - ETA: 11:56 - loss: 1067.8521 - logits_profile_predictions_loss: 1055.0311 - logcount_predictions_loss: 0.2812 19/2377 [..............................] - ETA: 11:56 - loss: 1069.3566 - logits_profile_predictions_loss: 1056.5400 - logcount_predictions_loss: 0.2811 20/2377 [..............................] - ETA: 11:56 - loss: 1070.2468 - logits_profile_predictions_loss: 1057.4324 - logcount_predictions_loss: 0.2810 21/2377 [..............................] - ETA: 11:55 - loss: 1070.9598 - logits_profile_predictions_loss: 1058.1527 - logcount_predictions_loss: 0.2809 22/2377 [..............................] - ETA: 11:55 - loss: 1071.3899 - logits_profile_predictions_loss: 1058.5877 - logcount_predictions_loss: 0.2807 23/2377 [..............................] - ETA: 11:55 - loss: 1071.8567 - 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30/2377 [..............................] - ETA: 11:53 - loss: 1075.5750 - logits_profile_predictions_loss: 1062.8253 - logcount_predictions_loss: 0.2796 31/2377 [..............................] - ETA: 11:53 - loss: 1075.7753 - logits_profile_predictions_loss: 1063.0311 - logcount_predictions_loss: 0.2795 32/2377 [..............................] - ETA: 11:52 - loss: 1076.0487 - logits_profile_predictions_loss: 1063.3110 - logcount_predictions_loss: 0.2793 33/2377 [..............................] - ETA: 11:52 - loss: 1076.2651 - logits_profile_predictions_loss: 1063.5356 - logcount_predictions_loss: 0.2792 34/2377 [..............................] - ETA: 11:52 - loss: 1076.4676 - logits_profile_predictions_loss: 1063.7480 - logcount_predictions_loss: 0.2789 35/2377 [..............................] - ETA: 11:52 - loss: 1076.7748 - logits_profile_predictions_loss: 1064.0656 - logcount_predictions_loss: 0.2787 36/2377 [..............................] - ETA: 11:51 - loss: 1077.1947 - 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56/2377 [..............................] - ETA: 11:46 - loss: 1080.5691 - logits_profile_predictions_loss: 1067.8528 - logcount_predictions_loss: 0.2789 57/2377 [..............................] - ETA: 11:45 - loss: 1080.6484 - logits_profile_predictions_loss: 1067.9266 - logcount_predictions_loss: 0.2790 58/2377 [..............................] - ETA: 11:45 - loss: 1080.7685 - logits_profile_predictions_loss: 1068.0413 - logcount_predictions_loss: 0.2791 59/2377 [..............................] - ETA: 11:45 - loss: 1080.9239 - logits_profile_predictions_loss: 1068.1904 - logcount_predictions_loss: 0.2792 60/2377 [..............................] - ETA: 11:44 - loss: 1081.0781 - logits_profile_predictions_loss: 1068.3377 - logcount_predictions_loss: 0.2794 61/2377 [..............................] - ETA: 11:44 - loss: 1081.1991 - logits_profile_predictions_loss: 1068.4520 - logcount_predictions_loss: 0.2795 62/2377 [..............................] - ETA: 11:44 - loss: 1081.3133 - 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loss: 1094.0614 - logits_profile_predictions_loss: 1081.1541 - logcount_predictions_loss: 0.2831 2355/2377 [============================>.] - ETA: 6s - loss: 1094.0620 - logits_profile_predictions_loss: 1081.1547 - logcount_predictions_loss: 0.2831 2356/2377 [============================>.] - ETA: 6s - loss: 1094.0627 - logits_profile_predictions_loss: 1081.1553 - logcount_predictions_loss: 0.2831 2357/2377 [============================>.] - ETA: 6s - loss: 1094.0633 - logits_profile_predictions_loss: 1081.1559 - logcount_predictions_loss: 0.2831 2358/2377 [============================>.] - ETA: 5s - loss: 1094.0638 - logits_profile_predictions_loss: 1081.1565 - logcount_predictions_loss: 0.2831 2359/2377 [============================>.] - ETA: 5s - loss: 1094.0645 - logits_profile_predictions_loss: 1081.1571 - logcount_predictions_loss: 0.2831 2360/2377 [============================>.] - ETA: 5s - loss: 1094.0651 - logits_profile_predictions_loss: 1081.1577 - logcount_predictions_loss: 0.2831 2361/2377 [============================>.] - ETA: 4s - loss: 1094.0657 - logits_profile_predictions_loss: 1081.1583 - logcount_predictions_loss: 0.2831 2362/2377 [============================>.] - ETA: 4s - loss: 1094.0663 - logits_profile_predictions_loss: 1081.1589 - logcount_predictions_loss: 0.2831 2363/2377 [============================>.] - ETA: 4s - loss: 1094.0669 - logits_profile_predictions_loss: 1081.1595 - logcount_predictions_loss: 0.2831 2364/2377 [============================>.] - ETA: 3s - loss: 1094.0675 - logits_profile_predictions_loss: 1081.1601 - logcount_predictions_loss: 0.2831 2365/2377 [============================>.] - ETA: 3s - loss: 1094.0682 - logits_profile_predictions_loss: 1081.1607 - logcount_predictions_loss: 0.2831 2366/2377 [============================>.] - ETA: 3s - loss: 1094.0688 - logits_profile_predictions_loss: 1081.1613 - logcount_predictions_loss: 0.2831 2367/2377 [============================>.] - ETA: 3s - loss: 1094.0694 - logits_profile_predictions_loss: 1081.1619 - logcount_predictions_loss: 0.2831 2368/2377 [============================>.] - ETA: 2s - loss: 1094.0700 - logits_profile_predictions_loss: 1081.1625 - logcount_predictions_loss: 0.2831 2369/2377 [============================>.] - ETA: 2s - loss: 1094.0706 - logits_profile_predictions_loss: 1081.1631 - logcount_predictions_loss: 0.2831 2370/2377 [============================>.] - ETA: 2s - loss: 1094.0713 - logits_profile_predictions_loss: 1081.1637 - logcount_predictions_loss: 0.2831 2371/2377 [============================>.] - ETA: 1s - loss: 1094.0719 - logits_profile_predictions_loss: 1081.1644 - logcount_predictions_loss: 0.2831 2372/2377 [============================>.] - ETA: 1s - loss: 1094.0725 - logits_profile_predictions_loss: 1081.1650 - logcount_predictions_loss: 0.2831 2373/2377 [============================>.] - ETA: 1s - loss: 1094.0732 - logits_profile_predictions_loss: 1081.1656 - logcount_predictions_loss: 0.2831 2374/2377 [============================>.] - ETA: 0s - loss: 1094.0738 - logits_profile_predictions_loss: 1081.1663 - logcount_predictions_loss: 0.2831 2375/2377 [============================>.] - ETA: 0s - loss: 1094.0744 - logits_profile_predictions_loss: 1081.1669 - logcount_predictions_loss: 0.2831 2376/2377 [============================>.] - ETA: 0s - loss: 1094.0750 - logits_profile_predictions_loss: 1081.1674 - logcount_predictions_loss: 0.2831 2377/2377 [==============================] - ETA: 0s - loss: 1094.0756 - logits_profile_predictions_loss: 1081.1680 - logcount_predictions_loss: 0.2831 2377/2377 [==============================] - 763s 321ms/step - loss: 1094.0762 - logits_profile_predictions_loss: 1081.1686 - logcount_predictions_loss: 0.2831 - val_loss: 1281.8383 - val_logits_profile_predictions_loss: 1266.8209 - val_logcount_predictions_loss: 0.3293 Epoch 00011: val_loss did not improve from 1261.24219 Epoch 12/50 1/2377 [..............................] - ETA: 12:29 - loss: 1195.4845 - logits_profile_predictions_loss: 1183.8447 - logcount_predictions_loss: 0.2553 2/2377 [..............................] - ETA: 11:59 - loss: 1137.3378 - logits_profile_predictions_loss: 1126.3015 - logcount_predictions_loss: 0.2420 3/2377 [..............................] - ETA: 11:59 - loss: 1106.0240 - logits_profile_predictions_loss: 1094.9152 - logcount_predictions_loss: 0.2436 4/2377 [..............................] - ETA: 12:00 - loss: 1098.8135 - logits_profile_predictions_loss: 1087.3065 - logcount_predictions_loss: 0.2523 5/2377 [..............................] - ETA: 12:00 - loss: 1095.9820 - logits_profile_predictions_loss: 1084.1702 - logcount_predictions_loss: 0.2590 6/2377 [..............................] - ETA: 11:59 - loss: 1093.4611 - logits_profile_predictions_loss: 1081.4609 - logcount_predictions_loss: 0.2632 7/2377 [..............................] - ETA: 11:59 - loss: 1092.1443 - logits_profile_predictions_loss: 1079.9969 - logcount_predictions_loss: 0.2664 8/2377 [..............................] - ETA: 11:59 - loss: 1089.2205 - logits_profile_predictions_loss: 1076.9272 - logcount_predictions_loss: 0.2696 9/2377 [..............................] - ETA: 11:59 - loss: 1087.5238 - logits_profile_predictions_loss: 1075.1338 - logcount_predictions_loss: 0.2717 10/2377 [..............................] - ETA: 11:58 - loss: 1087.8190 - logits_profile_predictions_loss: 1075.3063 - logcount_predictions_loss: 0.2744 11/2377 [..............................] - ETA: 11:59 - loss: 1087.1903 - logits_profile_predictions_loss: 1074.6149 - logcount_predictions_loss: 0.2758 12/2377 [..............................] - ETA: 11:58 - loss: 1086.4316 - logits_profile_predictions_loss: 1073.8389 - logcount_predictions_loss: 0.2762 13/2377 [..............................] - ETA: 11:58 - loss: 1086.6839 - logits_profile_predictions_loss: 1074.0582 - logcount_predictions_loss: 0.2769 14/2377 [..............................] - ETA: 11:58 - loss: 1087.1469 - logits_profile_predictions_loss: 1074.4851 - logcount_predictions_loss: 0.2777 15/2377 [..............................] - ETA: 11:58 - loss: 1087.4584 - logits_profile_predictions_loss: 1074.7635 - logcount_predictions_loss: 0.2784 16/2377 [..............................] - ETA: 11:57 - loss: 1087.7126 - logits_profile_predictions_loss: 1074.9816 - logcount_predictions_loss: 0.2792 17/2377 [..............................] - ETA: 11:57 - loss: 1087.7718 - logits_profile_predictions_loss: 1075.0157 - logcount_predictions_loss: 0.2797 18/2377 [..............................] - ETA: 11:57 - loss: 1087.9995 - logits_profile_predictions_loss: 1075.2210 - logcount_predictions_loss: 0.2802 19/2377 [..............................] - ETA: 11:57 - loss: 1088.2092 - logits_profile_predictions_loss: 1075.4150 - logcount_predictions_loss: 0.2806 20/2377 [..............................] - ETA: 11:56 - loss: 1088.6179 - logits_profile_predictions_loss: 1075.8118 - logcount_predictions_loss: 0.2808 21/2377 [..............................] - ETA: 11:56 - loss: 1089.2234 - logits_profile_predictions_loss: 1076.4140 - logcount_predictions_loss: 0.2809 22/2377 [..............................] - ETA: 11:56 - loss: 1089.7012 - logits_profile_predictions_loss: 1076.8913 - logcount_predictions_loss: 0.2809 23/2377 [..............................] - ETA: 11:55 - loss: 1090.2328 - logits_profile_predictions_loss: 1077.4183 - logcount_predictions_loss: 0.2810 24/2377 [..............................] - ETA: 11:55 - loss: 1090.4747 - logits_profile_predictions_loss: 1077.6555 - logcount_predictions_loss: 0.2811 25/2377 [..............................] - ETA: 11:55 - loss: 1090.4049 - logits_profile_predictions_loss: 1077.5868 - logcount_predictions_loss: 0.2811 26/2377 [..............................] - ETA: 11:55 - loss: 1090.2777 - logits_profile_predictions_loss: 1077.4649 - logcount_predictions_loss: 0.2810 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- logcount_predictions_loss: 0.2730 402/2377 [====>.........................] - ETA: 10:01 - loss: 1088.4429 - logits_profile_predictions_loss: 1075.9920 - logcount_predictions_loss: 0.2730 403/2377 [====>.........................] - ETA: 10:00 - loss: 1088.4422 - logits_profile_predictions_loss: 1075.9917 - logcount_predictions_loss: 0.2730 404/2377 [====>.........................] - ETA: 10:00 - loss: 1088.4420 - logits_profile_predictions_loss: 1075.9920 - logcount_predictions_loss: 0.2730 405/2377 [====>.........................] - ETA: 10:00 - loss: 1088.4413 - logits_profile_predictions_loss: 1075.9917 - logcount_predictions_loss: 0.2730 406/2377 [====>.........................] - ETA: 10:00 - loss: 1088.4404 - logits_profile_predictions_loss: 1075.9913 - logcount_predictions_loss: 0.2730 407/2377 [====>.........................] - ETA: 9:59 - loss: 1088.4387 - logits_profile_predictions_loss: 1075.9901 - logcount_predictions_loss: 0.2730  408/2377 [====>.........................] - ETA: 9:59 - loss: 1088.4368 - logits_profile_predictions_loss: 1075.9886 - logcount_predictions_loss: 0.2730 409/2377 [====>.........................] - ETA: 9:59 - loss: 1088.4339 - logits_profile_predictions_loss: 1075.9862 - logcount_predictions_loss: 0.2730 410/2377 [====>.........................] - ETA: 9:58 - loss: 1088.4308 - logits_profile_predictions_loss: 1075.9836 - logcount_predictions_loss: 0.2730 411/2377 [====>.........................] - ETA: 9:58 - loss: 1088.4289 - logits_profile_predictions_loss: 1075.9820 - logcount_predictions_loss: 0.2729 412/2377 [====>.........................] - ETA: 9:58 - loss: 1088.4265 - logits_profile_predictions_loss: 1075.9801 - logcount_predictions_loss: 0.2729 413/2377 [====>.........................] - ETA: 9:57 - loss: 1088.4248 - logits_profile_predictions_loss: 1075.9790 - logcount_predictions_loss: 0.2729 414/2377 [====>.........................] - ETA: 9:57 - loss: 1088.4226 - 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ETA: 15s - loss: 1089.6973 - logits_profile_predictions_loss: 1077.3554 - logcount_predictions_loss: 0.2706 2326/2377 [============================>.] - ETA: 15s - loss: 1089.6984 - logits_profile_predictions_loss: 1077.3564 - logcount_predictions_loss: 0.2706 2327/2377 [============================>.] - ETA: 15s - loss: 1089.6994 - logits_profile_predictions_loss: 1077.3573 - logcount_predictions_loss: 0.2706 2328/2377 [============================>.] - ETA: 14s - loss: 1089.7005 - logits_profile_predictions_loss: 1077.3583 - logcount_predictions_loss: 0.2706 2329/2377 [============================>.] - ETA: 14s - loss: 1089.7015 - logits_profile_predictions_loss: 1077.3593 - logcount_predictions_loss: 0.2706 2330/2377 [============================>.] - ETA: 14s - loss: 1089.7026 - logits_profile_predictions_loss: 1077.3603 - logcount_predictions_loss: 0.2707 2331/2377 [============================>.] - ETA: 14s - loss: 1089.7037 - logits_profile_predictions_loss: 1077.3612 - logcount_predictions_loss: 0.2707 2332/2377 [============================>.] - ETA: 13s - loss: 1089.7047 - logits_profile_predictions_loss: 1077.3622 - logcount_predictions_loss: 0.2707 2333/2377 [============================>.] - ETA: 13s - loss: 1089.7057 - logits_profile_predictions_loss: 1077.3631 - logcount_predictions_loss: 0.2707 2334/2377 [============================>.] - ETA: 13s - loss: 1089.7067 - logits_profile_predictions_loss: 1077.3640 - logcount_predictions_loss: 0.2707 2335/2377 [============================>.] - ETA: 12s - loss: 1089.7077 - logits_profile_predictions_loss: 1077.3649 - logcount_predictions_loss: 0.2707 2336/2377 [============================>.] - ETA: 12s - loss: 1089.7087 - logits_profile_predictions_loss: 1077.3658 - logcount_predictions_loss: 0.2707 2337/2377 [============================>.] - ETA: 12s - loss: 1089.7097 - logits_profile_predictions_loss: 1077.3667 - logcount_predictions_loss: 0.2707 2338/2377 [============================>.] - ETA: 11s - loss: 1089.7107 - logits_profile_predictions_loss: 1077.3676 - logcount_predictions_loss: 0.2707 2339/2377 [============================>.] - ETA: 11s - loss: 1089.7117 - logits_profile_predictions_loss: 1077.3686 - logcount_predictions_loss: 0.2707 2340/2377 [============================>.] - ETA: 11s - loss: 1089.7128 - logits_profile_predictions_loss: 1077.3695 - logcount_predictions_loss: 0.2707 2341/2377 [============================>.] - ETA: 10s - loss: 1089.7138 - logits_profile_predictions_loss: 1077.3704 - logcount_predictions_loss: 0.2707 2342/2377 [============================>.] - ETA: 10s - loss: 1089.7148 - logits_profile_predictions_loss: 1077.3714 - logcount_predictions_loss: 0.2707 2343/2377 [============================>.] - ETA: 10s - loss: 1089.7158 - logits_profile_predictions_loss: 1077.3723 - logcount_predictions_loss: 0.2707 2344/2377 [============================>.] - ETA: 10s - loss: 1089.7168 - logits_profile_predictions_loss: 1077.3732 - logcount_predictions_loss: 0.2707 2345/2377 [============================>.] - ETA: 9s - loss: 1089.7179 - logits_profile_predictions_loss: 1077.3741 - logcount_predictions_loss: 0.2707  2346/2377 [============================>.] - ETA: 9s - loss: 1089.7189 - logits_profile_predictions_loss: 1077.3751 - logcount_predictions_loss: 0.2707 2347/2377 [============================>.] - ETA: 9s - loss: 1089.7199 - logits_profile_predictions_loss: 1077.3760 - logcount_predictions_loss: 0.2707 2348/2377 [============================>.] - ETA: 8s - loss: 1089.7210 - logits_profile_predictions_loss: 1077.3770 - logcount_predictions_loss: 0.2707 2349/2377 [============================>.] - ETA: 8s - loss: 1089.7220 - logits_profile_predictions_loss: 1077.3779 - logcount_predictions_loss: 0.2707 2350/2377 [============================>.] - ETA: 8s - loss: 1089.7230 - logits_profile_predictions_loss: 1077.3788 - logcount_predictions_loss: 0.2707 2351/2377 [============================>.] - ETA: 7s - loss: 1089.7240 - logits_profile_predictions_loss: 1077.3797 - logcount_predictions_loss: 0.2707 2352/2377 [============================>.] - ETA: 7s - loss: 1089.7250 - logits_profile_predictions_loss: 1077.3807 - logcount_predictions_loss: 0.2707 2353/2377 [============================>.] - ETA: 7s - loss: 1089.7260 - logits_profile_predictions_loss: 1077.3816 - logcount_predictions_loss: 0.2707 2354/2377 [============================>.] - ETA: 7s - loss: 1089.7270 - logits_profile_predictions_loss: 1077.3824 - logcount_predictions_loss: 0.2707 2355/2377 [============================>.] - ETA: 6s - loss: 1089.7279 - logits_profile_predictions_loss: 1077.3833 - logcount_predictions_loss: 0.2707 2356/2377 [============================>.] - ETA: 6s - loss: 1089.7289 - logits_profile_predictions_loss: 1077.3841 - logcount_predictions_loss: 0.2707 2357/2377 [============================>.] - ETA: 6s - loss: 1089.7298 - logits_profile_predictions_loss: 1077.3850 - logcount_predictions_loss: 0.2707 2358/2377 [============================>.] - ETA: 5s - loss: 1089.7307 - logits_profile_predictions_loss: 1077.3858 - logcount_predictions_loss: 0.2707 2359/2377 [============================>.] - ETA: 5s - loss: 1089.7316 - logits_profile_predictions_loss: 1077.3866 - logcount_predictions_loss: 0.2707 2360/2377 [============================>.] - ETA: 5s - loss: 1089.7325 - logits_profile_predictions_loss: 1077.3874 - logcount_predictions_loss: 0.2707 2361/2377 [============================>.] - ETA: 4s - loss: 1089.7335 - logits_profile_predictions_loss: 1077.3883 - logcount_predictions_loss: 0.2707 2362/2377 [============================>.] - ETA: 4s - loss: 1089.7344 - logits_profile_predictions_loss: 1077.3891 - logcount_predictions_loss: 0.2707 2363/2377 [============================>.] - ETA: 4s - loss: 1089.7353 - logits_profile_predictions_loss: 1077.3899 - logcount_predictions_loss: 0.2707 2364/2377 [============================>.] - ETA: 3s - loss: 1089.7362 - logits_profile_predictions_loss: 1077.3907 - logcount_predictions_loss: 0.2707 2365/2377 [============================>.] - ETA: 3s - loss: 1089.7371 - logits_profile_predictions_loss: 1077.3915 - logcount_predictions_loss: 0.2707 2366/2377 [============================>.] - ETA: 3s - loss: 1089.7380 - logits_profile_predictions_loss: 1077.3923 - logcount_predictions_loss: 0.2707 2367/2377 [============================>.] - ETA: 3s - loss: 1089.7388 - logits_profile_predictions_loss: 1077.3931 - logcount_predictions_loss: 0.2707 2368/2377 [============================>.] - ETA: 2s - loss: 1089.7397 - logits_profile_predictions_loss: 1077.3939 - logcount_predictions_loss: 0.2707 2369/2377 [============================>.] - ETA: 2s - loss: 1089.7406 - logits_profile_predictions_loss: 1077.3947 - logcount_predictions_loss: 0.2707 2370/2377 [============================>.] - ETA: 2s - loss: 1089.7415 - logits_profile_predictions_loss: 1077.3955 - logcount_predictions_loss: 0.2707 2371/2377 [============================>.] - ETA: 1s - loss: 1089.7424 - logits_profile_predictions_loss: 1077.3963 - logcount_predictions_loss: 0.2707 2372/2377 [============================>.] - ETA: 1s - loss: 1089.7433 - logits_profile_predictions_loss: 1077.3970 - logcount_predictions_loss: 0.2707 2373/2377 [============================>.] - ETA: 1s - loss: 1089.7441 - logits_profile_predictions_loss: 1077.3978 - logcount_predictions_loss: 0.2707 2374/2377 [============================>.] - ETA: 0s - loss: 1089.7450 - logits_profile_predictions_loss: 1077.3985 - logcount_predictions_loss: 0.2707 2375/2377 [============================>.] - ETA: 0s - loss: 1089.7459 - logits_profile_predictions_loss: 1077.3993 - logcount_predictions_loss: 0.2707 2376/2377 [============================>.] - ETA: 0s - loss: 1089.7468 - logits_profile_predictions_loss: 1077.4001 - logcount_predictions_loss: 0.2707 2377/2377 [==============================] - ETA: 0s - loss: 1089.7477 - logits_profile_predictions_loss: 1077.4009 - logcount_predictions_loss: 0.2707 2377/2377 [==============================] - 764s 321ms/step - loss: 1089.7486 - logits_profile_predictions_loss: 1077.4017 - logcount_predictions_loss: 0.2707 - val_loss: 1270.5387 - val_logits_profile_predictions_loss: 1258.2349 - val_logcount_predictions_loss: 0.2698 Epoch 00012: val_loss did not improve from 1261.24219 Epoch 13/50 1/2377 [..............................] - ETA: 12:38 - loss: 975.8574 - logits_profile_predictions_loss: 967.3711 - logcount_predictions_loss: 0.1861 2/2377 [..............................] - ETA: 12:00 - loss: 1008.1029 - logits_profile_predictions_loss: 999.2206 - logcount_predictions_loss: 0.1948 3/2377 [..............................] - ETA: 11:59 - loss: 1019.6114 - logits_profile_predictions_loss: 1009.7183 - logcount_predictions_loss: 0.2170 4/2377 [..............................] - ETA: 12:00 - loss: 1037.7108 - logits_profile_predictions_loss: 1027.0694 - logcount_predictions_loss: 0.2334 5/2377 [..............................] - ETA: 12:00 - loss: 1053.1904 - logits_profile_predictions_loss: 1042.2748 - logcount_predictions_loss: 0.2394 6/2377 [..............................] - ETA: 11:59 - loss: 1064.1748 - logits_profile_predictions_loss: 1053.0799 - logcount_predictions_loss: 0.2433 7/2377 [..............................] - ETA: 11:59 - loss: 1072.1682 - logits_profile_predictions_loss: 1060.9718 - logcount_predictions_loss: 0.2455 8/2377 [..............................] - ETA: 11:59 - loss: 1078.0648 - logits_profile_predictions_loss: 1066.8095 - logcount_predictions_loss: 0.2468 9/2377 [..............................] - ETA: 11:59 - loss: 1083.8830 - logits_profile_predictions_loss: 1072.5097 - logcount_predictions_loss: 0.2494 10/2377 [..............................] - ETA: 11:58 - loss: 1088.2057 - logits_profile_predictions_loss: 1076.7519 - logcount_predictions_loss: 0.2512 11/2377 [..............................] - ETA: 11:58 - loss: 1090.6712 - logits_profile_predictions_loss: 1079.1577 - logcount_predictions_loss: 0.2525 12/2377 [..............................] - ETA: 11:58 - loss: 1092.3070 - logits_profile_predictions_loss: 1080.7601 - logcount_predictions_loss: 0.2532 13/2377 [..............................] - ETA: 11:58 - loss: 1094.0366 - logits_profile_predictions_loss: 1082.4892 - logcount_predictions_loss: 0.2532 14/2377 [..............................] - ETA: 11:57 - loss: 1095.8632 - logits_profile_predictions_loss: 1084.3200 - logcount_predictions_loss: 0.2531 15/2377 [..............................] - ETA: 11:57 - loss: 1096.9682 - logits_profile_predictions_loss: 1085.4453 - logcount_predictions_loss: 0.2527 16/2377 [..............................] - ETA: 11:57 - loss: 1097.6556 - logits_profile_predictions_loss: 1086.1553 - logcount_predictions_loss: 0.2522 17/2377 [..............................] - ETA: 11:57 - loss: 1098.1024 - logits_profile_predictions_loss: 1086.6188 - logcount_predictions_loss: 0.2518 18/2377 [..............................] - ETA: 11:56 - loss: 1098.0328 - logits_profile_predictions_loss: 1086.5598 - logcount_predictions_loss: 0.2516 19/2377 [..............................] - ETA: 11:56 - loss: 1097.4566 - logits_profile_predictions_loss: 1085.9972 - logcount_predictions_loss: 0.2513 20/2377 [..............................] - ETA: 11:56 - loss: 1096.9375 - logits_profile_predictions_loss: 1085.4954 - logcount_predictions_loss: 0.2509 21/2377 [..............................] - ETA: 11:56 - loss: 1096.4017 - logits_profile_predictions_loss: 1084.9798 - logcount_predictions_loss: 0.2505 22/2377 [..............................] - ETA: 11:55 - loss: 1096.1254 - logits_profile_predictions_loss: 1084.7229 - logcount_predictions_loss: 0.2501 23/2377 [..............................] - ETA: 11:55 - loss: 1095.8754 - logits_profile_predictions_loss: 1084.4835 - logcount_predictions_loss: 0.2498 24/2377 [..............................] - ETA: 11:55 - loss: 1095.6895 - logits_profile_predictions_loss: 1084.3071 - logcount_predictions_loss: 0.2496 25/2377 [..............................] - ETA: 11:54 - loss: 1095.4005 - logits_profile_predictions_loss: 1084.0322 - logcount_predictions_loss: 0.2493 26/2377 [..............................] - ETA: 11:54 - loss: 1095.2121 - logits_profile_predictions_loss: 1083.8554 - logcount_predictions_loss: 0.2491 27/2377 [..............................] - ETA: 11:54 - loss: 1095.0304 - logits_profile_predictions_loss: 1083.6819 - logcount_predictions_loss: 0.2489 28/2377 [..............................] - ETA: 11:54 - loss: 1094.6852 - logits_profile_predictions_loss: 1083.3371 - logcount_predictions_loss: 0.2489 29/2377 [..............................] - ETA: 11:53 - loss: 1094.4271 - logits_profile_predictions_loss: 1083.0775 - logcount_predictions_loss: 0.2489 30/2377 [..............................] - ETA: 11:53 - loss: 1094.0577 - logits_profile_predictions_loss: 1082.7092 - logcount_predictions_loss: 0.2489 31/2377 [..............................] - ETA: 11:53 - loss: 1093.8650 - logits_profile_predictions_loss: 1082.5159 - logcount_predictions_loss: 0.2489 32/2377 [..............................] - ETA: 11:52 - loss: 1093.6523 - logits_profile_predictions_loss: 1082.3038 - logcount_predictions_loss: 0.2489 33/2377 [..............................] - ETA: 11:52 - loss: 1093.3123 - logits_profile_predictions_loss: 1081.9658 - logcount_predictions_loss: 0.2488 34/2377 [..............................] - ETA: 11:52 - loss: 1092.8645 - logits_profile_predictions_loss: 1081.5209 - logcount_predictions_loss: 0.2488 35/2377 [..............................] - ETA: 11:52 - loss: 1092.4415 - logits_profile_predictions_loss: 1081.1015 - logcount_predictions_loss: 0.2487 36/2377 [..............................] - ETA: 11:51 - loss: 1092.1621 - logits_profile_predictions_loss: 1080.8243 - logcount_predictions_loss: 0.2486 37/2377 [..............................] - ETA: 11:51 - loss: 1091.8530 - logits_profile_predictions_loss: 1080.5181 - logcount_predictions_loss: 0.2486 38/2377 [..............................] - ETA: 11:51 - loss: 1091.5747 - logits_profile_predictions_loss: 1080.2396 - logcount_predictions_loss: 0.2486 39/2377 [..............................] - ETA: 11:50 - loss: 1091.2705 - logits_profile_predictions_loss: 1079.9367 - logcount_predictions_loss: 0.2486 40/2377 [..............................] - ETA: 11:50 - loss: 1090.9637 - logits_profile_predictions_loss: 1079.6292 - logcount_predictions_loss: 0.2486 41/2377 [..............................] - ETA: 11:50 - loss: 1090.6688 - logits_profile_predictions_loss: 1079.3324 - logcount_predictions_loss: 0.2486 42/2377 [..............................] - ETA: 11:50 - loss: 1090.3135 - logits_profile_predictions_loss: 1078.9768 - logcount_predictions_loss: 0.2486 43/2377 [..............................] - ETA: 11:49 - loss: 1090.0393 - logits_profile_predictions_loss: 1078.7036 - logcount_predictions_loss: 0.2486 44/2377 [..............................] - ETA: 11:49 - loss: 1089.7875 - logits_profile_predictions_loss: 1078.4269 - logcount_predictions_loss: 0.2491 45/2377 [..............................] - ETA: 11:49 - loss: 1089.6362 - logits_profile_predictions_loss: 1078.2525 - logcount_predictions_loss: 0.2496 46/2377 [..............................] - ETA: 11:48 - loss: 1089.5229 - logits_profile_predictions_loss: 1078.1178 - logcount_predictions_loss: 0.2501 47/2377 [..............................] - ETA: 11:48 - loss: 1089.4614 - logits_profile_predictions_loss: 1078.0369 - logcount_predictions_loss: 0.2505 48/2377 [..............................] - ETA: 11:48 - loss: 1089.4934 - logits_profile_predictions_loss: 1078.0501 - logcount_predictions_loss: 0.2510 49/2377 [..............................] - ETA: 11:48 - loss: 1089.5978 - logits_profile_predictions_loss: 1078.1364 - logcount_predictions_loss: 0.2513 50/2377 [..............................] - ETA: 11:47 - loss: 1089.7517 - logits_profile_predictions_loss: 1078.2616 - logcount_predictions_loss: 0.2520 51/2377 [..............................] - ETA: 11:47 - loss: 1089.8861 - logits_profile_predictions_loss: 1078.3677 - logcount_predictions_loss: 0.2526 52/2377 [..............................] - ETA: 11:47 - loss: 1090.0376 - logits_profile_predictions_loss: 1078.4917 - logcount_predictions_loss: 0.2532 53/2377 [..............................] - ETA: 11:46 - loss: 1090.2312 - logits_profile_predictions_loss: 1078.6592 - logcount_predictions_loss: 0.2538 54/2377 [..............................] - ETA: 11:46 - loss: 1090.3879 - logits_profile_predictions_loss: 1078.7904 - logcount_predictions_loss: 0.2543 55/2377 [..............................] - ETA: 11:46 - loss: 1090.5023 - logits_profile_predictions_loss: 1078.8817 - logcount_predictions_loss: 0.2548 56/2377 [..............................] - ETA: 11:46 - loss: 1090.6313 - logits_profile_predictions_loss: 1078.9892 - 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[==>...........................] - ETA: 10:28 - loss: 1090.7233 - logits_profile_predictions_loss: 1078.1130 - logcount_predictions_loss: 0.2765 310/2377 [==>...........................] - ETA: 10:28 - loss: 1090.7194 - logits_profile_predictions_loss: 1078.1081 - logcount_predictions_loss: 0.2766 311/2377 [==>...........................] - ETA: 10:27 - loss: 1090.7151 - logits_profile_predictions_loss: 1078.1029 - logcount_predictions_loss: 0.2766 312/2377 [==>...........................] - ETA: 10:27 - loss: 1090.7103 - logits_profile_predictions_loss: 1078.0971 - logcount_predictions_loss: 0.2766 313/2377 [==>...........................] - ETA: 10:27 - loss: 1090.7042 - logits_profile_predictions_loss: 1078.0901 - logcount_predictions_loss: 0.2766 314/2377 [==>...........................] - ETA: 10:27 - loss: 1090.6982 - logits_profile_predictions_loss: 1078.0832 - logcount_predictions_loss: 0.2766 315/2377 [==>...........................] - ETA: 10:26 - loss: 1090.6917 - 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- logcount_predictions_loss: 0.2776 393/2377 [===>..........................] - ETA: 10:03 - loss: 1090.8752 - logits_profile_predictions_loss: 1078.2168 - logcount_predictions_loss: 0.2776 394/2377 [===>..........................] - ETA: 10:03 - loss: 1090.8795 - logits_profile_predictions_loss: 1078.2209 - logcount_predictions_loss: 0.2776 395/2377 [===>..........................] - ETA: 10:02 - loss: 1090.8837 - logits_profile_predictions_loss: 1078.2248 - logcount_predictions_loss: 0.2776 396/2377 [===>..........................] - ETA: 10:02 - loss: 1090.8874 - logits_profile_predictions_loss: 1078.2282 - logcount_predictions_loss: 0.2776 397/2377 [====>.........................] - ETA: 10:02 - loss: 1090.8908 - logits_profile_predictions_loss: 1078.2313 - logcount_predictions_loss: 0.2776 398/2377 [====>.........................] - ETA: 10:02 - loss: 1090.8951 - logits_profile_predictions_loss: 1078.2354 - logcount_predictions_loss: 0.2776 399/2377 [====>.........................] - ETA: 10:01 - loss: 1090.9012 - logits_profile_predictions_loss: 1078.2411 - logcount_predictions_loss: 0.2776 400/2377 [====>.........................] - ETA: 10:01 - loss: 1090.9066 - logits_profile_predictions_loss: 1078.2463 - logcount_predictions_loss: 0.2776 401/2377 [====>.........................] - ETA: 10:01 - loss: 1090.9113 - logits_profile_predictions_loss: 1078.2508 - logcount_predictions_loss: 0.2776 402/2377 [====>.........................] - ETA: 10:00 - loss: 1090.9155 - logits_profile_predictions_loss: 1078.2547 - logcount_predictions_loss: 0.2776 403/2377 [====>.........................] - ETA: 10:00 - loss: 1090.9197 - logits_profile_predictions_loss: 1078.2587 - logcount_predictions_loss: 0.2777 404/2377 [====>.........................] - ETA: 10:00 - loss: 1090.9236 - logits_profile_predictions_loss: 1078.2624 - logcount_predictions_loss: 0.2777 405/2377 [====>.........................] - ETA: 9:59 - loss: 1090.9287 - logits_profile_predictions_loss: 1078.2673 - logcount_predictions_loss: 0.2777  406/2377 [====>.........................] - ETA: 9:59 - loss: 1090.9338 - logits_profile_predictions_loss: 1078.2722 - logcount_predictions_loss: 0.2777 407/2377 [====>.........................] - ETA: 9:59 - loss: 1090.9390 - logits_profile_predictions_loss: 1078.2772 - logcount_predictions_loss: 0.2777 408/2377 [====>.........................] - ETA: 9:59 - loss: 1090.9454 - logits_profile_predictions_loss: 1078.2834 - logcount_predictions_loss: 0.2777 409/2377 [====>.........................] - ETA: 9:58 - loss: 1090.9510 - logits_profile_predictions_loss: 1078.2889 - logcount_predictions_loss: 0.2777 410/2377 [====>.........................] - ETA: 9:58 - loss: 1090.9574 - logits_profile_predictions_loss: 1078.2951 - logcount_predictions_loss: 0.2777 411/2377 [====>.........................] - ETA: 9:58 - loss: 1090.9633 - logits_profile_predictions_loss: 1078.3009 - logcount_predictions_loss: 0.2777 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logits_profile_predictions_loss: 1078.3902 - logcount_predictions_loss: 0.2777 432/2377 [====>.........................] - ETA: 9:51 - loss: 1091.0579 - logits_profile_predictions_loss: 1078.3936 - logcount_predictions_loss: 0.2777 433/2377 [====>.........................] - ETA: 9:51 - loss: 1091.0613 - logits_profile_predictions_loss: 1078.3969 - logcount_predictions_loss: 0.2777 434/2377 [====>.........................] - ETA: 9:51 - loss: 1091.0652 - logits_profile_predictions_loss: 1078.4008 - logcount_predictions_loss: 0.2777 435/2377 [====>.........................] - ETA: 9:50 - loss: 1091.0687 - logits_profile_predictions_loss: 1078.4043 - logcount_predictions_loss: 0.2777 436/2377 [====>.........................] - ETA: 9:50 - loss: 1091.0721 - logits_profile_predictions_loss: 1078.4078 - logcount_predictions_loss: 0.2777 437/2377 [====>.........................] - ETA: 9:50 - loss: 1091.0754 - logits_profile_predictions_loss: 1078.4111 - logcount_predictions_loss: 0.2777 438/2377 [====>.........................] - ETA: 9:50 - loss: 1091.0775 - logits_profile_predictions_loss: 1078.4132 - logcount_predictions_loss: 0.2777 439/2377 [====>.........................] - ETA: 9:49 - loss: 1091.0799 - logits_profile_predictions_loss: 1078.4156 - logcount_predictions_loss: 0.2777 440/2377 [====>.........................] - ETA: 9:49 - loss: 1091.0823 - logits_profile_predictions_loss: 1078.4179 - logcount_predictions_loss: 0.2777 441/2377 [====>.........................] - ETA: 9:49 - loss: 1091.0859 - logits_profile_predictions_loss: 1078.4215 - logcount_predictions_loss: 0.2777 442/2377 [====>.........................] - ETA: 9:48 - loss: 1091.0894 - logits_profile_predictions_loss: 1078.4250 - logcount_predictions_loss: 0.2777 443/2377 [====>.........................] - ETA: 9:48 - loss: 1091.0928 - logits_profile_predictions_loss: 1078.4283 - logcount_predictions_loss: 0.2777 444/2377 [====>.........................] - ETA: 9:48 - loss: 1091.0959 - logits_profile_predictions_loss: 1078.4314 - logcount_predictions_loss: 0.2777 445/2377 [====>.........................] - ETA: 9:47 - loss: 1091.0990 - logits_profile_predictions_loss: 1078.4345 - logcount_predictions_loss: 0.2777 446/2377 [====>.........................] - ETA: 9:47 - loss: 1091.1014 - logits_profile_predictions_loss: 1078.4368 - logcount_predictions_loss: 0.2777 447/2377 [====>.........................] - ETA: 9:47 - loss: 1091.1036 - logits_profile_predictions_loss: 1078.4390 - logcount_predictions_loss: 0.2777 448/2377 [====>.........................] - ETA: 9:47 - loss: 1091.1066 - logits_profile_predictions_loss: 1078.4420 - logcount_predictions_loss: 0.2777 449/2377 [====>.........................] - ETA: 9:46 - loss: 1091.1091 - logits_profile_predictions_loss: 1078.4444 - logcount_predictions_loss: 0.2777 450/2377 [====>.........................] - ETA: 9:46 - loss: 1091.1118 - logits_profile_predictions_loss: 1078.4471 - logcount_predictions_loss: 0.2777 451/2377 [====>.........................] - ETA: 9:46 - loss: 1091.1138 - logits_profile_predictions_loss: 1078.4491 - logcount_predictions_loss: 0.2777 452/2377 [====>.........................] - ETA: 9:45 - loss: 1091.1154 - logits_profile_predictions_loss: 1078.4506 - logcount_predictions_loss: 0.2777 453/2377 [====>.........................] - ETA: 9:45 - loss: 1091.1162 - logits_profile_predictions_loss: 1078.4514 - logcount_predictions_loss: 0.2777 454/2377 [====>.........................] - ETA: 9:45 - loss: 1091.1165 - logits_profile_predictions_loss: 1078.4516 - logcount_predictions_loss: 0.2777 455/2377 [====>.........................] - ETA: 9:44 - loss: 1091.1171 - logits_profile_predictions_loss: 1078.4522 - logcount_predictions_loss: 0.2777 456/2377 [====>.........................] - ETA: 9:44 - loss: 1091.1175 - logits_profile_predictions_loss: 1078.4527 - logcount_predictions_loss: 0.2777 457/2377 [====>.........................] - ETA: 9:44 - loss: 1091.1179 - 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ETA: 10s - loss: 1090.8769 - logits_profile_predictions_loss: 1078.4642 - logcount_predictions_loss: 0.2722 2343/2377 [============================>.] - ETA: 10s - loss: 1090.8761 - logits_profile_predictions_loss: 1078.4634 - logcount_predictions_loss: 0.2722 2344/2377 [============================>.] - ETA: 10s - loss: 1090.8752 - logits_profile_predictions_loss: 1078.4626 - logcount_predictions_loss: 0.2722 2345/2377 [============================>.] - ETA: 9s - loss: 1090.8744 - logits_profile_predictions_loss: 1078.4619 - logcount_predictions_loss: 0.2722  2346/2377 [============================>.] - ETA: 9s - loss: 1090.8736 - logits_profile_predictions_loss: 1078.4612 - logcount_predictions_loss: 0.2722 2347/2377 [============================>.] - ETA: 9s - loss: 1090.8728 - logits_profile_predictions_loss: 1078.4604 - logcount_predictions_loss: 0.2722 2348/2377 [============================>.] - ETA: 8s - loss: 1090.8719 - logits_profile_predictions_loss: 1078.4597 - logcount_predictions_loss: 0.2722 2349/2377 [============================>.] - ETA: 8s - loss: 1090.8711 - logits_profile_predictions_loss: 1078.4589 - logcount_predictions_loss: 0.2722 2350/2377 [============================>.] - ETA: 8s - loss: 1090.8702 - logits_profile_predictions_loss: 1078.4581 - logcount_predictions_loss: 0.2722 2351/2377 [============================>.] - ETA: 7s - loss: 1090.8694 - logits_profile_predictions_loss: 1078.4573 - logcount_predictions_loss: 0.2722 2352/2377 [============================>.] - ETA: 7s - loss: 1090.8685 - logits_profile_predictions_loss: 1078.4565 - logcount_predictions_loss: 0.2722 2353/2377 [============================>.] - ETA: 7s - loss: 1090.8677 - logits_profile_predictions_loss: 1078.4557 - logcount_predictions_loss: 0.2722 2354/2377 [============================>.] - ETA: 7s - loss: 1090.8668 - logits_profile_predictions_loss: 1078.4549 - logcount_predictions_loss: 0.2722 2355/2377 [============================>.] - ETA: 6s - loss: 1090.8659 - logits_profile_predictions_loss: 1078.4541 - logcount_predictions_loss: 0.2722 2356/2377 [============================>.] - ETA: 6s - loss: 1090.8649 - logits_profile_predictions_loss: 1078.4532 - logcount_predictions_loss: 0.2722 2357/2377 [============================>.] - ETA: 6s - loss: 1090.8640 - logits_profile_predictions_loss: 1078.4524 - logcount_predictions_loss: 0.2722 2358/2377 [============================>.] - ETA: 5s - loss: 1090.8631 - logits_profile_predictions_loss: 1078.4516 - logcount_predictions_loss: 0.2722 2359/2377 [============================>.] - ETA: 5s - loss: 1090.8622 - logits_profile_predictions_loss: 1078.4507 - logcount_predictions_loss: 0.2722 2360/2377 [============================>.] - ETA: 5s - loss: 1090.8613 - logits_profile_predictions_loss: 1078.4499 - logcount_predictions_loss: 0.2722 2361/2377 [============================>.] - ETA: 4s - loss: 1090.8604 - logits_profile_predictions_loss: 1078.4491 - logcount_predictions_loss: 0.2722 2362/2377 [============================>.] - ETA: 4s - loss: 1090.8596 - logits_profile_predictions_loss: 1078.4483 - logcount_predictions_loss: 0.2722 2363/2377 [============================>.] - ETA: 4s - loss: 1090.8587 - logits_profile_predictions_loss: 1078.4475 - logcount_predictions_loss: 0.2722 2364/2377 [============================>.] - ETA: 3s - loss: 1090.8579 - logits_profile_predictions_loss: 1078.4467 - logcount_predictions_loss: 0.2722 2365/2377 [============================>.] - ETA: 3s - loss: 1090.8570 - logits_profile_predictions_loss: 1078.4459 - logcount_predictions_loss: 0.2722 2366/2377 [============================>.] - ETA: 3s - loss: 1090.8561 - logits_profile_predictions_loss: 1078.4451 - logcount_predictions_loss: 0.2722 2367/2377 [============================>.] - ETA: 3s - loss: 1090.8553 - logits_profile_predictions_loss: 1078.4443 - logcount_predictions_loss: 0.2722 2368/2377 [============================>.] - ETA: 2s - loss: 1090.8544 - logits_profile_predictions_loss: 1078.4435 - logcount_predictions_loss: 0.2722 2369/2377 [============================>.] - ETA: 2s - loss: 1090.8535 - logits_profile_predictions_loss: 1078.4427 - logcount_predictions_loss: 0.2722 2370/2377 [============================>.] - ETA: 2s - loss: 1090.8526 - logits_profile_predictions_loss: 1078.4419 - logcount_predictions_loss: 0.2722 2371/2377 [============================>.] - ETA: 1s - loss: 1090.8517 - logits_profile_predictions_loss: 1078.4411 - logcount_predictions_loss: 0.2722 2372/2377 [============================>.] - ETA: 1s - loss: 1090.8508 - logits_profile_predictions_loss: 1078.4402 - logcount_predictions_loss: 0.2722 2373/2377 [============================>.] - ETA: 1s - loss: 1090.8499 - logits_profile_predictions_loss: 1078.4394 - logcount_predictions_loss: 0.2722 2374/2377 [============================>.] - ETA: 0s - loss: 1090.8490 - logits_profile_predictions_loss: 1078.4386 - logcount_predictions_loss: 0.2722 2375/2377 [============================>.] - ETA: 0s - loss: 1090.8481 - logits_profile_predictions_loss: 1078.4378 - logcount_predictions_loss: 0.2722 2376/2377 [============================>.] - ETA: 0s - loss: 1090.8472 - logits_profile_predictions_loss: 1078.4370 - logcount_predictions_loss: 0.2722 2377/2377 [==============================] - ETA: 0s - loss: 1090.8463 - logits_profile_predictions_loss: 1078.4362 - logcount_predictions_loss: 0.2722 2377/2377 [==============================] - 763s 321ms/step - loss: 1090.8455 - logits_profile_predictions_loss: 1078.4354 - logcount_predictions_loss: 0.2721 - val_loss: 1276.4637 - val_logits_profile_predictions_loss: 1263.7244 - val_logcount_predictions_loss: 0.2794 Epoch 00013: val_loss did not improve from 1261.24219 Epoch 14/50 1/2377 [..............................] - ETA: 12:26 - loss: 1074.9167 - logits_profile_predictions_loss: 1065.6908 - logcount_predictions_loss: 0.2023 2/2377 [..............................] - ETA: 11:59 - loss: 1058.4833 - logits_profile_predictions_loss: 1049.0372 - logcount_predictions_loss: 0.2072 3/2377 [..............................] - ETA: 11:59 - loss: 1056.6578 - logits_profile_predictions_loss: 1047.3390 - logcount_predictions_loss: 0.2044 4/2377 [..............................] - ETA: 12:00 - loss: 1061.1378 - logits_profile_predictions_loss: 1051.9526 - logcount_predictions_loss: 0.2014 5/2377 [..............................] - ETA: 12:00 - loss: 1064.5666 - logits_profile_predictions_loss: 1055.3191 - logcount_predictions_loss: 0.2028 6/2377 [..............................] - ETA: 11:59 - loss: 1067.2033 - logits_profile_predictions_loss: 1057.8733 - logcount_predictions_loss: 0.2046 7/2377 [..............................] - ETA: 11:59 - loss: 1067.4512 - logits_profile_predictions_loss: 1058.0394 - logcount_predictions_loss: 0.2064 8/2377 [..............................] - ETA: 11:59 - loss: 1072.4029 - logits_profile_predictions_loss: 1062.9234 - logcount_predictions_loss: 0.2079 9/2377 [..............................] - ETA: 11:59 - loss: 1074.1947 - logits_profile_predictions_loss: 1064.6510 - logcount_predictions_loss: 0.2093 10/2377 [..............................] - ETA: 11:59 - loss: 1075.1578 - logits_profile_predictions_loss: 1065.5445 - logcount_predictions_loss: 0.2108 11/2377 [..............................] - ETA: 11:58 - loss: 1075.9961 - logits_profile_predictions_loss: 1066.3267 - logcount_predictions_loss: 0.2120 12/2377 [..............................] - ETA: 11:58 - loss: 1077.5946 - logits_profile_predictions_loss: 1067.8563 - logcount_predictions_loss: 0.2136 13/2377 [..............................] - ETA: 11:58 - loss: 1078.1910 - logits_profile_predictions_loss: 1068.3923 - logcount_predictions_loss: 0.2149 14/2377 [..............................] - ETA: 11:58 - loss: 1078.6873 - logits_profile_predictions_loss: 1068.8238 - logcount_predictions_loss: 0.2163 15/2377 [..............................] - ETA: 11:57 - loss: 1079.5191 - logits_profile_predictions_loss: 1069.5978 - logcount_predictions_loss: 0.2176 16/2377 [..............................] - ETA: 11:57 - loss: 1079.8118 - logits_profile_predictions_loss: 1069.8451 - logcount_predictions_loss: 0.2186 17/2377 [..............................] - ETA: 11:57 - loss: 1080.1621 - logits_profile_predictions_loss: 1070.1529 - logcount_predictions_loss: 0.2195 18/2377 [..............................] - ETA: 11:57 - loss: 1080.2091 - logits_profile_predictions_loss: 1070.1612 - logcount_predictions_loss: 0.2203 19/2377 [..............................] - ETA: 11:56 - loss: 1080.5171 - logits_profile_predictions_loss: 1070.4292 - logcount_predictions_loss: 0.2212 20/2377 [..............................] - ETA: 11:56 - loss: 1080.3674 - logits_profile_predictions_loss: 1070.2274 - logcount_predictions_loss: 0.2224 21/2377 [..............................] - ETA: 11:56 - loss: 1080.5877 - logits_profile_predictions_loss: 1070.4067 - logcount_predictions_loss: 0.2233 22/2377 [..............................] - ETA: 11:55 - loss: 1080.6832 - logits_profile_predictions_loss: 1070.4629 - logcount_predictions_loss: 0.2241 23/2377 [..............................] - ETA: 11:55 - loss: 1080.7275 - logits_profile_predictions_loss: 1070.4635 - logcount_predictions_loss: 0.2251 24/2377 [..............................] - ETA: 11:55 - loss: 1080.5800 - logits_profile_predictions_loss: 1070.2842 - logcount_predictions_loss: 0.2258 25/2377 [..............................] - ETA: 11:55 - loss: 1080.5288 - logits_profile_predictions_loss: 1070.1987 - logcount_predictions_loss: 0.2265 26/2377 [..............................] - ETA: 11:54 - loss: 1080.6908 - logits_profile_predictions_loss: 1070.3251 - logcount_predictions_loss: 0.2273 27/2377 [..............................] - ETA: 11:54 - loss: 1080.6418 - logits_profile_predictions_loss: 1070.2437 - logcount_predictions_loss: 0.2280 28/2377 [..............................] - ETA: 11:54 - loss: 1080.5448 - logits_profile_predictions_loss: 1070.0992 - logcount_predictions_loss: 0.2291 29/2377 [..............................] - ETA: 11:53 - loss: 1080.3838 - logits_profile_predictions_loss: 1069.8921 - logcount_predictions_loss: 0.2301 30/2377 [..............................] - ETA: 11:53 - loss: 1080.1597 - logits_profile_predictions_loss: 1069.6257 - logcount_predictions_loss: 0.2310 31/2377 [..............................] - ETA: 11:53 - loss: 1079.8850 - logits_profile_predictions_loss: 1069.3154 - logcount_predictions_loss: 0.2318 32/2377 [..............................] - ETA: 11:53 - loss: 1079.6320 - logits_profile_predictions_loss: 1069.0228 - logcount_predictions_loss: 0.2327 33/2377 [..............................] - ETA: 11:52 - loss: 1079.4159 - logits_profile_predictions_loss: 1068.7688 - logcount_predictions_loss: 0.2335 34/2377 [..............................] - ETA: 11:52 - loss: 1079.0905 - logits_profile_predictions_loss: 1068.4070 - logcount_predictions_loss: 0.2343 35/2377 [..............................] - ETA: 11:52 - loss: 1078.7135 - logits_profile_predictions_loss: 1067.9984 - logcount_predictions_loss: 0.2350 36/2377 [..............................] - ETA: 11:51 - loss: 1078.4187 - logits_profile_predictions_loss: 1067.6733 - logcount_predictions_loss: 0.2356 37/2377 [..............................] - ETA: 11:51 - loss: 1078.1964 - logits_profile_predictions_loss: 1067.4254 - logcount_predictions_loss: 0.2362 38/2377 [..............................] - ETA: 11:51 - loss: 1077.9986 - logits_profile_predictions_loss: 1067.2053 - logcount_predictions_loss: 0.2367 39/2377 [..............................] - ETA: 11:50 - loss: 1077.7391 - logits_profile_predictions_loss: 1066.9247 - logcount_predictions_loss: 0.2372 40/2377 [..............................] - ETA: 11:50 - loss: 1077.5342 - logits_profile_predictions_loss: 1066.6974 - logcount_predictions_loss: 0.2376 41/2377 [..............................] - ETA: 11:50 - loss: 1077.3807 - logits_profile_predictions_loss: 1066.5233 - logcount_predictions_loss: 0.2381 42/2377 [..............................] - ETA: 11:50 - loss: 1077.2189 - logits_profile_predictions_loss: 1066.3430 - logcount_predictions_loss: 0.2385 43/2377 [..............................] - ETA: 11:49 - loss: 1077.1103 - logits_profile_predictions_loss: 1066.2165 - logcount_predictions_loss: 0.2389 44/2377 [..............................] - ETA: 11:49 - loss: 1077.0132 - logits_profile_predictions_loss: 1066.1040 - logcount_predictions_loss: 0.2392 45/2377 [..............................] - ETA: 11:49 - loss: 1076.9341 - logits_profile_predictions_loss: 1066.0112 - logcount_predictions_loss: 0.2395 46/2377 [..............................] - ETA: 11:48 - loss: 1076.8450 - logits_profile_predictions_loss: 1065.9098 - logcount_predictions_loss: 0.2398 47/2377 [..............................] - ETA: 11:48 - loss: 1076.7354 - logits_profile_predictions_loss: 1065.7876 - logcount_predictions_loss: 0.2401 48/2377 [..............................] - ETA: 11:48 - loss: 1076.6241 - logits_profile_predictions_loss: 1065.6635 - logcount_predictions_loss: 0.2404 49/2377 [..............................] - ETA: 11:48 - loss: 1076.5359 - logits_profile_predictions_loss: 1065.5651 - logcount_predictions_loss: 0.2406 50/2377 [..............................] - ETA: 11:47 - loss: 1076.3712 - logits_profile_predictions_loss: 1065.3900 - logcount_predictions_loss: 0.2408 51/2377 [..............................] - ETA: 11:47 - loss: 1076.1698 - logits_profile_predictions_loss: 1065.1766 - logcount_predictions_loss: 0.2411 52/2377 [..............................] - ETA: 11:47 - loss: 1075.9873 - logits_profile_predictions_loss: 1064.9831 - logcount_predictions_loss: 0.2413 53/2377 [..............................] - ETA: 11:46 - loss: 1075.8426 - logits_profile_predictions_loss: 1064.8273 - logcount_predictions_loss: 0.2416 54/2377 [..............................] - ETA: 11:46 - loss: 1075.6614 - logits_profile_predictions_loss: 1064.6338 - logcount_predictions_loss: 0.2418 55/2377 [..............................] - ETA: 11:46 - loss: 1075.4498 - logits_profile_predictions_loss: 1064.4090 - logcount_predictions_loss: 0.2421 56/2377 [..............................] - ETA: 11:46 - loss: 1075.2875 - logits_profile_predictions_loss: 1064.2335 - logcount_predictions_loss: 0.2424 57/2377 [..............................] - ETA: 11:45 - loss: 1075.1229 - logits_profile_predictions_loss: 1064.0560 - logcount_predictions_loss: 0.2427 58/2377 [..............................] - ETA: 11:45 - loss: 1074.9390 - logits_profile_predictions_loss: 1063.8610 - logcount_predictions_loss: 0.2429 59/2377 [..............................] - ETA: 11:45 - loss: 1074.7685 - logits_profile_predictions_loss: 1063.6796 - logcount_predictions_loss: 0.2432 60/2377 [..............................] - ETA: 11:44 - loss: 1074.6134 - logits_profile_predictions_loss: 1063.5140 - logcount_predictions_loss: 0.2434 61/2377 [..............................] - ETA: 11:44 - loss: 1074.4572 - logits_profile_predictions_loss: 1063.3485 - logcount_predictions_loss: 0.2436 62/2377 [..............................] - ETA: 11:44 - loss: 1074.3122 - logits_profile_predictions_loss: 1063.1951 - logcount_predictions_loss: 0.2438 63/2377 [..............................] - ETA: 11:43 - loss: 1074.2262 - logits_profile_predictions_loss: 1063.1019 - logcount_predictions_loss: 0.2440 64/2377 [..............................] - ETA: 11:43 - loss: 1074.1848 - logits_profile_predictions_loss: 1063.0538 - logcount_predictions_loss: 0.2441 65/2377 [..............................] - ETA: 11:43 - loss: 1074.1779 - logits_profile_predictions_loss: 1063.0411 - logcount_predictions_loss: 0.2442 66/2377 [..............................] - ETA: 11:43 - loss: 1074.1480 - logits_profile_predictions_loss: 1063.0060 - logcount_predictions_loss: 0.2443 67/2377 [..............................] - ETA: 11:42 - loss: 1074.1185 - logits_profile_predictions_loss: 1062.9711 - logcount_predictions_loss: 0.2445 68/2377 [..............................] - ETA: 11:42 - loss: 1074.0986 - logits_profile_predictions_loss: 1062.9466 - logcount_predictions_loss: 0.2446 69/2377 [..............................] - ETA: 11:42 - loss: 1074.0940 - logits_profile_predictions_loss: 1062.9388 - logcount_predictions_loss: 0.2446 70/2377 [..............................] - ETA: 11:41 - loss: 1074.0941 - logits_profile_predictions_loss: 1062.9361 - logcount_predictions_loss: 0.2447 71/2377 [..............................] - ETA: 11:41 - loss: 1074.0975 - logits_profile_predictions_loss: 1062.9371 - logcount_predictions_loss: 0.2447 72/2377 [..............................] - ETA: 11:41 - loss: 1074.1777 - logits_profile_predictions_loss: 1063.0142 - logcount_predictions_loss: 0.2448 73/2377 [..............................] - ETA: 11:40 - loss: 1074.2524 - logits_profile_predictions_loss: 1063.0862 - logcount_predictions_loss: 0.2449 74/2377 [..............................] - ETA: 11:40 - loss: 1074.3254 - logits_profile_predictions_loss: 1063.1558 - logcount_predictions_loss: 0.2449 75/2377 [..............................] - ETA: 11:40 - loss: 1074.4127 - logits_profile_predictions_loss: 1063.2404 - logcount_predictions_loss: 0.2450 76/2377 [..............................] - ETA: 11:40 - loss: 1074.5196 - logits_profile_predictions_loss: 1063.3444 - logcount_predictions_loss: 0.2451 77/2377 [..............................] - ETA: 11:39 - loss: 1074.6253 - logits_profile_predictions_loss: 1063.4471 - logcount_predictions_loss: 0.2451 78/2377 [..............................] - ETA: 11:39 - loss: 1074.7366 - logits_profile_predictions_loss: 1063.5550 - logcount_predictions_loss: 0.2452 79/2377 [..............................] - ETA: 11:39 - loss: 1074.8472 - logits_profile_predictions_loss: 1063.6618 - logcount_predictions_loss: 0.2453 80/2377 [>.............................] - ETA: 11:38 - loss: 1074.9385 - logits_profile_predictions_loss: 1063.7491 - logcount_predictions_loss: 0.2454 81/2377 [>.............................] - ETA: 11:38 - loss: 1075.0555 - logits_profile_predictions_loss: 1063.8623 - logcount_predictions_loss: 0.2455 82/2377 [>.............................] - ETA: 11:38 - loss: 1075.1854 - logits_profile_predictions_loss: 1063.9887 - logcount_predictions_loss: 0.2455 83/2377 [>.............................] - ETA: 11:38 - loss: 1075.3065 - logits_profile_predictions_loss: 1064.1066 - logcount_predictions_loss: 0.2456 84/2377 [>.............................] - ETA: 11:37 - loss: 1075.4149 - logits_profile_predictions_loss: 1064.2118 - logcount_predictions_loss: 0.2457 85/2377 [>.............................] - ETA: 11:37 - loss: 1075.5153 - logits_profile_predictions_loss: 1064.3091 - logcount_predictions_loss: 0.2458 86/2377 [>.............................] - ETA: 11:37 - loss: 1075.6193 - 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loss: 1077.4450 - logits_profile_predictions_loss: 1066.1370 - logcount_predictions_loss: 0.2480 2366/2377 [============================>.] - ETA: 3s - loss: 1077.4440 - logits_profile_predictions_loss: 1066.1361 - logcount_predictions_loss: 0.2480 2367/2377 [============================>.] - ETA: 3s - loss: 1077.4430 - logits_profile_predictions_loss: 1066.1352 - logcount_predictions_loss: 0.2480 2368/2377 [============================>.] - ETA: 2s - loss: 1077.4420 - logits_profile_predictions_loss: 1066.1342 - logcount_predictions_loss: 0.2480 2369/2377 [============================>.] - ETA: 2s - loss: 1077.4411 - logits_profile_predictions_loss: 1066.1333 - logcount_predictions_loss: 0.2480 2370/2377 [============================>.] - ETA: 2s - loss: 1077.4401 - logits_profile_predictions_loss: 1066.1324 - logcount_predictions_loss: 0.2480 2371/2377 [============================>.] - ETA: 1s - loss: 1077.4391 - logits_profile_predictions_loss: 1066.1314 - logcount_predictions_loss: 0.2480 2372/2377 [============================>.] - ETA: 1s - loss: 1077.4381 - logits_profile_predictions_loss: 1066.1305 - logcount_predictions_loss: 0.2480 2373/2377 [============================>.] - ETA: 1s - loss: 1077.4371 - logits_profile_predictions_loss: 1066.1296 - logcount_predictions_loss: 0.2479 2374/2377 [============================>.] - ETA: 0s - loss: 1077.4361 - logits_profile_predictions_loss: 1066.1287 - logcount_predictions_loss: 0.2479 2375/2377 [============================>.] - ETA: 0s - loss: 1077.4352 - logits_profile_predictions_loss: 1066.1277 - logcount_predictions_loss: 0.2479 2376/2377 [============================>.] - ETA: 0s - loss: 1077.4342 - logits_profile_predictions_loss: 1066.1268 - logcount_predictions_loss: 0.2479 2377/2377 [==============================] - ETA: 0s - loss: 1077.4332 - logits_profile_predictions_loss: 1066.1259 - logcount_predictions_loss: 0.2479 2377/2377 [==============================] - 764s 321ms/step - loss: 1077.4322 - logits_profile_predictions_loss: 1066.1249 - logcount_predictions_loss: 0.2479 - val_loss: 1273.0233 - val_logits_profile_predictions_loss: 1260.9189 - val_logcount_predictions_loss: 0.2655 Epoch 00014: val_loss did not improve from 1261.24219 Epoch 15/50 1/2377 [..............................] - ETA: 12:29 - loss: 1043.4215 - logits_profile_predictions_loss: 1034.7521 - logcount_predictions_loss: 0.1901 2/2377 [..............................] - ETA: 12:00 - loss: 1066.4118 - logits_profile_predictions_loss: 1057.8090 - logcount_predictions_loss: 0.1887 3/2377 [..............................] - ETA: 12:00 - loss: 1069.8045 - logits_profile_predictions_loss: 1060.6276 - logcount_predictions_loss: 0.2012 4/2377 [..............................] - ETA: 12:01 - loss: 1071.7386 - logits_profile_predictions_loss: 1062.3054 - logcount_predictions_loss: 0.2069 5/2377 [..............................] - ETA: 12:00 - loss: 1073.5124 - logits_profile_predictions_loss: 1063.9603 - logcount_predictions_loss: 0.2095 6/2377 [..............................] - ETA: 12:00 - loss: 1077.5741 - logits_profile_predictions_loss: 1067.7802 - logcount_predictions_loss: 0.2148 7/2377 [..............................] - ETA: 12:00 - loss: 1079.9026 - logits_profile_predictions_loss: 1069.9374 - logcount_predictions_loss: 0.2185 8/2377 [..............................] - ETA: 11:59 - loss: 1082.5911 - logits_profile_predictions_loss: 1072.5826 - logcount_predictions_loss: 0.2195 9/2377 [..............................] - ETA: 11:59 - loss: 1083.1145 - logits_profile_predictions_loss: 1073.0815 - logcount_predictions_loss: 0.2200 10/2377 [..............................] - ETA: 11:59 - loss: 1082.0027 - logits_profile_predictions_loss: 1071.9992 - logcount_predictions_loss: 0.2194 11/2377 [..............................] - ETA: 11:59 - loss: 1082.0816 - logits_profile_predictions_loss: 1072.0834 - logcount_predictions_loss: 0.2193 12/2377 [..............................] - ETA: 11:58 - loss: 1082.8197 - logits_profile_predictions_loss: 1072.8143 - logcount_predictions_loss: 0.2194 13/2377 [..............................] - ETA: 11:58 - loss: 1083.2312 - logits_profile_predictions_loss: 1073.2261 - logcount_predictions_loss: 0.2194 14/2377 [..............................] - ETA: 11:58 - loss: 1083.8246 - logits_profile_predictions_loss: 1073.8327 - logcount_predictions_loss: 0.2191 15/2377 [..............................] - ETA: 11:57 - loss: 1084.1104 - logits_profile_predictions_loss: 1074.1278 - logcount_predictions_loss: 0.2189 16/2377 [..............................] - ETA: 11:57 - loss: 1083.8047 - logits_profile_predictions_loss: 1073.8186 - logcount_predictions_loss: 0.2190 17/2377 [..............................] - ETA: 11:57 - loss: 1083.2920 - logits_profile_predictions_loss: 1073.3034 - logcount_predictions_loss: 0.2190 18/2377 [..............................] - ETA: 11:57 - loss: 1083.1166 - logits_profile_predictions_loss: 1073.1268 - logcount_predictions_loss: 0.2191 19/2377 [..............................] - ETA: 11:56 - loss: 1083.0928 - logits_profile_predictions_loss: 1073.1123 - logcount_predictions_loss: 0.2189 20/2377 [..............................] - ETA: 11:56 - loss: 1082.9015 - logits_profile_predictions_loss: 1072.9174 - logcount_predictions_loss: 0.2189 21/2377 [..............................] - ETA: 11:56 - loss: 1082.5346 - logits_profile_predictions_loss: 1072.5485 - logcount_predictions_loss: 0.2190 22/2377 [..............................] - ETA: 11:55 - loss: 1082.3402 - logits_profile_predictions_loss: 1072.3515 - logcount_predictions_loss: 0.2191 23/2377 [..............................] - ETA: 11:55 - loss: 1081.8519 - logits_profile_predictions_loss: 1071.8650 - logcount_predictions_loss: 0.2190 24/2377 [..............................] - ETA: 11:55 - loss: 1081.7076 - logits_profile_predictions_loss: 1071.7169 - logcount_predictions_loss: 0.2191 25/2377 [..............................] - ETA: 11:54 - loss: 1081.7029 - logits_profile_predictions_loss: 1071.7059 - logcount_predictions_loss: 0.2192 26/2377 [..............................] - ETA: 11:54 - loss: 1081.5547 - logits_profile_predictions_loss: 1071.5565 - logcount_predictions_loss: 0.2193 27/2377 [..............................] - ETA: 11:54 - loss: 1081.3841 - logits_profile_predictions_loss: 1071.3764 - logcount_predictions_loss: 0.2195 28/2377 [..............................] - ETA: 11:54 - loss: 1081.2652 - logits_profile_predictions_loss: 1071.2436 - logcount_predictions_loss: 0.2198 29/2377 [..............................] - ETA: 11:53 - loss: 1081.2940 - logits_profile_predictions_loss: 1071.2611 - logcount_predictions_loss: 0.2200 30/2377 [..............................] - ETA: 11:53 - loss: 1081.3308 - logits_profile_predictions_loss: 1071.2865 - logcount_predictions_loss: 0.2203 31/2377 [..............................] - ETA: 11:53 - loss: 1081.4424 - logits_profile_predictions_loss: 1071.3887 - logcount_predictions_loss: 0.2205 32/2377 [..............................] - ETA: 11:52 - loss: 1081.5637 - logits_profile_predictions_loss: 1071.5010 - logcount_predictions_loss: 0.2207 33/2377 [..............................] - ETA: 11:52 - loss: 1081.6925 - logits_profile_predictions_loss: 1071.6239 - logcount_predictions_loss: 0.2208 34/2377 [..............................] - ETA: 11:52 - loss: 1081.8549 - logits_profile_predictions_loss: 1071.7812 - logcount_predictions_loss: 0.2209 35/2377 [..............................] - ETA: 11:52 - loss: 1082.1036 - logits_profile_predictions_loss: 1072.0257 - logcount_predictions_loss: 0.2210 36/2377 [..............................] - ETA: 11:51 - loss: 1082.2071 - logits_profile_predictions_loss: 1072.1224 - logcount_predictions_loss: 0.2212 37/2377 [..............................] - ETA: 11:51 - loss: 1082.3559 - logits_profile_predictions_loss: 1072.2636 - logcount_predictions_loss: 0.2213 38/2377 [..............................] - ETA: 11:51 - loss: 1082.5360 - logits_profile_predictions_loss: 1072.4374 - logcount_predictions_loss: 0.2215 39/2377 [..............................] - ETA: 11:50 - loss: 1082.6534 - logits_profile_predictions_loss: 1072.5467 - logcount_predictions_loss: 0.2216 40/2377 [..............................] - ETA: 11:50 - loss: 1082.8422 - logits_profile_predictions_loss: 1072.7259 - logcount_predictions_loss: 0.2218 41/2377 [..............................] - ETA: 11:50 - loss: 1082.9717 - logits_profile_predictions_loss: 1072.8453 - logcount_predictions_loss: 0.2221 42/2377 [..............................] - ETA: 11:50 - loss: 1083.0103 - logits_profile_predictions_loss: 1072.8731 - logcount_predictions_loss: 0.2223 43/2377 [..............................] - ETA: 11:49 - loss: 1082.9872 - logits_profile_predictions_loss: 1072.8403 - logcount_predictions_loss: 0.2225 44/2377 [..............................] - ETA: 11:49 - loss: 1083.0301 - logits_profile_predictions_loss: 1072.8749 - logcount_predictions_loss: 0.2227 45/2377 [..............................] - ETA: 11:49 - loss: 1083.0422 - logits_profile_predictions_loss: 1072.8796 - logcount_predictions_loss: 0.2229 46/2377 [..............................] - ETA: 11:48 - loss: 1083.0596 - logits_profile_predictions_loss: 1072.8903 - logcount_predictions_loss: 0.2230 47/2377 [..............................] - ETA: 11:48 - loss: 1083.0250 - logits_profile_predictions_loss: 1072.8451 - logcount_predictions_loss: 0.2232 48/2377 [..............................] - ETA: 11:48 - loss: 1082.9312 - logits_profile_predictions_loss: 1072.7415 - logcount_predictions_loss: 0.2235 49/2377 [..............................] - ETA: 11:47 - loss: 1082.8751 - logits_profile_predictions_loss: 1072.6766 - logcount_predictions_loss: 0.2237 50/2377 [..............................] - ETA: 11:47 - loss: 1082.7571 - logits_profile_predictions_loss: 1072.5511 - logcount_predictions_loss: 0.2238 51/2377 [..............................] - ETA: 11:47 - loss: 1082.6511 - logits_profile_predictions_loss: 1072.4378 - logcount_predictions_loss: 0.2240 52/2377 [..............................] - ETA: 11:47 - loss: 1082.5305 - logits_profile_predictions_loss: 1072.3110 - logcount_predictions_loss: 0.2241 53/2377 [..............................] - ETA: 11:46 - loss: 1082.4100 - logits_profile_predictions_loss: 1072.1846 - logcount_predictions_loss: 0.2242 54/2377 [..............................] - ETA: 11:46 - loss: 1082.3086 - logits_profile_predictions_loss: 1072.0775 - logcount_predictions_loss: 0.2244 55/2377 [..............................] - ETA: 11:46 - loss: 1082.2228 - logits_profile_predictions_loss: 1071.9864 - logcount_predictions_loss: 0.2245 56/2377 [..............................] - ETA: 11:45 - loss: 1082.1488 - logits_profile_predictions_loss: 1071.9074 - logcount_predictions_loss: 0.2246 57/2377 [..............................] - ETA: 11:45 - loss: 1082.0583 - logits_profile_predictions_loss: 1071.8126 - logcount_predictions_loss: 0.2247 58/2377 [..............................] - ETA: 11:45 - loss: 1081.9548 - logits_profile_predictions_loss: 1071.7046 - logcount_predictions_loss: 0.2248 59/2377 [..............................] - ETA: 11:45 - loss: 1081.8464 - logits_profile_predictions_loss: 1071.5907 - logcount_predictions_loss: 0.2249 60/2377 [..............................] - ETA: 11:44 - loss: 1081.7014 - logits_profile_predictions_loss: 1071.4401 - logcount_predictions_loss: 0.2250 61/2377 [..............................] - ETA: 11:44 - loss: 1081.5277 - logits_profile_predictions_loss: 1071.2615 - logcount_predictions_loss: 0.2251 62/2377 [..............................] - ETA: 11:44 - loss: 1081.3454 - logits_profile_predictions_loss: 1071.0750 - logcount_predictions_loss: 0.2252 63/2377 [..............................] - ETA: 11:43 - loss: 1081.2133 - logits_profile_predictions_loss: 1070.9395 - logcount_predictions_loss: 0.2253 64/2377 [..............................] - ETA: 11:43 - loss: 1081.0856 - logits_profile_predictions_loss: 1070.8078 - logcount_predictions_loss: 0.2254 65/2377 [..............................] - ETA: 11:43 - loss: 1080.9918 - logits_profile_predictions_loss: 1070.7107 - logcount_predictions_loss: 0.2255 66/2377 [..............................] - ETA: 11:42 - loss: 1080.8700 - logits_profile_predictions_loss: 1070.5856 - logcount_predictions_loss: 0.2255 67/2377 [..............................] - ETA: 11:42 - loss: 1080.7664 - logits_profile_predictions_loss: 1070.4787 - logcount_predictions_loss: 0.2256 68/2377 [..............................] - ETA: 11:42 - loss: 1080.6435 - logits_profile_predictions_loss: 1070.3527 - logcount_predictions_loss: 0.2257 69/2377 [..............................] - ETA: 11:42 - loss: 1080.5261 - logits_profile_predictions_loss: 1070.2329 - logcount_predictions_loss: 0.2257 70/2377 [..............................] - ETA: 11:41 - loss: 1080.3999 - logits_profile_predictions_loss: 1070.1034 - logcount_predictions_loss: 0.2258 71/2377 [..............................] - ETA: 11:41 - loss: 1080.2823 - logits_profile_predictions_loss: 1069.9831 - logcount_predictions_loss: 0.2259 72/2377 [..............................] - ETA: 11:41 - loss: 1080.1680 - logits_profile_predictions_loss: 1069.8649 - logcount_predictions_loss: 0.2259 73/2377 [..............................] - ETA: 11:40 - loss: 1080.0715 - logits_profile_predictions_loss: 1069.7643 - logcount_predictions_loss: 0.2260 74/2377 [..............................] - ETA: 11:40 - loss: 1080.0016 - logits_profile_predictions_loss: 1069.6905 - logcount_predictions_loss: 0.2261 75/2377 [..............................] - ETA: 11:40 - loss: 1079.9440 - logits_profile_predictions_loss: 1069.6296 - logcount_predictions_loss: 0.2262 76/2377 [..............................] - ETA: 11:40 - loss: 1079.9021 - logits_profile_predictions_loss: 1069.5840 - logcount_predictions_loss: 0.2263 77/2377 [..............................] - ETA: 11:39 - loss: 1079.8581 - logits_profile_predictions_loss: 1069.5366 - logcount_predictions_loss: 0.2263 78/2377 [..............................] - ETA: 11:39 - loss: 1079.8146 - logits_profile_predictions_loss: 1069.4897 - logcount_predictions_loss: 0.2264 79/2377 [..............................] - ETA: 11:39 - loss: 1079.7634 - logits_profile_predictions_loss: 1069.4357 - logcount_predictions_loss: 0.2265 80/2377 [>.............................] - ETA: 11:38 - loss: 1079.6949 - logits_profile_predictions_loss: 1069.3641 - logcount_predictions_loss: 0.2266 81/2377 [>.............................] - ETA: 11:38 - loss: 1079.6279 - logits_profile_predictions_loss: 1069.2948 - logcount_predictions_loss: 0.2266 82/2377 [>.............................] - ETA: 11:38 - loss: 1079.5734 - logits_profile_predictions_loss: 1069.2381 - logcount_predictions_loss: 0.2267 83/2377 [>.............................] - ETA: 11:37 - loss: 1079.5159 - logits_profile_predictions_loss: 1069.1784 - logcount_predictions_loss: 0.2267 84/2377 [>.............................] - ETA: 11:37 - loss: 1079.4710 - logits_profile_predictions_loss: 1069.1313 - logcount_predictions_loss: 0.2267 85/2377 [>.............................] - ETA: 11:37 - loss: 1079.4386 - logits_profile_predictions_loss: 1069.0968 - logcount_predictions_loss: 0.2268 86/2377 [>.............................] - ETA: 11:37 - loss: 1079.4046 - logits_profile_predictions_loss: 1069.0607 - logcount_predictions_loss: 0.2268 87/2377 [>.............................] - ETA: 11:36 - loss: 1079.3708 - logits_profile_predictions_loss: 1069.0247 - logcount_predictions_loss: 0.2269 88/2377 [>.............................] - ETA: 11:36 - loss: 1079.3166 - logits_profile_predictions_loss: 1068.9684 - logcount_predictions_loss: 0.2269 89/2377 [>.............................] - ETA: 11:36 - loss: 1079.2800 - logits_profile_predictions_loss: 1068.9301 - logcount_predictions_loss: 0.2270 90/2377 [>.............................] - ETA: 11:35 - loss: 1079.2396 - logits_profile_predictions_loss: 1068.8880 - logcount_predictions_loss: 0.2270 91/2377 [>.............................] - ETA: 11:35 - loss: 1079.1995 - logits_profile_predictions_loss: 1068.8454 - logcount_predictions_loss: 0.2271 92/2377 [>.............................] - ETA: 11:35 - loss: 1079.1462 - logits_profile_predictions_loss: 1068.7896 - logcount_predictions_loss: 0.2271 93/2377 [>.............................] - ETA: 11:35 - loss: 1079.0885 - logits_profile_predictions_loss: 1068.7293 - logcount_predictions_loss: 0.2272 94/2377 [>.............................] - ETA: 11:34 - loss: 1079.0367 - logits_profile_predictions_loss: 1068.6749 - logcount_predictions_loss: 0.2272 95/2377 [>.............................] - ETA: 11:34 - loss: 1078.9731 - logits_profile_predictions_loss: 1068.6083 - logcount_predictions_loss: 0.2273 96/2377 [>.............................] - ETA: 11:34 - loss: 1078.9224 - logits_profile_predictions_loss: 1068.5547 - logcount_predictions_loss: 0.2274 97/2377 [>.............................] - ETA: 11:33 - loss: 1078.8718 - logits_profile_predictions_loss: 1068.5013 - logcount_predictions_loss: 0.2274 98/2377 [>.............................] - ETA: 11:33 - loss: 1078.8203 - logits_profile_predictions_loss: 1068.4472 - logcount_predictions_loss: 0.2275 99/2377 [>.............................] - ETA: 11:33 - loss: 1078.7885 - logits_profile_predictions_loss: 1068.4129 - logcount_predictions_loss: 0.2275 100/2377 [>.............................] - ETA: 11:32 - loss: 1078.7593 - logits_profile_predictions_loss: 1068.3817 - logcount_predictions_loss: 0.2276 101/2377 [>.............................] - ETA: 11:32 - loss: 1078.7254 - logits_profile_predictions_loss: 1068.3452 - logcount_predictions_loss: 0.2276 102/2377 [>.............................] - ETA: 11:32 - loss: 1078.7182 - logits_profile_predictions_loss: 1068.3356 - logcount_predictions_loss: 0.2277 103/2377 [>.............................] - ETA: 11:32 - loss: 1078.7004 - logits_profile_predictions_loss: 1068.3154 - logcount_predictions_loss: 0.2277 104/2377 [>.............................] - ETA: 11:31 - loss: 1078.6886 - logits_profile_predictions_loss: 1068.3014 - logcount_predictions_loss: 0.2278 105/2377 [>.............................] - ETA: 11:31 - loss: 1078.6691 - logits_profile_predictions_loss: 1068.2797 - logcount_predictions_loss: 0.2278 106/2377 [>.............................] - ETA: 11:31 - loss: 1078.6573 - logits_profile_predictions_loss: 1068.2659 - logcount_predictions_loss: 0.2279 107/2377 [>.............................] - ETA: 11:30 - loss: 1078.6454 - logits_profile_predictions_loss: 1068.2523 - logcount_predictions_loss: 0.2279 108/2377 [>.............................] - ETA: 11:30 - loss: 1078.6311 - logits_profile_predictions_loss: 1068.2365 - logcount_predictions_loss: 0.2279 109/2377 [>.............................] - ETA: 11:30 - loss: 1078.6225 - logits_profile_predictions_loss: 1068.2267 - 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logcount_predictions_loss: 0.2340 2376/2377 [============================>.] - ETA: 0s - loss: 1068.3549 - logits_profile_predictions_loss: 1057.6856 - logcount_predictions_loss: 0.2340 2377/2377 [==============================] - ETA: 0s - loss: 1068.3544 - logits_profile_predictions_loss: 1057.6850 - logcount_predictions_loss: 0.2340 2377/2377 [==============================] - 763s 321ms/step - loss: 1068.3538 - logits_profile_predictions_loss: 1057.6845 - logcount_predictions_loss: 0.2340 - val_loss: 1275.5557 - val_logits_profile_predictions_loss: 1263.6260 - val_logcount_predictions_loss: 0.2616 Epoch 00015: val_loss did not improve from 1261.24219 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2022-10-15_19-19-05: 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//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41657, 10) loading nonpeaks... got split:test for bed regions:(40401, 10) 0/321 100/321 200/321 300/321 2022-10-15_19-28-04: 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//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41657, 10) loading nonpeaks... got split:test for bed regions:(40401, 10) 0/321 100/321 200/321 300/321 2022-10-15_19-34-32: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR818JGZ//preprocessing/bigWigs/ENCSR818JGZ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41657, 10) loading nonpeaks... got split:test for bed regions:(40401, 10) 0/321 100/321 200/321 300/321 2022-10-15_19-38-00: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-15_19-38-00: 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/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//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: 12:27 3/36 [=>............................] - ETA: 15s  4/36 [==>...........................] - ETA: 20s 5/36 [===>..........................] - ETA: 21s 6/36 [====>.........................] - ETA: 22s 7/36 [====>.........................] - ETA: 22s 8/36 [=====>........................] - ETA: 22s 9/36 [======>.......................] - ETA: 22s 10/36 [=======>......................] - ETA: 21s 11/36 [========>.....................] - ETA: 21s 12/36 [=========>....................] - ETA: 20s 13/36 [=========>....................] - ETA: 19s 14/36 [==========>...................] - ETA: 19s 15/36 [===========>..................] - ETA: 18s 16/36 [============>.................] - ETA: 17s 17/36 [=============>................] - ETA: 16s 18/36 [==============>...............] - ETA: 15s 19/36 [==============>...............] - ETA: 15s 20/36 [===============>..............] - ETA: 14s 21/36 [================>.............] - ETA: 13s 22/36 [=================>............] - ETA: 12s 23/36 [==================>...........] - ETA: 11s 24/36 [===================>..........] - ETA: 10s 25/36 [===================>..........] - ETA: 9s  26/36 [====================>.........] - ETA: 9s 27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 76s 2s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 31s 3/36 [=>............................] - ETA: 30s 4/36 [==>...........................] - ETA: 30s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 18s 17/36 [=============>................] - ETA: 17s 18/36 [==============>...............] - ETA: 16s 19/36 [==============>...............] - ETA: 15s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 944ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 32s 3/36 [=>............................] - ETA: 31s 4/36 [==>...........................] - ETA: 30s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 18s 17/36 [=============>................] - ETA: 17s 18/36 [==============>...............] - ETA: 16s 19/36 [==============>...............] - ETA: 16s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 948ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 32s 3/36 [=>............................] - ETA: 31s 4/36 [==>...........................] - ETA: 30s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 18s 17/36 [=============>................] - ETA: 17s 18/36 [==============>...............] - ETA: 17s 19/36 [==============>...............] - ETA: 16s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 949ms/step Saving marginal footprints 2022-10-15_19-41-16: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-15_19-41-17: 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/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR818JGZ//chrombppnet_model_encsr880cub_bias_fold_1//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: 12:18 3/36 [=>............................] - ETA: 1s  4/36 [==>...........................] - ETA: 1s 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: 1s 12/36 [=========>....................] - ETA: 1s 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 [==============================] - 37s 458ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 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 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[===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 86ms/step Saving marginal footprints