2022-03-23_17-53-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB_bias_0.9.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 157322 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157322 Number of peaks input: 42678 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42678 Number of non peaks input: 157321 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 157321 Number of non peaks input: 42678 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 42678 Number of peaks after removing outliers: 155590 Number of nonpeaks after removing outliers: 139703 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 1/4366 [..............................] - ETA: 10:32:39 7/4366 [..............................] - ETA: 40s  13/4366 [..............................] - ETA: 41s 19/4366 [..............................] - ETA: 41s 25/4366 [..............................] - ETA: 41s 31/4366 [..............................] - ETA: 41s 37/4366 [..............................] - ETA: 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[============>.................] - ETA: 23s 1920/4366 [============>.................] - ETA: 23s 1926/4366 [============>.................] - ETA: 23s 1932/4366 [============>.................] - ETA: 23s 1938/4366 [============>.................] - ETA: 23s 1944/4366 [============>.................] - ETA: 23s 1950/4366 [============>.................] - ETA: 23s 1956/4366 [============>.................] - ETA: 23s 1962/4366 [============>.................] - ETA: 23s 1968/4366 [============>.................] - ETA: 23s 1974/4366 [============>.................] - ETA: 22s 1980/4366 [============>.................] - ETA: 22s 1986/4366 [============>.................] - ETA: 22s 1992/4366 [============>.................] - ETA: 22s 1998/4366 [============>.................] - ETA: 22s 2004/4366 [============>.................] - ETA: 22s 2010/4366 [============>.................] - ETA: 22s 2016/4366 [============>.................] - ETA: 22s 2022/4366 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[============================>.] - ETA: 0s 4326/4366 [============================>.] - ETA: 0s 4332/4366 [============================>.] - ETA: 0s 4338/4366 [============================>.] - ETA: 0s 4344/4366 [============================>.] - ETA: 0s 4350/4366 [============================>.] - ETA: 0s 4356/4366 [============================>.] - ETA: 0s 4362/4366 [============================>.] - ETA: 0s 4366/4366 [==============================] - ETA: 0s 4366/4366 [==============================] - 51s 10ms/step 2022-03-23_18-07-00: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '17.3', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(140779, 10) loading nonpeaks... got split:train for bed regions:(126024, 10) loading peaks... got split:valid for bed regions:(14811, 10) loading nonpeaks... got split:valid for bed regions:(13679, 10) Epoch 1/50 1/2420 [..............................] - ETA: 6:31:17 - loss: 702.1266 - logits_profile_predictions_loss: 669.4351 - logcount_predictions_loss: 1.8897 2/2420 [..............................] - ETA: 22:54 - loss: 743.9894 - logits_profile_predictions_loss: 680.6325 - logcount_predictions_loss: 3.6623  3/2420 [..............................] - ETA: 22:49 - loss: 737.1556 - logits_profile_predictions_loss: 670.9865 - logcount_predictions_loss: 3.8248 4/2420 [..............................] - ETA: 22:48 - loss: 726.7741 - logits_profile_predictions_loss: 662.0038 - logcount_predictions_loss: 3.7439 5/2420 [..............................] - ETA: 22:46 - loss: 723.3868 - logits_profile_predictions_loss: 660.1807 - logcount_predictions_loss: 3.6535 6/2420 [..............................] - ETA: 22:44 - loss: 720.1119 - logits_profile_predictions_loss: 658.5405 - logcount_predictions_loss: 3.5590 7/2420 [..............................] - ETA: 22:44 - loss: 718.9280 - logits_profile_predictions_loss: 658.8405 - logcount_predictions_loss: 3.4733 8/2420 [..............................] - ETA: 22:43 - loss: 720.7150 - logits_profile_predictions_loss: 661.8246 - logcount_predictions_loss: 3.4041 9/2420 [..............................] - ETA: 22:43 - loss: 722.6740 - logits_profile_predictions_loss: 664.8341 - logcount_predictions_loss: 3.3434 10/2420 [..............................] - ETA: 22:42 - loss: 723.4313 - logits_profile_predictions_loss: 666.5784 - logcount_predictions_loss: 3.2863 11/2420 [..............................] - ETA: 22:41 - loss: 723.5476 - logits_profile_predictions_loss: 667.6404 - logcount_predictions_loss: 3.2316 12/2420 [..............................] - ETA: 22:40 - loss: 724.2761 - logits_profile_predictions_loss: 669.1677 - logcount_predictions_loss: 3.1855 13/2420 [..............................] - ETA: 22:40 - loss: 725.7871 - logits_profile_predictions_loss: 671.3386 - logcount_predictions_loss: 3.1473 14/2420 [..............................] - ETA: 22:39 - loss: 726.7577 - logits_profile_predictions_loss: 672.9711 - logcount_predictions_loss: 3.1091 15/2420 [..............................] - ETA: 22:39 - loss: 727.0145 - logits_profile_predictions_loss: 673.8832 - logcount_predictions_loss: 3.0712 16/2420 [..............................] - ETA: 22:38 - loss: 727.7542 - logits_profile_predictions_loss: 675.2028 - logcount_predictions_loss: 3.0377 17/2420 [..............................] - ETA: 22:38 - loss: 727.8141 - logits_profile_predictions_loss: 675.8460 - logcount_predictions_loss: 3.0039 18/2420 [..............................] - ETA: 22:37 - loss: 728.0277 - logits_profile_predictions_loss: 676.5712 - logcount_predictions_loss: 2.9744 19/2420 [..............................] - ETA: 22:37 - loss: 728.3027 - logits_profile_predictions_loss: 677.3093 - logcount_predictions_loss: 2.9476 20/2420 [..............................] - ETA: 22:36 - loss: 728.6835 - logits_profile_predictions_loss: 678.0990 - logcount_predictions_loss: 2.9240 21/2420 [..............................] - ETA: 22:35 - loss: 728.8465 - logits_profile_predictions_loss: 678.6567 - logcount_predictions_loss: 2.9011 22/2420 [..............................] - ETA: 22:35 - loss: 728.9960 - logits_profile_predictions_loss: 679.1862 - logcount_predictions_loss: 2.8792 23/2420 [..............................] - ETA: 22:34 - loss: 729.2564 - logits_profile_predictions_loss: 679.7897 - logcount_predictions_loss: 2.8594 24/2420 [..............................] - ETA: 22:34 - loss: 729.3117 - logits_profile_predictions_loss: 680.1838 - logcount_predictions_loss: 2.8398 25/2420 [..............................] - ETA: 22:33 - loss: 729.4853 - logits_profile_predictions_loss: 680.6654 - logcount_predictions_loss: 2.8220 26/2420 [..............................] - ETA: 22:32 - loss: 729.5354 - logits_profile_predictions_loss: 681.0092 - logcount_predictions_loss: 2.8050 27/2420 [..............................] - ETA: 22:32 - loss: 729.5199 - logits_profile_predictions_loss: 681.2749 - logcount_predictions_loss: 2.7887 28/2420 [..............................] - ETA: 22:31 - loss: 729.3812 - logits_profile_predictions_loss: 681.4109 - logcount_predictions_loss: 2.7729 29/2420 [..............................] - ETA: 22:31 - loss: 729.2928 - logits_profile_predictions_loss: 681.5752 - logcount_predictions_loss: 2.7582 30/2420 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logits_profile_predictions_loss: 669.1818 - logcount_predictions_loss: 2.2441 193/2420 [=>............................] - ETA: 20:58 - loss: 707.9661 - logits_profile_predictions_loss: 669.1544 - logcount_predictions_loss: 2.2434 194/2420 [=>............................] - ETA: 20:57 - loss: 707.9271 - logits_profile_predictions_loss: 669.1264 - logcount_predictions_loss: 2.2428 195/2420 [=>............................] - ETA: 20:57 - loss: 707.8909 - logits_profile_predictions_loss: 669.1009 - logcount_predictions_loss: 2.2422 196/2420 [=>............................] - ETA: 20:56 - loss: 707.8499 - logits_profile_predictions_loss: 669.0709 - logcount_predictions_loss: 2.2416 197/2420 [=>............................] - ETA: 20:55 - loss: 707.8121 - logits_profile_predictions_loss: 669.0436 - logcount_predictions_loss: 2.2409 198/2420 [=>............................] - ETA: 20:55 - loss: 707.7762 - logits_profile_predictions_loss: 669.0181 - logcount_predictions_loss: 2.2403 199/2420 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[===========================>..] - ETA: 50s - loss: 675.2278 - logits_profile_predictions_loss: 645.5267 - logcount_predictions_loss: 1.7168 2332/2420 [===========================>..] - ETA: 49s - loss: 675.2171 - logits_profile_predictions_loss: 645.5206 - logcount_predictions_loss: 1.7166 2333/2420 [===========================>..] - ETA: 49s - loss: 675.2064 - logits_profile_predictions_loss: 645.5145 - logcount_predictions_loss: 1.7163 2334/2420 [===========================>..] - ETA: 48s - loss: 675.1957 - logits_profile_predictions_loss: 645.5083 - logcount_predictions_loss: 1.7160 2335/2420 [===========================>..] - ETA: 48s - loss: 675.1850 - logits_profile_predictions_loss: 645.5022 - logcount_predictions_loss: 1.7158 2336/2420 [===========================>..] - ETA: 47s - loss: 675.1743 - logits_profile_predictions_loss: 645.4960 - logcount_predictions_loss: 1.7155 2337/2420 [===========================>..] - ETA: 46s - loss: 675.1636 - 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[============================>.] - ETA: 43s - loss: 675.0888 - logits_profile_predictions_loss: 645.4470 - logcount_predictions_loss: 1.7134 2345/2420 [============================>.] - ETA: 42s - loss: 675.0781 - logits_profile_predictions_loss: 645.4409 - logcount_predictions_loss: 1.7131 2346/2420 [============================>.] - ETA: 41s - loss: 675.0674 - logits_profile_predictions_loss: 645.4348 - logcount_predictions_loss: 1.7129 2347/2420 [============================>.] - ETA: 41s - loss: 675.0567 - logits_profile_predictions_loss: 645.4286 - logcount_predictions_loss: 1.7126 2348/2420 [============================>.] - ETA: 40s - loss: 675.0461 - logits_profile_predictions_loss: 645.4225 - logcount_predictions_loss: 1.7123 2349/2420 [============================>.] - ETA: 40s - loss: 675.0354 - logits_profile_predictions_loss: 645.4164 - logcount_predictions_loss: 1.7121 2350/2420 [============================>.] - ETA: 39s - loss: 675.0247 - 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[============================>.] - ETA: 28s - loss: 674.8115 - logits_profile_predictions_loss: 645.2877 - logcount_predictions_loss: 1.7066 2371/2420 [============================>.] - ETA: 27s - loss: 674.8009 - logits_profile_predictions_loss: 645.2816 - logcount_predictions_loss: 1.7063 2372/2420 [============================>.] - ETA: 27s - loss: 674.7903 - logits_profile_predictions_loss: 645.2755 - logcount_predictions_loss: 1.7061 2373/2420 [============================>.] - ETA: 26s - loss: 674.7797 - logits_profile_predictions_loss: 645.2694 - logcount_predictions_loss: 1.7058 2374/2420 [============================>.] - ETA: 26s - loss: 674.7691 - logits_profile_predictions_loss: 645.2633 - logcount_predictions_loss: 1.7055 2375/2420 [============================>.] - ETA: 25s - loss: 674.7585 - logits_profile_predictions_loss: 645.2572 - logcount_predictions_loss: 1.7053 2376/2420 [============================>.] - ETA: 24s - loss: 674.7479 - 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[============================>.] - ETA: 20s - loss: 674.6742 - logits_profile_predictions_loss: 645.2089 - logcount_predictions_loss: 1.7032 2384/2420 [============================>.] - ETA: 20s - loss: 674.6637 - logits_profile_predictions_loss: 645.2028 - logcount_predictions_loss: 1.7029 2385/2420 [============================>.] - ETA: 19s - loss: 674.6532 - logits_profile_predictions_loss: 645.1968 - logcount_predictions_loss: 1.7027 2386/2420 [============================>.] - ETA: 19s - loss: 674.6427 - logits_profile_predictions_loss: 645.1908 - logcount_predictions_loss: 1.7024 2387/2420 [============================>.] - ETA: 18s - loss: 674.6322 - logits_profile_predictions_loss: 645.1848 - logcount_predictions_loss: 1.7022 2388/2420 [============================>.] - ETA: 18s - loss: 674.6217 - logits_profile_predictions_loss: 645.1788 - logcount_predictions_loss: 1.7019 2389/2420 [============================>.] - ETA: 17s - loss: 674.6112 - 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[============================>.] - ETA: 13s - loss: 674.5381 - logits_profile_predictions_loss: 645.1310 - logcount_predictions_loss: 1.6998 2397/2420 [============================>.] - ETA: 13s - loss: 674.5276 - logits_profile_predictions_loss: 645.1250 - logcount_predictions_loss: 1.6996 2398/2420 [============================>.] - ETA: 12s - loss: 674.5171 - logits_profile_predictions_loss: 645.1190 - logcount_predictions_loss: 1.6993 2399/2420 [============================>.] - ETA: 11s - loss: 674.5067 - logits_profile_predictions_loss: 645.1130 - logcount_predictions_loss: 1.6991 2400/2420 [============================>.] - ETA: 11s - loss: 674.4962 - logits_profile_predictions_loss: 645.1070 - logcount_predictions_loss: 1.6988 2401/2420 [============================>.] - ETA: 10s - loss: 674.4857 - logits_profile_predictions_loss: 645.1010 - logcount_predictions_loss: 1.6985 2402/2420 [============================>.] - ETA: 10s - loss: 674.4753 - 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[============================>.] - ETA: 6s - loss: 674.4024 - logits_profile_predictions_loss: 645.0534 - logcount_predictions_loss: 1.6965 2410/2420 [============================>.] - ETA: 5s - loss: 674.3920 - logits_profile_predictions_loss: 645.0474 - logcount_predictions_loss: 1.6962 2411/2420 [============================>.] - ETA: 5s - loss: 674.3816 - logits_profile_predictions_loss: 645.0415 - logcount_predictions_loss: 1.6960 2412/2420 [============================>.] - ETA: 4s - loss: 674.3712 - logits_profile_predictions_loss: 645.0355 - logcount_predictions_loss: 1.6957 2413/2420 [============================>.] - ETA: 3s - loss: 674.3609 - logits_profile_predictions_loss: 645.0296 - logcount_predictions_loss: 1.6955 2414/2420 [============================>.] - ETA: 3s - loss: 674.3505 - logits_profile_predictions_loss: 645.0236 - logcount_predictions_loss: 1.6952 2415/2420 [============================>.] - ETA: 2s - loss: 674.3401 - logits_profile_predictions_loss: 645.0177 - logcount_predictions_loss: 1.6949 2416/2420 [============================>.] - ETA: 2s - loss: 674.3298 - logits_profile_predictions_loss: 645.0118 - logcount_predictions_loss: 1.6947 2417/2420 [============================>.] - ETA: 1s - loss: 674.3194 - logits_profile_predictions_loss: 645.0058 - logcount_predictions_loss: 1.6944 2418/2420 [============================>.] - ETA: 1s - loss: 674.3090 - logits_profile_predictions_loss: 644.9999 - logcount_predictions_loss: 1.6942 2419/2420 [============================>.] - ETA: 0s - loss: 674.2987 - logits_profile_predictions_loss: 644.9940 - logcount_predictions_loss: 1.6939 2420/2420 [==============================] - ETA: 0s - loss: 674.2883 - logits_profile_predictions_loss: 644.9881 - logcount_predictions_loss: 1.6937 2420/2420 [==============================] - 1432s 588ms/step - loss: 674.2780 - logits_profile_predictions_loss: 644.9821 - logcount_predictions_loss: 1.6934 - val_loss: 616.5030 - val_logits_profile_predictions_loss: 610.4286 - val_logcount_predictions_loss: 0.3511 Epoch 00001: val_loss improved from inf to 616.50299, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 2/50 1/2420 [..............................] - ETA: 23:53 - loss: 594.9002 - logits_profile_predictions_loss: 587.8643 - logcount_predictions_loss: 0.4067 2/2420 [..............................] - ETA: 22:45 - loss: 594.8418 - logits_profile_predictions_loss: 588.1532 - logcount_predictions_loss: 0.3866 3/2420 [..............................] - ETA: 22:44 - loss: 612.8510 - logits_profile_predictions_loss: 606.4341 - logcount_predictions_loss: 0.3709 4/2420 [..............................] - ETA: 22:43 - loss: 615.1466 - logits_profile_predictions_loss: 608.8904 - logcount_predictions_loss: 0.3616 5/2420 [..............................] - ETA: 22:43 - loss: 617.6505 - logits_profile_predictions_loss: 611.5201 - 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617.4269 - logits_profile_predictions_loss: 611.5074 - logcount_predictions_loss: 0.3422 13/2420 [..............................] - ETA: 22:38 - loss: 617.5670 - logits_profile_predictions_loss: 611.6336 - logcount_predictions_loss: 0.3430 14/2420 [..............................] - ETA: 22:38 - loss: 617.9409 - logits_profile_predictions_loss: 611.9917 - logcount_predictions_loss: 0.3439 15/2420 [..............................] - ETA: 22:37 - loss: 618.0549 - logits_profile_predictions_loss: 612.0894 - logcount_predictions_loss: 0.3448 16/2420 [..............................] - ETA: 22:37 - loss: 618.2984 - logits_profile_predictions_loss: 612.3073 - logcount_predictions_loss: 0.3463 17/2420 [..............................] - ETA: 22:36 - loss: 618.4096 - logits_profile_predictions_loss: 612.3894 - logcount_predictions_loss: 0.3480 18/2420 [..............................] - ETA: 22:36 - loss: 618.4462 - logits_profile_predictions_loss: 612.3964 - logcount_predictions_loss: 0.3497 19/2420 [..............................] - ETA: 22:35 - loss: 618.2332 - logits_profile_predictions_loss: 612.1603 - logcount_predictions_loss: 0.3510 20/2420 [..............................] - ETA: 22:35 - loss: 617.9197 - logits_profile_predictions_loss: 611.8264 - logcount_predictions_loss: 0.3522 21/2420 [..............................] - ETA: 22:34 - loss: 617.7989 - logits_profile_predictions_loss: 611.6898 - logcount_predictions_loss: 0.3531 22/2420 [..............................] - ETA: 22:34 - loss: 617.7059 - logits_profile_predictions_loss: 611.5811 - logcount_predictions_loss: 0.3540 23/2420 [..............................] - ETA: 22:33 - loss: 617.7288 - logits_profile_predictions_loss: 611.5899 - logcount_predictions_loss: 0.3549 24/2420 [..............................] - ETA: 22:32 - loss: 617.5547 - logits_profile_predictions_loss: 611.4059 - logcount_predictions_loss: 0.3554 25/2420 [..............................] - ETA: 22:32 - loss: 617.3821 - logits_profile_predictions_loss: 611.2231 - logcount_predictions_loss: 0.3560 26/2420 [..............................] - ETA: 22:31 - loss: 617.5082 - logits_profile_predictions_loss: 611.3371 - logcount_predictions_loss: 0.3567 27/2420 [..............................] - ETA: 22:31 - loss: 617.4898 - logits_profile_predictions_loss: 611.3091 - logcount_predictions_loss: 0.3573 28/2420 [..............................] - ETA: 22:30 - loss: 617.5101 - logits_profile_predictions_loss: 611.3191 - logcount_predictions_loss: 0.3579 29/2420 [..............................] - ETA: 22:30 - loss: 617.5533 - logits_profile_predictions_loss: 611.3534 - logcount_predictions_loss: 0.3584 30/2420 [..............................] - ETA: 22:29 - loss: 617.5584 - logits_profile_predictions_loss: 611.3497 - logcount_predictions_loss: 0.3589 31/2420 [..............................] - ETA: 22:29 - loss: 617.5262 - logits_profile_predictions_loss: 611.3110 - logcount_predictions_loss: 0.3593 32/2420 [..............................] - ETA: 22:28 - loss: 617.5308 - logits_profile_predictions_loss: 611.3093 - logcount_predictions_loss: 0.3596 33/2420 [..............................] - ETA: 22:28 - loss: 617.4663 - logits_profile_predictions_loss: 611.2393 - logcount_predictions_loss: 0.3599 34/2420 [..............................] - ETA: 22:27 - loss: 617.3871 - logits_profile_predictions_loss: 611.1551 - logcount_predictions_loss: 0.3602 35/2420 [..............................] - ETA: 22:26 - loss: 617.2551 - logits_profile_predictions_loss: 611.0174 - logcount_predictions_loss: 0.3606 36/2420 [..............................] - ETA: 22:26 - loss: 617.0802 - logits_profile_predictions_loss: 610.8386 - logcount_predictions_loss: 0.3608 37/2420 [..............................] - ETA: 22:25 - loss: 616.8619 - logits_profile_predictions_loss: 610.6175 - logcount_predictions_loss: 0.3609 38/2420 [..............................] - ETA: 22:25 - loss: 616.6142 - 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[===>..........................] - ETA: 19:10 - loss: 617.5491 - logits_profile_predictions_loss: 610.7406 - logcount_predictions_loss: 0.3936 384/2420 [===>..........................] - ETA: 19:09 - loss: 617.5670 - logits_profile_predictions_loss: 610.7577 - logcount_predictions_loss: 0.3936 385/2420 [===>..........................] - ETA: 19:09 - loss: 617.5847 - logits_profile_predictions_loss: 610.7747 - logcount_predictions_loss: 0.3936 386/2420 [===>..........................] - ETA: 19:08 - loss: 617.6023 - logits_profile_predictions_loss: 610.7916 - logcount_predictions_loss: 0.3937 387/2420 [===>..........................] - ETA: 19:08 - loss: 617.6197 - logits_profile_predictions_loss: 610.8083 - logcount_predictions_loss: 0.3937 388/2420 [===>..........................] - ETA: 19:07 - loss: 617.6359 - logits_profile_predictions_loss: 610.8239 - logcount_predictions_loss: 0.3938 389/2420 [===>..........................] - ETA: 19:06 - loss: 617.6532 - 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[===>..........................] - ETA: 19:03 - loss: 617.7686 - logits_profile_predictions_loss: 610.9513 - logcount_predictions_loss: 0.3941 397/2420 [===>..........................] - ETA: 19:02 - loss: 617.7845 - logits_profile_predictions_loss: 610.9665 - logcount_predictions_loss: 0.3941 398/2420 [===>..........................] - ETA: 19:01 - loss: 617.7996 - logits_profile_predictions_loss: 610.9809 - logcount_predictions_loss: 0.3942 399/2420 [===>..........................] - ETA: 19:01 - loss: 617.8145 - logits_profile_predictions_loss: 610.9951 - logcount_predictions_loss: 0.3942 400/2420 [===>..........................] - ETA: 19:00 - loss: 617.8294 - logits_profile_predictions_loss: 611.0093 - logcount_predictions_loss: 0.3942 401/2420 [===>..........................] - ETA: 19:00 - loss: 617.8441 - logits_profile_predictions_loss: 611.0233 - logcount_predictions_loss: 0.3943 402/2420 [===>..........................] - ETA: 18:59 - loss: 617.8597 - 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[====>.........................] - ETA: 18:55 - loss: 617.9616 - logits_profile_predictions_loss: 611.1352 - logcount_predictions_loss: 0.3946 410/2420 [====>.........................] - ETA: 18:55 - loss: 617.9758 - logits_profile_predictions_loss: 611.1488 - logcount_predictions_loss: 0.3946 411/2420 [====>.........................] - ETA: 18:54 - loss: 617.9908 - logits_profile_predictions_loss: 611.1630 - logcount_predictions_loss: 0.3947 412/2420 [====>.........................] - ETA: 18:53 - loss: 618.0059 - logits_profile_predictions_loss: 611.1775 - logcount_predictions_loss: 0.3947 413/2420 [====>.........................] - ETA: 18:53 - loss: 618.0213 - logits_profile_predictions_loss: 611.1922 - logcount_predictions_loss: 0.3948 414/2420 [====>.........................] - ETA: 18:52 - loss: 618.0366 - logits_profile_predictions_loss: 611.2069 - logcount_predictions_loss: 0.3948 415/2420 [====>.........................] - ETA: 18:52 - loss: 618.0517 - logits_profile_predictions_loss: 611.2212 - logcount_predictions_loss: 0.3948 416/2420 [====>.........................] - ETA: 18:51 - loss: 618.0659 - logits_profile_predictions_loss: 611.2348 - logcount_predictions_loss: 0.3949 417/2420 [====>.........................] - ETA: 18:51 - loss: 618.0796 - logits_profile_predictions_loss: 611.2479 - logcount_predictions_loss: 0.3949 418/2420 [====>.........................] - ETA: 18:50 - loss: 618.0927 - logits_profile_predictions_loss: 611.2603 - logcount_predictions_loss: 0.3949 419/2420 [====>.........................] - ETA: 18:50 - loss: 618.1056 - logits_profile_predictions_loss: 611.2726 - logcount_predictions_loss: 0.3950 420/2420 [====>.........................] - ETA: 18:49 - loss: 618.1193 - logits_profile_predictions_loss: 611.2857 - logcount_predictions_loss: 0.3950 421/2420 [====>.........................] - ETA: 18:48 - loss: 618.1327 - logits_profile_predictions_loss: 611.2984 - logcount_predictions_loss: 0.3950 422/2420 [====>.........................] - ETA: 18:48 - loss: 618.1461 - logits_profile_predictions_loss: 611.3112 - logcount_predictions_loss: 0.3951 423/2420 [====>.........................] - ETA: 18:47 - loss: 618.1593 - logits_profile_predictions_loss: 611.3239 - logcount_predictions_loss: 0.3951 424/2420 [====>.........................] - ETA: 18:47 - loss: 618.1726 - logits_profile_predictions_loss: 611.3366 - logcount_predictions_loss: 0.3952 425/2420 [====>.........................] - ETA: 18:46 - loss: 618.1855 - logits_profile_predictions_loss: 611.3488 - logcount_predictions_loss: 0.3952 426/2420 [====>.........................] - ETA: 18:46 - loss: 618.1981 - logits_profile_predictions_loss: 611.3610 - logcount_predictions_loss: 0.3952 427/2420 [====>.........................] - ETA: 18:45 - loss: 618.2106 - logits_profile_predictions_loss: 611.3728 - logcount_predictions_loss: 0.3953 428/2420 [====>.........................] - ETA: 18:44 - loss: 618.2228 - logits_profile_predictions_loss: 611.3845 - logcount_predictions_loss: 0.3953 429/2420 [====>.........................] - ETA: 18:44 - loss: 618.2351 - logits_profile_predictions_loss: 611.3962 - logcount_predictions_loss: 0.3953 430/2420 [====>.........................] - ETA: 18:43 - loss: 618.2476 - logits_profile_predictions_loss: 611.4082 - logcount_predictions_loss: 0.3953 431/2420 [====>.........................] - ETA: 18:43 - loss: 618.2609 - logits_profile_predictions_loss: 611.4209 - logcount_predictions_loss: 0.3954 432/2420 [====>.........................] - ETA: 18:42 - loss: 618.2742 - logits_profile_predictions_loss: 611.4337 - logcount_predictions_loss: 0.3954 433/2420 [====>.........................] - ETA: 18:42 - loss: 618.2872 - logits_profile_predictions_loss: 611.4461 - logcount_predictions_loss: 0.3954 434/2420 [====>.........................] - ETA: 18:41 - loss: 618.3004 - logits_profile_predictions_loss: 611.4588 - logcount_predictions_loss: 0.3955 435/2420 [====>.........................] - ETA: 18:40 - loss: 618.3135 - logits_profile_predictions_loss: 611.4714 - logcount_predictions_loss: 0.3955 436/2420 [====>.........................] - ETA: 18:40 - loss: 618.3262 - logits_profile_predictions_loss: 611.4835 - logcount_predictions_loss: 0.3955 437/2420 [====>.........................] - ETA: 18:39 - loss: 618.3385 - logits_profile_predictions_loss: 611.4954 - logcount_predictions_loss: 0.3956 438/2420 [====>.........................] - ETA: 18:39 - loss: 618.3509 - logits_profile_predictions_loss: 611.5072 - logcount_predictions_loss: 0.3956 439/2420 [====>.........................] - ETA: 18:38 - loss: 618.3634 - logits_profile_predictions_loss: 611.5193 - logcount_predictions_loss: 0.3956 440/2420 [====>.........................] - ETA: 18:38 - loss: 618.3760 - logits_profile_predictions_loss: 611.5313 - logcount_predictions_loss: 0.3957 441/2420 [====>.........................] - ETA: 18:37 - loss: 618.3883 - logits_profile_predictions_loss: 611.5431 - logcount_predictions_loss: 0.3957 442/2420 [====>.........................] - ETA: 18:37 - loss: 618.4004 - logits_profile_predictions_loss: 611.5548 - logcount_predictions_loss: 0.3957 443/2420 [====>.........................] - ETA: 18:36 - loss: 618.4122 - logits_profile_predictions_loss: 611.5660 - logcount_predictions_loss: 0.3957 444/2420 [====>.........................] - ETA: 18:35 - loss: 618.4243 - logits_profile_predictions_loss: 611.5777 - logcount_predictions_loss: 0.3958 445/2420 [====>.........................] - ETA: 18:35 - loss: 618.4365 - logits_profile_predictions_loss: 611.5894 - logcount_predictions_loss: 0.3958 446/2420 [====>.........................] - ETA: 18:34 - loss: 618.4484 - logits_profile_predictions_loss: 611.6008 - logcount_predictions_loss: 0.3958 447/2420 [====>.........................] - ETA: 18:34 - loss: 618.4603 - logits_profile_predictions_loss: 611.6123 - logcount_predictions_loss: 0.3958 448/2420 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613.2678 - logcount_predictions_loss: 0.3936 2405/2420 [============================>.] - ETA: 8s - loss: 620.0757 - logits_profile_predictions_loss: 613.2675 - logcount_predictions_loss: 0.3936 2406/2420 [============================>.] - ETA: 7s - loss: 620.0753 - logits_profile_predictions_loss: 613.2672 - logcount_predictions_loss: 0.3935 2407/2420 [============================>.] - ETA: 7s - loss: 620.0749 - logits_profile_predictions_loss: 613.2669 - logcount_predictions_loss: 0.3935 2408/2420 [============================>.] - ETA: 6s - loss: 620.0745 - logits_profile_predictions_loss: 613.2665 - logcount_predictions_loss: 0.3935 2409/2420 [============================>.] - ETA: 6s - loss: 620.0741 - logits_profile_predictions_loss: 613.2662 - logcount_predictions_loss: 0.3935 2410/2420 [============================>.] - ETA: 5s - loss: 620.0736 - logits_profile_predictions_loss: 613.2659 - logcount_predictions_loss: 0.3935 2411/2420 [============================>.] - ETA: 5s - loss: 620.0732 - logits_profile_predictions_loss: 613.2656 - logcount_predictions_loss: 0.3935 2412/2420 [============================>.] - ETA: 4s - loss: 620.0728 - logits_profile_predictions_loss: 613.2653 - logcount_predictions_loss: 0.3935 2413/2420 [============================>.] - ETA: 3s - loss: 620.0724 - logits_profile_predictions_loss: 613.2649 - logcount_predictions_loss: 0.3935 2414/2420 [============================>.] - ETA: 3s - loss: 620.0720 - logits_profile_predictions_loss: 613.2646 - logcount_predictions_loss: 0.3935 2415/2420 [============================>.] - ETA: 2s - loss: 620.0716 - logits_profile_predictions_loss: 613.2643 - logcount_predictions_loss: 0.3935 2416/2420 [============================>.] - ETA: 2s - loss: 620.0712 - logits_profile_predictions_loss: 613.2639 - logcount_predictions_loss: 0.3935 2417/2420 [============================>.] - ETA: 1s - loss: 620.0707 - logits_profile_predictions_loss: 613.2636 - logcount_predictions_loss: 0.3935 2418/2420 [============================>.] - ETA: 1s - loss: 620.0703 - logits_profile_predictions_loss: 613.2632 - logcount_predictions_loss: 0.3935 2419/2420 [============================>.] - ETA: 0s - loss: 620.0698 - logits_profile_predictions_loss: 613.2628 - logcount_predictions_loss: 0.3935 2420/2420 [==============================] - ETA: 0s - loss: 620.0693 - logits_profile_predictions_loss: 613.2624 - logcount_predictions_loss: 0.3935 2420/2420 [==============================] - 1419s 586ms/step - loss: 620.0689 - logits_profile_predictions_loss: 613.2621 - logcount_predictions_loss: 0.3935 - val_loss: 611.6836 - val_logits_profile_predictions_loss: 606.3491 - val_logcount_predictions_loss: 0.3083 Epoch 00002: val_loss improved from 616.50299 to 611.68359, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 3/50 1/2420 [..............................] - ETA: 23:40 - loss: 618.7177 - logits_profile_predictions_loss: 610.3177 - logcount_predictions_loss: 0.4855 2/2420 [..............................] - ETA: 22:45 - loss: 621.0761 - logits_profile_predictions_loss: 613.7611 - logcount_predictions_loss: 0.4228 3/2420 [..............................] - ETA: 22:44 - loss: 621.6993 - logits_profile_predictions_loss: 614.6860 - logcount_predictions_loss: 0.4054 4/2420 [..............................] - ETA: 22:44 - loss: 625.4942 - logits_profile_predictions_loss: 618.5616 - logcount_predictions_loss: 0.4007 5/2420 [..............................] - ETA: 22:43 - loss: 626.9530 - logits_profile_predictions_loss: 620.1799 - logcount_predictions_loss: 0.3915 6/2420 [..............................] - ETA: 22:42 - loss: 625.3977 - logits_profile_predictions_loss: 618.7105 - logcount_predictions_loss: 0.3865 7/2420 [..............................] - ETA: 22:42 - loss: 623.5812 - logits_profile_predictions_loss: 616.8769 - logcount_predictions_loss: 0.3875 8/2420 [..............................] - ETA: 22:41 - loss: 623.3165 - logits_profile_predictions_loss: 616.6222 - logcount_predictions_loss: 0.3869 9/2420 [..............................] - ETA: 22:41 - loss: 623.6754 - logits_profile_predictions_loss: 617.0021 - logcount_predictions_loss: 0.3857 10/2420 [..............................] - ETA: 22:40 - loss: 624.5635 - logits_profile_predictions_loss: 617.9083 - logcount_predictions_loss: 0.3847 11/2420 [..............................] - ETA: 22:40 - loss: 624.2292 - logits_profile_predictions_loss: 617.5762 - logcount_predictions_loss: 0.3846 12/2420 [..............................] - ETA: 22:39 - loss: 623.3279 - logits_profile_predictions_loss: 616.6799 - logcount_predictions_loss: 0.3843 13/2420 [..............................] - ETA: 22:38 - loss: 622.0322 - logits_profile_predictions_loss: 615.3922 - logcount_predictions_loss: 0.3838 14/2420 [..............................] - ETA: 22:38 - loss: 621.4026 - logits_profile_predictions_loss: 614.7679 - logcount_predictions_loss: 0.3835 15/2420 [..............................] - ETA: 22:37 - loss: 620.9677 - logits_profile_predictions_loss: 614.3457 - logcount_predictions_loss: 0.3828 16/2420 [..............................] - ETA: 22:37 - loss: 620.5326 - logits_profile_predictions_loss: 613.9217 - logcount_predictions_loss: 0.3821 17/2420 [..............................] - ETA: 22:36 - loss: 620.6191 - logits_profile_predictions_loss: 614.0154 - logcount_predictions_loss: 0.3817 18/2420 [..............................] - ETA: 22:36 - loss: 620.5756 - logits_profile_predictions_loss: 613.9786 - logcount_predictions_loss: 0.3813 19/2420 [..............................] - ETA: 22:35 - loss: 620.5016 - logits_profile_predictions_loss: 613.9142 - logcount_predictions_loss: 0.3808 20/2420 [..............................] - ETA: 22:35 - loss: 620.3404 - logits_profile_predictions_loss: 613.7647 - logcount_predictions_loss: 0.3801 21/2420 [..............................] - ETA: 22:34 - loss: 620.2058 - logits_profile_predictions_loss: 613.6395 - logcount_predictions_loss: 0.3795 22/2420 [..............................] - ETA: 22:34 - loss: 620.0542 - logits_profile_predictions_loss: 613.4954 - logcount_predictions_loss: 0.3791 23/2420 [..............................] - ETA: 22:33 - loss: 619.6572 - logits_profile_predictions_loss: 613.1063 - logcount_predictions_loss: 0.3787 24/2420 [..............................] - ETA: 22:32 - loss: 619.2366 - logits_profile_predictions_loss: 612.6961 - logcount_predictions_loss: 0.3781 25/2420 [..............................] - ETA: 22:32 - loss: 618.6910 - logits_profile_predictions_loss: 612.1573 - logcount_predictions_loss: 0.3777 26/2420 [..............................] - ETA: 22:31 - loss: 618.1548 - logits_profile_predictions_loss: 611.6217 - logcount_predictions_loss: 0.3776 27/2420 [..............................] - ETA: 22:31 - loss: 617.6437 - logits_profile_predictions_loss: 611.1095 - logcount_predictions_loss: 0.3777 28/2420 [..............................] - ETA: 22:30 - loss: 617.1586 - logits_profile_predictions_loss: 610.6245 - logcount_predictions_loss: 0.3777 29/2420 [..............................] - ETA: 22:30 - loss: 616.8843 - logits_profile_predictions_loss: 610.3499 - logcount_predictions_loss: 0.3777 30/2420 [..............................] - ETA: 22:29 - loss: 616.5990 - logits_profile_predictions_loss: 610.0633 - logcount_predictions_loss: 0.3778 31/2420 [..............................] - ETA: 22:29 - loss: 616.3096 - logits_profile_predictions_loss: 609.7716 - logcount_predictions_loss: 0.3779 32/2420 [..............................] - ETA: 22:28 - loss: 616.1180 - logits_profile_predictions_loss: 609.5777 - logcount_predictions_loss: 0.3780 33/2420 [..............................] - ETA: 22:27 - loss: 615.9614 - logits_profile_predictions_loss: 609.4188 - logcount_predictions_loss: 0.3782 34/2420 [..............................] - ETA: 22:27 - loss: 615.7992 - logits_profile_predictions_loss: 609.2561 - logcount_predictions_loss: 0.3782 35/2420 [..............................] - ETA: 22:26 - loss: 615.5673 - logits_profile_predictions_loss: 609.0248 - logcount_predictions_loss: 0.3782 36/2420 [..............................] - ETA: 22:26 - loss: 615.3655 - logits_profile_predictions_loss: 608.8217 - logcount_predictions_loss: 0.3782 37/2420 [..............................] - ETA: 22:25 - loss: 615.1696 - logits_profile_predictions_loss: 608.6247 - logcount_predictions_loss: 0.3783 38/2420 [..............................] - ETA: 22:25 - loss: 614.9131 - logits_profile_predictions_loss: 608.3668 - logcount_predictions_loss: 0.3784 39/2420 [..............................] - ETA: 22:24 - loss: 614.6819 - logits_profile_predictions_loss: 608.1347 - logcount_predictions_loss: 0.3784 40/2420 [..............................] - ETA: 22:24 - loss: 614.4936 - logits_profile_predictions_loss: 607.9465 - logcount_predictions_loss: 0.3784 41/2420 [..............................] - ETA: 22:23 - loss: 614.2782 - logits_profile_predictions_loss: 607.7317 - logcount_predictions_loss: 0.3784 42/2420 [..............................] - ETA: 22:23 - loss: 614.0916 - logits_profile_predictions_loss: 607.5467 - logcount_predictions_loss: 0.3783 43/2420 [..............................] - ETA: 22:22 - loss: 613.9134 - logits_profile_predictions_loss: 607.3702 - logcount_predictions_loss: 0.3782 44/2420 [..............................] - ETA: 22:21 - loss: 613.7258 - logits_profile_predictions_loss: 607.1850 - logcount_predictions_loss: 0.3781 45/2420 [..............................] - ETA: 22:21 - loss: 613.4977 - logits_profile_predictions_loss: 606.9593 - logcount_predictions_loss: 0.3779 46/2420 [..............................] - ETA: 22:20 - loss: 613.2395 - logits_profile_predictions_loss: 606.7045 - logcount_predictions_loss: 0.3777 47/2420 [..............................] - ETA: 22:20 - loss: 613.0063 - logits_profile_predictions_loss: 606.4756 - logcount_predictions_loss: 0.3775 48/2420 [..............................] - ETA: 22:19 - loss: 612.7933 - logits_profile_predictions_loss: 606.2669 - logcount_predictions_loss: 0.3772 49/2420 [..............................] - ETA: 22:19 - loss: 612.5698 - logits_profile_predictions_loss: 606.0483 - logcount_predictions_loss: 0.3770 50/2420 [..............................] - ETA: 22:18 - loss: 612.3536 - logits_profile_predictions_loss: 605.8371 - logcount_predictions_loss: 0.3767 51/2420 [..............................] - ETA: 22:18 - loss: 612.1617 - logits_profile_predictions_loss: 605.6509 - logcount_predictions_loss: 0.3763 52/2420 [..............................] - ETA: 22:17 - loss: 611.9912 - logits_profile_predictions_loss: 605.4859 - logcount_predictions_loss: 0.3760 53/2420 [..............................] - ETA: 22:16 - loss: 611.8415 - logits_profile_predictions_loss: 605.3413 - logcount_predictions_loss: 0.3757 54/2420 [..............................] - ETA: 22:16 - loss: 611.6866 - logits_profile_predictions_loss: 605.1915 - logcount_predictions_loss: 0.3754 55/2420 [..............................] - ETA: 22:15 - loss: 611.5191 - logits_profile_predictions_loss: 605.0281 - logcount_predictions_loss: 0.3752 56/2420 [..............................] - ETA: 22:15 - loss: 611.3605 - logits_profile_predictions_loss: 604.8726 - logcount_predictions_loss: 0.3750 57/2420 [..............................] - ETA: 22:14 - loss: 611.1906 - logits_profile_predictions_loss: 604.7061 - logcount_predictions_loss: 0.3748 58/2420 [..............................] - ETA: 22:14 - loss: 611.0799 - logits_profile_predictions_loss: 604.5980 - logcount_predictions_loss: 0.3747 59/2420 [..............................] - ETA: 22:13 - loss: 610.9760 - logits_profile_predictions_loss: 604.4960 - logcount_predictions_loss: 0.3746 60/2420 [..............................] - ETA: 22:12 - loss: 610.8825 - logits_profile_predictions_loss: 604.4049 - logcount_predictions_loss: 0.3744 61/2420 [..............................] - ETA: 22:12 - loss: 610.7764 - logits_profile_predictions_loss: 604.3011 - logcount_predictions_loss: 0.3743 62/2420 [..............................] - ETA: 22:11 - loss: 610.6605 - logits_profile_predictions_loss: 604.1879 - logcount_predictions_loss: 0.3741 63/2420 [..............................] - ETA: 22:11 - loss: 610.5711 - logits_profile_predictions_loss: 604.1015 - logcount_predictions_loss: 0.3740 64/2420 [..............................] - ETA: 22:10 - loss: 610.4602 - logits_profile_predictions_loss: 603.9932 - logcount_predictions_loss: 0.3738 65/2420 [..............................] - ETA: 22:10 - loss: 610.3494 - logits_profile_predictions_loss: 603.8851 - logcount_predictions_loss: 0.3737 66/2420 [..............................] - ETA: 22:09 - loss: 610.2518 - logits_profile_predictions_loss: 603.7903 - logcount_predictions_loss: 0.3735 67/2420 [..............................] - ETA: 22:08 - loss: 610.1497 - logits_profile_predictions_loss: 603.6913 - logcount_predictions_loss: 0.3733 68/2420 [..............................] - ETA: 22:08 - loss: 610.0417 - logits_profile_predictions_loss: 603.5868 - logcount_predictions_loss: 0.3731 69/2420 [..............................] - ETA: 22:07 - loss: 609.9479 - logits_profile_predictions_loss: 603.4962 - logcount_predictions_loss: 0.3729 70/2420 [..............................] - ETA: 22:07 - loss: 609.8431 - logits_profile_predictions_loss: 603.3945 - logcount_predictions_loss: 0.3727 71/2420 [..............................] - ETA: 22:06 - loss: 609.7241 - logits_profile_predictions_loss: 603.2785 - logcount_predictions_loss: 0.3726 72/2420 [..............................] - ETA: 22:06 - loss: 609.6120 - logits_profile_predictions_loss: 603.1691 - logcount_predictions_loss: 0.3724 73/2420 [..............................] - ETA: 22:05 - loss: 609.4839 - logits_profile_predictions_loss: 603.0440 - logcount_predictions_loss: 0.3722 74/2420 [..............................] - ETA: 22:05 - loss: 609.3702 - logits_profile_predictions_loss: 602.9335 - logcount_predictions_loss: 0.3721 75/2420 [..............................] - ETA: 22:04 - loss: 609.2519 - logits_profile_predictions_loss: 602.8184 - logcount_predictions_loss: 0.3719 76/2420 [..............................] - ETA: 22:04 - loss: 609.1568 - logits_profile_predictions_loss: 602.7265 - logcount_predictions_loss: 0.3717 77/2420 [..............................] - ETA: 22:03 - loss: 609.0731 - logits_profile_predictions_loss: 602.6457 - logcount_predictions_loss: 0.3715 78/2420 [..............................] - ETA: 22:03 - loss: 608.9865 - logits_profile_predictions_loss: 602.5618 - logcount_predictions_loss: 0.3714 79/2420 [..............................] - ETA: 22:02 - loss: 608.9014 - 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[>.............................] - ETA: 21:58 - loss: 608.4695 - logits_profile_predictions_loss: 602.0645 - logcount_predictions_loss: 0.3702 87/2420 [>.............................] - ETA: 21:58 - loss: 608.3991 - logits_profile_predictions_loss: 601.9966 - logcount_predictions_loss: 0.3701 88/2420 [>.............................] - ETA: 21:57 - loss: 608.3432 - logits_profile_predictions_loss: 601.9434 - logcount_predictions_loss: 0.3699 89/2420 [>.............................] - ETA: 21:56 - loss: 608.3006 - logits_profile_predictions_loss: 601.9034 - logcount_predictions_loss: 0.3698 90/2420 [>.............................] - ETA: 21:56 - loss: 608.2675 - logits_profile_predictions_loss: 601.8733 - logcount_predictions_loss: 0.3696 91/2420 [>.............................] - ETA: 21:55 - loss: 608.2328 - logits_profile_predictions_loss: 601.8415 - logcount_predictions_loss: 0.3694 92/2420 [>.............................] - ETA: 21:55 - loss: 608.2037 - 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[>.............................] - ETA: 21:51 - loss: 607.9481 - logits_profile_predictions_loss: 601.5741 - logcount_predictions_loss: 0.3684 100/2420 [>.............................] - ETA: 21:50 - loss: 607.9214 - logits_profile_predictions_loss: 601.5492 - logcount_predictions_loss: 0.3683 101/2420 [>.............................] - ETA: 21:50 - loss: 607.8961 - logits_profile_predictions_loss: 601.5257 - logcount_predictions_loss: 0.3682 102/2420 [>.............................] - ETA: 21:49 - loss: 607.8853 - logits_profile_predictions_loss: 601.5168 - logcount_predictions_loss: 0.3681 103/2420 [>.............................] - ETA: 21:49 - loss: 607.8668 - logits_profile_predictions_loss: 601.4999 - logcount_predictions_loss: 0.3680 104/2420 [>.............................] - ETA: 21:48 - loss: 607.8453 - logits_profile_predictions_loss: 601.4798 - logcount_predictions_loss: 0.3679 105/2420 [>.............................] - ETA: 21:47 - loss: 607.8251 - 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[>.............................] - ETA: 21:43 - loss: 607.7461 - logits_profile_predictions_loss: 601.3935 - logcount_predictions_loss: 0.3672 113/2420 [>.............................] - ETA: 21:43 - loss: 607.7543 - logits_profile_predictions_loss: 601.4034 - logcount_predictions_loss: 0.3671 114/2420 [>.............................] - ETA: 21:42 - loss: 607.7683 - logits_profile_predictions_loss: 601.4187 - logcount_predictions_loss: 0.3670 115/2420 [>.............................] - ETA: 21:42 - loss: 607.7754 - logits_profile_predictions_loss: 601.4272 - logcount_predictions_loss: 0.3669 116/2420 [>.............................] - ETA: 21:41 - loss: 607.7864 - logits_profile_predictions_loss: 601.4396 - logcount_predictions_loss: 0.3669 117/2420 [>.............................] - ETA: 21:41 - loss: 607.7926 - logits_profile_predictions_loss: 601.4473 - logcount_predictions_loss: 0.3668 118/2420 [>.............................] - ETA: 21:40 - loss: 607.8016 - 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[====>.........................] - ETA: 18:55 - loss: 609.9018 - logits_profile_predictions_loss: 603.6273 - logcount_predictions_loss: 0.3627 412/2420 [====>.........................] - ETA: 18:54 - loss: 609.9058 - logits_profile_predictions_loss: 603.6314 - logcount_predictions_loss: 0.3627 413/2420 [====>.........................] - ETA: 18:54 - loss: 609.9099 - logits_profile_predictions_loss: 603.6355 - logcount_predictions_loss: 0.3627 414/2420 [====>.........................] - ETA: 18:53 - loss: 609.9139 - logits_profile_predictions_loss: 603.6396 - logcount_predictions_loss: 0.3627 415/2420 [====>.........................] - ETA: 18:52 - loss: 609.9181 - logits_profile_predictions_loss: 603.6438 - logcount_predictions_loss: 0.3627 416/2420 [====>.........................] - ETA: 18:52 - loss: 609.9225 - logits_profile_predictions_loss: 603.6482 - logcount_predictions_loss: 0.3627 417/2420 [====>.........................] - ETA: 18:51 - loss: 609.9269 - 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[====>.........................] - ETA: 18:47 - loss: 609.9578 - logits_profile_predictions_loss: 603.6839 - logcount_predictions_loss: 0.3627 425/2420 [====>.........................] - ETA: 18:47 - loss: 609.9631 - logits_profile_predictions_loss: 603.6893 - logcount_predictions_loss: 0.3626 426/2420 [====>.........................] - ETA: 18:46 - loss: 609.9688 - logits_profile_predictions_loss: 603.6950 - logcount_predictions_loss: 0.3626 427/2420 [====>.........................] - ETA: 18:46 - loss: 609.9749 - logits_profile_predictions_loss: 603.7012 - logcount_predictions_loss: 0.3626 428/2420 [====>.........................] - ETA: 18:45 - loss: 609.9812 - logits_profile_predictions_loss: 603.7075 - logcount_predictions_loss: 0.3626 429/2420 [====>.........................] - ETA: 18:45 - loss: 609.9881 - logits_profile_predictions_loss: 603.7143 - logcount_predictions_loss: 0.3626 430/2420 [====>.........................] - ETA: 18:44 - loss: 609.9945 - 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[====>.........................] - ETA: 18:33 - loss: 610.1307 - logits_profile_predictions_loss: 603.8559 - logcount_predictions_loss: 0.3627 451/2420 [====>.........................] - ETA: 18:32 - loss: 610.1374 - logits_profile_predictions_loss: 603.8625 - logcount_predictions_loss: 0.3627 452/2420 [====>.........................] - ETA: 18:32 - loss: 610.1436 - logits_profile_predictions_loss: 603.8688 - logcount_predictions_loss: 0.3627 453/2420 [====>.........................] - ETA: 18:31 - loss: 610.1505 - logits_profile_predictions_loss: 603.8756 - logcount_predictions_loss: 0.3627 454/2420 [====>.........................] - ETA: 18:30 - loss: 610.1570 - logits_profile_predictions_loss: 603.8821 - logcount_predictions_loss: 0.3627 455/2420 [====>.........................] - ETA: 18:30 - loss: 610.1630 - logits_profile_predictions_loss: 603.8881 - logcount_predictions_loss: 0.3627 456/2420 [====>.........................] - ETA: 18:29 - loss: 610.1690 - 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[====>.........................] - ETA: 18:25 - loss: 610.2115 - logits_profile_predictions_loss: 603.9363 - logcount_predictions_loss: 0.3627 464/2420 [====>.........................] - ETA: 18:25 - loss: 610.2181 - logits_profile_predictions_loss: 603.9428 - logcount_predictions_loss: 0.3627 465/2420 [====>.........................] - ETA: 18:24 - loss: 610.2252 - logits_profile_predictions_loss: 603.9499 - logcount_predictions_loss: 0.3627 466/2420 [====>.........................] - ETA: 18:24 - loss: 610.2321 - logits_profile_predictions_loss: 603.9567 - logcount_predictions_loss: 0.3627 467/2420 [====>.........................] - ETA: 18:23 - loss: 610.2392 - logits_profile_predictions_loss: 603.9638 - logcount_predictions_loss: 0.3627 468/2420 [====>.........................] - ETA: 18:22 - loss: 610.2460 - logits_profile_predictions_loss: 603.9706 - logcount_predictions_loss: 0.3627 469/2420 [====>.........................] - ETA: 18:22 - loss: 610.2528 - 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[====>.........................] - ETA: 18:18 - loss: 610.3041 - logits_profile_predictions_loss: 604.0284 - logcount_predictions_loss: 0.3628 477/2420 [====>.........................] - ETA: 18:17 - loss: 610.3118 - logits_profile_predictions_loss: 604.0360 - logcount_predictions_loss: 0.3628 478/2420 [====>.........................] - ETA: 18:17 - loss: 610.3195 - logits_profile_predictions_loss: 604.0437 - logcount_predictions_loss: 0.3628 479/2420 [====>.........................] - ETA: 18:16 - loss: 610.3274 - logits_profile_predictions_loss: 604.0515 - logcount_predictions_loss: 0.3628 480/2420 [====>.........................] - ETA: 18:16 - loss: 610.3351 - logits_profile_predictions_loss: 604.0592 - logcount_predictions_loss: 0.3628 481/2420 [====>.........................] - ETA: 18:15 - loss: 610.3427 - logits_profile_predictions_loss: 604.0668 - logcount_predictions_loss: 0.3628 482/2420 [====>.........................] - ETA: 18:15 - loss: 610.3500 - 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[=====>........................] - ETA: 18:11 - loss: 610.3976 - logits_profile_predictions_loss: 604.1210 - logcount_predictions_loss: 0.3628 490/2420 [=====>........................] - ETA: 18:10 - loss: 610.4039 - logits_profile_predictions_loss: 604.1273 - logcount_predictions_loss: 0.3628 491/2420 [=====>........................] - ETA: 18:09 - loss: 610.4100 - logits_profile_predictions_loss: 604.1334 - logcount_predictions_loss: 0.3628 492/2420 [=====>........................] - ETA: 18:09 - loss: 610.4162 - logits_profile_predictions_loss: 604.1395 - logcount_predictions_loss: 0.3628 493/2420 [=====>........................] - ETA: 18:08 - loss: 610.4227 - logits_profile_predictions_loss: 604.1460 - logcount_predictions_loss: 0.3628 494/2420 [=====>........................] - ETA: 18:08 - loss: 610.4287 - logits_profile_predictions_loss: 604.1520 - logcount_predictions_loss: 0.3628 495/2420 [=====>........................] - ETA: 18:07 - loss: 610.4347 - 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[=====>........................] - ETA: 18:03 - loss: 610.4798 - logits_profile_predictions_loss: 604.2030 - logcount_predictions_loss: 0.3628 503/2420 [=====>........................] - ETA: 18:03 - loss: 610.4868 - logits_profile_predictions_loss: 604.2100 - logcount_predictions_loss: 0.3628 504/2420 [=====>........................] - ETA: 18:02 - loss: 610.4936 - logits_profile_predictions_loss: 604.2167 - logcount_predictions_loss: 0.3628 505/2420 [=====>........................] - ETA: 18:02 - loss: 610.5008 - logits_profile_predictions_loss: 604.2240 - logcount_predictions_loss: 0.3628 506/2420 [=====>........................] - ETA: 18:01 - loss: 610.5079 - logits_profile_predictions_loss: 604.2311 - logcount_predictions_loss: 0.3628 507/2420 [=====>........................] - ETA: 18:00 - loss: 610.5149 - logits_profile_predictions_loss: 604.2381 - logcount_predictions_loss: 0.3628 508/2420 [=====>........................] - ETA: 18:00 - loss: 610.5219 - 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[=====>........................] - ETA: 17:56 - loss: 610.5707 - logits_profile_predictions_loss: 604.2939 - logcount_predictions_loss: 0.3628 516/2420 [=====>........................] - ETA: 17:55 - loss: 610.5784 - logits_profile_predictions_loss: 604.3016 - logcount_predictions_loss: 0.3628 517/2420 [=====>........................] - ETA: 17:55 - loss: 610.5861 - logits_profile_predictions_loss: 604.3093 - logcount_predictions_loss: 0.3628 518/2420 [=====>........................] - ETA: 17:54 - loss: 610.5943 - logits_profile_predictions_loss: 604.3175 - logcount_predictions_loss: 0.3628 519/2420 [=====>........................] - ETA: 17:54 - loss: 610.6024 - logits_profile_predictions_loss: 604.3256 - logcount_predictions_loss: 0.3628 520/2420 [=====>........................] - ETA: 17:53 - loss: 610.6106 - logits_profile_predictions_loss: 604.3338 - logcount_predictions_loss: 0.3628 521/2420 [=====>........................] - ETA: 17:53 - loss: 610.6186 - 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[============================>.] - ETA: 25s - loss: 612.5083 - logits_profile_predictions_loss: 606.4179 - logcount_predictions_loss: 0.3520 2375/2420 [============================>.] - ETA: 25s - loss: 612.5085 - logits_profile_predictions_loss: 606.4181 - logcount_predictions_loss: 0.3520 2376/2420 [============================>.] - ETA: 24s - loss: 612.5087 - logits_profile_predictions_loss: 606.4184 - logcount_predictions_loss: 0.3520 2377/2420 [============================>.] - ETA: 24s - loss: 612.5088 - logits_profile_predictions_loss: 606.4186 - logcount_predictions_loss: 0.3520 2378/2420 [============================>.] - ETA: 23s - loss: 612.5090 - logits_profile_predictions_loss: 606.4189 - logcount_predictions_loss: 0.3520 2379/2420 [============================>.] - ETA: 23s - loss: 612.5092 - logits_profile_predictions_loss: 606.4191 - logcount_predictions_loss: 0.3520 2380/2420 [============================>.] - ETA: 22s - loss: 612.5093 - 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[============================>.] - ETA: 18s - loss: 612.5104 - logits_profile_predictions_loss: 606.4209 - logcount_predictions_loss: 0.3520 2388/2420 [============================>.] - ETA: 18s - loss: 612.5105 - logits_profile_predictions_loss: 606.4211 - logcount_predictions_loss: 0.3520 2389/2420 [============================>.] - ETA: 17s - loss: 612.5107 - logits_profile_predictions_loss: 606.4214 - logcount_predictions_loss: 0.3520 2390/2420 [============================>.] - ETA: 16s - loss: 612.5108 - logits_profile_predictions_loss: 606.4216 - logcount_predictions_loss: 0.3520 2391/2420 [============================>.] - ETA: 16s - loss: 612.5110 - logits_profile_predictions_loss: 606.4218 - logcount_predictions_loss: 0.3520 2392/2420 [============================>.] - ETA: 15s - loss: 612.5111 - logits_profile_predictions_loss: 606.4220 - logcount_predictions_loss: 0.3520 2393/2420 [============================>.] - ETA: 15s - loss: 612.5113 - 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[============================>.] - ETA: 11s - loss: 612.5122 - logits_profile_predictions_loss: 606.4237 - logcount_predictions_loss: 0.3519 2401/2420 [============================>.] - ETA: 10s - loss: 612.5124 - logits_profile_predictions_loss: 606.4239 - logcount_predictions_loss: 0.3519 2402/2420 [============================>.] - ETA: 10s - loss: 612.5125 - logits_profile_predictions_loss: 606.4241 - logcount_predictions_loss: 0.3519 2403/2420 [============================>.] - ETA: 9s - loss: 612.5127 - logits_profile_predictions_loss: 606.4243 - logcount_predictions_loss: 0.3519  2404/2420 [============================>.] - ETA: 9s - loss: 612.5128 - logits_profile_predictions_loss: 606.4245 - logcount_predictions_loss: 0.3519 2405/2420 [============================>.] - ETA: 8s - loss: 612.5130 - logits_profile_predictions_loss: 606.4248 - logcount_predictions_loss: 0.3519 2406/2420 [============================>.] - ETA: 7s - loss: 612.5131 - logits_profile_predictions_loss: 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2420/2420 [==============================] - ETA: 0s - loss: 612.5152 - logits_profile_predictions_loss: 606.4281 - logcount_predictions_loss: 0.3518 2420/2420 [==============================] - 1419s 586ms/step - loss: 612.5154 - logits_profile_predictions_loss: 606.4283 - logcount_predictions_loss: 0.3518 - val_loss: 602.3369 - val_logits_profile_predictions_loss: 597.3944 - val_logcount_predictions_loss: 0.2857 Epoch 00003: val_loss improved from 611.68359 to 602.33691, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 4/50 1/2420 [..............................] - ETA: 23:45 - loss: 572.8275 - logits_profile_predictions_loss: 567.4280 - logcount_predictions_loss: 0.3121 2/2420 [..............................] - ETA: 22:46 - loss: 589.3242 - logits_profile_predictions_loss: 584.1156 - logcount_predictions_loss: 0.3011 3/2420 [..............................] - ETA: 22:44 - loss: 593.6292 - 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[..............................] - ETA: 22:40 - loss: 616.3028 - logits_profile_predictions_loss: 611.3396 - logcount_predictions_loss: 0.2869 11/2420 [..............................] - ETA: 22:40 - loss: 617.6580 - logits_profile_predictions_loss: 612.6708 - logcount_predictions_loss: 0.2883 12/2420 [..............................] - ETA: 22:39 - loss: 618.8170 - logits_profile_predictions_loss: 613.8081 - logcount_predictions_loss: 0.2895 13/2420 [..............................] - ETA: 22:39 - loss: 619.5380 - logits_profile_predictions_loss: 614.5080 - logcount_predictions_loss: 0.2908 14/2420 [..............................] - ETA: 22:38 - loss: 620.1139 - logits_profile_predictions_loss: 615.0706 - logcount_predictions_loss: 0.2915 15/2420 [..............................] - ETA: 22:37 - loss: 621.0660 - logits_profile_predictions_loss: 615.9961 - logcount_predictions_loss: 0.2931 16/2420 [..............................] - ETA: 22:37 - loss: 621.7543 - 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[..............................] - ETA: 22:33 - loss: 626.1024 - logits_profile_predictions_loss: 620.9053 - logcount_predictions_loss: 0.3004 24/2420 [..............................] - ETA: 22:33 - loss: 626.6237 - logits_profile_predictions_loss: 621.4179 - logcount_predictions_loss: 0.3009 25/2420 [..............................] - ETA: 22:32 - loss: 626.9581 - logits_profile_predictions_loss: 621.7462 - logcount_predictions_loss: 0.3013 26/2420 [..............................] - ETA: 22:32 - loss: 627.1131 - logits_profile_predictions_loss: 621.8973 - logcount_predictions_loss: 0.3015 27/2420 [..............................] - ETA: 22:31 - loss: 627.3438 - logits_profile_predictions_loss: 622.1239 - logcount_predictions_loss: 0.3017 28/2420 [..............................] - ETA: 22:30 - loss: 627.4866 - logits_profile_predictions_loss: 622.2640 - logcount_predictions_loss: 0.3019 29/2420 [..............................] - ETA: 22:30 - loss: 627.8034 - 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[..............................] - ETA: 22:26 - loss: 629.1824 - logits_profile_predictions_loss: 623.9141 - logcount_predictions_loss: 0.3045 37/2420 [..............................] - ETA: 22:25 - loss: 629.2857 - logits_profile_predictions_loss: 624.0138 - logcount_predictions_loss: 0.3047 38/2420 [..............................] - ETA: 22:24 - loss: 629.3452 - logits_profile_predictions_loss: 624.0711 - logcount_predictions_loss: 0.3049 39/2420 [..............................] - ETA: 22:24 - loss: 629.3830 - logits_profile_predictions_loss: 624.1060 - logcount_predictions_loss: 0.3050 40/2420 [..............................] - ETA: 22:23 - loss: 629.3252 - logits_profile_predictions_loss: 624.0423 - logcount_predictions_loss: 0.3054 41/2420 [..............................] - ETA: 22:23 - loss: 629.2433 - logits_profile_predictions_loss: 623.9562 - logcount_predictions_loss: 0.3056 42/2420 [..............................] - ETA: 22:22 - loss: 629.1407 - 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[..............................] - ETA: 22:18 - loss: 628.1995 - logits_profile_predictions_loss: 622.8757 - logcount_predictions_loss: 0.3077 50/2420 [..............................] - ETA: 22:17 - loss: 628.0276 - logits_profile_predictions_loss: 622.7000 - logcount_predictions_loss: 0.3080 51/2420 [..............................] - ETA: 22:17 - loss: 627.8902 - logits_profile_predictions_loss: 622.5598 - logcount_predictions_loss: 0.3081 52/2420 [..............................] - ETA: 22:16 - loss: 627.7641 - logits_profile_predictions_loss: 622.4306 - logcount_predictions_loss: 0.3083 53/2420 [..............................] - ETA: 22:16 - loss: 627.6509 - logits_profile_predictions_loss: 622.3144 - logcount_predictions_loss: 0.3085 54/2420 [..............................] - ETA: 22:15 - loss: 627.5489 - logits_profile_predictions_loss: 622.2089 - logcount_predictions_loss: 0.3087 55/2420 [..............................] - ETA: 22:15 - loss: 627.4196 - 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loss: 609.9746 - logits_profile_predictions_loss: 604.3783 - logcount_predictions_loss: 0.3235 2416/2420 [============================>.] - ETA: 2s - loss: 609.9741 - logits_profile_predictions_loss: 604.3779 - logcount_predictions_loss: 0.3235 2417/2420 [============================>.] - ETA: 1s - loss: 609.9736 - logits_profile_predictions_loss: 604.3774 - logcount_predictions_loss: 0.3235 2418/2420 [============================>.] - ETA: 1s - loss: 609.9731 - logits_profile_predictions_loss: 604.3769 - logcount_predictions_loss: 0.3235 2419/2420 [============================>.] - ETA: 0s - loss: 609.9726 - logits_profile_predictions_loss: 604.3764 - logcount_predictions_loss: 0.3235 2420/2420 [==============================] - ETA: 0s - loss: 609.9721 - logits_profile_predictions_loss: 604.3759 - logcount_predictions_loss: 0.3235 2420/2420 [==============================] - 1418s 586ms/step - loss: 609.9716 - logits_profile_predictions_loss: 604.3755 - logcount_predictions_loss: 0.3235 - val_loss: 608.9882 - val_logits_profile_predictions_loss: 604.0521 - val_logcount_predictions_loss: 0.2853 Epoch 00004: val_loss did not improve from 602.33691 Epoch 5/50 1/2420 [..............................] - ETA: 23:40 - loss: 613.0074 - logits_profile_predictions_loss: 609.4566 - logcount_predictions_loss: 0.2053 2/2420 [..............................] - ETA: 22:45 - loss: 611.3152 - logits_profile_predictions_loss: 607.1520 - logcount_predictions_loss: 0.2406 3/2420 [..............................] - ETA: 22:45 - loss: 608.7840 - logits_profile_predictions_loss: 604.0966 - logcount_predictions_loss: 0.2709 4/2420 [..............................] - ETA: 22:44 - loss: 614.8150 - logits_profile_predictions_loss: 609.8209 - logcount_predictions_loss: 0.2887 5/2420 [..............................] - ETA: 22:44 - loss: 617.4953 - logits_profile_predictions_loss: 612.2883 - logcount_predictions_loss: 0.3010 6/2420 [..............................] - ETA: 22:43 - loss: 620.3796 - logits_profile_predictions_loss: 615.0359 - logcount_predictions_loss: 0.3089 7/2420 [..............................] - ETA: 22:42 - loss: 621.9789 - logits_profile_predictions_loss: 616.5425 - logcount_predictions_loss: 0.3142 8/2420 [..............................] - ETA: 22:42 - loss: 625.1351 - logits_profile_predictions_loss: 619.6274 - logcount_predictions_loss: 0.3184 9/2420 [..............................] - ETA: 22:41 - loss: 626.2717 - logits_profile_predictions_loss: 620.7331 - logcount_predictions_loss: 0.3202 10/2420 [..............................] - ETA: 22:41 - loss: 627.1809 - logits_profile_predictions_loss: 621.6232 - logcount_predictions_loss: 0.3213 11/2420 [..............................] - ETA: 22:40 - loss: 626.9592 - logits_profile_predictions_loss: 621.4026 - logcount_predictions_loss: 0.3212 12/2420 [..............................] - ETA: 22:40 - loss: 626.7909 - logits_profile_predictions_loss: 621.2457 - logcount_predictions_loss: 0.3205 13/2420 [..............................] - ETA: 22:39 - loss: 627.1792 - logits_profile_predictions_loss: 621.6456 - logcount_predictions_loss: 0.3199 14/2420 [..............................] - ETA: 22:39 - loss: 627.5020 - logits_profile_predictions_loss: 621.9778 - logcount_predictions_loss: 0.3193 15/2420 [..............................] - ETA: 22:38 - loss: 627.3161 - logits_profile_predictions_loss: 621.8043 - logcount_predictions_loss: 0.3186 16/2420 [..............................] - ETA: 22:37 - loss: 626.9547 - logits_profile_predictions_loss: 621.4521 - logcount_predictions_loss: 0.3181 17/2420 [..............................] - ETA: 22:37 - loss: 626.4371 - logits_profile_predictions_loss: 620.9467 - logcount_predictions_loss: 0.3174 18/2420 [..............................] - ETA: 22:36 - loss: 625.8160 - logits_profile_predictions_loss: 620.3266 - logcount_predictions_loss: 0.3173 19/2420 [..............................] - ETA: 22:36 - loss: 625.3018 - logits_profile_predictions_loss: 619.8121 - logcount_predictions_loss: 0.3173 20/2420 [..............................] - ETA: 22:35 - loss: 624.8974 - logits_profile_predictions_loss: 619.4091 - logcount_predictions_loss: 0.3172 21/2420 [..............................] - ETA: 22:35 - loss: 624.5570 - logits_profile_predictions_loss: 619.0735 - logcount_predictions_loss: 0.3170 22/2420 [..............................] - ETA: 22:34 - loss: 624.2726 - logits_profile_predictions_loss: 618.7955 - logcount_predictions_loss: 0.3166 23/2420 [..............................] - ETA: 22:34 - loss: 623.9974 - logits_profile_predictions_loss: 618.5286 - logcount_predictions_loss: 0.3161 24/2420 [..............................] - ETA: 22:33 - loss: 623.8803 - logits_profile_predictions_loss: 618.4213 - logcount_predictions_loss: 0.3156 25/2420 [..............................] - ETA: 22:32 - loss: 623.8435 - logits_profile_predictions_loss: 618.3904 - logcount_predictions_loss: 0.3152 26/2420 [..............................] - ETA: 22:32 - loss: 623.8188 - logits_profile_predictions_loss: 618.3681 - logcount_predictions_loss: 0.3151 27/2420 [..............................] - ETA: 22:31 - loss: 623.7482 - logits_profile_predictions_loss: 618.2989 - logcount_predictions_loss: 0.3150 28/2420 [..............................] - ETA: 22:31 - loss: 623.7503 - logits_profile_predictions_loss: 618.3020 - logcount_predictions_loss: 0.3149 29/2420 [..............................] - ETA: 22:30 - loss: 623.8313 - logits_profile_predictions_loss: 618.3847 - logcount_predictions_loss: 0.3148 30/2420 [..............................] - ETA: 22:30 - loss: 623.8990 - logits_profile_predictions_loss: 618.4525 - logcount_predictions_loss: 0.3148 31/2420 [..............................] - ETA: 22:29 - loss: 623.8817 - logits_profile_predictions_loss: 618.4363 - logcount_predictions_loss: 0.3148 32/2420 [..............................] - ETA: 22:28 - loss: 623.9035 - logits_profile_predictions_loss: 618.4610 - logcount_predictions_loss: 0.3146 33/2420 [..............................] - ETA: 22:28 - loss: 623.8521 - logits_profile_predictions_loss: 618.4128 - logcount_predictions_loss: 0.3144 34/2420 [..............................] - ETA: 22:27 - loss: 623.7705 - logits_profile_predictions_loss: 618.3338 - logcount_predictions_loss: 0.3143 35/2420 [..............................] - ETA: 22:27 - loss: 623.6752 - logits_profile_predictions_loss: 618.2412 - logcount_predictions_loss: 0.3141 36/2420 [..............................] - ETA: 22:26 - loss: 623.6486 - logits_profile_predictions_loss: 618.2165 - logcount_predictions_loss: 0.3140 37/2420 [..............................] - ETA: 22:26 - loss: 623.6722 - logits_profile_predictions_loss: 618.2412 - logcount_predictions_loss: 0.3139 38/2420 [..............................] - ETA: 22:25 - loss: 623.6948 - logits_profile_predictions_loss: 618.2649 - logcount_predictions_loss: 0.3139 39/2420 [..............................] - ETA: 22:25 - loss: 623.6970 - logits_profile_predictions_loss: 618.2692 - logcount_predictions_loss: 0.3138 40/2420 [..............................] - ETA: 22:24 - loss: 623.6830 - logits_profile_predictions_loss: 618.2579 - logcount_predictions_loss: 0.3136 41/2420 [..............................] - ETA: 22:23 - loss: 623.6415 - logits_profile_predictions_loss: 618.2191 - logcount_predictions_loss: 0.3134 42/2420 [..............................] - ETA: 22:23 - loss: 623.6302 - logits_profile_predictions_loss: 618.2103 - logcount_predictions_loss: 0.3133 43/2420 [..............................] - ETA: 22:22 - loss: 623.6778 - logits_profile_predictions_loss: 618.2593 - logcount_predictions_loss: 0.3132 44/2420 [..............................] - ETA: 22:22 - loss: 623.7286 - logits_profile_predictions_loss: 618.3119 - logcount_predictions_loss: 0.3131 45/2420 [..............................] - ETA: 22:21 - loss: 623.8123 - logits_profile_predictions_loss: 618.3976 - logcount_predictions_loss: 0.3130 46/2420 [..............................] - ETA: 22:21 - loss: 623.8783 - logits_profile_predictions_loss: 618.4649 - logcount_predictions_loss: 0.3129 47/2420 [..............................] - ETA: 22:20 - loss: 623.9290 - logits_profile_predictions_loss: 618.5168 - logcount_predictions_loss: 0.3128 48/2420 [..............................] - ETA: 22:19 - loss: 623.9551 - logits_profile_predictions_loss: 618.5435 - logcount_predictions_loss: 0.3128 49/2420 [..............................] - ETA: 22:19 - loss: 623.9523 - logits_profile_predictions_loss: 618.5414 - logcount_predictions_loss: 0.3128 50/2420 [..............................] - ETA: 22:18 - loss: 623.9549 - logits_profile_predictions_loss: 618.5439 - logcount_predictions_loss: 0.3128 51/2420 [..............................] - ETA: 22:18 - loss: 623.9483 - logits_profile_predictions_loss: 618.5366 - logcount_predictions_loss: 0.3128 52/2420 [..............................] - ETA: 22:17 - loss: 623.9637 - logits_profile_predictions_loss: 618.5501 - logcount_predictions_loss: 0.3129 53/2420 [..............................] - ETA: 22:17 - loss: 623.9965 - logits_profile_predictions_loss: 618.5810 - logcount_predictions_loss: 0.3130 54/2420 [..............................] - ETA: 22:16 - loss: 624.0499 - logits_profile_predictions_loss: 618.6328 - logcount_predictions_loss: 0.3131 55/2420 [..............................] - ETA: 22:15 - loss: 624.0816 - logits_profile_predictions_loss: 618.6632 - logcount_predictions_loss: 0.3132 56/2420 [..............................] - ETA: 22:15 - loss: 624.0878 - logits_profile_predictions_loss: 618.6686 - logcount_predictions_loss: 0.3133 57/2420 [..............................] - ETA: 22:14 - loss: 624.0871 - logits_profile_predictions_loss: 618.6657 - logcount_predictions_loss: 0.3134 58/2420 [..............................] - ETA: 22:14 - loss: 624.0729 - logits_profile_predictions_loss: 618.6494 - logcount_predictions_loss: 0.3135 59/2420 [..............................] - ETA: 22:13 - loss: 624.0507 - logits_profile_predictions_loss: 618.6252 - logcount_predictions_loss: 0.3136 60/2420 [..............................] - ETA: 22:13 - loss: 624.0018 - logits_profile_predictions_loss: 618.5747 - logcount_predictions_loss: 0.3137 61/2420 [..............................] - ETA: 22:12 - loss: 623.9453 - logits_profile_predictions_loss: 618.5161 - logcount_predictions_loss: 0.3138 62/2420 [..............................] - ETA: 22:12 - loss: 623.8760 - logits_profile_predictions_loss: 618.4449 - logcount_predictions_loss: 0.3139 63/2420 [..............................] - ETA: 22:11 - loss: 623.7992 - logits_profile_predictions_loss: 618.3661 - logcount_predictions_loss: 0.3141 64/2420 [..............................] - ETA: 22:10 - loss: 623.7167 - logits_profile_predictions_loss: 618.2819 - logcount_predictions_loss: 0.3142 65/2420 [..............................] - ETA: 22:10 - loss: 623.6428 - logits_profile_predictions_loss: 618.2063 - logcount_predictions_loss: 0.3143 66/2420 [..............................] - ETA: 22:09 - loss: 623.5591 - logits_profile_predictions_loss: 618.1211 - logcount_predictions_loss: 0.3143 67/2420 [..............................] - ETA: 22:09 - loss: 623.4610 - logits_profile_predictions_loss: 618.0216 - logcount_predictions_loss: 0.3144 68/2420 [..............................] - ETA: 22:08 - loss: 623.3723 - logits_profile_predictions_loss: 617.9318 - logcount_predictions_loss: 0.3145 69/2420 [..............................] - ETA: 22:08 - loss: 623.2885 - logits_profile_predictions_loss: 617.8471 - logcount_predictions_loss: 0.3145 70/2420 [..............................] - ETA: 22:07 - loss: 623.1879 - logits_profile_predictions_loss: 617.7455 - logcount_predictions_loss: 0.3146 71/2420 [..............................] - ETA: 22:07 - loss: 623.0848 - logits_profile_predictions_loss: 617.6412 - logcount_predictions_loss: 0.3147 72/2420 [..............................] - ETA: 22:06 - loss: 622.9756 - logits_profile_predictions_loss: 617.5310 - logcount_predictions_loss: 0.3147 73/2420 [..............................] - ETA: 22:05 - loss: 622.8707 - logits_profile_predictions_loss: 617.4249 - logcount_predictions_loss: 0.3148 74/2420 [..............................] - ETA: 22:05 - loss: 622.7597 - logits_profile_predictions_loss: 617.3127 - logcount_predictions_loss: 0.3149 75/2420 [..............................] - ETA: 22:04 - loss: 622.6549 - logits_profile_predictions_loss: 617.2070 - logcount_predictions_loss: 0.3149 76/2420 [..............................] - ETA: 22:04 - loss: 622.5516 - logits_profile_predictions_loss: 617.1030 - logcount_predictions_loss: 0.3150 77/2420 [..............................] - ETA: 22:03 - loss: 622.4584 - logits_profile_predictions_loss: 617.0092 - logcount_predictions_loss: 0.3150 78/2420 [..............................] - ETA: 22:03 - loss: 622.3706 - logits_profile_predictions_loss: 616.9207 - logcount_predictions_loss: 0.3150 79/2420 [..............................] - ETA: 22:02 - loss: 622.2830 - logits_profile_predictions_loss: 616.8326 - logcount_predictions_loss: 0.3151 80/2420 [..............................] - ETA: 22:01 - loss: 622.1869 - logits_profile_predictions_loss: 616.7359 - logcount_predictions_loss: 0.3151 81/2420 [>.............................] - ETA: 22:01 - loss: 622.0810 - logits_profile_predictions_loss: 616.6296 - logcount_predictions_loss: 0.3151 82/2420 [>.............................] - ETA: 22:00 - loss: 621.9695 - logits_profile_predictions_loss: 616.5176 - logcount_predictions_loss: 0.3151 83/2420 [>.............................] - ETA: 22:00 - loss: 621.8509 - logits_profile_predictions_loss: 616.3985 - logcount_predictions_loss: 0.3152 84/2420 [>.............................] - ETA: 21:59 - loss: 621.7442 - logits_profile_predictions_loss: 616.2908 - logcount_predictions_loss: 0.3152 85/2420 [>.............................] - ETA: 21:59 - loss: 621.6198 - logits_profile_predictions_loss: 616.1654 - logcount_predictions_loss: 0.3153 86/2420 [>.............................] - ETA: 21:58 - loss: 621.5093 - logits_profile_predictions_loss: 616.0541 - logcount_predictions_loss: 0.3153 87/2420 [>.............................] - ETA: 21:58 - loss: 621.3998 - logits_profile_predictions_loss: 615.9437 - logcount_predictions_loss: 0.3154 88/2420 [>.............................] - ETA: 21:57 - loss: 621.2761 - logits_profile_predictions_loss: 615.8191 - logcount_predictions_loss: 0.3154 89/2420 [>.............................] - ETA: 21:56 - loss: 621.1690 - logits_profile_predictions_loss: 615.7111 - logcount_predictions_loss: 0.3155 90/2420 [>.............................] - ETA: 21:56 - loss: 621.0602 - logits_profile_predictions_loss: 615.6014 - logcount_predictions_loss: 0.3155 91/2420 [>.............................] - ETA: 21:55 - loss: 620.9613 - logits_profile_predictions_loss: 615.5016 - logcount_predictions_loss: 0.3156 92/2420 [>.............................] - ETA: 21:55 - loss: 620.8673 - logits_profile_predictions_loss: 615.4070 - logcount_predictions_loss: 0.3156 93/2420 [>.............................] - ETA: 21:54 - loss: 620.7819 - logits_profile_predictions_loss: 615.3210 - logcount_predictions_loss: 0.3157 94/2420 [>.............................] - ETA: 21:54 - loss: 620.6923 - logits_profile_predictions_loss: 615.2309 - logcount_predictions_loss: 0.3157 95/2420 [>.............................] - ETA: 21:53 - loss: 620.6124 - logits_profile_predictions_loss: 615.1506 - logcount_predictions_loss: 0.3157 96/2420 [>.............................] - ETA: 21:52 - loss: 620.5367 - logits_profile_predictions_loss: 615.0746 - logcount_predictions_loss: 0.3157 97/2420 [>.............................] - ETA: 21:52 - loss: 620.4567 - logits_profile_predictions_loss: 614.9943 - logcount_predictions_loss: 0.3158 98/2420 [>.............................] - ETA: 21:51 - loss: 620.3702 - logits_profile_predictions_loss: 614.9077 - logcount_predictions_loss: 0.3158 99/2420 [>.............................] - ETA: 21:51 - loss: 620.2934 - logits_profile_predictions_loss: 614.8306 - logcount_predictions_loss: 0.3158 100/2420 [>.............................] - ETA: 21:50 - loss: 620.2080 - logits_profile_predictions_loss: 614.7449 - logcount_predictions_loss: 0.3158 101/2420 [>.............................] - ETA: 21:50 - loss: 620.1333 - logits_profile_predictions_loss: 614.6698 - logcount_predictions_loss: 0.3158 102/2420 [>.............................] - ETA: 21:49 - loss: 620.0569 - logits_profile_predictions_loss: 614.5932 - logcount_predictions_loss: 0.3158 103/2420 [>.............................] - ETA: 21:48 - loss: 619.9750 - logits_profile_predictions_loss: 614.5109 - logcount_predictions_loss: 0.3159 104/2420 [>.............................] - ETA: 21:48 - loss: 619.9010 - logits_profile_predictions_loss: 614.4365 - logcount_predictions_loss: 0.3159 105/2420 [>.............................] - ETA: 21:47 - loss: 619.8291 - logits_profile_predictions_loss: 614.3642 - logcount_predictions_loss: 0.3159 106/2420 [>.............................] - ETA: 21:47 - loss: 619.7655 - logits_profile_predictions_loss: 614.3005 - logcount_predictions_loss: 0.3159 107/2420 [>.............................] - ETA: 21:46 - loss: 619.7066 - logits_profile_predictions_loss: 614.2415 - logcount_predictions_loss: 0.3159 108/2420 [>.............................] - ETA: 21:46 - loss: 619.6451 - logits_profile_predictions_loss: 614.1801 - logcount_predictions_loss: 0.3159 109/2420 [>.............................] - ETA: 21:45 - loss: 619.5912 - logits_profile_predictions_loss: 614.1263 - logcount_predictions_loss: 0.3159 110/2420 [>.............................] - ETA: 21:44 - loss: 619.5421 - logits_profile_predictions_loss: 614.0773 - logcount_predictions_loss: 0.3159 111/2420 [>.............................] - ETA: 21:44 - loss: 619.4957 - logits_profile_predictions_loss: 614.0310 - logcount_predictions_loss: 0.3159 112/2420 [>.............................] - ETA: 21:43 - loss: 619.4492 - logits_profile_predictions_loss: 613.9845 - logcount_predictions_loss: 0.3159 113/2420 [>.............................] - ETA: 21:43 - loss: 619.4053 - logits_profile_predictions_loss: 613.9405 - logcount_predictions_loss: 0.3159 114/2420 [>.............................] - ETA: 21:42 - loss: 619.3533 - logits_profile_predictions_loss: 613.8884 - logcount_predictions_loss: 0.3159 115/2420 [>.............................] - ETA: 21:42 - loss: 619.2983 - logits_profile_predictions_loss: 613.8333 - logcount_predictions_loss: 0.3159 116/2420 [>.............................] - ETA: 21:41 - loss: 619.2405 - logits_profile_predictions_loss: 613.7755 - logcount_predictions_loss: 0.3159 117/2420 [>.............................] - ETA: 21:41 - loss: 619.1810 - logits_profile_predictions_loss: 613.7161 - logcount_predictions_loss: 0.3159 118/2420 [>.............................] - ETA: 21:40 - loss: 619.1248 - logits_profile_predictions_loss: 613.6599 - logcount_predictions_loss: 0.3159 119/2420 [>.............................] - ETA: 21:39 - loss: 619.0688 - logits_profile_predictions_loss: 613.6039 - logcount_predictions_loss: 0.3159 120/2420 [>.............................] - ETA: 21:39 - loss: 619.0131 - logits_profile_predictions_loss: 613.5483 - logcount_predictions_loss: 0.3159 121/2420 [>.............................] - ETA: 21:38 - loss: 618.9556 - logits_profile_predictions_loss: 613.4907 - logcount_predictions_loss: 0.3159 122/2420 [>.............................] - ETA: 21:38 - loss: 618.8942 - logits_profile_predictions_loss: 613.4293 - logcount_predictions_loss: 0.3159 123/2420 [>.............................] - ETA: 21:37 - loss: 618.8356 - logits_profile_predictions_loss: 613.3709 - logcount_predictions_loss: 0.3159 124/2420 [>.............................] - ETA: 21:37 - loss: 618.7793 - logits_profile_predictions_loss: 613.3146 - logcount_predictions_loss: 0.3159 125/2420 [>.............................] - ETA: 21:36 - loss: 618.7215 - logits_profile_predictions_loss: 613.2568 - logcount_predictions_loss: 0.3159 126/2420 [>.............................] - ETA: 21:35 - loss: 618.6595 - logits_profile_predictions_loss: 613.1948 - logcount_predictions_loss: 0.3159 127/2420 [>.............................] - ETA: 21:35 - loss: 618.6039 - logits_profile_predictions_loss: 613.1393 - logcount_predictions_loss: 0.3159 128/2420 [>.............................] - ETA: 21:34 - loss: 618.5473 - logits_profile_predictions_loss: 613.0828 - logcount_predictions_loss: 0.3159 129/2420 [>.............................] - ETA: 21:34 - loss: 618.4899 - logits_profile_predictions_loss: 613.0255 - logcount_predictions_loss: 0.3159 130/2420 [>.............................] - ETA: 21:33 - loss: 618.4270 - logits_profile_predictions_loss: 612.9629 - logcount_predictions_loss: 0.3159 131/2420 [>.............................] - ETA: 21:33 - loss: 618.3664 - logits_profile_predictions_loss: 612.9025 - logcount_predictions_loss: 0.3158 132/2420 [>.............................] - ETA: 21:32 - loss: 618.3107 - logits_profile_predictions_loss: 612.8471 - logcount_predictions_loss: 0.3158 133/2420 [>.............................] - ETA: 21:32 - loss: 618.2593 - logits_profile_predictions_loss: 612.7958 - logcount_predictions_loss: 0.3158 134/2420 [>.............................] - ETA: 21:31 - loss: 618.2126 - logits_profile_predictions_loss: 612.7493 - logcount_predictions_loss: 0.3158 135/2420 [>.............................] - ETA: 21:30 - loss: 618.1672 - logits_profile_predictions_loss: 612.7041 - logcount_predictions_loss: 0.3158 136/2420 [>.............................] - ETA: 21:30 - loss: 618.1209 - 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[============================>.] - ETA: 37s - loss: 609.3585 - logits_profile_predictions_loss: 604.0181 - logcount_predictions_loss: 0.3087 2354/2420 [============================>.] - ETA: 37s - loss: 609.3572 - logits_profile_predictions_loss: 604.0168 - logcount_predictions_loss: 0.3087 2355/2420 [============================>.] - ETA: 36s - loss: 609.3560 - logits_profile_predictions_loss: 604.0155 - logcount_predictions_loss: 0.3087 2356/2420 [============================>.] - ETA: 36s - loss: 609.3547 - logits_profile_predictions_loss: 604.0143 - logcount_predictions_loss: 0.3087 2357/2420 [============================>.] - ETA: 35s - loss: 609.3533 - logits_profile_predictions_loss: 604.0130 - logcount_predictions_loss: 0.3087 2358/2420 [============================>.] - ETA: 35s - loss: 609.3520 - logits_profile_predictions_loss: 604.0117 - logcount_predictions_loss: 0.3087 2359/2420 [============================>.] - ETA: 34s - loss: 609.3508 - logits_profile_predictions_loss: 604.0104 - logcount_predictions_loss: 0.3087 2360/2420 [============================>.] - ETA: 33s - loss: 609.3494 - logits_profile_predictions_loss: 604.0091 - logcount_predictions_loss: 0.3087 2361/2420 [============================>.] - ETA: 33s - loss: 609.3481 - logits_profile_predictions_loss: 604.0078 - logcount_predictions_loss: 0.3087 2362/2420 [============================>.] - ETA: 32s - loss: 609.3468 - logits_profile_predictions_loss: 604.0065 - logcount_predictions_loss: 0.3087 2363/2420 [============================>.] - ETA: 32s - loss: 609.3455 - logits_profile_predictions_loss: 604.0053 - logcount_predictions_loss: 0.3087 2364/2420 [============================>.] - ETA: 31s - loss: 609.3442 - logits_profile_predictions_loss: 604.0040 - logcount_predictions_loss: 0.3087 2365/2420 [============================>.] - ETA: 31s - loss: 609.3430 - logits_profile_predictions_loss: 604.0027 - logcount_predictions_loss: 0.3087 2366/2420 [============================>.] - ETA: 30s - loss: 609.3417 - logits_profile_predictions_loss: 604.0014 - logcount_predictions_loss: 0.3087 2367/2420 [============================>.] - ETA: 29s - loss: 609.3404 - logits_profile_predictions_loss: 604.0002 - logcount_predictions_loss: 0.3087 2368/2420 [============================>.] - ETA: 29s - loss: 609.3391 - logits_profile_predictions_loss: 603.9989 - logcount_predictions_loss: 0.3087 2369/2420 [============================>.] - ETA: 28s - loss: 609.3378 - logits_profile_predictions_loss: 603.9976 - logcount_predictions_loss: 0.3087 2370/2420 [============================>.] - ETA: 28s - loss: 609.3365 - logits_profile_predictions_loss: 603.9964 - logcount_predictions_loss: 0.3087 2371/2420 [============================>.] - ETA: 27s - loss: 609.3353 - logits_profile_predictions_loss: 603.9951 - logcount_predictions_loss: 0.3087 2372/2420 [============================>.] - ETA: 27s - loss: 609.3340 - logits_profile_predictions_loss: 603.9938 - logcount_predictions_loss: 0.3087 2373/2420 [============================>.] - ETA: 26s - loss: 609.3327 - logits_profile_predictions_loss: 603.9926 - logcount_predictions_loss: 0.3087 2374/2420 [============================>.] - ETA: 25s - loss: 609.3315 - logits_profile_predictions_loss: 603.9914 - logcount_predictions_loss: 0.3087 2375/2420 [============================>.] - ETA: 25s - loss: 609.3302 - logits_profile_predictions_loss: 603.9901 - logcount_predictions_loss: 0.3087 2376/2420 [============================>.] - ETA: 24s - loss: 609.3290 - logits_profile_predictions_loss: 603.9889 - logcount_predictions_loss: 0.3087 2377/2420 [============================>.] - ETA: 24s - loss: 609.3277 - logits_profile_predictions_loss: 603.9877 - logcount_predictions_loss: 0.3087 2378/2420 [============================>.] - ETA: 23s - loss: 609.3265 - logits_profile_predictions_loss: 603.9864 - logcount_predictions_loss: 0.3087 2379/2420 [============================>.] - ETA: 23s - loss: 609.3252 - logits_profile_predictions_loss: 603.9852 - logcount_predictions_loss: 0.3087 2380/2420 [============================>.] - ETA: 22s - loss: 609.3240 - logits_profile_predictions_loss: 603.9840 - logcount_predictions_loss: 0.3087 2381/2420 [============================>.] - ETA: 22s - loss: 609.3227 - logits_profile_predictions_loss: 603.9827 - logcount_predictions_loss: 0.3087 2382/2420 [============================>.] - ETA: 21s - loss: 609.3215 - logits_profile_predictions_loss: 603.9815 - logcount_predictions_loss: 0.3087 2383/2420 [============================>.] - ETA: 20s - loss: 609.3202 - logits_profile_predictions_loss: 603.9802 - logcount_predictions_loss: 0.3087 2384/2420 [============================>.] - ETA: 20s - loss: 609.3190 - logits_profile_predictions_loss: 603.9790 - logcount_predictions_loss: 0.3087 2385/2420 [============================>.] - ETA: 19s - loss: 609.3178 - logits_profile_predictions_loss: 603.9778 - logcount_predictions_loss: 0.3087 2386/2420 [============================>.] - ETA: 19s - loss: 609.3165 - logits_profile_predictions_loss: 603.9766 - logcount_predictions_loss: 0.3087 2387/2420 [============================>.] - ETA: 18s - loss: 609.3153 - logits_profile_predictions_loss: 603.9754 - logcount_predictions_loss: 0.3087 2388/2420 [============================>.] - ETA: 18s - loss: 609.3141 - logits_profile_predictions_loss: 603.9742 - logcount_predictions_loss: 0.3087 2389/2420 [============================>.] - ETA: 17s - loss: 609.3129 - logits_profile_predictions_loss: 603.9731 - logcount_predictions_loss: 0.3087 2390/2420 [============================>.] - ETA: 16s - loss: 609.3118 - logits_profile_predictions_loss: 603.9719 - logcount_predictions_loss: 0.3087 2391/2420 [============================>.] - ETA: 16s - loss: 609.3106 - logits_profile_predictions_loss: 603.9707 - logcount_predictions_loss: 0.3087 2392/2420 [============================>.] - ETA: 15s - loss: 609.3094 - logits_profile_predictions_loss: 603.9696 - logcount_predictions_loss: 0.3087 2393/2420 [============================>.] - ETA: 15s - loss: 609.3083 - logits_profile_predictions_loss: 603.9684 - logcount_predictions_loss: 0.3087 2394/2420 [============================>.] - ETA: 14s - loss: 609.3071 - logits_profile_predictions_loss: 603.9673 - logcount_predictions_loss: 0.3087 2395/2420 [============================>.] - ETA: 14s - loss: 609.3059 - logits_profile_predictions_loss: 603.9661 - logcount_predictions_loss: 0.3087 2396/2420 [============================>.] - ETA: 13s - loss: 609.3047 - logits_profile_predictions_loss: 603.9649 - logcount_predictions_loss: 0.3087 2397/2420 [============================>.] - ETA: 12s - loss: 609.3035 - logits_profile_predictions_loss: 603.9637 - logcount_predictions_loss: 0.3087 2398/2420 [============================>.] - ETA: 12s - loss: 609.3023 - logits_profile_predictions_loss: 603.9626 - logcount_predictions_loss: 0.3087 2399/2420 [============================>.] - ETA: 11s - loss: 609.3011 - logits_profile_predictions_loss: 603.9614 - logcount_predictions_loss: 0.3087 2400/2420 [============================>.] - ETA: 11s - loss: 609.2999 - logits_profile_predictions_loss: 603.9602 - logcount_predictions_loss: 0.3087 2401/2420 [============================>.] - ETA: 10s - loss: 609.2987 - logits_profile_predictions_loss: 603.9590 - logcount_predictions_loss: 0.3087 2402/2420 [============================>.] - ETA: 10s - loss: 609.2975 - logits_profile_predictions_loss: 603.9579 - logcount_predictions_loss: 0.3086 2403/2420 [============================>.] - ETA: 9s - loss: 609.2963 - logits_profile_predictions_loss: 603.9567 - logcount_predictions_loss: 0.3086  2404/2420 [============================>.] - ETA: 9s - loss: 609.2951 - logits_profile_predictions_loss: 603.9555 - logcount_predictions_loss: 0.3086 2405/2420 [============================>.] - ETA: 8s - loss: 609.2939 - logits_profile_predictions_loss: 603.9543 - logcount_predictions_loss: 0.3086 2406/2420 [============================>.] - ETA: 7s - loss: 609.2927 - logits_profile_predictions_loss: 603.9531 - logcount_predictions_loss: 0.3086 2407/2420 [============================>.] - ETA: 7s - loss: 609.2915 - logits_profile_predictions_loss: 603.9520 - logcount_predictions_loss: 0.3086 2408/2420 [============================>.] - ETA: 6s - loss: 609.2903 - logits_profile_predictions_loss: 603.9508 - logcount_predictions_loss: 0.3086 2409/2420 [============================>.] - ETA: 6s - loss: 609.2891 - logits_profile_predictions_loss: 603.9496 - logcount_predictions_loss: 0.3086 2410/2420 [============================>.] - ETA: 5s - loss: 609.2879 - logits_profile_predictions_loss: 603.9484 - logcount_predictions_loss: 0.3086 2411/2420 [============================>.] - ETA: 5s - loss: 609.2867 - logits_profile_predictions_loss: 603.9472 - logcount_predictions_loss: 0.3086 2412/2420 [============================>.] - ETA: 4s - loss: 609.2855 - logits_profile_predictions_loss: 603.9460 - logcount_predictions_loss: 0.3086 2413/2420 [============================>.] - ETA: 3s - loss: 609.2843 - logits_profile_predictions_loss: 603.9448 - logcount_predictions_loss: 0.3086 2414/2420 [============================>.] - ETA: 3s - loss: 609.2831 - logits_profile_predictions_loss: 603.9437 - logcount_predictions_loss: 0.3086 2415/2420 [============================>.] - ETA: 2s - loss: 609.2820 - logits_profile_predictions_loss: 603.9425 - logcount_predictions_loss: 0.3086 2416/2420 [============================>.] - ETA: 2s - loss: 609.2808 - logits_profile_predictions_loss: 603.9413 - logcount_predictions_loss: 0.3086 2417/2420 [============================>.] - ETA: 1s - loss: 609.2796 - logits_profile_predictions_loss: 603.9402 - logcount_predictions_loss: 0.3086 2418/2420 [============================>.] - ETA: 1s - loss: 609.2784 - logits_profile_predictions_loss: 603.9390 - logcount_predictions_loss: 0.3086 2419/2420 [============================>.] - ETA: 0s - loss: 609.2772 - logits_profile_predictions_loss: 603.9379 - logcount_predictions_loss: 0.3086 2420/2420 [==============================] - ETA: 0s - loss: 609.2761 - logits_profile_predictions_loss: 603.9367 - logcount_predictions_loss: 0.3086 2420/2420 [==============================] - 1419s 586ms/step - loss: 609.2749 - logits_profile_predictions_loss: 603.9356 - logcount_predictions_loss: 0.3086 - val_loss: 605.0196 - val_logits_profile_predictions_loss: 600.4169 - val_logcount_predictions_loss: 0.2660 Epoch 00005: val_loss did not improve from 602.33691 Epoch 6/50 1/2420 [..............................] - ETA: 23:33 - loss: 580.2485 - logits_profile_predictions_loss: 573.7632 - logcount_predictions_loss: 0.3749 2/2420 [..............................] - ETA: 22:46 - loss: 600.1421 - logits_profile_predictions_loss: 593.5986 - logcount_predictions_loss: 0.3782 3/2420 [..............................] - ETA: 22:45 - loss: 599.5714 - logits_profile_predictions_loss: 593.0511 - logcount_predictions_loss: 0.3769 4/2420 [..............................] - ETA: 22:43 - loss: 596.2782 - logits_profile_predictions_loss: 589.8365 - logcount_predictions_loss: 0.3724 5/2420 [..............................] - ETA: 22:42 - loss: 597.5679 - logits_profile_predictions_loss: 591.2447 - logcount_predictions_loss: 0.3655 6/2420 [..............................] - ETA: 22:42 - loss: 598.8822 - logits_profile_predictions_loss: 592.5955 - logcount_predictions_loss: 0.3634 7/2420 [..............................] - ETA: 22:41 - loss: 598.1370 - logits_profile_predictions_loss: 591.9285 - logcount_predictions_loss: 0.3589 8/2420 [..............................] - ETA: 22:41 - loss: 597.7172 - logits_profile_predictions_loss: 591.5719 - logcount_predictions_loss: 0.3552 9/2420 [..............................] - ETA: 22:40 - loss: 597.7286 - logits_profile_predictions_loss: 591.6177 - logcount_predictions_loss: 0.3532 10/2420 [..............................] - ETA: 22:40 - loss: 598.2733 - logits_profile_predictions_loss: 592.1810 - logcount_predictions_loss: 0.3522 11/2420 [..............................] - ETA: 22:39 - loss: 598.8259 - logits_profile_predictions_loss: 592.7631 - logcount_predictions_loss: 0.3505 12/2420 [..............................] - ETA: 22:39 - loss: 599.3182 - logits_profile_predictions_loss: 593.2904 - logcount_predictions_loss: 0.3484 13/2420 [..............................] - ETA: 22:38 - loss: 599.7839 - logits_profile_predictions_loss: 593.7834 - logcount_predictions_loss: 0.3468 14/2420 [..............................] - ETA: 22:38 - loss: 599.6702 - logits_profile_predictions_loss: 593.7047 - logcount_predictions_loss: 0.3448 15/2420 [..............................] - ETA: 22:37 - loss: 599.6542 - logits_profile_predictions_loss: 593.7236 - logcount_predictions_loss: 0.3428 16/2420 [..............................] - ETA: 22:37 - loss: 599.8694 - logits_profile_predictions_loss: 593.9693 - logcount_predictions_loss: 0.3410 17/2420 [..............................] - ETA: 22:36 - loss: 599.9577 - logits_profile_predictions_loss: 594.0922 - logcount_predictions_loss: 0.3390 18/2420 [..............................] - ETA: 22:36 - loss: 600.2025 - logits_profile_predictions_loss: 594.3668 - logcount_predictions_loss: 0.3373 19/2420 [..............................] - ETA: 22:35 - loss: 600.2113 - logits_profile_predictions_loss: 594.4043 - logcount_predictions_loss: 0.3357 20/2420 [..............................] - ETA: 22:35 - loss: 600.1075 - logits_profile_predictions_loss: 594.3270 - logcount_predictions_loss: 0.3341 21/2420 [..............................] - ETA: 22:34 - loss: 600.0289 - logits_profile_predictions_loss: 594.2762 - logcount_predictions_loss: 0.3325 22/2420 [..............................] - ETA: 22:33 - loss: 599.8886 - logits_profile_predictions_loss: 594.1626 - logcount_predictions_loss: 0.3310 23/2420 [..............................] - ETA: 22:33 - loss: 599.5849 - logits_profile_predictions_loss: 593.8807 - logcount_predictions_loss: 0.3297 24/2420 [..............................] - ETA: 22:32 - loss: 599.2217 - logits_profile_predictions_loss: 593.5401 - logcount_predictions_loss: 0.3284 25/2420 [..............................] - ETA: 22:32 - loss: 598.8887 - logits_profile_predictions_loss: 593.2269 - logcount_predictions_loss: 0.3273 26/2420 [..............................] - ETA: 22:31 - loss: 598.6929 - logits_profile_predictions_loss: 593.0474 - logcount_predictions_loss: 0.3263 27/2420 [..............................] - ETA: 22:31 - loss: 598.4133 - logits_profile_predictions_loss: 592.7830 - logcount_predictions_loss: 0.3255 28/2420 [..............................] - ETA: 22:30 - loss: 598.3294 - logits_profile_predictions_loss: 592.7158 - logcount_predictions_loss: 0.3245 29/2420 [..............................] - ETA: 22:29 - loss: 598.3176 - logits_profile_predictions_loss: 592.7211 - logcount_predictions_loss: 0.3235 30/2420 [..............................] - ETA: 22:29 - loss: 598.3761 - logits_profile_predictions_loss: 592.7933 - logcount_predictions_loss: 0.3227 31/2420 [..............................] - ETA: 22:28 - loss: 598.5621 - logits_profile_predictions_loss: 592.9909 - logcount_predictions_loss: 0.3220 32/2420 [..............................] - ETA: 22:28 - loss: 598.7346 - logits_profile_predictions_loss: 593.1753 - logcount_predictions_loss: 0.3213 33/2420 [..............................] - ETA: 22:27 - loss: 598.9486 - logits_profile_predictions_loss: 593.3997 - logcount_predictions_loss: 0.3207 34/2420 [..............................] - ETA: 22:27 - loss: 599.2349 - logits_profile_predictions_loss: 593.6950 - logcount_predictions_loss: 0.3202 35/2420 [..............................] - ETA: 22:26 - loss: 599.5126 - logits_profile_predictions_loss: 593.9830 - logcount_predictions_loss: 0.3196 36/2420 [..............................] - ETA: 22:25 - loss: 599.8342 - logits_profile_predictions_loss: 594.3141 - logcount_predictions_loss: 0.3191 37/2420 [..............................] - ETA: 22:25 - loss: 600.1065 - logits_profile_predictions_loss: 594.5968 - logcount_predictions_loss: 0.3185 38/2420 [..............................] - ETA: 22:24 - loss: 600.3642 - logits_profile_predictions_loss: 594.8641 - logcount_predictions_loss: 0.3179 39/2420 [..............................] - ETA: 22:24 - loss: 600.6167 - logits_profile_predictions_loss: 595.1250 - logcount_predictions_loss: 0.3174 40/2420 [..............................] - ETA: 22:23 - loss: 600.8892 - logits_profile_predictions_loss: 595.4056 - logcount_predictions_loss: 0.3170 41/2420 [..............................] - ETA: 22:23 - loss: 601.1464 - logits_profile_predictions_loss: 595.6708 - logcount_predictions_loss: 0.3165 42/2420 [..............................] - ETA: 22:22 - loss: 601.3300 - logits_profile_predictions_loss: 595.8632 - logcount_predictions_loss: 0.3160 43/2420 [..............................] - ETA: 22:22 - loss: 601.4843 - logits_profile_predictions_loss: 596.0243 - logcount_predictions_loss: 0.3156 44/2420 [..............................] - ETA: 22:21 - loss: 601.6810 - logits_profile_predictions_loss: 596.2277 - logcount_predictions_loss: 0.3152 45/2420 [..............................] - ETA: 22:20 - loss: 601.9029 - logits_profile_predictions_loss: 596.4560 - logcount_predictions_loss: 0.3149 46/2420 [..............................] - ETA: 22:20 - loss: 602.1320 - logits_profile_predictions_loss: 596.6919 - logcount_predictions_loss: 0.3145 47/2420 [..............................] - ETA: 22:19 - loss: 602.4066 - logits_profile_predictions_loss: 596.9707 - logcount_predictions_loss: 0.3142 48/2420 [..............................] - ETA: 22:19 - loss: 602.7007 - logits_profile_predictions_loss: 597.2687 - logcount_predictions_loss: 0.3140 49/2420 [..............................] - ETA: 22:18 - loss: 602.9806 - logits_profile_predictions_loss: 597.5525 - logcount_predictions_loss: 0.3138 50/2420 [..............................] - ETA: 22:18 - loss: 603.2968 - logits_profile_predictions_loss: 597.8723 - logcount_predictions_loss: 0.3136 51/2420 [..............................] - ETA: 22:17 - loss: 603.6116 - logits_profile_predictions_loss: 598.1904 - logcount_predictions_loss: 0.3134 52/2420 [..............................] - ETA: 22:16 - loss: 603.8940 - logits_profile_predictions_loss: 598.4763 - logcount_predictions_loss: 0.3132 53/2420 [..............................] - ETA: 22:16 - loss: 604.1552 - logits_profile_predictions_loss: 598.7408 - logcount_predictions_loss: 0.3130 54/2420 [..............................] - ETA: 22:15 - loss: 604.4054 - logits_profile_predictions_loss: 598.9944 - logcount_predictions_loss: 0.3128 55/2420 [..............................] - ETA: 22:15 - loss: 604.6307 - logits_profile_predictions_loss: 599.2236 - logcount_predictions_loss: 0.3125 56/2420 [..............................] - ETA: 22:14 - loss: 604.8201 - logits_profile_predictions_loss: 599.4162 - logcount_predictions_loss: 0.3124 57/2420 [..............................] - ETA: 22:14 - loss: 604.9987 - logits_profile_predictions_loss: 599.5979 - logcount_predictions_loss: 0.3122 58/2420 [..............................] - ETA: 22:13 - loss: 605.1674 - logits_profile_predictions_loss: 599.7696 - logcount_predictions_loss: 0.3120 59/2420 [..............................] - ETA: 22:13 - loss: 605.3148 - logits_profile_predictions_loss: 599.9199 - logcount_predictions_loss: 0.3118 60/2420 [..............................] - ETA: 22:12 - loss: 605.4533 - logits_profile_predictions_loss: 600.0612 - logcount_predictions_loss: 0.3117 61/2420 [..............................] - ETA: 22:11 - loss: 605.5916 - logits_profile_predictions_loss: 600.2018 - logcount_predictions_loss: 0.3116 62/2420 [..............................] - ETA: 22:11 - loss: 605.7463 - logits_profile_predictions_loss: 600.3589 - logcount_predictions_loss: 0.3114 63/2420 [..............................] - ETA: 22:10 - loss: 605.8897 - logits_profile_predictions_loss: 600.5049 - logcount_predictions_loss: 0.3113 64/2420 [..............................] - ETA: 22:10 - loss: 606.0213 - logits_profile_predictions_loss: 600.6389 - logcount_predictions_loss: 0.3111 65/2420 [..............................] - ETA: 22:09 - loss: 606.1356 - logits_profile_predictions_loss: 600.7558 - logcount_predictions_loss: 0.3110 66/2420 [..............................] - ETA: 22:09 - loss: 606.2416 - logits_profile_predictions_loss: 600.8643 - logcount_predictions_loss: 0.3108 67/2420 [..............................] - ETA: 22:08 - loss: 606.3289 - logits_profile_predictions_loss: 600.9542 - logcount_predictions_loss: 0.3107 68/2420 [..............................] - ETA: 22:08 - loss: 606.4130 - logits_profile_predictions_loss: 601.0409 - logcount_predictions_loss: 0.3105 69/2420 [..............................] - ETA: 22:07 - loss: 606.4776 - logits_profile_predictions_loss: 601.1080 - logcount_predictions_loss: 0.3104 70/2420 [..............................] - ETA: 22:06 - loss: 606.5311 - logits_profile_predictions_loss: 601.1641 - logcount_predictions_loss: 0.3102 71/2420 [..............................] - ETA: 22:06 - loss: 606.5907 - logits_profile_predictions_loss: 601.2261 - logcount_predictions_loss: 0.3101 72/2420 [..............................] - ETA: 22:05 - loss: 606.6596 - logits_profile_predictions_loss: 601.2976 - logcount_predictions_loss: 0.3099 73/2420 [..............................] - ETA: 22:05 - loss: 606.7397 - logits_profile_predictions_loss: 601.3801 - logcount_predictions_loss: 0.3098 74/2420 [..............................] - ETA: 22:04 - loss: 606.8227 - 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[============================>.] - ETA: 28s - loss: 604.6802 - logits_profile_predictions_loss: 599.5885 - logcount_predictions_loss: 0.2943 2370/2420 [============================>.] - ETA: 28s - loss: 604.6801 - logits_profile_predictions_loss: 599.5883 - logcount_predictions_loss: 0.2943 2371/2420 [============================>.] - ETA: 27s - loss: 604.6799 - logits_profile_predictions_loss: 599.5882 - logcount_predictions_loss: 0.2943 2372/2420 [============================>.] - ETA: 27s - loss: 604.6798 - logits_profile_predictions_loss: 599.5880 - logcount_predictions_loss: 0.2943 2373/2420 [============================>.] - ETA: 26s - loss: 604.6796 - logits_profile_predictions_loss: 599.5879 - logcount_predictions_loss: 0.2943 2374/2420 [============================>.] - ETA: 25s - loss: 604.6795 - logits_profile_predictions_loss: 599.5878 - logcount_predictions_loss: 0.2943 2375/2420 [============================>.] - ETA: 25s - loss: 604.6794 - 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[============================>.] - ETA: 21s - loss: 604.6788 - logits_profile_predictions_loss: 599.5871 - logcount_predictions_loss: 0.2943 2383/2420 [============================>.] - ETA: 20s - loss: 604.6787 - logits_profile_predictions_loss: 599.5870 - logcount_predictions_loss: 0.2943 2384/2420 [============================>.] - ETA: 20s - loss: 604.6786 - logits_profile_predictions_loss: 599.5870 - logcount_predictions_loss: 0.2943 2385/2420 [============================>.] - ETA: 19s - loss: 604.6785 - logits_profile_predictions_loss: 599.5869 - logcount_predictions_loss: 0.2943 2386/2420 [============================>.] - ETA: 19s - loss: 604.6784 - logits_profile_predictions_loss: 599.5868 - logcount_predictions_loss: 0.2943 2387/2420 [============================>.] - ETA: 18s - loss: 604.6784 - logits_profile_predictions_loss: 599.5867 - logcount_predictions_loss: 0.2943 2388/2420 [============================>.] - ETA: 18s - loss: 604.6783 - 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[============================>.] - ETA: 14s - loss: 604.6777 - logits_profile_predictions_loss: 599.5861 - logcount_predictions_loss: 0.2943 2396/2420 [============================>.] - ETA: 13s - loss: 604.6776 - logits_profile_predictions_loss: 599.5860 - logcount_predictions_loss: 0.2943 2397/2420 [============================>.] - ETA: 12s - loss: 604.6775 - logits_profile_predictions_loss: 599.5859 - logcount_predictions_loss: 0.2943 2398/2420 [============================>.] - ETA: 12s - loss: 604.6774 - logits_profile_predictions_loss: 599.5858 - logcount_predictions_loss: 0.2943 2399/2420 [============================>.] - ETA: 11s - loss: 604.6773 - logits_profile_predictions_loss: 599.5858 - logcount_predictions_loss: 0.2943 2400/2420 [============================>.] - ETA: 11s - loss: 604.6772 - logits_profile_predictions_loss: 599.5857 - logcount_predictions_loss: 0.2943 2401/2420 [============================>.] - ETA: 10s - loss: 604.6771 - 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[============================>.] - ETA: 6s - loss: 604.6763 - logits_profile_predictions_loss: 599.5848 - logcount_predictions_loss: 0.2943 2409/2420 [============================>.] - ETA: 6s - loss: 604.6762 - logits_profile_predictions_loss: 599.5847 - logcount_predictions_loss: 0.2943 2410/2420 [============================>.] - ETA: 5s - loss: 604.6761 - logits_profile_predictions_loss: 599.5846 - logcount_predictions_loss: 0.2943 2411/2420 [============================>.] - ETA: 5s - loss: 604.6760 - logits_profile_predictions_loss: 599.5845 - logcount_predictions_loss: 0.2943 2412/2420 [============================>.] - ETA: 4s - loss: 604.6759 - logits_profile_predictions_loss: 599.5844 - logcount_predictions_loss: 0.2943 2413/2420 [============================>.] - ETA: 3s - loss: 604.6758 - logits_profile_predictions_loss: 599.5843 - logcount_predictions_loss: 0.2943 2414/2420 [============================>.] - ETA: 3s - loss: 604.6757 - logits_profile_predictions_loss: 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586ms/step - loss: 604.6748 - logits_profile_predictions_loss: 599.5834 - logcount_predictions_loss: 0.2943 - val_loss: 608.8688 - val_logits_profile_predictions_loss: 604.3121 - val_logcount_predictions_loss: 0.2634 Epoch 00006: val_loss did not improve from 602.33691 Epoch 7/50 1/2420 [..............................] - ETA: 23:46 - loss: 584.9871 - logits_profile_predictions_loss: 580.5364 - logcount_predictions_loss: 0.2573 2/2420 [..............................] - ETA: 22:46 - loss: 582.7087 - logits_profile_predictions_loss: 578.2781 - logcount_predictions_loss: 0.2561 3/2420 [..............................] - ETA: 22:45 - loss: 583.8214 - logits_profile_predictions_loss: 579.6129 - logcount_predictions_loss: 0.2433 4/2420 [..............................] - ETA: 22:44 - loss: 590.6233 - logits_profile_predictions_loss: 586.4075 - logcount_predictions_loss: 0.2437 5/2420 [..............................] - ETA: 22:44 - loss: 597.4903 - logits_profile_predictions_loss: 593.2064 - logcount_predictions_loss: 0.2476 6/2420 [..............................] - ETA: 22:43 - loss: 600.9206 - logits_profile_predictions_loss: 596.6072 - logcount_predictions_loss: 0.2493 7/2420 [..............................] - ETA: 22:42 - loss: 602.9710 - logits_profile_predictions_loss: 598.6198 - logcount_predictions_loss: 0.2515 8/2420 [..............................] - ETA: 22:42 - loss: 603.1385 - logits_profile_predictions_loss: 598.7011 - logcount_predictions_loss: 0.2565 9/2420 [..............................] - ETA: 22:41 - loss: 603.2276 - logits_profile_predictions_loss: 598.7485 - logcount_predictions_loss: 0.2589 10/2420 [..............................] - ETA: 22:41 - loss: 603.3733 - logits_profile_predictions_loss: 598.8622 - logcount_predictions_loss: 0.2608 11/2420 [..............................] - ETA: 22:40 - loss: 603.8814 - logits_profile_predictions_loss: 599.3420 - logcount_predictions_loss: 0.2624 12/2420 [..............................] - ETA: 22:40 - loss: 603.9815 - logits_profile_predictions_loss: 599.4100 - logcount_predictions_loss: 0.2642 13/2420 [..............................] - ETA: 22:39 - loss: 603.5452 - logits_profile_predictions_loss: 598.9593 - logcount_predictions_loss: 0.2651 14/2420 [..............................] - ETA: 22:39 - loss: 603.5732 - logits_profile_predictions_loss: 598.9655 - logcount_predictions_loss: 0.2663 15/2420 [..............................] - ETA: 22:38 - loss: 603.3132 - logits_profile_predictions_loss: 598.6968 - logcount_predictions_loss: 0.2668 16/2420 [..............................] - ETA: 22:38 - loss: 603.1763 - logits_profile_predictions_loss: 598.5545 - logcount_predictions_loss: 0.2672 17/2420 [..............................] - ETA: 22:37 - loss: 602.9269 - logits_profile_predictions_loss: 598.2952 - logcount_predictions_loss: 0.2677 18/2420 [..............................] - ETA: 22:36 - loss: 602.7020 - logits_profile_predictions_loss: 598.0628 - logcount_predictions_loss: 0.2682 19/2420 [..............................] - ETA: 22:36 - loss: 602.3555 - logits_profile_predictions_loss: 597.7138 - logcount_predictions_loss: 0.2683 20/2420 [..............................] - ETA: 22:35 - loss: 602.1255 - logits_profile_predictions_loss: 597.4762 - logcount_predictions_loss: 0.2687 21/2420 [..............................] - ETA: 22:35 - loss: 601.8519 - logits_profile_predictions_loss: 597.1983 - logcount_predictions_loss: 0.2690 22/2420 [..............................] - ETA: 22:34 - loss: 601.7489 - logits_profile_predictions_loss: 597.0896 - logcount_predictions_loss: 0.2693 23/2420 [..............................] - ETA: 22:34 - loss: 601.6939 - logits_profile_predictions_loss: 597.0320 - logcount_predictions_loss: 0.2695 24/2420 [..............................] - ETA: 22:33 - loss: 601.7130 - logits_profile_predictions_loss: 597.0478 - logcount_predictions_loss: 0.2697 25/2420 [..............................] - ETA: 22:33 - loss: 601.6448 - logits_profile_predictions_loss: 596.9778 - logcount_predictions_loss: 0.2698 26/2420 [..............................] - ETA: 22:32 - loss: 601.6501 - logits_profile_predictions_loss: 596.9827 - logcount_predictions_loss: 0.2698 27/2420 [..............................] - ETA: 22:31 - loss: 601.7166 - logits_profile_predictions_loss: 597.0504 - logcount_predictions_loss: 0.2697 28/2420 [..............................] - ETA: 22:31 - loss: 601.7618 - logits_profile_predictions_loss: 597.0982 - logcount_predictions_loss: 0.2696 29/2420 [..............................] - ETA: 22:30 - loss: 601.8224 - logits_profile_predictions_loss: 597.1622 - logcount_predictions_loss: 0.2694 30/2420 [..............................] - ETA: 22:30 - loss: 601.7950 - logits_profile_predictions_loss: 597.1383 - logcount_predictions_loss: 0.2692 31/2420 [..............................] - ETA: 22:29 - loss: 601.8617 - logits_profile_predictions_loss: 597.2076 - logcount_predictions_loss: 0.2690 32/2420 [..............................] - ETA: 22:29 - loss: 601.9240 - logits_profile_predictions_loss: 597.2730 - logcount_predictions_loss: 0.2688 33/2420 [..............................] - ETA: 22:28 - loss: 602.0110 - logits_profile_predictions_loss: 597.3624 - logcount_predictions_loss: 0.2687 34/2420 [..............................] - ETA: 22:27 - loss: 602.0300 - logits_profile_predictions_loss: 597.3856 - logcount_predictions_loss: 0.2685 35/2420 [..............................] - ETA: 22:27 - loss: 601.9944 - logits_profile_predictions_loss: 597.3522 - logcount_predictions_loss: 0.2683 36/2420 [..............................] - ETA: 22:26 - loss: 601.9119 - logits_profile_predictions_loss: 597.2696 - logcount_predictions_loss: 0.2683 37/2420 [..............................] - ETA: 22:26 - loss: 601.8560 - logits_profile_predictions_loss: 597.2133 - logcount_predictions_loss: 0.2684 38/2420 [..............................] - ETA: 22:25 - loss: 601.8434 - logits_profile_predictions_loss: 597.1994 - logcount_predictions_loss: 0.2684 39/2420 [..............................] - ETA: 22:25 - loss: 601.8340 - logits_profile_predictions_loss: 597.1876 - logcount_predictions_loss: 0.2686 40/2420 [..............................] - ETA: 22:24 - loss: 601.8139 - logits_profile_predictions_loss: 597.1653 - logcount_predictions_loss: 0.2687 41/2420 [..............................] - ETA: 22:23 - loss: 601.7613 - logits_profile_predictions_loss: 597.1101 - logcount_predictions_loss: 0.2689 42/2420 [..............................] - ETA: 22:23 - loss: 601.7112 - logits_profile_predictions_loss: 597.0583 - logcount_predictions_loss: 0.2690 43/2420 [..............................] - ETA: 22:22 - loss: 601.6826 - logits_profile_predictions_loss: 597.0286 - logcount_predictions_loss: 0.2690 44/2420 [..............................] - ETA: 22:22 - loss: 601.6909 - logits_profile_predictions_loss: 597.0354 - logcount_predictions_loss: 0.2691 45/2420 [..............................] - ETA: 22:21 - loss: 601.6745 - logits_profile_predictions_loss: 597.0179 - logcount_predictions_loss: 0.2692 46/2420 [..............................] - ETA: 22:21 - loss: 601.6420 - logits_profile_predictions_loss: 596.9852 - logcount_predictions_loss: 0.2692 47/2420 [..............................] - ETA: 22:20 - loss: 601.6277 - logits_profile_predictions_loss: 596.9705 - logcount_predictions_loss: 0.2692 48/2420 [..............................] - ETA: 22:20 - loss: 601.6258 - logits_profile_predictions_loss: 596.9689 - logcount_predictions_loss: 0.2692 49/2420 [..............................] - ETA: 22:19 - loss: 601.5998 - logits_profile_predictions_loss: 596.9434 - logcount_predictions_loss: 0.2692 50/2420 [..............................] - ETA: 22:19 - loss: 601.6147 - logits_profile_predictions_loss: 596.9586 - logcount_predictions_loss: 0.2691 51/2420 [..............................] - ETA: 22:18 - loss: 601.6057 - logits_profile_predictions_loss: 596.9504 - logcount_predictions_loss: 0.2691 52/2420 [..............................] - ETA: 22:18 - loss: 601.5828 - logits_profile_predictions_loss: 596.9282 - logcount_predictions_loss: 0.2690 53/2420 [..............................] - ETA: 22:17 - loss: 601.5618 - logits_profile_predictions_loss: 596.9082 - logcount_predictions_loss: 0.2690 54/2420 [..............................] - ETA: 22:16 - loss: 601.5759 - logits_profile_predictions_loss: 596.9227 - logcount_predictions_loss: 0.2690 55/2420 [..............................] - ETA: 22:16 - loss: 601.5772 - logits_profile_predictions_loss: 596.9236 - logcount_predictions_loss: 0.2690 56/2420 [..............................] - ETA: 22:15 - loss: 601.5883 - logits_profile_predictions_loss: 596.9346 - logcount_predictions_loss: 0.2690 57/2420 [..............................] - ETA: 22:15 - loss: 601.6034 - logits_profile_predictions_loss: 596.9492 - logcount_predictions_loss: 0.2690 58/2420 [..............................] - ETA: 22:14 - loss: 601.6236 - logits_profile_predictions_loss: 596.9687 - logcount_predictions_loss: 0.2691 59/2420 [..............................] - ETA: 22:14 - loss: 601.6476 - logits_profile_predictions_loss: 596.9918 - logcount_predictions_loss: 0.2691 60/2420 [..............................] - ETA: 22:13 - loss: 601.6587 - logits_profile_predictions_loss: 597.0019 - logcount_predictions_loss: 0.2692 61/2420 [..............................] - ETA: 22:12 - loss: 601.6569 - logits_profile_predictions_loss: 596.9994 - logcount_predictions_loss: 0.2692 62/2420 [..............................] - ETA: 22:12 - loss: 601.6585 - logits_profile_predictions_loss: 597.0005 - logcount_predictions_loss: 0.2692 63/2420 [..............................] - ETA: 22:11 - loss: 601.6631 - logits_profile_predictions_loss: 597.0041 - logcount_predictions_loss: 0.2693 64/2420 [..............................] - ETA: 22:11 - loss: 601.6767 - logits_profile_predictions_loss: 597.0168 - logcount_predictions_loss: 0.2694 65/2420 [..............................] - ETA: 22:10 - loss: 601.6764 - logits_profile_predictions_loss: 597.0155 - logcount_predictions_loss: 0.2694 66/2420 [..............................] - ETA: 22:10 - loss: 601.6756 - logits_profile_predictions_loss: 597.0139 - logcount_predictions_loss: 0.2695 67/2420 [..............................] - ETA: 22:09 - loss: 601.6568 - logits_profile_predictions_loss: 596.9947 - logcount_predictions_loss: 0.2695 68/2420 [..............................] - ETA: 22:08 - loss: 601.6452 - logits_profile_predictions_loss: 596.9827 - logcount_predictions_loss: 0.2695 69/2420 [..............................] - ETA: 22:08 - loss: 601.6296 - logits_profile_predictions_loss: 596.9663 - logcount_predictions_loss: 0.2696 70/2420 [..............................] - ETA: 22:07 - loss: 601.6104 - logits_profile_predictions_loss: 596.9459 - logcount_predictions_loss: 0.2696 71/2420 [..............................] - ETA: 22:07 - loss: 601.5879 - logits_profile_predictions_loss: 596.9221 - logcount_predictions_loss: 0.2697 72/2420 [..............................] - ETA: 22:06 - loss: 601.5696 - logits_profile_predictions_loss: 596.9025 - logcount_predictions_loss: 0.2698 73/2420 [..............................] - ETA: 22:06 - loss: 601.5595 - logits_profile_predictions_loss: 596.8913 - logcount_predictions_loss: 0.2698 74/2420 [..............................] - ETA: 22:05 - loss: 601.5302 - logits_profile_predictions_loss: 596.8610 - logcount_predictions_loss: 0.2699 75/2420 [..............................] - ETA: 22:04 - loss: 601.4838 - logits_profile_predictions_loss: 596.8139 - logcount_predictions_loss: 0.2699 76/2420 [..............................] - ETA: 22:04 - loss: 601.4327 - logits_profile_predictions_loss: 596.7625 - logcount_predictions_loss: 0.2700 77/2420 [..............................] - ETA: 22:03 - loss: 601.3724 - logits_profile_predictions_loss: 596.7019 - logcount_predictions_loss: 0.2700 78/2420 [..............................] - ETA: 22:03 - loss: 601.2996 - logits_profile_predictions_loss: 596.6291 - logcount_predictions_loss: 0.2700 79/2420 [..............................] - ETA: 22:02 - loss: 601.2055 - logits_profile_predictions_loss: 596.5349 - logcount_predictions_loss: 0.2700 80/2420 [..............................] - ETA: 22:02 - loss: 601.1077 - logits_profile_predictions_loss: 596.4371 - logcount_predictions_loss: 0.2700 81/2420 [>.............................] - ETA: 22:01 - loss: 601.0053 - logits_profile_predictions_loss: 596.3346 - logcount_predictions_loss: 0.2700 82/2420 [>.............................] - ETA: 22:00 - loss: 600.9053 - logits_profile_predictions_loss: 596.2348 - logcount_predictions_loss: 0.2700 83/2420 [>.............................] - ETA: 22:00 - loss: 600.8123 - logits_profile_predictions_loss: 596.1419 - logcount_predictions_loss: 0.2700 84/2420 [>.............................] - ETA: 21:59 - loss: 600.7182 - logits_profile_predictions_loss: 596.0479 - logcount_predictions_loss: 0.2700 85/2420 [>.............................] - ETA: 21:59 - loss: 600.6201 - logits_profile_predictions_loss: 595.9502 - logcount_predictions_loss: 0.2699 86/2420 [>.............................] - ETA: 21:58 - loss: 600.5217 - logits_profile_predictions_loss: 595.8520 - logcount_predictions_loss: 0.2699 87/2420 [>.............................] - ETA: 21:58 - loss: 600.4222 - logits_profile_predictions_loss: 595.7527 - logcount_predictions_loss: 0.2699 88/2420 [>.............................] - ETA: 21:57 - loss: 600.3289 - logits_profile_predictions_loss: 595.6596 - logcount_predictions_loss: 0.2699 89/2420 [>.............................] - ETA: 21:56 - loss: 600.2388 - logits_profile_predictions_loss: 595.5696 - logcount_predictions_loss: 0.2699 90/2420 [>.............................] - ETA: 21:56 - loss: 600.1559 - logits_profile_predictions_loss: 595.4870 - logcount_predictions_loss: 0.2699 91/2420 [>.............................] - ETA: 21:55 - loss: 600.0759 - logits_profile_predictions_loss: 595.4073 - logcount_predictions_loss: 0.2699 92/2420 [>.............................] - ETA: 21:55 - loss: 599.9940 - logits_profile_predictions_loss: 595.3259 - logcount_predictions_loss: 0.2698 93/2420 [>.............................] - ETA: 21:54 - loss: 599.9051 - logits_profile_predictions_loss: 595.2375 - logcount_predictions_loss: 0.2698 94/2420 [>.............................] - ETA: 21:54 - loss: 599.8260 - logits_profile_predictions_loss: 595.1588 - logcount_predictions_loss: 0.2698 95/2420 [>.............................] - ETA: 21:53 - loss: 599.7543 - logits_profile_predictions_loss: 595.0877 - logcount_predictions_loss: 0.2697 96/2420 [>.............................] - ETA: 21:53 - loss: 599.6894 - logits_profile_predictions_loss: 595.0234 - logcount_predictions_loss: 0.2697 97/2420 [>.............................] - ETA: 21:52 - loss: 599.6291 - logits_profile_predictions_loss: 594.9634 - logcount_predictions_loss: 0.2697 98/2420 [>.............................] - ETA: 21:51 - loss: 599.5755 - logits_profile_predictions_loss: 594.9102 - logcount_predictions_loss: 0.2697 99/2420 [>.............................] - ETA: 21:51 - loss: 599.5316 - logits_profile_predictions_loss: 594.8667 - logcount_predictions_loss: 0.2696 100/2420 [>.............................] - ETA: 21:50 - loss: 599.4925 - logits_profile_predictions_loss: 594.8279 - logcount_predictions_loss: 0.2696 101/2420 [>.............................] - ETA: 21:50 - loss: 599.4515 - logits_profile_predictions_loss: 594.7872 - logcount_predictions_loss: 0.2696 102/2420 [>.............................] - ETA: 21:49 - loss: 599.4095 - logits_profile_predictions_loss: 594.7458 - logcount_predictions_loss: 0.2696 103/2420 [>.............................] - ETA: 21:49 - loss: 599.3614 - logits_profile_predictions_loss: 594.6982 - logcount_predictions_loss: 0.2695 104/2420 [>.............................] - ETA: 21:48 - loss: 599.3197 - logits_profile_predictions_loss: 594.6570 - logcount_predictions_loss: 0.2695 105/2420 [>.............................] - ETA: 21:47 - loss: 599.2930 - logits_profile_predictions_loss: 594.6306 - logcount_predictions_loss: 0.2695 106/2420 [>.............................] - ETA: 21:47 - loss: 599.2637 - logits_profile_predictions_loss: 594.6018 - logcount_predictions_loss: 0.2695 107/2420 [>.............................] - ETA: 21:46 - loss: 599.2266 - logits_profile_predictions_loss: 594.5651 - logcount_predictions_loss: 0.2694 108/2420 [>.............................] - ETA: 21:46 - loss: 599.1997 - logits_profile_predictions_loss: 594.5386 - logcount_predictions_loss: 0.2694 109/2420 [>.............................] - ETA: 21:45 - loss: 599.1790 - logits_profile_predictions_loss: 594.5185 - logcount_predictions_loss: 0.2694 110/2420 [>.............................] - ETA: 21:45 - loss: 599.1648 - logits_profile_predictions_loss: 594.5048 - logcount_predictions_loss: 0.2694 111/2420 [>.............................] - ETA: 21:44 - loss: 599.1523 - logits_profile_predictions_loss: 594.4928 - logcount_predictions_loss: 0.2693 112/2420 [>.............................] - ETA: 21:43 - loss: 599.1330 - logits_profile_predictions_loss: 594.4741 - logcount_predictions_loss: 0.2693 113/2420 [>.............................] - ETA: 21:43 - loss: 599.1138 - logits_profile_predictions_loss: 594.4554 - logcount_predictions_loss: 0.2693 114/2420 [>.............................] - ETA: 21:42 - loss: 599.0957 - logits_profile_predictions_loss: 594.4378 - logcount_predictions_loss: 0.2692 115/2420 [>.............................] - ETA: 21:42 - loss: 599.0727 - logits_profile_predictions_loss: 594.4153 - logcount_predictions_loss: 0.2692 116/2420 [>.............................] - ETA: 21:41 - loss: 599.0613 - logits_profile_predictions_loss: 594.4042 - logcount_predictions_loss: 0.2692 117/2420 [>.............................] - ETA: 21:41 - loss: 599.0541 - logits_profile_predictions_loss: 594.3972 - logcount_predictions_loss: 0.2692 118/2420 [>.............................] - ETA: 21:40 - loss: 599.0496 - logits_profile_predictions_loss: 594.3930 - logcount_predictions_loss: 0.2692 119/2420 [>.............................] - ETA: 21:39 - loss: 599.0386 - logits_profile_predictions_loss: 594.3822 - logcount_predictions_loss: 0.2691 120/2420 [>.............................] - ETA: 21:39 - loss: 599.0261 - logits_profile_predictions_loss: 594.3700 - logcount_predictions_loss: 0.2691 121/2420 [>.............................] - ETA: 21:38 - loss: 599.0179 - logits_profile_predictions_loss: 594.3620 - logcount_predictions_loss: 0.2691 122/2420 [>.............................] - ETA: 21:38 - loss: 599.0065 - logits_profile_predictions_loss: 594.3508 - logcount_predictions_loss: 0.2691 123/2420 [>.............................] - ETA: 21:37 - loss: 598.9967 - logits_profile_predictions_loss: 594.3412 - logcount_predictions_loss: 0.2691 124/2420 [>.............................] - ETA: 21:37 - loss: 598.9835 - logits_profile_predictions_loss: 594.3283 - logcount_predictions_loss: 0.2691 125/2420 [>.............................] - ETA: 21:36 - loss: 598.9680 - logits_profile_predictions_loss: 594.3130 - logcount_predictions_loss: 0.2691 126/2420 [>.............................] - ETA: 21:36 - loss: 598.9611 - logits_profile_predictions_loss: 594.3061 - logcount_predictions_loss: 0.2691 127/2420 [>.............................] - ETA: 21:35 - loss: 598.9507 - logits_profile_predictions_loss: 594.2959 - logcount_predictions_loss: 0.2691 128/2420 [>.............................] - ETA: 21:34 - loss: 598.9420 - logits_profile_predictions_loss: 594.2875 - logcount_predictions_loss: 0.2690 129/2420 [>.............................] - ETA: 21:34 - loss: 598.9341 - logits_profile_predictions_loss: 594.2799 - logcount_predictions_loss: 0.2690 130/2420 [>.............................] - ETA: 21:33 - loss: 598.9265 - logits_profile_predictions_loss: 594.2727 - logcount_predictions_loss: 0.2690 131/2420 [>.............................] - ETA: 21:33 - loss: 598.9187 - logits_profile_predictions_loss: 594.2652 - logcount_predictions_loss: 0.2690 132/2420 [>.............................] - ETA: 21:32 - loss: 598.9103 - logits_profile_predictions_loss: 594.2571 - logcount_predictions_loss: 0.2690 133/2420 [>.............................] - ETA: 21:32 - loss: 598.8992 - logits_profile_predictions_loss: 594.2464 - logcount_predictions_loss: 0.2689 134/2420 [>.............................] - ETA: 21:31 - loss: 598.8913 - logits_profile_predictions_loss: 594.2389 - logcount_predictions_loss: 0.2689 135/2420 [>.............................] - ETA: 21:30 - loss: 598.8864 - logits_profile_predictions_loss: 594.2344 - logcount_predictions_loss: 0.2689 136/2420 [>.............................] - ETA: 21:30 - loss: 598.8783 - logits_profile_predictions_loss: 594.2267 - logcount_predictions_loss: 0.2689 137/2420 [>.............................] - ETA: 21:29 - loss: 598.8732 - logits_profile_predictions_loss: 594.2221 - logcount_predictions_loss: 0.2688 138/2420 [>.............................] - ETA: 21:29 - loss: 598.8645 - logits_profile_predictions_loss: 594.2138 - logcount_predictions_loss: 0.2688 139/2420 [>.............................] - ETA: 21:28 - loss: 598.8526 - logits_profile_predictions_loss: 594.2022 - logcount_predictions_loss: 0.2688 140/2420 [>.............................] - ETA: 21:28 - loss: 598.8415 - logits_profile_predictions_loss: 594.1913 - logcount_predictions_loss: 0.2688 141/2420 [>.............................] - ETA: 21:27 - loss: 598.8309 - logits_profile_predictions_loss: 594.1810 - logcount_predictions_loss: 0.2688 142/2420 [>.............................] - ETA: 21:27 - loss: 598.8189 - 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593.0565 - logcount_predictions_loss: 0.2667 2405/2420 [============================>.] - ETA: 8s - loss: 597.6710 - logits_profile_predictions_loss: 593.0563 - logcount_predictions_loss: 0.2667 2406/2420 [============================>.] - ETA: 7s - loss: 597.6708 - logits_profile_predictions_loss: 593.0560 - logcount_predictions_loss: 0.2667 2407/2420 [============================>.] - ETA: 7s - loss: 597.6705 - logits_profile_predictions_loss: 593.0558 - logcount_predictions_loss: 0.2667 2408/2420 [============================>.] - ETA: 6s - loss: 597.6703 - logits_profile_predictions_loss: 593.0556 - logcount_predictions_loss: 0.2667 2409/2420 [============================>.] - ETA: 6s - loss: 597.6701 - logits_profile_predictions_loss: 593.0554 - logcount_predictions_loss: 0.2667 2410/2420 [============================>.] - ETA: 5s - loss: 597.6698 - logits_profile_predictions_loss: 593.0552 - logcount_predictions_loss: 0.2667 2411/2420 [============================>.] - ETA: 5s - loss: 597.6696 - logits_profile_predictions_loss: 593.0550 - logcount_predictions_loss: 0.2667 2412/2420 [============================>.] - ETA: 4s - loss: 597.6694 - logits_profile_predictions_loss: 593.0548 - logcount_predictions_loss: 0.2667 2413/2420 [============================>.] - ETA: 3s - loss: 597.6692 - logits_profile_predictions_loss: 593.0547 - logcount_predictions_loss: 0.2667 2414/2420 [============================>.] - ETA: 3s - loss: 597.6690 - logits_profile_predictions_loss: 593.0545 - logcount_predictions_loss: 0.2667 2415/2420 [============================>.] - ETA: 2s - loss: 597.6688 - logits_profile_predictions_loss: 593.0543 - logcount_predictions_loss: 0.2667 2416/2420 [============================>.] - ETA: 2s - loss: 597.6686 - logits_profile_predictions_loss: 593.0541 - logcount_predictions_loss: 0.2667 2417/2420 [============================>.] - ETA: 1s - loss: 597.6684 - logits_profile_predictions_loss: 593.0540 - logcount_predictions_loss: 0.2667 2418/2420 [============================>.] - ETA: 1s - loss: 597.6682 - logits_profile_predictions_loss: 593.0538 - logcount_predictions_loss: 0.2667 2419/2420 [============================>.] - ETA: 0s - loss: 597.6679 - logits_profile_predictions_loss: 593.0535 - logcount_predictions_loss: 0.2667 2420/2420 [==============================] - ETA: 0s - loss: 597.6677 - logits_profile_predictions_loss: 593.0533 - logcount_predictions_loss: 0.2667 2420/2420 [==============================] - 1419s 587ms/step - loss: 597.6675 - logits_profile_predictions_loss: 593.0531 - logcount_predictions_loss: 0.2667 - val_loss: 602.7641 - val_logits_profile_predictions_loss: 598.2859 - val_logcount_predictions_loss: 0.2589 Epoch 00007: val_loss did not improve from 602.33691 Epoch 8/50 1/2420 [..............................] - ETA: 23:34 - loss: 601.5854 - logits_profile_predictions_loss: 597.7439 - logcount_predictions_loss: 0.2221 2/2420 [..............................] - ETA: 23:17 - loss: 573.6850 - logits_profile_predictions_loss: 569.1708 - logcount_predictions_loss: 0.2609 3/2420 [..............................] - ETA: 22:59 - loss: 568.1652 - logits_profile_predictions_loss: 563.5345 - logcount_predictions_loss: 0.2677 4/2420 [..............................] - ETA: 22:54 - loss: 563.8020 - logits_profile_predictions_loss: 559.1873 - logcount_predictions_loss: 0.2667 5/2420 [..............................] - ETA: 22:51 - loss: 563.3086 - logits_profile_predictions_loss: 558.7326 - logcount_predictions_loss: 0.2645 6/2420 [..............................] - ETA: 22:49 - loss: 564.3875 - logits_profile_predictions_loss: 559.8479 - logcount_predictions_loss: 0.2624 7/2420 [..............................] - ETA: 22:47 - loss: 565.5958 - logits_profile_predictions_loss: 561.0628 - logcount_predictions_loss: 0.2620 8/2420 [..............................] - ETA: 22:46 - loss: 565.7403 - logits_profile_predictions_loss: 561.2263 - logcount_predictions_loss: 0.2609 9/2420 [..............................] - ETA: 22:45 - loss: 564.7316 - logits_profile_predictions_loss: 560.2393 - logcount_predictions_loss: 0.2597 10/2420 [..............................] - ETA: 22:44 - loss: 565.1348 - logits_profile_predictions_loss: 560.6376 - logcount_predictions_loss: 0.2600 11/2420 [..............................] - ETA: 22:43 - loss: 565.8992 - logits_profile_predictions_loss: 561.4038 - logcount_predictions_loss: 0.2598 12/2420 [..............................] - ETA: 22:42 - loss: 566.9353 - logits_profile_predictions_loss: 562.4459 - logcount_predictions_loss: 0.2595 13/2420 [..............................] - ETA: 22:42 - loss: 567.5244 - logits_profile_predictions_loss: 563.0409 - logcount_predictions_loss: 0.2592 14/2420 [..............................] - ETA: 22:41 - loss: 567.7864 - logits_profile_predictions_loss: 563.3099 - logcount_predictions_loss: 0.2588 15/2420 [..............................] - ETA: 22:40 - loss: 567.9469 - logits_profile_predictions_loss: 563.4797 - logcount_predictions_loss: 0.2582 16/2420 [..............................] - ETA: 22:39 - loss: 568.1703 - logits_profile_predictions_loss: 563.7082 - logcount_predictions_loss: 0.2579 17/2420 [..............................] - ETA: 22:39 - loss: 568.4830 - logits_profile_predictions_loss: 564.0265 - logcount_predictions_loss: 0.2576 18/2420 [..............................] - ETA: 22:38 - loss: 568.7859 - logits_profile_predictions_loss: 564.3302 - logcount_predictions_loss: 0.2576 19/2420 [..............................] - ETA: 22:37 - loss: 569.1279 - logits_profile_predictions_loss: 564.6787 - logcount_predictions_loss: 0.2572 20/2420 [..............................] - ETA: 22:37 - loss: 569.2990 - logits_profile_predictions_loss: 564.8584 - logcount_predictions_loss: 0.2567 21/2420 [..............................] - ETA: 22:36 - loss: 569.5043 - logits_profile_predictions_loss: 565.0726 - logcount_predictions_loss: 0.2562 22/2420 [..............................] - ETA: 22:35 - loss: 569.9606 - logits_profile_predictions_loss: 565.5394 - logcount_predictions_loss: 0.2556 23/2420 [..............................] - ETA: 22:35 - loss: 570.4736 - logits_profile_predictions_loss: 566.0614 - logcount_predictions_loss: 0.2550 24/2420 [..............................] - ETA: 22:34 - loss: 571.0659 - logits_profile_predictions_loss: 566.6538 - logcount_predictions_loss: 0.2550 25/2420 [..............................] - ETA: 22:33 - loss: 571.4360 - logits_profile_predictions_loss: 567.0247 - logcount_predictions_loss: 0.2550 26/2420 [..............................] - ETA: 22:33 - loss: 571.9417 - logits_profile_predictions_loss: 567.5299 - logcount_predictions_loss: 0.2550 27/2420 [..............................] - ETA: 22:32 - loss: 572.4106 - logits_profile_predictions_loss: 567.9980 - logcount_predictions_loss: 0.2551 28/2420 [..............................] - ETA: 22:32 - loss: 572.8585 - logits_profile_predictions_loss: 568.4466 - logcount_predictions_loss: 0.2550 29/2420 [..............................] - ETA: 22:31 - loss: 573.4060 - logits_profile_predictions_loss: 568.9965 - logcount_predictions_loss: 0.2549 30/2420 [..............................] - ETA: 22:30 - loss: 573.8421 - logits_profile_predictions_loss: 569.4355 - logcount_predictions_loss: 0.2547 31/2420 [..............................] - ETA: 22:30 - loss: 574.3081 - logits_profile_predictions_loss: 569.9048 - logcount_predictions_loss: 0.2545 32/2420 [..............................] - ETA: 22:29 - loss: 574.7648 - logits_profile_predictions_loss: 570.3666 - logcount_predictions_loss: 0.2542 33/2420 [..............................] - ETA: 22:29 - loss: 575.2461 - logits_profile_predictions_loss: 570.8525 - logcount_predictions_loss: 0.2540 34/2420 [..............................] - ETA: 22:28 - loss: 575.7651 - logits_profile_predictions_loss: 571.3748 - logcount_predictions_loss: 0.2538 35/2420 [..............................] - ETA: 22:27 - loss: 576.2503 - logits_profile_predictions_loss: 571.8618 - logcount_predictions_loss: 0.2537 36/2420 [..............................] - ETA: 22:27 - loss: 576.6738 - logits_profile_predictions_loss: 572.2872 - logcount_predictions_loss: 0.2536 37/2420 [..............................] - ETA: 22:26 - loss: 577.0549 - logits_profile_predictions_loss: 572.6708 - logcount_predictions_loss: 0.2534 38/2420 [..............................] - ETA: 22:26 - loss: 577.4005 - logits_profile_predictions_loss: 573.0165 - logcount_predictions_loss: 0.2534 39/2420 [..............................] - ETA: 22:25 - loss: 577.7301 - logits_profile_predictions_loss: 573.3462 - logcount_predictions_loss: 0.2534 40/2420 [..............................] - ETA: 22:24 - loss: 578.0693 - logits_profile_predictions_loss: 573.6856 - logcount_predictions_loss: 0.2534 41/2420 [..............................] - ETA: 22:24 - loss: 578.4159 - logits_profile_predictions_loss: 574.0323 - logcount_predictions_loss: 0.2534 42/2420 [..............................] - ETA: 22:23 - loss: 578.7606 - logits_profile_predictions_loss: 574.3771 - logcount_predictions_loss: 0.2534 43/2420 [..............................] - ETA: 22:23 - loss: 579.0828 - logits_profile_predictions_loss: 574.6993 - logcount_predictions_loss: 0.2534 44/2420 [..............................] - ETA: 22:22 - loss: 579.4176 - logits_profile_predictions_loss: 575.0346 - logcount_predictions_loss: 0.2533 45/2420 [..............................] - ETA: 22:22 - loss: 579.7277 - logits_profile_predictions_loss: 575.3459 - logcount_predictions_loss: 0.2533 46/2420 [..............................] - ETA: 22:21 - loss: 580.0508 - logits_profile_predictions_loss: 575.6693 - logcount_predictions_loss: 0.2533 47/2420 [..............................] - ETA: 22:20 - loss: 580.3693 - logits_profile_predictions_loss: 575.9885 - logcount_predictions_loss: 0.2532 48/2420 [..............................] - ETA: 22:20 - loss: 580.6604 - logits_profile_predictions_loss: 576.2800 - logcount_predictions_loss: 0.2532 49/2420 [..............................] - ETA: 22:19 - loss: 580.9671 - logits_profile_predictions_loss: 576.5871 - logcount_predictions_loss: 0.2532 50/2420 [..............................] - ETA: 22:19 - loss: 581.2178 - logits_profile_predictions_loss: 576.8386 - logcount_predictions_loss: 0.2531 51/2420 [..............................] - ETA: 22:18 - loss: 581.4362 - logits_profile_predictions_loss: 577.0584 - logcount_predictions_loss: 0.2530 52/2420 [..............................] - ETA: 22:18 - loss: 581.6386 - logits_profile_predictions_loss: 577.2624 - logcount_predictions_loss: 0.2530 53/2420 [..............................] - ETA: 22:17 - loss: 581.8112 - logits_profile_predictions_loss: 577.4362 - logcount_predictions_loss: 0.2529 54/2420 [..............................] - ETA: 22:17 - loss: 581.9711 - logits_profile_predictions_loss: 577.5972 - logcount_predictions_loss: 0.2528 55/2420 [..............................] - ETA: 22:16 - loss: 582.1127 - logits_profile_predictions_loss: 577.7399 - logcount_predictions_loss: 0.2528 56/2420 [..............................] - ETA: 22:16 - loss: 582.2478 - logits_profile_predictions_loss: 577.8759 - logcount_predictions_loss: 0.2527 57/2420 [..............................] - ETA: 22:15 - loss: 582.3884 - logits_profile_predictions_loss: 578.0177 - logcount_predictions_loss: 0.2526 58/2420 [..............................] - ETA: 22:14 - loss: 582.5308 - logits_profile_predictions_loss: 578.1614 - logcount_predictions_loss: 0.2526 59/2420 [..............................] - ETA: 22:14 - loss: 582.6865 - logits_profile_predictions_loss: 578.3186 - logcount_predictions_loss: 0.2525 60/2420 [..............................] - ETA: 22:13 - loss: 582.8421 - logits_profile_predictions_loss: 578.4756 - logcount_predictions_loss: 0.2524 61/2420 [..............................] - ETA: 22:13 - loss: 582.9770 - logits_profile_predictions_loss: 578.6117 - logcount_predictions_loss: 0.2523 62/2420 [..............................] - ETA: 22:12 - loss: 583.1184 - logits_profile_predictions_loss: 578.7535 - logcount_predictions_loss: 0.2523 63/2420 [..............................] - ETA: 22:12 - loss: 583.2560 - logits_profile_predictions_loss: 578.8917 - logcount_predictions_loss: 0.2523 64/2420 [..............................] - ETA: 22:11 - loss: 583.3896 - logits_profile_predictions_loss: 579.0260 - logcount_predictions_loss: 0.2522 65/2420 [..............................] - ETA: 22:10 - loss: 583.5358 - logits_profile_predictions_loss: 579.1725 - logcount_predictions_loss: 0.2522 66/2420 [..............................] - ETA: 22:10 - loss: 583.6833 - logits_profile_predictions_loss: 579.3195 - logcount_predictions_loss: 0.2522 67/2420 [..............................] - ETA: 22:09 - loss: 583.8387 - logits_profile_predictions_loss: 579.4748 - logcount_predictions_loss: 0.2523 68/2420 [..............................] - ETA: 22:09 - loss: 583.9804 - logits_profile_predictions_loss: 579.6166 - logcount_predictions_loss: 0.2522 69/2420 [..............................] - ETA: 22:08 - loss: 584.1429 - logits_profile_predictions_loss: 579.7791 - logcount_predictions_loss: 0.2522 70/2420 [..............................] - ETA: 22:08 - loss: 584.3078 - logits_profile_predictions_loss: 579.9438 - logcount_predictions_loss: 0.2523 71/2420 [..............................] - ETA: 22:07 - loss: 584.4777 - logits_profile_predictions_loss: 580.1135 - logcount_predictions_loss: 0.2523 72/2420 [..............................] - ETA: 22:06 - loss: 584.6305 - logits_profile_predictions_loss: 580.2664 - logcount_predictions_loss: 0.2523 73/2420 [..............................] - ETA: 22:06 - loss: 584.7808 - logits_profile_predictions_loss: 580.4171 - logcount_predictions_loss: 0.2522 74/2420 [..............................] - ETA: 22:05 - loss: 584.9151 - logits_profile_predictions_loss: 580.5518 - logcount_predictions_loss: 0.2522 75/2420 [..............................] - ETA: 22:05 - loss: 585.0410 - logits_profile_predictions_loss: 580.6783 - logcount_predictions_loss: 0.2522 76/2420 [..............................] - ETA: 22:04 - loss: 585.1501 - logits_profile_predictions_loss: 580.7878 - logcount_predictions_loss: 0.2522 77/2420 [..............................] - ETA: 22:04 - loss: 585.2693 - logits_profile_predictions_loss: 580.9076 - logcount_predictions_loss: 0.2521 78/2420 [..............................] - ETA: 22:03 - loss: 585.3768 - logits_profile_predictions_loss: 581.0157 - logcount_predictions_loss: 0.2521 79/2420 [..............................] - ETA: 22:02 - loss: 585.4800 - logits_profile_predictions_loss: 581.1193 - logcount_predictions_loss: 0.2521 80/2420 [..............................] - ETA: 22:02 - loss: 585.5951 - logits_profile_predictions_loss: 581.2347 - logcount_predictions_loss: 0.2520 81/2420 [>.............................] - ETA: 22:01 - loss: 585.7040 - logits_profile_predictions_loss: 581.3440 - logcount_predictions_loss: 0.2520 82/2420 [>.............................] - ETA: 22:01 - loss: 585.8158 - logits_profile_predictions_loss: 581.4560 - logcount_predictions_loss: 0.2520 83/2420 [>.............................] - ETA: 22:00 - loss: 585.9371 - logits_profile_predictions_loss: 581.5776 - logcount_predictions_loss: 0.2520 84/2420 [>.............................] - ETA: 22:00 - loss: 586.0648 - logits_profile_predictions_loss: 581.7055 - logcount_predictions_loss: 0.2520 85/2420 [>.............................] - ETA: 21:59 - loss: 586.1884 - logits_profile_predictions_loss: 581.8292 - logcount_predictions_loss: 0.2520 86/2420 [>.............................] - ETA: 21:58 - loss: 586.3119 - logits_profile_predictions_loss: 581.9528 - logcount_predictions_loss: 0.2520 87/2420 [>.............................] - ETA: 21:58 - loss: 586.4315 - logits_profile_predictions_loss: 582.0726 - logcount_predictions_loss: 0.2520 88/2420 [>.............................] - ETA: 21:57 - loss: 586.5415 - logits_profile_predictions_loss: 582.1831 - logcount_predictions_loss: 0.2519 89/2420 [>.............................] - ETA: 21:57 - loss: 586.6412 - logits_profile_predictions_loss: 582.2835 - logcount_predictions_loss: 0.2519 90/2420 [>.............................] - ETA: 21:56 - loss: 586.7405 - logits_profile_predictions_loss: 582.3833 - logcount_predictions_loss: 0.2519 91/2420 [>.............................] - ETA: 21:56 - loss: 586.8317 - logits_profile_predictions_loss: 582.4753 - logcount_predictions_loss: 0.2518 92/2420 [>.............................] - ETA: 21:55 - loss: 586.9226 - logits_profile_predictions_loss: 582.5669 - logcount_predictions_loss: 0.2518 93/2420 [>.............................] - ETA: 21:54 - loss: 587.0028 - logits_profile_predictions_loss: 582.6478 - logcount_predictions_loss: 0.2517 94/2420 [>.............................] - ETA: 21:54 - loss: 587.0889 - logits_profile_predictions_loss: 582.7346 - logcount_predictions_loss: 0.2517 95/2420 [>.............................] - ETA: 21:53 - loss: 587.1734 - logits_profile_predictions_loss: 582.8196 - logcount_predictions_loss: 0.2517 96/2420 [>.............................] - ETA: 21:53 - loss: 587.2604 - logits_profile_predictions_loss: 582.9073 - logcount_predictions_loss: 0.2516 97/2420 [>.............................] - ETA: 21:52 - loss: 587.3518 - logits_profile_predictions_loss: 582.9996 - logcount_predictions_loss: 0.2516 98/2420 [>.............................] - ETA: 21:52 - loss: 587.4425 - logits_profile_predictions_loss: 583.0912 - logcount_predictions_loss: 0.2515 99/2420 [>.............................] - ETA: 21:51 - loss: 587.5333 - logits_profile_predictions_loss: 583.1830 - logcount_predictions_loss: 0.2515 100/2420 [>.............................] - ETA: 21:50 - loss: 587.6174 - logits_profile_predictions_loss: 583.2679 - logcount_predictions_loss: 0.2514 101/2420 [>.............................] - ETA: 21:50 - loss: 587.7038 - logits_profile_predictions_loss: 583.3552 - logcount_predictions_loss: 0.2514 102/2420 [>.............................] - ETA: 21:49 - loss: 587.7886 - logits_profile_predictions_loss: 583.4409 - logcount_predictions_loss: 0.2513 103/2420 [>.............................] - ETA: 21:49 - loss: 587.8694 - logits_profile_predictions_loss: 583.5227 - logcount_predictions_loss: 0.2513 104/2420 [>.............................] - ETA: 21:48 - loss: 587.9497 - logits_profile_predictions_loss: 583.6040 - logcount_predictions_loss: 0.2512 105/2420 [>.............................] - ETA: 21:48 - loss: 588.0245 - logits_profile_predictions_loss: 583.6798 - logcount_predictions_loss: 0.2511 106/2420 [>.............................] - ETA: 21:47 - loss: 588.1038 - logits_profile_predictions_loss: 583.7604 - logcount_predictions_loss: 0.2511 107/2420 [>.............................] - ETA: 21:46 - loss: 588.1782 - logits_profile_predictions_loss: 583.8359 - logcount_predictions_loss: 0.2510 108/2420 [>.............................] - ETA: 21:46 - loss: 588.2522 - logits_profile_predictions_loss: 583.9112 - logcount_predictions_loss: 0.2509 109/2420 [>.............................] - ETA: 21:45 - loss: 588.3231 - logits_profile_predictions_loss: 583.9832 - logcount_predictions_loss: 0.2509 110/2420 [>.............................] - ETA: 21:45 - loss: 588.3975 - logits_profile_predictions_loss: 584.0589 - logcount_predictions_loss: 0.2508 111/2420 [>.............................] - ETA: 21:44 - loss: 588.4644 - logits_profile_predictions_loss: 584.1271 - logcount_predictions_loss: 0.2507 112/2420 [>.............................] - ETA: 21:44 - loss: 588.5291 - logits_profile_predictions_loss: 584.1929 - logcount_predictions_loss: 0.2506 113/2420 [>.............................] - ETA: 21:43 - loss: 588.5885 - logits_profile_predictions_loss: 584.2535 - logcount_predictions_loss: 0.2506 114/2420 [>.............................] - ETA: 21:42 - loss: 588.6491 - logits_profile_predictions_loss: 584.3153 - logcount_predictions_loss: 0.2505 115/2420 [>.............................] - ETA: 21:42 - loss: 588.7156 - logits_profile_predictions_loss: 584.3831 - logcount_predictions_loss: 0.2504 116/2420 [>.............................] - ETA: 21:41 - loss: 588.7813 - logits_profile_predictions_loss: 584.4502 - logcount_predictions_loss: 0.2504 117/2420 [>.............................] - ETA: 21:41 - loss: 588.8436 - logits_profile_predictions_loss: 584.5138 - logcount_predictions_loss: 0.2503 118/2420 [>.............................] - ETA: 21:40 - loss: 588.9067 - logits_profile_predictions_loss: 584.5783 - logcount_predictions_loss: 0.2502 119/2420 [>.............................] - ETA: 21:40 - loss: 588.9736 - 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[============================>.] - ETA: 10s - loss: 593.9721 - logits_profile_predictions_loss: 589.6227 - logcount_predictions_loss: 0.2514 2402/2420 [============================>.] - ETA: 10s - loss: 593.9718 - logits_profile_predictions_loss: 589.6224 - logcount_predictions_loss: 0.2514 2403/2420 [============================>.] - ETA: 9s - loss: 593.9715 - logits_profile_predictions_loss: 589.6221 - logcount_predictions_loss: 0.2514  2404/2420 [============================>.] - ETA: 9s - loss: 593.9712 - logits_profile_predictions_loss: 589.6218 - logcount_predictions_loss: 0.2514 2405/2420 [============================>.] - ETA: 8s - loss: 593.9710 - logits_profile_predictions_loss: 589.6216 - logcount_predictions_loss: 0.2514 2406/2420 [============================>.] - ETA: 7s - loss: 593.9707 - logits_profile_predictions_loss: 589.6213 - logcount_predictions_loss: 0.2514 2407/2420 [============================>.] - ETA: 7s - loss: 593.9704 - logits_profile_predictions_loss: 589.6210 - logcount_predictions_loss: 0.2514 2408/2420 [============================>.] - ETA: 6s - loss: 593.9701 - logits_profile_predictions_loss: 589.6207 - logcount_predictions_loss: 0.2514 2409/2420 [============================>.] - ETA: 6s - loss: 593.9698 - logits_profile_predictions_loss: 589.6204 - logcount_predictions_loss: 0.2514 2410/2420 [============================>.] - ETA: 5s - loss: 593.9696 - logits_profile_predictions_loss: 589.6202 - logcount_predictions_loss: 0.2514 2411/2420 [============================>.] - ETA: 5s - loss: 593.9693 - logits_profile_predictions_loss: 589.6199 - logcount_predictions_loss: 0.2514 2412/2420 [============================>.] - ETA: 4s - loss: 593.9690 - logits_profile_predictions_loss: 589.6196 - logcount_predictions_loss: 0.2514 2413/2420 [============================>.] - ETA: 3s - loss: 593.9688 - logits_profile_predictions_loss: 589.6194 - logcount_predictions_loss: 0.2514 2414/2420 [============================>.] - ETA: 3s - 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2420/2420 [==============================] - 1419s 586ms/step - loss: 593.9665 - logits_profile_predictions_loss: 589.6171 - logcount_predictions_loss: 0.2514 - val_loss: 604.9760 - val_logits_profile_predictions_loss: 600.5241 - val_logcount_predictions_loss: 0.2573 Epoch 00008: val_loss did not improve from 602.33691 Restoring model weights from the end of the best epoch. Epoch 00008: early stopping save model save model without bias 2022-03-23_21-26-52: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42678, 10) loading nonpeaks... got split:test for bed regions:(42678, 10) 0/334 100/334 200/334 300/334 2022-03-23_21-35-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42678, 10) loading nonpeaks... got split:test for bed regions:(42678, 10) 0/334 100/334 200/334 300/334 2022-03-23_21-42-55: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//preprocessing/bigWigs/ENCSR597UIG.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42678, 10) loading nonpeaks... got split:test for bed regions:(42678, 10) 0/334 100/334 200/334 300/334 2022-03-23_21-46-45: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//footprints 2022-03-23_21-46-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/43 [..............................] - ETA: 6:20 3/43 [=>............................] - ETA: 31s  4/43 [=>............................] - ETA: 41s 5/43 [==>...........................] - ETA: 44s 6/43 [===>..........................] - ETA: 46s 7/43 [===>..........................] - ETA: 47s 8/43 [====>.........................] - ETA: 47s 9/43 [=====>........................] - ETA: 46s 10/43 [=====>........................] - ETA: 46s 11/43 [======>.......................] - ETA: 45s 12/43 [=======>......................] - ETA: 44s 13/43 [========>.....................] - ETA: 43s 14/43 [========>.....................] - ETA: 42s 15/43 [=========>....................] - ETA: 40s 16/43 [==========>...................] - ETA: 39s 17/43 [==========>...................] - ETA: 38s 18/43 [===========>..................] - ETA: 36s 19/43 [============>.................] - ETA: 35s 20/43 [============>.................] - ETA: 34s 21/43 [=============>................] - ETA: 32s 22/43 [==============>...............] - ETA: 31s 23/43 [===============>..............] - ETA: 29s 24/43 [===============>..............] - ETA: 28s 25/43 [================>.............] - ETA: 27s 26/43 [=================>............] - ETA: 25s 27/43 [=================>............] - ETA: 24s 28/43 [==================>...........] - ETA: 22s 29/43 [===================>..........] - ETA: 21s 30/43 [===================>..........] - ETA: 19s 31/43 [====================>.........] - ETA: 18s 32/43 [=====================>........] - ETA: 16s 33/43 [======================>.......] - ETA: 15s 34/43 [======================>.......] - ETA: 13s 35/43 [=======================>......] - ETA: 12s 36/43 [========================>.....] - ETA: 10s 37/43 [========================>.....] - ETA: 9s  38/43 [=========================>....] - ETA: 7s 39/43 [==========================>...] - ETA: 6s 40/43 [==========================>...] - ETA: 4s 41/43 [===========================>..] - ETA: 3s 42/43 [============================>.] - ETA: 1s 43/43 [==============================] - ETA: 0s 43/43 [==============================] - 74s 2s/step 1/43 [..............................] - ETA: 0s 2/43 [>.............................] - ETA: 1:04 3/43 [=>............................] - ETA: 1:02 4/43 [=>............................] - ETA: 1:01 5/43 [==>...........................] - ETA: 59s  6/43 [===>..........................] - ETA: 58s 7/43 [===>..........................] - ETA: 56s 8/43 [====>.........................] - ETA: 54s 9/43 [=====>........................] - ETA: 53s 10/43 [=====>........................] - ETA: 51s 11/43 [======>.......................] - ETA: 50s 12/43 [=======>......................] - ETA: 48s 13/43 [========>.....................] - ETA: 47s 14/43 [========>.....................] - ETA: 45s 15/43 [=========>....................] - ETA: 43s 16/43 [==========>...................] - ETA: 42s 17/43 [==========>...................] - ETA: 40s 18/43 [===========>..................] - ETA: 39s 19/43 [============>.................] - ETA: 37s 20/43 [============>.................] - ETA: 36s 21/43 [=============>................] - ETA: 34s 22/43 [==============>...............] - ETA: 32s 23/43 [===============>..............] - ETA: 31s 24/43 [===============>..............] - ETA: 29s 25/43 [================>.............] - ETA: 28s 26/43 [=================>............] - ETA: 26s 27/43 [=================>............] - ETA: 25s 28/43 [==================>...........] - ETA: 23s 29/43 [===================>..........] - ETA: 21s 30/43 [===================>..........] - ETA: 20s 31/43 [====================>.........] - ETA: 18s 32/43 [=====================>........] - ETA: 17s 33/43 [======================>.......] - ETA: 15s 34/43 [======================>.......] - ETA: 14s 35/43 [=======================>......] - ETA: 12s 36/43 [========================>.....] - ETA: 10s 37/43 [========================>.....] - ETA: 9s  38/43 [=========================>....] - ETA: 7s 39/43 [==========================>...] - ETA: 6s 40/43 [==========================>...] - ETA: 4s 41/43 [===========================>..] - ETA: 3s 42/43 [============================>.] - ETA: 1s 43/43 [==============================] - ETA: 0s 43/43 [==============================] - 66s 2s/step inserting motif: dnase_2 TGTACTTACGAA 1/43 [..............................] - ETA: 0s 2/43 [>.............................] - ETA: 1:04 3/43 [=>............................] - ETA: 1:02 4/43 [=>............................] - ETA: 1:01 5/43 [==>...........................] - ETA: 59s  6/43 [===>..........................] - ETA: 58s 7/43 [===>..........................] - ETA: 56s 8/43 [====>.........................] - ETA: 54s 9/43 [=====>........................] - ETA: 53s 10/43 [=====>........................] - ETA: 51s 11/43 [======>.......................] - ETA: 50s 12/43 [=======>......................] - ETA: 48s 13/43 [========>.....................] - ETA: 47s 14/43 [========>.....................] - ETA: 45s 15/43 [=========>....................] - ETA: 43s 16/43 [==========>...................] - ETA: 42s 17/43 [==========>...................] - ETA: 40s 18/43 [===========>..................] - ETA: 39s 19/43 [============>.................] - ETA: 37s 20/43 [============>.................] - ETA: 36s 21/43 [=============>................] - ETA: 34s 22/43 [==============>...............] - ETA: 32s 23/43 [===============>..............] - ETA: 31s 24/43 [===============>..............] - ETA: 29s 25/43 [================>.............] - ETA: 28s 26/43 [=================>............] - ETA: 26s 27/43 [=================>............] - ETA: 25s 28/43 [==================>...........] - ETA: 23s 29/43 [===================>..........] - ETA: 21s 30/43 [===================>..........] - ETA: 20s 31/43 [====================>.........] - ETA: 18s 32/43 [=====================>........] - ETA: 17s 33/43 [======================>.......] - ETA: 15s 34/43 [======================>.......] - ETA: 14s 35/43 [=======================>......] - ETA: 12s 36/43 [========================>.....] - ETA: 10s 37/43 [========================>.....] - ETA: 9s  38/43 [=========================>....] - ETA: 7s 39/43 [==========================>...] - ETA: 6s 40/43 [==========================>...] - ETA: 4s 41/43 [===========================>..] - ETA: 3s 42/43 [============================>.] - ETA: 1s 43/43 [==============================] - ETA: 0s 43/43 [==============================] - 66s 2s/step 1/43 [..............................] - ETA: 0s 2/43 [>.............................] - ETA: 1:04 3/43 [=>............................] - ETA: 1:02 4/43 [=>............................] - ETA: 1:01 5/43 [==>...........................] - ETA: 59s  6/43 [===>..........................] - ETA: 58s 7/43 [===>..........................] - ETA: 56s 8/43 [====>.........................] - ETA: 54s 9/43 [=====>........................] - ETA: 53s 10/43 [=====>........................] - ETA: 51s 11/43 [======>.......................] - ETA: 50s 12/43 [=======>......................] - ETA: 48s 13/43 [========>.....................] - ETA: 47s 14/43 [========>.....................] - ETA: 45s 15/43 [=========>....................] - ETA: 43s 16/43 [==========>...................] - ETA: 42s 17/43 [==========>...................] - ETA: 40s 18/43 [===========>..................] - ETA: 39s 19/43 [============>.................] - ETA: 37s 20/43 [============>.................] - ETA: 36s 21/43 [=============>................] - ETA: 34s 22/43 [==============>...............] - ETA: 32s 23/43 [===============>..............] - ETA: 31s 24/43 [===============>..............] - ETA: 29s 25/43 [================>.............] - ETA: 28s 26/43 [=================>............] - ETA: 26s 27/43 [=================>............] - ETA: 25s 28/43 [==================>...........] - ETA: 23s 29/43 [===================>..........] - ETA: 21s 30/43 [===================>..........] - ETA: 20s 31/43 [====================>.........] - ETA: 18s 32/43 [=====================>........] - ETA: 17s 33/43 [======================>.......] - ETA: 15s 34/43 [======================>.......] - ETA: 14s 35/43 [=======================>......] - ETA: 12s 36/43 [========================>.....] - ETA: 10s 37/43 [========================>.....] - ETA: 9s  38/43 [=========================>....] - ETA: 7s 39/43 [==========================>...] - ETA: 6s 40/43 [==========================>...] - ETA: 4s 41/43 [===========================>..] - ETA: 3s 42/43 [============================>.] - ETA: 1s 43/43 [==============================] - ETA: 0s 43/43 [==============================] - 66s 2s/step Saving marginal footprints 2022-03-23_21-51-49: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//footprints 2022-03-23_21-51-49: 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/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR597UIG//chrombpnet_model_encsr880cub_bias//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "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 1/43 [..............................] - ETA: 2:08 3/43 [=>............................] - ETA: 2s  4/43 [=>............................] - ETA: 3s 5/43 [==>...........................] - ETA: 3s 6/43 [===>..........................] - ETA: 3s 7/43 [===>..........................] - ETA: 3s 8/43 [====>.........................] - ETA: 3s 9/43 [=====>........................] - ETA: 3s 10/43 [=====>........................] - ETA: 3s 11/43 [======>.......................] - ETA: 3s 12/43 [=======>......................] - ETA: 3s 13/43 [========>.....................] - ETA: 3s 14/43 [========>.....................] - ETA: 3s 15/43 [=========>....................] - ETA: 3s 16/43 [==========>...................] - ETA: 3s 17/43 [==========>...................] - ETA: 3s 18/43 [===========>..................] - ETA: 2s 19/43 [============>.................] - ETA: 2s 20/43 [============>.................] - ETA: 2s 21/43 [=============>................] - ETA: 2s 22/43 [==============>...............] - ETA: 2s 23/43 [===============>..............] - ETA: 2s 24/43 [===============>..............] - ETA: 2s 25/43 [================>.............] - ETA: 2s 26/43 [=================>............] - ETA: 2s 27/43 [=================>............] - ETA: 1s 28/43 [==================>...........] - ETA: 1s 29/43 [===================>..........] - ETA: 1s 30/43 [===================>..........] - ETA: 1s 31/43 [====================>.........] - ETA: 1s 32/43 [=====================>........] - ETA: 1s 33/43 [======================>.......] - ETA: 1s 34/43 [======================>.......] - ETA: 1s 35/43 [=======================>......] - ETA: 0s 36/43 [========================>.....] - ETA: 0s 37/43 [========================>.....] - ETA: 0s 38/43 [=========================>....] - ETA: 0s 39/43 [==========================>...] - ETA: 0s 40/43 [==========================>...] - ETA: 0s 41/43 [===========================>..] - ETA: 0s 42/43 [============================>.] - ETA: 0s 43/43 [==============================] - ETA: 0s 43/43 [==============================] - 8s 124ms/step 1/43 [..............................] - ETA: 0s 2/43 [>.............................] - ETA: 5s 3/43 [=>............................] - ETA: 4s 4/43 [=>............................] - ETA: 4s 5/43 [==>...........................] - ETA: 4s 6/43 [===>..........................] - ETA: 4s 7/43 [===>..........................] - ETA: 4s 8/43 [====>.........................] - ETA: 4s 9/43 [=====>........................] - ETA: 4s 10/43 [=====>........................] - ETA: 4s 11/43 [======>.......................] - ETA: 3s 12/43 [=======>......................] - ETA: 3s 13/43 [========>.....................] - ETA: 3s 14/43 [========>.....................] - ETA: 3s 15/43 [=========>....................] - ETA: 3s 16/43 [==========>...................] - ETA: 3s 17/43 [==========>...................] - ETA: 3s 18/43 [===========>..................] - ETA: 3s 19/43 [============>.................] - ETA: 2s 20/43 [============>.................] - ETA: 2s 21/43 [=============>................] - ETA: 2s 22/43 [==============>...............] - ETA: 2s 23/43 [===============>..............] - ETA: 2s 24/43 [===============>..............] - ETA: 2s 25/43 [================>.............] - ETA: 2s 26/43 [=================>............] - ETA: 2s 27/43 [=================>............] - ETA: 1s 28/43 [==================>...........] - ETA: 1s 29/43 [===================>..........] - ETA: 1s 30/43 [===================>..........] - ETA: 1s 31/43 [====================>.........] - ETA: 1s 32/43 [=====================>........] - ETA: 1s 33/43 [======================>.......] - ETA: 1s 34/43 [======================>.......] - ETA: 1s 35/43 [=======================>......] - ETA: 0s 36/43 [========================>.....] - ETA: 0s 37/43 [========================>.....] - ETA: 0s 38/43 [=========================>....] - ETA: 0s 39/43 [==========================>...] - ETA: 0s 40/43 [==========================>...] - ETA: 0s 41/43 [===========================>..] - ETA: 0s 42/43 [============================>.] - ETA: 0s 43/43 [==============================] - ETA: 0s 43/43 [==============================] - 5s 125ms/step inserting motif: dnase_2 TGTACTTACGAA 1/43 [..............................] - ETA: 0s 2/43 [>.............................] - ETA: 5s 3/43 [=>............................] - ETA: 4s 4/43 [=>............................] - ETA: 4s 5/43 [==>...........................] - ETA: 4s 6/43 [===>..........................] - ETA: 4s 7/43 [===>..........................] - ETA: 4s 8/43 [====>.........................] - ETA: 4s 9/43 [=====>........................] - ETA: 4s 10/43 [=====>........................] - ETA: 4s 11/43 [======>.......................] - ETA: 3s 12/43 [=======>......................] - ETA: 3s 13/43 [========>.....................] - ETA: 3s 14/43 [========>.....................] - ETA: 3s 15/43 [=========>....................] - ETA: 3s 16/43 [==========>...................] - ETA: 3s 17/43 [==========>...................] - ETA: 3s 18/43 [===========>..................] - ETA: 3s 19/43 [============>.................] - ETA: 2s 20/43 [============>.................] - ETA: 2s 21/43 [=============>................] - ETA: 2s 22/43 [==============>...............] - ETA: 2s 23/43 [===============>..............] - ETA: 2s 24/43 [===============>..............] - ETA: 2s 25/43 [================>.............] - ETA: 2s 26/43 [=================>............] - ETA: 2s 27/43 [=================>............] - ETA: 1s 28/43 [==================>...........] - ETA: 1s 29/43 [===================>..........] - ETA: 1s 30/43 [===================>..........] - ETA: 1s 31/43 [====================>.........] - ETA: 1s 32/43 [=====================>........] - ETA: 1s 33/43 [======================>.......] - ETA: 1s 34/43 [======================>.......] - ETA: 1s 35/43 [=======================>......] - ETA: 0s 36/43 [========================>.....] - ETA: 0s 37/43 [========================>.....] - ETA: 0s 38/43 [=========================>....] - ETA: 0s 39/43 [==========================>...] - ETA: 0s 40/43 [==========================>...] - ETA: 0s 41/43 [===========================>..] - ETA: 0s 42/43 [============================>.] - ETA: 0s 43/43 [==============================] - ETA: 0s 43/43 [==============================] - 5s 125ms/step 1/43 [..............................] - ETA: 0s 2/43 [>.............................] - ETA: 5s 3/43 [=>............................] - ETA: 4s 4/43 [=>............................] - ETA: 4s 5/43 [==>...........................] - ETA: 4s 6/43 [===>..........................] - ETA: 4s 7/43 [===>..........................] - ETA: 4s 8/43 [====>.........................] - ETA: 4s 9/43 [=====>........................] - ETA: 4s 10/43 [=====>........................] - ETA: 4s 11/43 [======>.......................] - ETA: 3s 12/43 [=======>......................] - ETA: 3s 13/43 [========>.....................] - ETA: 3s 14/43 [========>.....................] - ETA: 3s 15/43 [=========>....................] - ETA: 3s 16/43 [==========>...................] - ETA: 3s 17/43 [==========>...................] - ETA: 3s 18/43 [===========>..................] - ETA: 3s 19/43 [============>.................] - ETA: 2s 20/43 [============>.................] - ETA: 2s 21/43 [=============>................] - ETA: 2s 22/43 [==============>...............] - ETA: 2s 23/43 [===============>..............] - ETA: 2s 24/43 [===============>..............] - ETA: 2s 25/43 [================>.............] - ETA: 2s 26/43 [=================>............] - ETA: 2s 27/43 [=================>............] - ETA: 1s 28/43 [==================>...........] - ETA: 1s 29/43 [===================>..........] - ETA: 1s 30/43 [===================>..........] - ETA: 1s 31/43 [====================>.........] - ETA: 1s 32/43 [=====================>........] - ETA: 1s 33/43 [======================>.......] - ETA: 1s 34/43 [======================>.......] - ETA: 1s 35/43 [=======================>......] - ETA: 0s 36/43 [========================>.....] - ETA: 0s 37/43 [========================>.....] - ETA: 0s 38/43 [=========================>....] - ETA: 0s 39/43 [==========================>...] - ETA: 0s 40/43 [==========================>...] - ETA: 0s 41/43 [===========================>..] - ETA: 0s 42/43 [============================>.] - ETA: 0s 43/43 [==============================] - ETA: 0s 43/43 [==============================] - 5s 125ms/step Saving marginal footprints