DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Sat Oct 15 13:47:57 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:41:00.0 Off | 0 | | N/A 33C P0 64W / 500W | 0MiB / 81920MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-15_13-48-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR856XGY//preprocessing/bigWigs/ENCSR856XGY.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR856XGY//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR856XGY//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 157234 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157234 Number of peaks input: 42766 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42766 Number of non peaks input: 160085 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160085 Number of non peaks input: 39914 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39914 Number of peaks after removing outliers: 155502 Number of nonpeaks after removing outliers: 142330 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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4400/4448 [============================>.] - ETA: 0s 4412/4448 [============================>.] - ETA: 0s 4424/4448 [============================>.] - ETA: 0s 4436/4448 [============================>.] - ETA: 0s 4448/4448 [==============================] - ETA: 0s 4448/4448 [==============================] - 26s 4ms/step 2022-10-15_13-54-09: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR856XGY//preprocessing/bigWigs/ENCSR856XGY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '18.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141792, 10) loading nonpeaks... got split:train for bed regions:(130986, 10) loading peaks... got split:valid for bed regions:(13710, 10) loading nonpeaks... got split:valid for bed regions:(11344, 10) Epoch 1/50 1/2438 [..............................] - ETA: 3:53:52 - loss: 1053.8071 - logits_profile_predictions_loss: 992.0798 - logcount_predictions_loss: 3.3366 2/2438 [..............................] - ETA: 5:42 - loss: 2262.5183 - logits_profile_predictions_loss: 913.6493 - logcount_predictions_loss: 72.9118  3/2438 [..............................] - ETA: 5:41 - loss: 2375.5831 - logits_profile_predictions_loss: 884.0602 - logcount_predictions_loss: 80.6229 4/2438 [..............................] - ETA: 5:40 - loss: 2332.2840 - logits_profile_predictions_loss: 876.4680 - logcount_predictions_loss: 78.6928 5/2438 [..............................] - ETA: 5:39 - loss: 2246.6321 - logits_profile_predictions_loss: 864.5391 - logcount_predictions_loss: 74.7077 6/2438 [..............................] - ETA: 5:39 - loss: 2155.4767 - logits_profile_predictions_loss: 851.6656 - logcount_predictions_loss: 70.4763 7/2438 [..............................] - ETA: 5:38 - loss: 2068.8826 - logits_profile_predictions_loss: 838.8802 - logcount_predictions_loss: 66.4866 8/2438 [..............................] - ETA: 5:38 - loss: 1993.5226 - logits_profile_predictions_loss: 830.2808 - logcount_predictions_loss: 62.8779 9/2438 [..............................] - ETA: 5:38 - loss: 1925.3426 - logits_profile_predictions_loss: 822.0751 - logcount_predictions_loss: 59.6361 10/2438 [..............................] - ETA: 5:37 - loss: 1861.9703 - logits_profile_predictions_loss: 812.6854 - logcount_predictions_loss: 56.7181 11/2438 [..............................] - ETA: 5:37 - loss: 1806.7216 - logits_profile_predictions_loss: 805.7806 - logcount_predictions_loss: 54.1049 12/2438 [..............................] - ETA: 5:37 - loss: 1756.9233 - logits_profile_predictions_loss: 799.5698 - logcount_predictions_loss: 51.7488 13/2438 [..............................] - ETA: 5:37 - loss: 1712.3533 - logits_profile_predictions_loss: 794.4096 - logcount_predictions_loss: 49.6186 14/2438 [..............................] - ETA: 5:37 - loss: 1672.6632 - logits_profile_predictions_loss: 790.5047 - logcount_predictions_loss: 47.6842 15/2438 [..............................] - ETA: 5:36 - loss: 1637.1563 - logits_profile_predictions_loss: 787.6061 - logcount_predictions_loss: 45.9216 16/2438 [..............................] - ETA: 5:36 - loss: 1604.5967 - logits_profile_predictions_loss: 784.9424 - logcount_predictions_loss: 44.3056 17/2438 [..............................] - ETA: 5:36 - loss: 1574.7589 - logits_profile_predictions_loss: 782.5909 - logcount_predictions_loss: 42.8199 18/2438 [..............................] - ETA: 5:36 - loss: 1547.3745 - logits_profile_predictions_loss: 780.5694 - logcount_predictions_loss: 41.4489 19/2438 [..............................] - ETA: 5:36 - loss: 1522.2298 - logits_profile_predictions_loss: 778.9131 - logcount_predictions_loss: 40.1793 20/2438 [..............................] - ETA: 5:36 - loss: 1498.9380 - logits_profile_predictions_loss: 777.4342 - logcount_predictions_loss: 39.0002 21/2438 [..............................] - ETA: 5:35 - loss: 1477.2351 - logits_profile_predictions_loss: 776.0505 - logcount_predictions_loss: 37.9019 22/2438 [..............................] - ETA: 5:35 - loss: 1456.9125 - logits_profile_predictions_loss: 774.7148 - logcount_predictions_loss: 36.8755 23/2438 [..............................] - ETA: 5:35 - loss: 1437.5962 - logits_profile_predictions_loss: 773.1986 - logcount_predictions_loss: 35.9134 24/2438 [..............................] - ETA: 5:35 - loss: 1419.2466 - logits_profile_predictions_loss: 771.5733 - logcount_predictions_loss: 35.0094 25/2438 [..............................] - ETA: 5:35 - loss: 1401.8422 - logits_profile_predictions_loss: 769.9167 - logcount_predictions_loss: 34.1581 26/2438 [..............................] - ETA: 5:35 - loss: 1385.4025 - logits_profile_predictions_loss: 768.3321 - logcount_predictions_loss: 33.3552 27/2438 [..............................] - ETA: 5:35 - loss: 1369.7674 - logits_profile_predictions_loss: 766.7373 - logcount_predictions_loss: 32.5962 28/2438 [..............................] - ETA: 5:35 - loss: 1355.0537 - logits_profile_predictions_loss: 765.3057 - logcount_predictions_loss: 31.8783 29/2438 [..............................] - ETA: 5:34 - loss: 1341.2327 - logits_profile_predictions_loss: 764.0580 - logcount_predictions_loss: 31.1986 30/2438 [..............................] - ETA: 5:34 - loss: 1327.9613 - logits_profile_predictions_loss: 762.7339 - logcount_predictions_loss: 30.5528 31/2438 [..............................] - ETA: 5:34 - loss: 1315.3517 - logits_profile_predictions_loss: 761.4812 - logcount_predictions_loss: 29.9389 32/2438 [..............................] - ETA: 5:34 - loss: 1303.3388 - logits_profile_predictions_loss: 760.2790 - logcount_predictions_loss: 29.3546 33/2438 [..............................] - ETA: 5:34 - loss: 1291.9297 - logits_profile_predictions_loss: 759.1665 - logcount_predictions_loss: 28.7980 34/2438 [..............................] - ETA: 5:34 - loss: 1281.0872 - logits_profile_predictions_loss: 758.1431 - logcount_predictions_loss: 28.2672 35/2438 [..............................] - ETA: 5:34 - loss: 1270.7820 - logits_profile_predictions_loss: 757.2167 - logcount_predictions_loss: 27.7603 36/2438 [..............................] - ETA: 5:33 - loss: 1260.8053 - logits_profile_predictions_loss: 756.2212 - logcount_predictions_loss: 27.2748 37/2438 [..............................] - ETA: 5:33 - loss: 1251.2896 - logits_profile_predictions_loss: 755.3047 - logcount_predictions_loss: 26.8100 38/2438 [..............................] - ETA: 5:33 - loss: 1242.1345 - logits_profile_predictions_loss: 754.3966 - logcount_predictions_loss: 26.3642 39/2438 [..............................] - ETA: 5:33 - loss: 1233.3479 - logits_profile_predictions_loss: 753.5217 - logcount_predictions_loss: 25.9365 40/2438 [..............................] - ETA: 5:33 - loss: 1224.9426 - logits_profile_predictions_loss: 752.7140 - logcount_predictions_loss: 25.5259 41/2438 [..............................] - ETA: 5:33 - loss: 1216.9406 - logits_profile_predictions_loss: 752.0079 - logcount_predictions_loss: 25.1315 42/2438 [..............................] - ETA: 5:33 - loss: 1209.2826 - logits_profile_predictions_loss: 751.3655 - logcount_predictions_loss: 24.7523 43/2438 [..............................] - ETA: 5:33 - loss: 1201.9199 - logits_profile_predictions_loss: 750.7565 - logcount_predictions_loss: 24.3872 44/2438 [..............................] - ETA: 5:32 - loss: 1194.7635 - logits_profile_predictions_loss: 750.1137 - logcount_predictions_loss: 24.0351 45/2438 [..............................] - ETA: 5:32 - loss: 1187.8432 - logits_profile_predictions_loss: 749.4799 - logcount_predictions_loss: 23.6953 46/2438 [..............................] - ETA: 5:32 - loss: 1181.1069 - logits_profile_predictions_loss: 748.8144 - logcount_predictions_loss: 23.3672 47/2438 [..............................] - ETA: 5:32 - loss: 1174.5540 - logits_profile_predictions_loss: 748.1273 - logcount_predictions_loss: 23.0501 48/2438 [..............................] - ETA: 5:32 - loss: 1168.2089 - logits_profile_predictions_loss: 747.4523 - logcount_predictions_loss: 22.7436 49/2438 [..............................] - ETA: 5:32 - loss: 1162.0860 - logits_profile_predictions_loss: 746.8088 - logcount_predictions_loss: 22.4474 50/2438 [..............................] - ETA: 5:32 - loss: 1156.1676 - logits_profile_predictions_loss: 746.1940 - logcount_predictions_loss: 22.1607 51/2438 [..............................] - ETA: 5:31 - loss: 1150.4657 - logits_profile_predictions_loss: 745.6266 - logcount_predictions_loss: 21.8832 52/2438 [..............................] - ETA: 5:31 - loss: 1144.9598 - logits_profile_predictions_loss: 745.0932 - logcount_predictions_loss: 21.6144 53/2438 [..............................] - ETA: 5:31 - loss: 1139.6379 - logits_profile_predictions_loss: 744.5898 - logcount_predictions_loss: 21.3539 54/2438 [..............................] - ETA: 5:31 - loss: 1134.5039 - logits_profile_predictions_loss: 744.1285 - logcount_predictions_loss: 21.1014 55/2438 [..............................] - ETA: 5:31 - loss: 1129.6105 - logits_profile_predictions_loss: 743.7612 - logcount_predictions_loss: 20.8567 56/2438 [..............................] - ETA: 5:31 - loss: 1124.8870 - logits_profile_predictions_loss: 743.4314 - logcount_predictions_loss: 20.6192 57/2438 [..............................] - ETA: 5:31 - loss: 1120.3075 - logits_profile_predictions_loss: 743.1185 - logcount_predictions_loss: 20.3886 58/2438 [..............................] - ETA: 5:30 - loss: 1115.8889 - logits_profile_predictions_loss: 742.8441 - logcount_predictions_loss: 20.1646 59/2438 [..............................] - ETA: 5:30 - loss: 1111.5551 - logits_profile_predictions_loss: 742.5442 - logcount_predictions_loss: 19.9465 60/2438 [..............................] - ETA: 5:30 - loss: 1107.3602 - logits_profile_predictions_loss: 742.2718 - logcount_predictions_loss: 19.7345 61/2438 [..............................] - ETA: 5:30 - loss: 1103.2730 - logits_profile_predictions_loss: 742.0016 - logcount_predictions_loss: 19.5282 62/2438 [..............................] - ETA: 5:30 - loss: 1099.2906 - logits_profile_predictions_loss: 741.7346 - logcount_predictions_loss: 19.3273 63/2438 [..............................] - ETA: 5:30 - loss: 1095.3793 - logits_profile_predictions_loss: 741.4455 - logcount_predictions_loss: 19.1315 64/2438 [..............................] - ETA: 5:30 - loss: 1091.5555 - logits_profile_predictions_loss: 741.1522 - logcount_predictions_loss: 18.9407 65/2438 [..............................] - ETA: 5:29 - loss: 1087.8580 - logits_profile_predictions_loss: 740.8928 - logcount_predictions_loss: 18.7549 66/2438 [..............................] - ETA: 5:29 - loss: 1084.2628 - logits_profile_predictions_loss: 740.6486 - logcount_predictions_loss: 18.5737 67/2438 [..............................] - ETA: 5:29 - loss: 1080.7370 - logits_profile_predictions_loss: 740.3935 - logcount_predictions_loss: 18.3969 68/2438 [..............................] - ETA: 5:29 - loss: 1077.3669 - logits_profile_predictions_loss: 740.2094 - logcount_predictions_loss: 18.2247 69/2438 [..............................] - ETA: 5:29 - loss: 1074.1028 - logits_profile_predictions_loss: 740.0530 - logcount_predictions_loss: 18.0567 70/2438 [..............................] - ETA: 5:29 - loss: 1070.9333 - logits_profile_predictions_loss: 739.9172 - logcount_predictions_loss: 17.8928 71/2438 [..............................] - ETA: 5:29 - loss: 1067.8222 - logits_profile_predictions_loss: 739.7704 - logcount_predictions_loss: 17.7325 72/2438 [..............................] - ETA: 5:28 - loss: 1064.7780 - logits_profile_predictions_loss: 739.6236 - logcount_predictions_loss: 17.5759 73/2438 [..............................] - ETA: 5:28 - loss: 1061.8130 - logits_profile_predictions_loss: 739.4898 - logcount_predictions_loss: 17.4229 74/2438 [..............................] - ETA: 5:28 - loss: 1058.9192 - logits_profile_predictions_loss: 739.3630 - logcount_predictions_loss: 17.2733 75/2438 [..............................] - ETA: 5:28 - loss: 1056.0945 - logits_profile_predictions_loss: 739.2435 - logcount_predictions_loss: 17.1271 76/2438 [..............................] - ETA: 5:28 - loss: 1053.3453 - logits_profile_predictions_loss: 739.1386 - logcount_predictions_loss: 16.9841 77/2438 [..............................] - ETA: 5:28 - loss: 1050.6476 - logits_profile_predictions_loss: 739.0289 - logcount_predictions_loss: 16.8442 78/2438 [..............................] - ETA: 5:28 - loss: 1048.0252 - logits_profile_predictions_loss: 738.9382 - logcount_predictions_loss: 16.7074 79/2438 [..............................] - ETA: 5:27 - loss: 1045.4527 - logits_profile_predictions_loss: 738.8441 - logcount_predictions_loss: 16.5734 80/2438 [..............................] - ETA: 5:27 - loss: 1042.9329 - logits_profile_predictions_loss: 738.7512 - logcount_predictions_loss: 16.4423 81/2438 [..............................] - ETA: 5:27 - loss: 1040.5071 - logits_profile_predictions_loss: 738.6979 - logcount_predictions_loss: 16.3140 82/2438 [>.............................] - ETA: 5:27 - loss: 1038.1221 - logits_profile_predictions_loss: 738.6379 - logcount_predictions_loss: 16.1883 83/2438 [>.............................] - ETA: 5:27 - loss: 1035.7652 - logits_profile_predictions_loss: 738.5610 - logcount_predictions_loss: 16.0651 84/2438 [>.............................] - ETA: 5:27 - loss: 1033.4373 - logits_profile_predictions_loss: 738.4692 - logcount_predictions_loss: 15.9442 85/2438 [>.............................] - ETA: 5:27 - loss: 1031.1465 - logits_profile_predictions_loss: 738.3710 - logcount_predictions_loss: 15.8257 86/2438 [>.............................] - ETA: 5:26 - loss: 1028.9161 - logits_profile_predictions_loss: 738.2885 - logcount_predictions_loss: 15.7096 87/2438 [>.............................] - ETA: 5:26 - loss: 1026.7092 - logits_profile_predictions_loss: 738.1897 - logcount_predictions_loss: 15.5956 88/2438 [>.............................] - ETA: 5:26 - loss: 1024.5380 - logits_profile_predictions_loss: 738.0874 - logcount_predictions_loss: 15.4838 89/2438 [>.............................] - ETA: 5:26 - loss: 1022.3876 - logits_profile_predictions_loss: 737.9687 - logcount_predictions_loss: 15.3740 90/2438 [>.............................] - ETA: 5:26 - loss: 1020.2695 - logits_profile_predictions_loss: 737.8453 - logcount_predictions_loss: 15.2662 91/2438 [>.............................] - ETA: 5:26 - loss: 1018.1727 - logits_profile_predictions_loss: 737.7078 - logcount_predictions_loss: 15.1603 92/2438 [>.............................] - ETA: 5:26 - loss: 1016.1154 - logits_profile_predictions_loss: 737.5741 - logcount_predictions_loss: 15.0563 93/2438 [>.............................] - ETA: 5:26 - loss: 1014.1074 - logits_profile_predictions_loss: 737.4531 - logcount_predictions_loss: 14.9543 94/2438 [>.............................] - ETA: 5:25 - loss: 1012.1329 - logits_profile_predictions_loss: 737.3316 - logcount_predictions_loss: 14.8541 95/2438 [>.............................] - ETA: 5:25 - loss: 1010.1829 - logits_profile_predictions_loss: 737.2025 - logcount_predictions_loss: 14.7557 96/2438 [>.............................] - ETA: 5:25 - loss: 1008.2708 - logits_profile_predictions_loss: 737.0787 - logcount_predictions_loss: 14.6590 97/2438 [>.............................] - ETA: 5:25 - loss: 1006.3770 - logits_profile_predictions_loss: 736.9435 - logcount_predictions_loss: 14.5640 98/2438 [>.............................] - ETA: 5:25 - loss: 1004.5176 - logits_profile_predictions_loss: 736.8121 - logcount_predictions_loss: 14.4706 99/2438 [>.............................] - ETA: 5:25 - loss: 1002.6914 - logits_profile_predictions_loss: 736.6842 - logcount_predictions_loss: 14.3788 100/2438 [>.............................] - ETA: 5:25 - loss: 1000.9162 - logits_profile_predictions_loss: 736.5763 - logcount_predictions_loss: 14.2886 101/2438 [>.............................] - ETA: 5:24 - loss: 999.1734 - logits_profile_predictions_loss: 736.4729 - logcount_predictions_loss: 14.2000  102/2438 [>.............................] - ETA: 5:24 - loss: 997.4691 - logits_profile_predictions_loss: 736.3790 - logcount_predictions_loss: 14.1130 103/2438 [>.............................] - ETA: 5:24 - loss: 995.7852 - logits_profile_predictions_loss: 736.2798 - logcount_predictions_loss: 14.0273 104/2438 [>.............................] - ETA: 5:24 - loss: 994.1246 - logits_profile_predictions_loss: 736.1783 - logcount_predictions_loss: 13.9430 105/2438 [>.............................] - ETA: 5:24 - loss: 992.4927 - logits_profile_predictions_loss: 736.0805 - logcount_predictions_loss: 13.8601 106/2438 [>.............................] - ETA: 5:24 - loss: 990.8859 - logits_profile_predictions_loss: 735.9834 - logcount_predictions_loss: 13.7785 107/2438 [>.............................] - ETA: 5:24 - loss: 989.2844 - logits_profile_predictions_loss: 735.8694 - logcount_predictions_loss: 13.6981 108/2438 [>.............................] - ETA: 5:23 - loss: 987.7067 - logits_profile_predictions_loss: 735.7560 - logcount_predictions_loss: 13.6190 109/2438 [>.............................] - ETA: 5:23 - loss: 986.1516 - logits_profile_predictions_loss: 735.6425 - logcount_predictions_loss: 13.5410 110/2438 [>.............................] - ETA: 5:23 - loss: 984.6352 - logits_profile_predictions_loss: 735.5440 - logcount_predictions_loss: 13.4644 111/2438 [>.............................] - ETA: 5:23 - loss: 983.1354 - logits_profile_predictions_loss: 735.4409 - logcount_predictions_loss: 13.3889 112/2438 [>.............................] - ETA: 5:23 - loss: 981.6597 - logits_profile_predictions_loss: 735.3405 - logcount_predictions_loss: 13.3145 113/2438 [>.............................] - ETA: 5:23 - loss: 980.2127 - logits_profile_predictions_loss: 735.2477 - logcount_predictions_loss: 13.2413 114/2438 [>.............................] - ETA: 5:23 - loss: 978.7862 - logits_profile_predictions_loss: 735.1550 - logcount_predictions_loss: 13.1692 115/2438 [>.............................] - ETA: 5:22 - loss: 977.3927 - 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[>.............................] - ETA: 5:22 - loss: 968.1046 - logits_profile_predictions_loss: 734.4631 - logcount_predictions_loss: 12.6293 123/2438 [>.............................] - ETA: 5:21 - loss: 966.8502 - logits_profile_predictions_loss: 734.3795 - logcount_predictions_loss: 12.5660 124/2438 [>.............................] - ETA: 5:21 - loss: 965.6106 - logits_profile_predictions_loss: 734.2946 - logcount_predictions_loss: 12.5036 125/2438 [>.............................] - ETA: 5:21 - loss: 964.3829 - logits_profile_predictions_loss: 734.2062 - logcount_predictions_loss: 12.4420 126/2438 [>.............................] - ETA: 5:21 - loss: 963.1673 - logits_profile_predictions_loss: 734.1148 - logcount_predictions_loss: 12.3812 127/2438 [>.............................] - ETA: 5:21 - loss: 961.9612 - logits_profile_predictions_loss: 734.0183 - logcount_predictions_loss: 12.3212 128/2438 [>.............................] - ETA: 5:21 - loss: 960.7666 - 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logits_profile_predictions_loss: 730.9735 - logcount_predictions_loss: 10.4418 168/2438 [=>............................] - ETA: 5:15 - loss: 923.4024 - logits_profile_predictions_loss: 730.9129 - logcount_predictions_loss: 10.4048 169/2438 [=>............................] - ETA: 5:15 - loss: 922.6618 - logits_profile_predictions_loss: 730.8489 - logcount_predictions_loss: 10.3683 170/2438 [=>............................] - ETA: 5:15 - loss: 921.9272 - logits_profile_predictions_loss: 730.7842 - logcount_predictions_loss: 10.3320 171/2438 [=>............................] - ETA: 5:15 - loss: 921.1982 - logits_profile_predictions_loss: 730.7183 - logcount_predictions_loss: 10.2962 172/2438 [=>............................] - ETA: 5:15 - loss: 920.4715 - logits_profile_predictions_loss: 730.6484 - logcount_predictions_loss: 10.2607 173/2438 [=>............................] - ETA: 5:14 - loss: 919.7552 - logits_profile_predictions_loss: 730.5821 - logcount_predictions_loss: 10.2256 174/2438 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logits_profile_predictions_loss: 730.1428 - logcount_predictions_loss: 9.9893  181/2438 [=>............................] - ETA: 5:13 - loss: 914.2820 - logits_profile_predictions_loss: 730.0801 - logcount_predictions_loss: 9.9569 182/2438 [=>............................] - ETA: 5:13 - loss: 913.6222 - logits_profile_predictions_loss: 730.0153 - logcount_predictions_loss: 9.9247 183/2438 [=>............................] - ETA: 5:13 - loss: 912.9705 - logits_profile_predictions_loss: 729.9527 - logcount_predictions_loss: 9.8928 184/2438 [=>............................] - ETA: 5:13 - loss: 912.3291 - logits_profile_predictions_loss: 729.8943 - logcount_predictions_loss: 9.8613 185/2438 [=>............................] - ETA: 5:13 - loss: 911.6924 - logits_profile_predictions_loss: 729.8351 - logcount_predictions_loss: 9.8301 186/2438 [=>............................] - ETA: 5:13 - loss: 911.0625 - logits_profile_predictions_loss: 729.7771 - logcount_predictions_loss: 9.7992 187/2438 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[===>..........................] - ETA: 4:52 - loss: 853.8462 - logits_profile_predictions_loss: 721.9982 - logcount_predictions_loss: 7.1269 331/2438 [===>..........................] - ETA: 4:52 - loss: 853.5922 - logits_profile_predictions_loss: 721.9516 - logcount_predictions_loss: 7.1157 332/2438 [===>..........................] - ETA: 4:52 - loss: 853.3404 - logits_profile_predictions_loss: 721.9062 - logcount_predictions_loss: 7.1045 333/2438 [===>..........................] - ETA: 4:52 - loss: 853.0912 - logits_profile_predictions_loss: 721.8620 - logcount_predictions_loss: 7.0935 334/2438 [===>..........................] - ETA: 4:52 - loss: 852.8436 - logits_profile_predictions_loss: 721.8184 - logcount_predictions_loss: 7.0824 335/2438 [===>..........................] - ETA: 4:52 - loss: 852.5956 - logits_profile_predictions_loss: 721.7733 - logcount_predictions_loss: 7.0715 336/2438 [===>..........................] - ETA: 4:52 - loss: 852.3484 - 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[===>..........................] - ETA: 4:51 - loss: 850.6502 - logits_profile_predictions_loss: 721.4137 - logcount_predictions_loss: 6.9857 344/2438 [===>..........................] - ETA: 4:51 - loss: 850.4112 - logits_profile_predictions_loss: 721.3684 - logcount_predictions_loss: 6.9753 345/2438 [===>..........................] - ETA: 4:50 - loss: 850.1734 - logits_profile_predictions_loss: 721.3231 - logcount_predictions_loss: 6.9649 346/2438 [===>..........................] - ETA: 4:50 - loss: 849.9364 - logits_profile_predictions_loss: 721.2778 - logcount_predictions_loss: 6.9545 347/2438 [===>..........................] - ETA: 4:50 - loss: 849.7002 - logits_profile_predictions_loss: 721.2322 - logcount_predictions_loss: 6.9442 348/2438 [===>..........................] - ETA: 4:50 - loss: 849.4646 - logits_profile_predictions_loss: 721.1863 - logcount_predictions_loss: 6.9340 349/2438 [===>..........................] - ETA: 4:50 - loss: 849.2286 - 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[===>..........................] - ETA: 4:49 - loss: 847.6102 - logits_profile_predictions_loss: 720.8161 - logcount_predictions_loss: 6.8537 357/2438 [===>..........................] - ETA: 4:49 - loss: 847.3843 - logits_profile_predictions_loss: 720.7714 - logcount_predictions_loss: 6.8439 358/2438 [===>..........................] - ETA: 4:49 - loss: 847.1587 - logits_profile_predictions_loss: 720.7263 - logcount_predictions_loss: 6.8342 359/2438 [===>..........................] - ETA: 4:48 - loss: 846.9345 - logits_profile_predictions_loss: 720.6815 - logcount_predictions_loss: 6.8245 360/2438 [===>..........................] - ETA: 4:48 - loss: 846.7117 - logits_profile_predictions_loss: 720.6371 - logcount_predictions_loss: 6.8148 361/2438 [===>..........................] - ETA: 4:48 - loss: 846.4900 - logits_profile_predictions_loss: 720.5931 - logcount_predictions_loss: 6.8052 362/2438 [===>..........................] - ETA: 4:48 - loss: 846.2683 - 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[===>..........................] - ETA: 4:47 - loss: 844.7583 - logits_profile_predictions_loss: 720.2510 - logcount_predictions_loss: 6.7301 370/2438 [===>..........................] - ETA: 4:47 - loss: 844.5507 - logits_profile_predictions_loss: 720.2129 - logcount_predictions_loss: 6.7210 371/2438 [===>..........................] - ETA: 4:47 - loss: 844.3447 - logits_profile_predictions_loss: 720.1756 - logcount_predictions_loss: 6.7118 372/2438 [===>..........................] - ETA: 4:47 - loss: 844.1420 - logits_profile_predictions_loss: 720.1405 - logcount_predictions_loss: 6.7028 373/2438 [===>..........................] - ETA: 4:46 - loss: 843.9403 - logits_profile_predictions_loss: 720.1056 - logcount_predictions_loss: 6.6938 374/2438 [===>..........................] - ETA: 4:46 - loss: 843.7401 - logits_profile_predictions_loss: 720.0713 - logcount_predictions_loss: 6.6848 375/2438 [===>..........................] - ETA: 4:46 - loss: 843.5413 - 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[===>..........................] - ETA: 4:45 - loss: 842.1792 - logits_profile_predictions_loss: 719.8094 - logcount_predictions_loss: 6.6146 383/2438 [===>..........................] - ETA: 4:45 - loss: 841.9883 - logits_profile_predictions_loss: 719.7774 - logcount_predictions_loss: 6.6060 384/2438 [===>..........................] - ETA: 4:45 - loss: 841.7979 - logits_profile_predictions_loss: 719.7452 - logcount_predictions_loss: 6.5974 385/2438 [===>..........................] - ETA: 4:45 - loss: 841.6078 - logits_profile_predictions_loss: 719.7126 - logcount_predictions_loss: 6.5889 386/2438 [===>..........................] - ETA: 4:45 - loss: 841.4184 - logits_profile_predictions_loss: 719.6800 - logcount_predictions_loss: 6.5804 387/2438 [===>..........................] - ETA: 4:45 - loss: 841.2294 - logits_profile_predictions_loss: 719.6471 - logcount_predictions_loss: 6.5720 388/2438 [===>..........................] - ETA: 4:44 - loss: 841.0429 - 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[====>.........................] - ETA: 4:36 - loss: 831.0892 - logits_profile_predictions_loss: 717.7242 - logcount_predictions_loss: 6.1278 448/2438 [====>.........................] - ETA: 4:36 - loss: 830.9388 - logits_profile_predictions_loss: 717.6940 - logcount_predictions_loss: 6.1213 449/2438 [====>.........................] - ETA: 4:36 - loss: 830.7885 - logits_profile_predictions_loss: 717.6635 - logcount_predictions_loss: 6.1149 450/2438 [====>.........................] - ETA: 4:36 - loss: 830.6393 - logits_profile_predictions_loss: 717.6336 - logcount_predictions_loss: 6.1084 451/2438 [====>.........................] - ETA: 4:36 - loss: 830.4908 - logits_profile_predictions_loss: 717.6038 - logcount_predictions_loss: 6.1020 452/2438 [====>.........................] - ETA: 4:35 - loss: 830.3423 - logits_profile_predictions_loss: 717.5736 - logcount_predictions_loss: 6.0956 453/2438 [====>.........................] - ETA: 4:35 - loss: 830.1935 - 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[====>.........................] - ETA: 4:33 - loss: 827.2853 - logits_profile_predictions_loss: 716.9022 - logcount_predictions_loss: 5.9666 474/2438 [====>.........................] - ETA: 4:32 - loss: 827.1441 - logits_profile_predictions_loss: 716.8699 - logcount_predictions_loss: 5.9608 475/2438 [====>.........................] - ETA: 4:32 - loss: 827.0038 - logits_profile_predictions_loss: 716.8381 - logcount_predictions_loss: 5.9549 476/2438 [====>.........................] - ETA: 4:32 - loss: 826.8641 - logits_profile_predictions_loss: 716.8065 - logcount_predictions_loss: 5.9491 477/2438 [====>.........................] - ETA: 4:32 - loss: 826.7250 - logits_profile_predictions_loss: 716.7751 - logcount_predictions_loss: 5.9432 478/2438 [====>.........................] - ETA: 4:32 - loss: 826.5866 - logits_profile_predictions_loss: 716.7438 - logcount_predictions_loss: 5.9374 479/2438 [====>.........................] - ETA: 4:32 - loss: 826.4490 - 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[====>.........................] - ETA: 4:31 - loss: 825.4984 - logits_profile_predictions_loss: 716.4991 - logcount_predictions_loss: 5.8918 487/2438 [====>.........................] - ETA: 4:31 - loss: 825.3640 - logits_profile_predictions_loss: 716.4684 - logcount_predictions_loss: 5.8862 488/2438 [=====>........................] - ETA: 4:30 - loss: 825.2298 - logits_profile_predictions_loss: 716.4377 - logcount_predictions_loss: 5.8807 489/2438 [=====>........................] - ETA: 4:30 - loss: 825.0962 - logits_profile_predictions_loss: 716.4070 - logcount_predictions_loss: 5.8751 490/2438 [=====>........................] - ETA: 4:30 - loss: 824.9633 - logits_profile_predictions_loss: 716.3766 - logcount_predictions_loss: 5.8695 491/2438 [=====>........................] - ETA: 4:30 - loss: 824.8305 - logits_profile_predictions_loss: 716.3461 - logcount_predictions_loss: 5.8640 492/2438 [=====>........................] - ETA: 4:30 - loss: 824.6980 - logits_profile_predictions_loss: 716.3153 - logcount_predictions_loss: 5.8585 493/2438 [=====>........................] - ETA: 4:30 - loss: 824.5655 - logits_profile_predictions_loss: 716.2844 - logcount_predictions_loss: 5.8530 494/2438 [=====>........................] - ETA: 4:30 - loss: 824.4339 - logits_profile_predictions_loss: 716.2539 - logcount_predictions_loss: 5.8476 495/2438 [=====>........................] - ETA: 4:30 - loss: 824.3027 - logits_profile_predictions_loss: 716.2234 - logcount_predictions_loss: 5.8421 496/2438 [=====>........................] - ETA: 4:29 - loss: 824.1713 - logits_profile_predictions_loss: 716.1923 - logcount_predictions_loss: 5.8367 497/2438 [=====>........................] - ETA: 4:29 - loss: 824.0398 - logits_profile_predictions_loss: 716.1610 - logcount_predictions_loss: 5.8313 498/2438 [=====>........................] - ETA: 4:29 - loss: 823.9087 - logits_profile_predictions_loss: 716.1295 - logcount_predictions_loss: 5.8259 499/2438 [=====>........................] - ETA: 4:29 - loss: 823.7785 - logits_profile_predictions_loss: 716.0987 - logcount_predictions_loss: 5.8205 500/2438 [=====>........................] - ETA: 4:29 - loss: 823.6489 - logits_profile_predictions_loss: 716.0680 - logcount_predictions_loss: 5.8152 501/2438 [=====>........................] - ETA: 4:29 - loss: 823.5193 - logits_profile_predictions_loss: 716.0370 - logcount_predictions_loss: 5.8098 502/2438 [=====>........................] - ETA: 4:29 - loss: 823.3903 - logits_profile_predictions_loss: 716.0063 - logcount_predictions_loss: 5.8045 503/2438 [=====>........................] - ETA: 4:28 - loss: 823.2618 - logits_profile_predictions_loss: 715.9756 - logcount_predictions_loss: 5.7992 504/2438 [=====>........................] - ETA: 4:28 - loss: 823.1330 - logits_profile_predictions_loss: 715.9445 - logcount_predictions_loss: 5.7940 505/2438 [=====>........................] - ETA: 4:28 - loss: 823.0051 - logits_profile_predictions_loss: 715.9137 - logcount_predictions_loss: 5.7887 506/2438 [=====>........................] - ETA: 4:28 - loss: 822.8780 - logits_profile_predictions_loss: 715.8835 - logcount_predictions_loss: 5.7835 507/2438 [=====>........................] - ETA: 4:28 - loss: 822.7512 - logits_profile_predictions_loss: 715.8531 - logcount_predictions_loss: 5.7783 508/2438 [=====>........................] - ETA: 4:28 - loss: 822.6247 - logits_profile_predictions_loss: 715.8228 - logcount_predictions_loss: 5.7731 509/2438 [=====>........................] - ETA: 4:28 - loss: 822.4984 - logits_profile_predictions_loss: 715.7924 - logcount_predictions_loss: 5.7679 510/2438 [=====>........................] - ETA: 4:27 - loss: 822.3725 - logits_profile_predictions_loss: 715.7620 - logcount_predictions_loss: 5.7627 511/2438 [=====>........................] - ETA: 4:27 - loss: 822.2480 - logits_profile_predictions_loss: 715.7325 - logcount_predictions_loss: 5.7576 512/2438 [=====>........................] - ETA: 4:27 - loss: 822.1242 - logits_profile_predictions_loss: 715.7035 - logcount_predictions_loss: 5.7525 513/2438 [=====>........................] - ETA: 4:27 - loss: 822.0010 - logits_profile_predictions_loss: 715.6746 - logcount_predictions_loss: 5.7474 514/2438 [=====>........................] - ETA: 4:27 - loss: 821.8778 - logits_profile_predictions_loss: 715.6455 - logcount_predictions_loss: 5.7423 515/2438 [=====>........................] - ETA: 4:27 - loss: 821.7553 - logits_profile_predictions_loss: 715.6167 - logcount_predictions_loss: 5.7372 516/2438 [=====>........................] - ETA: 4:27 - loss: 821.6334 - logits_profile_predictions_loss: 715.5882 - logcount_predictions_loss: 5.7322 517/2438 [=====>........................] - ETA: 4:26 - loss: 821.5119 - logits_profile_predictions_loss: 715.5597 - logcount_predictions_loss: 5.7271 518/2438 [=====>........................] - ETA: 4:26 - loss: 821.3904 - 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[============================>.] - ETA: 0s - loss: 742.5730 - logits_profile_predictions_loss: 684.1646 - logcount_predictions_loss: 3.1572 2438/2438 [==============================] - ETA: 0s - loss: 742.5522 - logits_profile_predictions_loss: 684.1548 - logcount_predictions_loss: 3.1566 2438/2438 [==============================] - 360s 145ms/step - loss: 742.5314 - logits_profile_predictions_loss: 684.1450 - logcount_predictions_loss: 3.1560 - val_loss: 636.0199 - val_logits_profile_predictions_loss: 628.3623 - val_logcount_predictions_loss: 0.4139 Epoch 00001: val_loss improved from inf to 636.01990, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2438 [..............................] - ETA: 6:19 - loss: 637.9144 - logits_profile_predictions_loss: 628.8627 - logcount_predictions_loss: 0.4893 2/2438 [..............................] - ETA: 5:49 - loss: 679.9185 - 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[..............................] - ETA: 5:38 - loss: 691.6924 - logits_profile_predictions_loss: 683.9065 - logcount_predictions_loss: 0.4209 10/2438 [..............................] - ETA: 5:38 - loss: 690.0474 - logits_profile_predictions_loss: 682.3033 - logcount_predictions_loss: 0.4186 11/2438 [..............................] - ETA: 5:37 - loss: 687.5690 - logits_profile_predictions_loss: 679.8427 - logcount_predictions_loss: 0.4176 12/2438 [..............................] - ETA: 5:37 - loss: 686.0299 - logits_profile_predictions_loss: 678.3244 - logcount_predictions_loss: 0.4165 13/2438 [..............................] - ETA: 5:37 - loss: 684.4793 - logits_profile_predictions_loss: 676.7910 - logcount_predictions_loss: 0.4156 14/2438 [..............................] - ETA: 5:37 - loss: 683.1026 - logits_profile_predictions_loss: 675.4320 - logcount_predictions_loss: 0.4146 15/2438 [..............................] - ETA: 5:36 - loss: 681.2521 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:28 - loss: 650.3263 - logits_profile_predictions_loss: 642.5255 - logcount_predictions_loss: 0.4217 76/2438 [..............................] - ETA: 5:27 - loss: 650.1755 - logits_profile_predictions_loss: 642.3754 - logcount_predictions_loss: 0.4216 77/2438 [..............................] - ETA: 5:27 - loss: 650.0317 - logits_profile_predictions_loss: 642.2323 - logcount_predictions_loss: 0.4216 78/2438 [..............................] - ETA: 5:27 - loss: 649.8847 - logits_profile_predictions_loss: 642.0861 - logcount_predictions_loss: 0.4215 79/2438 [..............................] - ETA: 5:27 - loss: 649.7470 - logits_profile_predictions_loss: 641.9491 - logcount_predictions_loss: 0.4215 80/2438 [..............................] - ETA: 5:27 - loss: 649.6250 - logits_profile_predictions_loss: 641.8278 - logcount_predictions_loss: 0.4215 81/2438 [..............................] - ETA: 5:27 - loss: 649.4971 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 634.9062 - logcount_predictions_loss: 0.4191 401/2438 [===>..........................] - ETA: 4:42 - loss: 642.6546 - logits_profile_predictions_loss: 634.9012 - logcount_predictions_loss: 0.4191 402/2438 [===>..........................] - ETA: 4:42 - loss: 642.6496 - logits_profile_predictions_loss: 634.8964 - logcount_predictions_loss: 0.4191 403/2438 [===>..........................] - ETA: 4:42 - loss: 642.6452 - logits_profile_predictions_loss: 634.8922 - logcount_predictions_loss: 0.4191 404/2438 [===>..........................] - ETA: 4:42 - loss: 642.6409 - logits_profile_predictions_loss: 634.8881 - logcount_predictions_loss: 0.4191 405/2438 [===>..........................] - ETA: 4:42 - loss: 642.6365 - logits_profile_predictions_loss: 634.8839 - logcount_predictions_loss: 0.4191 406/2438 [===>..........................] - ETA: 4:42 - loss: 642.6321 - logits_profile_predictions_loss: 634.8797 - logcount_predictions_loss: 0.4191 407/2438 [====>.........................] - ETA: 4:41 - loss: 642.6277 - logits_profile_predictions_loss: 634.8755 - logcount_predictions_loss: 0.4190 408/2438 [====>.........................] - ETA: 4:41 - loss: 642.6231 - logits_profile_predictions_loss: 634.8711 - logcount_predictions_loss: 0.4190 409/2438 [====>.........................] - ETA: 4:41 - loss: 642.6184 - logits_profile_predictions_loss: 634.8666 - logcount_predictions_loss: 0.4190 410/2438 [====>.........................] - ETA: 4:41 - loss: 642.6139 - logits_profile_predictions_loss: 634.8623 - logcount_predictions_loss: 0.4190 411/2438 [====>.........................] - ETA: 4:41 - loss: 642.6095 - logits_profile_predictions_loss: 634.8582 - logcount_predictions_loss: 0.4190 412/2438 [====>.........................] - ETA: 4:41 - loss: 642.6060 - logits_profile_predictions_loss: 634.8549 - logcount_predictions_loss: 0.4190 413/2438 [====>.........................] - ETA: 4:41 - loss: 642.6022 - 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[====>.........................] - ETA: 4:40 - loss: 642.5768 - logits_profile_predictions_loss: 634.8273 - logcount_predictions_loss: 0.4189 421/2438 [====>.........................] - ETA: 4:40 - loss: 642.5732 - logits_profile_predictions_loss: 634.8239 - logcount_predictions_loss: 0.4189 422/2438 [====>.........................] - ETA: 4:39 - loss: 642.5693 - logits_profile_predictions_loss: 634.8202 - logcount_predictions_loss: 0.4189 423/2438 [====>.........................] - ETA: 4:39 - loss: 642.5657 - logits_profile_predictions_loss: 634.8169 - logcount_predictions_loss: 0.4189 424/2438 [====>.........................] - ETA: 4:39 - loss: 642.5625 - logits_profile_predictions_loss: 634.8139 - logcount_predictions_loss: 0.4189 425/2438 [====>.........................] - ETA: 4:39 - loss: 642.5594 - logits_profile_predictions_loss: 634.8110 - logcount_predictions_loss: 0.4188 426/2438 [====>.........................] - ETA: 4:39 - loss: 642.5561 - 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[====>.........................] - ETA: 4:38 - loss: 642.5357 - logits_profile_predictions_loss: 634.7888 - logcount_predictions_loss: 0.4188 434/2438 [====>.........................] - ETA: 4:38 - loss: 642.5335 - logits_profile_predictions_loss: 634.7868 - logcount_predictions_loss: 0.4187 435/2438 [====>.........................] - ETA: 4:38 - loss: 642.5312 - logits_profile_predictions_loss: 634.7847 - logcount_predictions_loss: 0.4187 436/2438 [====>.........................] - ETA: 4:37 - loss: 642.5293 - logits_profile_predictions_loss: 634.7830 - logcount_predictions_loss: 0.4187 437/2438 [====>.........................] - ETA: 4:37 - loss: 642.5271 - logits_profile_predictions_loss: 634.7810 - logcount_predictions_loss: 0.4187 438/2438 [====>.........................] - ETA: 4:37 - loss: 642.5250 - logits_profile_predictions_loss: 634.7790 - logcount_predictions_loss: 0.4187 439/2438 [====>.........................] - ETA: 4:37 - loss: 642.5225 - 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[====>.........................] - ETA: 4:36 - loss: 642.4980 - logits_profile_predictions_loss: 634.7536 - logcount_predictions_loss: 0.4186 447/2438 [====>.........................] - ETA: 4:36 - loss: 642.4944 - logits_profile_predictions_loss: 634.7502 - logcount_predictions_loss: 0.4186 448/2438 [====>.........................] - ETA: 4:36 - loss: 642.4907 - logits_profile_predictions_loss: 634.7468 - logcount_predictions_loss: 0.4186 449/2438 [====>.........................] - ETA: 4:36 - loss: 642.4873 - logits_profile_predictions_loss: 634.7436 - logcount_predictions_loss: 0.4186 450/2438 [====>.........................] - ETA: 4:36 - loss: 642.4841 - logits_profile_predictions_loss: 634.7405 - logcount_predictions_loss: 0.4186 451/2438 [====>.........................] - ETA: 4:35 - loss: 642.4808 - logits_profile_predictions_loss: 634.7375 - logcount_predictions_loss: 0.4186 452/2438 [====>.........................] - ETA: 4:35 - loss: 642.4772 - 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[====>.........................] - ETA: 4:34 - loss: 642.4561 - logits_profile_predictions_loss: 634.7145 - logcount_predictions_loss: 0.4185 460/2438 [====>.........................] - ETA: 4:34 - loss: 642.4534 - logits_profile_predictions_loss: 634.7120 - logcount_predictions_loss: 0.4185 461/2438 [====>.........................] - ETA: 4:34 - loss: 642.4503 - logits_profile_predictions_loss: 634.7091 - logcount_predictions_loss: 0.4184 462/2438 [====>.........................] - ETA: 4:34 - loss: 642.4475 - logits_profile_predictions_loss: 634.7066 - logcount_predictions_loss: 0.4184 463/2438 [====>.........................] - ETA: 4:34 - loss: 642.4448 - logits_profile_predictions_loss: 634.7042 - logcount_predictions_loss: 0.4184 464/2438 [====>.........................] - ETA: 4:34 - loss: 642.4423 - logits_profile_predictions_loss: 634.7019 - logcount_predictions_loss: 0.4184 465/2438 [====>.........................] - ETA: 4:33 - loss: 642.4398 - 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[====>.........................] - ETA: 4:32 - loss: 642.4192 - logits_profile_predictions_loss: 634.6810 - logcount_predictions_loss: 0.4183 473/2438 [====>.........................] - ETA: 4:32 - loss: 642.4161 - logits_profile_predictions_loss: 634.6782 - logcount_predictions_loss: 0.4183 474/2438 [====>.........................] - ETA: 4:32 - loss: 642.4129 - logits_profile_predictions_loss: 634.6753 - logcount_predictions_loss: 0.4183 475/2438 [====>.........................] - ETA: 4:32 - loss: 642.4101 - logits_profile_predictions_loss: 634.6727 - logcount_predictions_loss: 0.4182 476/2438 [====>.........................] - ETA: 4:32 - loss: 642.4076 - logits_profile_predictions_loss: 634.6706 - logcount_predictions_loss: 0.4182 477/2438 [====>.........................] - ETA: 4:32 - loss: 642.4054 - logits_profile_predictions_loss: 634.6686 - logcount_predictions_loss: 0.4182 478/2438 [====>.........................] - ETA: 4:32 - loss: 642.4032 - logits_profile_predictions_loss: 634.6666 - logcount_predictions_loss: 0.4182 479/2438 [====>.........................] - ETA: 4:31 - loss: 642.4009 - logits_profile_predictions_loss: 634.6646 - logcount_predictions_loss: 0.4182 480/2438 [====>.........................] - ETA: 4:31 - loss: 642.3986 - logits_profile_predictions_loss: 634.6626 - logcount_predictions_loss: 0.4182 481/2438 [====>.........................] - ETA: 4:31 - loss: 642.3965 - logits_profile_predictions_loss: 634.6607 - logcount_predictions_loss: 0.4182 482/2438 [====>.........................] - ETA: 4:31 - loss: 642.3941 - logits_profile_predictions_loss: 634.6586 - logcount_predictions_loss: 0.4181 483/2438 [====>.........................] - ETA: 4:31 - loss: 642.3921 - logits_profile_predictions_loss: 634.6568 - logcount_predictions_loss: 0.4181 484/2438 [====>.........................] - ETA: 4:31 - loss: 642.3896 - logits_profile_predictions_loss: 634.6546 - logcount_predictions_loss: 0.4181 485/2438 [====>.........................] - ETA: 4:31 - loss: 642.3874 - logits_profile_predictions_loss: 634.6526 - logcount_predictions_loss: 0.4181 486/2438 [====>.........................] - ETA: 4:31 - loss: 642.3847 - logits_profile_predictions_loss: 634.6502 - logcount_predictions_loss: 0.4181 487/2438 [====>.........................] - ETA: 4:30 - loss: 642.3822 - logits_profile_predictions_loss: 634.6480 - logcount_predictions_loss: 0.4181 488/2438 [=====>........................] - ETA: 4:30 - loss: 642.3801 - logits_profile_predictions_loss: 634.6461 - logcount_predictions_loss: 0.4181 489/2438 [=====>........................] - ETA: 4:30 - loss: 642.3776 - logits_profile_predictions_loss: 634.6439 - logcount_predictions_loss: 0.4180 490/2438 [=====>........................] - ETA: 4:30 - loss: 642.3755 - logits_profile_predictions_loss: 634.6420 - logcount_predictions_loss: 0.4180 491/2438 [=====>........................] - ETA: 4:30 - loss: 642.3734 - logits_profile_predictions_loss: 634.6403 - logcount_predictions_loss: 0.4180 492/2438 [=====>........................] - ETA: 4:30 - loss: 642.3712 - logits_profile_predictions_loss: 634.6383 - logcount_predictions_loss: 0.4180 493/2438 [=====>........................] - ETA: 4:30 - loss: 642.3688 - logits_profile_predictions_loss: 634.6362 - logcount_predictions_loss: 0.4180 494/2438 [=====>........................] - ETA: 4:29 - loss: 642.3662 - logits_profile_predictions_loss: 634.6339 - logcount_predictions_loss: 0.4180 495/2438 [=====>........................] - ETA: 4:29 - loss: 642.3633 - logits_profile_predictions_loss: 634.6312 - logcount_predictions_loss: 0.4180 496/2438 [=====>........................] - ETA: 4:29 - loss: 642.3603 - logits_profile_predictions_loss: 634.6285 - logcount_predictions_loss: 0.4179 497/2438 [=====>........................] - ETA: 4:29 - loss: 642.3572 - logits_profile_predictions_loss: 634.6256 - logcount_predictions_loss: 0.4179 498/2438 [=====>........................] - ETA: 4:29 - loss: 642.3539 - logits_profile_predictions_loss: 634.6226 - logcount_predictions_loss: 0.4179 499/2438 [=====>........................] - ETA: 4:29 - loss: 642.3502 - logits_profile_predictions_loss: 634.6193 - logcount_predictions_loss: 0.4179 500/2438 [=====>........................] - ETA: 4:29 - loss: 642.3464 - logits_profile_predictions_loss: 634.6157 - logcount_predictions_loss: 0.4179 501/2438 [=====>........................] - ETA: 4:28 - loss: 642.3423 - logits_profile_predictions_loss: 634.6119 - logcount_predictions_loss: 0.4179 502/2438 [=====>........................] - ETA: 4:28 - loss: 642.3382 - logits_profile_predictions_loss: 634.6082 - logcount_predictions_loss: 0.4178 503/2438 [=====>........................] - ETA: 4:28 - loss: 642.3339 - logits_profile_predictions_loss: 634.6042 - logcount_predictions_loss: 0.4178 504/2438 [=====>........................] - ETA: 4:28 - loss: 642.3292 - logits_profile_predictions_loss: 634.5998 - logcount_predictions_loss: 0.4178 505/2438 [=====>........................] - ETA: 4:28 - loss: 642.3241 - logits_profile_predictions_loss: 634.5949 - logcount_predictions_loss: 0.4178 506/2438 [=====>........................] - ETA: 4:28 - loss: 642.3195 - logits_profile_predictions_loss: 634.5907 - logcount_predictions_loss: 0.4178 507/2438 [=====>........................] - ETA: 4:28 - loss: 642.3148 - logits_profile_predictions_loss: 634.5863 - logcount_predictions_loss: 0.4178 508/2438 [=====>........................] - ETA: 4:27 - loss: 642.3099 - logits_profile_predictions_loss: 634.5817 - logcount_predictions_loss: 0.4177 509/2438 [=====>........................] - ETA: 4:27 - loss: 642.3046 - logits_profile_predictions_loss: 634.5767 - logcount_predictions_loss: 0.4177 510/2438 [=====>........................] - ETA: 4:27 - loss: 642.2995 - logits_profile_predictions_loss: 634.5719 - logcount_predictions_loss: 0.4177 511/2438 [=====>........................] - ETA: 4:27 - loss: 642.2947 - logits_profile_predictions_loss: 634.5674 - logcount_predictions_loss: 0.4177 512/2438 [=====>........................] - ETA: 4:27 - loss: 642.2898 - logits_profile_predictions_loss: 634.5628 - logcount_predictions_loss: 0.4177 513/2438 [=====>........................] - ETA: 4:27 - loss: 642.2849 - logits_profile_predictions_loss: 634.5582 - logcount_predictions_loss: 0.4177 514/2438 [=====>........................] - ETA: 4:27 - loss: 642.2796 - logits_profile_predictions_loss: 634.5532 - logcount_predictions_loss: 0.4176 515/2438 [=====>........................] - ETA: 4:27 - loss: 642.2742 - logits_profile_predictions_loss: 634.5481 - logcount_predictions_loss: 0.4176 516/2438 [=====>........................] - ETA: 4:26 - loss: 642.2685 - logits_profile_predictions_loss: 634.5427 - logcount_predictions_loss: 0.4176 517/2438 [=====>........................] - ETA: 4:26 - loss: 642.2623 - 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[============================>.] - ETA: 0s - loss: 639.0687 - logits_profile_predictions_loss: 631.5862 - logcount_predictions_loss: 0.4044 2438/2438 [==============================] - ETA: 0s - loss: 639.0675 - logits_profile_predictions_loss: 631.5851 - logcount_predictions_loss: 0.4044 2438/2438 [==============================] - 353s 145ms/step - loss: 639.0662 - logits_profile_predictions_loss: 631.5839 - logcount_predictions_loss: 0.4044 - val_loss: 616.9006 - val_logits_profile_predictions_loss: 610.6444 - val_logcount_predictions_loss: 0.3382 Epoch 00002: val_loss improved from 636.01990 to 616.90057, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2438 [..............................] - ETA: 6:18 - loss: 678.4111 - logits_profile_predictions_loss: 669.1947 - logcount_predictions_loss: 0.4982 2/2438 [..............................] - ETA: 6:01 - loss: 687.7766 - 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[..............................] - ETA: 5:40 - loss: 666.9318 - logits_profile_predictions_loss: 659.6357 - logcount_predictions_loss: 0.3944 10/2438 [..............................] - ETA: 5:39 - loss: 664.5445 - logits_profile_predictions_loss: 657.3177 - logcount_predictions_loss: 0.3906 11/2438 [..............................] - ETA: 5:39 - loss: 662.2057 - logits_profile_predictions_loss: 655.0461 - logcount_predictions_loss: 0.3870 12/2438 [..............................] - ETA: 5:39 - loss: 659.7062 - logits_profile_predictions_loss: 652.5918 - logcount_predictions_loss: 0.3846 13/2438 [..............................] - ETA: 5:38 - loss: 657.3816 - logits_profile_predictions_loss: 650.3030 - logcount_predictions_loss: 0.3826 14/2438 [..............................] - ETA: 5:38 - loss: 654.9811 - logits_profile_predictions_loss: 647.9279 - logcount_predictions_loss: 0.3813 15/2438 [..............................] - ETA: 5:38 - loss: 652.8618 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:32 - loss: 630.5975 - logits_profile_predictions_loss: 623.6063 - logcount_predictions_loss: 0.3779 43/2438 [..............................] - ETA: 5:32 - loss: 630.2781 - logits_profile_predictions_loss: 623.2937 - logcount_predictions_loss: 0.3775 44/2438 [..............................] - ETA: 5:32 - loss: 630.0073 - logits_profile_predictions_loss: 623.0307 - logcount_predictions_loss: 0.3771 45/2438 [..............................] - ETA: 5:32 - loss: 629.7691 - logits_profile_predictions_loss: 622.8003 - logcount_predictions_loss: 0.3767 46/2438 [..............................] - ETA: 5:32 - loss: 629.5155 - logits_profile_predictions_loss: 622.5554 - logcount_predictions_loss: 0.3762 47/2438 [..............................] - ETA: 5:32 - loss: 629.2832 - logits_profile_predictions_loss: 622.3304 - logcount_predictions_loss: 0.3758 48/2438 [..............................] - ETA: 5:32 - loss: 629.0640 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:28 - loss: 626.0026 - logits_profile_predictions_loss: 619.2154 - logcount_predictions_loss: 0.3669 76/2438 [..............................] - ETA: 5:28 - loss: 625.9597 - logits_profile_predictions_loss: 619.1757 - logcount_predictions_loss: 0.3667 77/2438 [..............................] - ETA: 5:27 - loss: 625.9082 - logits_profile_predictions_loss: 619.1273 - logcount_predictions_loss: 0.3665 78/2438 [..............................] - ETA: 5:27 - loss: 625.8441 - logits_profile_predictions_loss: 619.0663 - logcount_predictions_loss: 0.3664 79/2438 [..............................] - ETA: 5:27 - loss: 625.7834 - logits_profile_predictions_loss: 619.0083 - logcount_predictions_loss: 0.3662 80/2438 [..............................] - ETA: 5:27 - loss: 625.7230 - logits_profile_predictions_loss: 618.9508 - logcount_predictions_loss: 0.3661 81/2438 [..............................] - ETA: 5:27 - loss: 625.6750 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:23 - loss: 625.2378 - logits_profile_predictions_loss: 618.5165 - logcount_predictions_loss: 0.3633 109/2438 [>.............................] - ETA: 5:23 - loss: 625.2241 - logits_profile_predictions_loss: 618.5029 - logcount_predictions_loss: 0.3633 110/2438 [>.............................] - ETA: 5:23 - loss: 625.2116 - logits_profile_predictions_loss: 618.4906 - logcount_predictions_loss: 0.3633 111/2438 [>.............................] - ETA: 5:23 - loss: 625.2032 - logits_profile_predictions_loss: 618.4825 - logcount_predictions_loss: 0.3633 112/2438 [>.............................] - ETA: 5:23 - loss: 625.1965 - logits_profile_predictions_loss: 618.4761 - logcount_predictions_loss: 0.3633 113/2438 [>.............................] - ETA: 5:23 - loss: 625.1925 - logits_profile_predictions_loss: 618.4725 - logcount_predictions_loss: 0.3632 114/2438 [>.............................] - ETA: 5:22 - loss: 625.1850 - 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[>.............................] - ETA: 5:21 - loss: 625.1637 - logits_profile_predictions_loss: 618.4451 - logcount_predictions_loss: 0.3632 122/2438 [>.............................] - ETA: 5:21 - loss: 625.1727 - logits_profile_predictions_loss: 618.4541 - logcount_predictions_loss: 0.3632 123/2438 [>.............................] - ETA: 5:21 - loss: 625.1845 - logits_profile_predictions_loss: 618.4657 - logcount_predictions_loss: 0.3632 124/2438 [>.............................] - ETA: 5:21 - loss: 625.1972 - logits_profile_predictions_loss: 618.4782 - logcount_predictions_loss: 0.3632 125/2438 [>.............................] - ETA: 5:21 - loss: 625.2051 - logits_profile_predictions_loss: 618.4859 - logcount_predictions_loss: 0.3632 126/2438 [>.............................] - ETA: 5:21 - loss: 625.2125 - logits_profile_predictions_loss: 618.4931 - logcount_predictions_loss: 0.3632 127/2438 [>.............................] - ETA: 5:21 - loss: 625.2168 - 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logits_profile_predictions_loss: 618.9265 - logcount_predictions_loss: 0.3633 154/2438 [>.............................] - ETA: 5:17 - loss: 625.6585 - logits_profile_predictions_loss: 618.9365 - logcount_predictions_loss: 0.3633 155/2438 [>.............................] - ETA: 5:17 - loss: 625.6676 - logits_profile_predictions_loss: 618.9457 - logcount_predictions_loss: 0.3633 156/2438 [>.............................] - ETA: 5:16 - loss: 625.6728 - logits_profile_predictions_loss: 618.9506 - logcount_predictions_loss: 0.3634 157/2438 [>.............................] - ETA: 5:16 - loss: 625.6738 - logits_profile_predictions_loss: 618.9515 - logcount_predictions_loss: 0.3634 158/2438 [>.............................] - ETA: 5:16 - loss: 625.6781 - logits_profile_predictions_loss: 618.9558 - logcount_predictions_loss: 0.3634 159/2438 [>.............................] - ETA: 5:16 - loss: 625.6808 - logits_profile_predictions_loss: 618.9584 - logcount_predictions_loss: 0.3634 160/2438 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logits_profile_predictions_loss: 619.0022 - logcount_predictions_loss: 0.3659 401/2438 [===>..........................] - ETA: 4:42 - loss: 625.7694 - logits_profile_predictions_loss: 619.0003 - logcount_predictions_loss: 0.3659 402/2438 [===>..........................] - ETA: 4:42 - loss: 625.7676 - logits_profile_predictions_loss: 618.9985 - logcount_predictions_loss: 0.3659 403/2438 [===>..........................] - ETA: 4:42 - loss: 625.7655 - logits_profile_predictions_loss: 618.9963 - logcount_predictions_loss: 0.3659 404/2438 [===>..........................] - ETA: 4:42 - loss: 625.7634 - logits_profile_predictions_loss: 618.9941 - logcount_predictions_loss: 0.3659 405/2438 [===>..........................] - ETA: 4:42 - loss: 625.7609 - logits_profile_predictions_loss: 618.9915 - logcount_predictions_loss: 0.3659 406/2438 [===>..........................] - ETA: 4:42 - loss: 625.7587 - logits_profile_predictions_loss: 618.9893 - logcount_predictions_loss: 0.3659 407/2438 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[====>.........................] - ETA: 4:34 - loss: 625.7133 - logits_profile_predictions_loss: 618.9426 - logcount_predictions_loss: 0.3660 460/2438 [====>.........................] - ETA: 4:34 - loss: 625.7126 - logits_profile_predictions_loss: 618.9419 - logcount_predictions_loss: 0.3660 461/2438 [====>.........................] - ETA: 4:34 - loss: 625.7118 - logits_profile_predictions_loss: 618.9412 - logcount_predictions_loss: 0.3660 462/2438 [====>.........................] - ETA: 4:34 - loss: 625.7107 - logits_profile_predictions_loss: 618.9402 - logcount_predictions_loss: 0.3660 463/2438 [====>.........................] - ETA: 4:34 - loss: 625.7098 - logits_profile_predictions_loss: 618.9393 - logcount_predictions_loss: 0.3660 464/2438 [====>.........................] - ETA: 4:33 - loss: 625.7086 - logits_profile_predictions_loss: 618.9382 - logcount_predictions_loss: 0.3660 465/2438 [====>.........................] - ETA: 4:33 - loss: 625.7074 - 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[====>.........................] - ETA: 4:31 - loss: 625.6848 - logits_profile_predictions_loss: 618.9157 - logcount_predictions_loss: 0.3659 486/2438 [====>.........................] - ETA: 4:30 - loss: 625.6837 - logits_profile_predictions_loss: 618.9147 - logcount_predictions_loss: 0.3659 487/2438 [====>.........................] - ETA: 4:30 - loss: 625.6825 - logits_profile_predictions_loss: 618.9136 - logcount_predictions_loss: 0.3659 488/2438 [=====>........................] - ETA: 4:30 - loss: 625.6814 - logits_profile_predictions_loss: 618.9125 - logcount_predictions_loss: 0.3659 489/2438 [=====>........................] - ETA: 4:30 - loss: 625.6804 - logits_profile_predictions_loss: 618.9115 - logcount_predictions_loss: 0.3659 490/2438 [=====>........................] - ETA: 4:30 - loss: 625.6793 - logits_profile_predictions_loss: 618.9106 - logcount_predictions_loss: 0.3659 491/2438 [=====>........................] - ETA: 4:30 - loss: 625.6779 - 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[============================>.] - ETA: 0s - loss: 626.2496 - logits_profile_predictions_loss: 619.5184 - logcount_predictions_loss: 0.3639 2438/2438 [==============================] - ETA: 0s - loss: 626.2495 - logits_profile_predictions_loss: 619.5183 - logcount_predictions_loss: 0.3638 2438/2438 [==============================] - 353s 145ms/step - loss: 626.2495 - logits_profile_predictions_loss: 619.5183 - logcount_predictions_loss: 0.3638 - val_loss: 615.7513 - val_logits_profile_predictions_loss: 609.2819 - val_logcount_predictions_loss: 0.3497 Epoch 00003: val_loss improved from 616.90057 to 615.75128, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2438 [..............................] - ETA: 6:17 - loss: 527.9811 - logits_profile_predictions_loss: 522.5778 - logcount_predictions_loss: 0.2921 2/2438 [..............................] - ETA: 5:40 - loss: 532.6474 - 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[====>.........................] - ETA: 4:41 - loss: 617.1187 - logits_profile_predictions_loss: 610.7865 - logcount_predictions_loss: 0.3423 408/2438 [====>.........................] - ETA: 4:41 - loss: 617.1169 - logits_profile_predictions_loss: 610.7848 - logcount_predictions_loss: 0.3423 409/2438 [====>.........................] - ETA: 4:41 - loss: 617.1153 - logits_profile_predictions_loss: 610.7832 - logcount_predictions_loss: 0.3423 410/2438 [====>.........................] - ETA: 4:41 - loss: 617.1142 - logits_profile_predictions_loss: 610.7822 - logcount_predictions_loss: 0.3423 411/2438 [====>.........................] - ETA: 4:41 - loss: 617.1131 - logits_profile_predictions_loss: 610.7811 - logcount_predictions_loss: 0.3423 412/2438 [====>.........................] - ETA: 4:41 - loss: 617.1120 - logits_profile_predictions_loss: 610.7800 - logcount_predictions_loss: 0.3423 413/2438 [====>.........................] - ETA: 4:41 - loss: 617.1106 - logits_profile_predictions_loss: 610.7785 - logcount_predictions_loss: 0.3423 414/2438 [====>.........................] - ETA: 4:41 - loss: 617.1091 - logits_profile_predictions_loss: 610.7771 - logcount_predictions_loss: 0.3423 415/2438 [====>.........................] - ETA: 4:40 - loss: 617.1069 - logits_profile_predictions_loss: 610.7749 - logcount_predictions_loss: 0.3423 416/2438 [====>.........................] - ETA: 4:40 - loss: 617.1050 - logits_profile_predictions_loss: 610.7730 - logcount_predictions_loss: 0.3423 417/2438 [====>.........................] - ETA: 4:40 - loss: 617.1037 - logits_profile_predictions_loss: 610.7717 - logcount_predictions_loss: 0.3423 418/2438 [====>.........................] - ETA: 4:40 - loss: 617.1026 - logits_profile_predictions_loss: 610.7706 - logcount_predictions_loss: 0.3423 419/2438 [====>.........................] - ETA: 4:40 - loss: 617.1015 - logits_profile_predictions_loss: 610.7695 - logcount_predictions_loss: 0.3423 420/2438 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[============================>.] - ETA: 0s - loss: 619.7501 - logits_profile_predictions_loss: 613.5218 - logcount_predictions_loss: 0.3367 2438/2438 [==============================] - ETA: 0s - loss: 619.7505 - logits_profile_predictions_loss: 613.5223 - logcount_predictions_loss: 0.3367 2438/2438 [==============================] - 353s 145ms/step - loss: 619.7510 - logits_profile_predictions_loss: 613.5228 - logcount_predictions_loss: 0.3367 - val_loss: 612.9418 - val_logits_profile_predictions_loss: 607.2124 - val_logcount_predictions_loss: 0.3097 Epoch 00004: val_loss improved from 615.75128 to 612.94183, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 5/50 1/2438 [..............................] - ETA: 6:18 - loss: 711.3800 - logits_profile_predictions_loss: 707.0245 - logcount_predictions_loss: 0.2354 2/2438 [..............................] - ETA: 5:55 - loss: 662.0533 - 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[..............................] - ETA: 5:39 - loss: 630.6880 - logits_profile_predictions_loss: 624.9728 - logcount_predictions_loss: 0.3089 10/2438 [..............................] - ETA: 5:38 - loss: 630.0106 - logits_profile_predictions_loss: 624.1660 - logcount_predictions_loss: 0.3159 11/2438 [..............................] - ETA: 5:38 - loss: 628.5273 - logits_profile_predictions_loss: 622.5527 - logcount_predictions_loss: 0.3230 12/2438 [..............................] - ETA: 5:38 - loss: 627.5190 - logits_profile_predictions_loss: 621.4540 - logcount_predictions_loss: 0.3278 13/2438 [..............................] - ETA: 5:38 - loss: 627.4322 - logits_profile_predictions_loss: 621.2824 - logcount_predictions_loss: 0.3324 14/2438 [..............................] - ETA: 5:37 - loss: 627.0319 - logits_profile_predictions_loss: 620.8158 - logcount_predictions_loss: 0.3360 15/2438 [..............................] - ETA: 5:37 - loss: 626.7651 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 618.1047 - logits_profile_predictions_loss: 612.2428 - logcount_predictions_loss: 0.3169 2438/2438 [==============================] - ETA: 0s - loss: 618.1044 - logits_profile_predictions_loss: 612.2424 - logcount_predictions_loss: 0.3169 2438/2438 [==============================] - 353s 145ms/step - loss: 618.1040 - logits_profile_predictions_loss: 612.2421 - logcount_predictions_loss: 0.3169 - val_loss: 607.1713 - val_logits_profile_predictions_loss: 601.4576 - val_logcount_predictions_loss: 0.3089 Epoch 00005: val_loss improved from 612.94183 to 607.17126, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 6/50 1/2438 [..............................] - ETA: 6:17 - loss: 724.8338 - logits_profile_predictions_loss: 720.0040 - logcount_predictions_loss: 0.2611 2/2438 [..............................] - ETA: 5:40 - loss: 717.8723 - 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[..............................] - ETA: 5:37 - loss: 672.2854 - logits_profile_predictions_loss: 667.0280 - logcount_predictions_loss: 0.2842 10/2438 [..............................] - ETA: 5:36 - loss: 667.1716 - logits_profile_predictions_loss: 661.8412 - logcount_predictions_loss: 0.2881 11/2438 [..............................] - ETA: 5:36 - loss: 663.0539 - logits_profile_predictions_loss: 657.6354 - logcount_predictions_loss: 0.2929 12/2438 [..............................] - ETA: 5:36 - loss: 659.4376 - logits_profile_predictions_loss: 653.9486 - logcount_predictions_loss: 0.2967 13/2438 [..............................] - ETA: 5:36 - loss: 656.2644 - logits_profile_predictions_loss: 650.7172 - logcount_predictions_loss: 0.2998 14/2438 [..............................] - ETA: 5:36 - loss: 653.4549 - logits_profile_predictions_loss: 647.8651 - logcount_predictions_loss: 0.3022 15/2438 [..............................] - ETA: 5:36 - loss: 651.2418 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 624.9938 - logcount_predictions_loss: 0.3109 115/2438 [>.............................] - ETA: 5:22 - loss: 630.6564 - logits_profile_predictions_loss: 624.9057 - logcount_predictions_loss: 0.3109 116/2438 [>.............................] - ETA: 5:22 - loss: 630.5726 - logits_profile_predictions_loss: 624.8232 - logcount_predictions_loss: 0.3108 117/2438 [>.............................] - ETA: 5:22 - loss: 630.4919 - logits_profile_predictions_loss: 624.7439 - logcount_predictions_loss: 0.3107 118/2438 [>.............................] - ETA: 5:22 - loss: 630.4131 - logits_profile_predictions_loss: 624.6665 - logcount_predictions_loss: 0.3106 119/2438 [>.............................] - ETA: 5:21 - loss: 630.3392 - logits_profile_predictions_loss: 624.5940 - logcount_predictions_loss: 0.3106 120/2438 [>.............................] - ETA: 5:21 - loss: 630.2631 - logits_profile_predictions_loss: 624.5191 - logcount_predictions_loss: 0.3105 121/2438 [>.............................] - ETA: 5:21 - loss: 630.1856 - logits_profile_predictions_loss: 624.4429 - logcount_predictions_loss: 0.3104 122/2438 [>.............................] - ETA: 5:21 - loss: 630.1048 - logits_profile_predictions_loss: 624.3633 - logcount_predictions_loss: 0.3104 123/2438 [>.............................] - ETA: 5:21 - loss: 630.0318 - logits_profile_predictions_loss: 624.2913 - logcount_predictions_loss: 0.3103 124/2438 [>.............................] - ETA: 5:21 - loss: 629.9630 - logits_profile_predictions_loss: 624.2233 - logcount_predictions_loss: 0.3103 125/2438 [>.............................] - ETA: 5:21 - loss: 629.8997 - logits_profile_predictions_loss: 624.1608 - logcount_predictions_loss: 0.3102 126/2438 [>.............................] - ETA: 5:20 - loss: 629.8345 - logits_profile_predictions_loss: 624.0965 - logcount_predictions_loss: 0.3102 127/2438 [>.............................] - ETA: 5:20 - loss: 629.7670 - 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[>.............................] - ETA: 5:19 - loss: 629.2533 - logits_profile_predictions_loss: 623.5213 - logcount_predictions_loss: 0.3098 135/2438 [>.............................] - ETA: 5:19 - loss: 629.1713 - logits_profile_predictions_loss: 623.4402 - logcount_predictions_loss: 0.3098 136/2438 [>.............................] - ETA: 5:19 - loss: 629.0904 - logits_profile_predictions_loss: 623.3602 - logcount_predictions_loss: 0.3097 137/2438 [>.............................] - ETA: 5:19 - loss: 629.0100 - logits_profile_predictions_loss: 623.2808 - logcount_predictions_loss: 0.3097 138/2438 [>.............................] - ETA: 5:19 - loss: 628.9304 - logits_profile_predictions_loss: 623.2022 - logcount_predictions_loss: 0.3096 139/2438 [>.............................] - ETA: 5:19 - loss: 628.8515 - logits_profile_predictions_loss: 623.1245 - logcount_predictions_loss: 0.3096 140/2438 [>.............................] - ETA: 5:18 - loss: 628.7736 - 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[>.............................] - ETA: 5:16 - loss: 627.1402 - logits_profile_predictions_loss: 621.4380 - logcount_predictions_loss: 0.3082 161/2438 [>.............................] - ETA: 5:16 - loss: 627.0544 - logits_profile_predictions_loss: 621.3532 - logcount_predictions_loss: 0.3082 162/2438 [>.............................] - ETA: 5:15 - loss: 626.9676 - logits_profile_predictions_loss: 621.2677 - logcount_predictions_loss: 0.3081 163/2438 [=>............................] - ETA: 5:15 - loss: 626.8833 - logits_profile_predictions_loss: 621.1845 - logcount_predictions_loss: 0.3080 164/2438 [=>............................] - ETA: 5:15 - loss: 626.7968 - logits_profile_predictions_loss: 621.0990 - logcount_predictions_loss: 0.3080 165/2438 [=>............................] - ETA: 5:15 - loss: 626.7121 - logits_profile_predictions_loss: 621.0153 - logcount_predictions_loss: 0.3079 166/2438 [=>............................] - ETA: 5:15 - loss: 626.6301 - 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[=>............................] - ETA: 5:12 - loss: 625.2632 - logits_profile_predictions_loss: 619.5851 - logcount_predictions_loss: 0.3069 187/2438 [=>............................] - ETA: 5:12 - loss: 625.2059 - logits_profile_predictions_loss: 619.5286 - logcount_predictions_loss: 0.3069 188/2438 [=>............................] - ETA: 5:12 - loss: 625.1478 - logits_profile_predictions_loss: 619.4714 - logcount_predictions_loss: 0.3068 189/2438 [=>............................] - ETA: 5:12 - loss: 625.0885 - logits_profile_predictions_loss: 619.4129 - logcount_predictions_loss: 0.3068 190/2438 [=>............................] - ETA: 5:11 - loss: 625.0283 - logits_profile_predictions_loss: 619.3535 - logcount_predictions_loss: 0.3067 191/2438 [=>............................] - ETA: 5:11 - loss: 624.9699 - logits_profile_predictions_loss: 619.2959 - logcount_predictions_loss: 0.3067 192/2438 [=>............................] - ETA: 5:11 - loss: 624.9111 - 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[=>............................] - ETA: 5:08 - loss: 623.8655 - logits_profile_predictions_loss: 618.2034 - logcount_predictions_loss: 0.3061 213/2438 [=>............................] - ETA: 5:08 - loss: 623.8171 - logits_profile_predictions_loss: 618.1553 - logcount_predictions_loss: 0.3060 214/2438 [=>............................] - ETA: 5:08 - loss: 623.7685 - logits_profile_predictions_loss: 618.1071 - logcount_predictions_loss: 0.3060 215/2438 [=>............................] - ETA: 5:08 - loss: 623.7180 - logits_profile_predictions_loss: 618.0570 - logcount_predictions_loss: 0.3060 216/2438 [=>............................] - ETA: 5:08 - loss: 623.6677 - logits_profile_predictions_loss: 618.0071 - logcount_predictions_loss: 0.3060 217/2438 [=>............................] - ETA: 5:08 - loss: 623.6183 - logits_profile_predictions_loss: 617.9581 - logcount_predictions_loss: 0.3060 218/2438 [=>............................] - ETA: 5:08 - loss: 623.5693 - 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[=>............................] - ETA: 5:07 - loss: 623.2186 - logits_profile_predictions_loss: 617.5618 - logcount_predictions_loss: 0.3058 226/2438 [=>............................] - ETA: 5:06 - loss: 623.1674 - logits_profile_predictions_loss: 617.5111 - logcount_predictions_loss: 0.3058 227/2438 [=>............................] - ETA: 5:06 - loss: 623.1173 - logits_profile_predictions_loss: 617.4614 - logcount_predictions_loss: 0.3057 228/2438 [=>............................] - ETA: 5:06 - loss: 623.0665 - logits_profile_predictions_loss: 617.4111 - logcount_predictions_loss: 0.3057 229/2438 [=>............................] - ETA: 5:06 - loss: 623.0156 - logits_profile_predictions_loss: 617.3607 - logcount_predictions_loss: 0.3057 230/2438 [=>............................] - ETA: 5:06 - loss: 622.9638 - logits_profile_predictions_loss: 617.3094 - logcount_predictions_loss: 0.3056 231/2438 [=>............................] - ETA: 5:06 - loss: 622.9128 - 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logits_profile_predictions_loss: 612.4753 - logcount_predictions_loss: 0.3023 493/2438 [=====>........................] - ETA: 4:29 - loss: 618.0620 - logits_profile_predictions_loss: 612.4689 - logcount_predictions_loss: 0.3023 494/2438 [=====>........................] - ETA: 4:29 - loss: 618.0551 - logits_profile_predictions_loss: 612.4622 - logcount_predictions_loss: 0.3023 495/2438 [=====>........................] - ETA: 4:29 - loss: 618.0482 - logits_profile_predictions_loss: 612.4554 - logcount_predictions_loss: 0.3023 496/2438 [=====>........................] - ETA: 4:28 - loss: 618.0408 - logits_profile_predictions_loss: 612.4482 - logcount_predictions_loss: 0.3023 497/2438 [=====>........................] - ETA: 4:28 - loss: 618.0332 - logits_profile_predictions_loss: 612.4408 - logcount_predictions_loss: 0.3023 498/2438 [=====>........................] - ETA: 4:28 - loss: 618.0258 - logits_profile_predictions_loss: 612.4335 - logcount_predictions_loss: 0.3023 499/2438 [=====>........................] - ETA: 4:28 - loss: 618.0184 - logits_profile_predictions_loss: 612.4262 - logcount_predictions_loss: 0.3023 500/2438 [=====>........................] - ETA: 4:28 - loss: 618.0110 - logits_profile_predictions_loss: 612.4190 - logcount_predictions_loss: 0.3023 501/2438 [=====>........................] - ETA: 4:28 - loss: 618.0034 - logits_profile_predictions_loss: 612.4115 - logcount_predictions_loss: 0.3023 502/2438 [=====>........................] - ETA: 4:28 - loss: 617.9956 - logits_profile_predictions_loss: 612.4039 - logcount_predictions_loss: 0.3023 503/2438 [=====>........................] - ETA: 4:28 - loss: 617.9883 - logits_profile_predictions_loss: 612.3968 - logcount_predictions_loss: 0.3022 504/2438 [=====>........................] - ETA: 4:27 - loss: 617.9812 - logits_profile_predictions_loss: 612.3898 - logcount_predictions_loss: 0.3022 505/2438 [=====>........................] - ETA: 4:27 - loss: 617.9742 - 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[============================>.] - ETA: 4s - loss: 615.2542 - logits_profile_predictions_loss: 609.7253 - logcount_predictions_loss: 0.2989 2405/2438 [============================>.] - ETA: 4s - loss: 615.2534 - logits_profile_predictions_loss: 609.7245 - logcount_predictions_loss: 0.2989 2406/2438 [============================>.] - ETA: 4s - loss: 615.2526 - logits_profile_predictions_loss: 609.7237 - logcount_predictions_loss: 0.2989 2407/2438 [============================>.] - ETA: 4s - loss: 615.2517 - logits_profile_predictions_loss: 609.7228 - logcount_predictions_loss: 0.2989 2408/2438 [============================>.] - ETA: 4s - loss: 615.2509 - logits_profile_predictions_loss: 609.7220 - logcount_predictions_loss: 0.2989 2409/2438 [============================>.] - ETA: 4s - loss: 615.2501 - logits_profile_predictions_loss: 609.7212 - logcount_predictions_loss: 0.2989 2410/2438 [============================>.] - ETA: 3s - loss: 615.2492 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 615.2278 - logits_profile_predictions_loss: 609.6992 - logcount_predictions_loss: 0.2989 2438/2438 [==============================] - ETA: 0s - loss: 615.2270 - logits_profile_predictions_loss: 609.6984 - logcount_predictions_loss: 0.2989 2438/2438 [==============================] - 353s 145ms/step - loss: 615.2262 - logits_profile_predictions_loss: 609.6976 - logcount_predictions_loss: 0.2989 - val_loss: 607.3636 - val_logits_profile_predictions_loss: 602.0859 - val_logcount_predictions_loss: 0.2853 Epoch 00006: val_loss did not improve from 607.17126 Epoch 7/50 1/2438 [..............................] - ETA: 6:18 - loss: 455.3391 - logits_profile_predictions_loss: 451.2186 - logcount_predictions_loss: 0.2227 2/2438 [..............................] - ETA: 5:46 - loss: 487.2599 - logits_profile_predictions_loss: 482.9703 - logcount_predictions_loss: 0.2319 3/2438 [..............................] - ETA: 5:41 - loss: 499.9577 - 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[..............................] - ETA: 5:37 - loss: 546.0200 - logits_profile_predictions_loss: 541.4554 - logcount_predictions_loss: 0.2467 11/2438 [..............................] - ETA: 5:37 - loss: 549.3882 - logits_profile_predictions_loss: 544.7922 - logcount_predictions_loss: 0.2484 12/2438 [..............................] - ETA: 5:36 - loss: 552.1699 - logits_profile_predictions_loss: 547.5605 - logcount_predictions_loss: 0.2492 13/2438 [..............................] - ETA: 5:36 - loss: 554.7870 - logits_profile_predictions_loss: 550.1562 - logcount_predictions_loss: 0.2503 14/2438 [..............................] - ETA: 5:36 - loss: 556.9017 - logits_profile_predictions_loss: 552.2365 - logcount_predictions_loss: 0.2522 15/2438 [..............................] - ETA: 5:36 - loss: 558.3753 - logits_profile_predictions_loss: 553.6769 - logcount_predictions_loss: 0.2540 16/2438 [..............................] - ETA: 5:36 - loss: 559.5348 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 590.0234 - logcount_predictions_loss: 0.2827 181/2438 [=>............................] - ETA: 5:12 - loss: 595.2799 - logits_profile_predictions_loss: 590.0495 - logcount_predictions_loss: 0.2827 182/2438 [=>............................] - ETA: 5:12 - loss: 595.3038 - logits_profile_predictions_loss: 590.0731 - logcount_predictions_loss: 0.2827 183/2438 [=>............................] - ETA: 5:12 - loss: 595.3265 - logits_profile_predictions_loss: 590.0956 - logcount_predictions_loss: 0.2828 184/2438 [=>............................] - ETA: 5:12 - loss: 595.3504 - logits_profile_predictions_loss: 590.1193 - logcount_predictions_loss: 0.2828 185/2438 [=>............................] - ETA: 5:12 - loss: 595.3741 - logits_profile_predictions_loss: 590.1427 - logcount_predictions_loss: 0.2828 186/2438 [=>............................] - ETA: 5:12 - loss: 595.3995 - logits_profile_predictions_loss: 590.1679 - logcount_predictions_loss: 0.2828 187/2438 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logits_profile_predictions_loss: 590.3513 - logcount_predictions_loss: 0.2829 194/2438 [=>............................] - ETA: 5:11 - loss: 595.6142 - logits_profile_predictions_loss: 590.3803 - logcount_predictions_loss: 0.2829 195/2438 [=>............................] - ETA: 5:10 - loss: 595.6436 - logits_profile_predictions_loss: 590.4093 - logcount_predictions_loss: 0.2829 196/2438 [=>............................] - ETA: 5:10 - loss: 595.6748 - logits_profile_predictions_loss: 590.4402 - logcount_predictions_loss: 0.2830 197/2438 [=>............................] - ETA: 5:10 - loss: 595.7071 - logits_profile_predictions_loss: 590.4722 - logcount_predictions_loss: 0.2830 198/2438 [=>............................] - ETA: 5:10 - loss: 595.7365 - logits_profile_predictions_loss: 590.5014 - logcount_predictions_loss: 0.2830 199/2438 [=>............................] - ETA: 5:10 - loss: 595.7670 - logits_profile_predictions_loss: 590.5316 - logcount_predictions_loss: 0.2830 200/2438 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[============================>.] - ETA: 4s - loss: 606.9865 - logits_profile_predictions_loss: 601.6877 - logcount_predictions_loss: 0.2864 2406/2438 [============================>.] - ETA: 4s - loss: 606.9876 - logits_profile_predictions_loss: 601.6888 - logcount_predictions_loss: 0.2864 2407/2438 [============================>.] - ETA: 4s - loss: 606.9886 - logits_profile_predictions_loss: 601.6898 - logcount_predictions_loss: 0.2864 2408/2438 [============================>.] - ETA: 4s - loss: 606.9897 - logits_profile_predictions_loss: 601.6909 - logcount_predictions_loss: 0.2864 2409/2438 [============================>.] - ETA: 4s - loss: 606.9907 - logits_profile_predictions_loss: 601.6919 - logcount_predictions_loss: 0.2864 2410/2438 [============================>.] - ETA: 3s - loss: 606.9918 - logits_profile_predictions_loss: 601.6930 - logcount_predictions_loss: 0.2864 2411/2438 [============================>.] - ETA: 3s - loss: 606.9928 - logits_profile_predictions_loss: 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2425/2438 [============================>.] - ETA: 1s - loss: 607.0072 - logits_profile_predictions_loss: 601.7085 - logcount_predictions_loss: 0.2864 2426/2438 [============================>.] - ETA: 1s - loss: 607.0082 - logits_profile_predictions_loss: 601.7095 - logcount_predictions_loss: 0.2864 2427/2438 [============================>.] - ETA: 1s - loss: 607.0092 - logits_profile_predictions_loss: 601.7105 - logcount_predictions_loss: 0.2864 2428/2438 [============================>.] - ETA: 1s - loss: 607.0102 - logits_profile_predictions_loss: 601.7115 - logcount_predictions_loss: 0.2864 2429/2438 [============================>.] - ETA: 1s - loss: 607.0112 - logits_profile_predictions_loss: 601.7125 - logcount_predictions_loss: 0.2864 2430/2438 [============================>.] - ETA: 1s - loss: 607.0122 - logits_profile_predictions_loss: 601.7135 - logcount_predictions_loss: 0.2864 2431/2438 [============================>.] - ETA: 0s - loss: 607.0133 - 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[==============================] - ETA: 0s - loss: 607.0204 - logits_profile_predictions_loss: 601.7217 - logcount_predictions_loss: 0.2864 2438/2438 [==============================] - 353s 145ms/step - loss: 607.0214 - logits_profile_predictions_loss: 601.7227 - logcount_predictions_loss: 0.2864 - val_loss: 605.7825 - val_logits_profile_predictions_loss: 600.3806 - val_logcount_predictions_loss: 0.2920 Epoch 00007: val_loss improved from 607.17126 to 605.78253, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 8/50 1/2438 [..............................] - ETA: 6:17 - loss: 586.3362 - logits_profile_predictions_loss: 581.5519 - logcount_predictions_loss: 0.2586 2/2438 [..............................] - ETA: 5:39 - loss: 608.3342 - logits_profile_predictions_loss: 603.5795 - logcount_predictions_loss: 0.2570 3/2438 [..............................] - ETA: 5:39 - loss: 609.7772 - logits_profile_predictions_loss: 604.9969 - logcount_predictions_loss: 0.2584 4/2438 [..............................] - ETA: 5:38 - loss: 607.8928 - logits_profile_predictions_loss: 603.1594 - logcount_predictions_loss: 0.2559 5/2438 [..............................] - ETA: 5:38 - loss: 609.6009 - logits_profile_predictions_loss: 604.8582 - logcount_predictions_loss: 0.2564 6/2438 [..............................] - ETA: 5:38 - loss: 608.6356 - logits_profile_predictions_loss: 603.8587 - logcount_predictions_loss: 0.2582 7/2438 [..............................] - ETA: 5:38 - loss: 608.7180 - logits_profile_predictions_loss: 603.8936 - logcount_predictions_loss: 0.2608 8/2438 [..............................] - ETA: 5:37 - loss: 607.7482 - logits_profile_predictions_loss: 602.8908 - logcount_predictions_loss: 0.2626 9/2438 [..............................] - ETA: 5:37 - loss: 608.2817 - logits_profile_predictions_loss: 603.4017 - logcount_predictions_loss: 0.2638 10/2438 [..............................] - ETA: 5:37 - loss: 607.6699 - logits_profile_predictions_loss: 602.7769 - logcount_predictions_loss: 0.2645 11/2438 [..............................] - ETA: 5:37 - loss: 607.5119 - logits_profile_predictions_loss: 602.6127 - logcount_predictions_loss: 0.2648 12/2438 [..............................] - ETA: 5:37 - loss: 607.1378 - logits_profile_predictions_loss: 602.2064 - logcount_predictions_loss: 0.2666 13/2438 [..............................] - ETA: 5:37 - loss: 606.8307 - logits_profile_predictions_loss: 601.8636 - logcount_predictions_loss: 0.2685 14/2438 [..............................] - ETA: 5:36 - loss: 606.0348 - logits_profile_predictions_loss: 601.0475 - logcount_predictions_loss: 0.2696 15/2438 [..............................] - ETA: 5:36 - loss: 605.2272 - logits_profile_predictions_loss: 600.2143 - logcount_predictions_loss: 0.2710 16/2438 [..............................] - ETA: 5:36 - loss: 604.2840 - logits_profile_predictions_loss: 599.2511 - logcount_predictions_loss: 0.2720 17/2438 [..............................] - ETA: 5:36 - loss: 603.5373 - logits_profile_predictions_loss: 598.4751 - logcount_predictions_loss: 0.2736 18/2438 [..............................] - ETA: 5:36 - loss: 602.9618 - logits_profile_predictions_loss: 597.8727 - logcount_predictions_loss: 0.2751 19/2438 [..............................] - ETA: 5:36 - loss: 602.5650 - logits_profile_predictions_loss: 597.4491 - logcount_predictions_loss: 0.2765 20/2438 [..............................] - ETA: 5:35 - loss: 602.2609 - logits_profile_predictions_loss: 597.1185 - logcount_predictions_loss: 0.2780 21/2438 [..............................] - ETA: 5:35 - loss: 601.9001 - logits_profile_predictions_loss: 596.7377 - logcount_predictions_loss: 0.2790 22/2438 [..............................] - ETA: 5:35 - loss: 601.5996 - logits_profile_predictions_loss: 596.4161 - logcount_predictions_loss: 0.2802 23/2438 [..............................] - ETA: 5:35 - 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[..............................] - ETA: 5:32 - loss: 603.8586 - logits_profile_predictions_loss: 598.5419 - logcount_predictions_loss: 0.2874 44/2438 [..............................] - ETA: 5:32 - loss: 603.9925 - logits_profile_predictions_loss: 598.6744 - logcount_predictions_loss: 0.2875 45/2438 [..............................] - ETA: 5:32 - loss: 604.0948 - logits_profile_predictions_loss: 598.7750 - logcount_predictions_loss: 0.2876 46/2438 [..............................] - ETA: 5:32 - loss: 604.1660 - logits_profile_predictions_loss: 598.8445 - logcount_predictions_loss: 0.2876 47/2438 [..............................] - ETA: 5:32 - loss: 604.2174 - logits_profile_predictions_loss: 598.8940 - logcount_predictions_loss: 0.2878 48/2438 [..............................] - ETA: 5:31 - loss: 604.2805 - logits_profile_predictions_loss: 598.9551 - logcount_predictions_loss: 0.2879 49/2438 [..............................] - ETA: 5:31 - loss: 604.3220 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 603.2066 - logcount_predictions_loss: 0.2883 363/2438 [===>..........................] - ETA: 4:48 - loss: 608.5434 - logits_profile_predictions_loss: 603.2091 - logcount_predictions_loss: 0.2883 364/2438 [===>..........................] - ETA: 4:48 - loss: 608.5457 - logits_profile_predictions_loss: 603.2117 - logcount_predictions_loss: 0.2883 365/2438 [===>..........................] - ETA: 4:48 - loss: 608.5475 - logits_profile_predictions_loss: 603.2139 - logcount_predictions_loss: 0.2883 366/2438 [===>..........................] - ETA: 4:48 - loss: 608.5491 - logits_profile_predictions_loss: 603.2157 - logcount_predictions_loss: 0.2883 367/2438 [===>..........................] - ETA: 4:47 - loss: 608.5507 - logits_profile_predictions_loss: 603.2176 - logcount_predictions_loss: 0.2883 368/2438 [===>..........................] - ETA: 4:47 - loss: 608.5518 - logits_profile_predictions_loss: 603.2190 - logcount_predictions_loss: 0.2883 369/2438 [===>..........................] - ETA: 4:47 - loss: 608.5527 - logits_profile_predictions_loss: 603.2202 - logcount_predictions_loss: 0.2882 370/2438 [===>..........................] - ETA: 4:47 - loss: 608.5536 - logits_profile_predictions_loss: 603.2214 - logcount_predictions_loss: 0.2882 371/2438 [===>..........................] - ETA: 4:47 - loss: 608.5544 - logits_profile_predictions_loss: 603.2225 - logcount_predictions_loss: 0.2882 372/2438 [===>..........................] - ETA: 4:47 - loss: 608.5550 - logits_profile_predictions_loss: 603.2234 - logcount_predictions_loss: 0.2882 373/2438 [===>..........................] - ETA: 4:47 - loss: 608.5557 - logits_profile_predictions_loss: 603.2243 - logcount_predictions_loss: 0.2882 374/2438 [===>..........................] - ETA: 4:46 - loss: 608.5565 - logits_profile_predictions_loss: 603.2255 - logcount_predictions_loss: 0.2882 375/2438 [===>..........................] - ETA: 4:46 - loss: 608.5576 - logits_profile_predictions_loss: 603.2268 - logcount_predictions_loss: 0.2881 376/2438 [===>..........................] - ETA: 4:46 - loss: 608.5584 - logits_profile_predictions_loss: 603.2279 - logcount_predictions_loss: 0.2881 377/2438 [===>..........................] - ETA: 4:46 - loss: 608.5590 - logits_profile_predictions_loss: 603.2289 - logcount_predictions_loss: 0.2881 378/2438 [===>..........................] - ETA: 4:46 - loss: 608.5599 - logits_profile_predictions_loss: 603.2301 - logcount_predictions_loss: 0.2881 379/2438 [===>..........................] - ETA: 4:46 - loss: 608.5614 - logits_profile_predictions_loss: 603.2318 - logcount_predictions_loss: 0.2881 380/2438 [===>..........................] - ETA: 4:46 - loss: 608.5627 - logits_profile_predictions_loss: 603.2334 - logcount_predictions_loss: 0.2881 381/2438 [===>..........................] - ETA: 4:45 - loss: 608.5638 - logits_profile_predictions_loss: 603.2348 - logcount_predictions_loss: 0.2880 382/2438 [===>..........................] - ETA: 4:45 - loss: 608.5652 - logits_profile_predictions_loss: 603.2366 - logcount_predictions_loss: 0.2880 383/2438 [===>..........................] - ETA: 4:45 - loss: 608.5665 - logits_profile_predictions_loss: 603.2381 - logcount_predictions_loss: 0.2880 384/2438 [===>..........................] - ETA: 4:45 - loss: 608.5680 - logits_profile_predictions_loss: 603.2400 - logcount_predictions_loss: 0.2880 385/2438 [===>..........................] - ETA: 4:45 - loss: 608.5692 - logits_profile_predictions_loss: 603.2414 - logcount_predictions_loss: 0.2880 386/2438 [===>..........................] - ETA: 4:45 - loss: 608.5700 - logits_profile_predictions_loss: 603.2426 - logcount_predictions_loss: 0.2880 387/2438 [===>..........................] - ETA: 4:45 - loss: 608.5711 - logits_profile_predictions_loss: 603.2440 - logcount_predictions_loss: 0.2879 388/2438 [===>..........................] - ETA: 4:44 - loss: 608.5718 - logits_profile_predictions_loss: 603.2450 - logcount_predictions_loss: 0.2879 389/2438 [===>..........................] - ETA: 4:44 - loss: 608.5720 - logits_profile_predictions_loss: 603.2456 - logcount_predictions_loss: 0.2879 390/2438 [===>..........................] - ETA: 4:44 - loss: 608.5731 - logits_profile_predictions_loss: 603.2469 - logcount_predictions_loss: 0.2879 391/2438 [===>..........................] - ETA: 4:44 - loss: 608.5735 - logits_profile_predictions_loss: 603.2476 - logcount_predictions_loss: 0.2879 392/2438 [===>..........................] - ETA: 4:44 - loss: 608.5740 - logits_profile_predictions_loss: 603.2485 - logcount_predictions_loss: 0.2879 393/2438 [===>..........................] - ETA: 4:44 - loss: 608.5747 - logits_profile_predictions_loss: 603.2495 - logcount_predictions_loss: 0.2878 394/2438 [===>..........................] - ETA: 4:44 - loss: 608.5760 - logits_profile_predictions_loss: 603.2510 - logcount_predictions_loss: 0.2878 395/2438 [===>..........................] - ETA: 4:43 - loss: 608.5772 - logits_profile_predictions_loss: 603.2525 - logcount_predictions_loss: 0.2878 396/2438 [===>..........................] - ETA: 4:43 - loss: 608.5783 - logits_profile_predictions_loss: 603.2539 - logcount_predictions_loss: 0.2878 397/2438 [===>..........................] - ETA: 4:43 - loss: 608.5799 - logits_profile_predictions_loss: 603.2558 - logcount_predictions_loss: 0.2878 398/2438 [===>..........................] - ETA: 4:43 - loss: 608.5815 - logits_profile_predictions_loss: 603.2577 - logcount_predictions_loss: 0.2878 399/2438 [===>..........................] - ETA: 4:43 - loss: 608.5833 - logits_profile_predictions_loss: 603.2598 - logcount_predictions_loss: 0.2878 400/2438 [===>..........................] - ETA: 4:43 - loss: 608.5849 - logits_profile_predictions_loss: 603.2616 - logcount_predictions_loss: 0.2877 401/2438 [===>..........................] - ETA: 4:43 - loss: 608.5864 - logits_profile_predictions_loss: 603.2634 - logcount_predictions_loss: 0.2877 402/2438 [===>..........................] - ETA: 4:43 - loss: 608.5876 - logits_profile_predictions_loss: 603.2648 - logcount_predictions_loss: 0.2877 403/2438 [===>..........................] - ETA: 4:42 - loss: 608.5888 - logits_profile_predictions_loss: 603.2663 - logcount_predictions_loss: 0.2877 404/2438 [===>..........................] - ETA: 4:42 - loss: 608.5893 - logits_profile_predictions_loss: 603.2671 - logcount_predictions_loss: 0.2877 405/2438 [===>..........................] - ETA: 4:42 - loss: 608.5895 - logits_profile_predictions_loss: 603.2676 - logcount_predictions_loss: 0.2877 406/2438 [===>..........................] - ETA: 4:42 - loss: 608.5899 - logits_profile_predictions_loss: 603.2684 - logcount_predictions_loss: 0.2876 407/2438 [====>.........................] - ETA: 4:42 - loss: 608.5901 - logits_profile_predictions_loss: 603.2688 - logcount_predictions_loss: 0.2876 408/2438 [====>.........................] - ETA: 4:42 - loss: 608.5901 - logits_profile_predictions_loss: 603.2691 - logcount_predictions_loss: 0.2876 409/2438 [====>.........................] - ETA: 4:42 - loss: 608.5895 - logits_profile_predictions_loss: 603.2688 - logcount_predictions_loss: 0.2876 410/2438 [====>.........................] - ETA: 4:41 - loss: 608.5891 - logits_profile_predictions_loss: 603.2687 - logcount_predictions_loss: 0.2876 411/2438 [====>.........................] - ETA: 4:41 - loss: 608.5890 - logits_profile_predictions_loss: 603.2689 - logcount_predictions_loss: 0.2876 412/2438 [====>.........................] - ETA: 4:41 - loss: 608.5890 - logits_profile_predictions_loss: 603.2691 - logcount_predictions_loss: 0.2876 413/2438 [====>.........................] - ETA: 4:41 - loss: 608.5888 - logits_profile_predictions_loss: 603.2692 - logcount_predictions_loss: 0.2875 414/2438 [====>.........................] - ETA: 4:41 - loss: 608.5886 - logits_profile_predictions_loss: 603.2694 - logcount_predictions_loss: 0.2875 415/2438 [====>.........................] - ETA: 4:41 - loss: 608.5884 - logits_profile_predictions_loss: 603.2695 - logcount_predictions_loss: 0.2875 416/2438 [====>.........................] - ETA: 4:41 - loss: 608.5884 - logits_profile_predictions_loss: 603.2698 - logcount_predictions_loss: 0.2875 417/2438 [====>.........................] - ETA: 4:40 - loss: 608.5890 - logits_profile_predictions_loss: 603.2707 - logcount_predictions_loss: 0.2875 418/2438 [====>.........................] - ETA: 4:40 - loss: 608.5895 - logits_profile_predictions_loss: 603.2714 - logcount_predictions_loss: 0.2875 419/2438 [====>.........................] - ETA: 4:40 - loss: 608.5903 - logits_profile_predictions_loss: 603.2726 - logcount_predictions_loss: 0.2874 420/2438 [====>.........................] - ETA: 4:40 - loss: 608.5909 - logits_profile_predictions_loss: 603.2735 - logcount_predictions_loss: 0.2874 421/2438 [====>.........................] - ETA: 4:40 - loss: 608.5915 - logits_profile_predictions_loss: 603.2744 - logcount_predictions_loss: 0.2874 422/2438 [====>.........................] - ETA: 4:40 - loss: 608.5927 - logits_profile_predictions_loss: 603.2759 - logcount_predictions_loss: 0.2874 423/2438 [====>.........................] - ETA: 4:40 - loss: 608.5935 - logits_profile_predictions_loss: 603.2770 - logcount_predictions_loss: 0.2874 424/2438 [====>.........................] - ETA: 4:39 - loss: 608.5940 - logits_profile_predictions_loss: 603.2779 - logcount_predictions_loss: 0.2874 425/2438 [====>.........................] - ETA: 4:39 - loss: 608.5946 - logits_profile_predictions_loss: 603.2788 - logcount_predictions_loss: 0.2873 426/2438 [====>.........................] - ETA: 4:39 - loss: 608.5946 - logits_profile_predictions_loss: 603.2791 - logcount_predictions_loss: 0.2873 427/2438 [====>.........................] - ETA: 4:39 - loss: 608.5942 - logits_profile_predictions_loss: 603.2791 - logcount_predictions_loss: 0.2873 428/2438 [====>.........................] - ETA: 4:39 - loss: 608.5940 - logits_profile_predictions_loss: 603.2792 - logcount_predictions_loss: 0.2873 429/2438 [====>.........................] - ETA: 4:39 - loss: 608.5941 - logits_profile_predictions_loss: 603.2797 - logcount_predictions_loss: 0.2873 430/2438 [====>.........................] - ETA: 4:39 - loss: 608.5944 - logits_profile_predictions_loss: 603.2802 - logcount_predictions_loss: 0.2872 431/2438 [====>.........................] - ETA: 4:39 - loss: 608.5948 - logits_profile_predictions_loss: 603.2810 - logcount_predictions_loss: 0.2872 432/2438 [====>.........................] - ETA: 4:38 - loss: 608.5951 - logits_profile_predictions_loss: 603.2816 - logcount_predictions_loss: 0.2872 433/2438 [====>.........................] - ETA: 4:38 - loss: 608.5955 - logits_profile_predictions_loss: 603.2824 - logcount_predictions_loss: 0.2872 434/2438 [====>.........................] - ETA: 4:38 - loss: 608.5956 - logits_profile_predictions_loss: 603.2827 - logcount_predictions_loss: 0.2872 435/2438 [====>.........................] - ETA: 4:38 - loss: 608.5953 - logits_profile_predictions_loss: 603.2827 - logcount_predictions_loss: 0.2872 436/2438 [====>.........................] - ETA: 4:38 - loss: 608.5948 - logits_profile_predictions_loss: 603.2826 - logcount_predictions_loss: 0.2871 437/2438 [====>.........................] - ETA: 4:38 - loss: 608.5945 - logits_profile_predictions_loss: 603.2825 - logcount_predictions_loss: 0.2871 438/2438 [====>.........................] - ETA: 4:38 - loss: 608.5941 - logits_profile_predictions_loss: 603.2825 - logcount_predictions_loss: 0.2871 439/2438 [====>.........................] - ETA: 4:37 - loss: 608.5938 - logits_profile_predictions_loss: 603.2825 - logcount_predictions_loss: 0.2871 440/2438 [====>.........................] - ETA: 4:37 - loss: 608.5933 - logits_profile_predictions_loss: 603.2822 - logcount_predictions_loss: 0.2871 441/2438 [====>.........................] - ETA: 4:37 - loss: 608.5922 - logits_profile_predictions_loss: 603.2815 - logcount_predictions_loss: 0.2871 442/2438 [====>.........................] - ETA: 4:37 - loss: 608.5914 - logits_profile_predictions_loss: 603.2810 - logcount_predictions_loss: 0.2870 443/2438 [====>.........................] - ETA: 4:37 - loss: 608.5904 - logits_profile_predictions_loss: 603.2802 - logcount_predictions_loss: 0.2870 444/2438 [====>.........................] - ETA: 4:37 - loss: 608.5892 - logits_profile_predictions_loss: 603.2793 - logcount_predictions_loss: 0.2870 445/2438 [====>.........................] - ETA: 4:37 - loss: 608.5878 - logits_profile_predictions_loss: 603.2782 - logcount_predictions_loss: 0.2870 446/2438 [====>.........................] - ETA: 4:36 - loss: 608.5862 - logits_profile_predictions_loss: 603.2769 - logcount_predictions_loss: 0.2870 447/2438 [====>.........................] - ETA: 4:36 - loss: 608.5850 - logits_profile_predictions_loss: 603.2760 - logcount_predictions_loss: 0.2870 448/2438 [====>.........................] - ETA: 4:36 - loss: 608.5835 - logits_profile_predictions_loss: 603.2748 - logcount_predictions_loss: 0.2870 449/2438 [====>.........................] - ETA: 4:36 - loss: 608.5820 - logits_profile_predictions_loss: 603.2735 - logcount_predictions_loss: 0.2869 450/2438 [====>.........................] - ETA: 4:36 - loss: 608.5804 - logits_profile_predictions_loss: 603.2722 - logcount_predictions_loss: 0.2869 451/2438 [====>.........................] - ETA: 4:36 - loss: 608.5795 - logits_profile_predictions_loss: 603.2716 - logcount_predictions_loss: 0.2869 452/2438 [====>.........................] - ETA: 4:36 - loss: 608.5793 - logits_profile_predictions_loss: 603.2716 - logcount_predictions_loss: 0.2869 453/2438 [====>.........................] - ETA: 4:35 - loss: 608.5794 - logits_profile_predictions_loss: 603.2719 - logcount_predictions_loss: 0.2869 454/2438 [====>.........................] - ETA: 4:35 - loss: 608.5791 - logits_profile_predictions_loss: 603.2720 - logcount_predictions_loss: 0.2869 455/2438 [====>.........................] - ETA: 4:35 - loss: 608.5792 - logits_profile_predictions_loss: 603.2723 - logcount_predictions_loss: 0.2869 456/2438 [====>.........................] - ETA: 4:35 - loss: 608.5790 - logits_profile_predictions_loss: 603.2723 - logcount_predictions_loss: 0.2868 457/2438 [====>.........................] - ETA: 4:35 - loss: 608.5791 - logits_profile_predictions_loss: 603.2726 - logcount_predictions_loss: 0.2868 458/2438 [====>.........................] - ETA: 4:35 - loss: 608.5794 - logits_profile_predictions_loss: 603.2732 - logcount_predictions_loss: 0.2868 459/2438 [====>.........................] - ETA: 4:35 - loss: 608.5797 - logits_profile_predictions_loss: 603.2737 - logcount_predictions_loss: 0.2868 460/2438 [====>.........................] - ETA: 4:34 - loss: 608.5797 - logits_profile_predictions_loss: 603.2740 - logcount_predictions_loss: 0.2868 461/2438 [====>.........................] - ETA: 4:34 - loss: 608.5801 - logits_profile_predictions_loss: 603.2746 - logcount_predictions_loss: 0.2868 462/2438 [====>.........................] - ETA: 4:34 - loss: 608.5801 - logits_profile_predictions_loss: 603.2749 - logcount_predictions_loss: 0.2868 463/2438 [====>.........................] - ETA: 4:34 - loss: 608.5798 - logits_profile_predictions_loss: 603.2748 - logcount_predictions_loss: 0.2867 464/2438 [====>.........................] - ETA: 4:34 - loss: 608.5797 - logits_profile_predictions_loss: 603.2750 - logcount_predictions_loss: 0.2867 465/2438 [====>.........................] - ETA: 4:34 - loss: 608.5801 - logits_profile_predictions_loss: 603.2756 - logcount_predictions_loss: 0.2867 466/2438 [====>.........................] - ETA: 4:34 - loss: 608.5802 - logits_profile_predictions_loss: 603.2760 - logcount_predictions_loss: 0.2867 467/2438 [====>.........................] - ETA: 4:33 - loss: 608.5804 - logits_profile_predictions_loss: 603.2763 - logcount_predictions_loss: 0.2867 468/2438 [====>.........................] - ETA: 4:33 - loss: 608.5802 - logits_profile_predictions_loss: 603.2764 - logcount_predictions_loss: 0.2867 469/2438 [====>.........................] - ETA: 4:33 - loss: 608.5795 - logits_profile_predictions_loss: 603.2760 - logcount_predictions_loss: 0.2867 470/2438 [====>.........................] - ETA: 4:33 - loss: 608.5788 - logits_profile_predictions_loss: 603.2755 - logcount_predictions_loss: 0.2867 471/2438 [====>.........................] - ETA: 4:33 - loss: 608.5782 - logits_profile_predictions_loss: 603.2751 - logcount_predictions_loss: 0.2866 472/2438 [====>.........................] - ETA: 4:33 - loss: 608.5778 - logits_profile_predictions_loss: 603.2749 - logcount_predictions_loss: 0.2866 473/2438 [====>.........................] - ETA: 4:33 - loss: 608.5772 - logits_profile_predictions_loss: 603.2746 - logcount_predictions_loss: 0.2866 474/2438 [====>.........................] - ETA: 4:32 - loss: 608.5767 - logits_profile_predictions_loss: 603.2743 - logcount_predictions_loss: 0.2866 475/2438 [====>.........................] - ETA: 4:32 - loss: 608.5762 - logits_profile_predictions_loss: 603.2741 - logcount_predictions_loss: 0.2866 476/2438 [====>.........................] - ETA: 4:32 - loss: 608.5756 - logits_profile_predictions_loss: 603.2737 - logcount_predictions_loss: 0.2866 477/2438 [====>.........................] - ETA: 4:32 - loss: 608.5750 - logits_profile_predictions_loss: 603.2733 - logcount_predictions_loss: 0.2866 478/2438 [====>.........................] - ETA: 4:32 - loss: 608.5743 - logits_profile_predictions_loss: 603.2729 - logcount_predictions_loss: 0.2866 479/2438 [====>.........................] - ETA: 4:32 - loss: 608.5740 - logits_profile_predictions_loss: 603.2728 - logcount_predictions_loss: 0.2865 480/2438 [====>.........................] - ETA: 4:32 - loss: 608.5737 - logits_profile_predictions_loss: 603.2728 - logcount_predictions_loss: 0.2865 481/2438 [====>.........................] - ETA: 4:31 - loss: 608.5732 - logits_profile_predictions_loss: 603.2725 - logcount_predictions_loss: 0.2865 482/2438 [====>.........................] - ETA: 4:31 - loss: 608.5731 - logits_profile_predictions_loss: 603.2726 - logcount_predictions_loss: 0.2865 483/2438 [====>.........................] - ETA: 4:31 - loss: 608.5730 - logits_profile_predictions_loss: 603.2727 - logcount_predictions_loss: 0.2865 484/2438 [====>.........................] - ETA: 4:31 - loss: 608.5727 - logits_profile_predictions_loss: 603.2727 - logcount_predictions_loss: 0.2865 485/2438 [====>.........................] - ETA: 4:31 - loss: 608.5721 - logits_profile_predictions_loss: 603.2723 - logcount_predictions_loss: 0.2865 486/2438 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logits_profile_predictions_loss: 603.2721 - logcount_predictions_loss: 0.2864 493/2438 [=====>........................] - ETA: 4:30 - loss: 608.5694 - logits_profile_predictions_loss: 603.2714 - logcount_predictions_loss: 0.2864 494/2438 [=====>........................] - ETA: 4:30 - loss: 608.5684 - logits_profile_predictions_loss: 603.2706 - logcount_predictions_loss: 0.2864 495/2438 [=====>........................] - ETA: 4:30 - loss: 608.5674 - logits_profile_predictions_loss: 603.2698 - logcount_predictions_loss: 0.2863 496/2438 [=====>........................] - ETA: 4:29 - loss: 608.5665 - logits_profile_predictions_loss: 603.2691 - logcount_predictions_loss: 0.2863 497/2438 [=====>........................] - ETA: 4:29 - loss: 608.5659 - logits_profile_predictions_loss: 603.2687 - logcount_predictions_loss: 0.2863 498/2438 [=====>........................] - ETA: 4:29 - loss: 608.5653 - logits_profile_predictions_loss: 603.2684 - logcount_predictions_loss: 0.2863 499/2438 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logits_profile_predictions_loss: 603.3778 - logcount_predictions_loss: 0.2797 2432/2438 [============================>.] - ETA: 0s - loss: 608.5520 - logits_profile_predictions_loss: 603.3775 - logcount_predictions_loss: 0.2797 2433/2438 [============================>.] - ETA: 0s - loss: 608.5516 - logits_profile_predictions_loss: 603.3771 - logcount_predictions_loss: 0.2797 2434/2438 [============================>.] - ETA: 0s - loss: 608.5513 - logits_profile_predictions_loss: 603.3768 - logcount_predictions_loss: 0.2797 2435/2438 [============================>.] - ETA: 0s - loss: 608.5509 - logits_profile_predictions_loss: 603.3764 - logcount_predictions_loss: 0.2797 2436/2438 [============================>.] - ETA: 0s - loss: 608.5504 - logits_profile_predictions_loss: 603.3760 - logcount_predictions_loss: 0.2797 2437/2438 [============================>.] - ETA: 0s - loss: 608.5500 - logits_profile_predictions_loss: 603.3756 - logcount_predictions_loss: 0.2797 2438/2438 [==============================] - ETA: 0s - loss: 608.5496 - logits_profile_predictions_loss: 603.3753 - logcount_predictions_loss: 0.2797 2438/2438 [==============================] - 353s 145ms/step - loss: 608.5492 - logits_profile_predictions_loss: 603.3749 - logcount_predictions_loss: 0.2797 - val_loss: 607.9975 - val_logits_profile_predictions_loss: 602.9285 - val_logcount_predictions_loss: 0.2740 Epoch 00008: val_loss did not improve from 605.78253 Epoch 9/50 1/2438 [..............................] - ETA: 6:18 - loss: 661.3488 - logits_profile_predictions_loss: 656.7147 - logcount_predictions_loss: 0.2505 2/2438 [..............................] - ETA: 5:41 - loss: 665.9807 - logits_profile_predictions_loss: 660.7113 - logcount_predictions_loss: 0.2848 3/2438 [..............................] - ETA: 5:39 - loss: 644.4247 - logits_profile_predictions_loss: 639.1015 - logcount_predictions_loss: 0.2877 4/2438 [..............................] - ETA: 5:38 - loss: 629.6525 - logits_profile_predictions_loss: 624.3613 - logcount_predictions_loss: 0.2860 5/2438 [..............................] - ETA: 5:38 - loss: 621.0461 - logits_profile_predictions_loss: 615.8045 - logcount_predictions_loss: 0.2833 6/2438 [..............................] - ETA: 5:38 - loss: 617.8565 - logits_profile_predictions_loss: 612.6751 - logcount_predictions_loss: 0.2801 7/2438 [..............................] - ETA: 5:37 - loss: 616.0531 - logits_profile_predictions_loss: 610.8636 - logcount_predictions_loss: 0.2805 8/2438 [..............................] - ETA: 5:37 - loss: 614.5732 - logits_profile_predictions_loss: 609.3451 - logcount_predictions_loss: 0.2826 9/2438 [..............................] - ETA: 5:37 - loss: 613.3475 - logits_profile_predictions_loss: 608.0854 - logcount_predictions_loss: 0.2844 10/2438 [..............................] - ETA: 5:37 - loss: 611.8400 - logits_profile_predictions_loss: 606.5481 - logcount_predictions_loss: 0.2860 11/2438 [..............................] - ETA: 5:36 - loss: 610.4145 - logits_profile_predictions_loss: 605.1054 - logcount_predictions_loss: 0.2870 12/2438 [..............................] - ETA: 5:36 - loss: 609.4225 - logits_profile_predictions_loss: 604.0860 - logcount_predictions_loss: 0.2885 13/2438 [..............................] - ETA: 5:36 - loss: 608.4574 - logits_profile_predictions_loss: 603.1087 - logcount_predictions_loss: 0.2891 14/2438 [..............................] - ETA: 5:36 - loss: 608.3115 - logits_profile_predictions_loss: 602.9486 - logcount_predictions_loss: 0.2899 15/2438 [..............................] - ETA: 5:36 - loss: 608.3353 - logits_profile_predictions_loss: 602.9699 - logcount_predictions_loss: 0.2900 16/2438 [..............................] - ETA: 5:35 - loss: 608.2330 - logits_profile_predictions_loss: 602.8715 - logcount_predictions_loss: 0.2898 17/2438 [..............................] - ETA: 5:35 - loss: 608.1130 - logits_profile_predictions_loss: 602.7544 - logcount_predictions_loss: 0.2897 18/2438 [..............................] - ETA: 5:35 - loss: 608.0249 - logits_profile_predictions_loss: 602.6726 - logcount_predictions_loss: 0.2893 19/2438 [..............................] - ETA: 5:35 - loss: 608.0616 - logits_profile_predictions_loss: 602.7198 - logcount_predictions_loss: 0.2887 20/2438 [..............................] - ETA: 5:35 - loss: 608.1513 - logits_profile_predictions_loss: 602.8160 - logcount_predictions_loss: 0.2884 21/2438 [..............................] - ETA: 5:34 - loss: 608.3117 - logits_profile_predictions_loss: 602.9764 - logcount_predictions_loss: 0.2884 22/2438 [..............................] - ETA: 5:34 - loss: 608.4368 - logits_profile_predictions_loss: 603.1015 - logcount_predictions_loss: 0.2884 23/2438 [..............................] - ETA: 5:34 - loss: 608.4792 - logits_profile_predictions_loss: 603.1449 - logcount_predictions_loss: 0.2883 24/2438 [..............................] - ETA: 5:34 - loss: 608.3914 - logits_profile_predictions_loss: 603.0583 - logcount_predictions_loss: 0.2883 25/2438 [..............................] - ETA: 5:34 - loss: 608.4135 - logits_profile_predictions_loss: 603.0836 - logcount_predictions_loss: 0.2881 26/2438 [..............................] - ETA: 5:34 - loss: 608.4270 - logits_profile_predictions_loss: 603.1023 - logcount_predictions_loss: 0.2878 27/2438 [..............................] - ETA: 5:34 - loss: 608.4878 - logits_profile_predictions_loss: 603.1676 - logcount_predictions_loss: 0.2876 28/2438 [..............................] - ETA: 5:33 - loss: 608.5706 - logits_profile_predictions_loss: 603.2535 - logcount_predictions_loss: 0.2874 29/2438 [..............................] - ETA: 5:33 - loss: 608.6716 - logits_profile_predictions_loss: 603.3566 - logcount_predictions_loss: 0.2873 30/2438 [..............................] - ETA: 5:33 - loss: 608.6995 - logits_profile_predictions_loss: 603.3885 - logcount_predictions_loss: 0.2871 31/2438 [..............................] - ETA: 5:33 - loss: 608.7396 - logits_profile_predictions_loss: 603.4334 - logcount_predictions_loss: 0.2868 32/2438 [..............................] - ETA: 5:33 - loss: 608.7948 - logits_profile_predictions_loss: 603.4934 - logcount_predictions_loss: 0.2866 33/2438 [..............................] - ETA: 5:33 - loss: 608.8299 - logits_profile_predictions_loss: 603.5296 - logcount_predictions_loss: 0.2865 34/2438 [..............................] - ETA: 5:33 - loss: 608.8781 - logits_profile_predictions_loss: 603.5781 - logcount_predictions_loss: 0.2865 35/2438 [..............................] - ETA: 5:32 - loss: 609.0012 - logits_profile_predictions_loss: 603.7019 - logcount_predictions_loss: 0.2864 36/2438 [..............................] - ETA: 5:32 - loss: 609.1203 - logits_profile_predictions_loss: 603.8214 - logcount_predictions_loss: 0.2864 37/2438 [..............................] - ETA: 5:32 - loss: 609.2522 - logits_profile_predictions_loss: 603.9534 - logcount_predictions_loss: 0.2864 38/2438 [..............................] - ETA: 5:32 - loss: 609.3949 - logits_profile_predictions_loss: 604.0964 - logcount_predictions_loss: 0.2864 39/2438 [..............................] - ETA: 5:32 - loss: 609.5604 - logits_profile_predictions_loss: 604.2620 - logcount_predictions_loss: 0.2864 40/2438 [..............................] - ETA: 5:32 - loss: 609.6980 - logits_profile_predictions_loss: 604.4004 - logcount_predictions_loss: 0.2864 41/2438 [..............................] - ETA: 5:32 - loss: 609.8505 - logits_profile_predictions_loss: 604.5542 - logcount_predictions_loss: 0.2863 42/2438 [..............................] - ETA: 5:31 - loss: 609.9585 - logits_profile_predictions_loss: 604.6638 - logcount_predictions_loss: 0.2862 43/2438 [..............................] - ETA: 5:31 - loss: 610.1067 - logits_profile_predictions_loss: 604.8140 - logcount_predictions_loss: 0.2861 44/2438 [..............................] - ETA: 5:31 - loss: 610.2456 - logits_profile_predictions_loss: 604.9547 - logcount_predictions_loss: 0.2860 45/2438 [..............................] - ETA: 5:31 - loss: 610.3961 - logits_profile_predictions_loss: 605.1071 - logcount_predictions_loss: 0.2859 46/2438 [..............................] - ETA: 5:31 - loss: 610.5323 - logits_profile_predictions_loss: 605.2441 - logcount_predictions_loss: 0.2859 47/2438 [..............................] - ETA: 5:31 - loss: 610.6301 - logits_profile_predictions_loss: 605.3430 - logcount_predictions_loss: 0.2858 48/2438 [..............................] - ETA: 5:31 - loss: 610.7077 - logits_profile_predictions_loss: 605.4224 - logcount_predictions_loss: 0.2857 49/2438 [..............................] - ETA: 5:30 - loss: 610.7633 - logits_profile_predictions_loss: 605.4800 - logcount_predictions_loss: 0.2856 50/2438 [..............................] - ETA: 5:30 - loss: 610.7942 - logits_profile_predictions_loss: 605.5134 - logcount_predictions_loss: 0.2855 51/2438 [..............................] - ETA: 5:30 - loss: 610.7916 - logits_profile_predictions_loss: 605.5136 - logcount_predictions_loss: 0.2853 52/2438 [..............................] - ETA: 5:30 - loss: 610.8272 - logits_profile_predictions_loss: 605.5523 - logcount_predictions_loss: 0.2851 53/2438 [..............................] - ETA: 5:30 - loss: 610.8258 - logits_profile_predictions_loss: 605.5544 - logcount_predictions_loss: 0.2849 54/2438 [..............................] - ETA: 5:30 - loss: 610.7782 - logits_profile_predictions_loss: 605.5096 - logcount_predictions_loss: 0.2848 55/2438 [..............................] - ETA: 5:30 - loss: 610.7053 - logits_profile_predictions_loss: 605.4377 - logcount_predictions_loss: 0.2847 56/2438 [..............................] - ETA: 5:30 - loss: 610.6388 - logits_profile_predictions_loss: 605.3722 - logcount_predictions_loss: 0.2847 57/2438 [..............................] - ETA: 5:29 - loss: 610.5707 - logits_profile_predictions_loss: 605.3052 - logcount_predictions_loss: 0.2846 58/2438 [..............................] - ETA: 5:29 - loss: 610.4942 - logits_profile_predictions_loss: 605.2306 - logcount_predictions_loss: 0.2845 59/2438 [..............................] - ETA: 5:29 - loss: 610.4307 - logits_profile_predictions_loss: 605.1691 - logcount_predictions_loss: 0.2844 60/2438 [..............................] - ETA: 5:29 - loss: 610.3928 - logits_profile_predictions_loss: 605.1333 - logcount_predictions_loss: 0.2843 61/2438 [..............................] - ETA: 5:29 - loss: 610.3392 - logits_profile_predictions_loss: 605.0820 - logcount_predictions_loss: 0.2842 62/2438 [..............................] - ETA: 5:29 - loss: 610.2665 - logits_profile_predictions_loss: 605.0112 - logcount_predictions_loss: 0.2841 63/2438 [..............................] - ETA: 5:29 - loss: 610.1814 - logits_profile_predictions_loss: 604.9282 - logcount_predictions_loss: 0.2840 64/2438 [..............................] - ETA: 5:29 - loss: 610.1016 - logits_profile_predictions_loss: 604.8507 - logcount_predictions_loss: 0.2838 65/2438 [..............................] - ETA: 5:28 - loss: 610.0282 - logits_profile_predictions_loss: 604.7798 - logcount_predictions_loss: 0.2837 66/2438 [..............................] - ETA: 5:28 - loss: 609.9893 - logits_profile_predictions_loss: 604.7429 - logcount_predictions_loss: 0.2836 67/2438 [..............................] - ETA: 5:28 - loss: 609.9379 - logits_profile_predictions_loss: 604.6932 - logcount_predictions_loss: 0.2835 68/2438 [..............................] - ETA: 5:28 - loss: 609.8794 - logits_profile_predictions_loss: 604.6362 - logcount_predictions_loss: 0.2834 69/2438 [..............................] - ETA: 5:28 - loss: 609.8037 - logits_profile_predictions_loss: 604.5618 - logcount_predictions_loss: 0.2833 70/2438 [..............................] - ETA: 5:28 - loss: 609.7246 - logits_profile_predictions_loss: 604.4843 - logcount_predictions_loss: 0.2833 71/2438 [..............................] - ETA: 5:28 - loss: 609.6479 - logits_profile_predictions_loss: 604.4095 - logcount_predictions_loss: 0.2832 72/2438 [..............................] - ETA: 5:27 - loss: 609.5754 - logits_profile_predictions_loss: 604.3384 - logcount_predictions_loss: 0.2831 73/2438 [..............................] - ETA: 5:27 - loss: 609.4857 - logits_profile_predictions_loss: 604.2503 - logcount_predictions_loss: 0.2830 74/2438 [..............................] - ETA: 5:27 - loss: 609.3847 - logits_profile_predictions_loss: 604.1512 - logcount_predictions_loss: 0.2829 75/2438 [..............................] - ETA: 5:27 - loss: 609.2922 - logits_profile_predictions_loss: 604.0606 - logcount_predictions_loss: 0.2828 76/2438 [..............................] - ETA: 5:27 - loss: 609.2035 - logits_profile_predictions_loss: 603.9740 - logcount_predictions_loss: 0.2827 77/2438 [..............................] - ETA: 5:27 - loss: 609.1154 - logits_profile_predictions_loss: 603.8881 - logcount_predictions_loss: 0.2826 78/2438 [..............................] - ETA: 5:27 - loss: 609.0324 - logits_profile_predictions_loss: 603.8074 - logcount_predictions_loss: 0.2824 79/2438 [..............................] - ETA: 5:27 - loss: 608.9365 - logits_profile_predictions_loss: 603.7137 - logcount_predictions_loss: 0.2823 80/2438 [..............................] - ETA: 5:26 - loss: 608.8464 - logits_profile_predictions_loss: 603.6259 - logcount_predictions_loss: 0.2822 81/2438 [..............................] - ETA: 5:26 - loss: 608.7627 - logits_profile_predictions_loss: 603.5445 - logcount_predictions_loss: 0.2821 82/2438 [>.............................] - ETA: 5:26 - loss: 608.6840 - logits_profile_predictions_loss: 603.4680 - logcount_predictions_loss: 0.2819 83/2438 [>.............................] - ETA: 5:26 - loss: 608.5985 - logits_profile_predictions_loss: 603.3846 - logcount_predictions_loss: 0.2818 84/2438 [>.............................] - ETA: 5:26 - loss: 608.5197 - logits_profile_predictions_loss: 603.3078 - logcount_predictions_loss: 0.2817 85/2438 [>.............................] - ETA: 5:26 - loss: 608.4478 - logits_profile_predictions_loss: 603.2379 - logcount_predictions_loss: 0.2816 86/2438 [>.............................] - ETA: 5:26 - loss: 608.3829 - logits_profile_predictions_loss: 603.1749 - logcount_predictions_loss: 0.2815 87/2438 [>.............................] - ETA: 5:25 - loss: 608.3271 - logits_profile_predictions_loss: 603.1210 - logcount_predictions_loss: 0.2814 88/2438 [>.............................] - ETA: 5:25 - loss: 608.2813 - logits_profile_predictions_loss: 603.0770 - logcount_predictions_loss: 0.2813 89/2438 [>.............................] - ETA: 5:25 - loss: 608.2535 - logits_profile_predictions_loss: 603.0510 - logcount_predictions_loss: 0.2812 90/2438 [>.............................] - ETA: 5:25 - loss: 608.2401 - logits_profile_predictions_loss: 603.0393 - logcount_predictions_loss: 0.2811 91/2438 [>.............................] - ETA: 5:25 - loss: 608.2180 - logits_profile_predictions_loss: 603.0189 - logcount_predictions_loss: 0.2810 92/2438 [>.............................] - ETA: 5:25 - loss: 608.1881 - logits_profile_predictions_loss: 602.9908 - logcount_predictions_loss: 0.2809 93/2438 [>.............................] - ETA: 5:25 - loss: 608.1600 - logits_profile_predictions_loss: 602.9644 - logcount_predictions_loss: 0.2808 94/2438 [>.............................] - ETA: 5:24 - loss: 608.1191 - logits_profile_predictions_loss: 602.9253 - logcount_predictions_loss: 0.2808 95/2438 [>.............................] - ETA: 5:24 - loss: 608.0760 - logits_profile_predictions_loss: 602.8837 - logcount_predictions_loss: 0.2807 96/2438 [>.............................] - ETA: 5:24 - loss: 608.0272 - logits_profile_predictions_loss: 602.8364 - logcount_predictions_loss: 0.2806 97/2438 [>.............................] - ETA: 5:24 - loss: 607.9753 - logits_profile_predictions_loss: 602.7862 - logcount_predictions_loss: 0.2805 98/2438 [>.............................] - ETA: 5:24 - loss: 607.9169 - logits_profile_predictions_loss: 602.7295 - logcount_predictions_loss: 0.2804 99/2438 [>.............................] - ETA: 5:24 - loss: 607.8612 - logits_profile_predictions_loss: 602.6752 - logcount_predictions_loss: 0.2803 100/2438 [>.............................] - ETA: 5:24 - loss: 607.8084 - logits_profile_predictions_loss: 602.6236 - logcount_predictions_loss: 0.2803 101/2438 [>.............................] - ETA: 5:23 - loss: 607.7658 - logits_profile_predictions_loss: 602.5819 - logcount_predictions_loss: 0.2802 102/2438 [>.............................] - ETA: 5:23 - loss: 607.7203 - logits_profile_predictions_loss: 602.5373 - logcount_predictions_loss: 0.2802 103/2438 [>.............................] - ETA: 5:23 - loss: 607.6832 - logits_profile_predictions_loss: 602.5013 - logcount_predictions_loss: 0.2801 104/2438 [>.............................] - ETA: 5:23 - loss: 607.6498 - logits_profile_predictions_loss: 602.4689 - logcount_predictions_loss: 0.2801 105/2438 [>.............................] - ETA: 5:23 - loss: 607.6130 - logits_profile_predictions_loss: 602.4331 - logcount_predictions_loss: 0.2800 106/2438 [>.............................] - ETA: 5:23 - loss: 607.5769 - logits_profile_predictions_loss: 602.3982 - logcount_predictions_loss: 0.2799 107/2438 [>.............................] - ETA: 5:23 - loss: 607.5472 - logits_profile_predictions_loss: 602.3696 - logcount_predictions_loss: 0.2799 108/2438 [>.............................] - ETA: 5:22 - loss: 607.5229 - logits_profile_predictions_loss: 602.3464 - logcount_predictions_loss: 0.2798 109/2438 [>.............................] - ETA: 5:22 - loss: 607.4920 - logits_profile_predictions_loss: 602.3167 - logcount_predictions_loss: 0.2797 110/2438 [>.............................] - ETA: 5:22 - loss: 607.4601 - logits_profile_predictions_loss: 602.2858 - logcount_predictions_loss: 0.2797 111/2438 [>.............................] - ETA: 5:22 - loss: 607.4245 - logits_profile_predictions_loss: 602.2514 - logcount_predictions_loss: 0.2796 112/2438 [>.............................] - ETA: 5:22 - loss: 607.3880 - logits_profile_predictions_loss: 602.2161 - logcount_predictions_loss: 0.2796 113/2438 [>.............................] - ETA: 5:22 - loss: 607.3507 - logits_profile_predictions_loss: 602.1801 - logcount_predictions_loss: 0.2795 114/2438 [>.............................] - ETA: 5:22 - loss: 607.3098 - logits_profile_predictions_loss: 602.1405 - logcount_predictions_loss: 0.2794 115/2438 [>.............................] - ETA: 5:22 - loss: 607.2697 - logits_profile_predictions_loss: 602.1016 - logcount_predictions_loss: 0.2794 116/2438 [>.............................] - ETA: 5:21 - loss: 607.2297 - logits_profile_predictions_loss: 602.0627 - logcount_predictions_loss: 0.2793 117/2438 [>.............................] - ETA: 5:21 - loss: 607.1853 - logits_profile_predictions_loss: 602.0194 - logcount_predictions_loss: 0.2792 118/2438 [>.............................] - ETA: 5:21 - loss: 607.1377 - logits_profile_predictions_loss: 601.9729 - logcount_predictions_loss: 0.2792 119/2438 [>.............................] - ETA: 5:21 - loss: 607.0828 - logits_profile_predictions_loss: 601.9190 - logcount_predictions_loss: 0.2791 120/2438 [>.............................] - ETA: 5:21 - loss: 607.0314 - logits_profile_predictions_loss: 601.8686 - logcount_predictions_loss: 0.2791 121/2438 [>.............................] - ETA: 5:21 - loss: 606.9846 - logits_profile_predictions_loss: 601.8228 - logcount_predictions_loss: 0.2790 122/2438 [>.............................] - ETA: 5:21 - loss: 606.9349 - logits_profile_predictions_loss: 601.7743 - logcount_predictions_loss: 0.2790 123/2438 [>.............................] - ETA: 5:20 - loss: 606.8878 - logits_profile_predictions_loss: 601.7282 - logcount_predictions_loss: 0.2789 124/2438 [>.............................] - ETA: 5:20 - loss: 606.8371 - logits_profile_predictions_loss: 601.6786 - logcount_predictions_loss: 0.2788 125/2438 [>.............................] - ETA: 5:20 - loss: 606.7870 - logits_profile_predictions_loss: 601.6297 - logcount_predictions_loss: 0.2788 126/2438 [>.............................] - ETA: 5:20 - loss: 606.7397 - logits_profile_predictions_loss: 601.5835 - logcount_predictions_loss: 0.2787 127/2438 [>.............................] - ETA: 5:20 - loss: 606.6910 - logits_profile_predictions_loss: 601.5359 - logcount_predictions_loss: 0.2787 128/2438 [>.............................] - ETA: 5:20 - loss: 606.6440 - logits_profile_predictions_loss: 601.4901 - logcount_predictions_loss: 0.2786 129/2438 [>.............................] - ETA: 5:20 - loss: 606.5932 - 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145ms/step - loss: 604.5462 - logits_profile_predictions_loss: 599.5670 - logcount_predictions_loss: 0.2691 - val_loss: 609.5739 - val_logits_profile_predictions_loss: 604.5469 - val_logcount_predictions_loss: 0.2717 Epoch 00009: val_loss did not improve from 605.78253 Epoch 10/50 1/2438 [..............................] - ETA: 6:17 - loss: 625.3626 - logits_profile_predictions_loss: 619.5039 - logcount_predictions_loss: 0.3167 2/2438 [..............................] - ETA: 5:44 - loss: 621.7910 - logits_profile_predictions_loss: 616.2573 - logcount_predictions_loss: 0.2991 3/2438 [..............................] - ETA: 5:41 - loss: 616.6023 - logits_profile_predictions_loss: 611.2766 - logcount_predictions_loss: 0.2879 4/2438 [..............................] - ETA: 5:39 - loss: 616.3703 - logits_profile_predictions_loss: 611.1604 - logcount_predictions_loss: 0.2816 5/2438 [..............................] - ETA: 5:39 - loss: 621.2039 - logits_profile_predictions_loss: 616.0933 - logcount_predictions_loss: 0.2762 6/2438 [..............................] - ETA: 5:38 - loss: 623.8321 - logits_profile_predictions_loss: 618.7977 - logcount_predictions_loss: 0.2721 7/2438 [..............................] - ETA: 5:38 - loss: 626.0308 - logits_profile_predictions_loss: 621.0114 - logcount_predictions_loss: 0.2713 8/2438 [..............................] - ETA: 5:38 - loss: 626.5412 - logits_profile_predictions_loss: 621.5474 - logcount_predictions_loss: 0.2699 9/2438 [..............................] - ETA: 5:38 - loss: 626.3120 - logits_profile_predictions_loss: 621.3165 - logcount_predictions_loss: 0.2700 10/2438 [..............................] - ETA: 5:37 - loss: 626.4945 - logits_profile_predictions_loss: 621.4930 - logcount_predictions_loss: 0.2704 11/2438 [..............................] - ETA: 5:37 - loss: 626.1081 - logits_profile_predictions_loss: 621.1163 - logcount_predictions_loss: 0.2698 12/2438 [..............................] - ETA: 5:37 - loss: 626.2090 - logits_profile_predictions_loss: 621.2383 - logcount_predictions_loss: 0.2687 13/2438 [..............................] - ETA: 5:37 - loss: 626.2782 - logits_profile_predictions_loss: 621.3207 - logcount_predictions_loss: 0.2680 14/2438 [..............................] - ETA: 5:37 - loss: 626.2825 - logits_profile_predictions_loss: 621.3491 - logcount_predictions_loss: 0.2667 15/2438 [..............................] - ETA: 5:36 - loss: 626.2511 - logits_profile_predictions_loss: 621.3358 - logcount_predictions_loss: 0.2657 16/2438 [..............................] - ETA: 5:36 - loss: 625.9550 - logits_profile_predictions_loss: 621.0592 - logcount_predictions_loss: 0.2646 17/2438 [..............................] - ETA: 5:36 - loss: 625.6182 - logits_profile_predictions_loss: 620.7243 - logcount_predictions_loss: 0.2645 18/2438 [..............................] - ETA: 5:36 - loss: 624.9931 - logits_profile_predictions_loss: 620.0991 - logcount_predictions_loss: 0.2645 19/2438 [..............................] - ETA: 5:36 - loss: 624.2614 - logits_profile_predictions_loss: 619.3569 - logcount_predictions_loss: 0.2651 20/2438 [..............................] - ETA: 5:35 - loss: 623.7514 - logits_profile_predictions_loss: 618.8421 - logcount_predictions_loss: 0.2654 21/2438 [..............................] - ETA: 5:35 - loss: 623.3952 - logits_profile_predictions_loss: 618.4836 - logcount_predictions_loss: 0.2655 22/2438 [..............................] - ETA: 5:35 - loss: 623.1171 - logits_profile_predictions_loss: 618.2045 - logcount_predictions_loss: 0.2655 23/2438 [..............................] - ETA: 5:35 - loss: 623.1818 - logits_profile_predictions_loss: 618.2704 - logcount_predictions_loss: 0.2655 24/2438 [..............................] - ETA: 5:35 - loss: 623.3272 - logits_profile_predictions_loss: 618.4187 - logcount_predictions_loss: 0.2653 25/2438 [..............................] - ETA: 5:35 - loss: 623.4383 - logits_profile_predictions_loss: 618.5310 - logcount_predictions_loss: 0.2653 26/2438 [..............................] - ETA: 5:34 - loss: 623.5583 - logits_profile_predictions_loss: 618.6533 - logcount_predictions_loss: 0.2651 27/2438 [..............................] - ETA: 5:34 - loss: 623.6949 - logits_profile_predictions_loss: 618.7887 - logcount_predictions_loss: 0.2652 28/2438 [..............................] - ETA: 5:34 - loss: 623.6344 - logits_profile_predictions_loss: 618.7279 - logcount_predictions_loss: 0.2652 29/2438 [..............................] - ETA: 5:34 - loss: 623.6459 - logits_profile_predictions_loss: 618.7371 - logcount_predictions_loss: 0.2653 30/2438 [..............................] - ETA: 5:34 - loss: 623.6645 - logits_profile_predictions_loss: 618.7546 - logcount_predictions_loss: 0.2654 31/2438 [..............................] - ETA: 5:34 - loss: 623.6330 - logits_profile_predictions_loss: 618.7229 - logcount_predictions_loss: 0.2654 32/2438 [..............................] - ETA: 5:34 - loss: 623.4855 - logits_profile_predictions_loss: 618.5764 - logcount_predictions_loss: 0.2654 33/2438 [..............................] - ETA: 5:33 - loss: 623.4042 - logits_profile_predictions_loss: 618.4978 - logcount_predictions_loss: 0.2652 34/2438 [..............................] - ETA: 5:33 - loss: 623.4110 - logits_profile_predictions_loss: 618.5089 - logcount_predictions_loss: 0.2650 35/2438 [..............................] - ETA: 5:33 - loss: 623.3786 - logits_profile_predictions_loss: 618.4812 - logcount_predictions_loss: 0.2647 36/2438 [..............................] - ETA: 5:33 - loss: 623.2610 - logits_profile_predictions_loss: 618.3681 - logcount_predictions_loss: 0.2645 37/2438 [..............................] - ETA: 5:33 - loss: 623.1390 - logits_profile_predictions_loss: 618.2499 - logcount_predictions_loss: 0.2643 38/2438 [..............................] - ETA: 5:33 - loss: 623.0098 - logits_profile_predictions_loss: 618.1250 - logcount_predictions_loss: 0.2640 39/2438 [..............................] - ETA: 5:32 - loss: 622.9217 - logits_profile_predictions_loss: 618.0418 - logcount_predictions_loss: 0.2638 40/2438 [..............................] - ETA: 5:32 - loss: 622.8375 - logits_profile_predictions_loss: 617.9619 - logcount_predictions_loss: 0.2635 41/2438 [..............................] - ETA: 5:32 - loss: 622.6914 - logits_profile_predictions_loss: 617.8188 - logcount_predictions_loss: 0.2634 42/2438 [..............................] - ETA: 5:32 - loss: 622.5420 - logits_profile_predictions_loss: 617.6719 - logcount_predictions_loss: 0.2632 43/2438 [..............................] - ETA: 5:32 - loss: 622.3741 - logits_profile_predictions_loss: 617.5063 - logcount_predictions_loss: 0.2631 44/2438 [..............................] - ETA: 5:32 - loss: 622.1892 - logits_profile_predictions_loss: 617.3236 - logcount_predictions_loss: 0.2630 45/2438 [..............................] - ETA: 5:32 - loss: 622.0057 - logits_profile_predictions_loss: 617.1420 - logcount_predictions_loss: 0.2629 46/2438 [..............................] - ETA: 5:31 - loss: 621.8141 - logits_profile_predictions_loss: 616.9523 - logcount_predictions_loss: 0.2628 47/2438 [..............................] - ETA: 5:31 - loss: 621.6351 - logits_profile_predictions_loss: 616.7754 - logcount_predictions_loss: 0.2627 48/2438 [..............................] - ETA: 5:31 - loss: 621.4719 - logits_profile_predictions_loss: 616.6145 - logcount_predictions_loss: 0.2626 49/2438 [..............................] - ETA: 5:31 - loss: 621.3247 - logits_profile_predictions_loss: 616.4695 - logcount_predictions_loss: 0.2624 50/2438 [..............................] - ETA: 5:31 - loss: 621.1432 - logits_profile_predictions_loss: 616.2902 - logcount_predictions_loss: 0.2623 51/2438 [..............................] - ETA: 5:31 - loss: 620.9353 - logits_profile_predictions_loss: 616.0846 - logcount_predictions_loss: 0.2622 52/2438 [..............................] - ETA: 5:31 - loss: 620.7370 - logits_profile_predictions_loss: 615.8891 - logcount_predictions_loss: 0.2620 53/2438 [..............................] - ETA: 5:30 - loss: 620.5222 - logits_profile_predictions_loss: 615.6775 - logcount_predictions_loss: 0.2619 54/2438 [..............................] - ETA: 5:30 - loss: 620.2847 - logits_profile_predictions_loss: 615.4426 - logcount_predictions_loss: 0.2617 55/2438 [..............................] - ETA: 5:30 - loss: 620.0447 - logits_profile_predictions_loss: 615.2054 - logcount_predictions_loss: 0.2616 56/2438 [..............................] - ETA: 5:30 - loss: 619.8058 - logits_profile_predictions_loss: 614.9690 - logcount_predictions_loss: 0.2614 57/2438 [..............................] - ETA: 5:30 - loss: 619.5694 - logits_profile_predictions_loss: 614.7348 - logcount_predictions_loss: 0.2613 58/2438 [..............................] - ETA: 5:30 - loss: 619.3520 - logits_profile_predictions_loss: 614.5195 - logcount_predictions_loss: 0.2612 59/2438 [..............................] - ETA: 5:30 - loss: 619.1417 - logits_profile_predictions_loss: 614.3115 - logcount_predictions_loss: 0.2611 60/2438 [..............................] - ETA: 5:29 - loss: 618.9208 - logits_profile_predictions_loss: 614.0933 - logcount_predictions_loss: 0.2609 61/2438 [..............................] - ETA: 5:29 - loss: 618.7147 - logits_profile_predictions_loss: 613.8900 - logcount_predictions_loss: 0.2608 62/2438 [..............................] - ETA: 5:29 - loss: 618.5309 - logits_profile_predictions_loss: 613.7089 - logcount_predictions_loss: 0.2606 63/2438 [..............................] - ETA: 5:29 - loss: 618.3599 - logits_profile_predictions_loss: 613.5404 - logcount_predictions_loss: 0.2605 64/2438 [..............................] - ETA: 5:29 - loss: 618.2295 - logits_profile_predictions_loss: 613.4123 - logcount_predictions_loss: 0.2604 65/2438 [..............................] - ETA: 5:29 - loss: 618.1144 - logits_profile_predictions_loss: 613.2994 - logcount_predictions_loss: 0.2603 66/2438 [..............................] - ETA: 5:29 - loss: 618.0125 - logits_profile_predictions_loss: 613.1998 - logcount_predictions_loss: 0.2601 67/2438 [..............................] - ETA: 5:28 - loss: 617.9135 - logits_profile_predictions_loss: 613.1030 - logcount_predictions_loss: 0.2600 68/2438 [..............................] - ETA: 5:28 - loss: 617.8146 - logits_profile_predictions_loss: 613.0062 - logcount_predictions_loss: 0.2599 69/2438 [..............................] - ETA: 5:28 - loss: 617.7177 - logits_profile_predictions_loss: 612.9116 - logcount_predictions_loss: 0.2598 70/2438 [..............................] - ETA: 5:28 - loss: 617.6246 - logits_profile_predictions_loss: 612.8205 - logcount_predictions_loss: 0.2597 71/2438 [..............................] - ETA: 5:28 - loss: 617.5290 - logits_profile_predictions_loss: 612.7269 - logcount_predictions_loss: 0.2596 72/2438 [..............................] - ETA: 5:28 - loss: 617.4318 - logits_profile_predictions_loss: 612.6318 - logcount_predictions_loss: 0.2595 73/2438 [..............................] - ETA: 5:28 - loss: 617.3513 - logits_profile_predictions_loss: 612.5531 - logcount_predictions_loss: 0.2594 74/2438 [..............................] - ETA: 5:27 - loss: 617.2918 - logits_profile_predictions_loss: 612.4954 - logcount_predictions_loss: 0.2593 75/2438 [..............................] - ETA: 5:27 - loss: 617.2294 - logits_profile_predictions_loss: 612.4348 - logcount_predictions_loss: 0.2592 76/2438 [..............................] - ETA: 5:27 - loss: 617.1808 - logits_profile_predictions_loss: 612.3882 - logcount_predictions_loss: 0.2591 77/2438 [..............................] - ETA: 5:27 - loss: 617.1340 - logits_profile_predictions_loss: 612.3430 - logcount_predictions_loss: 0.2590 78/2438 [..............................] - ETA: 5:27 - loss: 617.0940 - logits_profile_predictions_loss: 612.3046 - logcount_predictions_loss: 0.2589 79/2438 [..............................] - ETA: 5:27 - loss: 617.0626 - logits_profile_predictions_loss: 612.2749 - logcount_predictions_loss: 0.2588 80/2438 [..............................] - ETA: 5:27 - loss: 617.0448 - logits_profile_predictions_loss: 612.2588 - logcount_predictions_loss: 0.2587 81/2438 [..............................] - ETA: 5:27 - loss: 617.0354 - logits_profile_predictions_loss: 612.2507 - logcount_predictions_loss: 0.2586 82/2438 [>.............................] - ETA: 5:26 - loss: 617.0301 - logits_profile_predictions_loss: 612.2466 - logcount_predictions_loss: 0.2586 83/2438 [>.............................] - ETA: 5:26 - loss: 617.0161 - logits_profile_predictions_loss: 612.2338 - logcount_predictions_loss: 0.2585 84/2438 [>.............................] - ETA: 5:26 - loss: 616.9962 - logits_profile_predictions_loss: 612.2151 - logcount_predictions_loss: 0.2584 85/2438 [>.............................] - ETA: 5:26 - loss: 616.9749 - logits_profile_predictions_loss: 612.1952 - logcount_predictions_loss: 0.2584 86/2438 [>.............................] - ETA: 5:26 - loss: 616.9537 - logits_profile_predictions_loss: 612.1754 - logcount_predictions_loss: 0.2583 87/2438 [>.............................] - ETA: 5:26 - loss: 616.9315 - logits_profile_predictions_loss: 612.1547 - logcount_predictions_loss: 0.2582 88/2438 [>.............................] - ETA: 5:26 - loss: 616.9135 - logits_profile_predictions_loss: 612.1380 - logcount_predictions_loss: 0.2581 89/2438 [>.............................] - ETA: 5:25 - loss: 616.8846 - logits_profile_predictions_loss: 612.1106 - logcount_predictions_loss: 0.2581 90/2438 [>.............................] - ETA: 5:25 - loss: 616.8504 - logits_profile_predictions_loss: 612.0778 - logcount_predictions_loss: 0.2580 91/2438 [>.............................] - ETA: 5:25 - loss: 616.8039 - logits_profile_predictions_loss: 612.0325 - logcount_predictions_loss: 0.2579 92/2438 [>.............................] - ETA: 5:25 - loss: 616.7672 - logits_profile_predictions_loss: 611.9971 - logcount_predictions_loss: 0.2578 93/2438 [>.............................] - ETA: 5:25 - loss: 616.7166 - logits_profile_predictions_loss: 611.9477 - logcount_predictions_loss: 0.2578 94/2438 [>.............................] - ETA: 5:25 - loss: 616.6545 - logits_profile_predictions_loss: 611.8869 - logcount_predictions_loss: 0.2577 95/2438 [>.............................] - ETA: 5:25 - loss: 616.5908 - logits_profile_predictions_loss: 611.8245 - logcount_predictions_loss: 0.2576 96/2438 [>.............................] - ETA: 5:25 - loss: 616.5295 - logits_profile_predictions_loss: 611.7644 - logcount_predictions_loss: 0.2576 97/2438 [>.............................] - ETA: 5:24 - loss: 616.4634 - logits_profile_predictions_loss: 611.6996 - logcount_predictions_loss: 0.2575 98/2438 [>.............................] - ETA: 5:24 - loss: 616.4033 - logits_profile_predictions_loss: 611.6406 - logcount_predictions_loss: 0.2574 99/2438 [>.............................] - ETA: 5:24 - loss: 616.3466 - logits_profile_predictions_loss: 611.5848 - logcount_predictions_loss: 0.2574 100/2438 [>.............................] - ETA: 5:24 - loss: 616.3086 - logits_profile_predictions_loss: 611.5477 - logcount_predictions_loss: 0.2573 101/2438 [>.............................] - ETA: 5:24 - loss: 616.2696 - logits_profile_predictions_loss: 611.5096 - logcount_predictions_loss: 0.2573 102/2438 [>.............................] - ETA: 5:24 - loss: 616.2238 - logits_profile_predictions_loss: 611.4648 - logcount_predictions_loss: 0.2572 103/2438 [>.............................] - ETA: 5:24 - loss: 616.1717 - logits_profile_predictions_loss: 611.4138 - logcount_predictions_loss: 0.2572 104/2438 [>.............................] - ETA: 5:23 - loss: 616.1243 - logits_profile_predictions_loss: 611.3675 - logcount_predictions_loss: 0.2571 105/2438 [>.............................] - ETA: 5:23 - loss: 616.0819 - logits_profile_predictions_loss: 611.3261 - logcount_predictions_loss: 0.2571 106/2438 [>.............................] - ETA: 5:23 - loss: 616.0369 - logits_profile_predictions_loss: 611.2821 - logcount_predictions_loss: 0.2570 107/2438 [>.............................] - ETA: 5:23 - loss: 615.9923 - logits_profile_predictions_loss: 611.2383 - logcount_predictions_loss: 0.2570 108/2438 [>.............................] - ETA: 5:23 - loss: 615.9460 - logits_profile_predictions_loss: 611.1928 - logcount_predictions_loss: 0.2569 109/2438 [>.............................] - ETA: 5:23 - loss: 615.8995 - logits_profile_predictions_loss: 611.1471 - logcount_predictions_loss: 0.2569 110/2438 [>.............................] - ETA: 5:23 - loss: 615.8513 - logits_profile_predictions_loss: 611.0992 - logcount_predictions_loss: 0.2569 111/2438 [>.............................] - ETA: 5:22 - loss: 615.7992 - logits_profile_predictions_loss: 611.0473 - logcount_predictions_loss: 0.2569 112/2438 [>.............................] - ETA: 5:22 - loss: 615.7533 - logits_profile_predictions_loss: 611.0015 - logcount_predictions_loss: 0.2569 113/2438 [>.............................] - ETA: 5:22 - loss: 615.7022 - logits_profile_predictions_loss: 610.9504 - logcount_predictions_loss: 0.2568 114/2438 [>.............................] - ETA: 5:22 - loss: 615.6479 - logits_profile_predictions_loss: 610.8961 - logcount_predictions_loss: 0.2569 115/2438 [>.............................] - ETA: 5:22 - loss: 615.5954 - logits_profile_predictions_loss: 610.8435 - logcount_predictions_loss: 0.2569 116/2438 [>.............................] - ETA: 5:22 - loss: 615.5462 - logits_profile_predictions_loss: 610.7943 - logcount_predictions_loss: 0.2569 117/2438 [>.............................] - ETA: 5:22 - loss: 615.5003 - logits_profile_predictions_loss: 610.7485 - logcount_predictions_loss: 0.2569 118/2438 [>.............................] - ETA: 5:21 - loss: 615.4536 - logits_profile_predictions_loss: 610.7018 - logcount_predictions_loss: 0.2568 119/2438 [>.............................] - ETA: 5:21 - loss: 615.4066 - logits_profile_predictions_loss: 610.6548 - logcount_predictions_loss: 0.2569 120/2438 [>.............................] - ETA: 5:21 - loss: 615.3597 - logits_profile_predictions_loss: 610.6079 - logcount_predictions_loss: 0.2569 121/2438 [>.............................] - ETA: 5:21 - loss: 615.3186 - logits_profile_predictions_loss: 610.5669 - logcount_predictions_loss: 0.2568 122/2438 [>.............................] - ETA: 5:21 - loss: 615.2786 - logits_profile_predictions_loss: 610.5270 - logcount_predictions_loss: 0.2568 123/2438 [>.............................] - ETA: 5:21 - loss: 615.2367 - logits_profile_predictions_loss: 610.4852 - logcount_predictions_loss: 0.2568 124/2438 [>.............................] - ETA: 5:21 - loss: 615.1908 - logits_profile_predictions_loss: 610.4395 - logcount_predictions_loss: 0.2568 125/2438 [>.............................] - ETA: 5:20 - loss: 615.1400 - logits_profile_predictions_loss: 610.3888 - logcount_predictions_loss: 0.2568 126/2438 [>.............................] - ETA: 5:20 - loss: 615.0865 - logits_profile_predictions_loss: 610.3356 - logcount_predictions_loss: 0.2568 127/2438 [>.............................] - ETA: 5:20 - loss: 615.0302 - logits_profile_predictions_loss: 610.2796 - logcount_predictions_loss: 0.2568 128/2438 [>.............................] - ETA: 5:20 - loss: 614.9794 - logits_profile_predictions_loss: 610.2291 - logcount_predictions_loss: 0.2568 129/2438 [>.............................] - ETA: 5:20 - loss: 614.9298 - logits_profile_predictions_loss: 610.1797 - logcount_predictions_loss: 0.2568 130/2438 [>.............................] - ETA: 5:20 - loss: 614.8816 - logits_profile_predictions_loss: 610.1317 - logcount_predictions_loss: 0.2567 131/2438 [>.............................] - ETA: 5:20 - loss: 614.8338 - logits_profile_predictions_loss: 610.0841 - logcount_predictions_loss: 0.2567 132/2438 [>.............................] - ETA: 5:19 - loss: 614.7881 - logits_profile_predictions_loss: 610.0385 - logcount_predictions_loss: 0.2567 133/2438 [>.............................] - ETA: 5:19 - loss: 614.7398 - logits_profile_predictions_loss: 609.9904 - logcount_predictions_loss: 0.2567 134/2438 [>.............................] - ETA: 5:19 - loss: 614.6922 - logits_profile_predictions_loss: 609.9430 - logcount_predictions_loss: 0.2567 135/2438 [>.............................] - ETA: 5:19 - loss: 614.6447 - logits_profile_predictions_loss: 609.8954 - logcount_predictions_loss: 0.2567 136/2438 [>.............................] - ETA: 5:19 - loss: 614.5997 - logits_profile_predictions_loss: 609.8506 - logcount_predictions_loss: 0.2567 137/2438 [>.............................] - ETA: 5:19 - loss: 614.5502 - logits_profile_predictions_loss: 609.8012 - logcount_predictions_loss: 0.2567 138/2438 [>.............................] - ETA: 5:19 - loss: 614.5078 - logits_profile_predictions_loss: 609.7588 - logcount_predictions_loss: 0.2567 139/2438 [>.............................] - ETA: 5:18 - loss: 614.4622 - logits_profile_predictions_loss: 609.7133 - logcount_predictions_loss: 0.2567 140/2438 [>.............................] - ETA: 5:18 - loss: 614.4164 - logits_profile_predictions_loss: 609.6674 - logcount_predictions_loss: 0.2567 141/2438 [>.............................] - ETA: 5:18 - loss: 614.3687 - logits_profile_predictions_loss: 609.6197 - logcount_predictions_loss: 0.2567 142/2438 [>.............................] - ETA: 5:18 - loss: 614.3194 - logits_profile_predictions_loss: 609.5703 - logcount_predictions_loss: 0.2567 143/2438 [>.............................] - ETA: 5:18 - loss: 614.2737 - logits_profile_predictions_loss: 609.5245 - logcount_predictions_loss: 0.2567 144/2438 [>.............................] - ETA: 5:18 - loss: 614.2262 - logits_profile_predictions_loss: 609.4769 - logcount_predictions_loss: 0.2567 145/2438 [>.............................] - ETA: 5:18 - loss: 614.1777 - logits_profile_predictions_loss: 609.4282 - logcount_predictions_loss: 0.2567 146/2438 [>.............................] - ETA: 5:17 - loss: 614.1320 - logits_profile_predictions_loss: 609.3824 - logcount_predictions_loss: 0.2567 147/2438 [>.............................] - ETA: 5:17 - loss: 614.0910 - logits_profile_predictions_loss: 609.3413 - logcount_predictions_loss: 0.2567 148/2438 [>.............................] - ETA: 5:17 - loss: 614.0525 - logits_profile_predictions_loss: 609.3025 - logcount_predictions_loss: 0.2567 149/2438 [>.............................] - ETA: 5:17 - loss: 614.0137 - logits_profile_predictions_loss: 609.2634 - logcount_predictions_loss: 0.2568 150/2438 [>.............................] - ETA: 5:17 - loss: 613.9742 - 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[============================>.] - ETA: 0s - loss: 604.7225 - logits_profile_predictions_loss: 599.8924 - logcount_predictions_loss: 0.2611 2435/2438 [============================>.] - ETA: 0s - loss: 604.7223 - logits_profile_predictions_loss: 599.8921 - logcount_predictions_loss: 0.2611 2436/2438 [============================>.] - ETA: 0s - loss: 604.7220 - logits_profile_predictions_loss: 599.8918 - logcount_predictions_loss: 0.2611 2437/2438 [============================>.] - ETA: 0s - loss: 604.7217 - logits_profile_predictions_loss: 599.8915 - logcount_predictions_loss: 0.2611 2438/2438 [==============================] - ETA: 0s - loss: 604.7214 - logits_profile_predictions_loss: 599.8912 - logcount_predictions_loss: 0.2611 2438/2438 [==============================] - 353s 145ms/step - loss: 604.7211 - logits_profile_predictions_loss: 599.8909 - logcount_predictions_loss: 0.2611 - val_loss: 612.2464 - val_logits_profile_predictions_loss: 607.2413 - val_logcount_predictions_loss: 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[..............................] - ETA: 5:32 - loss: 607.7176 - logits_profile_predictions_loss: 602.6818 - logcount_predictions_loss: 0.2722 41/2438 [..............................] - ETA: 5:32 - loss: 607.7604 - logits_profile_predictions_loss: 602.7286 - logcount_predictions_loss: 0.2720 42/2438 [..............................] - ETA: 5:32 - loss: 607.8066 - logits_profile_predictions_loss: 602.7794 - logcount_predictions_loss: 0.2717 43/2438 [..............................] - ETA: 5:32 - loss: 607.8080 - logits_profile_predictions_loss: 602.7849 - logcount_predictions_loss: 0.2715 44/2438 [..............................] - ETA: 5:32 - loss: 607.8253 - logits_profile_predictions_loss: 602.8065 - logcount_predictions_loss: 0.2713 45/2438 [..............................] - ETA: 5:32 - loss: 607.8154 - logits_profile_predictions_loss: 602.8012 - logcount_predictions_loss: 0.2710 46/2438 [..............................] - ETA: 5:32 - loss: 607.8044 - logits_profile_predictions_loss: 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loss: 607.8837 - logits_profile_predictions_loss: 602.9116 - logcount_predictions_loss: 0.2688 54/2438 [..............................] - ETA: 5:30 - loss: 607.9585 - logits_profile_predictions_loss: 602.9910 - logcount_predictions_loss: 0.2685 55/2438 [..............................] - ETA: 5:30 - loss: 608.0460 - logits_profile_predictions_loss: 603.0828 - logcount_predictions_loss: 0.2683 56/2438 [..............................] - ETA: 5:30 - loss: 608.1044 - logits_profile_predictions_loss: 603.1456 - logcount_predictions_loss: 0.2680 57/2438 [..............................] - ETA: 5:30 - loss: 608.1702 - logits_profile_predictions_loss: 603.2159 - logcount_predictions_loss: 0.2678 58/2438 [..............................] - ETA: 5:30 - loss: 608.2034 - logits_profile_predictions_loss: 603.2535 - logcount_predictions_loss: 0.2676 59/2438 [..............................] - ETA: 5:30 - loss: 608.2147 - logits_profile_predictions_loss: 603.2687 - logcount_predictions_loss: 0.2673 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logits_profile_predictions_loss: 597.5577 - logcount_predictions_loss: 0.2514 347/2438 [===>..........................] - ETA: 4:50 - loss: 602.1945 - logits_profile_predictions_loss: 597.5433 - logcount_predictions_loss: 0.2514 348/2438 [===>..........................] - ETA: 4:49 - loss: 602.1796 - logits_profile_predictions_loss: 597.5287 - logcount_predictions_loss: 0.2514 349/2438 [===>..........................] - ETA: 4:49 - loss: 602.1647 - logits_profile_predictions_loss: 597.5141 - logcount_predictions_loss: 0.2514 350/2438 [===>..........................] - ETA: 4:49 - loss: 602.1497 - logits_profile_predictions_loss: 597.4995 - logcount_predictions_loss: 0.2514 351/2438 [===>..........................] - ETA: 4:49 - loss: 602.1346 - logits_profile_predictions_loss: 597.4848 - logcount_predictions_loss: 0.2513 352/2438 [===>..........................] - ETA: 4:49 - loss: 602.1196 - logits_profile_predictions_loss: 597.4701 - logcount_predictions_loss: 0.2513 353/2438 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logits_profile_predictions_loss: 597.3772 - logcount_predictions_loss: 0.2512 360/2438 [===>..........................] - ETA: 4:48 - loss: 602.0119 - logits_profile_predictions_loss: 597.3652 - logcount_predictions_loss: 0.2512 361/2438 [===>..........................] - ETA: 4:48 - loss: 602.0004 - logits_profile_predictions_loss: 597.3540 - logcount_predictions_loss: 0.2512 362/2438 [===>..........................] - ETA: 4:48 - loss: 601.9895 - logits_profile_predictions_loss: 597.3433 - logcount_predictions_loss: 0.2511 363/2438 [===>..........................] - ETA: 4:47 - loss: 601.9786 - logits_profile_predictions_loss: 597.3328 - logcount_predictions_loss: 0.2511 364/2438 [===>..........................] - ETA: 4:47 - loss: 601.9684 - logits_profile_predictions_loss: 597.3229 - logcount_predictions_loss: 0.2511 365/2438 [===>..........................] - ETA: 4:47 - loss: 601.9583 - logits_profile_predictions_loss: 597.3132 - logcount_predictions_loss: 0.2511 366/2438 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logits_profile_predictions_loss: 597.2410 - logcount_predictions_loss: 0.2510 373/2438 [===>..........................] - ETA: 4:46 - loss: 601.8732 - logits_profile_predictions_loss: 597.2307 - logcount_predictions_loss: 0.2510 374/2438 [===>..........................] - ETA: 4:46 - loss: 601.8629 - logits_profile_predictions_loss: 597.2207 - logcount_predictions_loss: 0.2509 375/2438 [===>..........................] - ETA: 4:46 - loss: 601.8525 - logits_profile_predictions_loss: 597.2107 - logcount_predictions_loss: 0.2509 376/2438 [===>..........................] - ETA: 4:46 - loss: 601.8431 - logits_profile_predictions_loss: 597.2016 - logcount_predictions_loss: 0.2509 377/2438 [===>..........................] - ETA: 4:45 - loss: 601.8337 - logits_profile_predictions_loss: 597.1926 - logcount_predictions_loss: 0.2509 378/2438 [===>..........................] - ETA: 4:45 - loss: 601.8247 - logits_profile_predictions_loss: 597.1839 - logcount_predictions_loss: 0.2509 379/2438 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logits_profile_predictions_loss: 597.1244 - logcount_predictions_loss: 0.2507 386/2438 [===>..........................] - ETA: 4:44 - loss: 601.7538 - logits_profile_predictions_loss: 597.1157 - logcount_predictions_loss: 0.2507 387/2438 [===>..........................] - ETA: 4:44 - loss: 601.7451 - logits_profile_predictions_loss: 597.1072 - logcount_predictions_loss: 0.2507 388/2438 [===>..........................] - ETA: 4:44 - loss: 601.7365 - logits_profile_predictions_loss: 597.0989 - logcount_predictions_loss: 0.2507 389/2438 [===>..........................] - ETA: 4:44 - loss: 601.7276 - logits_profile_predictions_loss: 597.0904 - logcount_predictions_loss: 0.2507 390/2438 [===>..........................] - ETA: 4:44 - loss: 601.7194 - logits_profile_predictions_loss: 597.0825 - logcount_predictions_loss: 0.2506 391/2438 [===>..........................] - ETA: 4:44 - loss: 601.7114 - logits_profile_predictions_loss: 597.0748 - logcount_predictions_loss: 0.2506 392/2438 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[===>..........................] - ETA: 4:42 - loss: 601.5782 - logits_profile_predictions_loss: 596.9461 - logcount_predictions_loss: 0.2504 406/2438 [===>..........................] - ETA: 4:41 - loss: 601.5677 - logits_profile_predictions_loss: 596.9358 - logcount_predictions_loss: 0.2504 407/2438 [====>.........................] - ETA: 4:41 - loss: 601.5566 - logits_profile_predictions_loss: 596.9251 - logcount_predictions_loss: 0.2504 408/2438 [====>.........................] - ETA: 4:41 - loss: 601.5461 - logits_profile_predictions_loss: 596.9148 - logcount_predictions_loss: 0.2503 409/2438 [====>.........................] - ETA: 4:41 - loss: 601.5356 - logits_profile_predictions_loss: 596.9046 - logcount_predictions_loss: 0.2503 410/2438 [====>.........................] - ETA: 4:41 - loss: 601.5249 - logits_profile_predictions_loss: 596.8942 - logcount_predictions_loss: 0.2503 411/2438 [====>.........................] - ETA: 4:41 - loss: 601.5141 - logits_profile_predictions_loss: 596.8837 - logcount_predictions_loss: 0.2503 412/2438 [====>.........................] - ETA: 4:41 - loss: 601.5032 - logits_profile_predictions_loss: 596.8731 - logcount_predictions_loss: 0.2503 413/2438 [====>.........................] - ETA: 4:40 - loss: 601.4921 - logits_profile_predictions_loss: 596.8623 - logcount_predictions_loss: 0.2503 414/2438 [====>.........................] - ETA: 4:40 - loss: 601.4814 - logits_profile_predictions_loss: 596.8519 - logcount_predictions_loss: 0.2502 415/2438 [====>.........................] - ETA: 4:40 - loss: 601.4704 - logits_profile_predictions_loss: 596.8411 - logcount_predictions_loss: 0.2502 416/2438 [====>.........................] - ETA: 4:40 - loss: 601.4595 - logits_profile_predictions_loss: 596.8305 - logcount_predictions_loss: 0.2502 417/2438 [====>.........................] - ETA: 4:40 - loss: 601.4487 - logits_profile_predictions_loss: 596.8200 - logcount_predictions_loss: 0.2502 418/2438 [====>.........................] - ETA: 4:40 - loss: 601.4381 - logits_profile_predictions_loss: 596.8097 - logcount_predictions_loss: 0.2502 419/2438 [====>.........................] - ETA: 4:40 - loss: 601.4272 - logits_profile_predictions_loss: 596.7991 - logcount_predictions_loss: 0.2502 420/2438 [====>.........................] - ETA: 4:40 - loss: 601.4159 - logits_profile_predictions_loss: 596.7881 - logcount_predictions_loss: 0.2502 421/2438 [====>.........................] - ETA: 4:39 - loss: 601.4042 - logits_profile_predictions_loss: 596.7767 - logcount_predictions_loss: 0.2501 422/2438 [====>.........................] - ETA: 4:39 - loss: 601.3923 - logits_profile_predictions_loss: 596.7650 - logcount_predictions_loss: 0.2501 423/2438 [====>.........................] - ETA: 4:39 - loss: 601.3805 - logits_profile_predictions_loss: 596.7536 - logcount_predictions_loss: 0.2501 424/2438 [====>.........................] - ETA: 4:39 - loss: 601.3691 - logits_profile_predictions_loss: 596.7424 - logcount_predictions_loss: 0.2501 425/2438 [====>.........................] - ETA: 4:39 - loss: 601.3579 - logits_profile_predictions_loss: 596.7315 - logcount_predictions_loss: 0.2501 426/2438 [====>.........................] - ETA: 4:39 - loss: 601.3465 - logits_profile_predictions_loss: 596.7203 - logcount_predictions_loss: 0.2501 427/2438 [====>.........................] - ETA: 4:39 - loss: 601.3349 - logits_profile_predictions_loss: 596.7090 - logcount_predictions_loss: 0.2501 428/2438 [====>.........................] - ETA: 4:38 - loss: 601.3229 - logits_profile_predictions_loss: 596.6974 - logcount_predictions_loss: 0.2500 429/2438 [====>.........................] - ETA: 4:38 - loss: 601.3111 - logits_profile_predictions_loss: 596.6858 - logcount_predictions_loss: 0.2500 430/2438 [====>.........................] - ETA: 4:38 - loss: 601.2998 - logits_profile_predictions_loss: 596.6748 - logcount_predictions_loss: 0.2500 431/2438 [====>.........................] - ETA: 4:38 - loss: 601.2886 - logits_profile_predictions_loss: 596.6638 - logcount_predictions_loss: 0.2500 432/2438 [====>.........................] - ETA: 4:38 - loss: 601.2778 - logits_profile_predictions_loss: 596.6533 - logcount_predictions_loss: 0.2500 433/2438 [====>.........................] - ETA: 4:38 - loss: 601.2665 - logits_profile_predictions_loss: 596.6423 - logcount_predictions_loss: 0.2500 434/2438 [====>.........................] - ETA: 4:38 - loss: 601.2552 - logits_profile_predictions_loss: 596.6312 - logcount_predictions_loss: 0.2499 435/2438 [====>.........................] - ETA: 4:37 - loss: 601.2445 - logits_profile_predictions_loss: 596.6208 - logcount_predictions_loss: 0.2499 436/2438 [====>.........................] - ETA: 4:37 - loss: 601.2342 - logits_profile_predictions_loss: 596.6108 - logcount_predictions_loss: 0.2499 437/2438 [====>.........................] - ETA: 4:37 - loss: 601.2237 - logits_profile_predictions_loss: 596.6006 - logcount_predictions_loss: 0.2499 438/2438 [====>.........................] - ETA: 4:37 - loss: 601.2129 - logits_profile_predictions_loss: 596.5901 - logcount_predictions_loss: 0.2499 439/2438 [====>.........................] - ETA: 4:37 - loss: 601.2016 - logits_profile_predictions_loss: 596.5790 - logcount_predictions_loss: 0.2499 440/2438 [====>.........................] - ETA: 4:37 - loss: 601.1900 - logits_profile_predictions_loss: 596.5677 - logcount_predictions_loss: 0.2499 441/2438 [====>.........................] - ETA: 4:37 - loss: 601.1786 - logits_profile_predictions_loss: 596.5565 - logcount_predictions_loss: 0.2498 442/2438 [====>.........................] - ETA: 4:36 - loss: 601.1671 - logits_profile_predictions_loss: 596.5454 - logcount_predictions_loss: 0.2498 443/2438 [====>.........................] - ETA: 4:36 - loss: 601.1557 - logits_profile_predictions_loss: 596.5342 - logcount_predictions_loss: 0.2498 444/2438 [====>.........................] - ETA: 4:36 - loss: 601.1444 - logits_profile_predictions_loss: 596.5232 - logcount_predictions_loss: 0.2498 445/2438 [====>.........................] - ETA: 4:36 - loss: 601.1328 - logits_profile_predictions_loss: 596.5119 - logcount_predictions_loss: 0.2498 446/2438 [====>.........................] - ETA: 4:36 - loss: 601.1216 - logits_profile_predictions_loss: 596.5009 - logcount_predictions_loss: 0.2498 447/2438 [====>.........................] - ETA: 4:36 - loss: 601.1110 - logits_profile_predictions_loss: 596.4905 - logcount_predictions_loss: 0.2498 448/2438 [====>.........................] - ETA: 4:36 - loss: 601.1003 - logits_profile_predictions_loss: 596.4802 - logcount_predictions_loss: 0.2497 449/2438 [====>.........................] - ETA: 4:35 - loss: 601.0898 - logits_profile_predictions_loss: 596.4699 - logcount_predictions_loss: 0.2497 450/2438 [====>.........................] - ETA: 4:35 - loss: 601.0791 - logits_profile_predictions_loss: 596.4595 - logcount_predictions_loss: 0.2497 451/2438 [====>.........................] - ETA: 4:35 - loss: 601.0684 - logits_profile_predictions_loss: 596.4490 - logcount_predictions_loss: 0.2497 452/2438 [====>.........................] - ETA: 4:35 - loss: 601.0575 - logits_profile_predictions_loss: 596.4384 - logcount_predictions_loss: 0.2497 453/2438 [====>.........................] - ETA: 4:35 - loss: 601.0472 - logits_profile_predictions_loss: 596.4283 - logcount_predictions_loss: 0.2497 454/2438 [====>.........................] - ETA: 4:35 - loss: 601.0371 - logits_profile_predictions_loss: 596.4185 - logcount_predictions_loss: 0.2497 455/2438 [====>.........................] - ETA: 4:35 - loss: 601.0265 - logits_profile_predictions_loss: 596.4081 - logcount_predictions_loss: 0.2496 456/2438 [====>.........................] - ETA: 4:34 - loss: 601.0157 - logits_profile_predictions_loss: 596.3977 - logcount_predictions_loss: 0.2496 457/2438 [====>.........................] - ETA: 4:34 - loss: 601.0053 - logits_profile_predictions_loss: 596.3875 - logcount_predictions_loss: 0.2496 458/2438 [====>.........................] - ETA: 4:34 - loss: 600.9952 - logits_profile_predictions_loss: 596.3777 - logcount_predictions_loss: 0.2496 459/2438 [====>.........................] - ETA: 4:34 - loss: 600.9854 - logits_profile_predictions_loss: 596.3681 - logcount_predictions_loss: 0.2496 460/2438 [====>.........................] - ETA: 4:34 - loss: 600.9760 - logits_profile_predictions_loss: 596.3590 - logcount_predictions_loss: 0.2496 461/2438 [====>.........................] - ETA: 4:34 - loss: 600.9669 - logits_profile_predictions_loss: 596.3501 - logcount_predictions_loss: 0.2496 462/2438 [====>.........................] - ETA: 4:34 - loss: 600.9577 - logits_profile_predictions_loss: 596.3412 - logcount_predictions_loss: 0.2495 463/2438 [====>.........................] - ETA: 4:34 - loss: 600.9483 - logits_profile_predictions_loss: 596.3320 - logcount_predictions_loss: 0.2495 464/2438 [====>.........................] - ETA: 4:33 - loss: 600.9387 - logits_profile_predictions_loss: 596.3227 - logcount_predictions_loss: 0.2495 465/2438 [====>.........................] - ETA: 4:33 - loss: 600.9291 - logits_profile_predictions_loss: 596.3134 - logcount_predictions_loss: 0.2495 466/2438 [====>.........................] - ETA: 4:33 - loss: 600.9195 - logits_profile_predictions_loss: 596.3040 - logcount_predictions_loss: 0.2495 467/2438 [====>.........................] - ETA: 4:33 - loss: 600.9101 - logits_profile_predictions_loss: 596.2948 - logcount_predictions_loss: 0.2495 468/2438 [====>.........................] - ETA: 4:33 - loss: 600.9009 - logits_profile_predictions_loss: 596.2859 - logcount_predictions_loss: 0.2495 469/2438 [====>.........................] - ETA: 4:33 - loss: 600.8916 - logits_profile_predictions_loss: 596.2768 - logcount_predictions_loss: 0.2494 470/2438 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[============================>.] - ETA: 0s - loss: 596.3455 - logits_profile_predictions_loss: 591.8887 - logcount_predictions_loss: 0.2409 2436/2438 [============================>.] - ETA: 0s - loss: 596.3453 - logits_profile_predictions_loss: 591.8885 - logcount_predictions_loss: 0.2409 2437/2438 [============================>.] - ETA: 0s - loss: 596.3451 - logits_profile_predictions_loss: 591.8883 - logcount_predictions_loss: 0.2409 2438/2438 [==============================] - ETA: 0s - loss: 596.3448 - logits_profile_predictions_loss: 591.8881 - logcount_predictions_loss: 0.2409 2438/2438 [==============================] - 353s 145ms/step - loss: 596.3446 - logits_profile_predictions_loss: 591.8879 - logcount_predictions_loss: 0.2409 - val_loss: 603.9869 - val_logits_profile_predictions_loss: 599.1035 - val_logcount_predictions_loss: 0.2640 Epoch 00011: val_loss improved from 605.78253 to 603.98694, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 12/50 1/2438 [..............................] - ETA: 6:14 - loss: 598.4611 - logits_profile_predictions_loss: 595.6487 - logcount_predictions_loss: 0.1520 2/2438 [..............................] - ETA: 5:37 - loss: 604.7003 - logits_profile_predictions_loss: 601.8133 - logcount_predictions_loss: 0.1561 3/2438 [..............................] - ETA: 5:37 - loss: 610.3977 - logits_profile_predictions_loss: 607.2794 - logcount_predictions_loss: 0.1686 4/2438 [..............................] - ETA: 5:36 - loss: 613.0335 - logits_profile_predictions_loss: 609.6958 - logcount_predictions_loss: 0.1804 5/2438 [..............................] - ETA: 5:36 - loss: 615.3732 - logits_profile_predictions_loss: 611.9353 - logcount_predictions_loss: 0.1858 6/2438 [..............................] - ETA: 5:36 - loss: 615.1562 - logits_profile_predictions_loss: 611.6469 - 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- logits_profile_predictions_loss: 607.6326 - logcount_predictions_loss: 0.2006 14/2438 [..............................] - ETA: 5:35 - loss: 610.9456 - logits_profile_predictions_loss: 607.2167 - logcount_predictions_loss: 0.2016 15/2438 [..............................] - ETA: 5:35 - loss: 610.3758 - logits_profile_predictions_loss: 606.6302 - logcount_predictions_loss: 0.2025 16/2438 [..............................] - ETA: 5:35 - loss: 609.9268 - logits_profile_predictions_loss: 606.1635 - logcount_predictions_loss: 0.2034 17/2438 [..............................] - ETA: 5:35 - loss: 609.4201 - logits_profile_predictions_loss: 605.6334 - logcount_predictions_loss: 0.2047 18/2438 [..............................] - ETA: 5:35 - loss: 608.7290 - logits_profile_predictions_loss: 604.9171 - logcount_predictions_loss: 0.2060 19/2438 [..............................] - ETA: 5:35 - loss: 607.9916 - logits_profile_predictions_loss: 604.1600 - logcount_predictions_loss: 0.2071 20/2438 [..............................] - ETA: 5:35 - loss: 607.2427 - logits_profile_predictions_loss: 603.3915 - logcount_predictions_loss: 0.2082 21/2438 [..............................] - ETA: 5:35 - loss: 606.7181 - logits_profile_predictions_loss: 602.8523 - logcount_predictions_loss: 0.2090 22/2438 [..............................] - ETA: 5:34 - loss: 606.3749 - logits_profile_predictions_loss: 602.4966 - logcount_predictions_loss: 0.2096 23/2438 [..............................] - ETA: 5:34 - loss: 606.1530 - logits_profile_predictions_loss: 602.2658 - logcount_predictions_loss: 0.2101 24/2438 [..............................] - ETA: 5:34 - loss: 605.9713 - logits_profile_predictions_loss: 602.0776 - logcount_predictions_loss: 0.2105 25/2438 [..............................] - ETA: 5:34 - loss: 605.8115 - logits_profile_predictions_loss: 601.9117 - logcount_predictions_loss: 0.2108 26/2438 [..............................] - ETA: 5:34 - loss: 605.6537 - logits_profile_predictions_loss: 601.7469 - logcount_predictions_loss: 0.2112 27/2438 [..............................] - ETA: 5:34 - loss: 605.3639 - logits_profile_predictions_loss: 601.4459 - logcount_predictions_loss: 0.2118 28/2438 [..............................] - ETA: 5:34 - loss: 605.0759 - logits_profile_predictions_loss: 601.1486 - logcount_predictions_loss: 0.2123 29/2438 [..............................] - ETA: 5:34 - loss: 604.7805 - logits_profile_predictions_loss: 600.8383 - logcount_predictions_loss: 0.2131 30/2438 [..............................] - ETA: 5:33 - loss: 604.5242 - logits_profile_predictions_loss: 600.5634 - logcount_predictions_loss: 0.2141 31/2438 [..............................] - ETA: 5:33 - loss: 604.2202 - logits_profile_predictions_loss: 600.2407 - logcount_predictions_loss: 0.2151 32/2438 [..............................] - ETA: 5:33 - loss: 603.8723 - logits_profile_predictions_loss: 599.8747 - logcount_predictions_loss: 0.2161 33/2438 [..............................] - ETA: 5:33 - 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40/2438 [..............................] - ETA: 5:32 - loss: 601.5000 - logits_profile_predictions_loss: 597.4111 - logcount_predictions_loss: 0.2210 41/2438 [..............................] - ETA: 5:32 - loss: 601.2250 - logits_profile_predictions_loss: 597.1296 - logcount_predictions_loss: 0.2214 42/2438 [..............................] - ETA: 5:32 - loss: 600.9576 - logits_profile_predictions_loss: 596.8565 - logcount_predictions_loss: 0.2217 43/2438 [..............................] - ETA: 5:32 - loss: 600.6754 - logits_profile_predictions_loss: 596.5695 - logcount_predictions_loss: 0.2219 44/2438 [..............................] - ETA: 5:31 - loss: 600.4006 - logits_profile_predictions_loss: 596.2907 - logcount_predictions_loss: 0.2222 45/2438 [..............................] - ETA: 5:31 - loss: 600.1183 - logits_profile_predictions_loss: 596.0049 - logcount_predictions_loss: 0.2223 46/2438 [..............................] - ETA: 5:31 - loss: 599.8876 - 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[============================>.] - ETA: 0s - loss: 592.5357 - logits_profile_predictions_loss: 588.2856 - logcount_predictions_loss: 0.2297 2436/2438 [============================>.] - ETA: 0s - loss: 592.5354 - logits_profile_predictions_loss: 588.2852 - logcount_predictions_loss: 0.2297 2437/2438 [============================>.] - ETA: 0s - loss: 592.5350 - logits_profile_predictions_loss: 588.2848 - logcount_predictions_loss: 0.2297 2438/2438 [==============================] - ETA: 0s - loss: 592.5346 - logits_profile_predictions_loss: 588.2845 - logcount_predictions_loss: 0.2297 2438/2438 [==============================] - 353s 145ms/step - loss: 592.5343 - logits_profile_predictions_loss: 588.2841 - logcount_predictions_loss: 0.2297 - val_loss: 608.4230 - val_logits_profile_predictions_loss: 603.5671 - val_logcount_predictions_loss: 0.2625 Epoch 00012: val_loss did not improve from 603.98694 Epoch 13/50 1/2438 [..............................] - ETA: 6:10 - loss: 646.9372 - logits_profile_predictions_loss: 643.7665 - logcount_predictions_loss: 0.1714 2/2438 [..............................] - ETA: 5:41 - loss: 625.9157 - logits_profile_predictions_loss: 622.5559 - logcount_predictions_loss: 0.1816 3/2438 [..............................] - ETA: 5:39 - loss: 624.6663 - logits_profile_predictions_loss: 621.0881 - logcount_predictions_loss: 0.1934 4/2438 [..............................] - ETA: 5:38 - loss: 623.8467 - logits_profile_predictions_loss: 620.1735 - logcount_predictions_loss: 0.1986 5/2438 [..............................] - ETA: 5:38 - loss: 625.6931 - logits_profile_predictions_loss: 621.9672 - logcount_predictions_loss: 0.2014 6/2438 [..............................] - ETA: 5:38 - loss: 626.9048 - logits_profile_predictions_loss: 623.1275 - logcount_predictions_loss: 0.2042 7/2438 [..............................] - ETA: 5:37 - loss: 626.2061 - logits_profile_predictions_loss: 622.4122 - logcount_predictions_loss: 0.2051 8/2438 [..............................] - ETA: 5:37 - loss: 625.2791 - logits_profile_predictions_loss: 621.4789 - logcount_predictions_loss: 0.2054 9/2438 [..............................] - ETA: 5:37 - loss: 624.6470 - logits_profile_predictions_loss: 620.8370 - logcount_predictions_loss: 0.2060 10/2438 [..............................] - ETA: 5:37 - loss: 623.5077 - logits_profile_predictions_loss: 619.6940 - logcount_predictions_loss: 0.2061 11/2438 [..............................] - ETA: 5:37 - loss: 622.6641 - logits_profile_predictions_loss: 618.8483 - logcount_predictions_loss: 0.2063 12/2438 [..............................] - ETA: 5:36 - loss: 622.0438 - logits_profile_predictions_loss: 618.2268 - logcount_predictions_loss: 0.2063 13/2438 [..............................] - ETA: 5:36 - loss: 621.5582 - logits_profile_predictions_loss: 617.7382 - logcount_predictions_loss: 0.2065 14/2438 [..............................] - ETA: 5:36 - loss: 621.1329 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 583.3245 - logcount_predictions_loss: 0.2178 309/2438 [==>...........................] - ETA: 4:55 - loss: 587.3362 - logits_profile_predictions_loss: 583.3076 - logcount_predictions_loss: 0.2178 310/2438 [==>...........................] - ETA: 4:55 - loss: 587.3204 - logits_profile_predictions_loss: 583.2917 - logcount_predictions_loss: 0.2178 311/2438 [==>...........................] - ETA: 4:55 - loss: 587.3045 - logits_profile_predictions_loss: 583.2756 - logcount_predictions_loss: 0.2178 312/2438 [==>...........................] - ETA: 4:54 - loss: 587.2888 - logits_profile_predictions_loss: 583.2597 - logcount_predictions_loss: 0.2178 313/2438 [==>...........................] - ETA: 4:54 - loss: 587.2738 - logits_profile_predictions_loss: 583.2445 - logcount_predictions_loss: 0.2178 314/2438 [==>...........................] - ETA: 4:54 - loss: 587.2591 - logits_profile_predictions_loss: 583.2296 - logcount_predictions_loss: 0.2178 315/2438 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logits_profile_predictions_loss: 583.1305 - logcount_predictions_loss: 0.2179 322/2438 [==>...........................] - ETA: 4:53 - loss: 587.1492 - logits_profile_predictions_loss: 583.1180 - logcount_predictions_loss: 0.2179 323/2438 [==>...........................] - ETA: 4:53 - loss: 587.1363 - logits_profile_predictions_loss: 583.1048 - logcount_predictions_loss: 0.2179 324/2438 [==>...........................] - ETA: 4:53 - loss: 587.1235 - logits_profile_predictions_loss: 583.0919 - logcount_predictions_loss: 0.2179 325/2438 [==>...........................] - ETA: 4:53 - loss: 587.1110 - logits_profile_predictions_loss: 583.0791 - logcount_predictions_loss: 0.2179 326/2438 [===>..........................] - ETA: 4:53 - loss: 587.0982 - logits_profile_predictions_loss: 583.0661 - logcount_predictions_loss: 0.2180 327/2438 [===>..........................] - ETA: 4:52 - loss: 587.0854 - logits_profile_predictions_loss: 583.0531 - logcount_predictions_loss: 0.2180 328/2438 [===>..........................] - ETA: 4:52 - loss: 587.0729 - logits_profile_predictions_loss: 583.0404 - logcount_predictions_loss: 0.2180 329/2438 [===>..........................] - ETA: 4:52 - loss: 587.0611 - logits_profile_predictions_loss: 583.0284 - logcount_predictions_loss: 0.2180 330/2438 [===>..........................] - ETA: 4:52 - loss: 587.0498 - logits_profile_predictions_loss: 583.0169 - logcount_predictions_loss: 0.2180 331/2438 [===>..........................] - ETA: 4:52 - loss: 587.0393 - logits_profile_predictions_loss: 583.0062 - logcount_predictions_loss: 0.2180 332/2438 [===>..........................] - ETA: 4:52 - loss: 587.0288 - logits_profile_predictions_loss: 582.9955 - logcount_predictions_loss: 0.2180 333/2438 [===>..........................] - ETA: 4:52 - loss: 587.0186 - logits_profile_predictions_loss: 582.9852 - logcount_predictions_loss: 0.2180 334/2438 [===>..........................] - ETA: 4:51 - loss: 587.0091 - logits_profile_predictions_loss: 582.9755 - logcount_predictions_loss: 0.2180 335/2438 [===>..........................] - ETA: 4:51 - loss: 586.9992 - logits_profile_predictions_loss: 582.9654 - logcount_predictions_loss: 0.2180 336/2438 [===>..........................] - ETA: 4:51 - loss: 586.9899 - logits_profile_predictions_loss: 582.9559 - logcount_predictions_loss: 0.2181 337/2438 [===>..........................] - ETA: 4:51 - loss: 586.9800 - logits_profile_predictions_loss: 582.9458 - logcount_predictions_loss: 0.2181 338/2438 [===>..........................] - ETA: 4:51 - loss: 586.9698 - logits_profile_predictions_loss: 582.9354 - logcount_predictions_loss: 0.2181 339/2438 [===>..........................] - ETA: 4:51 - loss: 586.9593 - logits_profile_predictions_loss: 582.9248 - logcount_predictions_loss: 0.2181 340/2438 [===>..........................] - ETA: 4:51 - loss: 586.9491 - logits_profile_predictions_loss: 582.9143 - logcount_predictions_loss: 0.2181 341/2438 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logits_profile_predictions_loss: 582.8414 - logcount_predictions_loss: 0.2182 348/2438 [===>..........................] - ETA: 4:50 - loss: 586.8680 - logits_profile_predictions_loss: 582.8317 - logcount_predictions_loss: 0.2182 349/2438 [===>..........................] - ETA: 4:49 - loss: 586.8583 - logits_profile_predictions_loss: 582.8218 - logcount_predictions_loss: 0.2182 350/2438 [===>..........................] - ETA: 4:49 - loss: 586.8487 - logits_profile_predictions_loss: 582.8120 - logcount_predictions_loss: 0.2182 351/2438 [===>..........................] - ETA: 4:49 - loss: 586.8390 - logits_profile_predictions_loss: 582.8020 - logcount_predictions_loss: 0.2182 352/2438 [===>..........................] - ETA: 4:49 - loss: 586.8299 - logits_profile_predictions_loss: 582.7928 - logcount_predictions_loss: 0.2182 353/2438 [===>..........................] - ETA: 4:49 - loss: 586.8209 - logits_profile_predictions_loss: 582.7835 - logcount_predictions_loss: 0.2182 354/2438 [===>..........................] - ETA: 4:49 - loss: 586.8125 - logits_profile_predictions_loss: 582.7750 - logcount_predictions_loss: 0.2182 355/2438 [===>..........................] - ETA: 4:49 - loss: 586.8043 - logits_profile_predictions_loss: 582.7665 - logcount_predictions_loss: 0.2183 356/2438 [===>..........................] - ETA: 4:48 - loss: 586.7954 - logits_profile_predictions_loss: 582.7576 - logcount_predictions_loss: 0.2183 357/2438 [===>..........................] - ETA: 4:48 - loss: 586.7866 - logits_profile_predictions_loss: 582.7486 - logcount_predictions_loss: 0.2183 358/2438 [===>..........................] - ETA: 4:48 - loss: 586.7787 - logits_profile_predictions_loss: 582.7405 - logcount_predictions_loss: 0.2183 359/2438 [===>..........................] - ETA: 4:48 - loss: 586.7712 - logits_profile_predictions_loss: 582.7328 - logcount_predictions_loss: 0.2183 360/2438 [===>..........................] - ETA: 4:48 - loss: 586.7640 - logits_profile_predictions_loss: 582.7254 - logcount_predictions_loss: 0.2183 361/2438 [===>..........................] - ETA: 4:48 - loss: 586.7568 - logits_profile_predictions_loss: 582.7180 - logcount_predictions_loss: 0.2183 362/2438 [===>..........................] - ETA: 4:48 - loss: 586.7497 - logits_profile_predictions_loss: 582.7108 - logcount_predictions_loss: 0.2183 363/2438 [===>..........................] - ETA: 4:47 - loss: 586.7432 - logits_profile_predictions_loss: 582.7041 - logcount_predictions_loss: 0.2183 364/2438 [===>..........................] - ETA: 4:47 - loss: 586.7373 - logits_profile_predictions_loss: 582.6980 - logcount_predictions_loss: 0.2183 365/2438 [===>..........................] - ETA: 4:47 - loss: 586.7312 - logits_profile_predictions_loss: 582.6918 - logcount_predictions_loss: 0.2183 366/2438 [===>..........................] - ETA: 4:47 - loss: 586.7249 - logits_profile_predictions_loss: 582.6853 - logcount_predictions_loss: 0.2184 367/2438 [===>..........................] - ETA: 4:47 - loss: 586.7183 - logits_profile_predictions_loss: 582.6786 - logcount_predictions_loss: 0.2184 368/2438 [===>..........................] - ETA: 4:47 - loss: 586.7120 - logits_profile_predictions_loss: 582.6721 - logcount_predictions_loss: 0.2184 369/2438 [===>..........................] - ETA: 4:47 - loss: 586.7057 - logits_profile_predictions_loss: 582.6656 - logcount_predictions_loss: 0.2184 370/2438 [===>..........................] - ETA: 4:46 - loss: 586.6991 - logits_profile_predictions_loss: 582.6589 - logcount_predictions_loss: 0.2184 371/2438 [===>..........................] - ETA: 4:46 - loss: 586.6924 - logits_profile_predictions_loss: 582.6520 - logcount_predictions_loss: 0.2184 372/2438 [===>..........................] - ETA: 4:46 - loss: 586.6850 - logits_profile_predictions_loss: 582.6445 - logcount_predictions_loss: 0.2184 373/2438 [===>..........................] - ETA: 4:46 - loss: 586.6787 - 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logits_profile_predictions_loss: 582.4608 - logcount_predictions_loss: 0.2187 400/2438 [===>..........................] - ETA: 4:42 - loss: 586.4987 - logits_profile_predictions_loss: 582.4530 - logcount_predictions_loss: 0.2187 401/2438 [===>..........................] - ETA: 4:42 - loss: 586.4910 - logits_profile_predictions_loss: 582.4452 - logcount_predictions_loss: 0.2187 402/2438 [===>..........................] - ETA: 4:42 - loss: 586.4837 - logits_profile_predictions_loss: 582.4377 - logcount_predictions_loss: 0.2187 403/2438 [===>..........................] - ETA: 4:42 - loss: 586.4758 - logits_profile_predictions_loss: 582.4296 - logcount_predictions_loss: 0.2187 404/2438 [===>..........................] - ETA: 4:42 - loss: 586.4677 - logits_profile_predictions_loss: 582.4213 - logcount_predictions_loss: 0.2187 405/2438 [===>..........................] - ETA: 4:42 - loss: 586.4599 - logits_profile_predictions_loss: 582.4133 - logcount_predictions_loss: 0.2187 406/2438 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logits_profile_predictions_loss: 582.3550 - logcount_predictions_loss: 0.2188 413/2438 [====>.........................] - ETA: 4:40 - loss: 586.3961 - logits_profile_predictions_loss: 582.3481 - logcount_predictions_loss: 0.2188 414/2438 [====>.........................] - ETA: 4:40 - loss: 586.3895 - logits_profile_predictions_loss: 582.3413 - logcount_predictions_loss: 0.2188 415/2438 [====>.........................] - ETA: 4:40 - loss: 586.3835 - logits_profile_predictions_loss: 582.3351 - logcount_predictions_loss: 0.2188 416/2438 [====>.........................] - ETA: 4:40 - loss: 586.3774 - logits_profile_predictions_loss: 582.3289 - logcount_predictions_loss: 0.2188 417/2438 [====>.........................] - ETA: 4:40 - loss: 586.3716 - logits_profile_predictions_loss: 582.3229 - logcount_predictions_loss: 0.2188 418/2438 [====>.........................] - ETA: 4:40 - loss: 586.3654 - logits_profile_predictions_loss: 582.3166 - logcount_predictions_loss: 0.2189 419/2438 [====>.........................] - ETA: 4:40 - loss: 586.3594 - logits_profile_predictions_loss: 582.3105 - logcount_predictions_loss: 0.2189 420/2438 [====>.........................] - ETA: 4:39 - loss: 586.3533 - logits_profile_predictions_loss: 582.3042 - logcount_predictions_loss: 0.2189 421/2438 [====>.........................] - ETA: 4:39 - loss: 586.3472 - logits_profile_predictions_loss: 582.2979 - logcount_predictions_loss: 0.2189 422/2438 [====>.........................] - ETA: 4:39 - loss: 586.3412 - logits_profile_predictions_loss: 582.2917 - logcount_predictions_loss: 0.2189 423/2438 [====>.........................] - ETA: 4:39 - loss: 586.3349 - logits_profile_predictions_loss: 582.2854 - logcount_predictions_loss: 0.2189 424/2438 [====>.........................] - ETA: 4:39 - loss: 586.3288 - logits_profile_predictions_loss: 582.2791 - logcount_predictions_loss: 0.2189 425/2438 [====>.........................] - ETA: 4:39 - loss: 586.3235 - logits_profile_predictions_loss: 582.2737 - logcount_predictions_loss: 0.2189 426/2438 [====>.........................] - ETA: 4:39 - loss: 586.3182 - logits_profile_predictions_loss: 582.2682 - logcount_predictions_loss: 0.2189 427/2438 [====>.........................] - ETA: 4:39 - loss: 586.3127 - logits_profile_predictions_loss: 582.2625 - logcount_predictions_loss: 0.2189 428/2438 [====>.........................] - ETA: 4:38 - loss: 586.3075 - logits_profile_predictions_loss: 582.2572 - logcount_predictions_loss: 0.2189 429/2438 [====>.........................] - ETA: 4:38 - loss: 586.3024 - logits_profile_predictions_loss: 582.2520 - logcount_predictions_loss: 0.2189 430/2438 [====>.........................] - ETA: 4:38 - loss: 586.2975 - logits_profile_predictions_loss: 582.2470 - logcount_predictions_loss: 0.2190 431/2438 [====>.........................] - ETA: 4:38 - loss: 586.2930 - logits_profile_predictions_loss: 582.2424 - logcount_predictions_loss: 0.2190 432/2438 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logits_profile_predictions_loss: 583.6418 - logcount_predictions_loss: 0.2229 2397/2438 [============================>.] - ETA: 5s - loss: 587.7658 - logits_profile_predictions_loss: 583.6425 - logcount_predictions_loss: 0.2229 2398/2438 [============================>.] - ETA: 5s - loss: 587.7664 - logits_profile_predictions_loss: 583.6431 - logcount_predictions_loss: 0.2229 2399/2438 [============================>.] - ETA: 5s - loss: 587.7670 - logits_profile_predictions_loss: 583.6437 - logcount_predictions_loss: 0.2229 2400/2438 [============================>.] - ETA: 5s - loss: 587.7676 - logits_profile_predictions_loss: 583.6443 - logcount_predictions_loss: 0.2229 2401/2438 [============================>.] - ETA: 5s - loss: 587.7683 - logits_profile_predictions_loss: 583.6449 - logcount_predictions_loss: 0.2229 2402/2438 [============================>.] - ETA: 4s - loss: 587.7689 - logits_profile_predictions_loss: 583.6455 - logcount_predictions_loss: 0.2229 2403/2438 [============================>.] - ETA: 4s - loss: 587.7695 - logits_profile_predictions_loss: 583.6461 - logcount_predictions_loss: 0.2229 2404/2438 [============================>.] - ETA: 4s - loss: 587.7701 - logits_profile_predictions_loss: 583.6467 - logcount_predictions_loss: 0.2229 2405/2438 [============================>.] - ETA: 4s - loss: 587.7706 - logits_profile_predictions_loss: 583.6473 - logcount_predictions_loss: 0.2229 2406/2438 [============================>.] - ETA: 4s - loss: 587.7712 - logits_profile_predictions_loss: 583.6478 - logcount_predictions_loss: 0.2229 2407/2438 [============================>.] - ETA: 4s - loss: 587.7718 - logits_profile_predictions_loss: 583.6484 - logcount_predictions_loss: 0.2229 2408/2438 [============================>.] - ETA: 4s - loss: 587.7724 - logits_profile_predictions_loss: 583.6490 - logcount_predictions_loss: 0.2229 2409/2438 [============================>.] - ETA: 4s - loss: 587.7729 - logits_profile_predictions_loss: 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loss: 587.7771 - logits_profile_predictions_loss: 583.6537 - logcount_predictions_loss: 0.2229 2417/2438 [============================>.] - ETA: 2s - loss: 587.7778 - logits_profile_predictions_loss: 583.6544 - logcount_predictions_loss: 0.2229 2418/2438 [============================>.] - ETA: 2s - loss: 587.7784 - logits_profile_predictions_loss: 583.6550 - logcount_predictions_loss: 0.2229 2419/2438 [============================>.] - ETA: 2s - loss: 587.7790 - logits_profile_predictions_loss: 583.6556 - logcount_predictions_loss: 0.2229 2420/2438 [============================>.] - ETA: 2s - loss: 587.7797 - logits_profile_predictions_loss: 583.6563 - logcount_predictions_loss: 0.2229 2421/2438 [============================>.] - ETA: 2s - loss: 587.7803 - logits_profile_predictions_loss: 583.6569 - logcount_predictions_loss: 0.2229 2422/2438 [============================>.] - ETA: 2s - loss: 587.7810 - logits_profile_predictions_loss: 583.6576 - logcount_predictions_loss: 0.2229 2423/2438 [============================>.] - ETA: 2s - loss: 587.7816 - logits_profile_predictions_loss: 583.6582 - logcount_predictions_loss: 0.2229 2424/2438 [============================>.] - ETA: 1s - loss: 587.7823 - logits_profile_predictions_loss: 583.6589 - logcount_predictions_loss: 0.2229 2425/2438 [============================>.] - ETA: 1s - loss: 587.7829 - logits_profile_predictions_loss: 583.6595 - logcount_predictions_loss: 0.2229 2426/2438 [============================>.] - ETA: 1s - loss: 587.7836 - logits_profile_predictions_loss: 583.6602 - logcount_predictions_loss: 0.2229 2427/2438 [============================>.] - ETA: 1s - loss: 587.7843 - logits_profile_predictions_loss: 583.6608 - logcount_predictions_loss: 0.2229 2428/2438 [============================>.] - ETA: 1s - loss: 587.7849 - logits_profile_predictions_loss: 583.6615 - logcount_predictions_loss: 0.2229 2429/2438 [============================>.] - ETA: 1s - loss: 587.7856 - logits_profile_predictions_loss: 583.6621 - logcount_predictions_loss: 0.2229 2430/2438 [============================>.] - ETA: 1s - loss: 587.7862 - logits_profile_predictions_loss: 583.6627 - logcount_predictions_loss: 0.2229 2431/2438 [============================>.] - ETA: 0s - loss: 587.7869 - logits_profile_predictions_loss: 583.6634 - logcount_predictions_loss: 0.2229 2432/2438 [============================>.] - ETA: 0s - loss: 587.7875 - logits_profile_predictions_loss: 583.6640 - logcount_predictions_loss: 0.2229 2433/2438 [============================>.] - ETA: 0s - loss: 587.7882 - logits_profile_predictions_loss: 583.6647 - logcount_predictions_loss: 0.2229 2434/2438 [============================>.] - ETA: 0s - loss: 587.7888 - logits_profile_predictions_loss: 583.6654 - logcount_predictions_loss: 0.2229 2435/2438 [============================>.] - ETA: 0s - loss: 587.7895 - logits_profile_predictions_loss: 583.6660 - logcount_predictions_loss: 0.2229 2436/2438 [============================>.] - ETA: 0s - loss: 587.7901 - logits_profile_predictions_loss: 583.6666 - logcount_predictions_loss: 0.2229 2437/2438 [============================>.] - ETA: 0s - loss: 587.7908 - logits_profile_predictions_loss: 583.6673 - logcount_predictions_loss: 0.2229 2438/2438 [==============================] - ETA: 0s - loss: 587.7914 - logits_profile_predictions_loss: 583.6679 - logcount_predictions_loss: 0.2229 2438/2438 [==============================] - 353s 145ms/step - loss: 587.7920 - logits_profile_predictions_loss: 583.6685 - logcount_predictions_loss: 0.2229 - val_loss: 606.8987 - val_logits_profile_predictions_loss: 602.0526 - val_logcount_predictions_loss: 0.2620 Epoch 00013: val_loss did not improve from 603.98694 Epoch 14/50 1/2438 [..............................] - ETA: 6:16 - loss: 580.4060 - logits_profile_predictions_loss: 577.1255 - logcount_predictions_loss: 0.1773 2/2438 [..............................] - ETA: 5:39 - loss: 576.3441 - logits_profile_predictions_loss: 572.6300 - logcount_predictions_loss: 0.2008 3/2438 [..............................] - ETA: 5:38 - loss: 578.6231 - logits_profile_predictions_loss: 574.6339 - logcount_predictions_loss: 0.2156 4/2438 [..............................] - ETA: 5:37 - loss: 584.9608 - logits_profile_predictions_loss: 580.7310 - logcount_predictions_loss: 0.2286 5/2438 [..............................] - ETA: 5:37 - loss: 587.0509 - logits_profile_predictions_loss: 582.6477 - logcount_predictions_loss: 0.2380 6/2438 [..............................] - ETA: 5:36 - loss: 588.4376 - logits_profile_predictions_loss: 583.9700 - logcount_predictions_loss: 0.2415 7/2438 [..............................] - ETA: 5:36 - loss: 587.8265 - logits_profile_predictions_loss: 583.3168 - logcount_predictions_loss: 0.2438 8/2438 [..............................] - ETA: 5:36 - loss: 587.6712 - logits_profile_predictions_loss: 583.1248 - logcount_predictions_loss: 0.2458 9/2438 [..............................] - ETA: 5:36 - loss: 588.2673 - logits_profile_predictions_loss: 583.7065 - logcount_predictions_loss: 0.2465 10/2438 [..............................] - ETA: 5:36 - loss: 588.2414 - logits_profile_predictions_loss: 583.6735 - logcount_predictions_loss: 0.2469 11/2438 [..............................] - ETA: 5:36 - loss: 588.0920 - logits_profile_predictions_loss: 583.5272 - logcount_predictions_loss: 0.2467 12/2438 [..............................] - ETA: 5:35 - loss: 588.2195 - logits_profile_predictions_loss: 583.6574 - logcount_predictions_loss: 0.2466 13/2438 [..............................] - ETA: 5:35 - loss: 587.9657 - logits_profile_predictions_loss: 583.4193 - logcount_predictions_loss: 0.2458 14/2438 [..............................] - ETA: 5:35 - loss: 587.3630 - logits_profile_predictions_loss: 582.8308 - logcount_predictions_loss: 0.2450 15/2438 [..............................] - ETA: 5:35 - loss: 586.9425 - logits_profile_predictions_loss: 582.4290 - logcount_predictions_loss: 0.2440 16/2438 [..............................] - ETA: 5:35 - loss: 586.8041 - logits_profile_predictions_loss: 582.3090 - logcount_predictions_loss: 0.2430 17/2438 [..............................] - ETA: 5:35 - loss: 586.6867 - logits_profile_predictions_loss: 582.2108 - logcount_predictions_loss: 0.2419 18/2438 [..............................] - ETA: 5:35 - loss: 586.5507 - logits_profile_predictions_loss: 582.0929 - logcount_predictions_loss: 0.2410 19/2438 [..............................] - ETA: 5:35 - loss: 586.2160 - logits_profile_predictions_loss: 581.7771 - logcount_predictions_loss: 0.2399 20/2438 [..............................] - ETA: 5:34 - loss: 586.1986 - logits_profile_predictions_loss: 581.7791 - logcount_predictions_loss: 0.2389 21/2438 [..............................] - ETA: 5:34 - loss: 586.3933 - logits_profile_predictions_loss: 581.9933 - logcount_predictions_loss: 0.2378 22/2438 [..............................] - ETA: 5:34 - loss: 586.6529 - logits_profile_predictions_loss: 582.2676 - logcount_predictions_loss: 0.2370 23/2438 [..............................] - ETA: 5:34 - loss: 586.9766 - logits_profile_predictions_loss: 582.6046 - logcount_predictions_loss: 0.2363 24/2438 [..............................] - ETA: 5:34 - loss: 587.3338 - logits_profile_predictions_loss: 582.9750 - logcount_predictions_loss: 0.2356 25/2438 [..............................] - ETA: 5:34 - loss: 587.6120 - logits_profile_predictions_loss: 583.2637 - logcount_predictions_loss: 0.2350 26/2438 [..............................] - ETA: 5:34 - loss: 587.9075 - logits_profile_predictions_loss: 583.5692 - logcount_predictions_loss: 0.2345 27/2438 [..............................] - ETA: 5:33 - loss: 588.1014 - logits_profile_predictions_loss: 583.7714 - logcount_predictions_loss: 0.2341 28/2438 [..............................] - ETA: 5:33 - loss: 588.2530 - logits_profile_predictions_loss: 583.9306 - logcount_predictions_loss: 0.2336 29/2438 [..............................] - ETA: 5:33 - loss: 588.4413 - logits_profile_predictions_loss: 584.1250 - logcount_predictions_loss: 0.2333 30/2438 [..............................] - ETA: 5:33 - loss: 588.5894 - logits_profile_predictions_loss: 584.2783 - logcount_predictions_loss: 0.2330 31/2438 [..............................] - ETA: 5:33 - loss: 588.7121 - logits_profile_predictions_loss: 584.4055 - logcount_predictions_loss: 0.2328 32/2438 [..............................] - ETA: 5:33 - loss: 588.8168 - logits_profile_predictions_loss: 584.5138 - logcount_predictions_loss: 0.2326 33/2438 [..............................] - ETA: 5:33 - loss: 588.9559 - logits_profile_predictions_loss: 584.6570 - logcount_predictions_loss: 0.2324 34/2438 [..............................] - ETA: 5:33 - loss: 589.0704 - logits_profile_predictions_loss: 584.7753 - logcount_predictions_loss: 0.2322 35/2438 [..............................] - ETA: 5:32 - loss: 589.1183 - logits_profile_predictions_loss: 584.8261 - logcount_predictions_loss: 0.2320 36/2438 [..............................] - ETA: 5:32 - loss: 589.0753 - logits_profile_predictions_loss: 584.7855 - logcount_predictions_loss: 0.2319 37/2438 [..............................] - ETA: 5:32 - loss: 589.0110 - logits_profile_predictions_loss: 584.7251 - logcount_predictions_loss: 0.2317 38/2438 [..............................] - ETA: 5:32 - loss: 588.9779 - logits_profile_predictions_loss: 584.6961 - logcount_predictions_loss: 0.2315 39/2438 [..............................] - ETA: 5:32 - loss: 588.9809 - logits_profile_predictions_loss: 584.7031 - logcount_predictions_loss: 0.2312 40/2438 [..............................] - ETA: 5:32 - loss: 588.9696 - logits_profile_predictions_loss: 584.6944 - logcount_predictions_loss: 0.2311 41/2438 [..............................] - ETA: 5:32 - loss: 588.9366 - logits_profile_predictions_loss: 584.6641 - logcount_predictions_loss: 0.2309 42/2438 [..............................] - ETA: 5:31 - loss: 588.8612 - logits_profile_predictions_loss: 584.5921 - logcount_predictions_loss: 0.2308 43/2438 [..............................] - ETA: 5:31 - loss: 588.8122 - logits_profile_predictions_loss: 584.5463 - logcount_predictions_loss: 0.2306 44/2438 [..............................] - ETA: 5:31 - loss: 588.7586 - logits_profile_predictions_loss: 584.4958 - logcount_predictions_loss: 0.2304 45/2438 [..............................] - ETA: 5:31 - loss: 588.7238 - logits_profile_predictions_loss: 584.4641 - logcount_predictions_loss: 0.2303 46/2438 [..............................] - ETA: 5:31 - loss: 588.6816 - logits_profile_predictions_loss: 584.4254 - logcount_predictions_loss: 0.2301 47/2438 [..............................] - ETA: 5:31 - loss: 588.6080 - logits_profile_predictions_loss: 584.3554 - logcount_predictions_loss: 0.2299 48/2438 [..............................] - ETA: 5:31 - loss: 588.5241 - logits_profile_predictions_loss: 584.2752 - logcount_predictions_loss: 0.2297 49/2438 [..............................] - ETA: 5:31 - loss: 588.4219 - logits_profile_predictions_loss: 584.1769 - logcount_predictions_loss: 0.2295 50/2438 [..............................] - ETA: 5:30 - loss: 588.3628 - logits_profile_predictions_loss: 584.1213 - logcount_predictions_loss: 0.2293 51/2438 [..............................] - ETA: 5:30 - loss: 588.2986 - logits_profile_predictions_loss: 584.0608 - logcount_predictions_loss: 0.2291 52/2438 [..............................] - ETA: 5:30 - loss: 588.2184 - logits_profile_predictions_loss: 583.9828 - logcount_predictions_loss: 0.2290 53/2438 [..............................] - ETA: 5:30 - loss: 588.1438 - logits_profile_predictions_loss: 583.9106 - logcount_predictions_loss: 0.2288 54/2438 [..............................] - ETA: 5:30 - loss: 588.0649 - logits_profile_predictions_loss: 583.8333 - logcount_predictions_loss: 0.2287 55/2438 [..............................] - ETA: 5:30 - loss: 587.9825 - logits_profile_predictions_loss: 583.7525 - logcount_predictions_loss: 0.2286 56/2438 [..............................] - ETA: 5:30 - loss: 587.8622 - logits_profile_predictions_loss: 583.6334 - logcount_predictions_loss: 0.2286 57/2438 [..............................] - ETA: 5:30 - loss: 587.7416 - logits_profile_predictions_loss: 583.5140 - logcount_predictions_loss: 0.2285 58/2438 [..............................] - ETA: 5:29 - loss: 587.6244 - logits_profile_predictions_loss: 583.3983 - logcount_predictions_loss: 0.2284 59/2438 [..............................] - ETA: 5:29 - loss: 587.5365 - logits_profile_predictions_loss: 583.3120 - logcount_predictions_loss: 0.2283 60/2438 [..............................] - ETA: 5:29 - loss: 587.4588 - logits_profile_predictions_loss: 583.2358 - logcount_predictions_loss: 0.2283 61/2438 [..............................] - ETA: 5:29 - loss: 587.4155 - logits_profile_predictions_loss: 583.1941 - logcount_predictions_loss: 0.2282 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loss: 584.9366 - logits_profile_predictions_loss: 580.8890 - logcount_predictions_loss: 0.2188 2418/2438 [============================>.] - ETA: 2s - loss: 584.9372 - logits_profile_predictions_loss: 580.8895 - logcount_predictions_loss: 0.2188 2419/2438 [============================>.] - ETA: 2s - loss: 584.9377 - logits_profile_predictions_loss: 580.8900 - logcount_predictions_loss: 0.2188 2420/2438 [============================>.] - ETA: 2s - loss: 584.9382 - logits_profile_predictions_loss: 580.8905 - logcount_predictions_loss: 0.2188 2421/2438 [============================>.] - ETA: 2s - loss: 584.9387 - logits_profile_predictions_loss: 580.8911 - logcount_predictions_loss: 0.2188 2422/2438 [============================>.] - ETA: 2s - loss: 584.9392 - logits_profile_predictions_loss: 580.8916 - logcount_predictions_loss: 0.2188 2423/2438 [============================>.] - ETA: 2s - loss: 584.9397 - logits_profile_predictions_loss: 580.8921 - logcount_predictions_loss: 0.2188 2424/2438 [============================>.] - ETA: 1s - loss: 584.9402 - logits_profile_predictions_loss: 580.8926 - logcount_predictions_loss: 0.2188 2425/2438 [============================>.] - ETA: 1s - loss: 584.9407 - logits_profile_predictions_loss: 580.8931 - logcount_predictions_loss: 0.2188 2426/2438 [============================>.] - ETA: 1s - loss: 584.9412 - logits_profile_predictions_loss: 580.8935 - logcount_predictions_loss: 0.2188 2427/2438 [============================>.] - ETA: 1s - loss: 584.9417 - logits_profile_predictions_loss: 580.8940 - logcount_predictions_loss: 0.2188 2428/2438 [============================>.] - ETA: 1s - loss: 584.9422 - logits_profile_predictions_loss: 580.8946 - logcount_predictions_loss: 0.2188 2429/2438 [============================>.] - ETA: 1s - loss: 584.9426 - logits_profile_predictions_loss: 580.8950 - logcount_predictions_loss: 0.2188 2430/2438 [============================>.] - ETA: 1s - loss: 584.9432 - logits_profile_predictions_loss: 580.8956 - logcount_predictions_loss: 0.2188 2431/2438 [============================>.] - ETA: 0s - loss: 584.9437 - logits_profile_predictions_loss: 580.8961 - logcount_predictions_loss: 0.2188 2432/2438 [============================>.] - ETA: 0s - loss: 584.9442 - logits_profile_predictions_loss: 580.8966 - logcount_predictions_loss: 0.2188 2433/2438 [============================>.] - ETA: 0s - loss: 584.9447 - logits_profile_predictions_loss: 580.8971 - logcount_predictions_loss: 0.2188 2434/2438 [============================>.] - ETA: 0s - loss: 584.9452 - logits_profile_predictions_loss: 580.8976 - logcount_predictions_loss: 0.2188 2435/2438 [============================>.] - ETA: 0s - loss: 584.9457 - logits_profile_predictions_loss: 580.8981 - logcount_predictions_loss: 0.2188 2436/2438 [============================>.] - ETA: 0s - loss: 584.9462 - logits_profile_predictions_loss: 580.8986 - logcount_predictions_loss: 0.2188 2437/2438 [============================>.] - ETA: 0s - loss: 584.9467 - logits_profile_predictions_loss: 580.8991 - logcount_predictions_loss: 0.2188 2438/2438 [==============================] - ETA: 0s - loss: 584.9471 - logits_profile_predictions_loss: 580.8996 - logcount_predictions_loss: 0.2188 2438/2438 [==============================] - 353s 145ms/step - loss: 584.9476 - logits_profile_predictions_loss: 580.9001 - logcount_predictions_loss: 0.2188 - val_loss: 608.6954 - val_logits_profile_predictions_loss: 603.8428 - val_logcount_predictions_loss: 0.2623 Epoch 00014: val_loss did not improve from 603.98694 Epoch 15/50 1/2438 [..............................] - ETA: 6:18 - loss: 606.9853 - logits_profile_predictions_loss: 603.6946 - logcount_predictions_loss: 0.1779 2/2438 [..............................] - ETA: 5:44 - loss: 620.4577 - logits_profile_predictions_loss: 616.8560 - logcount_predictions_loss: 0.1947 3/2438 [..............................] - ETA: 5:41 - loss: 625.6301 - logits_profile_predictions_loss: 621.8795 - logcount_predictions_loss: 0.2027 4/2438 [..............................] - ETA: 5:40 - loss: 626.9072 - logits_profile_predictions_loss: 623.0349 - logcount_predictions_loss: 0.2093 5/2438 [..............................] - ETA: 5:39 - loss: 623.5466 - logits_profile_predictions_loss: 619.6378 - logcount_predictions_loss: 0.2113 6/2438 [..............................] - ETA: 5:38 - loss: 622.2335 - logits_profile_predictions_loss: 618.3025 - logcount_predictions_loss: 0.2125 7/2438 [..............................] - ETA: 5:38 - loss: 621.9652 - logits_profile_predictions_loss: 618.0349 - logcount_predictions_loss: 0.2124 8/2438 [..............................] - ETA: 5:37 - loss: 622.6695 - logits_profile_predictions_loss: 618.7211 - logcount_predictions_loss: 0.2134 9/2438 [..............................] - ETA: 5:37 - loss: 622.6473 - logits_profile_predictions_loss: 618.6925 - logcount_predictions_loss: 0.2138 10/2438 [..............................] - ETA: 5:37 - loss: 622.0674 - logits_profile_predictions_loss: 618.1029 - logcount_predictions_loss: 0.2143 11/2438 [..............................] - ETA: 5:37 - loss: 622.2657 - logits_profile_predictions_loss: 618.2937 - logcount_predictions_loss: 0.2147 12/2438 [..............................] - ETA: 5:36 - loss: 621.8203 - logits_profile_predictions_loss: 617.8395 - logcount_predictions_loss: 0.2152 13/2438 [..............................] - ETA: 5:36 - loss: 621.2472 - logits_profile_predictions_loss: 617.2623 - logcount_predictions_loss: 0.2154 14/2438 [..............................] - ETA: 5:36 - loss: 620.9312 - logits_profile_predictions_loss: 616.9429 - logcount_predictions_loss: 0.2156 15/2438 [..............................] - ETA: 5:36 - loss: 620.4704 - logits_profile_predictions_loss: 616.4700 - logcount_predictions_loss: 0.2162 16/2438 [..............................] - ETA: 5:36 - loss: 619.9861 - logits_profile_predictions_loss: 615.9757 - logcount_predictions_loss: 0.2168 17/2438 [..............................] - ETA: 5:36 - loss: 619.5270 - logits_profile_predictions_loss: 615.5136 - logcount_predictions_loss: 0.2169 18/2438 [..............................] - ETA: 5:35 - loss: 618.9013 - logits_profile_predictions_loss: 614.8861 - logcount_predictions_loss: 0.2170 19/2438 [..............................] - ETA: 5:35 - loss: 618.3786 - logits_profile_predictions_loss: 614.3633 - logcount_predictions_loss: 0.2171 20/2438 [..............................] - ETA: 5:35 - loss: 617.8197 - logits_profile_predictions_loss: 613.8080 - logcount_predictions_loss: 0.2169 21/2438 [..............................] - ETA: 5:35 - loss: 617.3161 - logits_profile_predictions_loss: 613.3058 - logcount_predictions_loss: 0.2168 22/2438 [..............................] - ETA: 5:35 - loss: 616.7265 - logits_profile_predictions_loss: 612.7216 - logcount_predictions_loss: 0.2165 23/2438 [..............................] - ETA: 5:35 - loss: 616.2249 - logits_profile_predictions_loss: 612.2248 - logcount_predictions_loss: 0.2162 24/2438 [..............................] - ETA: 5:34 - loss: 615.7654 - logits_profile_predictions_loss: 611.7710 - logcount_predictions_loss: 0.2159 25/2438 [..............................] - ETA: 5:34 - loss: 615.1909 - logits_profile_predictions_loss: 611.2022 - logcount_predictions_loss: 0.2156 26/2438 [..............................] - ETA: 5:34 - loss: 614.7851 - logits_profile_predictions_loss: 610.8018 - logcount_predictions_loss: 0.2153 27/2438 [..............................] - ETA: 5:34 - loss: 614.3663 - logits_profile_predictions_loss: 610.3869 - logcount_predictions_loss: 0.2151 28/2438 [..............................] - ETA: 5:34 - loss: 613.9701 - logits_profile_predictions_loss: 609.9950 - logcount_predictions_loss: 0.2149 29/2438 [..............................] - ETA: 5:34 - loss: 613.5915 - logits_profile_predictions_loss: 609.6194 - logcount_predictions_loss: 0.2147 30/2438 [..............................] - ETA: 5:34 - loss: 613.3116 - logits_profile_predictions_loss: 609.3432 - logcount_predictions_loss: 0.2145 31/2438 [..............................] - ETA: 5:33 - loss: 612.9988 - logits_profile_predictions_loss: 609.0344 - logcount_predictions_loss: 0.2143 32/2438 [..............................] - ETA: 5:33 - loss: 612.7530 - logits_profile_predictions_loss: 608.7909 - logcount_predictions_loss: 0.2142 33/2438 [..............................] - ETA: 5:33 - loss: 612.4725 - logits_profile_predictions_loss: 608.5120 - logcount_predictions_loss: 0.2141 34/2438 [..............................] - ETA: 5:33 - loss: 612.1766 - logits_profile_predictions_loss: 608.2181 - logcount_predictions_loss: 0.2140 35/2438 [..............................] - ETA: 5:33 - loss: 611.8659 - logits_profile_predictions_loss: 607.9102 - logcount_predictions_loss: 0.2138 36/2438 [..............................] - ETA: 5:33 - loss: 611.5537 - logits_profile_predictions_loss: 607.6000 - logcount_predictions_loss: 0.2137 37/2438 [..............................] - ETA: 5:32 - loss: 611.2464 - logits_profile_predictions_loss: 607.2944 - logcount_predictions_loss: 0.2136 38/2438 [..............................] - ETA: 5:32 - loss: 610.9676 - logits_profile_predictions_loss: 607.0173 - logcount_predictions_loss: 0.2135 39/2438 [..............................] - ETA: 5:32 - loss: 610.7136 - logits_profile_predictions_loss: 606.7645 - logcount_predictions_loss: 0.2135 40/2438 [..............................] - ETA: 5:32 - loss: 610.4820 - logits_profile_predictions_loss: 606.5340 - logcount_predictions_loss: 0.2134 41/2438 [..............................] - ETA: 5:32 - loss: 610.2779 - logits_profile_predictions_loss: 606.3299 - logcount_predictions_loss: 0.2134 42/2438 [..............................] - ETA: 5:32 - loss: 610.0541 - logits_profile_predictions_loss: 606.1059 - logcount_predictions_loss: 0.2134 43/2438 [..............................] - ETA: 5:32 - loss: 609.8082 - logits_profile_predictions_loss: 605.8599 - logcount_predictions_loss: 0.2134 44/2438 [..............................] - ETA: 5:32 - loss: 609.4844 - logits_profile_predictions_loss: 605.5362 - logcount_predictions_loss: 0.2134 45/2438 [..............................] - ETA: 5:31 - loss: 609.1674 - logits_profile_predictions_loss: 605.2194 - logcount_predictions_loss: 0.2134 46/2438 [..............................] - ETA: 5:31 - loss: 608.8707 - logits_profile_predictions_loss: 604.9225 - logcount_predictions_loss: 0.2134 47/2438 [..............................] - ETA: 5:31 - loss: 608.5772 - logits_profile_predictions_loss: 604.6290 - logcount_predictions_loss: 0.2134 48/2438 [..............................] - ETA: 5:31 - loss: 608.3081 - logits_profile_predictions_loss: 604.3598 - logcount_predictions_loss: 0.2134 49/2438 [..............................] - ETA: 5:31 - loss: 608.0601 - logits_profile_predictions_loss: 604.1117 - logcount_predictions_loss: 0.2134 50/2438 [..............................] - ETA: 5:31 - loss: 607.8073 - logits_profile_predictions_loss: 603.8591 - logcount_predictions_loss: 0.2134 51/2438 [..............................] - ETA: 5:31 - loss: 607.5368 - logits_profile_predictions_loss: 603.5884 - logcount_predictions_loss: 0.2134 52/2438 [..............................] - ETA: 5:30 - loss: 607.2451 - logits_profile_predictions_loss: 603.2958 - logcount_predictions_loss: 0.2135 53/2438 [..............................] - ETA: 5:30 - loss: 606.9717 - logits_profile_predictions_loss: 603.0216 - logcount_predictions_loss: 0.2135 54/2438 [..............................] - ETA: 5:30 - loss: 606.7081 - logits_profile_predictions_loss: 602.7568 - logcount_predictions_loss: 0.2136 55/2438 [..............................] - ETA: 5:30 - loss: 606.4336 - logits_profile_predictions_loss: 602.4813 - logcount_predictions_loss: 0.2136 56/2438 [..............................] - ETA: 5:30 - loss: 606.1742 - logits_profile_predictions_loss: 602.2213 - logcount_predictions_loss: 0.2137 57/2438 [..............................] - ETA: 5:30 - loss: 605.9035 - logits_profile_predictions_loss: 601.9504 - logcount_predictions_loss: 0.2137 58/2438 [..............................] - ETA: 5:30 - loss: 605.6509 - logits_profile_predictions_loss: 601.6976 - logcount_predictions_loss: 0.2137 59/2438 [..............................] - ETA: 5:29 - loss: 605.3729 - logits_profile_predictions_loss: 601.4196 - logcount_predictions_loss: 0.2137 60/2438 [..............................] - ETA: 5:29 - loss: 605.1143 - logits_profile_predictions_loss: 601.1612 - logcount_predictions_loss: 0.2137 61/2438 [..............................] - ETA: 5:29 - loss: 604.8497 - logits_profile_predictions_loss: 600.8969 - logcount_predictions_loss: 0.2137 62/2438 [..............................] - ETA: 5:29 - loss: 604.5902 - logits_profile_predictions_loss: 600.6376 - logcount_predictions_loss: 0.2137 63/2438 [..............................] - ETA: 5:29 - loss: 604.3301 - logits_profile_predictions_loss: 600.3780 - logcount_predictions_loss: 0.2136 64/2438 [..............................] - ETA: 5:29 - loss: 604.0759 - logits_profile_predictions_loss: 600.1245 - logcount_predictions_loss: 0.2136 65/2438 [..............................] - ETA: 5:29 - loss: 603.8441 - logits_profile_predictions_loss: 599.8936 - logcount_predictions_loss: 0.2135 66/2438 [..............................] - ETA: 5:29 - loss: 603.6030 - logits_profile_predictions_loss: 599.6537 - logcount_predictions_loss: 0.2135 67/2438 [..............................] - ETA: 5:29 - loss: 603.3621 - logits_profile_predictions_loss: 599.4140 - logcount_predictions_loss: 0.2134 68/2438 [..............................] - ETA: 5:29 - loss: 603.1273 - logits_profile_predictions_loss: 599.1805 - logcount_predictions_loss: 0.2133 69/2438 [..............................] - ETA: 5:29 - loss: 602.8794 - logits_profile_predictions_loss: 598.9338 - logcount_predictions_loss: 0.2133 70/2438 [..............................] - ETA: 5:29 - loss: 602.6489 - logits_profile_predictions_loss: 598.7046 - logcount_predictions_loss: 0.2132 71/2438 [..............................] - ETA: 5:28 - loss: 602.4041 - logits_profile_predictions_loss: 598.4608 - logcount_predictions_loss: 0.2131 72/2438 [..............................] - ETA: 5:28 - loss: 602.1735 - logits_profile_predictions_loss: 598.2311 - logcount_predictions_loss: 0.2131 73/2438 [..............................] - ETA: 5:28 - loss: 601.9326 - logits_profile_predictions_loss: 597.9912 - logcount_predictions_loss: 0.2130 74/2438 [..............................] - ETA: 5:28 - loss: 601.6943 - logits_profile_predictions_loss: 597.7536 - logcount_predictions_loss: 0.2130 75/2438 [..............................] - ETA: 5:28 - loss: 601.4569 - logits_profile_predictions_loss: 597.5169 - logcount_predictions_loss: 0.2130 76/2438 [..............................] - ETA: 5:28 - loss: 601.2226 - logits_profile_predictions_loss: 597.2831 - logcount_predictions_loss: 0.2129 77/2438 [..............................] - ETA: 5:28 - loss: 601.0040 - logits_profile_predictions_loss: 597.0649 - logcount_predictions_loss: 0.2129 78/2438 [..............................] - ETA: 5:27 - loss: 600.7939 - logits_profile_predictions_loss: 596.8553 - logcount_predictions_loss: 0.2129 79/2438 [..............................] - ETA: 5:27 - loss: 600.5888 - logits_profile_predictions_loss: 596.6506 - logcount_predictions_loss: 0.2129 80/2438 [..............................] - ETA: 5:27 - loss: 600.3907 - logits_profile_predictions_loss: 596.4529 - logcount_predictions_loss: 0.2129 81/2438 [..............................] - ETA: 5:27 - loss: 600.2066 - logits_profile_predictions_loss: 596.2692 - logcount_predictions_loss: 0.2128 82/2438 [>.............................] - ETA: 5:27 - loss: 600.0234 - logits_profile_predictions_loss: 596.0864 - logcount_predictions_loss: 0.2128 83/2438 [>.............................] - ETA: 5:27 - loss: 599.8391 - logits_profile_predictions_loss: 595.9023 - logcount_predictions_loss: 0.2128 84/2438 [>.............................] - ETA: 5:27 - loss: 599.6645 - logits_profile_predictions_loss: 595.7278 - logcount_predictions_loss: 0.2128 85/2438 [>.............................] - ETA: 5:26 - loss: 599.5021 - logits_profile_predictions_loss: 595.5654 - logcount_predictions_loss: 0.2128 86/2438 [>.............................] - ETA: 5:26 - loss: 599.3411 - logits_profile_predictions_loss: 595.4044 - logcount_predictions_loss: 0.2128 87/2438 [>.............................] - ETA: 5:26 - loss: 599.1823 - logits_profile_predictions_loss: 595.2455 - logcount_predictions_loss: 0.2128 88/2438 [>.............................] - ETA: 5:26 - loss: 599.0230 - logits_profile_predictions_loss: 595.0860 - logcount_predictions_loss: 0.2128 89/2438 [>.............................] - ETA: 5:26 - loss: 598.8813 - logits_profile_predictions_loss: 594.9442 - logcount_predictions_loss: 0.2128 90/2438 [>.............................] - ETA: 5:26 - loss: 598.7370 - logits_profile_predictions_loss: 594.7997 - logcount_predictions_loss: 0.2128 91/2438 [>.............................] - ETA: 5:26 - loss: 598.5971 - logits_profile_predictions_loss: 594.6597 - logcount_predictions_loss: 0.2128 92/2438 [>.............................] - ETA: 5:25 - loss: 598.4546 - logits_profile_predictions_loss: 594.5171 - logcount_predictions_loss: 0.2128 93/2438 [>.............................] - ETA: 5:25 - loss: 598.3165 - logits_profile_predictions_loss: 594.3791 - logcount_predictions_loss: 0.2128 94/2438 [>.............................] - ETA: 5:25 - loss: 598.1855 - logits_profile_predictions_loss: 594.2480 - logcount_predictions_loss: 0.2128 95/2438 [>.............................] - ETA: 5:25 - loss: 598.0620 - logits_profile_predictions_loss: 594.1244 - logcount_predictions_loss: 0.2128 96/2438 [>.............................] - ETA: 5:25 - loss: 597.9388 - logits_profile_predictions_loss: 594.0014 - logcount_predictions_loss: 0.2128 97/2438 [>.............................] - ETA: 5:25 - loss: 597.8184 - logits_profile_predictions_loss: 593.8809 - logcount_predictions_loss: 0.2128 98/2438 [>.............................] - ETA: 5:25 - loss: 597.7005 - logits_profile_predictions_loss: 593.7632 - logcount_predictions_loss: 0.2128 99/2438 [>.............................] - ETA: 5:24 - loss: 597.5803 - logits_profile_predictions_loss: 593.6430 - logcount_predictions_loss: 0.2128 100/2438 [>.............................] - ETA: 5:24 - loss: 597.4640 - logits_profile_predictions_loss: 593.5270 - logcount_predictions_loss: 0.2128 101/2438 [>.............................] - ETA: 5:24 - loss: 597.3553 - logits_profile_predictions_loss: 593.4184 - logcount_predictions_loss: 0.2128 102/2438 [>.............................] - ETA: 5:24 - loss: 597.2522 - logits_profile_predictions_loss: 593.3157 - logcount_predictions_loss: 0.2128 103/2438 [>.............................] - ETA: 5:24 - loss: 597.1520 - logits_profile_predictions_loss: 593.2159 - logcount_predictions_loss: 0.2128 104/2438 [>.............................] - ETA: 5:24 - loss: 597.0524 - logits_profile_predictions_loss: 593.1167 - logcount_predictions_loss: 0.2127 105/2438 [>.............................] - ETA: 5:24 - loss: 596.9580 - logits_profile_predictions_loss: 593.0226 - logcount_predictions_loss: 0.2127 106/2438 [>.............................] - ETA: 5:23 - loss: 596.8611 - logits_profile_predictions_loss: 592.9260 - logcount_predictions_loss: 0.2127 107/2438 [>.............................] - ETA: 5:23 - loss: 596.7645 - logits_profile_predictions_loss: 592.8298 - logcount_predictions_loss: 0.2127 108/2438 [>.............................] - ETA: 5:23 - loss: 596.6684 - logits_profile_predictions_loss: 592.7341 - logcount_predictions_loss: 0.2127 109/2438 [>.............................] - ETA: 5:23 - loss: 596.5717 - logits_profile_predictions_loss: 592.6378 - logcount_predictions_loss: 0.2126 110/2438 [>.............................] - ETA: 5:23 - loss: 596.4795 - logits_profile_predictions_loss: 592.5462 - logcount_predictions_loss: 0.2126 111/2438 [>.............................] - ETA: 5:23 - loss: 596.3874 - logits_profile_predictions_loss: 592.4546 - logcount_predictions_loss: 0.2126 112/2438 [>.............................] - ETA: 5:23 - loss: 596.2991 - logits_profile_predictions_loss: 592.3669 - logcount_predictions_loss: 0.2125 113/2438 [>.............................] - ETA: 5:22 - loss: 596.2120 - logits_profile_predictions_loss: 592.2804 - logcount_predictions_loss: 0.2125 114/2438 [>.............................] - ETA: 5:22 - loss: 596.1217 - logits_profile_predictions_loss: 592.1906 - logcount_predictions_loss: 0.2125 115/2438 [>.............................] - ETA: 5:22 - loss: 596.0347 - 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logits_profile_predictions_loss: 591.0343 - logcount_predictions_loss: 0.2121 129/2438 [>.............................] - ETA: 5:20 - loss: 594.8784 - logits_profile_predictions_loss: 590.9540 - logcount_predictions_loss: 0.2121 130/2438 [>.............................] - ETA: 5:20 - loss: 594.8001 - logits_profile_predictions_loss: 590.8759 - logcount_predictions_loss: 0.2121 131/2438 [>.............................] - ETA: 5:20 - loss: 594.7210 - logits_profile_predictions_loss: 590.7969 - logcount_predictions_loss: 0.2121 132/2438 [>.............................] - ETA: 5:20 - loss: 594.6459 - logits_profile_predictions_loss: 590.7220 - logcount_predictions_loss: 0.2121 133/2438 [>.............................] - ETA: 5:20 - loss: 594.5726 - logits_profile_predictions_loss: 590.6488 - logcount_predictions_loss: 0.2121 134/2438 [>.............................] - ETA: 5:19 - loss: 594.5037 - logits_profile_predictions_loss: 590.5800 - logcount_predictions_loss: 0.2121 135/2438 [>.............................] - ETA: 5:19 - loss: 594.4349 - logits_profile_predictions_loss: 590.5113 - logcount_predictions_loss: 0.2121 136/2438 [>.............................] - ETA: 5:19 - loss: 594.3685 - logits_profile_predictions_loss: 590.4448 - logcount_predictions_loss: 0.2121 137/2438 [>.............................] - ETA: 5:19 - loss: 594.3012 - logits_profile_predictions_loss: 590.3773 - logcount_predictions_loss: 0.2121 138/2438 [>.............................] - ETA: 5:19 - loss: 594.2332 - logits_profile_predictions_loss: 590.3093 - logcount_predictions_loss: 0.2121 139/2438 [>.............................] - ETA: 5:19 - loss: 594.1639 - logits_profile_predictions_loss: 590.2399 - logcount_predictions_loss: 0.2121 140/2438 [>.............................] - ETA: 5:19 - loss: 594.0946 - logits_profile_predictions_loss: 590.1705 - logcount_predictions_loss: 0.2121 141/2438 [>.............................] - ETA: 5:18 - loss: 594.0323 - 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[>.............................] - ETA: 5:16 - loss: 593.2504 - logits_profile_predictions_loss: 589.3264 - logcount_predictions_loss: 0.2121 162/2438 [>.............................] - ETA: 5:15 - loss: 593.2172 - logits_profile_predictions_loss: 589.2931 - logcount_predictions_loss: 0.2121 163/2438 [=>............................] - ETA: 5:15 - loss: 593.1873 - logits_profile_predictions_loss: 589.2633 - logcount_predictions_loss: 0.2121 164/2438 [=>............................] - ETA: 5:15 - loss: 593.1594 - logits_profile_predictions_loss: 589.2354 - logcount_predictions_loss: 0.2121 165/2438 [=>............................] - ETA: 5:15 - loss: 593.1315 - logits_profile_predictions_loss: 589.2077 - logcount_predictions_loss: 0.2121 166/2438 [=>............................] - ETA: 5:15 - loss: 593.1036 - logits_profile_predictions_loss: 589.1799 - logcount_predictions_loss: 0.2121 167/2438 [=>............................] - ETA: 5:15 - loss: 593.0764 - 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[===>..........................] - ETA: 4:43 - loss: 588.7681 - logits_profile_predictions_loss: 584.8723 - logcount_predictions_loss: 0.2106 396/2438 [===>..........................] - ETA: 4:43 - loss: 588.7566 - logits_profile_predictions_loss: 584.8609 - logcount_predictions_loss: 0.2106 397/2438 [===>..........................] - ETA: 4:43 - loss: 588.7451 - logits_profile_predictions_loss: 584.8494 - logcount_predictions_loss: 0.2106 398/2438 [===>..........................] - ETA: 4:43 - loss: 588.7338 - logits_profile_predictions_loss: 584.8382 - logcount_predictions_loss: 0.2106 399/2438 [===>..........................] - ETA: 4:42 - loss: 588.7223 - logits_profile_predictions_loss: 584.8268 - logcount_predictions_loss: 0.2106 400/2438 [===>..........................] - ETA: 4:42 - loss: 588.7106 - logits_profile_predictions_loss: 584.8151 - logcount_predictions_loss: 0.2106 401/2438 [===>..........................] - ETA: 4:42 - loss: 588.6990 - logits_profile_predictions_loss: 584.8036 - logcount_predictions_loss: 0.2106 402/2438 [===>..........................] - ETA: 4:42 - loss: 588.6875 - logits_profile_predictions_loss: 584.7922 - logcount_predictions_loss: 0.2106 403/2438 [===>..........................] - ETA: 4:42 - loss: 588.6759 - logits_profile_predictions_loss: 584.7807 - logcount_predictions_loss: 0.2106 404/2438 [===>..........................] - ETA: 4:42 - loss: 588.6640 - logits_profile_predictions_loss: 584.7688 - logcount_predictions_loss: 0.2106 405/2438 [===>..........................] - ETA: 4:42 - loss: 588.6522 - logits_profile_predictions_loss: 584.7571 - logcount_predictions_loss: 0.2105 406/2438 [===>..........................] - ETA: 4:41 - loss: 588.6406 - logits_profile_predictions_loss: 584.7456 - logcount_predictions_loss: 0.2105 407/2438 [====>.........................] - ETA: 4:41 - loss: 588.6288 - logits_profile_predictions_loss: 584.7339 - logcount_predictions_loss: 0.2105 408/2438 [====>.........................] - ETA: 4:41 - loss: 588.6169 - logits_profile_predictions_loss: 584.7221 - logcount_predictions_loss: 0.2105 409/2438 [====>.........................] - ETA: 4:41 - loss: 588.6047 - logits_profile_predictions_loss: 584.7099 - logcount_predictions_loss: 0.2105 410/2438 [====>.........................] - ETA: 4:41 - loss: 588.5930 - logits_profile_predictions_loss: 584.6983 - logcount_predictions_loss: 0.2105 411/2438 [====>.........................] - ETA: 4:41 - loss: 588.5810 - logits_profile_predictions_loss: 584.6863 - logcount_predictions_loss: 0.2105 412/2438 [====>.........................] - ETA: 4:41 - loss: 588.5688 - logits_profile_predictions_loss: 584.6742 - logcount_predictions_loss: 0.2105 413/2438 [====>.........................] - ETA: 4:41 - loss: 588.5564 - logits_profile_predictions_loss: 584.6619 - logcount_predictions_loss: 0.2105 414/2438 [====>.........................] - ETA: 4:40 - loss: 588.5443 - logits_profile_predictions_loss: 584.6499 - logcount_predictions_loss: 0.2105 415/2438 [====>.........................] - ETA: 4:40 - loss: 588.5326 - logits_profile_predictions_loss: 584.6382 - logcount_predictions_loss: 0.2105 416/2438 [====>.........................] - ETA: 4:40 - loss: 588.5207 - logits_profile_predictions_loss: 584.6264 - logcount_predictions_loss: 0.2105 417/2438 [====>.........................] - ETA: 4:40 - loss: 588.5090 - logits_profile_predictions_loss: 584.6147 - logcount_predictions_loss: 0.2105 418/2438 [====>.........................] - ETA: 4:40 - loss: 588.4972 - logits_profile_predictions_loss: 584.6029 - logcount_predictions_loss: 0.2105 419/2438 [====>.........................] - ETA: 4:40 - loss: 588.4857 - logits_profile_predictions_loss: 584.5915 - logcount_predictions_loss: 0.2105 420/2438 [====>.........................] - ETA: 4:40 - loss: 588.4741 - logits_profile_predictions_loss: 584.5800 - logcount_predictions_loss: 0.2105 421/2438 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logits_profile_predictions_loss: 584.5038 - logcount_predictions_loss: 0.2105 428/2438 [====>.........................] - ETA: 4:38 - loss: 588.3859 - logits_profile_predictions_loss: 584.4924 - logcount_predictions_loss: 0.2105 429/2438 [====>.........................] - ETA: 4:38 - loss: 588.3745 - logits_profile_predictions_loss: 584.4810 - logcount_predictions_loss: 0.2105 430/2438 [====>.........................] - ETA: 4:38 - loss: 588.3630 - logits_profile_predictions_loss: 584.4696 - logcount_predictions_loss: 0.2105 431/2438 [====>.........................] - ETA: 4:38 - loss: 588.3514 - logits_profile_predictions_loss: 584.4581 - logcount_predictions_loss: 0.2105 432/2438 [====>.........................] - ETA: 4:38 - loss: 588.3396 - logits_profile_predictions_loss: 584.4464 - logcount_predictions_loss: 0.2104 433/2438 [====>.........................] - ETA: 4:38 - loss: 588.3279 - logits_profile_predictions_loss: 584.4348 - logcount_predictions_loss: 0.2104 434/2438 [====>.........................] - ETA: 4:38 - loss: 588.3164 - logits_profile_predictions_loss: 584.4233 - logcount_predictions_loss: 0.2104 435/2438 [====>.........................] - ETA: 4:37 - loss: 588.3053 - logits_profile_predictions_loss: 584.4123 - logcount_predictions_loss: 0.2104 436/2438 [====>.........................] - ETA: 4:37 - loss: 588.2944 - logits_profile_predictions_loss: 584.4015 - logcount_predictions_loss: 0.2104 437/2438 [====>.........................] - ETA: 4:37 - loss: 588.2837 - logits_profile_predictions_loss: 584.3909 - logcount_predictions_loss: 0.2104 438/2438 [====>.........................] - ETA: 4:37 - loss: 588.2732 - logits_profile_predictions_loss: 584.3805 - logcount_predictions_loss: 0.2104 439/2438 [====>.........................] - ETA: 4:37 - loss: 588.2629 - logits_profile_predictions_loss: 584.3702 - logcount_predictions_loss: 0.2104 440/2438 [====>.........................] - ETA: 4:37 - loss: 588.2519 - logits_profile_predictions_loss: 584.3593 - logcount_predictions_loss: 0.2104 441/2438 [====>.........................] - ETA: 4:37 - loss: 588.2408 - logits_profile_predictions_loss: 584.3483 - logcount_predictions_loss: 0.2104 442/2438 [====>.........................] - ETA: 4:36 - loss: 588.2297 - logits_profile_predictions_loss: 584.3373 - logcount_predictions_loss: 0.2104 443/2438 [====>.........................] - ETA: 4:36 - loss: 588.2188 - logits_profile_predictions_loss: 584.3265 - logcount_predictions_loss: 0.2104 444/2438 [====>.........................] - ETA: 4:36 - loss: 588.2080 - logits_profile_predictions_loss: 584.3157 - logcount_predictions_loss: 0.2104 445/2438 [====>.........................] - ETA: 4:36 - loss: 588.1966 - logits_profile_predictions_loss: 584.3045 - logcount_predictions_loss: 0.2104 446/2438 [====>.........................] - ETA: 4:36 - loss: 588.1852 - logits_profile_predictions_loss: 584.2932 - logcount_predictions_loss: 0.2104 447/2438 [====>.........................] - ETA: 4:36 - loss: 588.1738 - logits_profile_predictions_loss: 584.2818 - logcount_predictions_loss: 0.2104 448/2438 [====>.........................] - ETA: 4:36 - loss: 588.1623 - logits_profile_predictions_loss: 584.2705 - logcount_predictions_loss: 0.2104 449/2438 [====>.........................] - ETA: 4:35 - loss: 588.1507 - logits_profile_predictions_loss: 584.2590 - logcount_predictions_loss: 0.2104 450/2438 [====>.........................] - ETA: 4:35 - loss: 588.1390 - logits_profile_predictions_loss: 584.2474 - logcount_predictions_loss: 0.2104 451/2438 [====>.........................] - ETA: 4:35 - loss: 588.1274 - logits_profile_predictions_loss: 584.2358 - logcount_predictions_loss: 0.2104 452/2438 [====>.........................] - ETA: 4:35 - loss: 588.1158 - logits_profile_predictions_loss: 584.2243 - logcount_predictions_loss: 0.2104 453/2438 [====>.........................] - ETA: 4:35 - loss: 588.1039 - logits_profile_predictions_loss: 584.2124 - logcount_predictions_loss: 0.2104 454/2438 [====>.........................] - ETA: 4:35 - loss: 588.0920 - logits_profile_predictions_loss: 584.2006 - logcount_predictions_loss: 0.2103 455/2438 [====>.........................] - ETA: 4:35 - loss: 588.0798 - logits_profile_predictions_loss: 584.1885 - logcount_predictions_loss: 0.2103 456/2438 [====>.........................] - ETA: 4:35 - loss: 588.0680 - logits_profile_predictions_loss: 584.1768 - logcount_predictions_loss: 0.2103 457/2438 [====>.........................] - ETA: 4:34 - loss: 588.0568 - logits_profile_predictions_loss: 584.1657 - logcount_predictions_loss: 0.2103 458/2438 [====>.........................] - ETA: 4:34 - loss: 588.0457 - logits_profile_predictions_loss: 584.1547 - logcount_predictions_loss: 0.2103 459/2438 [====>.........................] - ETA: 4:34 - loss: 588.0344 - logits_profile_predictions_loss: 584.1435 - logcount_predictions_loss: 0.2103 460/2438 [====>.........................] - ETA: 4:34 - loss: 588.0230 - logits_profile_predictions_loss: 584.1322 - logcount_predictions_loss: 0.2103 461/2438 [====>.........................] - ETA: 4:34 - loss: 588.0118 - logits_profile_predictions_loss: 584.1211 - logcount_predictions_loss: 0.2103 462/2438 [====>.........................] - ETA: 4:34 - loss: 588.0006 - logits_profile_predictions_loss: 584.1099 - logcount_predictions_loss: 0.2103 463/2438 [====>.........................] - ETA: 4:34 - loss: 587.9889 - logits_profile_predictions_loss: 584.0983 - logcount_predictions_loss: 0.2103 464/2438 [====>.........................] - ETA: 4:33 - loss: 587.9776 - logits_profile_predictions_loss: 584.0871 - logcount_predictions_loss: 0.2103 465/2438 [====>.........................] - ETA: 4:33 - loss: 587.9666 - logits_profile_predictions_loss: 584.0762 - logcount_predictions_loss: 0.2103 466/2438 [====>.........................] - ETA: 4:33 - loss: 587.9560 - logits_profile_predictions_loss: 584.0657 - logcount_predictions_loss: 0.2103 467/2438 [====>.........................] - ETA: 4:33 - loss: 587.9457 - logits_profile_predictions_loss: 584.0554 - logcount_predictions_loss: 0.2103 468/2438 [====>.........................] - ETA: 4:33 - loss: 587.9356 - logits_profile_predictions_loss: 584.0454 - logcount_predictions_loss: 0.2103 469/2438 [====>.........................] - ETA: 4:33 - loss: 587.9256 - logits_profile_predictions_loss: 584.0355 - logcount_predictions_loss: 0.2103 470/2438 [====>.........................] - ETA: 4:33 - loss: 587.9156 - logits_profile_predictions_loss: 584.0255 - logcount_predictions_loss: 0.2103 471/2438 [====>.........................] - ETA: 4:32 - loss: 587.9057 - logits_profile_predictions_loss: 584.0157 - logcount_predictions_loss: 0.2103 472/2438 [====>.........................] - ETA: 4:32 - loss: 587.8957 - logits_profile_predictions_loss: 584.0058 - logcount_predictions_loss: 0.2103 473/2438 [====>.........................] - ETA: 4:32 - loss: 587.8857 - logits_profile_predictions_loss: 583.9959 - logcount_predictions_loss: 0.2103 474/2438 [====>.........................] - ETA: 4:32 - loss: 587.8756 - logits_profile_predictions_loss: 583.9859 - logcount_predictions_loss: 0.2103 475/2438 [====>.........................] - ETA: 4:32 - loss: 587.8657 - logits_profile_predictions_loss: 583.9760 - logcount_predictions_loss: 0.2103 476/2438 [====>.........................] - ETA: 4:32 - loss: 587.8558 - logits_profile_predictions_loss: 583.9663 - logcount_predictions_loss: 0.2102 477/2438 [====>.........................] - ETA: 4:32 - loss: 587.8459 - logits_profile_predictions_loss: 583.9564 - logcount_predictions_loss: 0.2102 478/2438 [====>.........................] - ETA: 4:31 - loss: 587.8357 - logits_profile_predictions_loss: 583.9463 - logcount_predictions_loss: 0.2102 479/2438 [====>.........................] - ETA: 4:31 - loss: 587.8254 - logits_profile_predictions_loss: 583.9361 - logcount_predictions_loss: 0.2102 480/2438 [====>.........................] - ETA: 4:31 - loss: 587.8157 - logits_profile_predictions_loss: 583.9264 - logcount_predictions_loss: 0.2102 481/2438 [====>.........................] - ETA: 4:31 - loss: 587.8062 - logits_profile_predictions_loss: 583.9170 - logcount_predictions_loss: 0.2102 482/2438 [====>.........................] - ETA: 4:31 - loss: 587.7968 - logits_profile_predictions_loss: 583.9077 - logcount_predictions_loss: 0.2102 483/2438 [====>.........................] - ETA: 4:31 - loss: 587.7876 - logits_profile_predictions_loss: 583.8985 - logcount_predictions_loss: 0.2102 484/2438 [====>.........................] - ETA: 4:31 - loss: 587.7785 - logits_profile_predictions_loss: 583.8895 - logcount_predictions_loss: 0.2102 485/2438 [====>.........................] - ETA: 4:30 - loss: 587.7702 - logits_profile_predictions_loss: 583.8813 - logcount_predictions_loss: 0.2102 486/2438 [====>.........................] - ETA: 4:30 - loss: 587.7619 - logits_profile_predictions_loss: 583.8731 - logcount_predictions_loss: 0.2102 487/2438 [====>.........................] - ETA: 4:30 - loss: 587.7535 - logits_profile_predictions_loss: 583.8647 - logcount_predictions_loss: 0.2102 488/2438 [=====>........................] - ETA: 4:30 - loss: 587.7454 - logits_profile_predictions_loss: 583.8567 - logcount_predictions_loss: 0.2102 489/2438 [=====>........................] - ETA: 4:30 - loss: 587.7373 - logits_profile_predictions_loss: 583.8487 - logcount_predictions_loss: 0.2102 490/2438 [=====>........................] - ETA: 4:30 - loss: 587.7294 - logits_profile_predictions_loss: 583.8408 - logcount_predictions_loss: 0.2102 491/2438 [=====>........................] - ETA: 4:30 - loss: 587.7215 - logits_profile_predictions_loss: 583.8330 - logcount_predictions_loss: 0.2102 492/2438 [=====>........................] - ETA: 4:29 - loss: 587.7135 - logits_profile_predictions_loss: 583.8251 - logcount_predictions_loss: 0.2102 493/2438 [=====>........................] - ETA: 4:29 - loss: 587.7059 - logits_profile_predictions_loss: 583.8176 - logcount_predictions_loss: 0.2102 494/2438 [=====>........................] - ETA: 4:29 - loss: 587.6984 - logits_profile_predictions_loss: 583.8101 - logcount_predictions_loss: 0.2102 495/2438 [=====>........................] - ETA: 4:29 - loss: 587.6909 - logits_profile_predictions_loss: 583.8027 - logcount_predictions_loss: 0.2102 496/2438 [=====>........................] - ETA: 4:29 - loss: 587.6834 - logits_profile_predictions_loss: 583.7953 - logcount_predictions_loss: 0.2102 497/2438 [=====>........................] - ETA: 4:29 - loss: 587.6757 - logits_profile_predictions_loss: 583.7877 - logcount_predictions_loss: 0.2102 498/2438 [=====>........................] - ETA: 4:29 - loss: 587.6682 - logits_profile_predictions_loss: 583.7803 - logcount_predictions_loss: 0.2102 499/2438 [=====>........................] - ETA: 4:29 - loss: 587.6610 - logits_profile_predictions_loss: 583.7733 - logcount_predictions_loss: 0.2102 500/2438 [=====>........................] - ETA: 4:28 - loss: 587.6537 - logits_profile_predictions_loss: 583.7660 - logcount_predictions_loss: 0.2101 501/2438 [=====>........................] - ETA: 4:28 - loss: 587.6463 - logits_profile_predictions_loss: 583.7587 - logcount_predictions_loss: 0.2101 502/2438 [=====>........................] - ETA: 4:28 - loss: 587.6389 - logits_profile_predictions_loss: 583.7514 - logcount_predictions_loss: 0.2101 503/2438 [=====>........................] - ETA: 4:28 - loss: 587.6314 - logits_profile_predictions_loss: 583.7440 - logcount_predictions_loss: 0.2101 504/2438 [=====>........................] - ETA: 4:28 - loss: 587.6240 - logits_profile_predictions_loss: 583.7367 - logcount_predictions_loss: 0.2101 505/2438 [=====>........................] - ETA: 4:28 - loss: 587.6167 - logits_profile_predictions_loss: 583.7295 - logcount_predictions_loss: 0.2101 506/2438 [=====>........................] - ETA: 4:28 - loss: 587.6095 - logits_profile_predictions_loss: 583.7224 - logcount_predictions_loss: 0.2101 507/2438 [=====>........................] - ETA: 4:27 - loss: 587.6022 - logits_profile_predictions_loss: 583.7152 - logcount_predictions_loss: 0.2101 508/2438 [=====>........................] - ETA: 4:27 - loss: 587.5949 - logits_profile_predictions_loss: 583.7080 - logcount_predictions_loss: 0.2101 509/2438 [=====>........................] - ETA: 4:27 - loss: 587.5879 - logits_profile_predictions_loss: 583.7012 - logcount_predictions_loss: 0.2101 510/2438 [=====>........................] - ETA: 4:27 - loss: 587.5810 - logits_profile_predictions_loss: 583.6944 - logcount_predictions_loss: 0.2101 511/2438 [=====>........................] - ETA: 4:27 - loss: 587.5743 - logits_profile_predictions_loss: 583.6877 - logcount_predictions_loss: 0.2101 512/2438 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[==============================] - ETA: 0s - loss: 583.8115 - logits_profile_predictions_loss: 579.9690 - logcount_predictions_loss: 0.2077 2438/2438 [==============================] - 353s 145ms/step - loss: 583.8106 - logits_profile_predictions_loss: 579.9681 - logcount_predictions_loss: 0.2077 - val_loss: 609.2646 - val_logits_profile_predictions_loss: 604.3205 - val_logcount_predictions_loss: 0.2673 Epoch 00015: val_loss did not improve from 603.98694 Epoch 16/50 1/2438 [..............................] - ETA: 6:16 - loss: 616.9246 - logits_profile_predictions_loss: 613.5288 - logcount_predictions_loss: 0.1836 2/2438 [..............................] - ETA: 5:38 - loss: 631.9476 - logits_profile_predictions_loss: 628.6350 - logcount_predictions_loss: 0.1791 3/2438 [..............................] - ETA: 5:38 - loss: 631.0630 - logits_profile_predictions_loss: 627.8330 - logcount_predictions_loss: 0.1746 4/2438 [..............................] - ETA: 5:38 - loss: 629.3230 - 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[..............................] - ETA: 5:37 - loss: 611.3795 - logits_profile_predictions_loss: 608.1678 - logcount_predictions_loss: 0.1736 12/2438 [..............................] - ETA: 5:37 - loss: 609.8014 - logits_profile_predictions_loss: 606.5887 - logcount_predictions_loss: 0.1737 13/2438 [..............................] - ETA: 5:37 - loss: 608.0767 - logits_profile_predictions_loss: 604.8710 - logcount_predictions_loss: 0.1733 14/2438 [..............................] - ETA: 5:36 - loss: 606.5316 - logits_profile_predictions_loss: 603.3231 - logcount_predictions_loss: 0.1734 15/2438 [..............................] - ETA: 5:36 - loss: 604.8764 - logits_profile_predictions_loss: 601.6630 - logcount_predictions_loss: 0.1737 16/2438 [..............................] - ETA: 5:36 - loss: 603.4468 - logits_profile_predictions_loss: 600.2324 - logcount_predictions_loss: 0.1738 17/2438 [..............................] - ETA: 5:36 - loss: 601.9506 - logits_profile_predictions_loss: 598.7356 - logcount_predictions_loss: 0.1738 18/2438 [..............................] - ETA: 5:36 - loss: 600.6320 - logits_profile_predictions_loss: 597.4108 - logcount_predictions_loss: 0.1741 19/2438 [..............................] - ETA: 5:36 - loss: 599.4357 - logits_profile_predictions_loss: 596.2074 - logcount_predictions_loss: 0.1745 20/2438 [..............................] - ETA: 5:35 - loss: 598.4584 - logits_profile_predictions_loss: 595.2246 - logcount_predictions_loss: 0.1748 21/2438 [..............................] - ETA: 5:35 - loss: 597.5026 - logits_profile_predictions_loss: 594.2580 - logcount_predictions_loss: 0.1754 22/2438 [..............................] - ETA: 5:35 - loss: 596.6355 - logits_profile_predictions_loss: 593.3832 - logcount_predictions_loss: 0.1758 23/2438 [..............................] - ETA: 5:35 - loss: 595.9225 - logits_profile_predictions_loss: 592.6632 - logcount_predictions_loss: 0.1762 24/2438 [..............................] - ETA: 5:35 - loss: 595.3910 - logits_profile_predictions_loss: 592.1260 - logcount_predictions_loss: 0.1765 25/2438 [..............................] - ETA: 5:35 - loss: 594.7906 - logits_profile_predictions_loss: 591.5205 - logcount_predictions_loss: 0.1768 26/2438 [..............................] - ETA: 5:34 - loss: 594.2923 - logits_profile_predictions_loss: 591.0200 - logcount_predictions_loss: 0.1769 27/2438 [..............................] - ETA: 5:34 - loss: 593.8708 - logits_profile_predictions_loss: 590.5935 - logcount_predictions_loss: 0.1772 28/2438 [..............................] - ETA: 5:34 - loss: 593.4637 - logits_profile_predictions_loss: 590.1796 - logcount_predictions_loss: 0.1775 29/2438 [..............................] - ETA: 5:34 - loss: 593.1189 - logits_profile_predictions_loss: 589.8279 - logcount_predictions_loss: 0.1779 30/2438 [..............................] - ETA: 5:34 - loss: 592.9003 - logits_profile_predictions_loss: 589.6029 - logcount_predictions_loss: 0.1782 31/2438 [..............................] - ETA: 5:34 - loss: 592.5845 - logits_profile_predictions_loss: 589.2827 - logcount_predictions_loss: 0.1785 32/2438 [..............................] - ETA: 5:34 - loss: 592.2321 - logits_profile_predictions_loss: 588.9256 - logcount_predictions_loss: 0.1787 33/2438 [..............................] - ETA: 5:33 - loss: 591.9150 - logits_profile_predictions_loss: 588.6045 - logcount_predictions_loss: 0.1789 34/2438 [..............................] - ETA: 5:33 - loss: 591.5644 - logits_profile_predictions_loss: 588.2496 - logcount_predictions_loss: 0.1792 35/2438 [..............................] - ETA: 5:33 - loss: 591.1654 - logits_profile_predictions_loss: 587.8442 - logcount_predictions_loss: 0.1795 36/2438 [..............................] - ETA: 5:33 - loss: 590.7979 - logits_profile_predictions_loss: 587.4700 - logcount_predictions_loss: 0.1799 37/2438 [..............................] - ETA: 5:33 - loss: 590.4760 - logits_profile_predictions_loss: 587.1418 - logcount_predictions_loss: 0.1802 38/2438 [..............................] - ETA: 5:33 - loss: 590.1464 - logits_profile_predictions_loss: 586.8061 - logcount_predictions_loss: 0.1806 39/2438 [..............................] - ETA: 5:33 - loss: 589.8983 - logits_profile_predictions_loss: 586.5523 - logcount_predictions_loss: 0.1809 40/2438 [..............................] - ETA: 5:32 - loss: 589.6777 - logits_profile_predictions_loss: 586.3264 - logcount_predictions_loss: 0.1812 41/2438 [..............................] - ETA: 5:32 - loss: 589.5196 - logits_profile_predictions_loss: 586.1634 - logcount_predictions_loss: 0.1814 42/2438 [..............................] - ETA: 5:32 - loss: 589.3518 - logits_profile_predictions_loss: 585.9909 - logcount_predictions_loss: 0.1817 43/2438 [..............................] - ETA: 5:32 - loss: 589.1729 - logits_profile_predictions_loss: 585.8071 - logcount_predictions_loss: 0.1819 44/2438 [..............................] - ETA: 5:32 - loss: 588.9903 - logits_profile_predictions_loss: 585.6198 - logcount_predictions_loss: 0.1822 45/2438 [..............................] - ETA: 5:32 - loss: 588.8234 - logits_profile_predictions_loss: 585.4489 - logcount_predictions_loss: 0.1824 46/2438 [..............................] - ETA: 5:32 - loss: 588.6655 - logits_profile_predictions_loss: 585.2873 - logcount_predictions_loss: 0.1826 47/2438 [..............................] - ETA: 5:32 - loss: 588.4872 - logits_profile_predictions_loss: 585.1050 - logcount_predictions_loss: 0.1828 48/2438 [..............................] - ETA: 5:32 - loss: 588.2939 - logits_profile_predictions_loss: 584.9073 - logcount_predictions_loss: 0.1831 49/2438 [..............................] - ETA: 5:32 - loss: 588.1296 - logits_profile_predictions_loss: 584.7385 - logcount_predictions_loss: 0.1833 50/2438 [..............................] - ETA: 5:32 - loss: 588.0031 - logits_profile_predictions_loss: 584.6077 - logcount_predictions_loss: 0.1835 51/2438 [..............................] - ETA: 5:32 - loss: 587.8444 - logits_profile_predictions_loss: 584.4447 - logcount_predictions_loss: 0.1838 52/2438 [..............................] - ETA: 5:32 - loss: 587.6766 - logits_profile_predictions_loss: 584.2722 - logcount_predictions_loss: 0.1840 53/2438 [..............................] - ETA: 5:31 - loss: 587.5142 - logits_profile_predictions_loss: 584.1051 - logcount_predictions_loss: 0.1843 54/2438 [..............................] - ETA: 5:31 - loss: 587.3553 - logits_profile_predictions_loss: 583.9419 - logcount_predictions_loss: 0.1845 55/2438 [..............................] - ETA: 5:31 - loss: 587.2027 - logits_profile_predictions_loss: 583.7855 - logcount_predictions_loss: 0.1847 56/2438 [..............................] - ETA: 5:31 - loss: 587.0620 - logits_profile_predictions_loss: 583.6409 - logcount_predictions_loss: 0.1849 57/2438 [..............................] - ETA: 5:31 - loss: 586.9188 - logits_profile_predictions_loss: 583.4936 - logcount_predictions_loss: 0.1851 58/2438 [..............................] - ETA: 5:31 - loss: 586.7914 - logits_profile_predictions_loss: 583.3625 - logcount_predictions_loss: 0.1854 59/2438 [..............................] - ETA: 5:31 - loss: 586.6641 - logits_profile_predictions_loss: 583.2312 - logcount_predictions_loss: 0.1856 60/2438 [..............................] - ETA: 5:30 - loss: 586.5391 - logits_profile_predictions_loss: 583.1025 - logcount_predictions_loss: 0.1858 61/2438 [..............................] - ETA: 5:30 - loss: 586.4286 - logits_profile_predictions_loss: 582.9885 - logcount_predictions_loss: 0.1860 62/2438 [..............................] - ETA: 5:30 - loss: 586.2983 - logits_profile_predictions_loss: 582.8551 - logcount_predictions_loss: 0.1861 63/2438 [..............................] - ETA: 5:30 - loss: 586.1756 - logits_profile_predictions_loss: 582.7293 - logcount_predictions_loss: 0.1863 64/2438 [..............................] - ETA: 5:30 - loss: 586.0606 - logits_profile_predictions_loss: 582.6114 - logcount_predictions_loss: 0.1864 65/2438 [..............................] - ETA: 5:30 - loss: 585.9693 - logits_profile_predictions_loss: 582.5172 - logcount_predictions_loss: 0.1866 66/2438 [..............................] - ETA: 5:29 - loss: 585.8598 - logits_profile_predictions_loss: 582.4053 - logcount_predictions_loss: 0.1867 67/2438 [..............................] - ETA: 5:29 - loss: 585.7439 - logits_profile_predictions_loss: 582.2872 - logcount_predictions_loss: 0.1868 68/2438 [..............................] - ETA: 5:29 - loss: 585.6324 - logits_profile_predictions_loss: 582.1740 - logcount_predictions_loss: 0.1869 69/2438 [..............................] - ETA: 5:29 - loss: 585.5143 - logits_profile_predictions_loss: 582.0542 - logcount_predictions_loss: 0.1870 70/2438 [..............................] - ETA: 5:29 - loss: 585.4081 - logits_profile_predictions_loss: 581.9463 - logcount_predictions_loss: 0.1871 71/2438 [..............................] - ETA: 5:29 - loss: 585.2925 - logits_profile_predictions_loss: 581.8290 - logcount_predictions_loss: 0.1872 72/2438 [..............................] - ETA: 5:29 - loss: 585.1731 - logits_profile_predictions_loss: 581.7079 - logcount_predictions_loss: 0.1873 73/2438 [..............................] - ETA: 5:28 - loss: 585.0514 - logits_profile_predictions_loss: 581.5847 - logcount_predictions_loss: 0.1874 74/2438 [..............................] - ETA: 5:28 - loss: 584.9165 - logits_profile_predictions_loss: 581.4483 - logcount_predictions_loss: 0.1875 75/2438 [..............................] - ETA: 5:28 - loss: 584.7742 - logits_profile_predictions_loss: 581.3047 - logcount_predictions_loss: 0.1875 76/2438 [..............................] - ETA: 5:28 - loss: 584.6294 - logits_profile_predictions_loss: 581.1587 - logcount_predictions_loss: 0.1876 77/2438 [..............................] - ETA: 5:28 - loss: 584.5006 - logits_profile_predictions_loss: 581.0284 - logcount_predictions_loss: 0.1877 78/2438 [..............................] - ETA: 5:28 - loss: 584.3658 - logits_profile_predictions_loss: 580.8924 - logcount_predictions_loss: 0.1878 79/2438 [..............................] - ETA: 5:27 - loss: 584.2224 - logits_profile_predictions_loss: 580.7478 - logcount_predictions_loss: 0.1878 80/2438 [..............................] - ETA: 5:27 - loss: 584.0831 - logits_profile_predictions_loss: 580.6068 - logcount_predictions_loss: 0.1879 81/2438 [..............................] - ETA: 5:27 - loss: 583.9490 - logits_profile_predictions_loss: 580.4709 - logcount_predictions_loss: 0.1880 82/2438 [>.............................] - ETA: 5:27 - loss: 583.8156 - logits_profile_predictions_loss: 580.3357 - logcount_predictions_loss: 0.1881 83/2438 [>.............................] - ETA: 5:27 - loss: 583.6906 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 577.6431 - logcount_predictions_loss: 0.1899 117/2438 [>.............................] - ETA: 5:22 - loss: 581.1022 - logits_profile_predictions_loss: 577.5891 - logcount_predictions_loss: 0.1899 118/2438 [>.............................] - ETA: 5:22 - loss: 581.0447 - logits_profile_predictions_loss: 577.5310 - logcount_predictions_loss: 0.1899 119/2438 [>.............................] - ETA: 5:22 - loss: 580.9854 - logits_profile_predictions_loss: 577.4712 - logcount_predictions_loss: 0.1900 120/2438 [>.............................] - ETA: 5:22 - loss: 580.9237 - logits_profile_predictions_loss: 577.4091 - logcount_predictions_loss: 0.1900 121/2438 [>.............................] - ETA: 5:21 - loss: 580.8645 - logits_profile_predictions_loss: 577.3495 - logcount_predictions_loss: 0.1900 122/2438 [>.............................] - ETA: 5:21 - loss: 580.8048 - logits_profile_predictions_loss: 577.2893 - logcount_predictions_loss: 0.1900 123/2438 [>.............................] - ETA: 5:21 - loss: 580.7508 - logits_profile_predictions_loss: 577.2347 - logcount_predictions_loss: 0.1901 124/2438 [>.............................] - ETA: 5:21 - loss: 580.6988 - logits_profile_predictions_loss: 577.1822 - logcount_predictions_loss: 0.1901 125/2438 [>.............................] - ETA: 5:21 - loss: 580.6445 - logits_profile_predictions_loss: 577.1275 - logcount_predictions_loss: 0.1901 126/2438 [>.............................] - ETA: 5:21 - loss: 580.5901 - logits_profile_predictions_loss: 577.0727 - logcount_predictions_loss: 0.1901 127/2438 [>.............................] - ETA: 5:21 - loss: 580.5366 - logits_profile_predictions_loss: 577.0188 - logcount_predictions_loss: 0.1901 128/2438 [>.............................] - ETA: 5:20 - loss: 580.4852 - logits_profile_predictions_loss: 576.9672 - logcount_predictions_loss: 0.1902 129/2438 [>.............................] - ETA: 5:20 - loss: 580.4347 - 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[============================>.] - ETA: 6s - loss: 579.7342 - logits_profile_predictions_loss: 576.0428 - logcount_predictions_loss: 0.1995 2394/2438 [============================>.] - ETA: 6s - loss: 579.7338 - logits_profile_predictions_loss: 576.0424 - logcount_predictions_loss: 0.1995 2395/2438 [============================>.] - ETA: 5s - loss: 579.7334 - logits_profile_predictions_loss: 576.0419 - logcount_predictions_loss: 0.1995 2396/2438 [============================>.] - ETA: 5s - loss: 579.7329 - logits_profile_predictions_loss: 576.0414 - logcount_predictions_loss: 0.1995 2397/2438 [============================>.] - ETA: 5s - loss: 579.7324 - logits_profile_predictions_loss: 576.0410 - logcount_predictions_loss: 0.1996 2398/2438 [============================>.] - ETA: 5s - loss: 579.7320 - logits_profile_predictions_loss: 576.0405 - logcount_predictions_loss: 0.1996 2399/2438 [============================>.] - ETA: 5s - loss: 579.7315 - logits_profile_predictions_loss: 576.0400 - logcount_predictions_loss: 0.1996 2400/2438 [============================>.] - ETA: 5s - loss: 579.7311 - logits_profile_predictions_loss: 576.0396 - logcount_predictions_loss: 0.1996 2401/2438 [============================>.] - ETA: 5s - loss: 579.7306 - logits_profile_predictions_loss: 576.0391 - logcount_predictions_loss: 0.1996 2402/2438 [============================>.] - ETA: 4s - loss: 579.7302 - logits_profile_predictions_loss: 576.0386 - logcount_predictions_loss: 0.1996 2403/2438 [============================>.] - ETA: 4s - loss: 579.7297 - logits_profile_predictions_loss: 576.0382 - logcount_predictions_loss: 0.1996 2404/2438 [============================>.] - ETA: 4s - loss: 579.7293 - logits_profile_predictions_loss: 576.0377 - logcount_predictions_loss: 0.1996 2405/2438 [============================>.] - ETA: 4s - loss: 579.7289 - logits_profile_predictions_loss: 576.0372 - logcount_predictions_loss: 0.1996 2406/2438 [============================>.] - ETA: 4s - loss: 579.7284 - logits_profile_predictions_loss: 576.0368 - logcount_predictions_loss: 0.1996 2407/2438 [============================>.] - ETA: 4s - loss: 579.7279 - logits_profile_predictions_loss: 576.0363 - logcount_predictions_loss: 0.1996 2408/2438 [============================>.] - ETA: 4s - loss: 579.7275 - logits_profile_predictions_loss: 576.0358 - logcount_predictions_loss: 0.1996 2409/2438 [============================>.] - ETA: 4s - loss: 579.7270 - logits_profile_predictions_loss: 576.0353 - logcount_predictions_loss: 0.1996 2410/2438 [============================>.] - ETA: 3s - loss: 579.7265 - logits_profile_predictions_loss: 576.0348 - logcount_predictions_loss: 0.1996 2411/2438 [============================>.] - ETA: 3s - loss: 579.7260 - logits_profile_predictions_loss: 576.0343 - logcount_predictions_loss: 0.1996 2412/2438 [============================>.] - ETA: 3s - loss: 579.7256 - logits_profile_predictions_loss: 576.0338 - logcount_predictions_loss: 0.1996 2413/2438 [============================>.] - ETA: 3s - loss: 579.7251 - logits_profile_predictions_loss: 576.0333 - logcount_predictions_loss: 0.1996 2414/2438 [============================>.] - ETA: 3s - loss: 579.7246 - logits_profile_predictions_loss: 576.0328 - logcount_predictions_loss: 0.1996 2415/2438 [============================>.] - ETA: 3s - loss: 579.7241 - logits_profile_predictions_loss: 576.0323 - logcount_predictions_loss: 0.1996 2416/2438 [============================>.] - ETA: 3s - loss: 579.7236 - logits_profile_predictions_loss: 576.0318 - logcount_predictions_loss: 0.1996 2417/2438 [============================>.] - ETA: 2s - loss: 579.7231 - logits_profile_predictions_loss: 576.0313 - logcount_predictions_loss: 0.1996 2418/2438 [============================>.] - ETA: 2s - loss: 579.7226 - logits_profile_predictions_loss: 576.0308 - logcount_predictions_loss: 0.1996 2419/2438 [============================>.] - ETA: 2s - loss: 579.7221 - logits_profile_predictions_loss: 576.0303 - logcount_predictions_loss: 0.1996 2420/2438 [============================>.] - ETA: 2s - loss: 579.7216 - logits_profile_predictions_loss: 576.0298 - logcount_predictions_loss: 0.1996 2421/2438 [============================>.] - ETA: 2s - loss: 579.7211 - logits_profile_predictions_loss: 576.0293 - logcount_predictions_loss: 0.1996 2422/2438 [============================>.] - ETA: 2s - loss: 579.7206 - logits_profile_predictions_loss: 576.0287 - logcount_predictions_loss: 0.1996 2423/2438 [============================>.] - ETA: 2s - loss: 579.7201 - logits_profile_predictions_loss: 576.0282 - logcount_predictions_loss: 0.1996 2424/2438 [============================>.] - ETA: 1s - loss: 579.7196 - logits_profile_predictions_loss: 576.0277 - logcount_predictions_loss: 0.1996 2425/2438 [============================>.] - ETA: 1s - loss: 579.7191 - logits_profile_predictions_loss: 576.0271 - logcount_predictions_loss: 0.1996 2426/2438 [============================>.] - ETA: 1s - loss: 579.7186 - logits_profile_predictions_loss: 576.0266 - logcount_predictions_loss: 0.1996 2427/2438 [============================>.] - ETA: 1s - loss: 579.7180 - logits_profile_predictions_loss: 576.0261 - logcount_predictions_loss: 0.1996 2428/2438 [============================>.] - ETA: 1s - loss: 579.7175 - logits_profile_predictions_loss: 576.0255 - logcount_predictions_loss: 0.1996 2429/2438 [============================>.] - ETA: 1s - loss: 579.7170 - logits_profile_predictions_loss: 576.0250 - logcount_predictions_loss: 0.1996 2430/2438 [============================>.] - ETA: 1s - loss: 579.7165 - logits_profile_predictions_loss: 576.0245 - logcount_predictions_loss: 0.1996 2431/2438 [============================>.] - ETA: 0s - loss: 579.7160 - logits_profile_predictions_loss: 576.0240 - logcount_predictions_loss: 0.1996 2432/2438 [============================>.] - ETA: 0s - loss: 579.7155 - logits_profile_predictions_loss: 576.0234 - logcount_predictions_loss: 0.1996 2433/2438 [============================>.] - ETA: 0s - loss: 579.7150 - logits_profile_predictions_loss: 576.0229 - logcount_predictions_loss: 0.1996 2434/2438 [============================>.] - ETA: 0s - loss: 579.7145 - logits_profile_predictions_loss: 576.0224 - logcount_predictions_loss: 0.1996 2435/2438 [============================>.] - ETA: 0s - loss: 579.7140 - logits_profile_predictions_loss: 576.0219 - logcount_predictions_loss: 0.1996 2436/2438 [============================>.] - ETA: 0s - loss: 579.7135 - logits_profile_predictions_loss: 576.0214 - logcount_predictions_loss: 0.1996 2437/2438 [============================>.] - ETA: 0s - loss: 579.7130 - logits_profile_predictions_loss: 576.0209 - logcount_predictions_loss: 0.1996 2438/2438 [==============================] - ETA: 0s - loss: 579.7125 - logits_profile_predictions_loss: 576.0204 - logcount_predictions_loss: 0.1996 2438/2438 [==============================] - 353s 145ms/step - loss: 579.7120 - logits_profile_predictions_loss: 576.0199 - logcount_predictions_loss: 0.1996 - val_loss: 609.1985 - val_logits_profile_predictions_loss: 604.2415 - val_logcount_predictions_loss: 0.2679 Epoch 00016: val_loss did not improve from 603.98694 Restoring model weights from the end of the best epoch. Epoch 00016: early stopping save model save model without bias 2022-10-15_15-35-15: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR856XGY//preprocessing/bigWigs/ENCSR856XGY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42766, 10) loading nonpeaks... got split:test for bed regions:(39914, 10) 0/323 100/323 200/323 300/323 2022-10-15_15-39-04: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR856XGY//preprocessing/bigWigs/ENCSR856XGY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42766, 10) loading nonpeaks... got split:test for bed regions:(39914, 10) 0/323 100/323 200/323 300/323 2022-10-15_15-42-11: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR856XGY//preprocessing/bigWigs/ENCSR856XGY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42766, 10) loading nonpeaks... got split:test for bed regions:(39914, 10) 0/323 100/323 200/323 300/323 2022-10-15_15-44-16: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-15_15-44-16: 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/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/35 [..............................] - ETA: 3:24 3/35 [=>............................] - ETA: 10s  4/35 [==>...........................] - ETA: 13s 5/35 [===>..........................] - ETA: 14s 6/35 [====>.........................] - ETA: 14s 7/35 [=====>........................] - ETA: 14s 8/35 [=====>........................] - ETA: 14s 9/35 [======>.......................] - ETA: 14s 10/35 [=======>......................] - ETA: 13s 11/35 [========>.....................] - ETA: 13s 12/35 [=========>....................] - ETA: 13s 13/35 [==========>...................] - ETA: 12s 14/35 [===========>..................] - ETA: 12s 15/35 [===========>..................] - ETA: 11s 16/35 [============>.................] - ETA: 11s 17/35 [=============>................] - ETA: 10s 18/35 [==============>...............] - ETA: 10s 19/35 [===============>..............] - ETA: 9s  20/35 [================>.............] - ETA: 8s 21/35 [=================>............] - ETA: 8s 22/35 [=================>............] - ETA: 7s 23/35 [==================>...........] - ETA: 7s 24/35 [===================>..........] - ETA: 6s 25/35 [====================>.........] - ETA: 5s 26/35 [=====================>........] - ETA: 5s 27/35 [======================>.......] - ETA: 4s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 3s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 1s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 30s 719ms/step 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 20s 3/35 [=>............................] - ETA: 19s 4/35 [==>...........................] - ETA: 19s 5/35 [===>..........................] - ETA: 18s 6/35 [====>.........................] - ETA: 18s 7/35 [=====>........................] - ETA: 17s 8/35 [=====>........................] - ETA: 16s 9/35 [======>.......................] - ETA: 16s 10/35 [=======>......................] - ETA: 15s 11/35 [========>.....................] - ETA: 14s 12/35 [=========>....................] - ETA: 14s 13/35 [==========>...................] - ETA: 13s 14/35 [===========>..................] - ETA: 13s 15/35 [===========>..................] - ETA: 12s 16/35 [============>.................] - ETA: 11s 17/35 [=============>................] - ETA: 11s 18/35 [==============>...............] - ETA: 10s 19/35 [===============>..............] - ETA: 9s  20/35 [================>.............] - ETA: 9s 21/35 [=================>............] - ETA: 8s 22/35 [=================>............] - ETA: 8s 23/35 [==================>...........] - ETA: 7s 24/35 [===================>..........] - ETA: 6s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 5s 27/35 [======================>.......] - ETA: 4s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 3s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 1s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 22s 634ms/step inserting motif: dnase_2 TGTACTTACGAA 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 20s 3/35 [=>............................] - ETA: 19s 4/35 [==>...........................] - ETA: 19s 5/35 [===>..........................] - ETA: 18s 6/35 [====>.........................] - ETA: 18s 7/35 [=====>........................] - ETA: 17s 8/35 [=====>........................] - ETA: 16s 9/35 [======>.......................] - ETA: 16s 10/35 [=======>......................] - ETA: 15s 11/35 [========>.....................] - ETA: 14s 12/35 [=========>....................] - ETA: 14s 13/35 [==========>...................] - ETA: 13s 14/35 [===========>..................] - ETA: 13s 15/35 [===========>..................] - ETA: 12s 16/35 [============>.................] - ETA: 11s 17/35 [=============>................] - ETA: 11s 18/35 [==============>...............] - ETA: 10s 19/35 [===============>..............] - ETA: 9s  20/35 [================>.............] - ETA: 9s 21/35 [=================>............] - ETA: 8s 22/35 [=================>............] - ETA: 8s 23/35 [==================>...........] - ETA: 7s 24/35 [===================>..........] - ETA: 6s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 5s 27/35 [======================>.......] - ETA: 4s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 3s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 1s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 22s 634ms/step 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 20s 3/35 [=>............................] - ETA: 19s 4/35 [==>...........................] - ETA: 19s 5/35 [===>..........................] - ETA: 18s 6/35 [====>.........................] - ETA: 18s 7/35 [=====>........................] - ETA: 17s 8/35 [=====>........................] - ETA: 16s 9/35 [======>.......................] - ETA: 16s 10/35 [=======>......................] - ETA: 15s 11/35 [========>.....................] - ETA: 14s 12/35 [=========>....................] - ETA: 14s 13/35 [==========>...................] - ETA: 13s 14/35 [===========>..................] - ETA: 13s 15/35 [===========>..................] - ETA: 12s 16/35 [============>.................] - ETA: 11s 17/35 [=============>................] - ETA: 11s 18/35 [==============>...............] - ETA: 10s 19/35 [===============>..............] - ETA: 9s  20/35 [================>.............] - ETA: 9s 21/35 [=================>............] - ETA: 8s 22/35 [=================>............] - ETA: 8s 23/35 [==================>...........] - ETA: 7s 24/35 [===================>..........] - ETA: 6s 25/35 [====================>.........] - ETA: 6s 26/35 [=====================>........] - ETA: 5s 27/35 [======================>.......] - ETA: 4s 28/35 [=======================>......] - ETA: 4s 29/35 [=======================>......] - ETA: 3s 30/35 [========================>.....] - ETA: 3s 31/35 [=========================>....] - ETA: 2s 32/35 [==========================>...] - ETA: 1s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 22s 634ms/step Saving marginal footprints 2022-10-15_15-46-08: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-15_15-46-08: 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/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR856XGY//chrombppnet_model_encsr880cub_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/35 [..............................] - ETA: 1:24 3/35 [=>............................] - ETA: 0s  4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 6/35 [====>.........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 8/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 10/35 [=======>......................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 14/35 [===========>..................] - ETA: 0s 16/35 [============>.................] - ETA: 0s 18/35 [==============>...............] - ETA: 0s 20/35 [================>.............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 22/35 [=================>............] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 5s 62ms/step 1/35 [..............................] - ETA: 0s 3/35 [=>............................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 17/35 [=============>................] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 51ms/step inserting motif: dnase_2 TGTACTTACGAA 1/35 [..............................] - ETA: 0s 3/35 [=>............................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 15/35 [===========>..................] - ETA: 0s 17/35 [=============>................] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 2s 51ms/step 1/35 [..............................] - ETA: 0s 3/35 [=>............................] - ETA: 1s 5/35 [===>..........................] - ETA: 1s 7/35 [=====>........................] - ETA: 1s 9/35 [======>.......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 15/35 [===========>..................] - ETA: 0s 17/35 [=============>................] - ETA: 0s 19/35 [===============>..............] - ETA: 0s 21/35 [=================>............] - ETA: 0s 23/35 [==================>...........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - 2s 50ms/step Saving marginal footprints