2022-10-17_03-43-55: 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//ENCSR822GDF//preprocessing/bigWigs/ENCSR822GDF.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR822GDF//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR822GDF//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.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_2/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr5', 'chr6', 'chr8', 'chr9', 'chr10', 'chr13', 'chr14', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chrX', 'chr22', 'chr7'] Number of peaks input: 163671 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 163671 Number of peaks input: 36329 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 36329 Number of non peaks input: 165868 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 165868 Number of non peaks input: 34131 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 34131 Number of peaks after removing outliers: 161870 Number of nonpeaks after removing outliers: 146650 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4583 [..............................] - ETA: 12:08:22 7/4583 [..............................] - ETA: 38s  13/4583 [..............................] - ETA: 40s 19/4583 [..............................] - ETA: 40s 25/4583 [..............................] - ETA: 40s 31/4583 [..............................] - ETA: 40s 37/4583 [..............................] - ETA: 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ETA: 0s 4542/4583 [============================>.] - ETA: 0s 4548/4583 [============================>.] - ETA: 0s 4554/4583 [============================>.] - ETA: 0s 4560/4583 [============================>.] - ETA: 0s 4566/4583 [============================>.] - ETA: 0s 4572/4583 [============================>.] - ETA: 0s 4578/4583 [============================>.] - ETA: 0s 4583/4583 [==============================] - ETA: 0s 4583/4583 [==============================] - 51s 9ms/step 2022-10-17_03-53-43: 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//ENCSR822GDF//preprocessing/bigWigs/ENCSR822GDF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.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': '18.1', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(147750, 10) loading nonpeaks... got split:train for bed regions:(133174, 10) loading peaks... got split:valid for bed regions:(14120, 10) loading nonpeaks... got split:valid for bed regions:(13476, 10) Epoch 1/50 1/2540 [..............................] - ETA: 7:11:35 - loss: 638.2670 - logits_profile_predictions_loss: 602.6885 - logcount_predictions_loss: 1.9657 2/2540 [..............................] - ETA: 24:01 - loss: 958.6220 - logits_profile_predictions_loss: 607.0049 - logcount_predictions_loss: 19.4264  3/2540 [..............................] - ETA: 23:57 - loss: 998.4190 - logits_profile_predictions_loss: 611.8163 - logcount_predictions_loss: 21.3593 4/2540 [..............................] - ETA: 23:56 - loss: 986.4167 - logits_profile_predictions_loss: 608.8427 - logcount_predictions_loss: 20.8604 5/2540 [..............................] - ETA: 23:55 - loss: 966.9544 - logits_profile_predictions_loss: 607.2287 - logcount_predictions_loss: 19.8743 6/2540 [..............................] - ETA: 23:53 - loss: 945.9816 - logits_profile_predictions_loss: 605.1920 - logcount_predictions_loss: 18.8282 7/2540 [..............................] - ETA: 23:52 - loss: 928.0899 - logits_profile_predictions_loss: 604.9940 - logcount_predictions_loss: 17.8506 8/2540 [..............................] - ETA: 23:51 - loss: 911.4733 - logits_profile_predictions_loss: 604.5158 - logcount_predictions_loss: 16.9590 9/2540 [..............................] - ETA: 23:50 - loss: 896.7274 - logits_profile_predictions_loss: 604.2520 - logcount_predictions_loss: 16.1589 10/2540 [..............................] - ETA: 23:49 - loss: 883.5526 - logits_profile_predictions_loss: 604.0363 - logcount_predictions_loss: 15.4429 11/2540 [..............................] - ETA: 23:49 - loss: 872.2039 - logits_profile_predictions_loss: 604.3237 - logcount_predictions_loss: 14.8000 12/2540 [..............................] - ETA: 23:48 - loss: 862.3620 - logits_profile_predictions_loss: 604.9459 - logcount_predictions_loss: 14.2219 13/2540 [..............................] - ETA: 23:47 - loss: 853.2579 - logits_profile_predictions_loss: 605.3347 - logcount_predictions_loss: 13.6974 14/2540 [..............................] - ETA: 23:46 - loss: 845.7148 - logits_profile_predictions_loss: 606.3701 - logcount_predictions_loss: 13.2235 15/2540 [..............................] - ETA: 23:46 - loss: 838.8656 - logits_profile_predictions_loss: 607.3396 - logcount_predictions_loss: 12.7915 16/2540 [..............................] - ETA: 23:45 - loss: 832.5872 - logits_profile_predictions_loss: 608.2209 - logcount_predictions_loss: 12.3959 17/2540 [..............................] - ETA: 23:44 - loss: 826.6608 - logits_profile_predictions_loss: 608.8968 - logcount_predictions_loss: 12.0312 18/2540 [..............................] - ETA: 23:44 - loss: 821.2236 - logits_profile_predictions_loss: 609.5479 - logcount_predictions_loss: 11.6948 19/2540 [..............................] - ETA: 23:43 - loss: 816.2451 - logits_profile_predictions_loss: 610.2124 - logcount_predictions_loss: 11.3830 20/2540 [..............................] - ETA: 23:42 - loss: 811.6530 - logits_profile_predictions_loss: 610.8587 - logcount_predictions_loss: 11.0936 21/2540 [..............................] - ETA: 23:42 - loss: 807.3073 - logits_profile_predictions_loss: 611.4046 - logcount_predictions_loss: 10.8234 22/2540 [..............................] - ETA: 23:42 - loss: 803.3105 - logits_profile_predictions_loss: 611.9705 - logcount_predictions_loss: 10.5713 23/2540 [..............................] - ETA: 23:41 - loss: 799.5495 - logits_profile_predictions_loss: 612.4832 - logcount_predictions_loss: 10.3352 24/2540 [..............................] - ETA: 23:40 - loss: 796.0879 - logits_profile_predictions_loss: 613.0244 - logcount_predictions_loss: 10.1140 25/2540 [..............................] - ETA: 23:40 - loss: 792.7986 - logits_profile_predictions_loss: 613.5125 - logcount_predictions_loss: 9.9053  26/2540 [..............................] - ETA: 23:39 - loss: 789.5723 - logits_profile_predictions_loss: 613.8592 - logcount_predictions_loss: 9.7079 27/2540 [..............................] - ETA: 23:39 - loss: 786.4510 - logits_profile_predictions_loss: 614.1182 - logcount_predictions_loss: 9.5211 28/2540 [..............................] - ETA: 23:38 - loss: 783.3550 - logits_profile_predictions_loss: 614.2315 - logcount_predictions_loss: 9.3438 29/2540 [..............................] - ETA: 23:38 - loss: 780.4346 - logits_profile_predictions_loss: 614.3485 - logcount_predictions_loss: 9.1760 30/2540 [..............................] - ETA: 23:37 - loss: 777.7124 - logits_profile_predictions_loss: 614.5074 - logcount_predictions_loss: 9.0169 31/2540 [..............................] - ETA: 23:36 - loss: 775.0891 - logits_profile_predictions_loss: 614.6243 - logcount_predictions_loss: 8.8655 32/2540 [..............................] - ETA: 23:36 - loss: 772.5910 - logits_profile_predictions_loss: 614.7357 - logcount_predictions_loss: 8.7213 33/2540 [..............................] - ETA: 23:36 - loss: 770.1418 - logits_profile_predictions_loss: 614.7820 - logcount_predictions_loss: 8.5834 34/2540 [..............................] - ETA: 23:35 - loss: 767.7579 - logits_profile_predictions_loss: 614.7848 - logcount_predictions_loss: 8.4515 35/2540 [..............................] - ETA: 23:35 - loss: 765.5657 - logits_profile_predictions_loss: 614.8661 - logcount_predictions_loss: 8.3259 36/2540 [..............................] - ETA: 23:34 - loss: 763.4957 - logits_profile_predictions_loss: 614.9696 - logcount_predictions_loss: 8.2059 37/2540 [..............................] - ETA: 23:34 - loss: 761.5959 - logits_profile_predictions_loss: 615.1432 - logcount_predictions_loss: 8.0913 38/2540 [..............................] - ETA: 23:33 - loss: 759.7802 - logits_profile_predictions_loss: 615.3159 - logcount_predictions_loss: 7.9815 39/2540 [..............................] - ETA: 23:33 - loss: 758.0194 - logits_profile_predictions_loss: 615.4632 - logcount_predictions_loss: 7.8760 40/2540 [..............................] - ETA: 23:32 - loss: 756.3531 - logits_profile_predictions_loss: 615.6263 - logcount_predictions_loss: 7.7750 41/2540 [..............................] - ETA: 23:32 - loss: 754.7330 - logits_profile_predictions_loss: 615.7666 - logcount_predictions_loss: 7.6777 42/2540 [..............................] - ETA: 23:31 - loss: 753.1311 - logits_profile_predictions_loss: 615.8622 - logcount_predictions_loss: 7.5839 43/2540 [..............................] - ETA: 23:31 - loss: 751.6015 - logits_profile_predictions_loss: 615.9662 - logcount_predictions_loss: 7.4937 44/2540 [..............................] - ETA: 23:30 - loss: 750.0945 - logits_profile_predictions_loss: 616.0370 - logcount_predictions_loss: 7.4065 45/2540 [..............................] - ETA: 23:30 - loss: 748.6351 - logits_profile_predictions_loss: 616.0995 - logcount_predictions_loss: 7.3224 46/2540 [..............................] - ETA: 23:29 - loss: 747.2122 - logits_profile_predictions_loss: 616.1463 - logcount_predictions_loss: 7.2412 47/2540 [..............................] - ETA: 23:29 - loss: 745.8573 - logits_profile_predictions_loss: 616.2098 - logcount_predictions_loss: 7.1628 48/2540 [..............................] - ETA: 23:28 - loss: 744.5501 - logits_profile_predictions_loss: 616.2742 - logcount_predictions_loss: 7.0871 49/2540 [..............................] - ETA: 23:27 - loss: 743.3259 - logits_profile_predictions_loss: 616.3710 - logcount_predictions_loss: 7.0141 50/2540 [..............................] - ETA: 23:27 - loss: 742.1505 - logits_profile_predictions_loss: 616.4716 - logcount_predictions_loss: 6.9436 51/2540 [..............................] - ETA: 23:26 - loss: 741.0150 - logits_profile_predictions_loss: 616.5709 - logcount_predictions_loss: 6.8754 52/2540 [..............................] - ETA: 23:26 - loss: 739.9050 - logits_profile_predictions_loss: 616.6581 - logcount_predictions_loss: 6.8092 53/2540 [..............................] - ETA: 23:25 - loss: 738.8452 - logits_profile_predictions_loss: 616.7569 - logcount_predictions_loss: 6.7452 54/2540 [..............................] - ETA: 23:25 - loss: 737.8022 - logits_profile_predictions_loss: 616.8391 - logcount_predictions_loss: 6.6830 55/2540 [..............................] - ETA: 23:24 - loss: 736.7747 - logits_profile_predictions_loss: 616.9054 - logcount_predictions_loss: 6.6226 56/2540 [..............................] - ETA: 23:24 - loss: 735.8234 - logits_profile_predictions_loss: 617.0112 - logcount_predictions_loss: 6.5642 57/2540 [..............................] - ETA: 23:23 - loss: 734.9146 - logits_profile_predictions_loss: 617.1286 - logcount_predictions_loss: 6.5075 58/2540 [..............................] - ETA: 23:23 - loss: 734.0278 - logits_profile_predictions_loss: 617.2392 - logcount_predictions_loss: 6.4524 59/2540 [..............................] - ETA: 23:22 - loss: 733.1558 - logits_profile_predictions_loss: 617.3381 - logcount_predictions_loss: 6.3988 60/2540 [..............................] - ETA: 23:22 - loss: 732.2871 - logits_profile_predictions_loss: 617.4156 - logcount_predictions_loss: 6.3465 61/2540 [..............................] - ETA: 23:21 - loss: 731.4788 - logits_profile_predictions_loss: 617.5238 - logcount_predictions_loss: 6.2959 62/2540 [..............................] - ETA: 23:21 - loss: 730.6953 - logits_profile_predictions_loss: 617.6321 - logcount_predictions_loss: 6.2466 63/2540 [..............................] - ETA: 23:20 - loss: 729.9400 - logits_profile_predictions_loss: 617.7453 - logcount_predictions_loss: 6.1986 64/2540 [..............................] - ETA: 23:20 - loss: 729.2054 - logits_profile_predictions_loss: 617.8560 - logcount_predictions_loss: 6.1519 65/2540 [..............................] - ETA: 23:19 - loss: 728.5009 - logits_profile_predictions_loss: 617.9745 - logcount_predictions_loss: 6.1064 66/2540 [..............................] - ETA: 23:18 - loss: 727.8135 - logits_profile_predictions_loss: 618.0898 - logcount_predictions_loss: 6.0621 67/2540 [..............................] - ETA: 23:18 - loss: 727.1476 - logits_profile_predictions_loss: 618.2066 - logcount_predictions_loss: 6.0188 68/2540 [..............................] - ETA: 23:17 - loss: 726.4832 - logits_profile_predictions_loss: 618.3072 - logcount_predictions_loss: 5.9766 69/2540 [..............................] - ETA: 23:17 - loss: 725.8540 - logits_profile_predictions_loss: 618.4227 - logcount_predictions_loss: 5.9354 70/2540 [..............................] - ETA: 23:16 - loss: 725.2432 - logits_profile_predictions_loss: 618.5390 - logcount_predictions_loss: 5.8953 71/2540 [..............................] - ETA: 23:16 - loss: 724.6476 - logits_profile_predictions_loss: 618.6524 - logcount_predictions_loss: 5.8561 72/2540 [..............................] - ETA: 23:15 - loss: 724.0795 - logits_profile_predictions_loss: 618.7759 - logcount_predictions_loss: 5.8179 73/2540 [..............................] - ETA: 23:15 - loss: 723.5058 - logits_profile_predictions_loss: 618.8791 - logcount_predictions_loss: 5.7805 74/2540 [..............................] - ETA: 23:14 - loss: 722.9482 - logits_profile_predictions_loss: 618.9832 - logcount_predictions_loss: 5.7439 75/2540 [..............................] - ETA: 23:14 - loss: 722.4144 - logits_profile_predictions_loss: 619.0952 - logcount_predictions_loss: 5.7082 76/2540 [..............................] - ETA: 23:13 - loss: 721.8952 - logits_profile_predictions_loss: 619.2073 - logcount_predictions_loss: 5.6734 77/2540 [..............................] - ETA: 23:13 - loss: 721.3788 - logits_profile_predictions_loss: 619.3094 - logcount_predictions_loss: 5.6392 78/2540 [..............................] - ETA: 23:12 - loss: 720.8889 - logits_profile_predictions_loss: 619.4227 - logcount_predictions_loss: 5.6059 79/2540 [..............................] - ETA: 23:11 - loss: 720.4069 - logits_profile_predictions_loss: 619.5311 - logcount_predictions_loss: 5.5733 80/2540 [..............................] - ETA: 23:11 - loss: 719.9358 - logits_profile_predictions_loss: 619.6376 - logcount_predictions_loss: 5.5413 81/2540 [..............................] - ETA: 23:10 - loss: 719.4654 - logits_profile_predictions_loss: 619.7335 - logcount_predictions_loss: 5.5101 82/2540 [..............................] - ETA: 23:10 - loss: 718.9953 - logits_profile_predictions_loss: 619.8190 - logcount_predictions_loss: 5.4794 83/2540 [..............................] - ETA: 23:09 - loss: 718.5433 - logits_profile_predictions_loss: 619.9101 - logcount_predictions_loss: 5.4493 84/2540 [..............................] - ETA: 23:09 - loss: 718.1006 - logits_profile_predictions_loss: 619.9996 - logcount_predictions_loss: 5.4199 85/2540 [>.............................] - ETA: 23:08 - loss: 717.6664 - logits_profile_predictions_loss: 620.0871 - logcount_predictions_loss: 5.3911 86/2540 [>.............................] - ETA: 23:08 - loss: 717.2334 - logits_profile_predictions_loss: 620.1661 - logcount_predictions_loss: 5.3628 87/2540 [>.............................] - ETA: 23:07 - loss: 716.8091 - logits_profile_predictions_loss: 620.2437 - logcount_predictions_loss: 5.3351 88/2540 [>.............................] - ETA: 23:06 - loss: 716.3868 - logits_profile_predictions_loss: 620.3141 - logcount_predictions_loss: 5.3079 89/2540 [>.............................] - ETA: 23:06 - loss: 715.9844 - logits_profile_predictions_loss: 620.3942 - logcount_predictions_loss: 5.2812 90/2540 [>.............................] - ETA: 23:05 - loss: 715.5922 - logits_profile_predictions_loss: 620.4753 - logcount_predictions_loss: 5.2551 91/2540 [>.............................] - ETA: 23:05 - loss: 715.2065 - logits_profile_predictions_loss: 620.5539 - logcount_predictions_loss: 5.2294 92/2540 [>.............................] - ETA: 23:04 - loss: 714.8268 - logits_profile_predictions_loss: 620.6301 - logcount_predictions_loss: 5.2042 93/2540 [>.............................] - ETA: 23:04 - loss: 714.4575 - logits_profile_predictions_loss: 620.7080 - logcount_predictions_loss: 5.1795 94/2540 [>.............................] - ETA: 23:03 - loss: 714.1039 - logits_profile_predictions_loss: 620.7927 - logcount_predictions_loss: 5.1553 95/2540 [>.............................] - ETA: 23:03 - loss: 713.7652 - logits_profile_predictions_loss: 620.8834 - logcount_predictions_loss: 5.1316 96/2540 [>.............................] - ETA: 23:02 - loss: 713.4223 - logits_profile_predictions_loss: 620.9629 - logcount_predictions_loss: 5.1083 97/2540 [>.............................] - ETA: 23:01 - loss: 713.0913 - logits_profile_predictions_loss: 621.0463 - logcount_predictions_loss: 5.0854 98/2540 [>.............................] - ETA: 23:01 - loss: 712.7589 - logits_profile_predictions_loss: 621.1218 - logcount_predictions_loss: 5.0628 99/2540 [>.............................] - ETA: 23:00 - loss: 712.4246 - logits_profile_predictions_loss: 621.1888 - logcount_predictions_loss: 5.0406 100/2540 [>.............................] - ETA: 23:00 - loss: 712.0992 - logits_profile_predictions_loss: 621.2580 - logcount_predictions_loss: 5.0189 101/2540 [>.............................] - ETA: 22:59 - loss: 711.7744 - logits_profile_predictions_loss: 621.3217 - logcount_predictions_loss: 4.9974 102/2540 [>.............................] - ETA: 22:59 - loss: 711.4463 - logits_profile_predictions_loss: 621.3766 - logcount_predictions_loss: 4.9762 103/2540 [>.............................] - ETA: 22:58 - loss: 711.1343 - logits_profile_predictions_loss: 621.4401 - logcount_predictions_loss: 4.9555 104/2540 [>.............................] - ETA: 22:57 - loss: 710.8296 - logits_profile_predictions_loss: 621.5043 - logcount_predictions_loss: 4.9351 105/2540 [>.............................] - ETA: 22:57 - loss: 710.5281 - logits_profile_predictions_loss: 621.5659 - logcount_predictions_loss: 4.9150 106/2540 [>.............................] - ETA: 22:56 - loss: 710.2205 - logits_profile_predictions_loss: 621.6164 - logcount_predictions_loss: 4.8953 107/2540 [>.............................] - ETA: 22:56 - loss: 709.9194 - logits_profile_predictions_loss: 621.6671 - logcount_predictions_loss: 4.8758 108/2540 [>.............................] - ETA: 22:55 - loss: 709.6257 - logits_profile_predictions_loss: 621.7194 - logcount_predictions_loss: 4.8567 109/2540 [>.............................] - ETA: 22:55 - loss: 709.3305 - logits_profile_predictions_loss: 621.7653 - logcount_predictions_loss: 4.8379 110/2540 [>.............................] - ETA: 22:54 - loss: 709.0331 - logits_profile_predictions_loss: 621.8046 - logcount_predictions_loss: 4.8193 111/2540 [>.............................] - ETA: 22:53 - loss: 708.7373 - logits_profile_predictions_loss: 621.8403 - logcount_predictions_loss: 4.8009 112/2540 [>.............................] - ETA: 22:53 - loss: 708.4461 - logits_profile_predictions_loss: 621.8757 - logcount_predictions_loss: 4.7829 113/2540 [>.............................] - ETA: 22:52 - loss: 708.1570 - logits_profile_predictions_loss: 621.9085 - logcount_predictions_loss: 4.7651 114/2540 [>.............................] - ETA: 22:52 - loss: 707.8646 - logits_profile_predictions_loss: 621.9338 - logcount_predictions_loss: 4.7476 115/2540 [>.............................] - ETA: 22:51 - loss: 707.5747 - logits_profile_predictions_loss: 621.9572 - logcount_predictions_loss: 4.7302 116/2540 [>.............................] - ETA: 22:50 - loss: 707.2909 - logits_profile_predictions_loss: 621.9816 - logcount_predictions_loss: 4.7132 117/2540 [>.............................] - ETA: 22:50 - loss: 707.0108 - logits_profile_predictions_loss: 622.0054 - logcount_predictions_loss: 4.6964 118/2540 [>.............................] - ETA: 22:49 - loss: 706.7323 - logits_profile_predictions_loss: 622.0269 - logcount_predictions_loss: 4.6799 119/2540 [>.............................] - ETA: 22:49 - loss: 706.4565 - logits_profile_predictions_loss: 622.0470 - logcount_predictions_loss: 4.6635 120/2540 [>.............................] - ETA: 22:48 - loss: 706.1820 - logits_profile_predictions_loss: 622.0643 - logcount_predictions_loss: 4.6474 121/2540 [>.............................] - ETA: 22:47 - loss: 705.9057 - logits_profile_predictions_loss: 622.0765 - logcount_predictions_loss: 4.6315 122/2540 [>.............................] - ETA: 22:47 - loss: 705.6369 - logits_profile_predictions_loss: 622.0917 - logcount_predictions_loss: 4.6158 123/2540 [>.............................] - ETA: 22:46 - loss: 705.3715 - logits_profile_predictions_loss: 622.1063 - logcount_predictions_loss: 4.6003 124/2540 [>.............................] - ETA: 22:46 - loss: 705.1125 - logits_profile_predictions_loss: 622.1231 - logcount_predictions_loss: 4.5851 125/2540 [>.............................] - ETA: 22:45 - loss: 704.8563 - logits_profile_predictions_loss: 622.1390 - logcount_predictions_loss: 4.5700 126/2540 [>.............................] - ETA: 22:45 - loss: 704.6012 - logits_profile_predictions_loss: 622.1525 - logcount_predictions_loss: 4.5552 127/2540 [>.............................] - ETA: 22:44 - loss: 704.3451 - logits_profile_predictions_loss: 622.1621 - logcount_predictions_loss: 4.5405 128/2540 [>.............................] - ETA: 22:43 - loss: 704.0994 - logits_profile_predictions_loss: 622.1778 - logcount_predictions_loss: 4.5261 129/2540 [>.............................] - ETA: 22:43 - loss: 703.8557 - logits_profile_predictions_loss: 622.1921 - logcount_predictions_loss: 4.5118 130/2540 [>.............................] - ETA: 22:42 - loss: 703.6168 - logits_profile_predictions_loss: 622.2075 - logcount_predictions_loss: 4.4978 131/2540 [>.............................] - ETA: 22:42 - loss: 703.3813 - logits_profile_predictions_loss: 622.2230 - logcount_predictions_loss: 4.4839 132/2540 [>.............................] - ETA: 22:41 - loss: 703.1419 - logits_profile_predictions_loss: 622.2320 - logcount_predictions_loss: 4.4702 133/2540 [>.............................] - ETA: 22:40 - loss: 702.9089 - logits_profile_predictions_loss: 622.2438 - logcount_predictions_loss: 4.4566 134/2540 [>.............................] - ETA: 22:40 - loss: 702.6856 - logits_profile_predictions_loss: 622.2615 - logcount_predictions_loss: 4.4433 135/2540 [>.............................] - ETA: 22:39 - loss: 702.4673 - logits_profile_predictions_loss: 622.2809 - logcount_predictions_loss: 4.4302 136/2540 [>.............................] - ETA: 22:39 - loss: 702.2499 - logits_profile_predictions_loss: 622.2982 - logcount_predictions_loss: 4.4172 137/2540 [>.............................] - ETA: 22:38 - loss: 702.0351 - logits_profile_predictions_loss: 622.3154 - logcount_predictions_loss: 4.4044 138/2540 [>.............................] - ETA: 22:38 - loss: 701.8201 - logits_profile_predictions_loss: 622.3297 - logcount_predictions_loss: 4.3917 139/2540 [>.............................] - ETA: 22:37 - loss: 701.6124 - logits_profile_predictions_loss: 622.3480 - logcount_predictions_loss: 4.3793 140/2540 [>.............................] - ETA: 22:36 - loss: 701.4109 - logits_profile_predictions_loss: 622.3695 - logcount_predictions_loss: 4.3669 141/2540 [>.............................] - ETA: 22:36 - loss: 701.2097 - logits_profile_predictions_loss: 622.3888 - logcount_predictions_loss: 4.3547 142/2540 [>.............................] - ETA: 22:35 - loss: 701.0117 - logits_profile_predictions_loss: 622.4085 - logcount_predictions_loss: 4.3427 143/2540 [>.............................] - ETA: 22:35 - loss: 700.8166 - logits_profile_predictions_loss: 622.4285 - logcount_predictions_loss: 4.3308 144/2540 [>.............................] - ETA: 22:34 - loss: 700.6208 - logits_profile_predictions_loss: 622.4455 - logcount_predictions_loss: 4.3191 145/2540 [>.............................] - ETA: 22:34 - loss: 700.4210 - logits_profile_predictions_loss: 622.4564 - logcount_predictions_loss: 4.3074 146/2540 [>.............................] - ETA: 22:33 - loss: 700.2225 - logits_profile_predictions_loss: 622.4663 - logcount_predictions_loss: 4.2959 147/2540 [>.............................] - ETA: 22:32 - loss: 700.0236 - logits_profile_predictions_loss: 622.4735 - logcount_predictions_loss: 4.2845 148/2540 [>.............................] - ETA: 22:32 - loss: 699.8272 - logits_profile_predictions_loss: 622.4809 - logcount_predictions_loss: 4.2733 149/2540 [>.............................] - ETA: 22:31 - loss: 699.6294 - logits_profile_predictions_loss: 622.4849 - logcount_predictions_loss: 4.2621 150/2540 [>.............................] - ETA: 22:31 - loss: 699.4342 - logits_profile_predictions_loss: 622.4891 - logcount_predictions_loss: 4.2511 151/2540 [>.............................] - ETA: 22:30 - loss: 699.2411 - logits_profile_predictions_loss: 622.4930 - logcount_predictions_loss: 4.2402 152/2540 [>.............................] - ETA: 22:30 - loss: 699.0538 - logits_profile_predictions_loss: 622.5001 - logcount_predictions_loss: 4.2295 153/2540 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logits_profile_predictions_loss: 622.5399 - logcount_predictions_loss: 4.1575 160/2540 [>.............................] - ETA: 22:25 - loss: 697.6184 - logits_profile_predictions_loss: 622.5449 - logcount_predictions_loss: 4.1477 161/2540 [>.............................] - ETA: 22:24 - loss: 697.4458 - logits_profile_predictions_loss: 622.5483 - logcount_predictions_loss: 4.1380 162/2540 [>.............................] - ETA: 22:24 - loss: 697.2729 - logits_profile_predictions_loss: 622.5498 - logcount_predictions_loss: 4.1284 163/2540 [>.............................] - ETA: 22:23 - loss: 697.1029 - logits_profile_predictions_loss: 622.5520 - logcount_predictions_loss: 4.1188 164/2540 [>.............................] - ETA: 22:23 - loss: 696.9334 - logits_profile_predictions_loss: 622.5531 - logcount_predictions_loss: 4.1094 165/2540 [>.............................] - ETA: 22:22 - loss: 696.7654 - logits_profile_predictions_loss: 622.5538 - logcount_predictions_loss: 4.1001 166/2540 [>.............................] - ETA: 22:22 - loss: 696.5996 - logits_profile_predictions_loss: 622.5549 - logcount_predictions_loss: 4.0909 167/2540 [>.............................] - ETA: 22:21 - loss: 696.4343 - logits_profile_predictions_loss: 622.5548 - logcount_predictions_loss: 4.0817 168/2540 [>.............................] - ETA: 22:21 - loss: 696.2665 - logits_profile_predictions_loss: 622.5509 - logcount_predictions_loss: 4.0727 169/2540 [>.............................] - ETA: 22:20 - loss: 696.0978 - logits_profile_predictions_loss: 622.5447 - logcount_predictions_loss: 4.0637 170/2540 [=>............................] - ETA: 22:19 - loss: 695.9336 - logits_profile_predictions_loss: 622.5411 - logcount_predictions_loss: 4.0548 171/2540 [=>............................] - ETA: 22:19 - loss: 695.7697 - logits_profile_predictions_loss: 622.5362 - logcount_predictions_loss: 4.0461 172/2540 [=>............................] - ETA: 22:18 - loss: 695.6082 - logits_profile_predictions_loss: 622.5320 - logcount_predictions_loss: 4.0374 173/2540 [=>............................] - ETA: 22:18 - loss: 695.4460 - logits_profile_predictions_loss: 622.5257 - logcount_predictions_loss: 4.0287 174/2540 [=>............................] - ETA: 22:17 - loss: 695.2829 - logits_profile_predictions_loss: 622.5173 - logcount_predictions_loss: 4.0202 175/2540 [=>............................] - ETA: 22:17 - loss: 695.1221 - logits_profile_predictions_loss: 622.5095 - logcount_predictions_loss: 4.0117 176/2540 [=>............................] - ETA: 22:16 - loss: 694.9626 - logits_profile_predictions_loss: 622.5016 - logcount_predictions_loss: 4.0034 177/2540 [=>............................] - ETA: 22:16 - loss: 694.8070 - logits_profile_predictions_loss: 622.4959 - logcount_predictions_loss: 3.9951 178/2540 [=>............................] - ETA: 22:15 - loss: 694.6529 - logits_profile_predictions_loss: 622.4903 - logcount_predictions_loss: 3.9869 179/2540 [=>............................] - ETA: 22:14 - loss: 694.5015 - logits_profile_predictions_loss: 622.4857 - logcount_predictions_loss: 3.9788 180/2540 [=>............................] - ETA: 22:14 - loss: 694.3528 - logits_profile_predictions_loss: 622.4823 - logcount_predictions_loss: 3.9707 181/2540 [=>............................] - ETA: 22:13 - loss: 694.2053 - logits_profile_predictions_loss: 622.4786 - logcount_predictions_loss: 3.9628 182/2540 [=>............................] - ETA: 22:13 - loss: 694.0630 - logits_profile_predictions_loss: 622.4785 - logcount_predictions_loss: 3.9549 183/2540 [=>............................] - ETA: 22:12 - loss: 693.9197 - logits_profile_predictions_loss: 622.4761 - logcount_predictions_loss: 3.9472 184/2540 [=>............................] - ETA: 22:12 - loss: 693.7787 - logits_profile_predictions_loss: 622.4745 - logcount_predictions_loss: 3.9395 185/2540 [=>............................] - ETA: 22:11 - loss: 693.6384 - logits_profile_predictions_loss: 622.4721 - logcount_predictions_loss: 3.9318 186/2540 [=>............................] - ETA: 22:11 - loss: 693.4985 - logits_profile_predictions_loss: 622.4691 - logcount_predictions_loss: 3.9243 187/2540 [=>............................] - ETA: 22:10 - loss: 693.3603 - logits_profile_predictions_loss: 622.4664 - logcount_predictions_loss: 3.9168 188/2540 [=>............................] - ETA: 22:09 - loss: 693.2240 - logits_profile_predictions_loss: 622.4644 - logcount_predictions_loss: 3.9094 189/2540 [=>............................] - ETA: 22:09 - loss: 693.0894 - logits_profile_predictions_loss: 622.4628 - logcount_predictions_loss: 3.9020 190/2540 [=>............................] - ETA: 22:08 - loss: 692.9553 - logits_profile_predictions_loss: 622.4604 - logcount_predictions_loss: 3.8947 191/2540 [=>............................] - ETA: 22:08 - loss: 692.8197 - logits_profile_predictions_loss: 622.4556 - logcount_predictions_loss: 3.8875 192/2540 [=>............................] - ETA: 22:07 - loss: 692.6849 - logits_profile_predictions_loss: 622.4506 - logcount_predictions_loss: 3.8804 193/2540 [=>............................] - ETA: 22:07 - loss: 692.5518 - logits_profile_predictions_loss: 622.4460 - logcount_predictions_loss: 3.8733 194/2540 [=>............................] - ETA: 22:06 - loss: 692.4217 - logits_profile_predictions_loss: 622.4431 - logcount_predictions_loss: 3.8662 195/2540 [=>............................] - ETA: 22:06 - loss: 692.2931 - logits_profile_predictions_loss: 622.4406 - logcount_predictions_loss: 3.8593 196/2540 [=>............................] - ETA: 22:05 - loss: 692.1643 - logits_profile_predictions_loss: 622.4369 - logcount_predictions_loss: 3.8523 197/2540 [=>............................] - ETA: 22:05 - loss: 692.0371 - logits_profile_predictions_loss: 622.4337 - logcount_predictions_loss: 3.8455 198/2540 [=>............................] - ETA: 22:04 - loss: 691.9099 - logits_profile_predictions_loss: 622.4295 - logcount_predictions_loss: 3.8387 199/2540 [=>............................] - ETA: 22:03 - loss: 691.7830 - logits_profile_predictions_loss: 622.4245 - logcount_predictions_loss: 3.8320 200/2540 [=>............................] - ETA: 22:03 - loss: 691.6559 - logits_profile_predictions_loss: 622.4184 - logcount_predictions_loss: 3.8253 201/2540 [=>............................] - ETA: 22:02 - loss: 691.5302 - logits_profile_predictions_loss: 622.4126 - logcount_predictions_loss: 3.8187 202/2540 [=>............................] - ETA: 22:02 - loss: 691.4042 - logits_profile_predictions_loss: 622.4056 - logcount_predictions_loss: 3.8121 203/2540 [=>............................] - ETA: 22:01 - loss: 691.2786 - logits_profile_predictions_loss: 622.3981 - logcount_predictions_loss: 3.8056 204/2540 [=>............................] - ETA: 22:01 - loss: 691.1526 - logits_profile_predictions_loss: 622.3894 - logcount_predictions_loss: 3.7991 205/2540 [=>............................] - ETA: 22:00 - loss: 691.0287 - logits_profile_predictions_loss: 622.3816 - logcount_predictions_loss: 3.7927 206/2540 [=>............................] - ETA: 22:00 - loss: 690.9037 - logits_profile_predictions_loss: 622.3720 - logcount_predictions_loss: 3.7863 207/2540 [=>............................] - ETA: 21:59 - loss: 690.7804 - logits_profile_predictions_loss: 622.3631 - logcount_predictions_loss: 3.7800 208/2540 [=>............................] - ETA: 21:58 - loss: 690.6563 - logits_profile_predictions_loss: 622.3526 - logcount_predictions_loss: 3.7737 209/2540 [=>............................] - ETA: 21:58 - loss: 690.5344 - logits_profile_predictions_loss: 622.3431 - logcount_predictions_loss: 3.7675 210/2540 [=>............................] - ETA: 21:57 - loss: 690.4099 - logits_profile_predictions_loss: 622.3305 - logcount_predictions_loss: 3.7613 211/2540 [=>............................] - ETA: 21:57 - loss: 690.2875 - logits_profile_predictions_loss: 622.3189 - logcount_predictions_loss: 3.7552 212/2540 [=>............................] - ETA: 21:56 - loss: 690.1656 - logits_profile_predictions_loss: 622.3070 - logcount_predictions_loss: 3.7491 213/2540 [=>............................] - ETA: 21:56 - loss: 690.0460 - logits_profile_predictions_loss: 622.2964 - logcount_predictions_loss: 3.7431 214/2540 [=>............................] - ETA: 21:55 - loss: 689.9270 - logits_profile_predictions_loss: 622.2855 - logcount_predictions_loss: 3.7371 215/2540 [=>............................] - ETA: 21:54 - loss: 689.8080 - logits_profile_predictions_loss: 622.2739 - logcount_predictions_loss: 3.7312 216/2540 [=>............................] - ETA: 21:54 - loss: 689.6889 - logits_profile_predictions_loss: 622.2614 - logcount_predictions_loss: 3.7253 217/2540 [=>............................] - ETA: 21:53 - loss: 689.5713 - logits_profile_predictions_loss: 622.2493 - logcount_predictions_loss: 3.7194 218/2540 [=>............................] - ETA: 21:53 - loss: 689.4555 - logits_profile_predictions_loss: 622.2382 - logcount_predictions_loss: 3.7137 219/2540 [=>............................] - ETA: 21:52 - loss: 689.3405 - logits_profile_predictions_loss: 622.2270 - logcount_predictions_loss: 3.7079 220/2540 [=>............................] - ETA: 21:51 - loss: 689.2275 - logits_profile_predictions_loss: 622.2168 - logcount_predictions_loss: 3.7023 221/2540 [=>............................] - ETA: 21:51 - loss: 689.1160 - logits_profile_predictions_loss: 622.2073 - logcount_predictions_loss: 3.6966 222/2540 [=>............................] - ETA: 21:50 - loss: 689.0049 - logits_profile_predictions_loss: 622.1974 - logcount_predictions_loss: 3.6910 223/2540 [=>............................] - ETA: 21:50 - loss: 688.8956 - logits_profile_predictions_loss: 622.1884 - logcount_predictions_loss: 3.6855 224/2540 [=>............................] - ETA: 21:49 - loss: 688.7888 - 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[=>............................] - ETA: 21:38 - loss: 686.7422 - logits_profile_predictions_loss: 621.9722 - logcount_predictions_loss: 3.5785 245/2540 [=>............................] - ETA: 21:37 - loss: 686.6441 - logits_profile_predictions_loss: 621.9592 - logcount_predictions_loss: 3.5738 246/2540 [=>............................] - ETA: 21:36 - loss: 686.5475 - logits_profile_predictions_loss: 621.9471 - logcount_predictions_loss: 3.5691 247/2540 [=>............................] - ETA: 21:36 - loss: 686.4517 - logits_profile_predictions_loss: 621.9351 - logcount_predictions_loss: 3.5645 248/2540 [=>............................] - ETA: 21:35 - loss: 686.3561 - logits_profile_predictions_loss: 621.9228 - logcount_predictions_loss: 3.5599 249/2540 [=>............................] - ETA: 21:35 - loss: 686.2612 - logits_profile_predictions_loss: 621.9105 - logcount_predictions_loss: 3.5553 250/2540 [=>............................] - ETA: 21:34 - loss: 686.1681 - 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[==>...........................] - ETA: 21:30 - loss: 685.5121 - logits_profile_predictions_loss: 621.8033 - logcount_predictions_loss: 3.5198 258/2540 [==>...........................] - ETA: 21:30 - loss: 685.4186 - logits_profile_predictions_loss: 621.7879 - logcount_predictions_loss: 3.5155 259/2540 [==>...........................] - ETA: 21:29 - loss: 685.3259 - logits_profile_predictions_loss: 621.7728 - logcount_predictions_loss: 3.5112 260/2540 [==>...........................] - ETA: 21:29 - loss: 685.2354 - logits_profile_predictions_loss: 621.7591 - logcount_predictions_loss: 3.5070 261/2540 [==>...........................] - ETA: 21:28 - loss: 685.1454 - logits_profile_predictions_loss: 621.7454 - logcount_predictions_loss: 3.5028 262/2540 [==>...........................] - ETA: 21:28 - loss: 685.0557 - logits_profile_predictions_loss: 621.7316 - logcount_predictions_loss: 3.4986 263/2540 [==>...........................] - ETA: 21:27 - loss: 684.9674 - 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[=====>........................] - ETA: 19:03 - loss: 671.1298 - logits_profile_predictions_loss: 618.1975 - logcount_predictions_loss: 2.9244 518/2540 [=====>........................] - ETA: 19:02 - loss: 671.0981 - logits_profile_predictions_loss: 618.1876 - logcount_predictions_loss: 2.9232 519/2540 [=====>........................] - ETA: 19:01 - loss: 671.0664 - logits_profile_predictions_loss: 618.1777 - logcount_predictions_loss: 2.9220 520/2540 [=====>........................] - ETA: 19:01 - loss: 671.0346 - logits_profile_predictions_loss: 618.1676 - logcount_predictions_loss: 2.9208 521/2540 [=====>........................] - ETA: 19:00 - loss: 671.0027 - logits_profile_predictions_loss: 618.1574 - logcount_predictions_loss: 2.9196 522/2540 [=====>........................] - ETA: 19:00 - loss: 670.9713 - logits_profile_predictions_loss: 618.1474 - logcount_predictions_loss: 2.9184 523/2540 [=====>........................] - ETA: 18:59 - loss: 670.9400 - 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[============================>.] - ETA: 33s - loss: 635.4441 - logits_profile_predictions_loss: 601.6368 - logcount_predictions_loss: 1.8678 2481/2540 [============================>.] - ETA: 33s - loss: 635.4326 - logits_profile_predictions_loss: 601.6311 - logcount_predictions_loss: 1.8675 2482/2540 [============================>.] - ETA: 32s - loss: 635.4211 - logits_profile_predictions_loss: 601.6255 - logcount_predictions_loss: 1.8671 2483/2540 [============================>.] - ETA: 32s - loss: 635.4096 - logits_profile_predictions_loss: 601.6199 - logcount_predictions_loss: 1.8668 2484/2540 [============================>.] - ETA: 31s - loss: 635.3981 - logits_profile_predictions_loss: 601.6143 - logcount_predictions_loss: 1.8665 2485/2540 [============================>.] - ETA: 31s - loss: 635.3866 - logits_profile_predictions_loss: 601.6087 - logcount_predictions_loss: 1.8662 2486/2540 [============================>.] - ETA: 30s - loss: 635.3752 - 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[============================>.] - ETA: 26s - loss: 635.2951 - logits_profile_predictions_loss: 601.5641 - logcount_predictions_loss: 1.8636 2494/2540 [============================>.] - ETA: 26s - loss: 635.2836 - logits_profile_predictions_loss: 601.5586 - logcount_predictions_loss: 1.8632 2495/2540 [============================>.] - ETA: 25s - loss: 635.2722 - logits_profile_predictions_loss: 601.5530 - logcount_predictions_loss: 1.8629 2496/2540 [============================>.] - ETA: 24s - loss: 635.2608 - logits_profile_predictions_loss: 601.5475 - logcount_predictions_loss: 1.8626 2497/2540 [============================>.] - ETA: 24s - loss: 635.2494 - logits_profile_predictions_loss: 601.5419 - logcount_predictions_loss: 1.8623 2498/2540 [============================>.] - ETA: 23s - loss: 635.2380 - logits_profile_predictions_loss: 601.5363 - logcount_predictions_loss: 1.8620 2499/2540 [============================>.] - ETA: 23s - loss: 635.2266 - 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[============================>.] - ETA: 19s - loss: 635.1469 - logits_profile_predictions_loss: 601.4919 - logcount_predictions_loss: 1.8594 2507/2540 [============================>.] - ETA: 18s - loss: 635.1355 - logits_profile_predictions_loss: 601.4863 - logcount_predictions_loss: 1.8591 2508/2540 [============================>.] - ETA: 18s - loss: 635.1241 - logits_profile_predictions_loss: 601.4808 - logcount_predictions_loss: 1.8587 2509/2540 [============================>.] - ETA: 17s - loss: 635.1127 - logits_profile_predictions_loss: 601.4752 - logcount_predictions_loss: 1.8584 2510/2540 [============================>.] - ETA: 16s - loss: 635.1013 - logits_profile_predictions_loss: 601.4696 - logcount_predictions_loss: 1.8581 2511/2540 [============================>.] - ETA: 16s - loss: 635.0900 - logits_profile_predictions_loss: 601.4641 - logcount_predictions_loss: 1.8578 2512/2540 [============================>.] - ETA: 15s - loss: 635.0786 - 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[============================>.] - ETA: 11s - loss: 634.9990 - logits_profile_predictions_loss: 601.4195 - logcount_predictions_loss: 1.8552 2520/2540 [============================>.] - ETA: 11s - loss: 634.9876 - logits_profile_predictions_loss: 601.4139 - logcount_predictions_loss: 1.8549 2521/2540 [============================>.] - ETA: 10s - loss: 634.9763 - logits_profile_predictions_loss: 601.4083 - logcount_predictions_loss: 1.8546 2522/2540 [============================>.] - ETA: 10s - loss: 634.9649 - logits_profile_predictions_loss: 601.4028 - logcount_predictions_loss: 1.8542 2523/2540 [============================>.] - ETA: 9s - loss: 634.9536 - logits_profile_predictions_loss: 601.3972 - logcount_predictions_loss: 1.8539  2524/2540 [============================>.] - ETA: 9s - loss: 634.9422 - logits_profile_predictions_loss: 601.3916 - logcount_predictions_loss: 1.8536 2525/2540 [============================>.] - ETA: 8s - loss: 634.9309 - logits_profile_predictions_loss: 601.3860 - logcount_predictions_loss: 1.8533 2526/2540 [============================>.] - ETA: 7s - loss: 634.9195 - logits_profile_predictions_loss: 601.3805 - logcount_predictions_loss: 1.8530 2527/2540 [============================>.] - ETA: 7s - loss: 634.9082 - logits_profile_predictions_loss: 601.3749 - logcount_predictions_loss: 1.8526 2528/2540 [============================>.] - ETA: 6s - loss: 634.8969 - logits_profile_predictions_loss: 601.3694 - logcount_predictions_loss: 1.8523 2529/2540 [============================>.] - ETA: 6s - loss: 634.8856 - logits_profile_predictions_loss: 601.3639 - logcount_predictions_loss: 1.8520 2530/2540 [============================>.] - ETA: 5s - loss: 634.8743 - logits_profile_predictions_loss: 601.3583 - logcount_predictions_loss: 1.8517 2531/2540 [============================>.] - ETA: 5s - loss: 634.8630 - logits_profile_predictions_loss: 601.3528 - logcount_predictions_loss: 1.8514 2532/2540 [============================>.] - ETA: 4s - loss: 634.8517 - logits_profile_predictions_loss: 601.3472 - logcount_predictions_loss: 1.8511 2533/2540 [============================>.] - ETA: 3s - loss: 634.8405 - logits_profile_predictions_loss: 601.3417 - logcount_predictions_loss: 1.8507 2534/2540 [============================>.] - ETA: 3s - loss: 634.8292 - logits_profile_predictions_loss: 601.3362 - logcount_predictions_loss: 1.8504 2535/2540 [============================>.] - ETA: 2s - loss: 634.8180 - logits_profile_predictions_loss: 601.3307 - logcount_predictions_loss: 1.8501 2536/2540 [============================>.] - ETA: 2s - loss: 634.8067 - logits_profile_predictions_loss: 601.3252 - logcount_predictions_loss: 1.8498 2537/2540 [============================>.] - ETA: 1s - loss: 634.7954 - logits_profile_predictions_loss: 601.3197 - logcount_predictions_loss: 1.8495 2538/2540 [============================>.] - ETA: 1s - loss: 634.7842 - logits_profile_predictions_loss: 601.3142 - logcount_predictions_loss: 1.8492 2539/2540 [============================>.] - ETA: 0s - loss: 634.7729 - logits_profile_predictions_loss: 601.3087 - logcount_predictions_loss: 1.8488 2540/2540 [==============================] - ETA: 0s - loss: 634.7617 - logits_profile_predictions_loss: 601.3031 - logcount_predictions_loss: 1.8485 2540/2540 [==============================] - 1497s 586ms/step - loss: 634.7504 - logits_profile_predictions_loss: 601.2976 - logcount_predictions_loss: 1.8482 - val_loss: 603.0203 - val_logits_profile_predictions_loss: 596.1120 - val_logcount_predictions_loss: 0.3817 Epoch 00001: val_loss improved from inf to 603.02032, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 2/50 1/2540 [..............................] - ETA: 24:39 - loss: 632.0598 - logits_profile_predictions_loss: 624.2489 - logcount_predictions_loss: 0.4315 2/2540 [..............................] - ETA: 23:57 - loss: 627.8429 - logits_profile_predictions_loss: 619.7979 - logcount_predictions_loss: 0.4445 3/2540 [..............................] - ETA: 23:56 - loss: 631.5042 - logits_profile_predictions_loss: 623.4118 - logcount_predictions_loss: 0.4471 4/2540 [..............................] - ETA: 23:56 - loss: 629.7971 - logits_profile_predictions_loss: 621.5813 - logcount_predictions_loss: 0.4539 5/2540 [..............................] - ETA: 23:55 - loss: 630.8905 - logits_profile_predictions_loss: 622.6338 - logcount_predictions_loss: 0.4562 6/2540 [..............................] - ETA: 23:53 - loss: 630.4230 - logits_profile_predictions_loss: 622.1825 - logcount_predictions_loss: 0.4553 7/2540 [..............................] - ETA: 23:52 - loss: 630.2177 - logits_profile_predictions_loss: 621.9430 - logcount_predictions_loss: 0.4572 8/2540 [..............................] - ETA: 23:51 - loss: 628.0856 - logits_profile_predictions_loss: 619.7983 - logcount_predictions_loss: 0.4579 9/2540 [..............................] - ETA: 23:50 - loss: 625.5114 - logits_profile_predictions_loss: 617.2407 - logcount_predictions_loss: 0.4569 10/2540 [..............................] - ETA: 23:50 - loss: 623.3634 - logits_profile_predictions_loss: 615.0985 - logcount_predictions_loss: 0.4566 11/2540 [..............................] - ETA: 23:49 - loss: 621.2407 - logits_profile_predictions_loss: 612.9796 - logcount_predictions_loss: 0.4564 12/2540 [..............................] - ETA: 23:49 - loss: 619.0694 - logits_profile_predictions_loss: 610.8094 - logcount_predictions_loss: 0.4564 13/2540 [..............................] - ETA: 23:48 - loss: 616.9874 - logits_profile_predictions_loss: 608.7390 - logcount_predictions_loss: 0.4557 14/2540 [..............................] - ETA: 23:48 - loss: 615.3364 - logits_profile_predictions_loss: 607.1034 - logcount_predictions_loss: 0.4549 15/2540 [..............................] - ETA: 23:47 - loss: 613.7370 - logits_profile_predictions_loss: 605.5182 - logcount_predictions_loss: 0.4541 16/2540 [..............................] - ETA: 23:47 - loss: 612.2054 - logits_profile_predictions_loss: 603.9976 - logcount_predictions_loss: 0.4535 17/2540 [..............................] - ETA: 23:46 - loss: 610.7135 - logits_profile_predictions_loss: 602.5152 - logcount_predictions_loss: 0.4529 18/2540 [..............................] - ETA: 23:45 - loss: 609.2963 - logits_profile_predictions_loss: 601.1064 - logcount_predictions_loss: 0.4525 19/2540 [..............................] - ETA: 23:45 - loss: 607.9014 - logits_profile_predictions_loss: 599.7233 - logcount_predictions_loss: 0.4518 20/2540 [..............................] - ETA: 23:44 - loss: 606.6461 - logits_profile_predictions_loss: 598.4780 - logcount_predictions_loss: 0.4513 21/2540 [..............................] - ETA: 23:43 - loss: 605.4612 - logits_profile_predictions_loss: 597.3083 - logcount_predictions_loss: 0.4504 22/2540 [..............................] - ETA: 23:42 - loss: 604.3851 - logits_profile_predictions_loss: 596.2486 - logcount_predictions_loss: 0.4495 23/2540 [..............................] - ETA: 23:42 - loss: 603.3522 - logits_profile_predictions_loss: 595.2330 - logcount_predictions_loss: 0.4486 24/2540 [..............................] - ETA: 23:41 - loss: 602.4744 - logits_profile_predictions_loss: 594.3721 - logcount_predictions_loss: 0.4476 25/2540 [..............................] - ETA: 23:41 - loss: 601.6187 - logits_profile_predictions_loss: 593.5283 - logcount_predictions_loss: 0.4470 26/2540 [..............................] - ETA: 23:40 - loss: 600.8317 - logits_profile_predictions_loss: 592.7537 - logcount_predictions_loss: 0.4463 27/2540 [..............................] - ETA: 23:39 - loss: 600.1091 - logits_profile_predictions_loss: 592.0409 - logcount_predictions_loss: 0.4458 28/2540 [..............................] - ETA: 23:39 - loss: 599.2896 - logits_profile_predictions_loss: 591.2312 - logcount_predictions_loss: 0.4452 29/2540 [..............................] - ETA: 23:38 - loss: 598.5255 - logits_profile_predictions_loss: 590.4768 - logcount_predictions_loss: 0.4447 30/2540 [..............................] - ETA: 23:38 - loss: 597.8690 - logits_profile_predictions_loss: 589.8311 - logcount_predictions_loss: 0.4441 31/2540 [..............................] - ETA: 23:38 - loss: 597.1909 - logits_profile_predictions_loss: 589.1650 - logcount_predictions_loss: 0.4434 32/2540 [..............................] - ETA: 23:38 - loss: 596.6380 - logits_profile_predictions_loss: 588.6247 - logcount_predictions_loss: 0.4427 33/2540 [..............................] - ETA: 23:37 - loss: 596.0962 - logits_profile_predictions_loss: 588.0947 - logcount_predictions_loss: 0.4421 34/2540 [..............................] - ETA: 23:36 - loss: 595.4800 - logits_profile_predictions_loss: 587.4892 - logcount_predictions_loss: 0.4415 35/2540 [..............................] - ETA: 23:36 - loss: 594.8692 - logits_profile_predictions_loss: 586.8884 - logcount_predictions_loss: 0.4409 36/2540 [..............................] - ETA: 23:35 - loss: 594.3137 - logits_profile_predictions_loss: 586.3431 - logcount_predictions_loss: 0.4404 37/2540 [..............................] - ETA: 23:34 - loss: 593.7262 - logits_profile_predictions_loss: 585.7667 - logcount_predictions_loss: 0.4398 38/2540 [..............................] - ETA: 23:34 - loss: 593.2773 - logits_profile_predictions_loss: 585.3277 - logcount_predictions_loss: 0.4392 39/2540 [..............................] - ETA: 23:33 - loss: 592.8759 - logits_profile_predictions_loss: 584.9356 - logcount_predictions_loss: 0.4387 40/2540 [..............................] - ETA: 23:32 - loss: 592.5103 - logits_profile_predictions_loss: 584.5799 - logcount_predictions_loss: 0.4381 41/2540 [..............................] - ETA: 23:32 - loss: 592.1530 - logits_profile_predictions_loss: 584.2335 - logcount_predictions_loss: 0.4375 42/2540 [..............................] - ETA: 23:31 - loss: 591.8166 - logits_profile_predictions_loss: 583.9075 - logcount_predictions_loss: 0.4370 43/2540 [..............................] - ETA: 23:31 - loss: 591.5148 - logits_profile_predictions_loss: 583.6161 - logcount_predictions_loss: 0.4364 44/2540 [..............................] - ETA: 23:30 - loss: 591.2110 - logits_profile_predictions_loss: 583.3230 - logcount_predictions_loss: 0.4358 45/2540 [..............................] - ETA: 23:29 - loss: 590.9338 - logits_profile_predictions_loss: 583.0568 - logcount_predictions_loss: 0.4352 46/2540 [..............................] - ETA: 23:29 - loss: 590.6938 - logits_profile_predictions_loss: 582.8267 - logcount_predictions_loss: 0.4346 47/2540 [..............................] - ETA: 23:28 - loss: 590.4612 - logits_profile_predictions_loss: 582.6044 - logcount_predictions_loss: 0.4341 48/2540 [..............................] - ETA: 23:28 - loss: 590.2201 - logits_profile_predictions_loss: 582.3720 - logcount_predictions_loss: 0.4336 49/2540 [..............................] - ETA: 23:27 - loss: 589.9664 - logits_profile_predictions_loss: 582.1266 - logcount_predictions_loss: 0.4331 50/2540 [..............................] - ETA: 23:26 - loss: 589.6979 - logits_profile_predictions_loss: 581.8667 - logcount_predictions_loss: 0.4327 51/2540 [..............................] - ETA: 23:26 - loss: 589.4421 - logits_profile_predictions_loss: 581.6194 - logcount_predictions_loss: 0.4322 52/2540 [..............................] - ETA: 23:25 - loss: 589.2153 - logits_profile_predictions_loss: 581.4001 - logcount_predictions_loss: 0.4318 53/2540 [..............................] - ETA: 23:25 - loss: 589.0226 - logits_profile_predictions_loss: 581.2142 - logcount_predictions_loss: 0.4314 54/2540 [..............................] - ETA: 23:24 - loss: 588.8057 - logits_profile_predictions_loss: 581.0044 - logcount_predictions_loss: 0.4310 55/2540 [..............................] - ETA: 23:24 - loss: 588.5905 - logits_profile_predictions_loss: 580.7957 - logcount_predictions_loss: 0.4306 56/2540 [..............................] - ETA: 23:23 - loss: 588.3959 - logits_profile_predictions_loss: 580.6072 - logcount_predictions_loss: 0.4303 57/2540 [..............................] - ETA: 23:22 - loss: 588.2197 - logits_profile_predictions_loss: 580.4366 - logcount_predictions_loss: 0.4300 58/2540 [..............................] - ETA: 23:22 - loss: 588.0188 - logits_profile_predictions_loss: 580.2406 - logcount_predictions_loss: 0.4297 59/2540 [..............................] - ETA: 23:21 - loss: 587.7856 - logits_profile_predictions_loss: 580.0125 - logcount_predictions_loss: 0.4295 60/2540 [..............................] - ETA: 23:21 - loss: 587.5571 - logits_profile_predictions_loss: 579.7883 - logcount_predictions_loss: 0.4292 61/2540 [..............................] - ETA: 23:20 - loss: 587.3336 - logits_profile_predictions_loss: 579.5686 - logcount_predictions_loss: 0.4290 62/2540 [..............................] - ETA: 23:19 - loss: 587.1146 - logits_profile_predictions_loss: 579.3538 - logcount_predictions_loss: 0.4288 63/2540 [..............................] - ETA: 23:19 - loss: 586.9063 - logits_profile_predictions_loss: 579.1492 - logcount_predictions_loss: 0.4286 64/2540 [..............................] - ETA: 23:18 - loss: 586.6995 - logits_profile_predictions_loss: 578.9463 - logcount_predictions_loss: 0.4284 65/2540 [..............................] - ETA: 23:18 - loss: 586.4895 - logits_profile_predictions_loss: 578.7398 - logcount_predictions_loss: 0.4282 66/2540 [..............................] - ETA: 23:17 - loss: 586.2892 - logits_profile_predictions_loss: 578.5423 - logcount_predictions_loss: 0.4280 67/2540 [..............................] - ETA: 23:17 - loss: 586.0945 - 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2538/2540 [============================>.] - ETA: 1s - loss: 573.7968 - logits_profile_predictions_loss: 566.5867 - logcount_predictions_loss: 0.3984 2539/2540 [============================>.] - ETA: 0s - loss: 573.7960 - logits_profile_predictions_loss: 566.5861 - logcount_predictions_loss: 0.3984 2540/2540 [==============================] - ETA: 0s - loss: 573.7952 - logits_profile_predictions_loss: 566.5854 - logcount_predictions_loss: 0.3984 2540/2540 [==============================] - 1484s 584ms/step - loss: 573.7945 - logits_profile_predictions_loss: 566.5847 - logcount_predictions_loss: 0.3984 - val_loss: 592.8538 - val_logits_profile_predictions_loss: 586.4058 - val_logcount_predictions_loss: 0.3562 Epoch 00002: val_loss improved from 603.02032 to 592.85376, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 3/50 1/2540 [..............................] - ETA: 24:42 - loss: 576.9705 - logits_profile_predictions_loss: 572.3425 - logcount_predictions_loss: 0.2557 2/2540 [..............................] - ETA: 23:56 - loss: 587.8836 - logits_profile_predictions_loss: 582.9824 - logcount_predictions_loss: 0.2708 3/2540 [..............................] - ETA: 23:55 - loss: 582.3874 - logits_profile_predictions_loss: 577.4306 - logcount_predictions_loss: 0.2739 4/2540 [..............................] - ETA: 23:54 - loss: 581.3981 - logits_profile_predictions_loss: 576.3800 - logcount_predictions_loss: 0.2772 5/2540 [..............................] - ETA: 23:53 - loss: 580.7333 - logits_profile_predictions_loss: 575.6361 - logcount_predictions_loss: 0.2816 6/2540 [..............................] - ETA: 23:53 - loss: 579.8894 - logits_profile_predictions_loss: 574.6918 - logcount_predictions_loss: 0.2872 7/2540 [..............................] - ETA: 23:52 - loss: 578.8106 - logits_profile_predictions_loss: 573.5063 - logcount_predictions_loss: 0.2931 8/2540 [..............................] - ETA: 23:52 - loss: 578.1800 - logits_profile_predictions_loss: 572.7808 - logcount_predictions_loss: 0.2983 9/2540 [..............................] - ETA: 23:51 - loss: 578.5086 - logits_profile_predictions_loss: 573.0361 - logcount_predictions_loss: 0.3024 10/2540 [..............................] - ETA: 23:50 - loss: 578.8373 - logits_profile_predictions_loss: 573.2926 - logcount_predictions_loss: 0.3063 11/2540 [..............................] - ETA: 23:49 - loss: 579.8674 - logits_profile_predictions_loss: 574.2458 - logcount_predictions_loss: 0.3106 12/2540 [..............................] - ETA: 23:48 - loss: 580.9875 - logits_profile_predictions_loss: 575.2947 - logcount_predictions_loss: 0.3145 13/2540 [..............................] - ETA: 23:47 - loss: 581.5580 - logits_profile_predictions_loss: 575.8058 - logcount_predictions_loss: 0.3178 14/2540 [..............................] - ETA: 23:46 - loss: 581.9115 - logits_profile_predictions_loss: 576.1229 - logcount_predictions_loss: 0.3198 15/2540 [..............................] - ETA: 23:46 - loss: 581.7474 - logits_profile_predictions_loss: 575.9335 - logcount_predictions_loss: 0.3212 16/2540 [..............................] - ETA: 23:45 - loss: 581.4129 - logits_profile_predictions_loss: 575.5705 - logcount_predictions_loss: 0.3228 17/2540 [..............................] - ETA: 23:44 - loss: 581.3367 - logits_profile_predictions_loss: 575.4671 - logcount_predictions_loss: 0.3243 18/2540 [..............................] - ETA: 23:43 - loss: 581.1520 - logits_profile_predictions_loss: 575.2467 - logcount_predictions_loss: 0.3263 19/2540 [..............................] - ETA: 23:43 - loss: 580.8895 - logits_profile_predictions_loss: 574.9538 - logcount_predictions_loss: 0.3279 20/2540 [..............................] - ETA: 23:42 - loss: 580.6978 - logits_profile_predictions_loss: 574.7305 - logcount_predictions_loss: 0.3297 21/2540 [..............................] - ETA: 23:41 - loss: 580.5427 - logits_profile_predictions_loss: 574.5484 - logcount_predictions_loss: 0.3312 22/2540 [..............................] - ETA: 23:41 - loss: 580.3976 - logits_profile_predictions_loss: 574.3758 - logcount_predictions_loss: 0.3327 23/2540 [..............................] - ETA: 23:40 - loss: 580.3519 - logits_profile_predictions_loss: 574.3057 - logcount_predictions_loss: 0.3341 24/2540 [..............................] - ETA: 23:40 - loss: 580.3276 - logits_profile_predictions_loss: 574.2547 - logcount_predictions_loss: 0.3355 25/2540 [..............................] - ETA: 23:39 - loss: 580.1433 - logits_profile_predictions_loss: 574.0433 - logcount_predictions_loss: 0.3370 26/2540 [..............................] - ETA: 23:38 - loss: 579.9654 - logits_profile_predictions_loss: 573.8364 - logcount_predictions_loss: 0.3386 27/2540 [..............................] - ETA: 23:38 - loss: 579.7974 - logits_profile_predictions_loss: 573.6409 - logcount_predictions_loss: 0.3401 28/2540 [..............................] - ETA: 23:37 - loss: 579.6511 - logits_profile_predictions_loss: 573.4693 - logcount_predictions_loss: 0.3415 29/2540 [..............................] - ETA: 23:36 - loss: 579.6117 - logits_profile_predictions_loss: 573.4071 - logcount_predictions_loss: 0.3428 30/2540 [..............................] - ETA: 23:36 - loss: 579.5748 - logits_profile_predictions_loss: 573.3431 - logcount_predictions_loss: 0.3443 31/2540 [..............................] - ETA: 23:35 - loss: 579.4552 - logits_profile_predictions_loss: 573.1959 - logcount_predictions_loss: 0.3458 32/2540 [..............................] - ETA: 23:35 - loss: 579.3427 - logits_profile_predictions_loss: 573.0591 - logcount_predictions_loss: 0.3472 33/2540 [..............................] - ETA: 23:34 - loss: 579.2074 - logits_profile_predictions_loss: 572.9017 - logcount_predictions_loss: 0.3484 34/2540 [..............................] - ETA: 23:33 - loss: 579.0845 - logits_profile_predictions_loss: 572.7562 - logcount_predictions_loss: 0.3496 35/2540 [..............................] - ETA: 23:33 - loss: 578.9809 - logits_profile_predictions_loss: 572.6299 - logcount_predictions_loss: 0.3509 36/2540 [..............................] - ETA: 23:32 - loss: 578.8457 - logits_profile_predictions_loss: 572.4711 - logcount_predictions_loss: 0.3522 37/2540 [..............................] - ETA: 23:32 - loss: 578.6689 - logits_profile_predictions_loss: 572.2726 - logcount_predictions_loss: 0.3534 38/2540 [..............................] - ETA: 23:31 - loss: 578.4844 - logits_profile_predictions_loss: 572.0687 - logcount_predictions_loss: 0.3545 39/2540 [..............................] - ETA: 23:31 - loss: 578.3169 - logits_profile_predictions_loss: 571.8815 - logcount_predictions_loss: 0.3555 40/2540 [..............................] - ETA: 23:30 - loss: 578.1883 - logits_profile_predictions_loss: 571.7346 - logcount_predictions_loss: 0.3566 41/2540 [..............................] - ETA: 23:30 - loss: 578.0520 - logits_profile_predictions_loss: 571.5807 - logcount_predictions_loss: 0.3575 42/2540 [..............................] - ETA: 23:29 - loss: 577.9174 - logits_profile_predictions_loss: 571.4307 - logcount_predictions_loss: 0.3584 43/2540 [..............................] - ETA: 23:28 - loss: 577.8265 - logits_profile_predictions_loss: 571.3251 - logcount_predictions_loss: 0.3592 44/2540 [..............................] - ETA: 23:28 - loss: 577.7444 - logits_profile_predictions_loss: 571.2289 - logcount_predictions_loss: 0.3600 45/2540 [..............................] - ETA: 23:27 - loss: 577.6268 - logits_profile_predictions_loss: 571.0976 - logcount_predictions_loss: 0.3607 46/2540 [..............................] - ETA: 23:27 - loss: 577.5069 - logits_profile_predictions_loss: 570.9655 - logcount_predictions_loss: 0.3614 47/2540 [..............................] - ETA: 23:26 - loss: 577.3835 - logits_profile_predictions_loss: 570.8298 - logcount_predictions_loss: 0.3621 48/2540 [..............................] - ETA: 23:25 - loss: 577.2732 - logits_profile_predictions_loss: 570.7074 - logcount_predictions_loss: 0.3628 49/2540 [..............................] - ETA: 23:25 - loss: 577.1458 - logits_profile_predictions_loss: 570.5688 - logcount_predictions_loss: 0.3634 50/2540 [..............................] - ETA: 23:24 - loss: 577.0059 - logits_profile_predictions_loss: 570.4179 - logcount_predictions_loss: 0.3640 51/2540 [..............................] - ETA: 23:24 - loss: 576.8638 - logits_profile_predictions_loss: 570.2657 - logcount_predictions_loss: 0.3645 52/2540 [..............................] - ETA: 23:23 - loss: 576.7292 - logits_profile_predictions_loss: 570.1217 - logcount_predictions_loss: 0.3651 53/2540 [..............................] - ETA: 23:23 - loss: 576.5858 - logits_profile_predictions_loss: 569.9701 - logcount_predictions_loss: 0.3655 54/2540 [..............................] - ETA: 23:22 - loss: 576.4281 - logits_profile_predictions_loss: 569.8052 - logcount_predictions_loss: 0.3659 55/2540 [..............................] - ETA: 23:22 - loss: 576.3082 - logits_profile_predictions_loss: 569.6781 - logcount_predictions_loss: 0.3663 56/2540 [..............................] - ETA: 23:21 - loss: 576.2127 - logits_profile_predictions_loss: 569.5761 - logcount_predictions_loss: 0.3667 57/2540 [..............................] - ETA: 23:21 - loss: 576.1127 - logits_profile_predictions_loss: 569.4701 - logcount_predictions_loss: 0.3670 58/2540 [..............................] - ETA: 23:20 - loss: 576.0208 - logits_profile_predictions_loss: 569.3733 - logcount_predictions_loss: 0.3673 59/2540 [..............................] - ETA: 23:20 - loss: 575.9259 - logits_profile_predictions_loss: 569.2728 - logcount_predictions_loss: 0.3676 60/2540 [..............................] - ETA: 23:19 - loss: 575.8331 - logits_profile_predictions_loss: 569.1749 - logcount_predictions_loss: 0.3679 61/2540 [..............................] - ETA: 23:18 - loss: 575.7466 - logits_profile_predictions_loss: 569.0833 - logcount_predictions_loss: 0.3681 62/2540 [..............................] - ETA: 23:18 - loss: 575.6556 - logits_profile_predictions_loss: 568.9872 - logcount_predictions_loss: 0.3684 63/2540 [..............................] - ETA: 23:17 - loss: 575.5848 - logits_profile_predictions_loss: 568.9116 - logcount_predictions_loss: 0.3687 64/2540 [..............................] - ETA: 23:17 - loss: 575.5142 - logits_profile_predictions_loss: 568.8363 - logcount_predictions_loss: 0.3689 65/2540 [..............................] - ETA: 23:16 - loss: 575.4508 - logits_profile_predictions_loss: 568.7683 - logcount_predictions_loss: 0.3692 66/2540 [..............................] - ETA: 23:16 - loss: 575.3922 - logits_profile_predictions_loss: 568.7052 - logcount_predictions_loss: 0.3695 67/2540 [..............................] - ETA: 23:15 - loss: 575.3417 - logits_profile_predictions_loss: 568.6503 - logcount_predictions_loss: 0.3697 68/2540 [..............................] - ETA: 23:15 - loss: 575.2952 - logits_profile_predictions_loss: 568.5992 - logcount_predictions_loss: 0.3699 69/2540 [..............................] - ETA: 23:14 - loss: 575.2523 - logits_profile_predictions_loss: 568.5522 - logcount_predictions_loss: 0.3702 70/2540 [..............................] - ETA: 23:14 - loss: 575.2113 - logits_profile_predictions_loss: 568.5074 - logcount_predictions_loss: 0.3704 71/2540 [..............................] - ETA: 23:13 - loss: 575.1751 - logits_profile_predictions_loss: 568.4676 - logcount_predictions_loss: 0.3706 72/2540 [..............................] - ETA: 23:12 - loss: 575.1533 - logits_profile_predictions_loss: 568.4422 - logcount_predictions_loss: 0.3708 73/2540 [..............................] - ETA: 23:12 - loss: 575.1318 - logits_profile_predictions_loss: 568.4172 - logcount_predictions_loss: 0.3710 74/2540 [..............................] - ETA: 23:11 - loss: 575.1160 - logits_profile_predictions_loss: 568.3976 - logcount_predictions_loss: 0.3712 75/2540 [..............................] - ETA: 23:11 - loss: 575.0966 - logits_profile_predictions_loss: 568.3748 - logcount_predictions_loss: 0.3714 76/2540 [..............................] - ETA: 23:10 - loss: 575.0753 - logits_profile_predictions_loss: 568.3499 - logcount_predictions_loss: 0.3716 77/2540 [..............................] - ETA: 23:09 - loss: 575.0456 - logits_profile_predictions_loss: 568.3170 - logcount_predictions_loss: 0.3717 78/2540 [..............................] - ETA: 23:09 - loss: 575.0130 - logits_profile_predictions_loss: 568.2812 - logcount_predictions_loss: 0.3719 79/2540 [..............................] - ETA: 23:08 - loss: 574.9851 - logits_profile_predictions_loss: 568.2501 - logcount_predictions_loss: 0.3721 80/2540 [..............................] - ETA: 23:08 - loss: 574.9538 - logits_profile_predictions_loss: 568.2158 - logcount_predictions_loss: 0.3723 81/2540 [..............................] - ETA: 23:07 - loss: 574.9247 - logits_profile_predictions_loss: 568.1839 - logcount_predictions_loss: 0.3724 82/2540 [..............................] - ETA: 23:07 - loss: 574.9020 - logits_profile_predictions_loss: 568.1587 - logcount_predictions_loss: 0.3726 83/2540 [..............................] - ETA: 23:06 - loss: 574.8776 - logits_profile_predictions_loss: 568.1322 - logcount_predictions_loss: 0.3727 84/2540 [..............................] - ETA: 23:05 - loss: 574.8501 - logits_profile_predictions_loss: 568.1028 - logcount_predictions_loss: 0.3728 85/2540 [>.............................] - ETA: 23:05 - loss: 574.8219 - logits_profile_predictions_loss: 568.0729 - logcount_predictions_loss: 0.3729 86/2540 [>.............................] - ETA: 23:04 - loss: 574.7952 - logits_profile_predictions_loss: 568.0448 - logcount_predictions_loss: 0.3730 87/2540 [>.............................] - ETA: 23:04 - loss: 574.7636 - logits_profile_predictions_loss: 568.0117 - logcount_predictions_loss: 0.3730 88/2540 [>.............................] - ETA: 23:03 - loss: 574.7233 - logits_profile_predictions_loss: 567.9703 - logcount_predictions_loss: 0.3731 89/2540 [>.............................] - ETA: 23:03 - loss: 574.6941 - logits_profile_predictions_loss: 567.9403 - logcount_predictions_loss: 0.3731 90/2540 [>.............................] - ETA: 23:02 - loss: 574.6673 - logits_profile_predictions_loss: 567.9127 - logcount_predictions_loss: 0.3732 91/2540 [>.............................] - ETA: 23:01 - loss: 574.6431 - logits_profile_predictions_loss: 567.8878 - logcount_predictions_loss: 0.3732 92/2540 [>.............................] - ETA: 23:01 - loss: 574.6145 - logits_profile_predictions_loss: 567.8585 - logcount_predictions_loss: 0.3733 93/2540 [>.............................] - ETA: 23:00 - loss: 574.5781 - logits_profile_predictions_loss: 567.8215 - logcount_predictions_loss: 0.3733 94/2540 [>.............................] - ETA: 23:00 - loss: 574.5456 - logits_profile_predictions_loss: 567.7884 - logcount_predictions_loss: 0.3733 95/2540 [>.............................] - ETA: 22:59 - loss: 574.5187 - logits_profile_predictions_loss: 567.7613 - logcount_predictions_loss: 0.3733 96/2540 [>.............................] - ETA: 22:58 - loss: 574.4900 - logits_profile_predictions_loss: 567.7326 - logcount_predictions_loss: 0.3733 97/2540 [>.............................] - ETA: 22:58 - loss: 574.4662 - logits_profile_predictions_loss: 567.7088 - logcount_predictions_loss: 0.3733 98/2540 [>.............................] - ETA: 22:57 - loss: 574.4463 - logits_profile_predictions_loss: 567.6891 - logcount_predictions_loss: 0.3733 99/2540 [>.............................] - ETA: 22:57 - loss: 574.4250 - logits_profile_predictions_loss: 567.6681 - logcount_predictions_loss: 0.3733 100/2540 [>.............................] - ETA: 22:56 - loss: 574.4056 - logits_profile_predictions_loss: 567.6490 - logcount_predictions_loss: 0.3733 101/2540 [>.............................] - ETA: 22:56 - loss: 574.3842 - logits_profile_predictions_loss: 567.6282 - logcount_predictions_loss: 0.3733 102/2540 [>.............................] - ETA: 22:55 - loss: 574.3573 - logits_profile_predictions_loss: 567.6016 - logcount_predictions_loss: 0.3732 103/2540 [>.............................] - ETA: 22:54 - loss: 574.3281 - logits_profile_predictions_loss: 567.5727 - logcount_predictions_loss: 0.3732 104/2540 [>.............................] - ETA: 22:54 - loss: 574.2924 - logits_profile_predictions_loss: 567.5374 - logcount_predictions_loss: 0.3732 105/2540 [>.............................] - ETA: 22:53 - loss: 574.2576 - logits_profile_predictions_loss: 567.5026 - logcount_predictions_loss: 0.3732 106/2540 [>.............................] - ETA: 22:53 - loss: 574.2212 - logits_profile_predictions_loss: 567.4664 - logcount_predictions_loss: 0.3732 107/2540 [>.............................] - ETA: 22:52 - loss: 574.1829 - logits_profile_predictions_loss: 567.4282 - logcount_predictions_loss: 0.3732 108/2540 [>.............................] - ETA: 22:52 - loss: 574.1513 - logits_profile_predictions_loss: 567.3967 - logcount_predictions_loss: 0.3732 109/2540 [>.............................] - ETA: 22:51 - loss: 574.1165 - logits_profile_predictions_loss: 567.3618 - logcount_predictions_loss: 0.3732 110/2540 [>.............................] - ETA: 22:50 - loss: 574.0778 - logits_profile_predictions_loss: 567.3233 - logcount_predictions_loss: 0.3732 111/2540 [>.............................] - ETA: 22:50 - loss: 574.0429 - logits_profile_predictions_loss: 567.2881 - logcount_predictions_loss: 0.3732 112/2540 [>.............................] - ETA: 22:49 - loss: 574.0080 - logits_profile_predictions_loss: 567.2531 - logcount_predictions_loss: 0.3732 113/2540 [>.............................] - ETA: 22:49 - loss: 573.9740 - logits_profile_predictions_loss: 567.2189 - logcount_predictions_loss: 0.3732 114/2540 [>.............................] - ETA: 22:48 - loss: 573.9367 - logits_profile_predictions_loss: 567.1815 - logcount_predictions_loss: 0.3732 115/2540 [>.............................] - ETA: 22:48 - loss: 573.9048 - logits_profile_predictions_loss: 567.1495 - logcount_predictions_loss: 0.3732 116/2540 [>.............................] - ETA: 22:47 - loss: 573.8747 - logits_profile_predictions_loss: 567.1193 - logcount_predictions_loss: 0.3732 117/2540 [>.............................] - ETA: 22:46 - loss: 573.8475 - logits_profile_predictions_loss: 567.0922 - logcount_predictions_loss: 0.3732 118/2540 [>.............................] - ETA: 22:46 - loss: 573.8192 - logits_profile_predictions_loss: 567.0640 - logcount_predictions_loss: 0.3732 119/2540 [>.............................] - ETA: 22:45 - loss: 573.7857 - logits_profile_predictions_loss: 567.0307 - logcount_predictions_loss: 0.3732 120/2540 [>.............................] - ETA: 22:45 - loss: 573.7515 - logits_profile_predictions_loss: 566.9965 - logcount_predictions_loss: 0.3732 121/2540 [>.............................] - ETA: 22:44 - loss: 573.7141 - logits_profile_predictions_loss: 566.9593 - logcount_predictions_loss: 0.3732 122/2540 [>.............................] - ETA: 22:44 - loss: 573.6723 - logits_profile_predictions_loss: 566.9177 - logcount_predictions_loss: 0.3732 123/2540 [>.............................] - ETA: 22:43 - loss: 573.6336 - logits_profile_predictions_loss: 566.8790 - logcount_predictions_loss: 0.3732 124/2540 [>.............................] - ETA: 22:42 - loss: 573.5944 - logits_profile_predictions_loss: 566.8400 - logcount_predictions_loss: 0.3732 125/2540 [>.............................] - ETA: 22:42 - loss: 573.5543 - logits_profile_predictions_loss: 566.8003 - logcount_predictions_loss: 0.3732 126/2540 [>.............................] - ETA: 22:41 - loss: 573.5148 - logits_profile_predictions_loss: 566.7612 - logcount_predictions_loss: 0.3731 127/2540 [>.............................] - ETA: 22:41 - loss: 573.4767 - logits_profile_predictions_loss: 566.7235 - logcount_predictions_loss: 0.3731 128/2540 [>.............................] - ETA: 22:40 - loss: 573.4421 - logits_profile_predictions_loss: 566.6892 - logcount_predictions_loss: 0.3731 129/2540 [>.............................] - ETA: 22:40 - loss: 573.4115 - logits_profile_predictions_loss: 566.6588 - logcount_predictions_loss: 0.3731 130/2540 [>.............................] - ETA: 22:39 - loss: 573.3855 - logits_profile_predictions_loss: 566.6331 - logcount_predictions_loss: 0.3731 131/2540 [>.............................] - ETA: 22:38 - loss: 573.3617 - 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[>.............................] - ETA: 22:34 - loss: 573.1901 - logits_profile_predictions_loss: 566.4388 - logcount_predictions_loss: 0.3730 139/2540 [>.............................] - ETA: 22:34 - loss: 573.1638 - logits_profile_predictions_loss: 566.4129 - logcount_predictions_loss: 0.3730 140/2540 [>.............................] - ETA: 22:33 - loss: 573.1392 - logits_profile_predictions_loss: 566.3887 - logcount_predictions_loss: 0.3730 141/2540 [>.............................] - ETA: 22:33 - loss: 573.1151 - logits_profile_predictions_loss: 566.3651 - logcount_predictions_loss: 0.3729 142/2540 [>.............................] - ETA: 22:32 - loss: 573.0923 - logits_profile_predictions_loss: 566.3426 - logcount_predictions_loss: 0.3729 143/2540 [>.............................] - ETA: 22:32 - loss: 573.0715 - logits_profile_predictions_loss: 566.3223 - logcount_predictions_loss: 0.3729 144/2540 [>.............................] - ETA: 22:31 - loss: 573.0466 - 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[============================>.] - ETA: 20s - loss: 567.1266 - logits_profile_predictions_loss: 560.5554 - logcount_predictions_loss: 0.3630 2505/2540 [============================>.] - ETA: 19s - loss: 567.1258 - logits_profile_predictions_loss: 560.5546 - logcount_predictions_loss: 0.3630 2506/2540 [============================>.] - ETA: 19s - loss: 567.1250 - logits_profile_predictions_loss: 560.5539 - logcount_predictions_loss: 0.3630 2507/2540 [============================>.] - ETA: 18s - loss: 567.1242 - logits_profile_predictions_loss: 560.5531 - logcount_predictions_loss: 0.3630 2508/2540 [============================>.] - ETA: 18s - loss: 567.1234 - logits_profile_predictions_loss: 560.5524 - logcount_predictions_loss: 0.3630 2509/2540 [============================>.] - ETA: 17s - loss: 567.1226 - logits_profile_predictions_loss: 560.5517 - logcount_predictions_loss: 0.3630 2510/2540 [============================>.] - ETA: 16s - loss: 567.1218 - 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[============================>.] - ETA: 12s - loss: 567.1162 - logits_profile_predictions_loss: 560.5458 - logcount_predictions_loss: 0.3630 2518/2540 [============================>.] - ETA: 12s - loss: 567.1154 - logits_profile_predictions_loss: 560.5451 - logcount_predictions_loss: 0.3630 2519/2540 [============================>.] - ETA: 11s - loss: 567.1146 - logits_profile_predictions_loss: 560.5444 - logcount_predictions_loss: 0.3630 2520/2540 [============================>.] - ETA: 11s - loss: 567.1138 - logits_profile_predictions_loss: 560.5436 - logcount_predictions_loss: 0.3630 2521/2540 [============================>.] - ETA: 10s - loss: 567.1130 - logits_profile_predictions_loss: 560.5429 - logcount_predictions_loss: 0.3630 2522/2540 [============================>.] - ETA: 10s - loss: 567.1122 - logits_profile_predictions_loss: 560.5421 - logcount_predictions_loss: 0.3630 2523/2540 [============================>.] - ETA: 9s - loss: 567.1114 - logits_profile_predictions_loss: 560.5414 - logcount_predictions_loss: 0.3630  2524/2540 [============================>.] - ETA: 9s - loss: 567.1106 - logits_profile_predictions_loss: 560.5407 - logcount_predictions_loss: 0.3630 2525/2540 [============================>.] - ETA: 8s - loss: 567.1098 - logits_profile_predictions_loss: 560.5399 - logcount_predictions_loss: 0.3630 2526/2540 [============================>.] - ETA: 7s - loss: 567.1090 - logits_profile_predictions_loss: 560.5392 - logcount_predictions_loss: 0.3630 2527/2540 [============================>.] - ETA: 7s - loss: 567.1082 - logits_profile_predictions_loss: 560.5384 - logcount_predictions_loss: 0.3630 2528/2540 [============================>.] - ETA: 6s - loss: 567.1074 - logits_profile_predictions_loss: 560.5377 - logcount_predictions_loss: 0.3630 2529/2540 [============================>.] - ETA: 6s - loss: 567.1066 - logits_profile_predictions_loss: 560.5369 - logcount_predictions_loss: 0.3630 2530/2540 [============================>.] - ETA: 5s - loss: 567.1058 - logits_profile_predictions_loss: 560.5362 - logcount_predictions_loss: 0.3629 2531/2540 [============================>.] - ETA: 5s - loss: 567.1050 - logits_profile_predictions_loss: 560.5355 - logcount_predictions_loss: 0.3629 2532/2540 [============================>.] - ETA: 4s - loss: 567.1042 - logits_profile_predictions_loss: 560.5347 - logcount_predictions_loss: 0.3629 2533/2540 [============================>.] - ETA: 3s - loss: 567.1034 - logits_profile_predictions_loss: 560.5340 - logcount_predictions_loss: 0.3629 2534/2540 [============================>.] - ETA: 3s - loss: 567.1026 - logits_profile_predictions_loss: 560.5333 - logcount_predictions_loss: 0.3629 2535/2540 [============================>.] - ETA: 2s - loss: 567.1018 - logits_profile_predictions_loss: 560.5326 - logcount_predictions_loss: 0.3629 2536/2540 [============================>.] - ETA: 2s - loss: 567.1011 - logits_profile_predictions_loss: 560.5319 - logcount_predictions_loss: 0.3629 2537/2540 [============================>.] - ETA: 1s - loss: 567.1003 - logits_profile_predictions_loss: 560.5312 - logcount_predictions_loss: 0.3629 2538/2540 [============================>.] - ETA: 1s - loss: 567.0995 - logits_profile_predictions_loss: 560.5304 - logcount_predictions_loss: 0.3629 2539/2540 [============================>.] - ETA: 0s - loss: 567.0987 - logits_profile_predictions_loss: 560.5297 - logcount_predictions_loss: 0.3629 2540/2540 [==============================] - ETA: 0s - loss: 567.0979 - logits_profile_predictions_loss: 560.5290 - logcount_predictions_loss: 0.3629 2540/2540 [==============================] - 1482s 583ms/step - loss: 567.0972 - logits_profile_predictions_loss: 560.5283 - logcount_predictions_loss: 0.3629 - val_loss: 591.0547 - val_logits_profile_predictions_loss: 585.1873 - val_logcount_predictions_loss: 0.3242 Epoch 00003: val_loss improved from 592.85376 to 591.05475, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 4/50 1/2540 [..............................] - ETA: 24:45 - loss: 497.1631 - logits_profile_predictions_loss: 492.7565 - logcount_predictions_loss: 0.2435 2/2540 [..............................] - ETA: 23:58 - loss: 509.7384 - logits_profile_predictions_loss: 504.9318 - logcount_predictions_loss: 0.2656 3/2540 [..............................] - ETA: 23:58 - loss: 522.7569 - logits_profile_predictions_loss: 517.7784 - logcount_predictions_loss: 0.2751 4/2540 [..............................] - ETA: 23:57 - loss: 525.5474 - logits_profile_predictions_loss: 519.7399 - logcount_predictions_loss: 0.3209 5/2540 [..............................] - ETA: 23:56 - loss: 529.6321 - logits_profile_predictions_loss: 523.3704 - logcount_predictions_loss: 0.3460 6/2540 [..............................] - ETA: 23:55 - loss: 532.8512 - logits_profile_predictions_loss: 526.3427 - logcount_predictions_loss: 0.3596 7/2540 [..............................] - ETA: 23:55 - loss: 536.2289 - logits_profile_predictions_loss: 529.5743 - logcount_predictions_loss: 0.3677 8/2540 [..............................] - ETA: 23:54 - loss: 539.0037 - logits_profile_predictions_loss: 532.2517 - logcount_predictions_loss: 0.3730 9/2540 [..............................] - ETA: 23:54 - loss: 540.6871 - logits_profile_predictions_loss: 533.8794 - logcount_predictions_loss: 0.3761 10/2540 [..............................] - ETA: 23:53 - loss: 541.8594 - logits_profile_predictions_loss: 535.0118 - logcount_predictions_loss: 0.3783 11/2540 [..............................] - ETA: 23:53 - loss: 542.0843 - logits_profile_predictions_loss: 535.2110 - logcount_predictions_loss: 0.3797 12/2540 [..............................] - ETA: 23:52 - loss: 542.5693 - logits_profile_predictions_loss: 535.6940 - logcount_predictions_loss: 0.3799 13/2540 [..............................] - ETA: 23:52 - loss: 543.0793 - logits_profile_predictions_loss: 536.2150 - logcount_predictions_loss: 0.3792 14/2540 [..............................] - ETA: 23:51 - loss: 543.4194 - logits_profile_predictions_loss: 536.5679 - logcount_predictions_loss: 0.3785 15/2540 [..............................] - ETA: 23:50 - loss: 543.9884 - logits_profile_predictions_loss: 537.1474 - logcount_predictions_loss: 0.3780 16/2540 [..............................] - ETA: 23:50 - loss: 544.4191 - logits_profile_predictions_loss: 537.5696 - logcount_predictions_loss: 0.3784 17/2540 [..............................] - ETA: 23:49 - loss: 544.9862 - logits_profile_predictions_loss: 538.1346 - logcount_predictions_loss: 0.3785 18/2540 [..............................] - ETA: 23:49 - loss: 545.5419 - logits_profile_predictions_loss: 538.6865 - logcount_predictions_loss: 0.3787 19/2540 [..............................] - ETA: 23:48 - loss: 546.0509 - logits_profile_predictions_loss: 539.1948 - logcount_predictions_loss: 0.3788 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[..............................] - ETA: 23:40 - loss: 550.5412 - logits_profile_predictions_loss: 543.7737 - logcount_predictions_loss: 0.3739 34/2540 [..............................] - ETA: 23:39 - loss: 550.7840 - logits_profile_predictions_loss: 544.0255 - logcount_predictions_loss: 0.3734 35/2540 [..............................] - ETA: 23:38 - loss: 551.0192 - logits_profile_predictions_loss: 544.2691 - logcount_predictions_loss: 0.3729 36/2540 [..............................] - ETA: 23:38 - loss: 551.2460 - logits_profile_predictions_loss: 544.5049 - logcount_predictions_loss: 0.3724 37/2540 [..............................] - ETA: 23:37 - loss: 551.4461 - logits_profile_predictions_loss: 544.7145 - logcount_predictions_loss: 0.3719 38/2540 [..............................] - ETA: 23:36 - loss: 551.6552 - logits_profile_predictions_loss: 544.9341 - logcount_predictions_loss: 0.3713 39/2540 [..............................] - ETA: 23:36 - loss: 551.8426 - 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[..............................] - ETA: 23:31 - loss: 552.6475 - logits_profile_predictions_loss: 546.0052 - logcount_predictions_loss: 0.3670 47/2540 [..............................] - ETA: 23:30 - loss: 552.7811 - logits_profile_predictions_loss: 546.1462 - logcount_predictions_loss: 0.3666 48/2540 [..............................] - ETA: 23:30 - loss: 552.9012 - logits_profile_predictions_loss: 546.2738 - logcount_predictions_loss: 0.3662 49/2540 [..............................] - ETA: 23:29 - loss: 553.0155 - logits_profile_predictions_loss: 546.3951 - logcount_predictions_loss: 0.3658 50/2540 [..............................] - ETA: 23:29 - loss: 553.1516 - logits_profile_predictions_loss: 546.5372 - logcount_predictions_loss: 0.3654 51/2540 [..............................] - ETA: 23:28 - loss: 553.2803 - logits_profile_predictions_loss: 546.6723 - logcount_predictions_loss: 0.3651 52/2540 [..............................] - ETA: 23:27 - loss: 553.3936 - 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[..............................] - ETA: 23:23 - loss: 554.3992 - logits_profile_predictions_loss: 547.8273 - logcount_predictions_loss: 0.3631 60/2540 [..............................] - ETA: 23:23 - loss: 554.5243 - logits_profile_predictions_loss: 547.9560 - logcount_predictions_loss: 0.3629 61/2540 [..............................] - ETA: 23:22 - loss: 554.6212 - logits_profile_predictions_loss: 548.0563 - logcount_predictions_loss: 0.3627 62/2540 [..............................] - ETA: 23:22 - loss: 554.7115 - logits_profile_predictions_loss: 548.1495 - logcount_predictions_loss: 0.3625 63/2540 [..............................] - ETA: 23:21 - loss: 554.8158 - logits_profile_predictions_loss: 548.2569 - logcount_predictions_loss: 0.3624 64/2540 [..............................] - ETA: 23:21 - loss: 554.9169 - logits_profile_predictions_loss: 548.3600 - logcount_predictions_loss: 0.3623 65/2540 [..............................] - ETA: 23:20 - loss: 555.0116 - 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[..............................] - ETA: 23:16 - loss: 555.4957 - logits_profile_predictions_loss: 548.9500 - logcount_predictions_loss: 0.3616 73/2540 [..............................] - ETA: 23:15 - loss: 555.5528 - logits_profile_predictions_loss: 549.0070 - logcount_predictions_loss: 0.3616 74/2540 [..............................] - ETA: 23:15 - loss: 555.6032 - logits_profile_predictions_loss: 549.0569 - logcount_predictions_loss: 0.3617 75/2540 [..............................] - ETA: 23:14 - loss: 555.6481 - logits_profile_predictions_loss: 549.1017 - logcount_predictions_loss: 0.3617 76/2540 [..............................] - ETA: 23:13 - loss: 555.6894 - logits_profile_predictions_loss: 549.1427 - logcount_predictions_loss: 0.3617 77/2540 [..............................] - ETA: 23:13 - loss: 555.7266 - logits_profile_predictions_loss: 549.1796 - logcount_predictions_loss: 0.3617 78/2540 [..............................] - ETA: 23:12 - loss: 555.7652 - 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[>.............................] - ETA: 23:08 - loss: 556.0543 - logits_profile_predictions_loss: 549.5077 - logcount_predictions_loss: 0.3617 86/2540 [>.............................] - ETA: 23:08 - loss: 556.0946 - logits_profile_predictions_loss: 549.5475 - logcount_predictions_loss: 0.3617 87/2540 [>.............................] - ETA: 23:07 - loss: 556.1392 - logits_profile_predictions_loss: 549.5916 - logcount_predictions_loss: 0.3617 88/2540 [>.............................] - ETA: 23:06 - loss: 556.1766 - logits_profile_predictions_loss: 549.6286 - logcount_predictions_loss: 0.3618 89/2540 [>.............................] - ETA: 23:06 - loss: 556.2200 - logits_profile_predictions_loss: 549.6716 - logcount_predictions_loss: 0.3618 90/2540 [>.............................] - ETA: 23:05 - loss: 556.2656 - logits_profile_predictions_loss: 549.7168 - logcount_predictions_loss: 0.3618 91/2540 [>.............................] - ETA: 23:05 - loss: 556.3166 - 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logits_profile_predictions_loss: 555.0628 - logcount_predictions_loss: 0.3440 1470/2540 [================>.............] - ETA: 10:04 - loss: 561.2903 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3440 1471/2540 [================>.............] - ETA: 10:04 - loss: 561.2903 - logits_profile_predictions_loss: 555.0630 - logcount_predictions_loss: 0.3440 1472/2540 [================>.............] - ETA: 10:03 - loss: 561.2903 - logits_profile_predictions_loss: 555.0630 - logcount_predictions_loss: 0.3440 1473/2540 [================>.............] - ETA: 10:02 - loss: 561.2903 - logits_profile_predictions_loss: 555.0631 - logcount_predictions_loss: 0.3440 1474/2540 [================>.............] - ETA: 10:02 - loss: 561.2904 - logits_profile_predictions_loss: 555.0632 - logcount_predictions_loss: 0.3440 1475/2540 [================>.............] - ETA: 10:01 - loss: 561.2904 - logits_profile_predictions_loss: 555.0632 - logcount_predictions_loss: 0.3440 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logits_profile_predictions_loss: 555.0635 - logcount_predictions_loss: 0.3440 1483/2540 [================>.............] - ETA: 9:57 - loss: 561.2902 - logits_profile_predictions_loss: 555.0635 - logcount_predictions_loss: 0.3440 1484/2540 [================>.............] - ETA: 9:56 - loss: 561.2901 - logits_profile_predictions_loss: 555.0634 - logcount_predictions_loss: 0.3440 1485/2540 [================>.............] - ETA: 9:56 - loss: 561.2901 - logits_profile_predictions_loss: 555.0634 - logcount_predictions_loss: 0.3440 1486/2540 [================>.............] - ETA: 9:55 - loss: 561.2900 - logits_profile_predictions_loss: 555.0634 - logcount_predictions_loss: 0.3440 1487/2540 [================>.............] - ETA: 9:55 - loss: 561.2899 - logits_profile_predictions_loss: 555.0633 - logcount_predictions_loss: 0.3440 1488/2540 [================>.............] - ETA: 9:54 - loss: 561.2898 - logits_profile_predictions_loss: 555.0633 - logcount_predictions_loss: 0.3440 1489/2540 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logits_profile_predictions_loss: 555.0630 - logcount_predictions_loss: 0.3440 1496/2540 [================>.............] - ETA: 9:49 - loss: 561.2890 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3440 1497/2540 [================>.............] - ETA: 9:49 - loss: 561.2889 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3440 1498/2540 [================>.............] - ETA: 9:48 - loss: 561.2888 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3440 1499/2540 [================>.............] - ETA: 9:48 - loss: 561.2888 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3440 1500/2540 [================>.............] - ETA: 9:47 - loss: 561.2887 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3440 1501/2540 [================>.............] - ETA: 9:47 - loss: 561.2887 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3439 1502/2540 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[================>.............] - ETA: 9:39 - loss: 561.2881 - logits_profile_predictions_loss: 555.0630 - logcount_predictions_loss: 0.3439 1516/2540 [================>.............] - ETA: 9:38 - loss: 561.2880 - logits_profile_predictions_loss: 555.0630 - logcount_predictions_loss: 0.3439 1517/2540 [================>.............] - ETA: 9:38 - loss: 561.2879 - logits_profile_predictions_loss: 555.0630 - logcount_predictions_loss: 0.3439 1518/2540 [================>.............] - ETA: 9:37 - loss: 561.2878 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3439 1519/2540 [================>.............] - ETA: 9:36 - loss: 561.2877 - logits_profile_predictions_loss: 555.0629 - logcount_predictions_loss: 0.3439 1520/2540 [================>.............] - ETA: 9:36 - loss: 561.2876 - logits_profile_predictions_loss: 555.0628 - logcount_predictions_loss: 0.3439 1521/2540 [================>.............] - ETA: 9:35 - loss: 561.2875 - 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[=================>............] - ETA: 9:17 - loss: 561.2824 - logits_profile_predictions_loss: 555.0595 - logcount_predictions_loss: 0.3438 1555/2540 [=================>............] - ETA: 9:16 - loss: 561.2822 - logits_profile_predictions_loss: 555.0594 - logcount_predictions_loss: 0.3438 1556/2540 [=================>............] - ETA: 9:16 - loss: 561.2821 - logits_profile_predictions_loss: 555.0593 - logcount_predictions_loss: 0.3438 1557/2540 [=================>............] - ETA: 9:15 - loss: 561.2819 - logits_profile_predictions_loss: 555.0592 - logcount_predictions_loss: 0.3438 1558/2540 [=================>............] - ETA: 9:14 - loss: 561.2818 - logits_profile_predictions_loss: 555.0591 - logcount_predictions_loss: 0.3438 1559/2540 [=================>............] - ETA: 9:14 - loss: 561.2816 - logits_profile_predictions_loss: 555.0590 - logcount_predictions_loss: 0.3438 1560/2540 [=================>............] - ETA: 9:13 - loss: 561.2815 - 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[=================>............] - ETA: 9:09 - loss: 561.2805 - logits_profile_predictions_loss: 555.0584 - logcount_predictions_loss: 0.3437 1568/2540 [=================>............] - ETA: 9:09 - loss: 561.2804 - logits_profile_predictions_loss: 555.0583 - logcount_predictions_loss: 0.3437 1569/2540 [=================>............] - ETA: 9:08 - loss: 561.2803 - logits_profile_predictions_loss: 555.0582 - logcount_predictions_loss: 0.3437 1570/2540 [=================>............] - ETA: 9:08 - loss: 561.2802 - logits_profile_predictions_loss: 555.0582 - logcount_predictions_loss: 0.3437 1571/2540 [=================>............] - ETA: 9:07 - loss: 561.2801 - logits_profile_predictions_loss: 555.0581 - logcount_predictions_loss: 0.3437 1572/2540 [=================>............] - ETA: 9:07 - loss: 561.2800 - logits_profile_predictions_loss: 555.0580 - logcount_predictions_loss: 0.3437 1573/2540 [=================>............] - ETA: 9:06 - loss: 561.2798 - 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[=================>............] - ETA: 9:02 - loss: 561.2792 - logits_profile_predictions_loss: 555.0577 - logcount_predictions_loss: 0.3437 1581/2540 [=================>............] - ETA: 9:01 - loss: 561.2791 - logits_profile_predictions_loss: 555.0576 - logcount_predictions_loss: 0.3437 1582/2540 [=================>............] - ETA: 9:01 - loss: 561.2790 - logits_profile_predictions_loss: 555.0576 - logcount_predictions_loss: 0.3437 1583/2540 [=================>............] - ETA: 9:00 - loss: 561.2789 - logits_profile_predictions_loss: 555.0576 - logcount_predictions_loss: 0.3437 1584/2540 [=================>............] - ETA: 9:00 - loss: 561.2788 - logits_profile_predictions_loss: 555.0575 - logcount_predictions_loss: 0.3437 1585/2540 [=================>............] - ETA: 8:59 - loss: 561.2787 - logits_profile_predictions_loss: 555.0575 - logcount_predictions_loss: 0.3437 1586/2540 [=================>............] - ETA: 8:59 - loss: 561.2787 - 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[============================>.] - ETA: 42s - loss: 561.3669 - logits_profile_predictions_loss: 555.1798 - logcount_predictions_loss: 0.3418 2465/2540 [============================>.] - ETA: 42s - loss: 561.3670 - logits_profile_predictions_loss: 555.1799 - logcount_predictions_loss: 0.3418 2466/2540 [============================>.] - ETA: 41s - loss: 561.3671 - logits_profile_predictions_loss: 555.1800 - logcount_predictions_loss: 0.3418 2467/2540 [============================>.] - ETA: 41s - loss: 561.3672 - logits_profile_predictions_loss: 555.1801 - logcount_predictions_loss: 0.3418 2468/2540 [============================>.] - ETA: 40s - loss: 561.3672 - logits_profile_predictions_loss: 555.1803 - logcount_predictions_loss: 0.3418 2469/2540 [============================>.] - ETA: 40s - loss: 561.3673 - logits_profile_predictions_loss: 555.1804 - logcount_predictions_loss: 0.3418 2470/2540 [============================>.] - ETA: 39s - loss: 561.3674 - 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[============================>.] - ETA: 35s - loss: 561.3679 - logits_profile_predictions_loss: 555.1812 - logcount_predictions_loss: 0.3418 2478/2540 [============================>.] - ETA: 35s - loss: 561.3679 - logits_profile_predictions_loss: 555.1813 - logcount_predictions_loss: 0.3418 2479/2540 [============================>.] - ETA: 34s - loss: 561.3680 - logits_profile_predictions_loss: 555.1813 - logcount_predictions_loss: 0.3418 2480/2540 [============================>.] - ETA: 33s - loss: 561.3680 - logits_profile_predictions_loss: 555.1814 - logcount_predictions_loss: 0.3418 2481/2540 [============================>.] - ETA: 33s - loss: 561.3680 - logits_profile_predictions_loss: 555.1814 - logcount_predictions_loss: 0.3418 2482/2540 [============================>.] - ETA: 32s - loss: 561.3680 - logits_profile_predictions_loss: 555.1815 - logcount_predictions_loss: 0.3418 2483/2540 [============================>.] - ETA: 32s - loss: 561.3681 - 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[============================>.] - ETA: 28s - loss: 561.3684 - logits_profile_predictions_loss: 555.1821 - logcount_predictions_loss: 0.3418 2491/2540 [============================>.] - ETA: 27s - loss: 561.3684 - logits_profile_predictions_loss: 555.1821 - logcount_predictions_loss: 0.3418 2492/2540 [============================>.] - ETA: 27s - loss: 561.3684 - logits_profile_predictions_loss: 555.1822 - logcount_predictions_loss: 0.3418 2493/2540 [============================>.] - ETA: 26s - loss: 561.3685 - logits_profile_predictions_loss: 555.1823 - logcount_predictions_loss: 0.3418 2494/2540 [============================>.] - ETA: 25s - loss: 561.3685 - logits_profile_predictions_loss: 555.1823 - logcount_predictions_loss: 0.3418 2495/2540 [============================>.] - ETA: 25s - loss: 561.3686 - logits_profile_predictions_loss: 555.1824 - logcount_predictions_loss: 0.3417 2496/2540 [============================>.] - ETA: 24s - loss: 561.3686 - 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[============================>.] - ETA: 20s - loss: 561.3690 - logits_profile_predictions_loss: 555.1831 - logcount_predictions_loss: 0.3417 2504/2540 [============================>.] - ETA: 20s - loss: 561.3690 - logits_profile_predictions_loss: 555.1832 - logcount_predictions_loss: 0.3417 2505/2540 [============================>.] - ETA: 19s - loss: 561.3691 - logits_profile_predictions_loss: 555.1832 - logcount_predictions_loss: 0.3417 2506/2540 [============================>.] - ETA: 19s - loss: 561.3691 - logits_profile_predictions_loss: 555.1833 - logcount_predictions_loss: 0.3417 2507/2540 [============================>.] - ETA: 18s - loss: 561.3692 - logits_profile_predictions_loss: 555.1834 - logcount_predictions_loss: 0.3417 2508/2540 [============================>.] - ETA: 18s - loss: 561.3692 - logits_profile_predictions_loss: 555.1835 - logcount_predictions_loss: 0.3417 2509/2540 [============================>.] - ETA: 17s - loss: 561.3693 - 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[============================>.] - ETA: 13s - loss: 561.3696 - logits_profile_predictions_loss: 555.1841 - logcount_predictions_loss: 0.3417 2517/2540 [============================>.] - ETA: 12s - loss: 561.3696 - logits_profile_predictions_loss: 555.1842 - logcount_predictions_loss: 0.3417 2518/2540 [============================>.] - ETA: 12s - loss: 561.3697 - logits_profile_predictions_loss: 555.1843 - logcount_predictions_loss: 0.3417 2519/2540 [============================>.] - ETA: 11s - loss: 561.3697 - logits_profile_predictions_loss: 555.1843 - logcount_predictions_loss: 0.3417 2520/2540 [============================>.] - ETA: 11s - loss: 561.3698 - logits_profile_predictions_loss: 555.1844 - logcount_predictions_loss: 0.3417 2521/2540 [============================>.] - ETA: 10s - loss: 561.3698 - logits_profile_predictions_loss: 555.1845 - logcount_predictions_loss: 0.3417 2522/2540 [============================>.] - ETA: 10s - loss: 561.3698 - 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[============================>.] - ETA: 6s - loss: 561.3700 - logits_profile_predictions_loss: 555.1850 - logcount_predictions_loss: 0.3417 2530/2540 [============================>.] - ETA: 5s - loss: 561.3701 - logits_profile_predictions_loss: 555.1850 - logcount_predictions_loss: 0.3417 2531/2540 [============================>.] - ETA: 5s - loss: 561.3701 - logits_profile_predictions_loss: 555.1851 - logcount_predictions_loss: 0.3417 2532/2540 [============================>.] - ETA: 4s - loss: 561.3701 - logits_profile_predictions_loss: 555.1851 - logcount_predictions_loss: 0.3417 2533/2540 [============================>.] - ETA: 3s - loss: 561.3701 - logits_profile_predictions_loss: 555.1851 - logcount_predictions_loss: 0.3417 2534/2540 [============================>.] - ETA: 3s - loss: 561.3701 - logits_profile_predictions_loss: 555.1852 - logcount_predictions_loss: 0.3417 2535/2540 [============================>.] - ETA: 2s - loss: 561.3701 - logits_profile_predictions_loss: 555.1852 - logcount_predictions_loss: 0.3417 2536/2540 [============================>.] - ETA: 2s - loss: 561.3701 - logits_profile_predictions_loss: 555.1852 - logcount_predictions_loss: 0.3417 2537/2540 [============================>.] - ETA: 1s - loss: 561.3701 - logits_profile_predictions_loss: 555.1853 - logcount_predictions_loss: 0.3417 2538/2540 [============================>.] - ETA: 1s - loss: 561.3701 - logits_profile_predictions_loss: 555.1853 - logcount_predictions_loss: 0.3417 2539/2540 [============================>.] - ETA: 0s - loss: 561.3701 - logits_profile_predictions_loss: 555.1854 - logcount_predictions_loss: 0.3417 2540/2540 [==============================] - ETA: 0s - loss: 561.3701 - logits_profile_predictions_loss: 555.1854 - logcount_predictions_loss: 0.3417 2540/2540 [==============================] - 1485s 585ms/step - loss: 561.3702 - logits_profile_predictions_loss: 555.1855 - logcount_predictions_loss: 0.3417 - val_loss: 588.8400 - val_logits_profile_predictions_loss: 582.8518 - val_logcount_predictions_loss: 0.3308 Epoch 00004: val_loss improved from 591.05475 to 588.83997, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 5/50 1/2540 [..............................] - ETA: 24:53 - loss: 582.7685 - logits_profile_predictions_loss: 575.9725 - logcount_predictions_loss: 0.3755 2/2540 [..............................] - ETA: 23:51 - loss: 581.0655 - logits_profile_predictions_loss: 574.3012 - logcount_predictions_loss: 0.3737 3/2540 [..............................] - ETA: 23:50 - loss: 568.4766 - logits_profile_predictions_loss: 561.5594 - logcount_predictions_loss: 0.3822 4/2540 [..............................] - ETA: 23:51 - loss: 558.8946 - logits_profile_predictions_loss: 551.8474 - logcount_predictions_loss: 0.3894 5/2540 [..............................] - ETA: 23:50 - loss: 555.7326 - logits_profile_predictions_loss: 548.6996 - logcount_predictions_loss: 0.3886 6/2540 [..............................] - ETA: 23:50 - loss: 553.8179 - logits_profile_predictions_loss: 546.8420 - logcount_predictions_loss: 0.3854 7/2540 [..............................] - ETA: 23:50 - loss: 551.5400 - logits_profile_predictions_loss: 544.6028 - logcount_predictions_loss: 0.3833 8/2540 [..............................] - ETA: 23:49 - loss: 549.2313 - logits_profile_predictions_loss: 542.3450 - logcount_predictions_loss: 0.3805 9/2540 [..............................] - ETA: 23:48 - loss: 547.0171 - logits_profile_predictions_loss: 540.1590 - logcount_predictions_loss: 0.3789 10/2540 [..............................] - ETA: 23:47 - loss: 546.2946 - logits_profile_predictions_loss: 539.4657 - logcount_predictions_loss: 0.3773 11/2540 [..............................] - ETA: 23:47 - loss: 545.9110 - logits_profile_predictions_loss: 539.1182 - logcount_predictions_loss: 0.3753 12/2540 [..............................] - ETA: 23:49 - loss: 545.7155 - logits_profile_predictions_loss: 538.9534 - logcount_predictions_loss: 0.3736 13/2540 [..............................] - ETA: 23:48 - loss: 545.5330 - logits_profile_predictions_loss: 538.7963 - logcount_predictions_loss: 0.3722 14/2540 [..............................] - ETA: 23:47 - loss: 545.7891 - logits_profile_predictions_loss: 539.0654 - logcount_predictions_loss: 0.3715 15/2540 [..............................] - ETA: 23:46 - loss: 545.9401 - logits_profile_predictions_loss: 539.2380 - logcount_predictions_loss: 0.3703 16/2540 [..............................] - ETA: 23:46 - loss: 546.1970 - logits_profile_predictions_loss: 539.5177 - logcount_predictions_loss: 0.3690 17/2540 [..............................] - ETA: 23:45 - loss: 546.5589 - logits_profile_predictions_loss: 539.8939 - logcount_predictions_loss: 0.3682 18/2540 [..............................] - ETA: 23:44 - loss: 547.0236 - logits_profile_predictions_loss: 540.3786 - logcount_predictions_loss: 0.3671 19/2540 [..............................] - ETA: 23:44 - loss: 547.2338 - logits_profile_predictions_loss: 540.6093 - logcount_predictions_loss: 0.3660 20/2540 [..............................] - ETA: 23:43 - loss: 547.4726 - logits_profile_predictions_loss: 540.8661 - logcount_predictions_loss: 0.3650 21/2540 [..............................] - ETA: 23:42 - loss: 547.6994 - logits_profile_predictions_loss: 541.1128 - logcount_predictions_loss: 0.3639 22/2540 [..............................] - ETA: 23:42 - loss: 547.9501 - logits_profile_predictions_loss: 541.3865 - logcount_predictions_loss: 0.3626 23/2540 [..............................] - ETA: 23:41 - loss: 548.2893 - logits_profile_predictions_loss: 541.7429 - logcount_predictions_loss: 0.3617 24/2540 [..............................] - ETA: 23:40 - loss: 548.5918 - logits_profile_predictions_loss: 542.0596 - logcount_predictions_loss: 0.3609 25/2540 [..............................] - ETA: 23:40 - loss: 548.9156 - 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[..............................] - ETA: 23:35 - loss: 549.7084 - logits_profile_predictions_loss: 543.2971 - logcount_predictions_loss: 0.3542 33/2540 [..............................] - ETA: 23:35 - loss: 549.7951 - logits_profile_predictions_loss: 543.3976 - logcount_predictions_loss: 0.3534 34/2540 [..............................] - ETA: 23:34 - loss: 549.8908 - logits_profile_predictions_loss: 543.5067 - logcount_predictions_loss: 0.3527 35/2540 [..............................] - ETA: 23:34 - loss: 549.9644 - logits_profile_predictions_loss: 543.5922 - logcount_predictions_loss: 0.3521 36/2540 [..............................] - ETA: 23:33 - loss: 550.0150 - logits_profile_predictions_loss: 543.6495 - logcount_predictions_loss: 0.3517 37/2540 [..............................] - ETA: 23:32 - loss: 550.0919 - logits_profile_predictions_loss: 543.7338 - logcount_predictions_loss: 0.3513 38/2540 [..............................] - ETA: 23:32 - loss: 550.1971 - 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logits_profile_predictions_loss: 553.0483 - logcount_predictions_loss: 0.3199 2522/2540 [============================>.] - ETA: 10s - loss: 558.8384 - logits_profile_predictions_loss: 553.0482 - logcount_predictions_loss: 0.3199 2523/2540 [============================>.] - ETA: 9s - loss: 558.8383 - logits_profile_predictions_loss: 553.0480 - logcount_predictions_loss: 0.3199  2524/2540 [============================>.] - ETA: 9s - loss: 558.8381 - logits_profile_predictions_loss: 553.0478 - logcount_predictions_loss: 0.3199 2525/2540 [============================>.] - ETA: 8s - loss: 558.8379 - logits_profile_predictions_loss: 553.0477 - logcount_predictions_loss: 0.3199 2526/2540 [============================>.] - ETA: 7s - loss: 558.8378 - logits_profile_predictions_loss: 553.0475 - logcount_predictions_loss: 0.3199 2527/2540 [============================>.] - ETA: 7s - loss: 558.8376 - logits_profile_predictions_loss: 553.0473 - logcount_predictions_loss: 0.3199 2528/2540 [============================>.] - ETA: 6s - loss: 558.8374 - logits_profile_predictions_loss: 553.0472 - logcount_predictions_loss: 0.3199 2529/2540 [============================>.] - ETA: 6s - loss: 558.8372 - logits_profile_predictions_loss: 553.0470 - logcount_predictions_loss: 0.3199 2530/2540 [============================>.] - ETA: 5s - loss: 558.8370 - logits_profile_predictions_loss: 553.0468 - logcount_predictions_loss: 0.3199 2531/2540 [============================>.] - ETA: 5s - loss: 558.8369 - logits_profile_predictions_loss: 553.0466 - logcount_predictions_loss: 0.3199 2532/2540 [============================>.] - ETA: 4s - loss: 558.8367 - logits_profile_predictions_loss: 553.0464 - logcount_predictions_loss: 0.3199 2533/2540 [============================>.] - ETA: 3s - loss: 558.8365 - logits_profile_predictions_loss: 553.0462 - logcount_predictions_loss: 0.3199 2534/2540 [============================>.] - ETA: 3s - loss: 558.8363 - logits_profile_predictions_loss: 553.0461 - logcount_predictions_loss: 0.3199 2535/2540 [============================>.] - ETA: 2s - loss: 558.8361 - logits_profile_predictions_loss: 553.0459 - logcount_predictions_loss: 0.3199 2536/2540 [============================>.] - ETA: 2s - loss: 558.8359 - logits_profile_predictions_loss: 553.0457 - logcount_predictions_loss: 0.3199 2537/2540 [============================>.] - ETA: 1s - loss: 558.8357 - logits_profile_predictions_loss: 553.0455 - logcount_predictions_loss: 0.3199 2538/2540 [============================>.] - ETA: 1s - loss: 558.8355 - logits_profile_predictions_loss: 553.0453 - logcount_predictions_loss: 0.3199 2539/2540 [============================>.] - ETA: 0s - loss: 558.8353 - logits_profile_predictions_loss: 553.0451 - logcount_predictions_loss: 0.3199 2540/2540 [==============================] - ETA: 0s - loss: 558.8351 - logits_profile_predictions_loss: 553.0449 - logcount_predictions_loss: 0.3199 2540/2540 [==============================] - 1483s 584ms/step - loss: 558.8350 - logits_profile_predictions_loss: 553.0448 - logcount_predictions_loss: 0.3199 - val_loss: 588.1269 - val_logits_profile_predictions_loss: 582.0750 - val_logcount_predictions_loss: 0.3343 Epoch 00005: val_loss improved from 588.83997 to 588.12689, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 6/50 1/2540 [..............................] - ETA: 24:42 - loss: 546.7163 - logits_profile_predictions_loss: 542.4006 - logcount_predictions_loss: 0.2384 2/2540 [..............................] - ETA: 23:54 - loss: 558.2089 - logits_profile_predictions_loss: 553.6691 - logcount_predictions_loss: 0.2508 3/2540 [..............................] - ETA: 23:54 - loss: 558.8706 - logits_profile_predictions_loss: 554.3259 - logcount_predictions_loss: 0.2511 4/2540 [..............................] - ETA: 23:54 - loss: 560.5894 - logits_profile_predictions_loss: 555.9755 - logcount_predictions_loss: 0.2549 5/2540 [..............................] - ETA: 23:53 - loss: 562.6252 - logits_profile_predictions_loss: 558.0176 - logcount_predictions_loss: 0.2546 6/2540 [..............................] - ETA: 23:52 - loss: 563.1381 - logits_profile_predictions_loss: 558.4854 - logcount_predictions_loss: 0.2571 7/2540 [..............................] - ETA: 23:51 - loss: 562.3307 - logits_profile_predictions_loss: 557.6471 - logcount_predictions_loss: 0.2588 8/2540 [..............................] - ETA: 23:51 - loss: 562.1234 - logits_profile_predictions_loss: 557.4122 - logcount_predictions_loss: 0.2603 9/2540 [..............................] - ETA: 23:50 - loss: 561.5235 - logits_profile_predictions_loss: 556.7520 - logcount_predictions_loss: 0.2636 10/2540 [..............................] - ETA: 23:50 - loss: 561.0253 - logits_profile_predictions_loss: 556.2201 - logcount_predictions_loss: 0.2655 11/2540 [..............................] - ETA: 23:50 - loss: 560.2332 - logits_profile_predictions_loss: 555.3798 - logcount_predictions_loss: 0.2681 12/2540 [..............................] - ETA: 23:49 - loss: 559.6737 - logits_profile_predictions_loss: 554.7775 - logcount_predictions_loss: 0.2705 13/2540 [..............................] - ETA: 23:49 - loss: 559.1436 - logits_profile_predictions_loss: 554.2104 - logcount_predictions_loss: 0.2726 14/2540 [..............................] - ETA: 23:48 - loss: 558.4632 - logits_profile_predictions_loss: 553.5011 - logcount_predictions_loss: 0.2741 15/2540 [..............................] - ETA: 23:47 - loss: 557.8612 - logits_profile_predictions_loss: 552.8740 - logcount_predictions_loss: 0.2755 16/2540 [..............................] - ETA: 23:47 - loss: 557.4187 - logits_profile_predictions_loss: 552.4077 - logcount_predictions_loss: 0.2768 17/2540 [..............................] - ETA: 23:46 - loss: 557.0874 - logits_profile_predictions_loss: 552.0456 - logcount_predictions_loss: 0.2786 18/2540 [..............................] - ETA: 23:45 - loss: 556.7433 - logits_profile_predictions_loss: 551.6774 - logcount_predictions_loss: 0.2799 19/2540 [..............................] - ETA: 23:44 - loss: 556.3962 - logits_profile_predictions_loss: 551.3019 - logcount_predictions_loss: 0.2814 20/2540 [..............................] - ETA: 23:43 - loss: 556.0287 - logits_profile_predictions_loss: 550.9095 - logcount_predictions_loss: 0.2828 21/2540 [..............................] - ETA: 23:43 - loss: 555.6487 - logits_profile_predictions_loss: 550.5057 - logcount_predictions_loss: 0.2841 22/2540 [..............................] - ETA: 23:42 - loss: 555.4451 - logits_profile_predictions_loss: 550.2801 - logcount_predictions_loss: 0.2854 23/2540 [..............................] - ETA: 23:41 - loss: 555.1366 - logits_profile_predictions_loss: 549.9534 - logcount_predictions_loss: 0.2864 24/2540 [..............................] - ETA: 23:41 - loss: 554.7580 - logits_profile_predictions_loss: 549.5572 - logcount_predictions_loss: 0.2873 25/2540 [..............................] - ETA: 23:40 - loss: 554.4199 - logits_profile_predictions_loss: 549.2008 - logcount_predictions_loss: 0.2883 26/2540 [..............................] - ETA: 23:39 - loss: 554.0552 - logits_profile_predictions_loss: 548.8201 - logcount_predictions_loss: 0.2892 27/2540 [..............................] - ETA: 23:39 - loss: 553.6899 - logits_profile_predictions_loss: 548.4390 - logcount_predictions_loss: 0.2901 28/2540 [..............................] - ETA: 23:38 - loss: 553.3932 - logits_profile_predictions_loss: 548.1283 - logcount_predictions_loss: 0.2909 29/2540 [..............................] - ETA: 23:38 - loss: 553.1344 - logits_profile_predictions_loss: 547.8581 - logcount_predictions_loss: 0.2915 30/2540 [..............................] - ETA: 23:37 - loss: 552.9033 - logits_profile_predictions_loss: 547.6172 - logcount_predictions_loss: 0.2920 31/2540 [..............................] - ETA: 23:36 - loss: 552.6563 - logits_profile_predictions_loss: 547.3592 - logcount_predictions_loss: 0.2927 32/2540 [..............................] - ETA: 23:36 - loss: 552.4516 - logits_profile_predictions_loss: 547.1441 - logcount_predictions_loss: 0.2932 33/2540 [..............................] - ETA: 23:35 - loss: 552.2946 - logits_profile_predictions_loss: 546.9761 - logcount_predictions_loss: 0.2938 34/2540 [..............................] - ETA: 23:35 - loss: 552.1772 - logits_profile_predictions_loss: 546.8486 - logcount_predictions_loss: 0.2944 35/2540 [..............................] - ETA: 23:34 - loss: 552.0979 - logits_profile_predictions_loss: 546.7601 - logcount_predictions_loss: 0.2949 36/2540 [..............................] - ETA: 23:33 - loss: 552.0701 - logits_profile_predictions_loss: 546.7237 - logcount_predictions_loss: 0.2954 37/2540 [..............................] - ETA: 23:33 - loss: 552.0633 - logits_profile_predictions_loss: 546.7090 - logcount_predictions_loss: 0.2958 38/2540 [..............................] - ETA: 23:32 - loss: 552.0389 - logits_profile_predictions_loss: 546.6757 - logcount_predictions_loss: 0.2963 39/2540 [..............................] - ETA: 23:32 - loss: 551.9964 - logits_profile_predictions_loss: 546.6245 - logcount_predictions_loss: 0.2968 40/2540 [..............................] - ETA: 23:31 - loss: 551.9678 - logits_profile_predictions_loss: 546.5882 - logcount_predictions_loss: 0.2972 41/2540 [..............................] - ETA: 23:30 - loss: 551.9419 - logits_profile_predictions_loss: 546.5553 - logcount_predictions_loss: 0.2976 42/2540 [..............................] - ETA: 23:30 - loss: 551.9277 - logits_profile_predictions_loss: 546.5341 - logcount_predictions_loss: 0.2980 43/2540 [..............................] - ETA: 23:29 - loss: 551.9123 - logits_profile_predictions_loss: 546.5120 - logcount_predictions_loss: 0.2984 44/2540 [..............................] - ETA: 23:29 - loss: 551.8968 - logits_profile_predictions_loss: 546.4910 - logcount_predictions_loss: 0.2987 45/2540 [..............................] - ETA: 23:28 - loss: 551.8931 - logits_profile_predictions_loss: 546.4809 - logcount_predictions_loss: 0.2990 46/2540 [..............................] - ETA: 23:28 - loss: 551.9123 - logits_profile_predictions_loss: 546.4943 - logcount_predictions_loss: 0.2993 47/2540 [..............................] - ETA: 23:27 - loss: 551.9115 - logits_profile_predictions_loss: 546.4885 - logcount_predictions_loss: 0.2996 48/2540 [..............................] - ETA: 23:27 - loss: 551.9099 - logits_profile_predictions_loss: 546.4828 - logcount_predictions_loss: 0.2998 49/2540 [..............................] - ETA: 23:26 - loss: 551.8957 - logits_profile_predictions_loss: 546.4653 - logcount_predictions_loss: 0.3000 50/2540 [..............................] - ETA: 23:25 - loss: 551.8954 - logits_profile_predictions_loss: 546.4618 - logcount_predictions_loss: 0.3002 51/2540 [..............................] - ETA: 23:25 - loss: 551.8898 - logits_profile_predictions_loss: 546.4539 - logcount_predictions_loss: 0.3003 52/2540 [..............................] - ETA: 23:24 - loss: 551.8758 - logits_profile_predictions_loss: 546.4373 - logcount_predictions_loss: 0.3005 53/2540 [..............................] - ETA: 23:24 - loss: 551.8758 - logits_profile_predictions_loss: 546.4347 - logcount_predictions_loss: 0.3006 54/2540 [..............................] - ETA: 23:23 - loss: 551.9020 - logits_profile_predictions_loss: 546.4589 - logcount_predictions_loss: 0.3007 55/2540 [..............................] - ETA: 23:23 - loss: 551.9384 - logits_profile_predictions_loss: 546.4944 - logcount_predictions_loss: 0.3008 56/2540 [..............................] - ETA: 23:22 - loss: 551.9514 - logits_profile_predictions_loss: 546.5063 - logcount_predictions_loss: 0.3008 57/2540 [..............................] - ETA: 23:21 - loss: 551.9528 - logits_profile_predictions_loss: 546.5063 - logcount_predictions_loss: 0.3009 58/2540 [..............................] - ETA: 23:21 - loss: 551.9607 - logits_profile_predictions_loss: 546.5123 - logcount_predictions_loss: 0.3010 59/2540 [..............................] - ETA: 23:20 - loss: 551.9670 - logits_profile_predictions_loss: 546.5168 - logcount_predictions_loss: 0.3011 60/2540 [..............................] - ETA: 23:20 - loss: 551.9891 - logits_profile_predictions_loss: 546.5370 - logcount_predictions_loss: 0.3012 61/2540 [..............................] - ETA: 23:19 - loss: 552.0098 - logits_profile_predictions_loss: 546.5559 - logcount_predictions_loss: 0.3013 62/2540 [..............................] - ETA: 23:19 - loss: 552.0298 - logits_profile_predictions_loss: 546.5735 - logcount_predictions_loss: 0.3014 63/2540 [..............................] - ETA: 23:18 - loss: 552.0385 - logits_profile_predictions_loss: 546.5805 - logcount_predictions_loss: 0.3015 64/2540 [..............................] - ETA: 23:17 - loss: 552.0375 - logits_profile_predictions_loss: 546.5780 - logcount_predictions_loss: 0.3016 65/2540 [..............................] - ETA: 23:17 - loss: 552.0425 - logits_profile_predictions_loss: 546.5816 - logcount_predictions_loss: 0.3017 66/2540 [..............................] - ETA: 23:16 - loss: 552.0457 - logits_profile_predictions_loss: 546.5830 - logcount_predictions_loss: 0.3018 67/2540 [..............................] - ETA: 23:16 - loss: 552.0475 - logits_profile_predictions_loss: 546.5833 - logcount_predictions_loss: 0.3019 68/2540 [..............................] - ETA: 23:15 - loss: 552.0537 - logits_profile_predictions_loss: 546.5878 - logcount_predictions_loss: 0.3020 69/2540 [..............................] - ETA: 23:14 - loss: 552.0579 - logits_profile_predictions_loss: 546.5907 - logcount_predictions_loss: 0.3020 70/2540 [..............................] - ETA: 23:14 - loss: 552.0713 - logits_profile_predictions_loss: 546.6031 - logcount_predictions_loss: 0.3021 71/2540 [..............................] - ETA: 23:13 - loss: 552.0794 - logits_profile_predictions_loss: 546.6100 - logcount_predictions_loss: 0.3022 72/2540 [..............................] - ETA: 23:13 - loss: 552.0830 - logits_profile_predictions_loss: 546.6124 - logcount_predictions_loss: 0.3022 73/2540 [..............................] - ETA: 23:12 - loss: 552.0944 - logits_profile_predictions_loss: 546.6226 - logcount_predictions_loss: 0.3023 74/2540 [..............................] - ETA: 23:12 - loss: 552.1169 - logits_profile_predictions_loss: 546.6440 - logcount_predictions_loss: 0.3024 75/2540 [..............................] - ETA: 23:11 - loss: 552.1457 - logits_profile_predictions_loss: 546.6713 - logcount_predictions_loss: 0.3024 76/2540 [..............................] - ETA: 23:10 - loss: 552.1700 - logits_profile_predictions_loss: 546.6944 - logcount_predictions_loss: 0.3025 77/2540 [..............................] - ETA: 23:10 - loss: 552.1856 - logits_profile_predictions_loss: 546.7087 - logcount_predictions_loss: 0.3026 78/2540 [..............................] - ETA: 23:09 - loss: 552.2041 - logits_profile_predictions_loss: 546.7257 - logcount_predictions_loss: 0.3027 79/2540 [..............................] - ETA: 23:09 - loss: 552.2247 - logits_profile_predictions_loss: 546.7450 - logcount_predictions_loss: 0.3027 80/2540 [..............................] - ETA: 23:08 - loss: 552.2415 - logits_profile_predictions_loss: 546.7601 - logcount_predictions_loss: 0.3028 81/2540 [..............................] - ETA: 23:08 - loss: 552.2630 - logits_profile_predictions_loss: 546.7801 - logcount_predictions_loss: 0.3029 82/2540 [..............................] - ETA: 23:07 - loss: 552.2848 - logits_profile_predictions_loss: 546.8004 - logcount_predictions_loss: 0.3030 83/2540 [..............................] - ETA: 23:06 - loss: 552.3112 - logits_profile_predictions_loss: 546.8255 - logcount_predictions_loss: 0.3031 84/2540 [..............................] - ETA: 23:06 - loss: 552.3493 - logits_profile_predictions_loss: 546.8624 - logcount_predictions_loss: 0.3031 85/2540 [>.............................] - ETA: 23:05 - loss: 552.3889 - logits_profile_predictions_loss: 546.9007 - logcount_predictions_loss: 0.3032 86/2540 [>.............................] - ETA: 23:05 - loss: 552.4306 - logits_profile_predictions_loss: 546.9411 - logcount_predictions_loss: 0.3033 87/2540 [>.............................] - ETA: 23:04 - loss: 552.4796 - logits_profile_predictions_loss: 546.9890 - logcount_predictions_loss: 0.3033 88/2540 [>.............................] - ETA: 23:04 - loss: 552.5264 - logits_profile_predictions_loss: 547.0349 - logcount_predictions_loss: 0.3034 89/2540 [>.............................] - ETA: 23:03 - loss: 552.5722 - logits_profile_predictions_loss: 547.0799 - logcount_predictions_loss: 0.3034 90/2540 [>.............................] - ETA: 23:02 - loss: 552.6153 - logits_profile_predictions_loss: 547.1223 - logcount_predictions_loss: 0.3035 91/2540 [>.............................] - ETA: 23:02 - loss: 552.6529 - logits_profile_predictions_loss: 547.1594 - logcount_predictions_loss: 0.3035 92/2540 [>.............................] - ETA: 23:01 - loss: 552.6821 - logits_profile_predictions_loss: 547.1880 - logcount_predictions_loss: 0.3035 93/2540 [>.............................] - ETA: 23:01 - loss: 552.7083 - logits_profile_predictions_loss: 547.2136 - logcount_predictions_loss: 0.3036 94/2540 [>.............................] - ETA: 23:00 - loss: 552.7370 - logits_profile_predictions_loss: 547.2417 - logcount_predictions_loss: 0.3036 95/2540 [>.............................] - ETA: 23:00 - loss: 552.7635 - logits_profile_predictions_loss: 547.2678 - logcount_predictions_loss: 0.3036 96/2540 [>.............................] - ETA: 22:59 - loss: 552.7896 - logits_profile_predictions_loss: 547.2934 - logcount_predictions_loss: 0.3036 97/2540 [>.............................] - ETA: 22:58 - loss: 552.8114 - logits_profile_predictions_loss: 547.3149 - logcount_predictions_loss: 0.3037 98/2540 [>.............................] - ETA: 22:58 - loss: 552.8425 - logits_profile_predictions_loss: 547.3457 - logcount_predictions_loss: 0.3037 99/2540 [>.............................] - ETA: 22:57 - loss: 552.8824 - logits_profile_predictions_loss: 547.3853 - logcount_predictions_loss: 0.3037 100/2540 [>.............................] - ETA: 22:57 - loss: 552.9271 - logits_profile_predictions_loss: 547.4297 - logcount_predictions_loss: 0.3037 101/2540 [>.............................] - ETA: 22:56 - loss: 552.9688 - logits_profile_predictions_loss: 547.4711 - logcount_predictions_loss: 0.3037 102/2540 [>.............................] - ETA: 22:56 - loss: 553.0064 - 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[>.............................] - ETA: 22:51 - loss: 553.2720 - logits_profile_predictions_loss: 547.7703 - logcount_predictions_loss: 0.3040 110/2540 [>.............................] - ETA: 22:51 - loss: 553.3117 - logits_profile_predictions_loss: 547.8097 - logcount_predictions_loss: 0.3040 111/2540 [>.............................] - ETA: 22:50 - loss: 553.3503 - logits_profile_predictions_loss: 547.8481 - logcount_predictions_loss: 0.3040 112/2540 [>.............................] - ETA: 22:50 - loss: 553.3815 - logits_profile_predictions_loss: 547.8792 - logcount_predictions_loss: 0.3040 113/2540 [>.............................] - ETA: 22:50 - loss: 553.4094 - logits_profile_predictions_loss: 547.9071 - logcount_predictions_loss: 0.3040 114/2540 [>.............................] - ETA: 22:49 - loss: 553.4392 - logits_profile_predictions_loss: 547.9367 - logcount_predictions_loss: 0.3040 115/2540 [>.............................] - ETA: 22:48 - loss: 553.4687 - 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[============================>.] - ETA: 36s - loss: 557.6167 - logits_profile_predictions_loss: 552.0566 - logcount_predictions_loss: 0.3072 2476/2540 [============================>.] - ETA: 36s - loss: 557.6166 - logits_profile_predictions_loss: 552.0565 - logcount_predictions_loss: 0.3072 2477/2540 [============================>.] - ETA: 35s - loss: 557.6165 - logits_profile_predictions_loss: 552.0563 - logcount_predictions_loss: 0.3072 2478/2540 [============================>.] - ETA: 34s - loss: 557.6163 - logits_profile_predictions_loss: 552.0562 - logcount_predictions_loss: 0.3072 2479/2540 [============================>.] - ETA: 34s - loss: 557.6162 - logits_profile_predictions_loss: 552.0561 - logcount_predictions_loss: 0.3072 2480/2540 [============================>.] - ETA: 33s - loss: 557.6161 - logits_profile_predictions_loss: 552.0560 - logcount_predictions_loss: 0.3072 2481/2540 [============================>.] - ETA: 33s - loss: 557.6160 - 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[============================>.] - ETA: 29s - loss: 557.6151 - logits_profile_predictions_loss: 552.0550 - logcount_predictions_loss: 0.3072 2489/2540 [============================>.] - ETA: 28s - loss: 557.6150 - logits_profile_predictions_loss: 552.0549 - logcount_predictions_loss: 0.3072 2490/2540 [============================>.] - ETA: 28s - loss: 557.6148 - logits_profile_predictions_loss: 552.0547 - logcount_predictions_loss: 0.3072 2491/2540 [============================>.] - ETA: 27s - loss: 557.6147 - logits_profile_predictions_loss: 552.0546 - logcount_predictions_loss: 0.3072 2492/2540 [============================>.] - ETA: 27s - loss: 557.6146 - logits_profile_predictions_loss: 552.0545 - logcount_predictions_loss: 0.3072 2493/2540 [============================>.] - ETA: 26s - loss: 557.6144 - logits_profile_predictions_loss: 552.0544 - logcount_predictions_loss: 0.3072 2494/2540 [============================>.] - ETA: 25s - loss: 557.6143 - logits_profile_predictions_loss: 552.0543 - logcount_predictions_loss: 0.3072 2495/2540 [============================>.] - ETA: 25s - loss: 557.6142 - logits_profile_predictions_loss: 552.0541 - logcount_predictions_loss: 0.3072 2496/2540 [============================>.] - ETA: 24s - loss: 557.6141 - logits_profile_predictions_loss: 552.0540 - logcount_predictions_loss: 0.3072 2497/2540 [============================>.] - ETA: 24s - loss: 557.6139 - logits_profile_predictions_loss: 552.0539 - logcount_predictions_loss: 0.3072 2498/2540 [============================>.] - ETA: 23s - loss: 557.6138 - logits_profile_predictions_loss: 552.0538 - logcount_predictions_loss: 0.3072 2499/2540 [============================>.] - ETA: 23s - loss: 557.6137 - logits_profile_predictions_loss: 552.0537 - logcount_predictions_loss: 0.3072 2500/2540 [============================>.] - ETA: 22s - loss: 557.6136 - logits_profile_predictions_loss: 552.0535 - logcount_predictions_loss: 0.3072 2501/2540 [============================>.] - ETA: 22s - loss: 557.6134 - logits_profile_predictions_loss: 552.0534 - logcount_predictions_loss: 0.3072 2502/2540 [============================>.] - ETA: 21s - loss: 557.6133 - logits_profile_predictions_loss: 552.0532 - logcount_predictions_loss: 0.3072 2503/2540 [============================>.] - ETA: 20s - loss: 557.6131 - logits_profile_predictions_loss: 552.0531 - logcount_predictions_loss: 0.3072 2504/2540 [============================>.] - ETA: 20s - loss: 557.6130 - logits_profile_predictions_loss: 552.0530 - logcount_predictions_loss: 0.3072 2505/2540 [============================>.] - ETA: 19s - loss: 557.6128 - logits_profile_predictions_loss: 552.0528 - logcount_predictions_loss: 0.3072 2506/2540 [============================>.] - ETA: 19s - loss: 557.6127 - logits_profile_predictions_loss: 552.0527 - logcount_predictions_loss: 0.3072 2507/2540 [============================>.] - ETA: 18s - loss: 557.6126 - logits_profile_predictions_loss: 552.0526 - logcount_predictions_loss: 0.3072 2508/2540 [============================>.] - ETA: 18s - loss: 557.6124 - logits_profile_predictions_loss: 552.0524 - logcount_predictions_loss: 0.3072 2509/2540 [============================>.] - ETA: 17s - loss: 557.6123 - logits_profile_predictions_loss: 552.0523 - logcount_predictions_loss: 0.3072 2510/2540 [============================>.] - ETA: 16s - loss: 557.6122 - logits_profile_predictions_loss: 552.0522 - logcount_predictions_loss: 0.3072 2511/2540 [============================>.] - ETA: 16s - loss: 557.6120 - logits_profile_predictions_loss: 552.0520 - logcount_predictions_loss: 0.3072 2512/2540 [============================>.] - ETA: 15s - loss: 557.6119 - logits_profile_predictions_loss: 552.0519 - logcount_predictions_loss: 0.3072 2513/2540 [============================>.] - ETA: 15s - loss: 557.6118 - logits_profile_predictions_loss: 552.0518 - logcount_predictions_loss: 0.3072 2514/2540 [============================>.] - ETA: 14s - loss: 557.6117 - logits_profile_predictions_loss: 552.0517 - logcount_predictions_loss: 0.3072 2515/2540 [============================>.] - ETA: 14s - loss: 557.6116 - logits_profile_predictions_loss: 552.0516 - logcount_predictions_loss: 0.3072 2516/2540 [============================>.] - ETA: 13s - loss: 557.6115 - logits_profile_predictions_loss: 552.0515 - logcount_predictions_loss: 0.3072 2517/2540 [============================>.] - ETA: 12s - loss: 557.6113 - logits_profile_predictions_loss: 552.0514 - logcount_predictions_loss: 0.3072 2518/2540 [============================>.] - ETA: 12s - loss: 557.6112 - logits_profile_predictions_loss: 552.0513 - logcount_predictions_loss: 0.3072 2519/2540 [============================>.] - ETA: 11s - loss: 557.6111 - logits_profile_predictions_loss: 552.0511 - logcount_predictions_loss: 0.3072 2520/2540 [============================>.] - ETA: 11s - loss: 557.6110 - logits_profile_predictions_loss: 552.0510 - logcount_predictions_loss: 0.3072 2521/2540 [============================>.] - ETA: 10s - loss: 557.6109 - logits_profile_predictions_loss: 552.0509 - logcount_predictions_loss: 0.3072 2522/2540 [============================>.] - ETA: 10s - loss: 557.6107 - logits_profile_predictions_loss: 552.0508 - logcount_predictions_loss: 0.3072 2523/2540 [============================>.] - ETA: 9s - loss: 557.6106 - logits_profile_predictions_loss: 552.0506 - logcount_predictions_loss: 0.3072  2524/2540 [============================>.] - ETA: 9s - loss: 557.6105 - logits_profile_predictions_loss: 552.0505 - logcount_predictions_loss: 0.3072 2525/2540 [============================>.] - ETA: 8s - loss: 557.6103 - logits_profile_predictions_loss: 552.0504 - logcount_predictions_loss: 0.3072 2526/2540 [============================>.] - ETA: 7s - loss: 557.6102 - logits_profile_predictions_loss: 552.0502 - logcount_predictions_loss: 0.3072 2527/2540 [============================>.] - ETA: 7s - loss: 557.6100 - logits_profile_predictions_loss: 552.0501 - logcount_predictions_loss: 0.3072 2528/2540 [============================>.] - ETA: 6s - loss: 557.6099 - logits_profile_predictions_loss: 552.0499 - logcount_predictions_loss: 0.3072 2529/2540 [============================>.] - ETA: 6s - loss: 557.6097 - logits_profile_predictions_loss: 552.0498 - logcount_predictions_loss: 0.3072 2530/2540 [============================>.] - ETA: 5s - loss: 557.6095 - logits_profile_predictions_loss: 552.0496 - logcount_predictions_loss: 0.3072 2531/2540 [============================>.] - ETA: 5s - loss: 557.6094 - logits_profile_predictions_loss: 552.0494 - logcount_predictions_loss: 0.3072 2532/2540 [============================>.] - ETA: 4s - loss: 557.6092 - logits_profile_predictions_loss: 552.0493 - logcount_predictions_loss: 0.3072 2533/2540 [============================>.] - ETA: 3s - loss: 557.6090 - logits_profile_predictions_loss: 552.0491 - logcount_predictions_loss: 0.3072 2534/2540 [============================>.] - ETA: 3s - loss: 557.6089 - logits_profile_predictions_loss: 552.0490 - logcount_predictions_loss: 0.3072 2535/2540 [============================>.] - ETA: 2s - loss: 557.6087 - logits_profile_predictions_loss: 552.0488 - logcount_predictions_loss: 0.3072 2536/2540 [============================>.] - ETA: 2s - loss: 557.6086 - logits_profile_predictions_loss: 552.0487 - logcount_predictions_loss: 0.3072 2537/2540 [============================>.] - ETA: 1s - loss: 557.6084 - logits_profile_predictions_loss: 552.0485 - logcount_predictions_loss: 0.3072 2538/2540 [============================>.] - ETA: 1s - loss: 557.6083 - logits_profile_predictions_loss: 552.0483 - logcount_predictions_loss: 0.3072 2539/2540 [============================>.] - ETA: 0s - loss: 557.6081 - logits_profile_predictions_loss: 552.0482 - logcount_predictions_loss: 0.3072 2540/2540 [==============================] - ETA: 0s - loss: 557.6080 - logits_profile_predictions_loss: 552.0481 - logcount_predictions_loss: 0.3072 2540/2540 [==============================] - 1483s 584ms/step - loss: 557.6078 - logits_profile_predictions_loss: 552.0479 - logcount_predictions_loss: 0.3072 - val_loss: 589.6746 - val_logits_profile_predictions_loss: 584.4984 - val_logcount_predictions_loss: 0.2860 Epoch 00006: val_loss did not improve from 588.12689 Epoch 7/50 1/2540 [..............................] - ETA: 24:39 - loss: 548.8583 - logits_profile_predictions_loss: 543.0152 - logcount_predictions_loss: 0.3228 2/2540 [..............................] - ETA: 23:55 - loss: 558.1520 - logits_profile_predictions_loss: 552.5278 - logcount_predictions_loss: 0.3107 3/2540 [..............................] - ETA: 23:56 - loss: 563.4806 - logits_profile_predictions_loss: 558.1292 - logcount_predictions_loss: 0.2957 4/2540 [..............................] - ETA: 23:55 - loss: 565.2630 - logits_profile_predictions_loss: 560.0814 - logcount_predictions_loss: 0.2863 5/2540 [..............................] - ETA: 23:54 - loss: 564.3423 - logits_profile_predictions_loss: 559.2658 - logcount_predictions_loss: 0.2805 6/2540 [..............................] - ETA: 23:53 - loss: 564.4336 - logits_profile_predictions_loss: 559.4355 - logcount_predictions_loss: 0.2761 7/2540 [..............................] - ETA: 23:53 - loss: 563.7769 - logits_profile_predictions_loss: 558.8409 - logcount_predictions_loss: 0.2727 8/2540 [..............................] - ETA: 23:52 - loss: 562.6103 - logits_profile_predictions_loss: 557.6805 - logcount_predictions_loss: 0.2724 9/2540 [..............................] - ETA: 23:51 - loss: 562.3272 - logits_profile_predictions_loss: 557.3933 - logcount_predictions_loss: 0.2726 10/2540 [..............................] - ETA: 23:51 - loss: 562.4535 - logits_profile_predictions_loss: 557.5087 - logcount_predictions_loss: 0.2732 11/2540 [..............................] - ETA: 23:50 - loss: 562.6921 - logits_profile_predictions_loss: 557.7417 - logcount_predictions_loss: 0.2735 12/2540 [..............................] - ETA: 23:49 - loss: 562.8749 - logits_profile_predictions_loss: 557.9234 - logcount_predictions_loss: 0.2736 13/2540 [..............................] - ETA: 23:48 - loss: 562.9836 - logits_profile_predictions_loss: 558.0251 - logcount_predictions_loss: 0.2739 14/2540 [..............................] - ETA: 23:47 - loss: 562.8259 - logits_profile_predictions_loss: 557.8634 - logcount_predictions_loss: 0.2742 15/2540 [..............................] - ETA: 23:47 - loss: 562.5415 - logits_profile_predictions_loss: 557.5755 - logcount_predictions_loss: 0.2744 16/2540 [..............................] - ETA: 23:46 - loss: 562.3639 - logits_profile_predictions_loss: 557.3985 - logcount_predictions_loss: 0.2743 17/2540 [..............................] - ETA: 23:45 - loss: 562.2452 - logits_profile_predictions_loss: 557.2796 - logcount_predictions_loss: 0.2743 18/2540 [..............................] - ETA: 23:44 - loss: 561.9624 - logits_profile_predictions_loss: 557.0014 - logcount_predictions_loss: 0.2741 19/2540 [..............................] - ETA: 23:44 - loss: 561.6449 - logits_profile_predictions_loss: 556.6890 - logcount_predictions_loss: 0.2738 20/2540 [..............................] - ETA: 23:43 - loss: 561.4572 - logits_profile_predictions_loss: 556.5075 - logcount_predictions_loss: 0.2735 21/2540 [..............................] - ETA: 23:42 - loss: 561.1638 - logits_profile_predictions_loss: 556.2169 - logcount_predictions_loss: 0.2733 22/2540 [..............................] - ETA: 23:42 - loss: 560.8121 - logits_profile_predictions_loss: 555.8637 - logcount_predictions_loss: 0.2734 23/2540 [..............................] - ETA: 23:41 - loss: 560.3827 - logits_profile_predictions_loss: 555.4323 - logcount_predictions_loss: 0.2735 24/2540 [..............................] - ETA: 23:40 - loss: 559.9694 - logits_profile_predictions_loss: 555.0159 - logcount_predictions_loss: 0.2737 25/2540 [..............................] - ETA: 23:40 - loss: 559.5492 - logits_profile_predictions_loss: 554.5912 - logcount_predictions_loss: 0.2739 26/2540 [..............................] - ETA: 23:39 - loss: 559.0297 - logits_profile_predictions_loss: 554.0689 - logcount_predictions_loss: 0.2741 27/2540 [..............................] - ETA: 23:38 - loss: 558.5468 - logits_profile_predictions_loss: 553.5837 - logcount_predictions_loss: 0.2742 28/2540 [..............................] - ETA: 23:38 - loss: 558.0944 - logits_profile_predictions_loss: 553.1292 - logcount_predictions_loss: 0.2743 29/2540 [..............................] - ETA: 23:37 - loss: 557.7438 - logits_profile_predictions_loss: 552.7763 - logcount_predictions_loss: 0.2744 30/2540 [..............................] - ETA: 23:37 - loss: 557.3857 - logits_profile_predictions_loss: 552.4154 - logcount_predictions_loss: 0.2746 31/2540 [..............................] - ETA: 23:36 - loss: 557.1223 - logits_profile_predictions_loss: 552.1494 - logcount_predictions_loss: 0.2747 32/2540 [..............................] - ETA: 23:36 - loss: 556.9282 - logits_profile_predictions_loss: 551.9528 - logcount_predictions_loss: 0.2749 33/2540 [..............................] - ETA: 23:35 - loss: 556.8668 - logits_profile_predictions_loss: 551.8880 - logcount_predictions_loss: 0.2751 34/2540 [..............................] - ETA: 23:34 - loss: 556.7866 - logits_profile_predictions_loss: 551.8054 - logcount_predictions_loss: 0.2752 35/2540 [..............................] - ETA: 23:34 - loss: 556.6748 - logits_profile_predictions_loss: 551.6905 - logcount_predictions_loss: 0.2754 36/2540 [..............................] - ETA: 23:33 - loss: 556.5934 - logits_profile_predictions_loss: 551.6049 - logcount_predictions_loss: 0.2756 37/2540 [..............................] - ETA: 23:33 - loss: 556.5176 - logits_profile_predictions_loss: 551.5250 - logcount_predictions_loss: 0.2758 38/2540 [..............................] - ETA: 23:32 - loss: 556.4450 - logits_profile_predictions_loss: 551.4493 - logcount_predictions_loss: 0.2760 39/2540 [..............................] - ETA: 23:31 - loss: 556.4012 - logits_profile_predictions_loss: 551.4023 - logcount_predictions_loss: 0.2762 40/2540 [..............................] - ETA: 23:31 - loss: 556.3958 - logits_profile_predictions_loss: 551.3932 - logcount_predictions_loss: 0.2764 41/2540 [..............................] - ETA: 23:30 - loss: 556.3847 - logits_profile_predictions_loss: 551.3780 - logcount_predictions_loss: 0.2766 42/2540 [..............................] - ETA: 23:30 - loss: 556.3879 - logits_profile_predictions_loss: 551.3776 - logcount_predictions_loss: 0.2768 43/2540 [..............................] - ETA: 23:29 - loss: 556.3781 - logits_profile_predictions_loss: 551.3640 - logcount_predictions_loss: 0.2770 44/2540 [..............................] - ETA: 23:29 - loss: 556.3328 - logits_profile_predictions_loss: 551.3152 - logcount_predictions_loss: 0.2772 45/2540 [..............................] - ETA: 23:28 - loss: 556.3370 - logits_profile_predictions_loss: 551.3132 - logcount_predictions_loss: 0.2776 46/2540 [..............................] - ETA: 23:27 - loss: 556.3044 - logits_profile_predictions_loss: 551.2749 - logcount_predictions_loss: 0.2779 47/2540 [..............................] - ETA: 23:27 - loss: 556.2999 - logits_profile_predictions_loss: 551.2644 - logcount_predictions_loss: 0.2782 48/2540 [..............................] - ETA: 23:26 - loss: 556.3214 - logits_profile_predictions_loss: 551.2800 - logcount_predictions_loss: 0.2785 49/2540 [..............................] - ETA: 23:26 - loss: 556.3049 - logits_profile_predictions_loss: 551.2584 - logcount_predictions_loss: 0.2788 50/2540 [..............................] - ETA: 23:25 - loss: 556.3085 - logits_profile_predictions_loss: 551.2568 - logcount_predictions_loss: 0.2791 51/2540 [..............................] - ETA: 23:24 - loss: 556.3081 - logits_profile_predictions_loss: 551.2516 - logcount_predictions_loss: 0.2794 52/2540 [..............................] - ETA: 23:24 - loss: 556.2983 - logits_profile_predictions_loss: 551.2370 - logcount_predictions_loss: 0.2796 53/2540 [..............................] - ETA: 23:23 - loss: 556.2755 - logits_profile_predictions_loss: 551.2098 - logcount_predictions_loss: 0.2799 54/2540 [..............................] - ETA: 23:23 - loss: 556.2568 - logits_profile_predictions_loss: 551.1868 - logcount_predictions_loss: 0.2801 55/2540 [..............................] - ETA: 23:23 - loss: 556.2282 - logits_profile_predictions_loss: 551.1546 - logcount_predictions_loss: 0.2803 56/2540 [..............................] - ETA: 23:22 - loss: 556.1881 - logits_profile_predictions_loss: 551.1111 - logcount_predictions_loss: 0.2805 57/2540 [..............................] - ETA: 23:21 - loss: 556.1699 - logits_profile_predictions_loss: 551.0900 - logcount_predictions_loss: 0.2807 58/2540 [..............................] - ETA: 23:21 - loss: 556.1696 - logits_profile_predictions_loss: 551.0867 - logcount_predictions_loss: 0.2808 59/2540 [..............................] - ETA: 23:20 - loss: 556.1690 - logits_profile_predictions_loss: 551.0825 - logcount_predictions_loss: 0.2810 60/2540 [..............................] - ETA: 23:20 - loss: 556.1825 - logits_profile_predictions_loss: 551.0919 - logcount_predictions_loss: 0.2813 61/2540 [..............................] - ETA: 23:19 - loss: 556.2003 - logits_profile_predictions_loss: 551.1054 - logcount_predictions_loss: 0.2815 62/2540 [..............................] - ETA: 23:19 - loss: 556.2188 - logits_profile_predictions_loss: 551.1197 - logcount_predictions_loss: 0.2817 63/2540 [..............................] - ETA: 23:18 - loss: 556.2116 - logits_profile_predictions_loss: 551.1084 - logcount_predictions_loss: 0.2819 64/2540 [..............................] - ETA: 23:17 - loss: 556.2088 - logits_profile_predictions_loss: 551.1014 - logcount_predictions_loss: 0.2822 65/2540 [..............................] - ETA: 23:17 - loss: 556.2210 - logits_profile_predictions_loss: 551.1089 - logcount_predictions_loss: 0.2824 66/2540 [..............................] - ETA: 23:16 - loss: 556.2287 - logits_profile_predictions_loss: 551.1122 - logcount_predictions_loss: 0.2827 67/2540 [..............................] - ETA: 23:16 - loss: 556.2310 - logits_profile_predictions_loss: 551.1103 - logcount_predictions_loss: 0.2829 68/2540 [..............................] - ETA: 23:15 - loss: 556.2577 - logits_profile_predictions_loss: 551.1329 - logcount_predictions_loss: 0.2831 69/2540 [..............................] - ETA: 23:15 - loss: 556.2641 - logits_profile_predictions_loss: 551.1351 - logcount_predictions_loss: 0.2834 70/2540 [..............................] - ETA: 23:14 - loss: 556.2790 - logits_profile_predictions_loss: 551.1454 - logcount_predictions_loss: 0.2836 71/2540 [..............................] - ETA: 23:14 - loss: 556.2854 - logits_profile_predictions_loss: 551.1472 - logcount_predictions_loss: 0.2839 72/2540 [..............................] - ETA: 23:13 - loss: 556.2874 - logits_profile_predictions_loss: 551.1442 - logcount_predictions_loss: 0.2842 73/2540 [..............................] - ETA: 23:13 - loss: 556.2929 - logits_profile_predictions_loss: 551.1452 - logcount_predictions_loss: 0.2844 74/2540 [..............................] - ETA: 23:12 - loss: 556.2917 - logits_profile_predictions_loss: 551.1395 - logcount_predictions_loss: 0.2846 75/2540 [..............................] - ETA: 23:12 - loss: 556.2915 - logits_profile_predictions_loss: 551.1352 - logcount_predictions_loss: 0.2849 76/2540 [..............................] - ETA: 23:11 - loss: 556.2903 - 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[============================>.] - ETA: 22s - loss: 553.5415 - logits_profile_predictions_loss: 548.1362 - logcount_predictions_loss: 0.2986 2502/2540 [============================>.] - ETA: 21s - loss: 553.5420 - logits_profile_predictions_loss: 548.1368 - logcount_predictions_loss: 0.2986 2503/2540 [============================>.] - ETA: 20s - loss: 553.5426 - logits_profile_predictions_loss: 548.1373 - logcount_predictions_loss: 0.2986 2504/2540 [============================>.] - ETA: 20s - loss: 553.5431 - logits_profile_predictions_loss: 548.1379 - logcount_predictions_loss: 0.2986 2505/2540 [============================>.] - ETA: 19s - loss: 553.5437 - logits_profile_predictions_loss: 548.1384 - logcount_predictions_loss: 0.2986 2506/2540 [============================>.] - ETA: 19s - loss: 553.5442 - logits_profile_predictions_loss: 548.1390 - logcount_predictions_loss: 0.2986 2507/2540 [============================>.] - ETA: 18s - loss: 553.5447 - 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[============================>.] - ETA: 7s - loss: 553.5555 - logits_profile_predictions_loss: 548.1505 - logcount_predictions_loss: 0.2986 2528/2540 [============================>.] - ETA: 6s - loss: 553.5560 - logits_profile_predictions_loss: 548.1511 - logcount_predictions_loss: 0.2986 2529/2540 [============================>.] - ETA: 6s - loss: 553.5566 - logits_profile_predictions_loss: 548.1516 - logcount_predictions_loss: 0.2986 2530/2540 [============================>.] - ETA: 5s - loss: 553.5571 - logits_profile_predictions_loss: 548.1522 - logcount_predictions_loss: 0.2986 2531/2540 [============================>.] - ETA: 5s - loss: 553.5577 - logits_profile_predictions_loss: 548.1527 - logcount_predictions_loss: 0.2986 2532/2540 [============================>.] - ETA: 4s - loss: 553.5582 - logits_profile_predictions_loss: 548.1533 - logcount_predictions_loss: 0.2986 2533/2540 [============================>.] - ETA: 3s - loss: 553.5588 - logits_profile_predictions_loss: 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loss: 553.5625 - logits_profile_predictions_loss: 548.1577 - logcount_predictions_loss: 0.2986 2540/2540 [==============================] - 1483s 584ms/step - loss: 553.5631 - logits_profile_predictions_loss: 548.1582 - logcount_predictions_loss: 0.2986 - val_loss: 586.9494 - val_logits_profile_predictions_loss: 581.4108 - val_logcount_predictions_loss: 0.3060 Epoch 00007: val_loss improved from 588.12689 to 586.94940, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 8/50 1/2540 [..............................] - ETA: 24:40 - loss: 602.9118 - logits_profile_predictions_loss: 597.6257 - logcount_predictions_loss: 0.2920 2/2540 [..............................] - ETA: 23:50 - loss: 608.0244 - logits_profile_predictions_loss: 602.9462 - logcount_predictions_loss: 0.2806 3/2540 [..............................] - ETA: 23:50 - loss: 601.6685 - logits_profile_predictions_loss: 596.5841 - 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17/2540 [..............................] - ETA: 23:43 - loss: 559.5844 - logits_profile_predictions_loss: 554.4348 - logcount_predictions_loss: 0.2845 18/2540 [..............................] - ETA: 23:42 - loss: 558.9197 - logits_profile_predictions_loss: 553.7803 - logcount_predictions_loss: 0.2839 19/2540 [..............................] - ETA: 23:42 - loss: 558.4196 - logits_profile_predictions_loss: 553.2936 - logcount_predictions_loss: 0.2832 20/2540 [..............................] - ETA: 23:41 - loss: 558.0341 - logits_profile_predictions_loss: 552.9163 - logcount_predictions_loss: 0.2828 21/2540 [..............................] - ETA: 23:40 - loss: 557.5966 - logits_profile_predictions_loss: 552.4873 - logcount_predictions_loss: 0.2823 22/2540 [..............................] - ETA: 23:40 - loss: 557.1297 - logits_profile_predictions_loss: 552.0293 - logcount_predictions_loss: 0.2818 23/2540 [..............................] - ETA: 23:39 - loss: 556.7379 - 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loss: 552.8200 - logits_profile_predictions_loss: 547.6103 - logcount_predictions_loss: 0.2878 2540/2540 [==============================] - ETA: 0s - loss: 552.8202 - logits_profile_predictions_loss: 547.6105 - logcount_predictions_loss: 0.2878 2540/2540 [==============================] - 1482s 583ms/step - loss: 552.8203 - logits_profile_predictions_loss: 547.6107 - logcount_predictions_loss: 0.2878 - val_loss: 587.4514 - val_logits_profile_predictions_loss: 582.1487 - val_logcount_predictions_loss: 0.2930 Epoch 00008: val_loss did not improve from 586.94940 Epoch 9/50 1/2540 [..............................] - ETA: 25:09 - loss: 535.5547 - logits_profile_predictions_loss: 529.8456 - logcount_predictions_loss: 0.3154 2/2540 [..............................] - ETA: 23:56 - loss: 535.9686 - logits_profile_predictions_loss: 530.1051 - logcount_predictions_loss: 0.3239 3/2540 [..............................] - ETA: 23:53 - loss: 538.3046 - logits_profile_predictions_loss: 532.6440 - logcount_predictions_loss: 0.3127 4/2540 [..............................] - ETA: 23:52 - loss: 536.5142 - logits_profile_predictions_loss: 530.9571 - logcount_predictions_loss: 0.3070 5/2540 [..............................] - ETA: 23:51 - loss: 538.2728 - logits_profile_predictions_loss: 532.5099 - logcount_predictions_loss: 0.3184 6/2540 [..............................] - ETA: 23:50 - loss: 538.8302 - logits_profile_predictions_loss: 532.9658 - logcount_predictions_loss: 0.3240 7/2540 [..............................] - ETA: 23:50 - loss: 540.1681 - logits_profile_predictions_loss: 534.2300 - logcount_predictions_loss: 0.3281 8/2540 [..............................] - ETA: 23:50 - loss: 541.2796 - logits_profile_predictions_loss: 535.3057 - logcount_predictions_loss: 0.3300 9/2540 [..............................] - ETA: 23:49 - loss: 542.1247 - logits_profile_predictions_loss: 536.1285 - logcount_predictions_loss: 0.3313 10/2540 [..............................] - ETA: 23:48 - loss: 542.6016 - logits_profile_predictions_loss: 536.6126 - logcount_predictions_loss: 0.3309 11/2540 [..............................] - ETA: 23:48 - loss: 543.2800 - logits_profile_predictions_loss: 537.3000 - logcount_predictions_loss: 0.3304 12/2540 [..............................] - ETA: 23:47 - loss: 543.9496 - logits_profile_predictions_loss: 537.9669 - logcount_predictions_loss: 0.3305 13/2540 [..............................] - ETA: 23:46 - loss: 544.4266 - logits_profile_predictions_loss: 538.4540 - logcount_predictions_loss: 0.3300 14/2540 [..............................] - ETA: 23:46 - loss: 544.5963 - logits_profile_predictions_loss: 538.6433 - logcount_predictions_loss: 0.3289 15/2540 [..............................] - ETA: 23:45 - loss: 544.6906 - logits_profile_predictions_loss: 538.7601 - logcount_predictions_loss: 0.3277 16/2540 [..............................] - ETA: 23:45 - loss: 544.7604 - logits_profile_predictions_loss: 538.8445 - logcount_predictions_loss: 0.3268 17/2540 [..............................] - ETA: 23:44 - loss: 544.9529 - logits_profile_predictions_loss: 539.0485 - logcount_predictions_loss: 0.3262 18/2540 [..............................] - ETA: 23:43 - loss: 545.3261 - logits_profile_predictions_loss: 539.4334 - logcount_predictions_loss: 0.3256 19/2540 [..............................] - ETA: 23:43 - loss: 545.8196 - logits_profile_predictions_loss: 539.9424 - logcount_predictions_loss: 0.3247 20/2540 [..............................] - ETA: 23:42 - loss: 546.3096 - logits_profile_predictions_loss: 540.4489 - logcount_predictions_loss: 0.3238 21/2540 [..............................] - ETA: 23:42 - loss: 546.8389 - logits_profile_predictions_loss: 540.9879 - logcount_predictions_loss: 0.3233 22/2540 [..............................] - ETA: 23:41 - loss: 547.2773 - logits_profile_predictions_loss: 541.4330 - logcount_predictions_loss: 0.3229 23/2540 [..............................] - ETA: 23:40 - loss: 547.7964 - logits_profile_predictions_loss: 541.9603 - logcount_predictions_loss: 0.3224 24/2540 [..............................] - ETA: 23:40 - loss: 548.3033 - logits_profile_predictions_loss: 542.4745 - logcount_predictions_loss: 0.3220 25/2540 [..............................] - ETA: 23:39 - loss: 548.6544 - logits_profile_predictions_loss: 542.8324 - logcount_predictions_loss: 0.3217 26/2540 [..............................] - ETA: 23:39 - loss: 548.9371 - logits_profile_predictions_loss: 543.1226 - logcount_predictions_loss: 0.3212 27/2540 [..............................] - ETA: 23:38 - loss: 549.1179 - logits_profile_predictions_loss: 543.3108 - logcount_predictions_loss: 0.3208 28/2540 [..............................] - ETA: 23:37 - loss: 549.3231 - logits_profile_predictions_loss: 543.5230 - logcount_predictions_loss: 0.3204 29/2540 [..............................] - ETA: 23:37 - loss: 549.5391 - logits_profile_predictions_loss: 543.7476 - logcount_predictions_loss: 0.3200 30/2540 [..............................] - ETA: 23:36 - loss: 549.6694 - logits_profile_predictions_loss: 543.8856 - logcount_predictions_loss: 0.3195 31/2540 [..............................] - ETA: 23:36 - loss: 549.7384 - logits_profile_predictions_loss: 543.9618 - logcount_predictions_loss: 0.3192 32/2540 [..............................] - ETA: 23:35 - loss: 549.8166 - logits_profile_predictions_loss: 544.0466 - logcount_predictions_loss: 0.3188 33/2540 [..............................] - ETA: 23:34 - loss: 549.8822 - logits_profile_predictions_loss: 544.1201 - logcount_predictions_loss: 0.3183 34/2540 [..............................] - ETA: 23:34 - loss: 549.9745 - logits_profile_predictions_loss: 544.2209 - logcount_predictions_loss: 0.3179 35/2540 [..............................] - ETA: 23:33 - loss: 550.0500 - logits_profile_predictions_loss: 544.3049 - logcount_predictions_loss: 0.3174 36/2540 [..............................] - ETA: 23:33 - loss: 550.1243 - logits_profile_predictions_loss: 544.3871 - logcount_predictions_loss: 0.3170 37/2540 [..............................] - ETA: 23:32 - loss: 550.1728 - logits_profile_predictions_loss: 544.4430 - logcount_predictions_loss: 0.3166 38/2540 [..............................] - ETA: 23:31 - loss: 550.2012 - logits_profile_predictions_loss: 544.4788 - logcount_predictions_loss: 0.3162 39/2540 [..............................] - ETA: 23:31 - loss: 550.2128 - logits_profile_predictions_loss: 544.4979 - logcount_predictions_loss: 0.3157 40/2540 [..............................] - ETA: 23:30 - loss: 550.1874 - logits_profile_predictions_loss: 544.4811 - logcount_predictions_loss: 0.3153 41/2540 [..............................] - ETA: 23:30 - loss: 550.1149 - logits_profile_predictions_loss: 544.4161 - logcount_predictions_loss: 0.3149 42/2540 [..............................] - ETA: 23:29 - loss: 550.0420 - logits_profile_predictions_loss: 544.3511 - logcount_predictions_loss: 0.3144 43/2540 [..............................] - ETA: 23:29 - loss: 549.9683 - logits_profile_predictions_loss: 544.2852 - logcount_predictions_loss: 0.3140 44/2540 [..............................] - ETA: 23:29 - loss: 549.8703 - logits_profile_predictions_loss: 544.1956 - logcount_predictions_loss: 0.3135 45/2540 [..............................] - ETA: 23:28 - loss: 549.7703 - logits_profile_predictions_loss: 544.1043 - logcount_predictions_loss: 0.3130 46/2540 [..............................] - ETA: 23:28 - loss: 549.6785 - logits_profile_predictions_loss: 544.0212 - logcount_predictions_loss: 0.3126 47/2540 [..............................] - ETA: 23:27 - loss: 549.6019 - logits_profile_predictions_loss: 543.9528 - logcount_predictions_loss: 0.3121 48/2540 [..............................] - ETA: 23:27 - loss: 549.4851 - logits_profile_predictions_loss: 543.8442 - logcount_predictions_loss: 0.3117 49/2540 [..............................] - ETA: 23:26 - loss: 549.3978 - logits_profile_predictions_loss: 543.7651 - logcount_predictions_loss: 0.3112 50/2540 [..............................] - ETA: 23:25 - loss: 549.3442 - logits_profile_predictions_loss: 543.7199 - logcount_predictions_loss: 0.3107 51/2540 [..............................] - ETA: 23:25 - loss: 549.3141 - logits_profile_predictions_loss: 543.6972 - logcount_predictions_loss: 0.3103 52/2540 [..............................] - ETA: 23:24 - loss: 549.2890 - logits_profile_predictions_loss: 543.6797 - logcount_predictions_loss: 0.3099 53/2540 [..............................] - ETA: 23:24 - loss: 549.2731 - logits_profile_predictions_loss: 543.6713 - logcount_predictions_loss: 0.3095 54/2540 [..............................] - ETA: 23:23 - loss: 549.2792 - logits_profile_predictions_loss: 543.6845 - logcount_predictions_loss: 0.3091 55/2540 [..............................] - ETA: 23:23 - loss: 549.2928 - logits_profile_predictions_loss: 543.7051 - logcount_predictions_loss: 0.3087 56/2540 [..............................] - ETA: 23:22 - loss: 549.3117 - logits_profile_predictions_loss: 543.7312 - logcount_predictions_loss: 0.3083 57/2540 [..............................] - ETA: 23:21 - loss: 549.3095 - logits_profile_predictions_loss: 543.7365 - logcount_predictions_loss: 0.3079 58/2540 [..............................] - ETA: 23:21 - loss: 549.3111 - logits_profile_predictions_loss: 543.7452 - logcount_predictions_loss: 0.3075 59/2540 [..............................] - ETA: 23:20 - loss: 549.3040 - logits_profile_predictions_loss: 543.7456 - logcount_predictions_loss: 0.3071 60/2540 [..............................] - ETA: 23:20 - loss: 549.2995 - logits_profile_predictions_loss: 543.7482 - logcount_predictions_loss: 0.3067 61/2540 [..............................] - ETA: 23:19 - loss: 549.2963 - logits_profile_predictions_loss: 543.7520 - logcount_predictions_loss: 0.3063 62/2540 [..............................] - ETA: 23:18 - loss: 549.2914 - logits_profile_predictions_loss: 543.7541 - logcount_predictions_loss: 0.3059 63/2540 [..............................] - ETA: 23:18 - loss: 549.3077 - logits_profile_predictions_loss: 543.7774 - logcount_predictions_loss: 0.3055 64/2540 [..............................] - ETA: 23:17 - loss: 549.3161 - logits_profile_predictions_loss: 543.7929 - logcount_predictions_loss: 0.3051 65/2540 [..............................] - ETA: 23:17 - loss: 549.3214 - logits_profile_predictions_loss: 543.8053 - logcount_predictions_loss: 0.3048 66/2540 [..............................] - ETA: 23:16 - loss: 549.3249 - logits_profile_predictions_loss: 543.8156 - logcount_predictions_loss: 0.3044 67/2540 [..............................] - ETA: 23:16 - loss: 549.3235 - logits_profile_predictions_loss: 543.8206 - logcount_predictions_loss: 0.3040 68/2540 [..............................] - ETA: 23:15 - loss: 549.3216 - logits_profile_predictions_loss: 543.8250 - logcount_predictions_loss: 0.3037 69/2540 [..............................] - ETA: 23:15 - loss: 549.3307 - logits_profile_predictions_loss: 543.8402 - logcount_predictions_loss: 0.3033 70/2540 [..............................] - ETA: 23:14 - loss: 549.3450 - logits_profile_predictions_loss: 543.8602 - logcount_predictions_loss: 0.3030 71/2540 [..............................] - ETA: 23:13 - loss: 549.3635 - logits_profile_predictions_loss: 543.8844 - logcount_predictions_loss: 0.3027 72/2540 [..............................] - ETA: 23:13 - loss: 549.3772 - logits_profile_predictions_loss: 543.9038 - logcount_predictions_loss: 0.3024 73/2540 [..............................] - ETA: 23:12 - loss: 549.3884 - logits_profile_predictions_loss: 543.9209 - logcount_predictions_loss: 0.3021 74/2540 [..............................] - ETA: 23:12 - loss: 549.3915 - logits_profile_predictions_loss: 543.9294 - logcount_predictions_loss: 0.3018 75/2540 [..............................] - ETA: 23:11 - loss: 549.4035 - logits_profile_predictions_loss: 543.9461 - logcount_predictions_loss: 0.3015 76/2540 [..............................] - ETA: 23:11 - loss: 549.4196 - logits_profile_predictions_loss: 543.9669 - logcount_predictions_loss: 0.3013 77/2540 [..............................] - ETA: 23:10 - loss: 549.4239 - logits_profile_predictions_loss: 543.9758 - logcount_predictions_loss: 0.3010 78/2540 [..............................] - ETA: 23:09 - loss: 549.4280 - logits_profile_predictions_loss: 543.9843 - logcount_predictions_loss: 0.3008 79/2540 [..............................] - ETA: 23:09 - loss: 549.4352 - logits_profile_predictions_loss: 543.9958 - logcount_predictions_loss: 0.3005 80/2540 [..............................] - ETA: 23:08 - loss: 549.4451 - logits_profile_predictions_loss: 544.0099 - logcount_predictions_loss: 0.3003 81/2540 [..............................] - ETA: 23:08 - loss: 549.4534 - logits_profile_predictions_loss: 544.0225 - logcount_predictions_loss: 0.3000 82/2540 [..............................] - ETA: 23:07 - loss: 549.4684 - logits_profile_predictions_loss: 544.0414 - logcount_predictions_loss: 0.2998 83/2540 [..............................] - ETA: 23:07 - loss: 549.4911 - logits_profile_predictions_loss: 544.0678 - logcount_predictions_loss: 0.2996 84/2540 [..............................] - ETA: 23:06 - loss: 549.5115 - logits_profile_predictions_loss: 544.0916 - logcount_predictions_loss: 0.2994 85/2540 [>.............................] - ETA: 23:05 - loss: 549.5403 - logits_profile_predictions_loss: 544.1237 - logcount_predictions_loss: 0.2993 86/2540 [>.............................] - ETA: 23:05 - loss: 549.5663 - logits_profile_predictions_loss: 544.1531 - logcount_predictions_loss: 0.2991 87/2540 [>.............................] - ETA: 23:04 - loss: 549.5891 - logits_profile_predictions_loss: 544.1792 - logcount_predictions_loss: 0.2989 88/2540 [>.............................] - ETA: 23:04 - loss: 549.6086 - logits_profile_predictions_loss: 544.2020 - logcount_predictions_loss: 0.2987 89/2540 [>.............................] - ETA: 23:03 - loss: 549.6267 - logits_profile_predictions_loss: 544.2233 - logcount_predictions_loss: 0.2985 90/2540 [>.............................] - ETA: 23:03 - loss: 549.6327 - logits_profile_predictions_loss: 544.2325 - logcount_predictions_loss: 0.2983 91/2540 [>.............................] - ETA: 23:02 - loss: 549.6402 - logits_profile_predictions_loss: 544.2433 - logcount_predictions_loss: 0.2982 92/2540 [>.............................] - ETA: 23:02 - loss: 549.6423 - logits_profile_predictions_loss: 544.2488 - logcount_predictions_loss: 0.2980 93/2540 [>.............................] - ETA: 23:01 - loss: 549.6443 - logits_profile_predictions_loss: 544.2540 - logcount_predictions_loss: 0.2978 94/2540 [>.............................] - ETA: 23:00 - loss: 549.6391 - logits_profile_predictions_loss: 544.2520 - logcount_predictions_loss: 0.2976 95/2540 [>.............................] - ETA: 23:00 - loss: 549.6295 - logits_profile_predictions_loss: 544.2458 - logcount_predictions_loss: 0.2974 96/2540 [>.............................] - ETA: 22:59 - loss: 549.6191 - logits_profile_predictions_loss: 544.2387 - logcount_predictions_loss: 0.2973 97/2540 [>.............................] - ETA: 22:59 - loss: 549.6185 - logits_profile_predictions_loss: 544.2416 - logcount_predictions_loss: 0.2971 98/2540 [>.............................] - ETA: 22:58 - loss: 549.6140 - logits_profile_predictions_loss: 544.2402 - logcount_predictions_loss: 0.2969 99/2540 [>.............................] - ETA: 22:58 - loss: 549.6111 - logits_profile_predictions_loss: 544.2405 - logcount_predictions_loss: 0.2967 100/2540 [>.............................] - ETA: 22:57 - loss: 549.6057 - logits_profile_predictions_loss: 544.2383 - logcount_predictions_loss: 0.2965 101/2540 [>.............................] - ETA: 22:56 - loss: 549.6017 - 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[>.............................] - ETA: 22:52 - loss: 549.5108 - logits_profile_predictions_loss: 544.1688 - logcount_predictions_loss: 0.2951 109/2540 [>.............................] - ETA: 22:52 - loss: 549.5007 - logits_profile_predictions_loss: 544.1618 - logcount_predictions_loss: 0.2950 110/2540 [>.............................] - ETA: 22:51 - loss: 549.4925 - logits_profile_predictions_loss: 544.1565 - logcount_predictions_loss: 0.2948 111/2540 [>.............................] - ETA: 22:51 - loss: 549.4847 - logits_profile_predictions_loss: 544.1515 - logcount_predictions_loss: 0.2946 112/2540 [>.............................] - ETA: 22:50 - loss: 549.4818 - logits_profile_predictions_loss: 544.1513 - logcount_predictions_loss: 0.2945 113/2540 [>.............................] - ETA: 22:50 - loss: 549.4787 - logits_profile_predictions_loss: 544.1510 - logcount_predictions_loss: 0.2943 114/2540 [>.............................] - ETA: 22:49 - loss: 549.4760 - 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[>.............................] - ETA: 22:45 - loss: 549.3974 - logits_profile_predictions_loss: 544.0891 - logcount_predictions_loss: 0.2933 122/2540 [>.............................] - ETA: 22:45 - loss: 549.3815 - logits_profile_predictions_loss: 544.0753 - logcount_predictions_loss: 0.2932 123/2540 [>.............................] - ETA: 22:44 - loss: 549.3611 - logits_profile_predictions_loss: 544.0571 - logcount_predictions_loss: 0.2930 124/2540 [>.............................] - ETA: 22:43 - loss: 549.3413 - logits_profile_predictions_loss: 544.0395 - logcount_predictions_loss: 0.2929 125/2540 [>.............................] - ETA: 22:43 - loss: 549.3263 - logits_profile_predictions_loss: 544.0265 - logcount_predictions_loss: 0.2928 126/2540 [>.............................] - ETA: 22:42 - loss: 549.3076 - logits_profile_predictions_loss: 544.0100 - logcount_predictions_loss: 0.2927 127/2540 [>.............................] - ETA: 22:42 - loss: 549.2865 - 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[============================>.] - ETA: 22s - loss: 551.5383 - logits_profile_predictions_loss: 546.4872 - logcount_predictions_loss: 0.2791 2501/2540 [============================>.] - ETA: 22s - loss: 551.5385 - logits_profile_predictions_loss: 546.4874 - logcount_predictions_loss: 0.2791 2502/2540 [============================>.] - ETA: 21s - loss: 551.5387 - logits_profile_predictions_loss: 546.4876 - logcount_predictions_loss: 0.2791 2503/2540 [============================>.] - ETA: 20s - loss: 551.5389 - logits_profile_predictions_loss: 546.4878 - logcount_predictions_loss: 0.2791 2504/2540 [============================>.] - ETA: 20s - loss: 551.5391 - logits_profile_predictions_loss: 546.4880 - logcount_predictions_loss: 0.2791 2505/2540 [============================>.] - ETA: 19s - loss: 551.5393 - logits_profile_predictions_loss: 546.4882 - logcount_predictions_loss: 0.2791 2506/2540 [============================>.] - ETA: 19s - loss: 551.5395 - 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[============================>.] - ETA: 15s - loss: 551.5408 - logits_profile_predictions_loss: 546.4897 - logcount_predictions_loss: 0.2791 2514/2540 [============================>.] - ETA: 14s - loss: 551.5409 - logits_profile_predictions_loss: 546.4899 - logcount_predictions_loss: 0.2791 2515/2540 [============================>.] - ETA: 14s - loss: 551.5411 - logits_profile_predictions_loss: 546.4900 - logcount_predictions_loss: 0.2791 2516/2540 [============================>.] - ETA: 13s - loss: 551.5413 - logits_profile_predictions_loss: 546.4902 - logcount_predictions_loss: 0.2791 2517/2540 [============================>.] - ETA: 12s - loss: 551.5414 - logits_profile_predictions_loss: 546.4904 - logcount_predictions_loss: 0.2791 2518/2540 [============================>.] - ETA: 12s - loss: 551.5416 - logits_profile_predictions_loss: 546.4905 - logcount_predictions_loss: 0.2791 2519/2540 [============================>.] - ETA: 11s - loss: 551.5418 - 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[============================>.] - ETA: 7s - loss: 551.5428 - logits_profile_predictions_loss: 546.4917 - logcount_predictions_loss: 0.2791 2527/2540 [============================>.] - ETA: 7s - loss: 551.5430 - logits_profile_predictions_loss: 546.4919 - logcount_predictions_loss: 0.2791 2528/2540 [============================>.] - ETA: 6s - loss: 551.5432 - logits_profile_predictions_loss: 546.4921 - logcount_predictions_loss: 0.2791 2529/2540 [============================>.] - ETA: 6s - loss: 551.5433 - logits_profile_predictions_loss: 546.4922 - logcount_predictions_loss: 0.2791 2530/2540 [============================>.] - ETA: 5s - loss: 551.5435 - logits_profile_predictions_loss: 546.4924 - logcount_predictions_loss: 0.2791 2531/2540 [============================>.] - ETA: 5s - loss: 551.5436 - logits_profile_predictions_loss: 546.4925 - logcount_predictions_loss: 0.2791 2532/2540 [============================>.] - ETA: 4s - loss: 551.5438 - logits_profile_predictions_loss: 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loss: 551.5450 - logits_profile_predictions_loss: 546.4939 - logcount_predictions_loss: 0.2791 2540/2540 [==============================] - ETA: 0s - loss: 551.5451 - logits_profile_predictions_loss: 546.4940 - logcount_predictions_loss: 0.2791 2540/2540 [==============================] - 1483s 584ms/step - loss: 551.5453 - logits_profile_predictions_loss: 546.4941 - logcount_predictions_loss: 0.2791 - val_loss: 586.3556 - val_logits_profile_predictions_loss: 580.9931 - val_logcount_predictions_loss: 0.2963 Epoch 00009: val_loss improved from 586.94940 to 586.35559, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 10/50 1/2540 [..............................] - ETA: 24:37 - loss: 483.0515 - logits_profile_predictions_loss: 476.6799 - logcount_predictions_loss: 0.3520 2/2540 [..............................] - ETA: 23:55 - loss: 507.8953 - logits_profile_predictions_loss: 501.7951 - 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[..............................] - ETA: 23:38 - loss: 554.0370 - logits_profile_predictions_loss: 548.9664 - logcount_predictions_loss: 0.2801 30/2540 [..............................] - ETA: 23:37 - loss: 554.1996 - logits_profile_predictions_loss: 549.1415 - logcount_predictions_loss: 0.2795 31/2540 [..............................] - ETA: 23:37 - loss: 554.3010 - logits_profile_predictions_loss: 549.2557 - logcount_predictions_loss: 0.2788 32/2540 [..............................] - ETA: 23:36 - loss: 554.4029 - logits_profile_predictions_loss: 549.3670 - logcount_predictions_loss: 0.2782 33/2540 [..............................] - ETA: 23:35 - loss: 554.4789 - logits_profile_predictions_loss: 549.4531 - logcount_predictions_loss: 0.2777 34/2540 [..............................] - ETA: 23:35 - loss: 554.5825 - logits_profile_predictions_loss: 549.5668 - logcount_predictions_loss: 0.2771 35/2540 [..............................] - ETA: 23:34 - loss: 554.6932 - 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[..............................] - ETA: 23:30 - loss: 555.0810 - logits_profile_predictions_loss: 550.1277 - logcount_predictions_loss: 0.2737 43/2540 [..............................] - ETA: 23:29 - loss: 555.0698 - logits_profile_predictions_loss: 550.1220 - logcount_predictions_loss: 0.2734 44/2540 [..............................] - ETA: 23:29 - loss: 555.0826 - logits_profile_predictions_loss: 550.1393 - logcount_predictions_loss: 0.2731 45/2540 [..............................] - ETA: 23:28 - loss: 555.0947 - logits_profile_predictions_loss: 550.1566 - logcount_predictions_loss: 0.2728 46/2540 [..............................] - ETA: 23:27 - loss: 555.1047 - logits_profile_predictions_loss: 550.1721 - logcount_predictions_loss: 0.2725 47/2540 [..............................] - ETA: 23:27 - loss: 555.0912 - logits_profile_predictions_loss: 550.1635 - logcount_predictions_loss: 0.2722 48/2540 [..............................] - ETA: 23:26 - loss: 555.0492 - 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[..............................] - ETA: 23:22 - loss: 554.8466 - logits_profile_predictions_loss: 549.9551 - logcount_predictions_loss: 0.2702 56/2540 [..............................] - ETA: 23:22 - loss: 554.8607 - logits_profile_predictions_loss: 549.9733 - logcount_predictions_loss: 0.2700 57/2540 [..............................] - ETA: 23:21 - loss: 554.8634 - logits_profile_predictions_loss: 549.9798 - logcount_predictions_loss: 0.2698 58/2540 [..............................] - ETA: 23:20 - loss: 554.8493 - logits_profile_predictions_loss: 549.9696 - logcount_predictions_loss: 0.2696 59/2540 [..............................] - ETA: 23:20 - loss: 554.8444 - logits_profile_predictions_loss: 549.9683 - logcount_predictions_loss: 0.2694 60/2540 [..............................] - ETA: 23:19 - loss: 554.8366 - logits_profile_predictions_loss: 549.9644 - logcount_predictions_loss: 0.2692 61/2540 [..............................] - ETA: 23:19 - loss: 554.8452 - 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[..............................] - ETA: 23:15 - loss: 554.9235 - logits_profile_predictions_loss: 550.0698 - logcount_predictions_loss: 0.2682 69/2540 [..............................] - ETA: 23:14 - loss: 554.9240 - logits_profile_predictions_loss: 550.0719 - logcount_predictions_loss: 0.2681 70/2540 [..............................] - ETA: 23:14 - loss: 554.9258 - logits_profile_predictions_loss: 550.0755 - logcount_predictions_loss: 0.2680 71/2540 [..............................] - ETA: 23:13 - loss: 554.9254 - logits_profile_predictions_loss: 550.0770 - logcount_predictions_loss: 0.2679 72/2540 [..............................] - ETA: 23:12 - loss: 554.9378 - logits_profile_predictions_loss: 550.0910 - logcount_predictions_loss: 0.2678 73/2540 [..............................] - ETA: 23:12 - loss: 554.9388 - logits_profile_predictions_loss: 550.0935 - logcount_predictions_loss: 0.2677 74/2540 [..............................] - ETA: 23:11 - loss: 554.9250 - 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[..............................] - ETA: 23:07 - loss: 554.7523 - logits_profile_predictions_loss: 549.9213 - logcount_predictions_loss: 0.2669 82/2540 [..............................] - ETA: 23:07 - loss: 554.7220 - logits_profile_predictions_loss: 549.8928 - logcount_predictions_loss: 0.2668 83/2540 [..............................] - ETA: 23:06 - loss: 554.6948 - logits_profile_predictions_loss: 549.8674 - logcount_predictions_loss: 0.2667 84/2540 [..............................] - ETA: 23:06 - loss: 554.6734 - logits_profile_predictions_loss: 549.8478 - logcount_predictions_loss: 0.2666 85/2540 [>.............................] - ETA: 23:05 - loss: 554.6522 - logits_profile_predictions_loss: 549.8283 - logcount_predictions_loss: 0.2665 86/2540 [>.............................] - ETA: 23:04 - loss: 554.6330 - logits_profile_predictions_loss: 549.8106 - logcount_predictions_loss: 0.2664 87/2540 [>.............................] - ETA: 23:04 - loss: 554.6125 - 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[============================>.] - ETA: 45s - loss: 550.6768 - logits_profile_predictions_loss: 545.7403 - logcount_predictions_loss: 0.2728 2461/2540 [============================>.] - ETA: 44s - loss: 550.6767 - logits_profile_predictions_loss: 545.7402 - logcount_predictions_loss: 0.2728 2462/2540 [============================>.] - ETA: 44s - loss: 550.6767 - logits_profile_predictions_loss: 545.7401 - logcount_predictions_loss: 0.2728 2463/2540 [============================>.] - ETA: 43s - loss: 550.6766 - logits_profile_predictions_loss: 545.7400 - logcount_predictions_loss: 0.2728 2464/2540 [============================>.] - ETA: 42s - loss: 550.6765 - logits_profile_predictions_loss: 545.7399 - logcount_predictions_loss: 0.2728 2465/2540 [============================>.] - ETA: 42s - loss: 550.6764 - logits_profile_predictions_loss: 545.7398 - logcount_predictions_loss: 0.2728 2466/2540 [============================>.] - ETA: 41s - loss: 550.6763 - 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[============================>.] - ETA: 37s - loss: 550.6756 - logits_profile_predictions_loss: 545.7390 - logcount_predictions_loss: 0.2728 2474/2540 [============================>.] - ETA: 37s - loss: 550.6755 - logits_profile_predictions_loss: 545.7389 - logcount_predictions_loss: 0.2728 2475/2540 [============================>.] - ETA: 36s - loss: 550.6754 - logits_profile_predictions_loss: 545.7388 - logcount_predictions_loss: 0.2728 2476/2540 [============================>.] - ETA: 36s - loss: 550.6753 - logits_profile_predictions_loss: 545.7387 - logcount_predictions_loss: 0.2728 2477/2540 [============================>.] - ETA: 35s - loss: 550.6753 - logits_profile_predictions_loss: 545.7386 - logcount_predictions_loss: 0.2728 2478/2540 [============================>.] - ETA: 34s - loss: 550.6752 - logits_profile_predictions_loss: 545.7385 - logcount_predictions_loss: 0.2728 2479/2540 [============================>.] - ETA: 34s - loss: 550.6751 - 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[============================>.] - ETA: 30s - loss: 550.6746 - logits_profile_predictions_loss: 545.7379 - logcount_predictions_loss: 0.2728 2487/2540 [============================>.] - ETA: 29s - loss: 550.6745 - logits_profile_predictions_loss: 545.7378 - logcount_predictions_loss: 0.2728 2488/2540 [============================>.] - ETA: 29s - loss: 550.6744 - logits_profile_predictions_loss: 545.7377 - logcount_predictions_loss: 0.2728 2489/2540 [============================>.] - ETA: 28s - loss: 550.6744 - logits_profile_predictions_loss: 545.7376 - logcount_predictions_loss: 0.2728 2490/2540 [============================>.] - ETA: 28s - loss: 550.6743 - logits_profile_predictions_loss: 545.7375 - logcount_predictions_loss: 0.2728 2491/2540 [============================>.] - ETA: 27s - loss: 550.6742 - logits_profile_predictions_loss: 545.7374 - logcount_predictions_loss: 0.2728 2492/2540 [============================>.] - ETA: 27s - loss: 550.6741 - 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[============================>.] - ETA: 23s - loss: 550.6735 - logits_profile_predictions_loss: 545.7367 - logcount_predictions_loss: 0.2728 2500/2540 [============================>.] - ETA: 22s - loss: 550.6734 - logits_profile_predictions_loss: 545.7366 - logcount_predictions_loss: 0.2728 2501/2540 [============================>.] - ETA: 22s - loss: 550.6733 - logits_profile_predictions_loss: 545.7365 - logcount_predictions_loss: 0.2728 2502/2540 [============================>.] - ETA: 21s - loss: 550.6732 - logits_profile_predictions_loss: 545.7364 - logcount_predictions_loss: 0.2728 2503/2540 [============================>.] - ETA: 20s - loss: 550.6732 - logits_profile_predictions_loss: 545.7364 - logcount_predictions_loss: 0.2728 2504/2540 [============================>.] - ETA: 20s - loss: 550.6731 - logits_profile_predictions_loss: 545.7363 - logcount_predictions_loss: 0.2728 2505/2540 [============================>.] - ETA: 19s - loss: 550.6731 - 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[============================>.] - ETA: 15s - loss: 550.6727 - logits_profile_predictions_loss: 545.7358 - logcount_predictions_loss: 0.2728 2513/2540 [============================>.] - ETA: 15s - loss: 550.6727 - logits_profile_predictions_loss: 545.7358 - logcount_predictions_loss: 0.2728 2514/2540 [============================>.] - ETA: 14s - loss: 550.6726 - logits_profile_predictions_loss: 545.7357 - logcount_predictions_loss: 0.2728 2515/2540 [============================>.] - ETA: 14s - loss: 550.6725 - logits_profile_predictions_loss: 545.7356 - logcount_predictions_loss: 0.2728 2516/2540 [============================>.] - ETA: 13s - loss: 550.6725 - logits_profile_predictions_loss: 545.7355 - logcount_predictions_loss: 0.2728 2517/2540 [============================>.] - ETA: 12s - loss: 550.6724 - logits_profile_predictions_loss: 545.7355 - logcount_predictions_loss: 0.2728 2518/2540 [============================>.] - ETA: 12s - loss: 550.6723 - 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[============================>.] - ETA: 8s - loss: 550.6719 - logits_profile_predictions_loss: 545.7349 - logcount_predictions_loss: 0.2728 2526/2540 [============================>.] - ETA: 7s - loss: 550.6719 - logits_profile_predictions_loss: 545.7349 - logcount_predictions_loss: 0.2728 2527/2540 [============================>.] - ETA: 7s - loss: 550.6718 - logits_profile_predictions_loss: 545.7348 - logcount_predictions_loss: 0.2728 2528/2540 [============================>.] - ETA: 6s - loss: 550.6717 - logits_profile_predictions_loss: 545.7347 - logcount_predictions_loss: 0.2728 2529/2540 [============================>.] - ETA: 6s - loss: 550.6717 - logits_profile_predictions_loss: 545.7347 - logcount_predictions_loss: 0.2728 2530/2540 [============================>.] - ETA: 5s - loss: 550.6716 - logits_profile_predictions_loss: 545.7346 - logcount_predictions_loss: 0.2728 2531/2540 [============================>.] - ETA: 5s - loss: 550.6715 - logits_profile_predictions_loss: 545.7345 - logcount_predictions_loss: 0.2728 2532/2540 [============================>.] - ETA: 4s - loss: 550.6715 - logits_profile_predictions_loss: 545.7344 - logcount_predictions_loss: 0.2728 2533/2540 [============================>.] - ETA: 3s - loss: 550.6714 - logits_profile_predictions_loss: 545.7343 - logcount_predictions_loss: 0.2728 2534/2540 [============================>.] - ETA: 3s - loss: 550.6713 - logits_profile_predictions_loss: 545.7343 - logcount_predictions_loss: 0.2728 2535/2540 [============================>.] - ETA: 2s - loss: 550.6713 - logits_profile_predictions_loss: 545.7342 - logcount_predictions_loss: 0.2728 2536/2540 [============================>.] - ETA: 2s - loss: 550.6712 - logits_profile_predictions_loss: 545.7341 - logcount_predictions_loss: 0.2728 2537/2540 [============================>.] - ETA: 1s - loss: 550.6711 - logits_profile_predictions_loss: 545.7341 - logcount_predictions_loss: 0.2728 2538/2540 [============================>.] - ETA: 1s - loss: 550.6711 - logits_profile_predictions_loss: 545.7340 - logcount_predictions_loss: 0.2728 2539/2540 [============================>.] - ETA: 0s - loss: 550.6710 - logits_profile_predictions_loss: 545.7339 - logcount_predictions_loss: 0.2728 2540/2540 [==============================] - ETA: 0s - loss: 550.6709 - logits_profile_predictions_loss: 545.7338 - logcount_predictions_loss: 0.2728 2540/2540 [==============================] - 1482s 584ms/step - loss: 550.6709 - logits_profile_predictions_loss: 545.7338 - logcount_predictions_loss: 0.2728 - val_loss: 586.6561 - val_logits_profile_predictions_loss: 581.5391 - val_logcount_predictions_loss: 0.2827 Epoch 00010: val_loss did not improve from 586.35559 Epoch 11/50 1/2540 [..............................] - ETA: 24:48 - loss: 495.4551 - logits_profile_predictions_loss: 491.2518 - logcount_predictions_loss: 0.2322 2/2540 [..............................] - ETA: 23:55 - loss: 509.8212 - logits_profile_predictions_loss: 504.6573 - 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531.3032 - logits_profile_predictions_loss: 526.0368 - logcount_predictions_loss: 0.2910 10/2540 [..............................] - ETA: 23:51 - loss: 533.3209 - logits_profile_predictions_loss: 528.0284 - logcount_predictions_loss: 0.2924 11/2540 [..............................] - ETA: 23:50 - loss: 534.6193 - logits_profile_predictions_loss: 529.2910 - logcount_predictions_loss: 0.2944 12/2540 [..............................] - ETA: 23:49 - loss: 535.7583 - logits_profile_predictions_loss: 530.4124 - logcount_predictions_loss: 0.2954 13/2540 [..............................] - ETA: 23:49 - loss: 536.6378 - logits_profile_predictions_loss: 531.2779 - logcount_predictions_loss: 0.2961 14/2540 [..............................] - ETA: 23:48 - loss: 537.1998 - logits_profile_predictions_loss: 531.8308 - logcount_predictions_loss: 0.2966 15/2540 [..............................] - ETA: 23:48 - loss: 537.6380 - logits_profile_predictions_loss: 532.2652 - logcount_predictions_loss: 0.2968 16/2540 [..............................] - ETA: 23:47 - loss: 537.8762 - logits_profile_predictions_loss: 532.4975 - logcount_predictions_loss: 0.2972 17/2540 [..............................] - ETA: 23:46 - loss: 538.2199 - logits_profile_predictions_loss: 532.8191 - logcount_predictions_loss: 0.2984 18/2540 [..............................] - ETA: 23:46 - loss: 538.4244 - logits_profile_predictions_loss: 533.0072 - logcount_predictions_loss: 0.2993 19/2540 [..............................] - ETA: 23:45 - loss: 538.7875 - logits_profile_predictions_loss: 533.3591 - logcount_predictions_loss: 0.2999 20/2540 [..............................] - ETA: 23:45 - loss: 539.1807 - logits_profile_predictions_loss: 533.7463 - logcount_predictions_loss: 0.3002 21/2540 [..............................] - ETA: 23:44 - loss: 539.5772 - logits_profile_predictions_loss: 534.1377 - logcount_predictions_loss: 0.3005 22/2540 [..............................] - ETA: 23:44 - loss: 539.9748 - logits_profile_predictions_loss: 534.5307 - logcount_predictions_loss: 0.3008 23/2540 [..............................] - ETA: 23:43 - loss: 540.3154 - logits_profile_predictions_loss: 534.8673 - logcount_predictions_loss: 0.3010 24/2540 [..............................] - ETA: 23:42 - loss: 540.7316 - logits_profile_predictions_loss: 535.2810 - logcount_predictions_loss: 0.3011 25/2540 [..............................] - ETA: 23:42 - loss: 541.0872 - logits_profile_predictions_loss: 535.6381 - logcount_predictions_loss: 0.3011 26/2540 [..............................] - ETA: 23:41 - loss: 541.4716 - logits_profile_predictions_loss: 536.0237 - logcount_predictions_loss: 0.3010 27/2540 [..............................] - ETA: 23:41 - loss: 541.7731 - logits_profile_predictions_loss: 536.3257 - logcount_predictions_loss: 0.3010 28/2540 [..............................] - ETA: 23:40 - loss: 542.0405 - logits_profile_predictions_loss: 536.5949 - logcount_predictions_loss: 0.3009 29/2540 [..............................] - ETA: 23:40 - loss: 542.2822 - logits_profile_predictions_loss: 536.8383 - logcount_predictions_loss: 0.3008 30/2540 [..............................] - ETA: 23:39 - loss: 542.5212 - logits_profile_predictions_loss: 537.0801 - logcount_predictions_loss: 0.3006 31/2540 [..............................] - ETA: 23:39 - loss: 542.7649 - logits_profile_predictions_loss: 537.3274 - logcount_predictions_loss: 0.3004 32/2540 [..............................] - ETA: 23:38 - loss: 543.0208 - logits_profile_predictions_loss: 537.5878 - logcount_predictions_loss: 0.3002 33/2540 [..............................] - ETA: 23:37 - loss: 543.2602 - logits_profile_predictions_loss: 537.8305 - logcount_predictions_loss: 0.3000 34/2540 [..............................] - ETA: 23:37 - loss: 543.4971 - logits_profile_predictions_loss: 538.0714 - logcount_predictions_loss: 0.2998 35/2540 [..............................] - ETA: 23:36 - loss: 543.6668 - logits_profile_predictions_loss: 538.2445 - logcount_predictions_loss: 0.2996 36/2540 [..............................] - ETA: 23:36 - loss: 543.8225 - logits_profile_predictions_loss: 538.4034 - logcount_predictions_loss: 0.2994 37/2540 [..............................] - ETA: 23:35 - loss: 543.9736 - logits_profile_predictions_loss: 538.5585 - logcount_predictions_loss: 0.2992 38/2540 [..............................] - ETA: 23:35 - loss: 544.1006 - logits_profile_predictions_loss: 538.6908 - logcount_predictions_loss: 0.2989 39/2540 [..............................] - ETA: 23:34 - loss: 544.2246 - logits_profile_predictions_loss: 538.8198 - logcount_predictions_loss: 0.2986 40/2540 [..............................] - ETA: 23:33 - loss: 544.3282 - logits_profile_predictions_loss: 538.9289 - logcount_predictions_loss: 0.2983 41/2540 [..............................] - ETA: 23:33 - loss: 544.4128 - logits_profile_predictions_loss: 539.0191 - logcount_predictions_loss: 0.2980 42/2540 [..............................] - ETA: 23:32 - loss: 544.5197 - logits_profile_predictions_loss: 539.1309 - logcount_predictions_loss: 0.2977 43/2540 [..............................] - ETA: 23:32 - loss: 544.6057 - logits_profile_predictions_loss: 539.2224 - logcount_predictions_loss: 0.2974 44/2540 [..............................] - ETA: 23:31 - loss: 544.6996 - logits_profile_predictions_loss: 539.3219 - logcount_predictions_loss: 0.2971 45/2540 [..............................] - ETA: 23:31 - loss: 544.7957 - logits_profile_predictions_loss: 539.4238 - logcount_predictions_loss: 0.2968 46/2540 [..............................] - ETA: 23:30 - loss: 544.8731 - logits_profile_predictions_loss: 539.5069 - logcount_predictions_loss: 0.2965 47/2540 [..............................] - ETA: 23:30 - loss: 544.9446 - logits_profile_predictions_loss: 539.5841 - logcount_predictions_loss: 0.2962 48/2540 [..............................] - ETA: 23:29 - loss: 545.0122 - 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[====>.........................] - ETA: 19:35 - loss: 548.3174 - logits_profile_predictions_loss: 543.4087 - logcount_predictions_loss: 0.2712 459/2540 [====>.........................] - ETA: 19:34 - loss: 548.3187 - logits_profile_predictions_loss: 543.4103 - logcount_predictions_loss: 0.2712 460/2540 [====>.........................] - ETA: 19:34 - loss: 548.3200 - logits_profile_predictions_loss: 543.4118 - logcount_predictions_loss: 0.2712 461/2540 [====>.........................] - ETA: 19:33 - loss: 548.3212 - logits_profile_predictions_loss: 543.4134 - logcount_predictions_loss: 0.2712 462/2540 [====>.........................] - ETA: 19:32 - loss: 548.3227 - logits_profile_predictions_loss: 543.4151 - logcount_predictions_loss: 0.2711 463/2540 [====>.........................] - ETA: 19:32 - loss: 548.3242 - logits_profile_predictions_loss: 543.4169 - logcount_predictions_loss: 0.2711 464/2540 [====>.........................] - ETA: 19:31 - loss: 548.3254 - 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[============================>.] - ETA: 8s - loss: 549.3733 - logits_profile_predictions_loss: 544.5640 - logcount_predictions_loss: 0.2657 2526/2540 [============================>.] - ETA: 7s - loss: 549.3732 - logits_profile_predictions_loss: 544.5639 - logcount_predictions_loss: 0.2657 2527/2540 [============================>.] - ETA: 7s - loss: 549.3731 - logits_profile_predictions_loss: 544.5639 - logcount_predictions_loss: 0.2657 2528/2540 [============================>.] - ETA: 6s - loss: 549.3730 - logits_profile_predictions_loss: 544.5638 - logcount_predictions_loss: 0.2657 2529/2540 [============================>.] - ETA: 6s - loss: 549.3730 - logits_profile_predictions_loss: 544.5637 - logcount_predictions_loss: 0.2657 2530/2540 [============================>.] - ETA: 5s - loss: 549.3729 - logits_profile_predictions_loss: 544.5636 - logcount_predictions_loss: 0.2657 2531/2540 [============================>.] - ETA: 5s - loss: 549.3728 - logits_profile_predictions_loss: 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loss: 549.3724 - logits_profile_predictions_loss: 544.5631 - logcount_predictions_loss: 0.2657 2539/2540 [============================>.] - ETA: 0s - loss: 549.3723 - logits_profile_predictions_loss: 544.5631 - logcount_predictions_loss: 0.2657 2540/2540 [==============================] - ETA: 0s - loss: 549.3723 - logits_profile_predictions_loss: 544.5631 - logcount_predictions_loss: 0.2657 2540/2540 [==============================] - 1483s 584ms/step - loss: 549.3723 - logits_profile_predictions_loss: 544.5630 - logcount_predictions_loss: 0.2657 - val_loss: 587.5602 - val_logits_profile_predictions_loss: 582.5807 - val_logcount_predictions_loss: 0.2751 Epoch 00011: val_loss did not improve from 586.35559 Epoch 12/50 1/2540 [..............................] - ETA: 24:44 - loss: 511.0696 - logits_profile_predictions_loss: 506.4444 - logcount_predictions_loss: 0.2555 2/2540 [..............................] - ETA: 23:54 - loss: 514.1398 - logits_profile_predictions_loss: 509.6300 - 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[============================>.] - ETA: 8s - loss: 547.4503 - logits_profile_predictions_loss: 542.7433 - logcount_predictions_loss: 0.2601 2526/2540 [============================>.] - ETA: 7s - loss: 547.4505 - logits_profile_predictions_loss: 542.7435 - logcount_predictions_loss: 0.2601 2527/2540 [============================>.] - ETA: 7s - loss: 547.4508 - logits_profile_predictions_loss: 542.7438 - logcount_predictions_loss: 0.2601 2528/2540 [============================>.] - ETA: 6s - loss: 547.4511 - logits_profile_predictions_loss: 542.7440 - logcount_predictions_loss: 0.2601 2529/2540 [============================>.] - ETA: 6s - loss: 547.4514 - logits_profile_predictions_loss: 542.7443 - logcount_predictions_loss: 0.2601 2530/2540 [============================>.] - ETA: 5s - loss: 547.4517 - logits_profile_predictions_loss: 542.7446 - logcount_predictions_loss: 0.2601 2531/2540 [============================>.] - ETA: 5s - loss: 547.4520 - logits_profile_predictions_loss: 542.7448 - logcount_predictions_loss: 0.2601 2532/2540 [============================>.] - ETA: 4s - loss: 547.4522 - logits_profile_predictions_loss: 542.7451 - logcount_predictions_loss: 0.2601 2533/2540 [============================>.] - ETA: 3s - loss: 547.4525 - logits_profile_predictions_loss: 542.7454 - logcount_predictions_loss: 0.2601 2534/2540 [============================>.] - ETA: 3s - loss: 547.4528 - logits_profile_predictions_loss: 542.7456 - logcount_predictions_loss: 0.2601 2535/2540 [============================>.] - ETA: 2s - loss: 547.4531 - logits_profile_predictions_loss: 542.7459 - logcount_predictions_loss: 0.2601 2536/2540 [============================>.] - ETA: 2s - loss: 547.4533 - logits_profile_predictions_loss: 542.7461 - logcount_predictions_loss: 0.2601 2537/2540 [============================>.] - ETA: 1s - loss: 547.4536 - logits_profile_predictions_loss: 542.7464 - logcount_predictions_loss: 0.2601 2538/2540 [============================>.] - ETA: 1s - loss: 547.4539 - logits_profile_predictions_loss: 542.7466 - logcount_predictions_loss: 0.2601 2539/2540 [============================>.] - ETA: 0s - loss: 547.4541 - logits_profile_predictions_loss: 542.7469 - logcount_predictions_loss: 0.2601 2540/2540 [==============================] - ETA: 0s - loss: 547.4544 - logits_profile_predictions_loss: 542.7471 - logcount_predictions_loss: 0.2601 2540/2540 [==============================] - 1483s 584ms/step - loss: 547.4547 - logits_profile_predictions_loss: 542.7474 - logcount_predictions_loss: 0.2601 - val_loss: 586.1693 - val_logits_profile_predictions_loss: 580.6708 - val_logcount_predictions_loss: 0.3038 Epoch 00012: val_loss improved from 586.35559 to 586.16931, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 13/50 1/2540 [..............................] - ETA: 24:41 - loss: 510.1899 - logits_profile_predictions_loss: 505.9239 - logcount_predictions_loss: 0.2357 2/2540 [..............................] - ETA: 23:53 - loss: 508.0908 - logits_profile_predictions_loss: 504.1736 - logcount_predictions_loss: 0.2164 3/2540 [..............................] - ETA: 23:51 - loss: 509.2936 - logits_profile_predictions_loss: 505.3424 - logcount_predictions_loss: 0.2183 4/2540 [..............................] - ETA: 23:50 - loss: 510.7367 - logits_profile_predictions_loss: 506.7503 - logcount_predictions_loss: 0.2202 5/2540 [..............................] - ETA: 23:50 - loss: 512.0722 - logits_profile_predictions_loss: 508.0701 - logcount_predictions_loss: 0.2211 6/2540 [..............................] - ETA: 23:49 - loss: 514.9638 - logits_profile_predictions_loss: 510.9097 - logcount_predictions_loss: 0.2240 7/2540 [..............................] - ETA: 23:49 - loss: 517.9994 - logits_profile_predictions_loss: 513.8721 - logcount_predictions_loss: 0.2280 8/2540 [..............................] - ETA: 23:48 - loss: 520.7851 - logits_profile_predictions_loss: 516.5994 - logcount_predictions_loss: 0.2313 9/2540 [..............................] - ETA: 23:47 - loss: 522.8840 - logits_profile_predictions_loss: 518.6548 - logcount_predictions_loss: 0.2337 10/2540 [..............................] - ETA: 23:47 - loss: 524.9600 - logits_profile_predictions_loss: 520.7100 - logcount_predictions_loss: 0.2348 11/2540 [..............................] - ETA: 23:47 - loss: 527.6745 - logits_profile_predictions_loss: 523.4044 - logcount_predictions_loss: 0.2359 12/2540 [..............................] - ETA: 23:46 - loss: 529.9323 - logits_profile_predictions_loss: 525.6449 - logcount_predictions_loss: 0.2369 13/2540 [..............................] - ETA: 23:45 - loss: 531.7031 - logits_profile_predictions_loss: 527.4060 - logcount_predictions_loss: 0.2374 14/2540 [..............................] - ETA: 23:45 - loss: 533.0805 - logits_profile_predictions_loss: 528.7739 - logcount_predictions_loss: 0.2379 15/2540 [..............................] - ETA: 23:44 - loss: 534.3064 - logits_profile_predictions_loss: 529.9913 - logcount_predictions_loss: 0.2384 16/2540 [..............................] - ETA: 23:43 - loss: 535.6139 - logits_profile_predictions_loss: 531.2924 - logcount_predictions_loss: 0.2388 17/2540 [..............................] - ETA: 23:43 - loss: 536.8737 - logits_profile_predictions_loss: 532.5459 - logcount_predictions_loss: 0.2391 18/2540 [..............................] - ETA: 23:42 - loss: 538.0063 - logits_profile_predictions_loss: 533.6741 - logcount_predictions_loss: 0.2394 19/2540 [..............................] - ETA: 23:42 - loss: 539.0048 - logits_profile_predictions_loss: 534.6711 - logcount_predictions_loss: 0.2394 20/2540 [..............................] - ETA: 23:41 - loss: 539.8300 - logits_profile_predictions_loss: 535.4969 - logcount_predictions_loss: 0.2394 21/2540 [..............................] - ETA: 23:40 - loss: 540.7134 - logits_profile_predictions_loss: 536.3770 - logcount_predictions_loss: 0.2396 22/2540 [..............................] - ETA: 23:40 - loss: 541.4568 - logits_profile_predictions_loss: 537.1159 - logcount_predictions_loss: 0.2398 23/2540 [..............................] - ETA: 23:39 - loss: 542.1829 - logits_profile_predictions_loss: 537.8396 - logcount_predictions_loss: 0.2400 24/2540 [..............................] - ETA: 23:39 - loss: 542.8617 - logits_profile_predictions_loss: 538.5162 - logcount_predictions_loss: 0.2401 25/2540 [..............................] - ETA: 23:38 - loss: 543.4446 - logits_profile_predictions_loss: 539.0985 - logcount_predictions_loss: 0.2401 26/2540 [..............................] - ETA: 23:38 - loss: 543.9783 - logits_profile_predictions_loss: 539.6320 - logcount_predictions_loss: 0.2401 27/2540 [..............................] - ETA: 23:37 - loss: 544.4545 - logits_profile_predictions_loss: 540.1112 - logcount_predictions_loss: 0.2400 28/2540 [..............................] - ETA: 23:36 - loss: 544.8152 - logits_profile_predictions_loss: 540.4732 - logcount_predictions_loss: 0.2399 29/2540 [..............................] - ETA: 23:36 - loss: 545.1053 - logits_profile_predictions_loss: 540.7655 - logcount_predictions_loss: 0.2398 30/2540 [..............................] - ETA: 23:35 - loss: 545.3748 - logits_profile_predictions_loss: 541.0373 - logcount_predictions_loss: 0.2396 31/2540 [..............................] - ETA: 23:35 - loss: 545.5849 - logits_profile_predictions_loss: 541.2480 - logcount_predictions_loss: 0.2396 32/2540 [..............................] - ETA: 23:34 - loss: 545.7304 - logits_profile_predictions_loss: 541.3930 - logcount_predictions_loss: 0.2396 33/2540 [..............................] - ETA: 23:34 - loss: 545.8132 - logits_profile_predictions_loss: 541.4762 - logcount_predictions_loss: 0.2396 34/2540 [..............................] - ETA: 23:33 - loss: 545.9246 - logits_profile_predictions_loss: 541.5881 - logcount_predictions_loss: 0.2396 35/2540 [..............................] - ETA: 23:33 - loss: 546.0408 - logits_profile_predictions_loss: 541.7045 - logcount_predictions_loss: 0.2396 36/2540 [..............................] - ETA: 23:32 - loss: 546.1487 - logits_profile_predictions_loss: 541.8132 - logcount_predictions_loss: 0.2395 37/2540 [..............................] - ETA: 23:31 - loss: 546.2777 - logits_profile_predictions_loss: 541.9424 - logcount_predictions_loss: 0.2395 38/2540 [..............................] - ETA: 23:31 - loss: 546.3820 - logits_profile_predictions_loss: 542.0471 - logcount_predictions_loss: 0.2395 39/2540 [..............................] - ETA: 23:30 - loss: 546.4689 - logits_profile_predictions_loss: 542.1346 - logcount_predictions_loss: 0.2395 40/2540 [..............................] - ETA: 23:30 - loss: 546.5511 - logits_profile_predictions_loss: 542.2169 - logcount_predictions_loss: 0.2395 41/2540 [..............................] - ETA: 23:29 - loss: 546.6575 - logits_profile_predictions_loss: 542.3225 - logcount_predictions_loss: 0.2395 42/2540 [..............................] - ETA: 23:29 - loss: 546.7457 - logits_profile_predictions_loss: 542.4101 - logcount_predictions_loss: 0.2395 43/2540 [..............................] - ETA: 23:28 - loss: 546.8139 - logits_profile_predictions_loss: 542.4784 - logcount_predictions_loss: 0.2395 44/2540 [..............................] - ETA: 23:27 - loss: 546.8625 - logits_profile_predictions_loss: 542.5271 - logcount_predictions_loss: 0.2395 45/2540 [..............................] - ETA: 23:27 - loss: 546.9408 - logits_profile_predictions_loss: 542.6053 - logcount_predictions_loss: 0.2395 46/2540 [..............................] - ETA: 23:26 - loss: 547.0004 - logits_profile_predictions_loss: 542.6640 - logcount_predictions_loss: 0.2396 47/2540 [..............................] - ETA: 23:26 - loss: 547.0404 - logits_profile_predictions_loss: 542.7027 - logcount_predictions_loss: 0.2396 48/2540 [..............................] - ETA: 23:25 - loss: 547.0683 - logits_profile_predictions_loss: 542.7296 - logcount_predictions_loss: 0.2397 49/2540 [..............................] - ETA: 23:25 - loss: 547.1255 - logits_profile_predictions_loss: 542.7856 - logcount_predictions_loss: 0.2398 50/2540 [..............................] - ETA: 23:24 - loss: 547.1534 - logits_profile_predictions_loss: 542.8125 - logcount_predictions_loss: 0.2398 51/2540 [..............................] - ETA: 23:23 - loss: 547.1790 - logits_profile_predictions_loss: 542.8375 - logcount_predictions_loss: 0.2399 52/2540 [..............................] - ETA: 23:23 - loss: 547.2070 - logits_profile_predictions_loss: 542.8646 - logcount_predictions_loss: 0.2399 53/2540 [..............................] - ETA: 23:22 - loss: 547.2226 - logits_profile_predictions_loss: 542.8787 - logcount_predictions_loss: 0.2400 54/2540 [..............................] - ETA: 23:22 - loss: 547.2390 - logits_profile_predictions_loss: 542.8928 - logcount_predictions_loss: 0.2401 55/2540 [..............................] - ETA: 23:21 - loss: 547.2652 - logits_profile_predictions_loss: 542.9165 - logcount_predictions_loss: 0.2403 56/2540 [..............................] - ETA: 23:21 - loss: 547.2757 - logits_profile_predictions_loss: 542.9247 - logcount_predictions_loss: 0.2404 57/2540 [..............................] - ETA: 23:20 - loss: 547.2829 - logits_profile_predictions_loss: 542.9300 - logcount_predictions_loss: 0.2405 58/2540 [..............................] - ETA: 23:20 - loss: 547.2695 - logits_profile_predictions_loss: 542.9148 - logcount_predictions_loss: 0.2406 59/2540 [..............................] - ETA: 23:19 - loss: 547.2355 - logits_profile_predictions_loss: 542.8794 - logcount_predictions_loss: 0.2407 60/2540 [..............................] - ETA: 23:18 - loss: 547.2265 - logits_profile_predictions_loss: 542.8685 - logcount_predictions_loss: 0.2408 61/2540 [..............................] - ETA: 23:18 - loss: 547.2131 - logits_profile_predictions_loss: 542.8532 - logcount_predictions_loss: 0.2409 62/2540 [..............................] - ETA: 23:17 - loss: 547.1954 - logits_profile_predictions_loss: 542.8338 - logcount_predictions_loss: 0.2410 63/2540 [..............................] - ETA: 23:17 - loss: 547.1743 - logits_profile_predictions_loss: 542.8112 - logcount_predictions_loss: 0.2411 64/2540 [..............................] - ETA: 23:16 - loss: 547.1540 - logits_profile_predictions_loss: 542.7894 - logcount_predictions_loss: 0.2411 65/2540 [..............................] - ETA: 23:16 - loss: 547.1533 - logits_profile_predictions_loss: 542.7872 - logcount_predictions_loss: 0.2412 66/2540 [..............................] - ETA: 23:15 - loss: 547.1527 - logits_profile_predictions_loss: 542.7852 - logcount_predictions_loss: 0.2413 67/2540 [..............................] - ETA: 23:14 - loss: 547.1516 - logits_profile_predictions_loss: 542.7824 - logcount_predictions_loss: 0.2414 68/2540 [..............................] - ETA: 23:14 - loss: 547.1585 - logits_profile_predictions_loss: 542.7874 - logcount_predictions_loss: 0.2415 69/2540 [..............................] - ETA: 23:13 - loss: 547.1592 - logits_profile_predictions_loss: 542.7863 - logcount_predictions_loss: 0.2416 70/2540 [..............................] - ETA: 23:13 - loss: 547.1594 - logits_profile_predictions_loss: 542.7849 - logcount_predictions_loss: 0.2417 71/2540 [..............................] - ETA: 23:12 - loss: 547.1575 - logits_profile_predictions_loss: 542.7815 - logcount_predictions_loss: 0.2418 72/2540 [..............................] - ETA: 23:12 - loss: 547.1477 - logits_profile_predictions_loss: 542.7701 - logcount_predictions_loss: 0.2419 73/2540 [..............................] - ETA: 23:11 - loss: 547.1225 - 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[..............................] - ETA: 23:08 - loss: 547.0082 - logits_profile_predictions_loss: 542.6153 - logcount_predictions_loss: 0.2427 81/2540 [..............................] - ETA: 23:07 - loss: 546.9869 - logits_profile_predictions_loss: 542.5921 - logcount_predictions_loss: 0.2428 82/2540 [..............................] - ETA: 23:06 - loss: 546.9730 - logits_profile_predictions_loss: 542.5765 - logcount_predictions_loss: 0.2429 83/2540 [..............................] - ETA: 23:06 - loss: 546.9659 - logits_profile_predictions_loss: 542.5679 - logcount_predictions_loss: 0.2430 84/2540 [..............................] - ETA: 23:05 - loss: 546.9543 - logits_profile_predictions_loss: 542.5548 - logcount_predictions_loss: 0.2431 85/2540 [>.............................] - ETA: 23:05 - loss: 546.9472 - logits_profile_predictions_loss: 542.5464 - logcount_predictions_loss: 0.2431 86/2540 [>.............................] - ETA: 23:04 - loss: 546.9338 - 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[>.............................] - ETA: 23:00 - loss: 546.8641 - logits_profile_predictions_loss: 542.4562 - logcount_predictions_loss: 0.2435 94/2540 [>.............................] - ETA: 23:00 - loss: 546.8562 - logits_profile_predictions_loss: 542.4474 - logcount_predictions_loss: 0.2436 95/2540 [>.............................] - ETA: 22:59 - loss: 546.8529 - logits_profile_predictions_loss: 542.4434 - logcount_predictions_loss: 0.2436 96/2540 [>.............................] - ETA: 22:59 - loss: 546.8490 - logits_profile_predictions_loss: 542.4389 - logcount_predictions_loss: 0.2437 97/2540 [>.............................] - ETA: 22:58 - loss: 546.8414 - logits_profile_predictions_loss: 542.4306 - logcount_predictions_loss: 0.2437 98/2540 [>.............................] - ETA: 22:57 - loss: 546.8376 - logits_profile_predictions_loss: 542.4261 - logcount_predictions_loss: 0.2437 99/2540 [>.............................] - ETA: 22:57 - loss: 546.8288 - 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[>.............................] - ETA: 22:53 - loss: 546.8388 - logits_profile_predictions_loss: 542.4219 - logcount_predictions_loss: 0.2440 107/2540 [>.............................] - ETA: 22:52 - loss: 546.8464 - logits_profile_predictions_loss: 542.4288 - logcount_predictions_loss: 0.2441 108/2540 [>.............................] - ETA: 22:52 - loss: 546.8487 - logits_profile_predictions_loss: 542.4306 - logcount_predictions_loss: 0.2441 109/2540 [>.............................] - ETA: 22:51 - loss: 546.8489 - logits_profile_predictions_loss: 542.4303 - logcount_predictions_loss: 0.2441 110/2540 [>.............................] - ETA: 22:51 - loss: 546.8569 - logits_profile_predictions_loss: 542.4376 - logcount_predictions_loss: 0.2442 111/2540 [>.............................] - ETA: 22:50 - loss: 546.8610 - logits_profile_predictions_loss: 542.4407 - logcount_predictions_loss: 0.2442 112/2540 [>.............................] - ETA: 22:50 - loss: 546.8645 - 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[============================>.] - ETA: 38s - loss: 546.5667 - logits_profile_predictions_loss: 541.9386 - logcount_predictions_loss: 0.2557 2473/2540 [============================>.] - ETA: 37s - loss: 546.5671 - logits_profile_predictions_loss: 541.9389 - logcount_predictions_loss: 0.2557 2474/2540 [============================>.] - ETA: 37s - loss: 546.5674 - logits_profile_predictions_loss: 541.9393 - logcount_predictions_loss: 0.2557 2475/2540 [============================>.] - ETA: 36s - loss: 546.5678 - logits_profile_predictions_loss: 541.9397 - logcount_predictions_loss: 0.2557 2476/2540 [============================>.] - ETA: 36s - loss: 546.5682 - logits_profile_predictions_loss: 541.9401 - logcount_predictions_loss: 0.2557 2477/2540 [============================>.] - ETA: 35s - loss: 546.5686 - logits_profile_predictions_loss: 541.9405 - logcount_predictions_loss: 0.2557 2478/2540 [============================>.] - ETA: 34s - loss: 546.5690 - 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[============================>.] - ETA: 31s - loss: 546.5718 - logits_profile_predictions_loss: 541.9436 - logcount_predictions_loss: 0.2557 2486/2540 [============================>.] - ETA: 30s - loss: 546.5722 - logits_profile_predictions_loss: 541.9440 - logcount_predictions_loss: 0.2557 2487/2540 [============================>.] - ETA: 29s - loss: 546.5727 - logits_profile_predictions_loss: 541.9444 - logcount_predictions_loss: 0.2557 2488/2540 [============================>.] - ETA: 29s - loss: 546.5731 - logits_profile_predictions_loss: 541.9448 - logcount_predictions_loss: 0.2557 2489/2540 [============================>.] - ETA: 28s - loss: 546.5735 - logits_profile_predictions_loss: 541.9452 - logcount_predictions_loss: 0.2557 2490/2540 [============================>.] - ETA: 28s - loss: 546.5739 - logits_profile_predictions_loss: 541.9456 - logcount_predictions_loss: 0.2557 2491/2540 [============================>.] - ETA: 27s - loss: 546.5743 - logits_profile_predictions_loss: 541.9460 - logcount_predictions_loss: 0.2557 2492/2540 [============================>.] - ETA: 27s - loss: 546.5747 - logits_profile_predictions_loss: 541.9464 - logcount_predictions_loss: 0.2557 2493/2540 [============================>.] - ETA: 26s - loss: 546.5751 - logits_profile_predictions_loss: 541.9467 - logcount_predictions_loss: 0.2557 2494/2540 [============================>.] - ETA: 25s - loss: 546.5755 - logits_profile_predictions_loss: 541.9471 - logcount_predictions_loss: 0.2557 2495/2540 [============================>.] - ETA: 25s - loss: 546.5759 - logits_profile_predictions_loss: 541.9476 - logcount_predictions_loss: 0.2557 2496/2540 [============================>.] - ETA: 24s - loss: 546.5764 - logits_profile_predictions_loss: 541.9480 - logcount_predictions_loss: 0.2557 2497/2540 [============================>.] - ETA: 24s - loss: 546.5768 - logits_profile_predictions_loss: 541.9484 - logcount_predictions_loss: 0.2557 2498/2540 [============================>.] - ETA: 23s - loss: 546.5772 - logits_profile_predictions_loss: 541.9488 - logcount_predictions_loss: 0.2557 2499/2540 [============================>.] - ETA: 23s - loss: 546.5776 - logits_profile_predictions_loss: 541.9492 - logcount_predictions_loss: 0.2557 2500/2540 [============================>.] - ETA: 22s - loss: 546.5780 - logits_profile_predictions_loss: 541.9496 - logcount_predictions_loss: 0.2557 2501/2540 [============================>.] - ETA: 22s - loss: 546.5784 - logits_profile_predictions_loss: 541.9500 - logcount_predictions_loss: 0.2557 2502/2540 [============================>.] - ETA: 21s - loss: 546.5788 - logits_profile_predictions_loss: 541.9504 - logcount_predictions_loss: 0.2557 2503/2540 [============================>.] - ETA: 20s - loss: 546.5793 - logits_profile_predictions_loss: 541.9508 - logcount_predictions_loss: 0.2557 2504/2540 [============================>.] - ETA: 20s - loss: 546.5797 - logits_profile_predictions_loss: 541.9512 - logcount_predictions_loss: 0.2557 2505/2540 [============================>.] - ETA: 19s - loss: 546.5801 - logits_profile_predictions_loss: 541.9516 - logcount_predictions_loss: 0.2557 2506/2540 [============================>.] - ETA: 19s - loss: 546.5805 - logits_profile_predictions_loss: 541.9520 - logcount_predictions_loss: 0.2557 2507/2540 [============================>.] - ETA: 18s - loss: 546.5809 - logits_profile_predictions_loss: 541.9523 - logcount_predictions_loss: 0.2557 2508/2540 [============================>.] - ETA: 18s - loss: 546.5813 - logits_profile_predictions_loss: 541.9527 - logcount_predictions_loss: 0.2557 2509/2540 [============================>.] - ETA: 17s - loss: 546.5817 - logits_profile_predictions_loss: 541.9531 - logcount_predictions_loss: 0.2557 2510/2540 [============================>.] - ETA: 16s - loss: 546.5821 - logits_profile_predictions_loss: 541.9535 - logcount_predictions_loss: 0.2557 2511/2540 [============================>.] - ETA: 16s - loss: 546.5824 - logits_profile_predictions_loss: 541.9538 - logcount_predictions_loss: 0.2557 2512/2540 [============================>.] - ETA: 15s - loss: 546.5828 - logits_profile_predictions_loss: 541.9542 - logcount_predictions_loss: 0.2557 2513/2540 [============================>.] - ETA: 15s - loss: 546.5832 - logits_profile_predictions_loss: 541.9546 - logcount_predictions_loss: 0.2557 2514/2540 [============================>.] - ETA: 14s - loss: 546.5837 - logits_profile_predictions_loss: 541.9550 - logcount_predictions_loss: 0.2557 2515/2540 [============================>.] - ETA: 14s - loss: 546.5841 - logits_profile_predictions_loss: 541.9554 - logcount_predictions_loss: 0.2557 2516/2540 [============================>.] - ETA: 13s - loss: 546.5845 - logits_profile_predictions_loss: 541.9558 - logcount_predictions_loss: 0.2557 2517/2540 [============================>.] - ETA: 12s - loss: 546.5849 - logits_profile_predictions_loss: 541.9562 - logcount_predictions_loss: 0.2558 2518/2540 [============================>.] - ETA: 12s - loss: 546.5853 - logits_profile_predictions_loss: 541.9566 - logcount_predictions_loss: 0.2558 2519/2540 [============================>.] - ETA: 11s - loss: 546.5857 - logits_profile_predictions_loss: 541.9570 - logcount_predictions_loss: 0.2558 2520/2540 [============================>.] - ETA: 11s - loss: 546.5861 - logits_profile_predictions_loss: 541.9574 - logcount_predictions_loss: 0.2558 2521/2540 [============================>.] - ETA: 10s - loss: 546.5865 - logits_profile_predictions_loss: 541.9578 - logcount_predictions_loss: 0.2558 2522/2540 [============================>.] - ETA: 10s - loss: 546.5869 - logits_profile_predictions_loss: 541.9581 - logcount_predictions_loss: 0.2558 2523/2540 [============================>.] - ETA: 9s - loss: 546.5873 - logits_profile_predictions_loss: 541.9585 - logcount_predictions_loss: 0.2558  2524/2540 [============================>.] - ETA: 9s - loss: 546.5877 - logits_profile_predictions_loss: 541.9589 - logcount_predictions_loss: 0.2558 2525/2540 [============================>.] - ETA: 8s - loss: 546.5881 - logits_profile_predictions_loss: 541.9593 - logcount_predictions_loss: 0.2558 2526/2540 [============================>.] - ETA: 7s - loss: 546.5885 - logits_profile_predictions_loss: 541.9597 - logcount_predictions_loss: 0.2558 2527/2540 [============================>.] - ETA: 7s - loss: 546.5889 - logits_profile_predictions_loss: 541.9600 - logcount_predictions_loss: 0.2558 2528/2540 [============================>.] - ETA: 6s - loss: 546.5893 - logits_profile_predictions_loss: 541.9604 - logcount_predictions_loss: 0.2558 2529/2540 [============================>.] - ETA: 6s - loss: 546.5896 - logits_profile_predictions_loss: 541.9608 - logcount_predictions_loss: 0.2558 2530/2540 [============================>.] - ETA: 5s - loss: 546.5900 - logits_profile_predictions_loss: 541.9611 - logcount_predictions_loss: 0.2558 2531/2540 [============================>.] - ETA: 5s - loss: 546.5904 - logits_profile_predictions_loss: 541.9615 - logcount_predictions_loss: 0.2558 2532/2540 [============================>.] - ETA: 4s - loss: 546.5908 - logits_profile_predictions_loss: 541.9619 - logcount_predictions_loss: 0.2558 2533/2540 [============================>.] - ETA: 3s - loss: 546.5912 - logits_profile_predictions_loss: 541.9622 - logcount_predictions_loss: 0.2558 2534/2540 [============================>.] - ETA: 3s - loss: 546.5916 - logits_profile_predictions_loss: 541.9626 - logcount_predictions_loss: 0.2558 2535/2540 [============================>.] - ETA: 2s - loss: 546.5920 - logits_profile_predictions_loss: 541.9630 - logcount_predictions_loss: 0.2558 2536/2540 [============================>.] - ETA: 2s - loss: 546.5923 - logits_profile_predictions_loss: 541.9634 - logcount_predictions_loss: 0.2558 2537/2540 [============================>.] - ETA: 1s - loss: 546.5927 - logits_profile_predictions_loss: 541.9637 - logcount_predictions_loss: 0.2558 2538/2540 [============================>.] - ETA: 1s - loss: 546.5931 - logits_profile_predictions_loss: 541.9641 - logcount_predictions_loss: 0.2558 2539/2540 [============================>.] - ETA: 0s - loss: 546.5935 - logits_profile_predictions_loss: 541.9645 - logcount_predictions_loss: 0.2558 2540/2540 [==============================] - ETA: 0s - loss: 546.5939 - logits_profile_predictions_loss: 541.9649 - logcount_predictions_loss: 0.2558 2540/2540 [==============================] - 1483s 584ms/step - loss: 546.5943 - logits_profile_predictions_loss: 541.9652 - logcount_predictions_loss: 0.2558 - val_loss: 588.3354 - val_logits_profile_predictions_loss: 583.2190 - val_logcount_predictions_loss: 0.2827 Epoch 00013: val_loss did not improve from 586.16931 Epoch 14/50 1/2540 [..............................] - ETA: 24:45 - loss: 578.3019 - logits_profile_predictions_loss: 572.7932 - logcount_predictions_loss: 0.3044 2/2540 [..............................] - ETA: 23:51 - loss: 564.2589 - logits_profile_predictions_loss: 558.9264 - logcount_predictions_loss: 0.2946 3/2540 [..............................] - ETA: 23:50 - loss: 562.2658 - logits_profile_predictions_loss: 557.0676 - logcount_predictions_loss: 0.2872 4/2540 [..............................] - ETA: 23:51 - loss: 556.2804 - logits_profile_predictions_loss: 551.2700 - logcount_predictions_loss: 0.2768 5/2540 [..............................] - ETA: 23:51 - loss: 552.2580 - logits_profile_predictions_loss: 547.3416 - logcount_predictions_loss: 0.2716 6/2540 [..............................] - ETA: 23:51 - loss: 551.3172 - logits_profile_predictions_loss: 546.4497 - logcount_predictions_loss: 0.2689 7/2540 [..............................] - ETA: 23:51 - loss: 549.7508 - logits_profile_predictions_loss: 544.8637 - logcount_predictions_loss: 0.2700 8/2540 [..............................] - ETA: 23:50 - loss: 548.1783 - logits_profile_predictions_loss: 543.2630 - logcount_predictions_loss: 0.2716 9/2540 [..............................] - ETA: 23:50 - loss: 547.0988 - logits_profile_predictions_loss: 542.1667 - logcount_predictions_loss: 0.2725 10/2540 [..............................] - ETA: 23:49 - loss: 546.3882 - logits_profile_predictions_loss: 541.4519 - logcount_predictions_loss: 0.2727 11/2540 [..............................] - ETA: 23:49 - loss: 546.1230 - logits_profile_predictions_loss: 541.1947 - logcount_predictions_loss: 0.2723 12/2540 [..............................] - ETA: 23:48 - loss: 545.6931 - logits_profile_predictions_loss: 540.7694 - logcount_predictions_loss: 0.2720 13/2540 [..............................] - ETA: 23:48 - loss: 545.5465 - logits_profile_predictions_loss: 540.6330 - logcount_predictions_loss: 0.2715 14/2540 [..............................] - ETA: 23:47 - loss: 545.2780 - logits_profile_predictions_loss: 540.3723 - logcount_predictions_loss: 0.2710 15/2540 [..............................] - ETA: 23:46 - loss: 545.1723 - logits_profile_predictions_loss: 540.2764 - logcount_predictions_loss: 0.2705 16/2540 [..............................] - ETA: 23:45 - loss: 545.0987 - logits_profile_predictions_loss: 540.2092 - logcount_predictions_loss: 0.2701 17/2540 [..............................] - ETA: 23:45 - loss: 544.8266 - logits_profile_predictions_loss: 539.9421 - logcount_predictions_loss: 0.2699 18/2540 [..............................] - ETA: 23:44 - loss: 544.7001 - logits_profile_predictions_loss: 539.8232 - logcount_predictions_loss: 0.2694 19/2540 [..............................] - ETA: 23:45 - loss: 544.3865 - logits_profile_predictions_loss: 539.5170 - logcount_predictions_loss: 0.2690 20/2540 [..............................] - ETA: 23:44 - loss: 544.1159 - logits_profile_predictions_loss: 539.2534 - logcount_predictions_loss: 0.2686 21/2540 [..............................] - ETA: 23:43 - loss: 543.9028 - logits_profile_predictions_loss: 539.0486 - logcount_predictions_loss: 0.2682 22/2540 [..............................] - ETA: 23:43 - loss: 543.7678 - logits_profile_predictions_loss: 538.9241 - logcount_predictions_loss: 0.2676 23/2540 [..............................] - ETA: 23:42 - loss: 543.6597 - logits_profile_predictions_loss: 538.8275 - logcount_predictions_loss: 0.2670 24/2540 [..............................] - ETA: 23:41 - loss: 543.6314 - logits_profile_predictions_loss: 538.8112 - logcount_predictions_loss: 0.2663 25/2540 [..............................] - ETA: 23:41 - loss: 543.7164 - logits_profile_predictions_loss: 538.8962 - logcount_predictions_loss: 0.2663 26/2540 [..............................] - ETA: 23:40 - loss: 543.7942 - logits_profile_predictions_loss: 538.9709 - logcount_predictions_loss: 0.2665 27/2540 [..............................] - ETA: 23:39 - loss: 543.8637 - logits_profile_predictions_loss: 539.0387 - logcount_predictions_loss: 0.2666 28/2540 [..............................] - ETA: 23:39 - loss: 543.9229 - logits_profile_predictions_loss: 539.0978 - logcount_predictions_loss: 0.2666 29/2540 [..............................] - ETA: 23:38 - loss: 543.9300 - logits_profile_predictions_loss: 539.1047 - logcount_predictions_loss: 0.2666 30/2540 [..............................] - ETA: 23:38 - loss: 543.9432 - logits_profile_predictions_loss: 539.1189 - logcount_predictions_loss: 0.2665 31/2540 [..............................] - ETA: 23:37 - loss: 543.9607 - logits_profile_predictions_loss: 539.1355 - logcount_predictions_loss: 0.2666 32/2540 [..............................] - ETA: 23:36 - loss: 543.9764 - logits_profile_predictions_loss: 539.1503 - logcount_predictions_loss: 0.2666 33/2540 [..............................] - ETA: 23:36 - loss: 544.0234 - logits_profile_predictions_loss: 539.1965 - logcount_predictions_loss: 0.2667 34/2540 [..............................] - ETA: 23:35 - loss: 544.1148 - logits_profile_predictions_loss: 539.2877 - logcount_predictions_loss: 0.2667 35/2540 [..............................] - ETA: 23:34 - loss: 544.2524 - logits_profile_predictions_loss: 539.4254 - logcount_predictions_loss: 0.2667 36/2540 [..............................] - ETA: 23:34 - loss: 544.4179 - logits_profile_predictions_loss: 539.5898 - logcount_predictions_loss: 0.2667 37/2540 [..............................] - ETA: 23:33 - loss: 544.5115 - logits_profile_predictions_loss: 539.6789 - logcount_predictions_loss: 0.2670 38/2540 [..............................] - ETA: 23:33 - loss: 544.6066 - logits_profile_predictions_loss: 539.7696 - logcount_predictions_loss: 0.2672 39/2540 [..............................] - ETA: 23:32 - loss: 544.7009 - logits_profile_predictions_loss: 539.8601 - logcount_predictions_loss: 0.2674 40/2540 [..............................] - ETA: 23:31 - loss: 544.7915 - logits_profile_predictions_loss: 539.9460 - logcount_predictions_loss: 0.2677 41/2540 [..............................] - ETA: 23:31 - loss: 544.8590 - logits_profile_predictions_loss: 540.0088 - logcount_predictions_loss: 0.2680 42/2540 [..............................] - ETA: 23:30 - loss: 544.9242 - logits_profile_predictions_loss: 540.0703 - logcount_predictions_loss: 0.2682 43/2540 [..............................] - ETA: 23:30 - loss: 545.0029 - logits_profile_predictions_loss: 540.1456 - logcount_predictions_loss: 0.2684 44/2540 [..............................] - ETA: 23:29 - loss: 545.0489 - logits_profile_predictions_loss: 540.1890 - logcount_predictions_loss: 0.2685 45/2540 [..............................] - ETA: 23:28 - loss: 545.1249 - logits_profile_predictions_loss: 540.2629 - logcount_predictions_loss: 0.2686 46/2540 [..............................] - ETA: 23:28 - loss: 545.2064 - logits_profile_predictions_loss: 540.3427 - logcount_predictions_loss: 0.2687 47/2540 [..............................] - ETA: 23:27 - loss: 545.3019 - logits_profile_predictions_loss: 540.4377 - logcount_predictions_loss: 0.2687 48/2540 [..............................] - ETA: 23:27 - loss: 545.3818 - logits_profile_predictions_loss: 540.5176 - logcount_predictions_loss: 0.2687 49/2540 [..............................] - ETA: 23:26 - loss: 545.4378 - logits_profile_predictions_loss: 540.5739 - logcount_predictions_loss: 0.2687 50/2540 [..............................] - ETA: 23:25 - loss: 545.5101 - logits_profile_predictions_loss: 540.6465 - logcount_predictions_loss: 0.2687 51/2540 [..............................] - ETA: 23:25 - loss: 545.5940 - logits_profile_predictions_loss: 540.7312 - logcount_predictions_loss: 0.2687 52/2540 [..............................] - ETA: 23:24 - loss: 545.6586 - logits_profile_predictions_loss: 540.7964 - logcount_predictions_loss: 0.2686 53/2540 [..............................] - ETA: 23:24 - loss: 545.7335 - logits_profile_predictions_loss: 540.8725 - logcount_predictions_loss: 0.2686 54/2540 [..............................] - ETA: 23:23 - loss: 545.8336 - logits_profile_predictions_loss: 540.9734 - logcount_predictions_loss: 0.2685 55/2540 [..............................] - ETA: 23:23 - loss: 545.9313 - logits_profile_predictions_loss: 541.0722 - logcount_predictions_loss: 0.2685 56/2540 [..............................] - ETA: 23:22 - loss: 546.0130 - logits_profile_predictions_loss: 541.1542 - logcount_predictions_loss: 0.2684 57/2540 [..............................] - ETA: 23:21 - loss: 546.0959 - logits_profile_predictions_loss: 541.2371 - logcount_predictions_loss: 0.2684 58/2540 [..............................] - ETA: 23:21 - loss: 546.1735 - logits_profile_predictions_loss: 541.3149 - logcount_predictions_loss: 0.2684 59/2540 [..............................] - ETA: 23:20 - loss: 546.2485 - logits_profile_predictions_loss: 541.3903 - logcount_predictions_loss: 0.2684 60/2540 [..............................] - ETA: 23:20 - loss: 546.3007 - logits_profile_predictions_loss: 541.4430 - logcount_predictions_loss: 0.2684 61/2540 [..............................] - ETA: 23:19 - loss: 546.3463 - logits_profile_predictions_loss: 541.4892 - logcount_predictions_loss: 0.2683 62/2540 [..............................] - ETA: 23:19 - loss: 546.3925 - logits_profile_predictions_loss: 541.5364 - logcount_predictions_loss: 0.2683 63/2540 [..............................] - ETA: 23:18 - loss: 546.4464 - logits_profile_predictions_loss: 541.5907 - logcount_predictions_loss: 0.2683 64/2540 [..............................] - ETA: 23:17 - loss: 546.4938 - logits_profile_predictions_loss: 541.6378 - logcount_predictions_loss: 0.2683 65/2540 [..............................] - ETA: 23:17 - loss: 546.5368 - logits_profile_predictions_loss: 541.6808 - logcount_predictions_loss: 0.2683 66/2540 [..............................] - ETA: 23:16 - loss: 546.5829 - logits_profile_predictions_loss: 541.7267 - logcount_predictions_loss: 0.2683 67/2540 [..............................] - ETA: 23:16 - loss: 546.6192 - logits_profile_predictions_loss: 541.7633 - logcount_predictions_loss: 0.2683 68/2540 [..............................] - ETA: 23:15 - loss: 546.6561 - logits_profile_predictions_loss: 541.8004 - logcount_predictions_loss: 0.2683 69/2540 [..............................] - ETA: 23:15 - loss: 546.6949 - logits_profile_predictions_loss: 541.8398 - logcount_predictions_loss: 0.2682 70/2540 [..............................] - ETA: 23:14 - loss: 546.7380 - logits_profile_predictions_loss: 541.8837 - logcount_predictions_loss: 0.2682 71/2540 [..............................] - ETA: 23:14 - loss: 546.7799 - logits_profile_predictions_loss: 541.9260 - logcount_predictions_loss: 0.2682 72/2540 [..............................] - ETA: 23:13 - loss: 546.8242 - logits_profile_predictions_loss: 541.9705 - logcount_predictions_loss: 0.2682 73/2540 [..............................] - ETA: 23:13 - loss: 546.8633 - 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[============================>.] - ETA: 9s - loss: 546.3400 - logits_profile_predictions_loss: 541.6984 - logcount_predictions_loss: 0.2564 2525/2540 [============================>.] - ETA: 8s - loss: 546.3401 - logits_profile_predictions_loss: 541.6986 - logcount_predictions_loss: 0.2564 2526/2540 [============================>.] - ETA: 7s - loss: 546.3403 - logits_profile_predictions_loss: 541.6988 - logcount_predictions_loss: 0.2564 2527/2540 [============================>.] - ETA: 7s - loss: 546.3405 - logits_profile_predictions_loss: 541.6990 - logcount_predictions_loss: 0.2564 2528/2540 [============================>.] - ETA: 6s - loss: 546.3407 - logits_profile_predictions_loss: 541.6992 - logcount_predictions_loss: 0.2564 2529/2540 [============================>.] - ETA: 6s - loss: 546.3409 - logits_profile_predictions_loss: 541.6994 - logcount_predictions_loss: 0.2564 2530/2540 [============================>.] - ETA: 5s - loss: 546.3410 - logits_profile_predictions_loss: 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loss: 546.3423 - logits_profile_predictions_loss: 541.7010 - logcount_predictions_loss: 0.2564 2538/2540 [============================>.] - ETA: 1s - loss: 546.3425 - logits_profile_predictions_loss: 541.7012 - logcount_predictions_loss: 0.2564 2539/2540 [============================>.] - ETA: 0s - loss: 546.3427 - logits_profile_predictions_loss: 541.7015 - logcount_predictions_loss: 0.2564 2540/2540 [==============================] - ETA: 0s - loss: 546.3430 - logits_profile_predictions_loss: 541.7017 - logcount_predictions_loss: 0.2564 2540/2540 [==============================] - 1483s 584ms/step - loss: 546.3432 - logits_profile_predictions_loss: 541.7019 - logcount_predictions_loss: 0.2564 - val_loss: 585.1835 - val_logits_profile_predictions_loss: 580.1016 - val_logcount_predictions_loss: 0.2808 Epoch 00014: val_loss improved from 586.16931 to 585.18347, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 15/50 1/2540 [..............................] - ETA: 24:34 - loss: 491.1495 - logits_profile_predictions_loss: 485.5275 - logcount_predictions_loss: 0.3106 2/2540 [..............................] - ETA: 23:54 - loss: 483.0628 - logits_profile_predictions_loss: 477.2830 - logcount_predictions_loss: 0.3193 3/2540 [..............................] - ETA: 23:52 - loss: 480.7218 - logits_profile_predictions_loss: 475.0975 - logcount_predictions_loss: 0.3107 4/2540 [..............................] - ETA: 23:51 - loss: 481.2995 - logits_profile_predictions_loss: 475.9182 - logcount_predictions_loss: 0.2973 5/2540 [..............................] - ETA: 23:50 - loss: 482.6858 - logits_profile_predictions_loss: 477.4920 - logcount_predictions_loss: 0.2869 6/2540 [..............................] - ETA: 23:49 - loss: 484.7469 - logits_profile_predictions_loss: 479.6563 - 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540.9955 - logcount_predictions_loss: 0.2470 2536/2540 [============================>.] - ETA: 2s - loss: 545.4652 - logits_profile_predictions_loss: 540.9954 - logcount_predictions_loss: 0.2470 2537/2540 [============================>.] - ETA: 1s - loss: 545.4652 - logits_profile_predictions_loss: 540.9953 - logcount_predictions_loss: 0.2470 2538/2540 [============================>.] - ETA: 1s - loss: 545.4651 - logits_profile_predictions_loss: 540.9953 - logcount_predictions_loss: 0.2470 2539/2540 [============================>.] - ETA: 0s - loss: 545.4651 - logits_profile_predictions_loss: 540.9952 - logcount_predictions_loss: 0.2470 2540/2540 [==============================] - ETA: 0s - loss: 545.4651 - logits_profile_predictions_loss: 540.9951 - logcount_predictions_loss: 0.2470 2540/2540 [==============================] - 1482s 584ms/step - loss: 545.4650 - logits_profile_predictions_loss: 540.9951 - logcount_predictions_loss: 0.2470 - val_loss: 587.9377 - val_logits_profile_predictions_loss: 582.5136 - val_logcount_predictions_loss: 0.2997 Epoch 00015: val_loss did not improve from 585.18347 Epoch 16/50 1/2540 [..............................] - ETA: 24:42 - loss: 628.2077 - logits_profile_predictions_loss: 623.4423 - logcount_predictions_loss: 0.2633 2/2540 [..............................] - ETA: 23:50 - loss: 616.9940 - logits_profile_predictions_loss: 612.4186 - logcount_predictions_loss: 0.2528 3/2540 [..............................] - ETA: 23:50 - loss: 603.5509 - logits_profile_predictions_loss: 599.1097 - logcount_predictions_loss: 0.2454 4/2540 [..............................] - ETA: 23:49 - loss: 592.6614 - logits_profile_predictions_loss: 588.3781 - logcount_predictions_loss: 0.2366 5/2540 [..............................] - ETA: 23:49 - loss: 581.0586 - logits_profile_predictions_loss: 576.8883 - logcount_predictions_loss: 0.2304 6/2540 [..............................] - ETA: 23:49 - loss: 572.7435 - logits_profile_predictions_loss: 568.6446 - logcount_predictions_loss: 0.2265 7/2540 [..............................] - ETA: 23:48 - loss: 566.7990 - logits_profile_predictions_loss: 562.7240 - logcount_predictions_loss: 0.2251 8/2540 [..............................] - ETA: 23:48 - loss: 562.8620 - logits_profile_predictions_loss: 558.7814 - logcount_predictions_loss: 0.2255 9/2540 [..............................] - ETA: 23:47 - loss: 559.5286 - logits_profile_predictions_loss: 555.4353 - logcount_predictions_loss: 0.2261 10/2540 [..............................] - ETA: 23:50 - loss: 557.0323 - logits_profile_predictions_loss: 552.8890 - logcount_predictions_loss: 0.2289 11/2540 [..............................] - ETA: 23:49 - loss: 555.1272 - logits_profile_predictions_loss: 550.9525 - logcount_predictions_loss: 0.2307 12/2540 [..............................] - ETA: 23:48 - loss: 553.7535 - logits_profile_predictions_loss: 549.5507 - logcount_predictions_loss: 0.2322 13/2540 [..............................] - ETA: 23:47 - loss: 552.7607 - logits_profile_predictions_loss: 548.5293 - logcount_predictions_loss: 0.2338 14/2540 [..............................] - ETA: 23:46 - loss: 551.9802 - logits_profile_predictions_loss: 547.7259 - logcount_predictions_loss: 0.2350 15/2540 [..............................] - ETA: 23:46 - loss: 551.1306 - logits_profile_predictions_loss: 546.8550 - logcount_predictions_loss: 0.2362 16/2540 [..............................] - ETA: 23:45 - loss: 550.5159 - logits_profile_predictions_loss: 546.2202 - logcount_predictions_loss: 0.2373 17/2540 [..............................] - ETA: 23:44 - loss: 550.1137 - logits_profile_predictions_loss: 545.8002 - logcount_predictions_loss: 0.2383 18/2540 [..............................] - ETA: 23:44 - loss: 549.7627 - logits_profile_predictions_loss: 545.4338 - logcount_predictions_loss: 0.2392 19/2540 [..............................] - ETA: 23:43 - loss: 549.5028 - logits_profile_predictions_loss: 545.1623 - logcount_predictions_loss: 0.2398 20/2540 [..............................] - ETA: 23:42 - loss: 549.2184 - logits_profile_predictions_loss: 544.8696 - logcount_predictions_loss: 0.2403 21/2540 [..............................] - ETA: 23:42 - loss: 549.0350 - logits_profile_predictions_loss: 544.6805 - logcount_predictions_loss: 0.2406 22/2540 [..............................] - ETA: 23:41 - loss: 548.8781 - logits_profile_predictions_loss: 544.5189 - logcount_predictions_loss: 0.2408 23/2540 [..............................] - ETA: 23:40 - loss: 548.7766 - logits_profile_predictions_loss: 544.4135 - logcount_predictions_loss: 0.2411 24/2540 [..............................] - ETA: 23:40 - loss: 548.7306 - logits_profile_predictions_loss: 544.3620 - logcount_predictions_loss: 0.2414 25/2540 [..............................] - ETA: 23:39 - loss: 548.6513 - logits_profile_predictions_loss: 544.2801 - logcount_predictions_loss: 0.2415 26/2540 [..............................] - ETA: 23:39 - loss: 548.5146 - logits_profile_predictions_loss: 544.1391 - logcount_predictions_loss: 0.2417 27/2540 [..............................] - ETA: 23:38 - loss: 548.2959 - logits_profile_predictions_loss: 543.9174 - logcount_predictions_loss: 0.2419 28/2540 [..............................] - ETA: 23:37 - loss: 548.0693 - logits_profile_predictions_loss: 543.6882 - logcount_predictions_loss: 0.2421 29/2540 [..............................] - ETA: 23:37 - loss: 547.7964 - logits_profile_predictions_loss: 543.4134 - logcount_predictions_loss: 0.2422 30/2540 [..............................] - ETA: 23:36 - loss: 547.5001 - logits_profile_predictions_loss: 543.1157 - logcount_predictions_loss: 0.2422 31/2540 [..............................] - ETA: 23:36 - loss: 547.3075 - logits_profile_predictions_loss: 542.9215 - logcount_predictions_loss: 0.2423 32/2540 [..............................] - ETA: 23:35 - loss: 547.1673 - logits_profile_predictions_loss: 542.7781 - logcount_predictions_loss: 0.2425 33/2540 [..............................] - ETA: 23:34 - loss: 547.0410 - logits_profile_predictions_loss: 542.6481 - logcount_predictions_loss: 0.2427 34/2540 [..............................] - ETA: 23:34 - loss: 546.9049 - logits_profile_predictions_loss: 542.5088 - logcount_predictions_loss: 0.2429 35/2540 [..............................] - ETA: 23:33 - loss: 546.7930 - logits_profile_predictions_loss: 542.3935 - logcount_predictions_loss: 0.2431 36/2540 [..............................] - ETA: 23:33 - loss: 546.6815 - logits_profile_predictions_loss: 542.2769 - logcount_predictions_loss: 0.2433 37/2540 [..............................] - ETA: 23:32 - loss: 546.5425 - logits_profile_predictions_loss: 542.1335 - logcount_predictions_loss: 0.2436 38/2540 [..............................] - ETA: 23:31 - loss: 546.4036 - logits_profile_predictions_loss: 541.9918 - logcount_predictions_loss: 0.2437 39/2540 [..............................] - ETA: 23:31 - loss: 546.2149 - logits_profile_predictions_loss: 541.8005 - logcount_predictions_loss: 0.2439 40/2540 [..............................] - ETA: 23:30 - loss: 546.0659 - logits_profile_predictions_loss: 541.6497 - logcount_predictions_loss: 0.2440 41/2540 [..............................] - ETA: 23:30 - loss: 545.9588 - logits_profile_predictions_loss: 541.5406 - logcount_predictions_loss: 0.2441 42/2540 [..............................] - ETA: 23:29 - loss: 545.8659 - logits_profile_predictions_loss: 541.4461 - logcount_predictions_loss: 0.2442 43/2540 [..............................] - ETA: 23:28 - loss: 545.7549 - logits_profile_predictions_loss: 541.3335 - logcount_predictions_loss: 0.2443 44/2540 [..............................] - ETA: 23:28 - loss: 545.6260 - logits_profile_predictions_loss: 541.2032 - logcount_predictions_loss: 0.2443 45/2540 [..............................] - ETA: 23:27 - loss: 545.5184 - logits_profile_predictions_loss: 541.0942 - logcount_predictions_loss: 0.2444 46/2540 [..............................] - ETA: 23:27 - loss: 545.4136 - logits_profile_predictions_loss: 540.9884 - logcount_predictions_loss: 0.2445 47/2540 [..............................] - ETA: 23:26 - loss: 545.2994 - logits_profile_predictions_loss: 540.8733 - logcount_predictions_loss: 0.2445 48/2540 [..............................] - ETA: 23:25 - loss: 545.1990 - logits_profile_predictions_loss: 540.7716 - logcount_predictions_loss: 0.2446 49/2540 [..............................] - ETA: 23:25 - loss: 545.0865 - logits_profile_predictions_loss: 540.6578 - logcount_predictions_loss: 0.2447 50/2540 [..............................] - ETA: 23:24 - loss: 544.9518 - logits_profile_predictions_loss: 540.5224 - logcount_predictions_loss: 0.2447 51/2540 [..............................] - ETA: 23:24 - loss: 544.8044 - logits_profile_predictions_loss: 540.3741 - logcount_predictions_loss: 0.2448 52/2540 [..............................] - ETA: 23:23 - loss: 544.6775 - logits_profile_predictions_loss: 540.2462 - logcount_predictions_loss: 0.2448 53/2540 [..............................] - ETA: 23:23 - loss: 544.5540 - logits_profile_predictions_loss: 540.1219 - logcount_predictions_loss: 0.2449 54/2540 [..............................] - ETA: 23:22 - loss: 544.4250 - logits_profile_predictions_loss: 539.9919 - logcount_predictions_loss: 0.2449 55/2540 [..............................] - ETA: 23:21 - loss: 544.3053 - logits_profile_predictions_loss: 539.8717 - logcount_predictions_loss: 0.2450 56/2540 [..............................] - ETA: 23:21 - loss: 544.1840 - logits_profile_predictions_loss: 539.7501 - logcount_predictions_loss: 0.2450 57/2540 [..............................] - ETA: 23:20 - loss: 544.0577 - logits_profile_predictions_loss: 539.6237 - logcount_predictions_loss: 0.2450 58/2540 [..............................] - ETA: 23:20 - loss: 543.9411 - logits_profile_predictions_loss: 539.5070 - logcount_predictions_loss: 0.2450 59/2540 [..............................] - ETA: 23:19 - loss: 543.8252 - logits_profile_predictions_loss: 539.3911 - logcount_predictions_loss: 0.2450 60/2540 [..............................] - ETA: 23:19 - loss: 543.7134 - logits_profile_predictions_loss: 539.2793 - logcount_predictions_loss: 0.2450 61/2540 [..............................] - ETA: 23:18 - loss: 543.6318 - logits_profile_predictions_loss: 539.1974 - logcount_predictions_loss: 0.2450 62/2540 [..............................] - ETA: 23:17 - loss: 543.5409 - logits_profile_predictions_loss: 539.1064 - logcount_predictions_loss: 0.2450 63/2540 [..............................] - ETA: 23:17 - loss: 543.4623 - logits_profile_predictions_loss: 539.0276 - logcount_predictions_loss: 0.2450 64/2540 [..............................] - ETA: 23:17 - loss: 543.3814 - logits_profile_predictions_loss: 538.9463 - logcount_predictions_loss: 0.2450 65/2540 [..............................] - ETA: 23:16 - loss: 543.3066 - logits_profile_predictions_loss: 538.8709 - logcount_predictions_loss: 0.2451 66/2540 [..............................] - ETA: 23:16 - loss: 543.2309 - logits_profile_predictions_loss: 538.7950 - logcount_predictions_loss: 0.2451 67/2540 [..............................] - ETA: 23:15 - loss: 543.1571 - logits_profile_predictions_loss: 538.7211 - logcount_predictions_loss: 0.2451 68/2540 [..............................] - ETA: 23:14 - loss: 543.0864 - logits_profile_predictions_loss: 538.6500 - logcount_predictions_loss: 0.2451 69/2540 [..............................] - ETA: 23:14 - loss: 543.0120 - logits_profile_predictions_loss: 538.5754 - logcount_predictions_loss: 0.2451 70/2540 [..............................] - ETA: 23:13 - loss: 542.9302 - logits_profile_predictions_loss: 538.4936 - logcount_predictions_loss: 0.2451 71/2540 [..............................] - ETA: 23:13 - loss: 542.8496 - logits_profile_predictions_loss: 538.4131 - logcount_predictions_loss: 0.2451 72/2540 [..............................] - ETA: 23:12 - loss: 542.7929 - logits_profile_predictions_loss: 538.3564 - logcount_predictions_loss: 0.2451 73/2540 [..............................] - ETA: 23:12 - loss: 542.7436 - logits_profile_predictions_loss: 538.3072 - logcount_predictions_loss: 0.2451 74/2540 [..............................] - ETA: 23:11 - loss: 542.7047 - logits_profile_predictions_loss: 538.2684 - logcount_predictions_loss: 0.2451 75/2540 [..............................] - ETA: 23:10 - loss: 542.6783 - logits_profile_predictions_loss: 538.2420 - logcount_predictions_loss: 0.2451 76/2540 [..............................] - ETA: 23:10 - loss: 542.6635 - logits_profile_predictions_loss: 538.2274 - logcount_predictions_loss: 0.2451 77/2540 [..............................] - ETA: 23:09 - loss: 542.6524 - logits_profile_predictions_loss: 538.2167 - logcount_predictions_loss: 0.2451 78/2540 [..............................] - ETA: 23:09 - loss: 542.6402 - logits_profile_predictions_loss: 538.2047 - logcount_predictions_loss: 0.2451 79/2540 [..............................] - ETA: 23:08 - loss: 542.6293 - logits_profile_predictions_loss: 538.1942 - logcount_predictions_loss: 0.2450 80/2540 [..............................] - ETA: 23:07 - loss: 542.6192 - logits_profile_predictions_loss: 538.1844 - logcount_predictions_loss: 0.2450 81/2540 [..............................] - ETA: 23:07 - loss: 542.6107 - logits_profile_predictions_loss: 538.1762 - logcount_predictions_loss: 0.2450 82/2540 [..............................] - ETA: 23:06 - loss: 542.5923 - logits_profile_predictions_loss: 538.1584 - logcount_predictions_loss: 0.2450 83/2540 [..............................] - ETA: 23:06 - loss: 542.5761 - logits_profile_predictions_loss: 538.1427 - logcount_predictions_loss: 0.2449 84/2540 [..............................] - ETA: 23:05 - loss: 542.5554 - logits_profile_predictions_loss: 538.1225 - logcount_predictions_loss: 0.2449 85/2540 [>.............................] - ETA: 23:05 - loss: 542.5391 - logits_profile_predictions_loss: 538.1067 - logcount_predictions_loss: 0.2449 86/2540 [>.............................] - ETA: 23:04 - loss: 542.5220 - logits_profile_predictions_loss: 538.0898 - logcount_predictions_loss: 0.2449 87/2540 [>.............................] - ETA: 23:03 - loss: 542.5009 - logits_profile_predictions_loss: 538.0690 - logcount_predictions_loss: 0.2449 88/2540 [>.............................] - ETA: 23:03 - loss: 542.4737 - logits_profile_predictions_loss: 538.0421 - logcount_predictions_loss: 0.2448 89/2540 [>.............................] - ETA: 23:02 - loss: 542.4394 - logits_profile_predictions_loss: 538.0081 - logcount_predictions_loss: 0.2448 90/2540 [>.............................] - ETA: 23:02 - loss: 542.4022 - logits_profile_predictions_loss: 537.9713 - logcount_predictions_loss: 0.2448 91/2540 [>.............................] - ETA: 23:01 - loss: 542.3605 - logits_profile_predictions_loss: 537.9300 - logcount_predictions_loss: 0.2448 92/2540 [>.............................] - ETA: 23:01 - loss: 542.3197 - logits_profile_predictions_loss: 537.8896 - logcount_predictions_loss: 0.2448 93/2540 [>.............................] - ETA: 23:00 - loss: 542.2784 - logits_profile_predictions_loss: 537.8487 - logcount_predictions_loss: 0.2447 94/2540 [>.............................] - ETA: 22:59 - loss: 542.2463 - logits_profile_predictions_loss: 537.8172 - logcount_predictions_loss: 0.2447 95/2540 [>.............................] - ETA: 22:59 - loss: 542.2113 - logits_profile_predictions_loss: 537.7827 - logcount_predictions_loss: 0.2447 96/2540 [>.............................] - ETA: 22:58 - loss: 542.1727 - logits_profile_predictions_loss: 537.7448 - logcount_predictions_loss: 0.2446 97/2540 [>.............................] - ETA: 22:58 - loss: 542.1348 - logits_profile_predictions_loss: 537.7075 - logcount_predictions_loss: 0.2446 98/2540 [>.............................] - ETA: 22:57 - loss: 542.0937 - logits_profile_predictions_loss: 537.6668 - logcount_predictions_loss: 0.2446 99/2540 [>.............................] - ETA: 22:57 - loss: 542.0489 - logits_profile_predictions_loss: 537.6226 - logcount_predictions_loss: 0.2445 100/2540 [>.............................] - ETA: 22:56 - loss: 542.0056 - logits_profile_predictions_loss: 537.5800 - logcount_predictions_loss: 0.2445 101/2540 [>.............................] - ETA: 22:56 - loss: 541.9581 - logits_profile_predictions_loss: 537.5331 - logcount_predictions_loss: 0.2445 102/2540 [>.............................] - ETA: 22:55 - loss: 541.9074 - logits_profile_predictions_loss: 537.4828 - logcount_predictions_loss: 0.2445 103/2540 [>.............................] - ETA: 22:54 - loss: 541.8628 - logits_profile_predictions_loss: 537.4384 - logcount_predictions_loss: 0.2444 104/2540 [>.............................] - ETA: 22:54 - loss: 541.8184 - logits_profile_predictions_loss: 537.3941 - logcount_predictions_loss: 0.2444 105/2540 [>.............................] - ETA: 22:53 - loss: 541.7804 - logits_profile_predictions_loss: 537.3562 - logcount_predictions_loss: 0.2444 106/2540 [>.............................] - ETA: 22:53 - loss: 541.7408 - logits_profile_predictions_loss: 537.3167 - logcount_predictions_loss: 0.2444 107/2540 [>.............................] - ETA: 22:52 - loss: 541.7094 - logits_profile_predictions_loss: 537.2854 - logcount_predictions_loss: 0.2444 108/2540 [>.............................] - ETA: 22:52 - loss: 541.6804 - logits_profile_predictions_loss: 537.2567 - logcount_predictions_loss: 0.2444 109/2540 [>.............................] - ETA: 22:51 - loss: 541.6532 - logits_profile_predictions_loss: 537.2297 - logcount_predictions_loss: 0.2444 110/2540 [>.............................] - ETA: 22:50 - loss: 541.6299 - logits_profile_predictions_loss: 537.2065 - logcount_predictions_loss: 0.2444 111/2540 [>.............................] - ETA: 22:50 - loss: 541.6126 - logits_profile_predictions_loss: 537.1893 - logcount_predictions_loss: 0.2444 112/2540 [>.............................] - ETA: 22:49 - loss: 541.5992 - logits_profile_predictions_loss: 537.1759 - logcount_predictions_loss: 0.2444 113/2540 [>.............................] - ETA: 22:49 - loss: 541.5832 - logits_profile_predictions_loss: 537.1599 - logcount_predictions_loss: 0.2444 114/2540 [>.............................] - ETA: 22:48 - loss: 541.5623 - logits_profile_predictions_loss: 537.1390 - logcount_predictions_loss: 0.2444 115/2540 [>.............................] - ETA: 22:48 - loss: 541.5381 - logits_profile_predictions_loss: 537.1146 - logcount_predictions_loss: 0.2444 116/2540 [>.............................] - ETA: 22:47 - loss: 541.5157 - logits_profile_predictions_loss: 537.0918 - logcount_predictions_loss: 0.2444 117/2540 [>.............................] - ETA: 22:46 - loss: 541.4929 - logits_profile_predictions_loss: 537.0686 - logcount_predictions_loss: 0.2444 118/2540 [>.............................] - ETA: 22:46 - loss: 541.4688 - logits_profile_predictions_loss: 537.0440 - logcount_predictions_loss: 0.2445 119/2540 [>.............................] - ETA: 22:45 - loss: 541.4455 - logits_profile_predictions_loss: 537.0203 - logcount_predictions_loss: 0.2445 120/2540 [>.............................] - ETA: 22:45 - loss: 541.4291 - logits_profile_predictions_loss: 537.0033 - logcount_predictions_loss: 0.2445 121/2540 [>.............................] - ETA: 22:44 - loss: 541.4144 - logits_profile_predictions_loss: 536.9882 - logcount_predictions_loss: 0.2445 122/2540 [>.............................] - ETA: 22:44 - loss: 541.3962 - logits_profile_predictions_loss: 536.9696 - logcount_predictions_loss: 0.2446 123/2540 [>.............................] - ETA: 22:43 - loss: 541.3764 - logits_profile_predictions_loss: 536.9494 - logcount_predictions_loss: 0.2446 124/2540 [>.............................] - ETA: 22:42 - loss: 541.3558 - logits_profile_predictions_loss: 536.9282 - logcount_predictions_loss: 0.2446 125/2540 [>.............................] - ETA: 22:42 - loss: 541.3399 - logits_profile_predictions_loss: 536.9120 - logcount_predictions_loss: 0.2446 126/2540 [>.............................] - ETA: 22:41 - loss: 541.3234 - logits_profile_predictions_loss: 536.8951 - logcount_predictions_loss: 0.2447 127/2540 [>.............................] - ETA: 22:41 - loss: 541.3120 - logits_profile_predictions_loss: 536.8835 - logcount_predictions_loss: 0.2447 128/2540 [>.............................] - ETA: 22:40 - loss: 541.3014 - logits_profile_predictions_loss: 536.8727 - logcount_predictions_loss: 0.2447 129/2540 [>.............................] - ETA: 22:40 - loss: 541.2913 - logits_profile_predictions_loss: 536.8624 - logcount_predictions_loss: 0.2447 130/2540 [>.............................] - ETA: 22:39 - loss: 541.2798 - logits_profile_predictions_loss: 536.8506 - logcount_predictions_loss: 0.2447 131/2540 [>.............................] - ETA: 22:38 - loss: 541.2693 - logits_profile_predictions_loss: 536.8399 - logcount_predictions_loss: 0.2447 132/2540 [>.............................] - ETA: 22:38 - loss: 541.2574 - logits_profile_predictions_loss: 536.8279 - logcount_predictions_loss: 0.2447 133/2540 [>.............................] - ETA: 22:37 - loss: 541.2446 - logits_profile_predictions_loss: 536.8150 - logcount_predictions_loss: 0.2447 134/2540 [>.............................] - ETA: 22:37 - loss: 541.2296 - logits_profile_predictions_loss: 536.7999 - logcount_predictions_loss: 0.2447 135/2540 [>.............................] - ETA: 22:36 - loss: 541.2152 - logits_profile_predictions_loss: 536.7854 - logcount_predictions_loss: 0.2447 136/2540 [>.............................] - ETA: 22:36 - loss: 541.1992 - 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[=====>........................] - ETA: 18:59 - loss: 541.5539 - logits_profile_predictions_loss: 537.1307 - logcount_predictions_loss: 0.2444 521/2540 [=====>........................] - ETA: 18:59 - loss: 541.5590 - logits_profile_predictions_loss: 537.1356 - logcount_predictions_loss: 0.2444 522/2540 [=====>........................] - ETA: 18:58 - loss: 541.5641 - logits_profile_predictions_loss: 537.1406 - logcount_predictions_loss: 0.2444 523/2540 [=====>........................] - ETA: 18:58 - loss: 541.5692 - logits_profile_predictions_loss: 537.1456 - logcount_predictions_loss: 0.2444 524/2540 [=====>........................] - ETA: 18:57 - loss: 541.5744 - logits_profile_predictions_loss: 537.1506 - logcount_predictions_loss: 0.2444 525/2540 [=====>........................] - ETA: 18:56 - loss: 541.5796 - logits_profile_predictions_loss: 537.1557 - logcount_predictions_loss: 0.2444 526/2540 [=====>........................] - ETA: 18:56 - loss: 541.5848 - 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logits_profile_predictions_loss: 538.8726 - logcount_predictions_loss: 0.2457 2490/2540 [============================>.] - ETA: 28s - loss: 543.3202 - logits_profile_predictions_loss: 538.8732 - logcount_predictions_loss: 0.2457 2491/2540 [============================>.] - ETA: 27s - loss: 543.3208 - logits_profile_predictions_loss: 538.8739 - logcount_predictions_loss: 0.2457 2492/2540 [============================>.] - ETA: 27s - loss: 543.3214 - logits_profile_predictions_loss: 538.8745 - logcount_predictions_loss: 0.2457 2493/2540 [============================>.] - ETA: 26s - loss: 543.3221 - logits_profile_predictions_loss: 538.8751 - logcount_predictions_loss: 0.2457 2494/2540 [============================>.] - ETA: 25s - loss: 543.3227 - logits_profile_predictions_loss: 538.8758 - logcount_predictions_loss: 0.2457 2495/2540 [============================>.] - ETA: 25s - loss: 543.3234 - logits_profile_predictions_loss: 538.8764 - logcount_predictions_loss: 0.2457 2496/2540 [============================>.] - ETA: 24s - loss: 543.3240 - logits_profile_predictions_loss: 538.8770 - logcount_predictions_loss: 0.2457 2497/2540 [============================>.] - ETA: 24s - loss: 543.3247 - logits_profile_predictions_loss: 538.8777 - logcount_predictions_loss: 0.2457 2498/2540 [============================>.] - ETA: 23s - loss: 543.3253 - logits_profile_predictions_loss: 538.8783 - logcount_predictions_loss: 0.2457 2499/2540 [============================>.] - ETA: 23s - loss: 543.3260 - logits_profile_predictions_loss: 538.8790 - logcount_predictions_loss: 0.2457 2500/2540 [============================>.] - ETA: 22s - loss: 543.3266 - logits_profile_predictions_loss: 538.8796 - logcount_predictions_loss: 0.2457 2501/2540 [============================>.] - ETA: 22s - loss: 543.3273 - logits_profile_predictions_loss: 538.8803 - logcount_predictions_loss: 0.2457 2502/2540 [============================>.] - ETA: 21s - loss: 543.3280 - logits_profile_predictions_loss: 538.8809 - logcount_predictions_loss: 0.2457 2503/2540 [============================>.] - ETA: 20s - loss: 543.3286 - logits_profile_predictions_loss: 538.8816 - logcount_predictions_loss: 0.2457 2504/2540 [============================>.] - ETA: 20s - loss: 543.3293 - logits_profile_predictions_loss: 538.8822 - logcount_predictions_loss: 0.2457 2505/2540 [============================>.] - ETA: 19s - loss: 543.3299 - logits_profile_predictions_loss: 538.8829 - logcount_predictions_loss: 0.2457 2506/2540 [============================>.] - ETA: 19s - loss: 543.3306 - logits_profile_predictions_loss: 538.8835 - logcount_predictions_loss: 0.2457 2507/2540 [============================>.] - ETA: 18s - loss: 543.3313 - logits_profile_predictions_loss: 538.8842 - logcount_predictions_loss: 0.2457 2508/2540 [============================>.] - ETA: 18s - loss: 543.3319 - logits_profile_predictions_loss: 538.8848 - logcount_predictions_loss: 0.2457 2509/2540 [============================>.] - ETA: 17s - loss: 543.3326 - logits_profile_predictions_loss: 538.8855 - logcount_predictions_loss: 0.2457 2510/2540 [============================>.] - ETA: 16s - loss: 543.3333 - logits_profile_predictions_loss: 538.8862 - logcount_predictions_loss: 0.2457 2511/2540 [============================>.] - ETA: 16s - loss: 543.3340 - logits_profile_predictions_loss: 538.8868 - logcount_predictions_loss: 0.2457 2512/2540 [============================>.] - ETA: 15s - loss: 543.3346 - logits_profile_predictions_loss: 538.8875 - logcount_predictions_loss: 0.2457 2513/2540 [============================>.] - ETA: 15s - loss: 543.3353 - logits_profile_predictions_loss: 538.8881 - logcount_predictions_loss: 0.2457 2514/2540 [============================>.] - ETA: 14s - loss: 543.3359 - logits_profile_predictions_loss: 538.8888 - logcount_predictions_loss: 0.2457 2515/2540 [============================>.] - ETA: 14s - loss: 543.3366 - logits_profile_predictions_loss: 538.8894 - logcount_predictions_loss: 0.2457 2516/2540 [============================>.] - ETA: 13s - loss: 543.3373 - logits_profile_predictions_loss: 538.8901 - logcount_predictions_loss: 0.2457 2517/2540 [============================>.] - ETA: 12s - loss: 543.3379 - logits_profile_predictions_loss: 538.8907 - logcount_predictions_loss: 0.2457 2518/2540 [============================>.] - ETA: 12s - loss: 543.3386 - logits_profile_predictions_loss: 538.8914 - logcount_predictions_loss: 0.2457 2519/2540 [============================>.] - ETA: 11s - loss: 543.3392 - logits_profile_predictions_loss: 538.8920 - logcount_predictions_loss: 0.2457 2520/2540 [============================>.] - ETA: 11s - loss: 543.3399 - logits_profile_predictions_loss: 538.8927 - logcount_predictions_loss: 0.2457 2521/2540 [============================>.] - ETA: 10s - loss: 543.3406 - logits_profile_predictions_loss: 538.8933 - logcount_predictions_loss: 0.2457 2522/2540 [============================>.] - ETA: 10s - loss: 543.3412 - logits_profile_predictions_loss: 538.8940 - logcount_predictions_loss: 0.2457 2523/2540 [============================>.] - ETA: 9s - loss: 543.3418 - logits_profile_predictions_loss: 538.8946 - logcount_predictions_loss: 0.2457  2524/2540 [============================>.] - ETA: 9s - loss: 543.3425 - logits_profile_predictions_loss: 538.8952 - logcount_predictions_loss: 0.2457 2525/2540 [============================>.] - ETA: 8s - loss: 543.3431 - logits_profile_predictions_loss: 538.8958 - logcount_predictions_loss: 0.2457 2526/2540 [============================>.] - ETA: 7s - loss: 543.3438 - logits_profile_predictions_loss: 538.8965 - logcount_predictions_loss: 0.2457 2527/2540 [============================>.] - ETA: 7s - loss: 543.3444 - logits_profile_predictions_loss: 538.8971 - logcount_predictions_loss: 0.2457 2528/2540 [============================>.] - ETA: 6s - loss: 543.3450 - logits_profile_predictions_loss: 538.8977 - logcount_predictions_loss: 0.2457 2529/2540 [============================>.] - ETA: 6s - loss: 543.3457 - logits_profile_predictions_loss: 538.8984 - logcount_predictions_loss: 0.2457 2530/2540 [============================>.] - ETA: 5s - loss: 543.3464 - logits_profile_predictions_loss: 538.8990 - logcount_predictions_loss: 0.2457 2531/2540 [============================>.] - ETA: 5s - loss: 543.3470 - logits_profile_predictions_loss: 538.8997 - logcount_predictions_loss: 0.2457 2532/2540 [============================>.] - ETA: 4s - loss: 543.3477 - logits_profile_predictions_loss: 538.9003 - logcount_predictions_loss: 0.2457 2533/2540 [============================>.] - ETA: 3s - loss: 543.3483 - logits_profile_predictions_loss: 538.9009 - logcount_predictions_loss: 0.2457 2534/2540 [============================>.] - ETA: 3s - loss: 543.3490 - logits_profile_predictions_loss: 538.9016 - logcount_predictions_loss: 0.2457 2535/2540 [============================>.] - ETA: 2s - loss: 543.3496 - logits_profile_predictions_loss: 538.9022 - logcount_predictions_loss: 0.2457 2536/2540 [============================>.] - ETA: 2s - loss: 543.3502 - logits_profile_predictions_loss: 538.9029 - logcount_predictions_loss: 0.2457 2537/2540 [============================>.] - ETA: 1s - loss: 543.3509 - logits_profile_predictions_loss: 538.9035 - logcount_predictions_loss: 0.2457 2538/2540 [============================>.] - ETA: 1s - loss: 543.3515 - logits_profile_predictions_loss: 538.9041 - logcount_predictions_loss: 0.2457 2539/2540 [============================>.] - ETA: 0s - loss: 543.3522 - logits_profile_predictions_loss: 538.9048 - logcount_predictions_loss: 0.2457 2540/2540 [==============================] - ETA: 0s - loss: 543.3528 - logits_profile_predictions_loss: 538.9054 - logcount_predictions_loss: 0.2457 2540/2540 [==============================] - 1482s 584ms/step - loss: 543.3535 - logits_profile_predictions_loss: 538.9060 - logcount_predictions_loss: 0.2457 - val_loss: 588.1466 - val_logits_profile_predictions_loss: 582.9765 - val_logcount_predictions_loss: 0.2856 Epoch 00016: val_loss did not improve from 585.18347 Epoch 17/50 1/2540 [..............................] - ETA: 24:49 - loss: 548.8923 - logits_profile_predictions_loss: 544.5122 - logcount_predictions_loss: 0.2420 2/2540 [..............................] - ETA: 23:54 - loss: 550.3013 - logits_profile_predictions_loss: 546.1139 - logcount_predictions_loss: 0.2313 3/2540 [..............................] - ETA: 23:53 - loss: 549.9371 - logits_profile_predictions_loss: 545.9085 - logcount_predictions_loss: 0.2226 4/2540 [..............................] - ETA: 23:51 - loss: 549.5302 - logits_profile_predictions_loss: 545.5689 - logcount_predictions_loss: 0.2189 5/2540 [..............................] - ETA: 23:50 - loss: 550.9212 - logits_profile_predictions_loss: 546.9630 - logcount_predictions_loss: 0.2187 6/2540 [..............................] - ETA: 23:49 - loss: 550.6843 - logits_profile_predictions_loss: 546.6771 - logcount_predictions_loss: 0.2214 7/2540 [..............................] - ETA: 23:49 - loss: 550.3578 - logits_profile_predictions_loss: 546.3208 - logcount_predictions_loss: 0.2230 8/2540 [..............................] - ETA: 23:52 - loss: 550.3679 - logits_profile_predictions_loss: 546.2698 - logcount_predictions_loss: 0.2264 9/2540 [..............................] - ETA: 23:52 - loss: 550.7982 - logits_profile_predictions_loss: 546.6408 - logcount_predictions_loss: 0.2297 10/2540 [..............................] - ETA: 23:50 - loss: 551.4981 - logits_profile_predictions_loss: 547.3100 - logcount_predictions_loss: 0.2314 11/2540 [..............................] - ETA: 23:49 - loss: 551.7388 - logits_profile_predictions_loss: 547.5353 - logcount_predictions_loss: 0.2322 12/2540 [..............................] - ETA: 23:49 - loss: 552.0147 - logits_profile_predictions_loss: 547.7998 - logcount_predictions_loss: 0.2329 13/2540 [..............................] - ETA: 23:48 - loss: 552.2335 - logits_profile_predictions_loss: 548.0088 - logcount_predictions_loss: 0.2334 14/2540 [..............................] - ETA: 23:47 - loss: 552.1621 - logits_profile_predictions_loss: 547.9322 - logcount_predictions_loss: 0.2337 15/2540 [..............................] - ETA: 23:46 - loss: 552.2275 - logits_profile_predictions_loss: 547.9856 - logcount_predictions_loss: 0.2344 16/2540 [..............................] - ETA: 23:45 - loss: 552.2472 - logits_profile_predictions_loss: 547.9984 - logcount_predictions_loss: 0.2347 17/2540 [..............................] - ETA: 23:45 - loss: 552.2837 - logits_profile_predictions_loss: 548.0313 - logcount_predictions_loss: 0.2349 18/2540 [..............................] - ETA: 23:44 - loss: 552.3426 - logits_profile_predictions_loss: 548.0873 - logcount_predictions_loss: 0.2351 19/2540 [..............................] - ETA: 23:43 - loss: 552.3191 - logits_profile_predictions_loss: 548.0586 - logcount_predictions_loss: 0.2354 20/2540 [..............................] - ETA: 23:43 - loss: 552.2358 - logits_profile_predictions_loss: 547.9734 - logcount_predictions_loss: 0.2355 21/2540 [..............................] - ETA: 23:42 - loss: 552.0234 - logits_profile_predictions_loss: 547.7542 - logcount_predictions_loss: 0.2359 22/2540 [..............................] - ETA: 23:41 - loss: 551.8042 - logits_profile_predictions_loss: 547.5286 - logcount_predictions_loss: 0.2362 23/2540 [..............................] - ETA: 23:41 - loss: 551.6742 - logits_profile_predictions_loss: 547.3904 - logcount_predictions_loss: 0.2367 24/2540 [..............................] - ETA: 23:40 - loss: 551.6744 - logits_profile_predictions_loss: 547.3834 - logcount_predictions_loss: 0.2371 25/2540 [..............................] - ETA: 23:39 - loss: 551.6104 - logits_profile_predictions_loss: 547.3147 - logcount_predictions_loss: 0.2373 26/2540 [..............................] - ETA: 23:39 - loss: 551.4963 - logits_profile_predictions_loss: 547.1974 - logcount_predictions_loss: 0.2375 27/2540 [..............................] - ETA: 23:38 - loss: 551.3972 - logits_profile_predictions_loss: 547.0974 - logcount_predictions_loss: 0.2376 28/2540 [..............................] - ETA: 23:37 - loss: 551.2296 - logits_profile_predictions_loss: 546.9274 - logcount_predictions_loss: 0.2377 29/2540 [..............................] - ETA: 23:37 - loss: 551.0326 - logits_profile_predictions_loss: 546.7299 - logcount_predictions_loss: 0.2377 30/2540 [..............................] - ETA: 23:36 - loss: 550.8909 - logits_profile_predictions_loss: 546.5886 - logcount_predictions_loss: 0.2377 31/2540 [..............................] - ETA: 23:36 - loss: 550.6782 - logits_profile_predictions_loss: 546.3770 - logcount_predictions_loss: 0.2376 32/2540 [..............................] - ETA: 23:35 - loss: 550.4714 - logits_profile_predictions_loss: 546.1711 - logcount_predictions_loss: 0.2376 33/2540 [..............................] - ETA: 23:34 - loss: 550.2772 - logits_profile_predictions_loss: 545.9765 - logcount_predictions_loss: 0.2376 34/2540 [..............................] - ETA: 23:34 - loss: 550.1060 - logits_profile_predictions_loss: 545.8042 - logcount_predictions_loss: 0.2377 35/2540 [..............................] - ETA: 23:33 - loss: 549.9370 - logits_profile_predictions_loss: 545.6350 - logcount_predictions_loss: 0.2377 36/2540 [..............................] - ETA: 23:33 - loss: 549.8194 - logits_profile_predictions_loss: 545.5173 - logcount_predictions_loss: 0.2377 37/2540 [..............................] - ETA: 23:32 - loss: 549.7236 - logits_profile_predictions_loss: 545.4206 - logcount_predictions_loss: 0.2377 38/2540 [..............................] - ETA: 23:31 - loss: 549.6344 - logits_profile_predictions_loss: 545.3302 - logcount_predictions_loss: 0.2378 39/2540 [..............................] - ETA: 23:31 - loss: 549.5279 - logits_profile_predictions_loss: 545.2221 - logcount_predictions_loss: 0.2379 40/2540 [..............................] - ETA: 23:30 - loss: 549.4469 - logits_profile_predictions_loss: 545.1395 - logcount_predictions_loss: 0.2380 41/2540 [..............................] - ETA: 23:30 - loss: 549.3372 - logits_profile_predictions_loss: 545.0287 - logcount_predictions_loss: 0.2380 42/2540 [..............................] - ETA: 23:29 - loss: 549.2006 - logits_profile_predictions_loss: 544.8911 - logcount_predictions_loss: 0.2381 43/2540 [..............................] - ETA: 23:29 - loss: 549.0793 - logits_profile_predictions_loss: 544.7687 - logcount_predictions_loss: 0.2382 44/2540 [..............................] - ETA: 23:28 - loss: 548.9685 - logits_profile_predictions_loss: 544.6567 - logcount_predictions_loss: 0.2382 45/2540 [..............................] - ETA: 23:27 - loss: 548.8760 - logits_profile_predictions_loss: 544.5634 - logcount_predictions_loss: 0.2383 46/2540 [..............................] - ETA: 23:27 - loss: 548.7988 - logits_profile_predictions_loss: 544.4860 - logcount_predictions_loss: 0.2383 47/2540 [..............................] - ETA: 23:26 - loss: 548.7351 - logits_profile_predictions_loss: 544.4228 - logcount_predictions_loss: 0.2383 48/2540 [..............................] - ETA: 23:26 - loss: 548.6640 - logits_profile_predictions_loss: 544.3521 - logcount_predictions_loss: 0.2382 49/2540 [..............................] - ETA: 23:25 - loss: 548.5972 - logits_profile_predictions_loss: 544.2851 - logcount_predictions_loss: 0.2382 50/2540 [..............................] - ETA: 23:24 - loss: 548.5365 - logits_profile_predictions_loss: 544.2245 - logcount_predictions_loss: 0.2382 51/2540 [..............................] - ETA: 23:24 - loss: 548.4778 - logits_profile_predictions_loss: 544.1661 - logcount_predictions_loss: 0.2382 52/2540 [..............................] - ETA: 23:23 - loss: 548.4072 - logits_profile_predictions_loss: 544.0957 - logcount_predictions_loss: 0.2382 53/2540 [..............................] - ETA: 23:23 - loss: 548.3325 - logits_profile_predictions_loss: 544.0215 - logcount_predictions_loss: 0.2382 54/2540 [..............................] - ETA: 23:22 - loss: 548.2534 - logits_profile_predictions_loss: 543.9430 - logcount_predictions_loss: 0.2381 55/2540 [..............................] - ETA: 23:22 - loss: 548.1665 - logits_profile_predictions_loss: 543.8569 - logcount_predictions_loss: 0.2381 56/2540 [..............................] - ETA: 23:21 - loss: 548.0728 - logits_profile_predictions_loss: 543.7643 - logcount_predictions_loss: 0.2380 57/2540 [..............................] - ETA: 23:20 - loss: 547.9888 - logits_profile_predictions_loss: 543.6812 - logcount_predictions_loss: 0.2380 58/2540 [..............................] - ETA: 23:20 - loss: 547.9056 - logits_profile_predictions_loss: 543.5989 - logcount_predictions_loss: 0.2379 59/2540 [..............................] - ETA: 23:19 - loss: 547.8330 - logits_profile_predictions_loss: 543.5274 - logcount_predictions_loss: 0.2379 60/2540 [..............................] - ETA: 23:19 - loss: 547.7720 - logits_profile_predictions_loss: 543.4677 - logcount_predictions_loss: 0.2378 61/2540 [..............................] - ETA: 23:18 - loss: 547.7349 - logits_profile_predictions_loss: 543.4314 - logcount_predictions_loss: 0.2378 62/2540 [..............................] - ETA: 23:18 - loss: 547.6931 - logits_profile_predictions_loss: 543.3907 - logcount_predictions_loss: 0.2377 63/2540 [..............................] - ETA: 23:17 - loss: 547.6531 - logits_profile_predictions_loss: 543.3516 - logcount_predictions_loss: 0.2377 64/2540 [..............................] - ETA: 23:16 - loss: 547.6142 - logits_profile_predictions_loss: 543.3135 - logcount_predictions_loss: 0.2376 65/2540 [..............................] - ETA: 23:16 - loss: 547.5666 - logits_profile_predictions_loss: 543.2667 - logcount_predictions_loss: 0.2376 66/2540 [..............................] - ETA: 23:15 - loss: 547.5184 - logits_profile_predictions_loss: 543.2189 - logcount_predictions_loss: 0.2375 67/2540 [..............................] - ETA: 23:15 - loss: 547.4722 - logits_profile_predictions_loss: 543.1731 - logcount_predictions_loss: 0.2375 68/2540 [..............................] - ETA: 23:14 - loss: 547.4300 - logits_profile_predictions_loss: 543.1311 - logcount_predictions_loss: 0.2375 69/2540 [..............................] - ETA: 23:14 - loss: 547.3828 - logits_profile_predictions_loss: 543.0845 - logcount_predictions_loss: 0.2375 70/2540 [..............................] - ETA: 23:13 - loss: 547.3293 - logits_profile_predictions_loss: 543.0310 - logcount_predictions_loss: 0.2375 71/2540 [..............................] - ETA: 23:12 - loss: 547.2788 - logits_profile_predictions_loss: 542.9805 - logcount_predictions_loss: 0.2375 72/2540 [..............................] - ETA: 23:12 - loss: 547.2390 - logits_profile_predictions_loss: 542.9409 - logcount_predictions_loss: 0.2375 73/2540 [..............................] - ETA: 23:11 - loss: 547.1952 - logits_profile_predictions_loss: 542.8972 - logcount_predictions_loss: 0.2375 74/2540 [..............................] - ETA: 23:11 - loss: 547.1632 - logits_profile_predictions_loss: 542.8653 - logcount_predictions_loss: 0.2375 75/2540 [..............................] - ETA: 23:10 - loss: 547.1233 - logits_profile_predictions_loss: 542.8253 - logcount_predictions_loss: 0.2375 76/2540 [..............................] - ETA: 23:10 - loss: 547.0948 - logits_profile_predictions_loss: 542.7969 - logcount_predictions_loss: 0.2375 77/2540 [..............................] - ETA: 23:09 - loss: 547.0641 - logits_profile_predictions_loss: 542.7665 - logcount_predictions_loss: 0.2374 78/2540 [..............................] - ETA: 23:08 - loss: 547.0337 - logits_profile_predictions_loss: 542.7365 - logcount_predictions_loss: 0.2374 79/2540 [..............................] - ETA: 23:08 - loss: 547.0040 - logits_profile_predictions_loss: 542.7070 - logcount_predictions_loss: 0.2374 80/2540 [..............................] - ETA: 23:07 - loss: 546.9719 - logits_profile_predictions_loss: 542.6750 - logcount_predictions_loss: 0.2374 81/2540 [..............................] - ETA: 23:07 - loss: 546.9413 - logits_profile_predictions_loss: 542.6445 - logcount_predictions_loss: 0.2374 82/2540 [..............................] - ETA: 23:06 - loss: 546.9105 - logits_profile_predictions_loss: 542.6140 - logcount_predictions_loss: 0.2374 83/2540 [..............................] - ETA: 23:06 - loss: 546.8761 - logits_profile_predictions_loss: 542.5800 - logcount_predictions_loss: 0.2374 84/2540 [..............................] - ETA: 23:05 - loss: 546.8293 - 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[============================>.] - ETA: 39s - loss: 543.4639 - logits_profile_predictions_loss: 539.1244 - logcount_predictions_loss: 0.2398 2471/2540 [============================>.] - ETA: 38s - loss: 543.4640 - logits_profile_predictions_loss: 539.1244 - logcount_predictions_loss: 0.2398 2472/2540 [============================>.] - ETA: 38s - loss: 543.4641 - logits_profile_predictions_loss: 539.1245 - logcount_predictions_loss: 0.2398 2473/2540 [============================>.] - ETA: 37s - loss: 543.4642 - logits_profile_predictions_loss: 539.1246 - logcount_predictions_loss: 0.2398 2474/2540 [============================>.] - ETA: 37s - loss: 543.4643 - logits_profile_predictions_loss: 539.1247 - logcount_predictions_loss: 0.2398 2475/2540 [============================>.] - ETA: 36s - loss: 543.4644 - logits_profile_predictions_loss: 539.1248 - logcount_predictions_loss: 0.2398 2476/2540 [============================>.] - ETA: 36s - loss: 543.4646 - 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[============================>.] - ETA: 32s - loss: 543.4654 - logits_profile_predictions_loss: 539.1256 - logcount_predictions_loss: 0.2398 2484/2540 [============================>.] - ETA: 31s - loss: 543.4655 - logits_profile_predictions_loss: 539.1257 - logcount_predictions_loss: 0.2398 2485/2540 [============================>.] - ETA: 31s - loss: 543.4656 - logits_profile_predictions_loss: 539.1258 - logcount_predictions_loss: 0.2398 2486/2540 [============================>.] - ETA: 30s - loss: 543.4658 - logits_profile_predictions_loss: 539.1259 - logcount_predictions_loss: 0.2398 2487/2540 [============================>.] - ETA: 29s - loss: 543.4659 - logits_profile_predictions_loss: 539.1261 - logcount_predictions_loss: 0.2398 2488/2540 [============================>.] - ETA: 29s - loss: 543.4660 - logits_profile_predictions_loss: 539.1262 - logcount_predictions_loss: 0.2398 2489/2540 [============================>.] - ETA: 28s - loss: 543.4662 - 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[============================>.] - ETA: 24s - loss: 543.4670 - logits_profile_predictions_loss: 539.1270 - logcount_predictions_loss: 0.2398 2497/2540 [============================>.] - ETA: 24s - loss: 543.4671 - logits_profile_predictions_loss: 539.1270 - logcount_predictions_loss: 0.2398 2498/2540 [============================>.] - ETA: 23s - loss: 543.4672 - logits_profile_predictions_loss: 539.1271 - logcount_predictions_loss: 0.2398 2499/2540 [============================>.] - ETA: 23s - loss: 543.4673 - logits_profile_predictions_loss: 539.1272 - logcount_predictions_loss: 0.2398 2500/2540 [============================>.] - ETA: 22s - loss: 543.4673 - logits_profile_predictions_loss: 539.1273 - logcount_predictions_loss: 0.2398 2501/2540 [============================>.] - ETA: 22s - loss: 543.4674 - logits_profile_predictions_loss: 539.1274 - logcount_predictions_loss: 0.2398 2502/2540 [============================>.] - ETA: 21s - loss: 543.4675 - 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[============================>.] - ETA: 17s - loss: 543.4683 - logits_profile_predictions_loss: 539.1281 - logcount_predictions_loss: 0.2398 2510/2540 [============================>.] - ETA: 16s - loss: 543.4685 - logits_profile_predictions_loss: 539.1282 - logcount_predictions_loss: 0.2398 2511/2540 [============================>.] - ETA: 16s - loss: 543.4686 - logits_profile_predictions_loss: 539.1283 - logcount_predictions_loss: 0.2398 2512/2540 [============================>.] - ETA: 15s - loss: 543.4687 - logits_profile_predictions_loss: 539.1284 - logcount_predictions_loss: 0.2398 2513/2540 [============================>.] - ETA: 15s - loss: 543.4688 - logits_profile_predictions_loss: 539.1286 - logcount_predictions_loss: 0.2398 2514/2540 [============================>.] - ETA: 14s - loss: 543.4690 - logits_profile_predictions_loss: 539.1287 - logcount_predictions_loss: 0.2398 2515/2540 [============================>.] - ETA: 14s - loss: 543.4691 - 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[============================>.] - ETA: 10s - loss: 543.4701 - logits_profile_predictions_loss: 539.1297 - logcount_predictions_loss: 0.2398 2523/2540 [============================>.] - ETA: 9s - loss: 543.4703 - logits_profile_predictions_loss: 539.1298 - logcount_predictions_loss: 0.2398  2524/2540 [============================>.] - ETA: 9s - loss: 543.4705 - logits_profile_predictions_loss: 539.1300 - logcount_predictions_loss: 0.2398 2525/2540 [============================>.] - ETA: 8s - loss: 543.4707 - logits_profile_predictions_loss: 539.1302 - logcount_predictions_loss: 0.2398 2526/2540 [============================>.] - ETA: 7s - loss: 543.4708 - logits_profile_predictions_loss: 539.1303 - logcount_predictions_loss: 0.2398 2527/2540 [============================>.] - ETA: 7s - loss: 543.4710 - logits_profile_predictions_loss: 539.1304 - logcount_predictions_loss: 0.2398 2528/2540 [============================>.] - ETA: 6s - loss: 543.4711 - logits_profile_predictions_loss: 539.1306 - logcount_predictions_loss: 0.2398 2529/2540 [============================>.] - ETA: 6s - loss: 543.4713 - logits_profile_predictions_loss: 539.1307 - logcount_predictions_loss: 0.2398 2530/2540 [============================>.] - ETA: 5s - loss: 543.4715 - logits_profile_predictions_loss: 539.1309 - logcount_predictions_loss: 0.2398 2531/2540 [============================>.] - ETA: 5s - loss: 543.4716 - logits_profile_predictions_loss: 539.1310 - logcount_predictions_loss: 0.2398 2532/2540 [============================>.] - ETA: 4s - loss: 543.4718 - logits_profile_predictions_loss: 539.1311 - logcount_predictions_loss: 0.2398 2533/2540 [============================>.] - ETA: 3s - loss: 543.4719 - logits_profile_predictions_loss: 539.1313 - logcount_predictions_loss: 0.2398 2534/2540 [============================>.] - ETA: 3s - loss: 543.4721 - logits_profile_predictions_loss: 539.1314 - logcount_predictions_loss: 0.2398 2535/2540 [============================>.] - ETA: 2s - loss: 543.4722 - logits_profile_predictions_loss: 539.1315 - logcount_predictions_loss: 0.2398 2536/2540 [============================>.] - ETA: 2s - loss: 543.4724 - logits_profile_predictions_loss: 539.1317 - logcount_predictions_loss: 0.2398 2537/2540 [============================>.] - ETA: 1s - loss: 543.4725 - logits_profile_predictions_loss: 539.1318 - logcount_predictions_loss: 0.2398 2538/2540 [============================>.] - ETA: 1s - loss: 543.4726 - logits_profile_predictions_loss: 539.1319 - logcount_predictions_loss: 0.2398 2539/2540 [============================>.] - ETA: 0s - loss: 543.4728 - logits_profile_predictions_loss: 539.1320 - logcount_predictions_loss: 0.2398 2540/2540 [==============================] - ETA: 0s - loss: 543.4729 - logits_profile_predictions_loss: 539.1321 - logcount_predictions_loss: 0.2398 2540/2540 [==============================] - 1482s 584ms/step - loss: 543.4731 - logits_profile_predictions_loss: 539.1323 - logcount_predictions_loss: 0.2398 - val_loss: 593.9217 - val_logits_profile_predictions_loss: 588.7104 - val_logcount_predictions_loss: 0.2879 Epoch 00017: val_loss did not improve from 585.18347 Epoch 18/50 1/2540 [..............................] - ETA: 24:36 - loss: 523.2975 - logits_profile_predictions_loss: 517.7244 - logcount_predictions_loss: 0.3079 2/2540 [..............................] - ETA: 23:51 - loss: 528.7619 - logits_profile_predictions_loss: 523.6143 - logcount_predictions_loss: 0.2844 3/2540 [..............................] - ETA: 23:50 - loss: 539.7013 - logits_profile_predictions_loss: 534.7912 - logcount_predictions_loss: 0.2713 4/2540 [..............................] - ETA: 23:57 - loss: 541.8780 - logits_profile_predictions_loss: 537.0474 - logcount_predictions_loss: 0.2669 5/2540 [..............................] - ETA: 23:55 - loss: 544.4451 - logits_profile_predictions_loss: 539.7217 - logcount_predictions_loss: 0.2610 6/2540 [..............................] - ETA: 23:55 - loss: 547.0339 - logits_profile_predictions_loss: 542.3859 - logcount_predictions_loss: 0.2568 7/2540 [..............................] - ETA: 23:54 - loss: 547.9703 - logits_profile_predictions_loss: 543.3724 - logcount_predictions_loss: 0.2540 8/2540 [..............................] - ETA: 23:53 - loss: 548.5753 - logits_profile_predictions_loss: 544.0303 - logcount_predictions_loss: 0.2511 9/2540 [..............................] - ETA: 23:52 - loss: 548.9763 - logits_profile_predictions_loss: 544.4759 - logcount_predictions_loss: 0.2486 10/2540 [..............................] - ETA: 23:51 - loss: 548.9816 - logits_profile_predictions_loss: 544.5069 - logcount_predictions_loss: 0.2472 11/2540 [..............................] - ETA: 23:50 - loss: 549.0445 - logits_profile_predictions_loss: 544.5840 - logcount_predictions_loss: 0.2464 12/2540 [..............................] - ETA: 23:50 - loss: 549.2260 - logits_profile_predictions_loss: 544.7813 - logcount_predictions_loss: 0.2456 13/2540 [..............................] - ETA: 23:49 - loss: 549.7862 - logits_profile_predictions_loss: 545.3536 - logcount_predictions_loss: 0.2449 14/2540 [..............................] - ETA: 23:48 - loss: 550.3317 - logits_profile_predictions_loss: 545.9068 - logcount_predictions_loss: 0.2445 15/2540 [..............................] - ETA: 23:48 - loss: 550.8687 - logits_profile_predictions_loss: 546.4518 - logcount_predictions_loss: 0.2440 16/2540 [..............................] - ETA: 23:47 - loss: 551.3495 - logits_profile_predictions_loss: 546.9427 - logcount_predictions_loss: 0.2435 17/2540 [..............................] - ETA: 23:47 - loss: 551.8562 - logits_profile_predictions_loss: 547.4464 - logcount_predictions_loss: 0.2436 18/2540 [..............................] - ETA: 23:46 - loss: 552.1759 - logits_profile_predictions_loss: 547.7649 - logcount_predictions_loss: 0.2437 19/2540 [..............................] - ETA: 23:46 - loss: 552.3799 - logits_profile_predictions_loss: 547.9702 - logcount_predictions_loss: 0.2436 20/2540 [..............................] - ETA: 23:45 - loss: 552.5487 - logits_profile_predictions_loss: 548.1403 - logcount_predictions_loss: 0.2436 21/2540 [..............................] - ETA: 23:44 - loss: 552.8057 - logits_profile_predictions_loss: 548.4004 - logcount_predictions_loss: 0.2434 22/2540 [..............................] - ETA: 23:44 - loss: 552.9367 - logits_profile_predictions_loss: 548.5328 - logcount_predictions_loss: 0.2433 23/2540 [..............................] - ETA: 23:43 - loss: 553.1073 - logits_profile_predictions_loss: 548.7025 - logcount_predictions_loss: 0.2434 24/2540 [..............................] - ETA: 23:42 - loss: 553.2611 - logits_profile_predictions_loss: 548.8561 - logcount_predictions_loss: 0.2434 25/2540 [..............................] - ETA: 23:42 - loss: 553.3101 - logits_profile_predictions_loss: 548.9053 - logcount_predictions_loss: 0.2434 26/2540 [..............................] - ETA: 23:41 - loss: 553.2663 - logits_profile_predictions_loss: 548.8626 - logcount_predictions_loss: 0.2433 27/2540 [..............................] - ETA: 23:40 - loss: 553.2331 - logits_profile_predictions_loss: 548.8315 - logcount_predictions_loss: 0.2432 28/2540 [..............................] - ETA: 23:39 - loss: 553.1733 - logits_profile_predictions_loss: 548.7745 - logcount_predictions_loss: 0.2430 29/2540 [..............................] - ETA: 23:39 - loss: 553.1012 - logits_profile_predictions_loss: 548.7057 - logcount_predictions_loss: 0.2428 30/2540 [..............................] - ETA: 23:38 - loss: 552.9391 - logits_profile_predictions_loss: 548.5482 - logcount_predictions_loss: 0.2426 31/2540 [..............................] - ETA: 23:37 - loss: 552.7664 - logits_profile_predictions_loss: 548.3763 - logcount_predictions_loss: 0.2425 32/2540 [..............................] - ETA: 23:37 - loss: 552.5751 - logits_profile_predictions_loss: 548.1868 - logcount_predictions_loss: 0.2424 33/2540 [..............................] - ETA: 23:36 - loss: 552.4126 - logits_profile_predictions_loss: 548.0273 - logcount_predictions_loss: 0.2423 34/2540 [..............................] - ETA: 23:36 - loss: 552.3137 - logits_profile_predictions_loss: 547.9310 - logcount_predictions_loss: 0.2421 35/2540 [..............................] - ETA: 23:35 - loss: 552.2143 - logits_profile_predictions_loss: 547.8331 - logcount_predictions_loss: 0.2421 36/2540 [..............................] - ETA: 23:34 - loss: 552.1105 - logits_profile_predictions_loss: 547.7298 - logcount_predictions_loss: 0.2420 37/2540 [..............................] - ETA: 23:34 - loss: 552.0478 - logits_profile_predictions_loss: 547.6676 - logcount_predictions_loss: 0.2420 38/2540 [..............................] - ETA: 23:33 - loss: 551.9726 - logits_profile_predictions_loss: 547.5941 - logcount_predictions_loss: 0.2419 39/2540 [..............................] - ETA: 23:32 - loss: 551.8996 - logits_profile_predictions_loss: 547.5227 - logcount_predictions_loss: 0.2418 40/2540 [..............................] - ETA: 23:32 - loss: 551.7806 - logits_profile_predictions_loss: 547.4055 - logcount_predictions_loss: 0.2417 41/2540 [..............................] - ETA: 23:31 - loss: 551.6842 - logits_profile_predictions_loss: 547.3113 - logcount_predictions_loss: 0.2416 42/2540 [..............................] - ETA: 23:31 - loss: 551.6222 - logits_profile_predictions_loss: 547.2514 - logcount_predictions_loss: 0.2415 43/2540 [..............................] - ETA: 23:30 - loss: 551.5245 - logits_profile_predictions_loss: 547.1557 - logcount_predictions_loss: 0.2414 44/2540 [..............................] - ETA: 23:29 - loss: 551.4090 - logits_profile_predictions_loss: 547.0425 - logcount_predictions_loss: 0.2412 45/2540 [..............................] - ETA: 23:29 - loss: 551.2812 - 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[============================>.] - ETA: 32s - loss: 539.8324 - logits_profile_predictions_loss: 535.8508 - logcount_predictions_loss: 0.2200 2484/2540 [============================>.] - ETA: 31s - loss: 539.8317 - logits_profile_predictions_loss: 535.8502 - logcount_predictions_loss: 0.2200 2485/2540 [============================>.] - ETA: 31s - loss: 539.8311 - logits_profile_predictions_loss: 535.8496 - logcount_predictions_loss: 0.2200 2486/2540 [============================>.] - ETA: 30s - loss: 539.8305 - logits_profile_predictions_loss: 535.8490 - logcount_predictions_loss: 0.2200 2487/2540 [============================>.] - ETA: 29s - loss: 539.8298 - logits_profile_predictions_loss: 535.8484 - logcount_predictions_loss: 0.2200 2488/2540 [============================>.] - ETA: 29s - loss: 539.8292 - logits_profile_predictions_loss: 535.8478 - logcount_predictions_loss: 0.2200 2489/2540 [============================>.] - ETA: 28s - loss: 539.8286 - 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[============================>.] - ETA: 24s - loss: 539.8243 - logits_profile_predictions_loss: 535.8429 - logcount_predictions_loss: 0.2200 2497/2540 [============================>.] - ETA: 24s - loss: 539.8236 - logits_profile_predictions_loss: 535.8423 - logcount_predictions_loss: 0.2200 2498/2540 [============================>.] - ETA: 23s - loss: 539.8230 - logits_profile_predictions_loss: 535.8417 - logcount_predictions_loss: 0.2200 2499/2540 [============================>.] - ETA: 23s - loss: 539.8224 - logits_profile_predictions_loss: 535.8411 - logcount_predictions_loss: 0.2200 2500/2540 [============================>.] - ETA: 22s - loss: 539.8218 - logits_profile_predictions_loss: 535.8405 - logcount_predictions_loss: 0.2200 2501/2540 [============================>.] - ETA: 22s - loss: 539.8212 - logits_profile_predictions_loss: 535.8399 - logcount_predictions_loss: 0.2200 2502/2540 [============================>.] - ETA: 21s - loss: 539.8205 - 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[============================>.] - ETA: 17s - loss: 539.8163 - logits_profile_predictions_loss: 535.8353 - logcount_predictions_loss: 0.2200 2510/2540 [============================>.] - ETA: 16s - loss: 539.8157 - logits_profile_predictions_loss: 535.8347 - logcount_predictions_loss: 0.2200 2511/2540 [============================>.] - ETA: 16s - loss: 539.8151 - logits_profile_predictions_loss: 535.8341 - logcount_predictions_loss: 0.2200 2512/2540 [============================>.] - ETA: 15s - loss: 539.8145 - logits_profile_predictions_loss: 535.8336 - logcount_predictions_loss: 0.2200 2513/2540 [============================>.] - ETA: 15s - loss: 539.8140 - logits_profile_predictions_loss: 535.8330 - logcount_predictions_loss: 0.2200 2514/2540 [============================>.] - ETA: 14s - loss: 539.8134 - logits_profile_predictions_loss: 535.8324 - logcount_predictions_loss: 0.2200 2515/2540 [============================>.] - ETA: 14s - loss: 539.8128 - 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[============================>.] - ETA: 10s - loss: 539.8086 - logits_profile_predictions_loss: 535.8278 - logcount_predictions_loss: 0.2200 2523/2540 [============================>.] - ETA: 9s - loss: 539.8080 - logits_profile_predictions_loss: 535.8272 - logcount_predictions_loss: 0.2200  2524/2540 [============================>.] - ETA: 9s - loss: 539.8074 - logits_profile_predictions_loss: 535.8267 - logcount_predictions_loss: 0.2200 2525/2540 [============================>.] - ETA: 8s - loss: 539.8069 - logits_profile_predictions_loss: 535.8261 - logcount_predictions_loss: 0.2200 2526/2540 [============================>.] - ETA: 7s - loss: 539.8063 - logits_profile_predictions_loss: 535.8256 - logcount_predictions_loss: 0.2200 2527/2540 [============================>.] - ETA: 7s - loss: 539.8057 - logits_profile_predictions_loss: 535.8250 - logcount_predictions_loss: 0.2200 2528/2540 [============================>.] - ETA: 6s - loss: 539.8051 - logits_profile_predictions_loss: 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loss: 539.8012 - logits_profile_predictions_loss: 535.8207 - logcount_predictions_loss: 0.2200 2536/2540 [============================>.] - ETA: 2s - loss: 539.8006 - logits_profile_predictions_loss: 535.8201 - logcount_predictions_loss: 0.2200 2537/2540 [============================>.] - ETA: 1s - loss: 539.8001 - logits_profile_predictions_loss: 535.8196 - logcount_predictions_loss: 0.2200 2538/2540 [============================>.] - ETA: 1s - loss: 539.7995 - logits_profile_predictions_loss: 535.8190 - logcount_predictions_loss: 0.2200 2539/2540 [============================>.] - ETA: 0s - loss: 539.7989 - logits_profile_predictions_loss: 535.8185 - logcount_predictions_loss: 0.2200 2540/2540 [==============================] - ETA: 0s - loss: 539.7984 - logits_profile_predictions_loss: 535.8180 - logcount_predictions_loss: 0.2200 2540/2540 [==============================] - 1483s 584ms/step - loss: 539.7978 - logits_profile_predictions_loss: 535.8174 - logcount_predictions_loss: 0.2200 - val_loss: 585.5931 - val_logits_profile_predictions_loss: 580.5898 - val_logcount_predictions_loss: 0.2765 Epoch 00018: val_loss did not improve from 585.18347 Epoch 19/50 1/2540 [..............................] - ETA: 25:19 - loss: 573.8027 - logits_profile_predictions_loss: 570.5416 - logcount_predictions_loss: 0.1802 2/2540 [..............................] - ETA: 23:55 - loss: 547.2794 - logits_profile_predictions_loss: 543.4193 - logcount_predictions_loss: 0.2133 3/2540 [..............................] - ETA: 23:54 - loss: 550.5061 - logits_profile_predictions_loss: 546.4924 - logcount_predictions_loss: 0.2217 4/2540 [..............................] - ETA: 23:53 - loss: 553.1215 - logits_profile_predictions_loss: 549.0755 - logcount_predictions_loss: 0.2235 5/2540 [..............................] - ETA: 23:53 - loss: 553.8213 - logits_profile_predictions_loss: 549.7830 - logcount_predictions_loss: 0.2231 6/2540 [..............................] - ETA: 23:52 - loss: 552.2547 - logits_profile_predictions_loss: 548.2383 - logcount_predictions_loss: 0.2219 7/2540 [..............................] - ETA: 23:51 - loss: 551.1069 - logits_profile_predictions_loss: 547.0974 - logcount_predictions_loss: 0.2215 8/2540 [..............................] - ETA: 23:51 - loss: 549.9086 - logits_profile_predictions_loss: 545.8868 - logcount_predictions_loss: 0.2222 9/2540 [..............................] - ETA: 23:50 - loss: 548.2553 - logits_profile_predictions_loss: 544.2119 - logcount_predictions_loss: 0.2234 10/2540 [..............................] - ETA: 23:50 - loss: 546.9503 - logits_profile_predictions_loss: 542.8953 - logcount_predictions_loss: 0.2240 11/2540 [..............................] - ETA: 23:49 - loss: 546.0176 - logits_profile_predictions_loss: 541.9677 - logcount_predictions_loss: 0.2237 12/2540 [..............................] - ETA: 23:49 - loss: 544.9054 - logits_profile_predictions_loss: 540.8551 - logcount_predictions_loss: 0.2238 13/2540 [..............................] - ETA: 23:48 - loss: 544.0843 - logits_profile_predictions_loss: 540.0199 - logcount_predictions_loss: 0.2246 14/2540 [..............................] - ETA: 23:48 - loss: 543.3988 - logits_profile_predictions_loss: 539.3273 - logcount_predictions_loss: 0.2249 15/2540 [..............................] - ETA: 23:47 - loss: 542.5405 - logits_profile_predictions_loss: 538.4670 - logcount_predictions_loss: 0.2251 16/2540 [..............................] - ETA: 23:47 - loss: 541.8115 - logits_profile_predictions_loss: 537.7378 - logcount_predictions_loss: 0.2251 17/2540 [..............................] - ETA: 23:46 - loss: 541.1074 - logits_profile_predictions_loss: 537.0385 - logcount_predictions_loss: 0.2248 18/2540 [..............................] - ETA: 23:45 - loss: 540.4633 - logits_profile_predictions_loss: 536.4020 - logcount_predictions_loss: 0.2244 19/2540 [..............................] - ETA: 23:45 - loss: 539.9675 - logits_profile_predictions_loss: 535.9133 - logcount_predictions_loss: 0.2240 20/2540 [..............................] - ETA: 23:44 - loss: 539.4864 - logits_profile_predictions_loss: 535.4406 - logcount_predictions_loss: 0.2235 21/2540 [..............................] - ETA: 23:43 - loss: 539.0217 - logits_profile_predictions_loss: 534.9840 - logcount_predictions_loss: 0.2231 22/2540 [..............................] - ETA: 23:42 - loss: 538.6168 - logits_profile_predictions_loss: 534.5851 - logcount_predictions_loss: 0.2227 23/2540 [..............................] - ETA: 23:42 - loss: 538.1634 - logits_profile_predictions_loss: 534.1395 - logcount_predictions_loss: 0.2223 24/2540 [..............................] - ETA: 23:41 - loss: 537.8311 - logits_profile_predictions_loss: 533.8124 - logcount_predictions_loss: 0.2220 25/2540 [..............................] - ETA: 23:40 - loss: 537.4798 - logits_profile_predictions_loss: 533.4676 - logcount_predictions_loss: 0.2217 26/2540 [..............................] - ETA: 23:40 - loss: 537.1805 - logits_profile_predictions_loss: 533.1748 - logcount_predictions_loss: 0.2213 27/2540 [..............................] - ETA: 23:39 - loss: 536.9391 - logits_profile_predictions_loss: 532.9390 - logcount_predictions_loss: 0.2210 28/2540 [..............................] - ETA: 23:38 - loss: 536.7162 - logits_profile_predictions_loss: 532.7190 - logcount_predictions_loss: 0.2208 29/2540 [..............................] - ETA: 23:38 - loss: 536.5075 - logits_profile_predictions_loss: 532.5146 - logcount_predictions_loss: 0.2206 30/2540 [..............................] - ETA: 23:37 - loss: 536.3149 - logits_profile_predictions_loss: 532.3260 - logcount_predictions_loss: 0.2204 31/2540 [..............................] - ETA: 23:36 - loss: 536.1163 - logits_profile_predictions_loss: 532.1288 - logcount_predictions_loss: 0.2203 32/2540 [..............................] - ETA: 23:36 - loss: 535.9518 - logits_profile_predictions_loss: 531.9656 - logcount_predictions_loss: 0.2202 33/2540 [..............................] - ETA: 23:35 - loss: 535.8742 - logits_profile_predictions_loss: 531.8897 - logcount_predictions_loss: 0.2201 34/2540 [..............................] - ETA: 23:35 - loss: 535.8461 - logits_profile_predictions_loss: 531.8644 - logcount_predictions_loss: 0.2200 35/2540 [..............................] - ETA: 23:34 - loss: 535.7993 - logits_profile_predictions_loss: 531.8205 - logcount_predictions_loss: 0.2198 36/2540 [..............................] - ETA: 23:33 - loss: 535.7955 - logits_profile_predictions_loss: 531.8196 - logcount_predictions_loss: 0.2197 37/2540 [..............................] - ETA: 23:33 - loss: 535.7770 - logits_profile_predictions_loss: 531.8044 - logcount_predictions_loss: 0.2195 38/2540 [..............................] - ETA: 23:32 - loss: 535.7348 - logits_profile_predictions_loss: 531.7631 - logcount_predictions_loss: 0.2194 39/2540 [..............................] - ETA: 23:31 - loss: 535.7028 - logits_profile_predictions_loss: 531.7323 - logcount_predictions_loss: 0.2194 40/2540 [..............................] - ETA: 23:31 - loss: 535.6621 - logits_profile_predictions_loss: 531.6933 - logcount_predictions_loss: 0.2193 41/2540 [..............................] - ETA: 23:30 - loss: 535.6058 - logits_profile_predictions_loss: 531.6384 - logcount_predictions_loss: 0.2192 42/2540 [..............................] - ETA: 23:30 - loss: 535.5466 - logits_profile_predictions_loss: 531.5794 - logcount_predictions_loss: 0.2192 43/2540 [..............................] - ETA: 23:29 - loss: 535.4733 - logits_profile_predictions_loss: 531.5068 - logcount_predictions_loss: 0.2191 44/2540 [..............................] - ETA: 23:28 - loss: 535.4046 - logits_profile_predictions_loss: 531.4387 - logcount_predictions_loss: 0.2191 45/2540 [..............................] - ETA: 23:28 - loss: 535.3237 - logits_profile_predictions_loss: 531.3588 - logcount_predictions_loss: 0.2191 46/2540 [..............................] - ETA: 23:27 - loss: 535.2414 - logits_profile_predictions_loss: 531.2773 - logcount_predictions_loss: 0.2190 47/2540 [..............................] - ETA: 23:27 - loss: 535.1332 - logits_profile_predictions_loss: 531.1699 - logcount_predictions_loss: 0.2190 48/2540 [..............................] - ETA: 23:26 - loss: 535.0304 - logits_profile_predictions_loss: 531.0683 - logcount_predictions_loss: 0.2189 49/2540 [..............................] - ETA: 23:25 - loss: 534.9242 - logits_profile_predictions_loss: 530.9634 - logcount_predictions_loss: 0.2188 50/2540 [..............................] - ETA: 23:25 - loss: 534.8229 - logits_profile_predictions_loss: 530.8637 - logcount_predictions_loss: 0.2187 51/2540 [..............................] - ETA: 23:24 - loss: 534.7228 - logits_profile_predictions_loss: 530.7653 - logcount_predictions_loss: 0.2186 52/2540 [..............................] - ETA: 23:24 - loss: 534.6243 - logits_profile_predictions_loss: 530.6671 - logcount_predictions_loss: 0.2186 53/2540 [..............................] - ETA: 23:23 - loss: 534.5151 - logits_profile_predictions_loss: 530.5586 - logcount_predictions_loss: 0.2186 54/2540 [..............................] - ETA: 23:22 - loss: 534.4032 - logits_profile_predictions_loss: 530.4475 - logcount_predictions_loss: 0.2185 55/2540 [..............................] - ETA: 23:22 - loss: 534.2864 - logits_profile_predictions_loss: 530.3314 - logcount_predictions_loss: 0.2185 56/2540 [..............................] - ETA: 23:21 - loss: 534.1682 - logits_profile_predictions_loss: 530.2135 - logcount_predictions_loss: 0.2185 57/2540 [..............................] - ETA: 23:21 - loss: 534.0492 - logits_profile_predictions_loss: 530.0946 - logcount_predictions_loss: 0.2185 58/2540 [..............................] - ETA: 23:20 - loss: 533.9265 - logits_profile_predictions_loss: 529.9722 - logcount_predictions_loss: 0.2185 59/2540 [..............................] - ETA: 23:19 - loss: 533.8136 - logits_profile_predictions_loss: 529.8596 - logcount_predictions_loss: 0.2184 60/2540 [..............................] - ETA: 23:19 - loss: 533.7110 - logits_profile_predictions_loss: 529.7577 - logcount_predictions_loss: 0.2184 61/2540 [..............................] - ETA: 23:18 - loss: 533.6089 - logits_profile_predictions_loss: 529.6567 - logcount_predictions_loss: 0.2184 62/2540 [..............................] - ETA: 23:18 - loss: 533.5027 - logits_profile_predictions_loss: 529.5514 - logcount_predictions_loss: 0.2183 63/2540 [..............................] - ETA: 23:17 - loss: 533.3903 - logits_profile_predictions_loss: 529.4390 - logcount_predictions_loss: 0.2183 64/2540 [..............................] - ETA: 23:17 - loss: 533.2971 - logits_profile_predictions_loss: 529.3459 - logcount_predictions_loss: 0.2183 65/2540 [..............................] - ETA: 23:16 - loss: 533.1974 - logits_profile_predictions_loss: 529.2463 - logcount_predictions_loss: 0.2183 66/2540 [..............................] - ETA: 23:15 - loss: 533.1121 - logits_profile_predictions_loss: 529.1615 - logcount_predictions_loss: 0.2183 67/2540 [..............................] - ETA: 23:15 - loss: 533.0285 - logits_profile_predictions_loss: 529.0785 - logcount_predictions_loss: 0.2182 68/2540 [..............................] - ETA: 23:14 - loss: 532.9692 - logits_profile_predictions_loss: 529.0200 - logcount_predictions_loss: 0.2182 69/2540 [..............................] - ETA: 23:14 - loss: 532.9086 - logits_profile_predictions_loss: 528.9599 - logcount_predictions_loss: 0.2182 70/2540 [..............................] - ETA: 23:13 - loss: 532.8456 - logits_profile_predictions_loss: 528.8975 - logcount_predictions_loss: 0.2181 71/2540 [..............................] - ETA: 23:13 - loss: 532.7930 - logits_profile_predictions_loss: 528.8455 - logcount_predictions_loss: 0.2181 72/2540 [..............................] - ETA: 23:12 - loss: 532.7470 - logits_profile_predictions_loss: 528.7997 - logcount_predictions_loss: 0.2181 73/2540 [..............................] - ETA: 23:11 - loss: 532.6999 - logits_profile_predictions_loss: 528.7529 - logcount_predictions_loss: 0.2181 74/2540 [..............................] - ETA: 23:11 - loss: 532.6566 - logits_profile_predictions_loss: 528.7097 - logcount_predictions_loss: 0.2181 75/2540 [..............................] - ETA: 23:10 - loss: 532.6166 - logits_profile_predictions_loss: 528.6699 - logcount_predictions_loss: 0.2180 76/2540 [..............................] - ETA: 23:10 - loss: 532.5800 - logits_profile_predictions_loss: 528.6336 - logcount_predictions_loss: 0.2180 77/2540 [..............................] - ETA: 23:09 - loss: 532.5510 - logits_profile_predictions_loss: 528.6049 - logcount_predictions_loss: 0.2180 78/2540 [..............................] - ETA: 23:08 - loss: 532.5199 - logits_profile_predictions_loss: 528.5740 - logcount_predictions_loss: 0.2180 79/2540 [..............................] - ETA: 23:08 - loss: 532.4953 - logits_profile_predictions_loss: 528.5497 - logcount_predictions_loss: 0.2180 80/2540 [..............................] - ETA: 23:07 - loss: 532.4655 - logits_profile_predictions_loss: 528.5203 - logcount_predictions_loss: 0.2180 81/2540 [..............................] - ETA: 23:07 - loss: 532.4401 - logits_profile_predictions_loss: 528.4949 - logcount_predictions_loss: 0.2180 82/2540 [..............................] - ETA: 23:06 - loss: 532.4185 - logits_profile_predictions_loss: 528.4735 - logcount_predictions_loss: 0.2180 83/2540 [..............................] - ETA: 23:06 - loss: 532.3973 - logits_profile_predictions_loss: 528.4526 - logcount_predictions_loss: 0.2179 84/2540 [..............................] - ETA: 23:05 - loss: 532.3779 - logits_profile_predictions_loss: 528.4334 - logcount_predictions_loss: 0.2179 85/2540 [>.............................] - ETA: 23:04 - loss: 532.3566 - logits_profile_predictions_loss: 528.4125 - logcount_predictions_loss: 0.2179 86/2540 [>.............................] - ETA: 23:04 - loss: 532.3444 - logits_profile_predictions_loss: 528.4009 - logcount_predictions_loss: 0.2179 87/2540 [>.............................] - ETA: 23:03 - loss: 532.3324 - logits_profile_predictions_loss: 528.3896 - logcount_predictions_loss: 0.2178 88/2540 [>.............................] - ETA: 23:03 - loss: 532.3209 - logits_profile_predictions_loss: 528.3786 - logcount_predictions_loss: 0.2178 89/2540 [>.............................] - ETA: 23:02 - loss: 532.3112 - logits_profile_predictions_loss: 528.3697 - logcount_predictions_loss: 0.2178 90/2540 [>.............................] - ETA: 23:02 - loss: 532.3058 - logits_profile_predictions_loss: 528.3652 - logcount_predictions_loss: 0.2177 91/2540 [>.............................] - ETA: 23:01 - loss: 532.3003 - logits_profile_predictions_loss: 528.3607 - logcount_predictions_loss: 0.2177 92/2540 [>.............................] - ETA: 23:00 - loss: 532.2890 - logits_profile_predictions_loss: 528.3499 - logcount_predictions_loss: 0.2176 93/2540 [>.............................] - ETA: 23:00 - loss: 532.2839 - logits_profile_predictions_loss: 528.3454 - logcount_predictions_loss: 0.2176 94/2540 [>.............................] - ETA: 22:59 - loss: 532.2786 - logits_profile_predictions_loss: 528.3408 - logcount_predictions_loss: 0.2176 95/2540 [>.............................] - ETA: 22:59 - loss: 532.2742 - logits_profile_predictions_loss: 528.3373 - logcount_predictions_loss: 0.2175 96/2540 [>.............................] - ETA: 22:58 - loss: 532.2685 - logits_profile_predictions_loss: 528.3325 - logcount_predictions_loss: 0.2175 97/2540 [>.............................] - ETA: 22:58 - loss: 532.2609 - logits_profile_predictions_loss: 528.3257 - logcount_predictions_loss: 0.2174 98/2540 [>.............................] - ETA: 22:57 - loss: 532.2520 - logits_profile_predictions_loss: 528.3177 - logcount_predictions_loss: 0.2174 99/2540 [>.............................] - ETA: 22:56 - loss: 532.2413 - logits_profile_predictions_loss: 528.3079 - logcount_predictions_loss: 0.2173 100/2540 [>.............................] - ETA: 22:56 - loss: 532.2337 - logits_profile_predictions_loss: 528.3013 - logcount_predictions_loss: 0.2173 101/2540 [>.............................] - ETA: 22:55 - loss: 532.2241 - logits_profile_predictions_loss: 528.2927 - logcount_predictions_loss: 0.2172 102/2540 [>.............................] - ETA: 22:55 - loss: 532.2147 - logits_profile_predictions_loss: 528.2843 - logcount_predictions_loss: 0.2171 103/2540 [>.............................] - ETA: 22:54 - loss: 532.2036 - logits_profile_predictions_loss: 528.2743 - logcount_predictions_loss: 0.2171 104/2540 [>.............................] - ETA: 22:54 - loss: 532.1921 - logits_profile_predictions_loss: 528.2640 - logcount_predictions_loss: 0.2170 105/2540 [>.............................] - ETA: 22:53 - loss: 532.1807 - logits_profile_predictions_loss: 528.2538 - logcount_predictions_loss: 0.2170 106/2540 [>.............................] - ETA: 22:53 - loss: 532.1665 - logits_profile_predictions_loss: 528.2406 - logcount_predictions_loss: 0.2169 107/2540 [>.............................] - ETA: 22:52 - loss: 532.1543 - logits_profile_predictions_loss: 528.2294 - logcount_predictions_loss: 0.2168 108/2540 [>.............................] - ETA: 22:51 - loss: 532.1397 - logits_profile_predictions_loss: 528.2159 - logcount_predictions_loss: 0.2168 109/2540 [>.............................] - ETA: 22:51 - loss: 532.1258 - logits_profile_predictions_loss: 528.2031 - logcount_predictions_loss: 0.2167 110/2540 [>.............................] - ETA: 22:50 - loss: 532.1123 - logits_profile_predictions_loss: 528.1907 - logcount_predictions_loss: 0.2167 111/2540 [>.............................] - ETA: 22:50 - loss: 532.1056 - logits_profile_predictions_loss: 528.1851 - logcount_predictions_loss: 0.2166 112/2540 [>.............................] - ETA: 22:49 - loss: 532.1035 - logits_profile_predictions_loss: 528.1841 - logcount_predictions_loss: 0.2165 113/2540 [>.............................] - ETA: 22:49 - loss: 532.0988 - logits_profile_predictions_loss: 528.1805 - logcount_predictions_loss: 0.2165 114/2540 [>.............................] - ETA: 22:48 - loss: 532.0965 - logits_profile_predictions_loss: 528.1791 - logcount_predictions_loss: 0.2164 115/2540 [>.............................] - ETA: 22:47 - loss: 532.0954 - logits_profile_predictions_loss: 528.1789 - logcount_predictions_loss: 0.2164 116/2540 [>.............................] - ETA: 22:47 - loss: 532.0948 - logits_profile_predictions_loss: 528.1794 - logcount_predictions_loss: 0.2163 117/2540 [>.............................] - ETA: 22:46 - loss: 532.0913 - logits_profile_predictions_loss: 528.1768 - logcount_predictions_loss: 0.2163 118/2540 [>.............................] - ETA: 22:46 - loss: 532.0873 - logits_profile_predictions_loss: 528.1737 - logcount_predictions_loss: 0.2162 119/2540 [>.............................] - ETA: 22:45 - loss: 532.0833 - logits_profile_predictions_loss: 528.1703 - logcount_predictions_loss: 0.2162 120/2540 [>.............................] - ETA: 22:45 - loss: 532.0760 - logits_profile_predictions_loss: 528.1637 - logcount_predictions_loss: 0.2161 121/2540 [>.............................] - ETA: 22:44 - loss: 532.0705 - logits_profile_predictions_loss: 528.1590 - logcount_predictions_loss: 0.2161 122/2540 [>.............................] - ETA: 22:43 - loss: 532.0623 - logits_profile_predictions_loss: 528.1516 - logcount_predictions_loss: 0.2161 123/2540 [>.............................] - ETA: 22:43 - loss: 532.0508 - logits_profile_predictions_loss: 528.1408 - logcount_predictions_loss: 0.2160 124/2540 [>.............................] - ETA: 22:42 - loss: 532.0379 - logits_profile_predictions_loss: 528.1286 - logcount_predictions_loss: 0.2160 125/2540 [>.............................] - ETA: 22:42 - loss: 532.0245 - logits_profile_predictions_loss: 528.1158 - logcount_predictions_loss: 0.2159 126/2540 [>.............................] - ETA: 22:41 - loss: 532.0090 - logits_profile_predictions_loss: 528.1010 - logcount_predictions_loss: 0.2159 127/2540 [>.............................] - ETA: 22:41 - loss: 531.9942 - logits_profile_predictions_loss: 528.0868 - logcount_predictions_loss: 0.2159 128/2540 [>.............................] - ETA: 22:40 - loss: 531.9829 - logits_profile_predictions_loss: 528.0760 - logcount_predictions_loss: 0.2158 129/2540 [>.............................] - ETA: 22:39 - loss: 531.9745 - logits_profile_predictions_loss: 528.0683 - logcount_predictions_loss: 0.2158 130/2540 [>.............................] - ETA: 22:39 - loss: 531.9687 - logits_profile_predictions_loss: 528.0631 - logcount_predictions_loss: 0.2158 131/2540 [>.............................] - ETA: 22:38 - loss: 531.9649 - logits_profile_predictions_loss: 528.0600 - logcount_predictions_loss: 0.2157 132/2540 [>.............................] - ETA: 22:38 - loss: 531.9580 - logits_profile_predictions_loss: 528.0537 - logcount_predictions_loss: 0.2157 133/2540 [>.............................] - ETA: 22:37 - loss: 531.9510 - logits_profile_predictions_loss: 528.0474 - logcount_predictions_loss: 0.2157 134/2540 [>.............................] - ETA: 22:37 - loss: 531.9463 - logits_profile_predictions_loss: 528.0434 - logcount_predictions_loss: 0.2156 135/2540 [>.............................] - ETA: 22:36 - loss: 531.9414 - logits_profile_predictions_loss: 528.0392 - logcount_predictions_loss: 0.2156 136/2540 [>.............................] - ETA: 22:35 - loss: 531.9357 - logits_profile_predictions_loss: 528.0342 - logcount_predictions_loss: 0.2155 137/2540 [>.............................] - ETA: 22:35 - loss: 531.9287 - logits_profile_predictions_loss: 528.0280 - logcount_predictions_loss: 0.2155 138/2540 [>.............................] - ETA: 22:34 - loss: 531.9215 - logits_profile_predictions_loss: 528.0215 - logcount_predictions_loss: 0.2155 139/2540 [>.............................] - ETA: 22:34 - loss: 531.9162 - logits_profile_predictions_loss: 528.0168 - logcount_predictions_loss: 0.2154 140/2540 [>.............................] - ETA: 22:33 - loss: 531.9121 - logits_profile_predictions_loss: 528.0134 - logcount_predictions_loss: 0.2154 141/2540 [>.............................] - ETA: 22:33 - loss: 531.9084 - logits_profile_predictions_loss: 528.0103 - logcount_predictions_loss: 0.2154 142/2540 [>.............................] - ETA: 22:32 - loss: 531.9059 - logits_profile_predictions_loss: 528.0081 - logcount_predictions_loss: 0.2153 143/2540 [>.............................] - ETA: 22:32 - loss: 531.9029 - logits_profile_predictions_loss: 528.0053 - logcount_predictions_loss: 0.2153 144/2540 [>.............................] - ETA: 22:31 - loss: 531.8982 - logits_profile_predictions_loss: 528.0009 - logcount_predictions_loss: 0.2153 145/2540 [>.............................] - ETA: 22:30 - loss: 531.8950 - logits_profile_predictions_loss: 527.9979 - logcount_predictions_loss: 0.2153 146/2540 [>.............................] - ETA: 22:30 - loss: 531.8898 - logits_profile_predictions_loss: 527.9929 - logcount_predictions_loss: 0.2153 147/2540 [>.............................] - ETA: 22:29 - loss: 531.8852 - logits_profile_predictions_loss: 527.9886 - logcount_predictions_loss: 0.2153 148/2540 [>.............................] - ETA: 22:29 - loss: 531.8799 - logits_profile_predictions_loss: 527.9833 - logcount_predictions_loss: 0.2153 149/2540 [>.............................] - ETA: 22:28 - loss: 531.8757 - 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logits_profile_predictions_loss: 529.2911 - logcount_predictions_loss: 0.2113 2516/2540 [============================>.] - ETA: 13s - loss: 533.1167 - logits_profile_predictions_loss: 529.2916 - logcount_predictions_loss: 0.2113 2517/2540 [============================>.] - ETA: 12s - loss: 533.1173 - logits_profile_predictions_loss: 529.2922 - logcount_predictions_loss: 0.2113 2518/2540 [============================>.] - ETA: 12s - loss: 533.1178 - logits_profile_predictions_loss: 529.2928 - logcount_predictions_loss: 0.2113 2519/2540 [============================>.] - ETA: 11s - loss: 533.1183 - logits_profile_predictions_loss: 529.2933 - logcount_predictions_loss: 0.2113 2520/2540 [============================>.] - ETA: 11s - loss: 533.1189 - logits_profile_predictions_loss: 529.2938 - logcount_predictions_loss: 0.2113 2521/2540 [============================>.] - ETA: 10s - loss: 533.1194 - logits_profile_predictions_loss: 529.2944 - logcount_predictions_loss: 0.2113 2522/2540 [============================>.] - ETA: 10s - loss: 533.1199 - logits_profile_predictions_loss: 529.2950 - logcount_predictions_loss: 0.2113 2523/2540 [============================>.] - ETA: 9s - loss: 533.1205 - logits_profile_predictions_loss: 529.2955 - logcount_predictions_loss: 0.2113  2524/2540 [============================>.] - ETA: 9s - loss: 533.1210 - logits_profile_predictions_loss: 529.2960 - logcount_predictions_loss: 0.2113 2525/2540 [============================>.] - ETA: 8s - loss: 533.1215 - logits_profile_predictions_loss: 529.2966 - logcount_predictions_loss: 0.2113 2526/2540 [============================>.] - ETA: 7s - loss: 533.1220 - logits_profile_predictions_loss: 529.2971 - logcount_predictions_loss: 0.2113 2527/2540 [============================>.] - ETA: 7s - loss: 533.1226 - logits_profile_predictions_loss: 529.2977 - logcount_predictions_loss: 0.2113 2528/2540 [============================>.] - ETA: 6s - loss: 533.1231 - logits_profile_predictions_loss: 529.2983 - logcount_predictions_loss: 0.2113 2529/2540 [============================>.] - ETA: 6s - loss: 533.1237 - logits_profile_predictions_loss: 529.2988 - logcount_predictions_loss: 0.2113 2530/2540 [============================>.] - ETA: 5s - loss: 533.1242 - logits_profile_predictions_loss: 529.2994 - logcount_predictions_loss: 0.2113 2531/2540 [============================>.] - ETA: 5s - loss: 533.1248 - logits_profile_predictions_loss: 529.3000 - logcount_predictions_loss: 0.2113 2532/2540 [============================>.] - ETA: 4s - loss: 533.1253 - logits_profile_predictions_loss: 529.3005 - logcount_predictions_loss: 0.2113 2533/2540 [============================>.] - ETA: 3s - loss: 533.1258 - logits_profile_predictions_loss: 529.3011 - logcount_predictions_loss: 0.2113 2534/2540 [============================>.] - ETA: 3s - loss: 533.1264 - logits_profile_predictions_loss: 529.3017 - logcount_predictions_loss: 0.2113 2535/2540 [============================>.] - ETA: 2s - loss: 533.1270 - logits_profile_predictions_loss: 529.3022 - logcount_predictions_loss: 0.2113 2536/2540 [============================>.] - ETA: 2s - loss: 533.1275 - logits_profile_predictions_loss: 529.3028 - logcount_predictions_loss: 0.2113 2537/2540 [============================>.] - ETA: 1s - loss: 533.1281 - logits_profile_predictions_loss: 529.3034 - logcount_predictions_loss: 0.2113 2538/2540 [============================>.] - ETA: 1s - loss: 533.1287 - logits_profile_predictions_loss: 529.3040 - logcount_predictions_loss: 0.2113 2539/2540 [============================>.] - ETA: 0s - loss: 533.1292 - logits_profile_predictions_loss: 529.3046 - logcount_predictions_loss: 0.2113 2540/2540 [==============================] - ETA: 0s - loss: 533.1298 - logits_profile_predictions_loss: 529.3052 - logcount_predictions_loss: 0.2113 2540/2540 [==============================] - 1482s 583ms/step - loss: 533.1304 - logits_profile_predictions_loss: 529.3058 - logcount_predictions_loss: 0.2113 - val_loss: 590.0128 - val_logits_profile_predictions_loss: 585.0500 - val_logcount_predictions_loss: 0.2742 Epoch 00019: val_loss did not improve from 585.18347 Restoring model weights from the end of the best epoch. Epoch 00019: early stopping save model save model without bias 2022-10-17_11-58-06: 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//ENCSR822GDF//preprocessing/bigWigs/ENCSR822GDF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(36329, 10) loading nonpeaks... got split:test for bed regions:(34131, 10) 0/276 100/276 200/276 2022-10-17_12-05-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR822GDF//preprocessing/bigWigs/ENCSR822GDF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(36329, 10) loading nonpeaks... got split:test for bed regions:(34131, 10) 0/276 100/276 200/276 2022-10-17_12-12-06: 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//ENCSR822GDF//preprocessing/bigWigs/ENCSR822GDF.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(36329, 10) loading nonpeaks... got split:test for bed regions:(34131, 10) 0/276 100/276 200/276 2022-10-17_12-15-40: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//footprints 2022-10-17_12-15-40: 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/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//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 1/34 [..............................] - ETA: 5:07 3/34 [=>............................] - ETA: 24s  4/34 [==>...........................] - ETA: 31s 5/34 [===>..........................] - ETA: 34s 6/34 [====>.........................] - ETA: 35s 7/34 [=====>........................] - ETA: 35s 8/34 [======>.......................] - ETA: 35s 9/34 [======>.......................] - ETA: 34s 10/34 [=======>......................] - ETA: 33s 11/34 [========>.....................] - ETA: 32s 12/34 [=========>....................] - ETA: 31s 13/34 [==========>...................] - ETA: 30s 14/34 [===========>..................] - ETA: 29s 15/34 [============>.................] - ETA: 27s 16/34 [=============>................] - ETA: 26s 17/34 [==============>...............] - ETA: 25s 18/34 [==============>...............] - ETA: 23s 19/34 [===============>..............] - ETA: 22s 20/34 [================>.............] - ETA: 20s 21/34 [=================>............] - ETA: 19s 22/34 [==================>...........] - ETA: 17s 23/34 [===================>..........] - ETA: 16s 24/34 [====================>.........] - ETA: 15s 25/34 [=====================>........] - ETA: 13s 26/34 [=====================>........] - ETA: 12s 27/34 [======================>.......] - ETA: 10s 28/34 [=======================>......] - ETA: 9s  29/34 [========================>.....] - ETA: 7s 30/34 [=========================>....] - ETA: 6s 31/34 [==========================>...] - ETA: 4s 32/34 [===========================>..] - ETA: 3s 33/34 [============================>.] - ETA: 1s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 64s 2s/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 50s 3/34 [=>............................] - ETA: 48s 4/34 [==>...........................] - ETA: 47s 5/34 [===>..........................] - ETA: 45s 6/34 [====>.........................] - ETA: 43s 7/34 [=====>........................] - ETA: 42s 8/34 [======>.......................] - ETA: 40s 9/34 [======>.......................] - ETA: 39s 10/34 [=======>......................] - ETA: 37s 11/34 [========>.....................] - ETA: 36s 12/34 [=========>....................] - ETA: 34s 13/34 [==========>...................] - ETA: 32s 14/34 [===========>..................] - ETA: 31s 15/34 [============>.................] - ETA: 29s 16/34 [=============>................] - ETA: 28s 17/34 [==============>...............] - ETA: 26s 18/34 [==============>...............] - ETA: 25s 19/34 [===============>..............] - ETA: 23s 20/34 [================>.............] - ETA: 21s 21/34 [=================>............] - ETA: 20s 22/34 [==================>...........] - ETA: 18s 23/34 [===================>..........] - ETA: 17s 24/34 [====================>.........] - ETA: 15s 25/34 [=====================>........] - ETA: 14s 26/34 [=====================>........] - ETA: 12s 27/34 [======================>.......] - ETA: 10s 28/34 [=======================>......] - ETA: 9s  29/34 [========================>.....] - ETA: 7s 30/34 [=========================>....] - ETA: 6s 31/34 [==========================>...] - ETA: 4s 32/34 [===========================>..] - ETA: 3s 33/34 [============================>.] - ETA: 1s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 52s 2s/step inserting motif: dnase_2 TGTACTTACGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 50s 3/34 [=>............................] - ETA: 48s 4/34 [==>...........................] - ETA: 47s 5/34 [===>..........................] - ETA: 45s 6/34 [====>.........................] - ETA: 43s 7/34 [=====>........................] - ETA: 42s 8/34 [======>.......................] - ETA: 40s 9/34 [======>.......................] - ETA: 39s 10/34 [=======>......................] - ETA: 37s 11/34 [========>.....................] - ETA: 36s 12/34 [=========>....................] - ETA: 34s 13/34 [==========>...................] - ETA: 32s 14/34 [===========>..................] - ETA: 31s 15/34 [============>.................] - ETA: 29s 16/34 [=============>................] - ETA: 28s 17/34 [==============>...............] - ETA: 26s 18/34 [==============>...............] - ETA: 25s 19/34 [===============>..............] - ETA: 23s 20/34 [================>.............] - ETA: 21s 21/34 [=================>............] - ETA: 20s 22/34 [==================>...........] - ETA: 18s 23/34 [===================>..........] - ETA: 17s 24/34 [====================>.........] - ETA: 15s 25/34 [=====================>........] - ETA: 14s 26/34 [=====================>........] - ETA: 12s 27/34 [======================>.......] - ETA: 10s 28/34 [=======================>......] - ETA: 9s  29/34 [========================>.....] - ETA: 7s 30/34 [=========================>....] - ETA: 6s 31/34 [==========================>...] - ETA: 4s 32/34 [===========================>..] - ETA: 3s 33/34 [============================>.] - ETA: 1s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 52s 2s/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 50s 3/34 [=>............................] - ETA: 48s 4/34 [==>...........................] - ETA: 47s 5/34 [===>..........................] - ETA: 45s 6/34 [====>.........................] - ETA: 43s 7/34 [=====>........................] - ETA: 42s 8/34 [======>.......................] - ETA: 40s 9/34 [======>.......................] - ETA: 39s 10/34 [=======>......................] - ETA: 37s 11/34 [========>.....................] - ETA: 36s 12/34 [=========>....................] - ETA: 34s 13/34 [==========>...................] - ETA: 32s 14/34 [===========>..................] - ETA: 31s 15/34 [============>.................] - ETA: 29s 16/34 [=============>................] - ETA: 28s 17/34 [==============>...............] - ETA: 26s 18/34 [==============>...............] - ETA: 25s 19/34 [===============>..............] - ETA: 23s 20/34 [================>.............] - ETA: 21s 21/34 [=================>............] - ETA: 20s 22/34 [==================>...........] - ETA: 18s 23/34 [===================>..........] - ETA: 17s 24/34 [====================>.........] - ETA: 15s 25/34 [=====================>........] - ETA: 14s 26/34 [=====================>........] - ETA: 12s 27/34 [======================>.......] - ETA: 10s 28/34 [=======================>......] - ETA: 9s  29/34 [========================>.....] - ETA: 7s 30/34 [=========================>....] - ETA: 6s 31/34 [==========================>...] - ETA: 4s 32/34 [===========================>..] - ETA: 3s 33/34 [============================>.] - ETA: 1s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 52s 2s/step Saving marginal footprints 2022-10-17_12-19-55: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//footprints 2022-10-17_12-19-55: 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/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR822GDF//chrombppnet_model_encsr880cub_bias_fold_2//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 1/34 [..............................] - ETA: 1:47 3/34 [=>............................] - ETA: 2s  4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 2s 12/34 [=========>....................] - ETA: 2s 13/34 [==========>...................] - ETA: 2s 14/34 [===========>..................] - ETA: 2s 15/34 [============>.................] - ETA: 2s 16/34 [=============>................] - ETA: 2s 17/34 [==============>...............] - ETA: 2s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 1s 24/34 [====================>.........] - ETA: 1s 25/34 [=====================>........] - ETA: 1s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 8s 134ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 3s 3/34 [=>............................] - ETA: 3s 4/34 [==>...........................] - ETA: 3s 5/34 [===>..........................] - ETA: 3s 6/34 [====>.........................] - ETA: 3s 7/34 [=====>........................] - ETA: 3s 8/34 [======>.......................] - ETA: 3s 9/34 [======>.......................] - ETA: 3s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 2s 12/34 [=========>....................] - ETA: 2s 13/34 [==========>...................] - ETA: 2s 14/34 [===========>..................] - ETA: 2s 15/34 [============>.................] - ETA: 2s 16/34 [=============>................] - ETA: 2s 17/34 [==============>...............] - ETA: 2s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 1s 24/34 [====================>.........] - ETA: 1s 25/34 [=====================>........] - ETA: 1s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 4s 126ms/step inserting motif: dnase_2 TGTACTTACGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 4s 3/34 [=>............................] - ETA: 3s 4/34 [==>...........................] - ETA: 3s 5/34 [===>..........................] - ETA: 3s 6/34 [====>.........................] - ETA: 3s 7/34 [=====>........................] - ETA: 3s 8/34 [======>.......................] - ETA: 3s 9/34 [======>.......................] - ETA: 3s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 2s 12/34 [=========>....................] - ETA: 2s 13/34 [==========>...................] - ETA: 2s 14/34 [===========>..................] - ETA: 2s 15/34 [============>.................] - ETA: 2s 16/34 [=============>................] - ETA: 2s 17/34 [==============>...............] - ETA: 2s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 1s 24/34 [====================>.........] - ETA: 1s 25/34 [=====================>........] - ETA: 1s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 4s 126ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 3s 3/34 [=>............................] - ETA: 3s 4/34 [==>...........................] - ETA: 3s 5/34 [===>..........................] - ETA: 3s 6/34 [====>.........................] - ETA: 3s 7/34 [=====>........................] - ETA: 3s 8/34 [======>.......................] - ETA: 3s 9/34 [======>.......................] - ETA: 3s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 2s 12/34 [=========>....................] - ETA: 2s 13/34 [==========>...................] - ETA: 2s 14/34 [===========>..................] - ETA: 2s 15/34 [============>.................] - ETA: 2s 16/34 [=============>................] - ETA: 2s 17/34 [==============>...............] - ETA: 2s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 1s 24/34 [====================>.........] - ETA: 1s 25/34 [=====================>........] - ETA: 1s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 4s 126ms/step Saving marginal footprints