ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Fri Sep 23 09:10:57 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:8A:00.0 Off | N/A | | 40% 38C P8 21W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-23_09-10-57: 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/ATAC//ENCSR452COS//preprocessing/bigWigs/ENCSR452COS.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR452COS//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR452COS//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 122874 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 122874 Number of peaks input: 30656 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 30656 Number of non peaks input: 122942 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 122942 Number of non peaks input: 30587 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 30587 Number of peaks after removing outliers: 121522 Number of nonpeaks after removing outliers: 108372 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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[============================>.] - ETA: 0s 3305/3387 [============================>.] - ETA: 0s 3314/3387 [============================>.] - ETA: 0s 3323/3387 [============================>.] - ETA: 0s 3332/3387 [============================>.] - ETA: 0s 3341/3387 [============================>.] - ETA: 0s 3350/3387 [============================>.] - ETA: 0s 3359/3387 [============================>.] - ETA: 0s 3368/3387 [============================>.] - ETA: 0s 3377/3387 [============================>.] - ETA: 0s 3386/3387 [============================>.] - ETA: 0s 3387/3387 [==============================] - ETA: 0s 3387/3387 [==============================] - 59s 11ms/step 2022-09-23_09-15-04: 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/ATAC//ENCSR452COS//preprocessing/bigWigs/ENCSR452COS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '22.3', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(106590, 10) loading nonpeaks... got split:train for bed regions:(96329, 10) loading peaks... got split:valid for bed regions:(14932, 10) loading nonpeaks... got split:valid for bed regions:(12043, 10) Epoch 1/50 1/1833 [..............................] - ETA: 65:05:19 - loss: 763.3264 - logits_profile_predictions_loss: 674.6323 - logcount_predictions_loss: 3.9773 2/1833 [..............................] - ETA: 9:30 - loss: 7569.6949 - logits_profile_predictions_loss: 677.2540 - logcount_predictions_loss: 309.0781  3/1833 [..............................] - ETA: 9:23 - loss: 8331.8204 - logits_profile_predictions_loss: 682.1633 - logcount_predictions_loss: 343.0340 4/1833 [..............................] - ETA: 9:20 - loss: 8155.3011 - logits_profile_predictions_loss: 692.4402 - logcount_predictions_loss: 334.6575 5/1833 [..............................] - ETA: 9:19 - loss: 7781.8009 - logits_profile_predictions_loss: 702.2230 - logcount_predictions_loss: 317.4699 6/1833 [..............................] - ETA: 9:18 - loss: 7376.8989 - logits_profile_predictions_loss: 704.2173 - logcount_predictions_loss: 299.2234 7/1833 [..............................] - ETA: 9:17 - loss: 6995.3314 - logits_profile_predictions_loss: 705.6208 - logcount_predictions_loss: 282.0498 8/1833 [..............................] - ETA: 9:16 - loss: 6648.2231 - logits_profile_predictions_loss: 706.1553 - logcount_predictions_loss: 266.4605 9/1833 [..............................] - ETA: 9:16 - loss: 6338.2600 - logits_profile_predictions_loss: 708.2157 - logcount_predictions_loss: 252.4684 10/1833 [..............................] - ETA: 9:15 - loss: 6058.9969 - logits_profile_predictions_loss: 708.8760 - logcount_predictions_loss: 239.9157 11/1833 [..............................] - ETA: 9:14 - loss: 5806.4464 - logits_profile_predictions_loss: 707.9767 - logcount_predictions_loss: 228.6309 12/1833 [..............................] - ETA: 9:14 - loss: 5577.6422 - logits_profile_predictions_loss: 706.1929 - logcount_predictions_loss: 218.4507 13/1833 [..............................] - ETA: 9:14 - loss: 5370.0551 - logits_profile_predictions_loss: 704.1499 - logcount_predictions_loss: 209.2334 14/1833 [..............................] - ETA: 9:13 - loss: 5182.0716 - logits_profile_predictions_loss: 702.9710 - logcount_predictions_loss: 200.8565 15/1833 [..............................] - ETA: 9:13 - loss: 5010.3230 - logits_profile_predictions_loss: 701.7411 - logcount_predictions_loss: 193.2100 16/1833 [..............................] - ETA: 9:12 - loss: 4852.7293 - logits_profile_predictions_loss: 700.4561 - logcount_predictions_loss: 186.2006 17/1833 [..............................] - ETA: 9:12 - loss: 4707.4629 - logits_profile_predictions_loss: 699.0406 - logcount_predictions_loss: 179.7499 18/1833 [..............................] - ETA: 9:11 - loss: 4573.7942 - logits_profile_predictions_loss: 698.1428 - logcount_predictions_loss: 173.7960 19/1833 [..............................] - ETA: 9:11 - loss: 4449.5591 - logits_profile_predictions_loss: 696.9430 - logcount_predictions_loss: 168.2788 20/1833 [..............................] - ETA: 9:11 - loss: 4334.7863 - logits_profile_predictions_loss: 696.3921 - logcount_predictions_loss: 163.1567 21/1833 [..............................] - ETA: 9:11 - loss: 4227.3243 - logits_profile_predictions_loss: 695.4392 - logcount_predictions_loss: 158.3805 22/1833 [..............................] - ETA: 9:11 - loss: 4126.9397 - logits_profile_predictions_loss: 694.5569 - logcount_predictions_loss: 153.9185 23/1833 [..............................] - ETA: 9:10 - loss: 4032.7692 - logits_profile_predictions_loss: 693.5913 - logcount_predictions_loss: 149.7389 24/1833 [..............................] - ETA: 9:10 - loss: 3944.1604 - logits_profile_predictions_loss: 692.4963 - logcount_predictions_loss: 145.8145 25/1833 [..............................] - ETA: 9:09 - loss: 3860.7300 - logits_profile_predictions_loss: 691.3902 - logcount_predictions_loss: 142.1229 26/1833 [..............................] - ETA: 9:09 - loss: 3782.3294 - logits_profile_predictions_loss: 690.5395 - logcount_predictions_loss: 138.6453 27/1833 [..............................] - ETA: 9:09 - loss: 3708.1738 - logits_profile_predictions_loss: 689.6425 - logcount_predictions_loss: 135.3602 28/1833 [..............................] - ETA: 9:08 - loss: 3637.7725 - logits_profile_predictions_loss: 688.5920 - logcount_predictions_loss: 132.2503 29/1833 [..............................] - ETA: 9:08 - loss: 3570.9901 - logits_profile_predictions_loss: 687.5356 - logcount_predictions_loss: 129.3029 30/1833 [..............................] - ETA: 9:08 - loss: 3507.5433 - logits_profile_predictions_loss: 686.4769 - logcount_predictions_loss: 126.5052 31/1833 [..............................] - ETA: 9:07 - loss: 3447.2209 - logits_profile_predictions_loss: 685.4644 - logcount_predictions_loss: 123.8456 32/1833 [..............................] - ETA: 9:07 - loss: 3389.7443 - logits_profile_predictions_loss: 684.4539 - logcount_predictions_loss: 121.3135 33/1833 [..............................] - ETA: 9:07 - loss: 3334.8796 - logits_profile_predictions_loss: 683.4247 - logcount_predictions_loss: 118.8993 34/1833 [..............................] - ETA: 9:06 - loss: 3282.4954 - logits_profile_predictions_loss: 682.4152 - logcount_predictions_loss: 116.5955 35/1833 [..............................] - ETA: 9:06 - loss: 3232.5418 - logits_profile_predictions_loss: 681.5464 - logcount_predictions_loss: 114.3944 36/1833 [..............................] - ETA: 9:06 - loss: 3184.7285 - logits_profile_predictions_loss: 680.6959 - logcount_predictions_loss: 112.2885 37/1833 [..............................] - ETA: 9:05 - loss: 3138.7881 - logits_profile_predictions_loss: 679.7563 - logcount_predictions_loss: 110.2705 38/1833 [..............................] - ETA: 9:05 - loss: 3094.7003 - logits_profile_predictions_loss: 678.8184 - logcount_predictions_loss: 108.3355 39/1833 [..............................] - ETA: 9:05 - loss: 3052.4229 - logits_profile_predictions_loss: 677.9460 - logcount_predictions_loss: 106.4788 40/1833 [..............................] - ETA: 9:04 - loss: 3011.9248 - logits_profile_predictions_loss: 677.1998 - logcount_predictions_loss: 104.6962 41/1833 [..............................] - ETA: 9:04 - loss: 2973.0278 - logits_profile_predictions_loss: 676.5125 - logcount_predictions_loss: 102.9828 42/1833 [..............................] - ETA: 9:04 - loss: 2935.6189 - logits_profile_predictions_loss: 675.8683 - logcount_predictions_loss: 101.3341 43/1833 [..............................] - ETA: 9:03 - loss: 2899.6990 - logits_profile_predictions_loss: 675.3428 - logcount_predictions_loss: 99.7469  44/1833 [..............................] - ETA: 9:03 - loss: 2864.9869 - logits_profile_predictions_loss: 674.7586 - logcount_predictions_loss: 98.2165 45/1833 [..............................] - ETA: 9:03 - loss: 2831.4428 - logits_profile_predictions_loss: 674.1377 - logcount_predictions_loss: 96.7401 46/1833 [..............................] - ETA: 9:02 - loss: 2799.0902 - logits_profile_predictions_loss: 673.5617 - logcount_predictions_loss: 95.3152 47/1833 [..............................] - ETA: 9:02 - loss: 2767.7919 - logits_profile_predictions_loss: 672.9618 - logcount_predictions_loss: 93.9386 48/1833 [..............................] - ETA: 9:02 - loss: 2737.5881 - logits_profile_predictions_loss: 672.4182 - logcount_predictions_loss: 92.6085 49/1833 [..............................] - ETA: 9:02 - loss: 2708.3999 - logits_profile_predictions_loss: 671.9149 - logcount_predictions_loss: 91.3222 50/1833 [..............................] - ETA: 9:01 - loss: 2680.1704 - logits_profile_predictions_loss: 671.4402 - logcount_predictions_loss: 90.0776 51/1833 [..............................] - ETA: 9:01 - loss: 2652.8463 - logits_profile_predictions_loss: 670.9912 - logcount_predictions_loss: 88.8724 52/1833 [..............................] - ETA: 9:01 - loss: 2626.3777 - logits_profile_predictions_loss: 670.5579 - logcount_predictions_loss: 87.7049 53/1833 [..............................] - ETA: 9:00 - loss: 2600.6902 - logits_profile_predictions_loss: 670.1156 - logcount_predictions_loss: 86.5729 54/1833 [..............................] - ETA: 9:00 - loss: 2575.6954 - logits_profile_predictions_loss: 669.6176 - logcount_predictions_loss: 85.4743 55/1833 [..............................] - ETA: 9:00 - loss: 2551.4002 - logits_profile_predictions_loss: 669.1006 - logcount_predictions_loss: 84.4081 56/1833 [..............................] - ETA: 8:59 - loss: 2527.8028 - logits_profile_predictions_loss: 668.5910 - logcount_predictions_loss: 83.3727 57/1833 [..............................] - ETA: 8:59 - loss: 2504.8918 - logits_profile_predictions_loss: 668.1067 - logcount_predictions_loss: 82.3670 58/1833 [..............................] - ETA: 8:59 - loss: 2482.6317 - logits_profile_predictions_loss: 667.6397 - logcount_predictions_loss: 81.3898 59/1833 [..............................] - ETA: 8:59 - loss: 2461.0006 - logits_profile_predictions_loss: 667.1937 - logcount_predictions_loss: 80.4398 60/1833 [..............................] - ETA: 8:58 - loss: 2439.9544 - logits_profile_predictions_loss: 666.7536 - logcount_predictions_loss: 79.5157 61/1833 [..............................] - ETA: 8:58 - loss: 2419.4908 - logits_profile_predictions_loss: 666.3380 - logcount_predictions_loss: 78.6167 62/1833 [>.............................] - ETA: 8:58 - loss: 2399.5946 - logits_profile_predictions_loss: 665.9516 - logcount_predictions_loss: 77.7418 63/1833 [>.............................] - ETA: 8:57 - loss: 2380.2243 - logits_profile_predictions_loss: 665.5790 - logcount_predictions_loss: 76.8899 64/1833 [>.............................] - ETA: 8:57 - loss: 2361.3565 - logits_profile_predictions_loss: 665.2222 - logcount_predictions_loss: 76.0598 65/1833 [>.............................] - ETA: 8:57 - loss: 2342.9707 - logits_profile_predictions_loss: 664.8805 - logcount_predictions_loss: 75.2507 66/1833 [>.............................] - ETA: 8:56 - loss: 2325.0698 - logits_profile_predictions_loss: 664.5666 - logcount_predictions_loss: 74.4620 67/1833 [>.............................] - ETA: 8:56 - loss: 2307.5845 - logits_profile_predictions_loss: 664.2392 - logcount_predictions_loss: 73.6926 68/1833 [>.............................] - ETA: 8:56 - loss: 2290.5289 - logits_profile_predictions_loss: 663.9245 - logcount_predictions_loss: 72.9419 69/1833 [>.............................] - ETA: 8:56 - loss: 2273.8952 - logits_profile_predictions_loss: 663.6298 - logcount_predictions_loss: 72.2092 70/1833 [>.............................] - ETA: 8:55 - loss: 2257.6778 - logits_profile_predictions_loss: 663.3616 - logcount_predictions_loss: 71.4940 71/1833 [>.............................] - ETA: 8:55 - loss: 2241.8220 - logits_profile_predictions_loss: 663.0846 - logcount_predictions_loss: 70.7954 72/1833 [>.............................] - ETA: 8:55 - loss: 2226.3371 - logits_profile_predictions_loss: 662.8184 - logcount_predictions_loss: 70.1129 73/1833 [>.............................] - ETA: 8:54 - loss: 2211.2291 - logits_profile_predictions_loss: 662.5794 - logcount_predictions_loss: 69.4462 74/1833 [>.............................] - ETA: 8:54 - loss: 2196.4698 - logits_profile_predictions_loss: 662.3519 - logcount_predictions_loss: 68.7945 75/1833 [>.............................] - ETA: 8:54 - loss: 2182.0342 - logits_profile_predictions_loss: 662.1269 - logcount_predictions_loss: 68.1573 76/1833 [>.............................] - ETA: 8:53 - loss: 2167.8953 - logits_profile_predictions_loss: 661.8905 - logcount_predictions_loss: 67.5339 77/1833 [>.............................] - ETA: 8:53 - loss: 2154.0593 - logits_profile_predictions_loss: 661.6568 - logcount_predictions_loss: 66.9239 78/1833 [>.............................] - ETA: 8:53 - loss: 2140.5331 - logits_profile_predictions_loss: 661.4398 - logcount_predictions_loss: 66.3271 79/1833 [>.............................] - ETA: 8:53 - loss: 2127.2751 - logits_profile_predictions_loss: 661.2123 - logcount_predictions_loss: 65.7427 80/1833 [>.............................] - ETA: 8:52 - loss: 2114.3110 - logits_profile_predictions_loss: 661.0038 - logcount_predictions_loss: 65.1707 81/1833 [>.............................] - ETA: 8:52 - loss: 2101.6387 - logits_profile_predictions_loss: 660.8217 - logcount_predictions_loss: 64.6106 82/1833 [>.............................] - ETA: 8:52 - loss: 2089.2346 - logits_profile_predictions_loss: 660.6514 - logcount_predictions_loss: 64.0620 83/1833 [>.............................] - ETA: 8:51 - loss: 2077.0815 - logits_profile_predictions_loss: 660.4851 - logcount_predictions_loss: 63.5245 84/1833 [>.............................] - ETA: 8:51 - loss: 2065.1670 - logits_profile_predictions_loss: 660.3192 - logcount_predictions_loss: 62.9977 85/1833 [>.............................] - ETA: 8:51 - loss: 2053.5062 - logits_profile_predictions_loss: 660.1731 - logcount_predictions_loss: 62.4813 86/1833 [>.............................] - ETA: 8:51 - loss: 2042.0823 - logits_profile_predictions_loss: 660.0364 - logcount_predictions_loss: 61.9752 87/1833 [>.............................] - ETA: 8:50 - loss: 2030.8669 - logits_profile_predictions_loss: 659.8923 - logcount_predictions_loss: 61.4787 88/1833 [>.............................] - ETA: 8:50 - loss: 2019.8708 - logits_profile_predictions_loss: 659.7556 - logcount_predictions_loss: 60.9917 89/1833 [>.............................] - ETA: 8:50 - loss: 2009.0775 - logits_profile_predictions_loss: 659.6175 - logcount_predictions_loss: 60.5139 90/1833 [>.............................] - ETA: 8:49 - loss: 1998.4817 - logits_profile_predictions_loss: 659.4791 - logcount_predictions_loss: 60.0450 91/1833 [>.............................] - ETA: 8:49 - loss: 1988.0908 - logits_profile_predictions_loss: 659.3516 - logcount_predictions_loss: 59.5847 92/1833 [>.............................] - ETA: 8:49 - loss: 1977.8759 - logits_profile_predictions_loss: 659.2140 - logcount_predictions_loss: 59.1328 93/1833 [>.............................] - ETA: 8:49 - loss: 1967.8466 - logits_profile_predictions_loss: 659.0779 - 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- loss: 1902.4368 - logits_profile_predictions_loss: 658.1910 - logcount_predictions_loss: 55.7958 101/1833 [>.............................] - ETA: 8:46 - loss: 1893.7522 - logits_profile_predictions_loss: 658.0962 - logcount_predictions_loss: 55.4106 102/1833 [>.............................] - ETA: 8:46 - loss: 1885.2049 - logits_profile_predictions_loss: 657.9968 - logcount_predictions_loss: 55.0318 103/1833 [>.............................] - ETA: 8:46 - loss: 1876.8007 - logits_profile_predictions_loss: 657.9007 - logcount_predictions_loss: 54.6592 104/1833 [>.............................] - ETA: 8:45 - loss: 1868.5276 - logits_profile_predictions_loss: 657.8017 - logcount_predictions_loss: 54.2926 105/1833 [>.............................] - ETA: 8:45 - loss: 1860.3959 - logits_profile_predictions_loss: 657.7109 - logcount_predictions_loss: 53.9321 106/1833 [>.............................] - ETA: 8:45 - loss: 1852.3864 - logits_profile_predictions_loss: 657.6147 - 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logcount_predictions_loss: 49.4305 120/1833 [>.............................] - ETA: 8:41 - loss: 1752.2487 - logits_profile_predictions_loss: 656.3533 - logcount_predictions_loss: 49.1433 121/1833 [>.............................] - ETA: 8:41 - loss: 1745.8301 - logits_profile_predictions_loss: 656.2496 - logcount_predictions_loss: 48.8601 122/1833 [>.............................] - ETA: 8:40 - loss: 1739.5054 - logits_profile_predictions_loss: 656.1498 - logcount_predictions_loss: 48.5810 123/1833 [=>............................] - ETA: 8:40 - loss: 1733.2704 - logits_profile_predictions_loss: 656.0523 - logcount_predictions_loss: 48.3057 124/1833 [=>............................] - ETA: 8:40 - loss: 1727.1199 - logits_profile_predictions_loss: 655.9549 - logcount_predictions_loss: 48.0343 125/1833 [=>............................] - ETA: 8:39 - loss: 1721.0464 - logits_profile_predictions_loss: 655.8521 - logcount_predictions_loss: 47.7666 126/1833 [=>............................] - 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ETA: 7:29 - loss: 1152.1913 - logits_profile_predictions_loss: 643.5660 - logcount_predictions_loss: 22.8083 374/1833 [=====>........................] - ETA: 7:28 - loss: 1151.2794 - logits_profile_predictions_loss: 643.5281 - logcount_predictions_loss: 22.7691 375/1833 [=====>........................] - ETA: 7:28 - loss: 1150.3723 - logits_profile_predictions_loss: 643.4909 - logcount_predictions_loss: 22.7301 376/1833 [=====>........................] - ETA: 7:28 - loss: 1149.4689 - logits_profile_predictions_loss: 643.4533 - logcount_predictions_loss: 22.6913 377/1833 [=====>........................] - ETA: 7:28 - loss: 1148.5695 - logits_profile_predictions_loss: 643.4156 - logcount_predictions_loss: 22.6527 378/1833 [=====>........................] - ETA: 7:27 - loss: 1147.6741 - logits_profile_predictions_loss: 643.3778 - logcount_predictions_loss: 22.6142 379/1833 [=====>........................] - ETA: 7:27 - loss: 1146.7844 - logits_profile_predictions_loss: 643.3414 - 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[============================>.] - ETA: 18s - loss: 806.6812 - logits_profile_predictions_loss: 608.5320 - logcount_predictions_loss: 8.8856 1785/1833 [============================>.] - ETA: 18s - loss: 806.5952 - logits_profile_predictions_loss: 608.5146 - logcount_predictions_loss: 8.8826 1786/1833 [============================>.] - ETA: 18s - loss: 806.5093 - logits_profile_predictions_loss: 608.4972 - logcount_predictions_loss: 8.8795 1787/1833 [============================>.] - ETA: 17s - loss: 806.4235 - logits_profile_predictions_loss: 608.4799 - logcount_predictions_loss: 8.8764 1788/1833 [============================>.] - ETA: 17s - loss: 806.3378 - logits_profile_predictions_loss: 608.4625 - logcount_predictions_loss: 8.8733 1789/1833 [============================>.] - ETA: 17s - loss: 806.2521 - logits_profile_predictions_loss: 608.4452 - logcount_predictions_loss: 8.8703 1790/1833 [============================>.] - ETA: 16s - loss: 806.1666 - 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[============================>.] - ETA: 13s - loss: 805.5693 - logits_profile_predictions_loss: 608.3070 - logcount_predictions_loss: 8.8459 1798/1833 [============================>.] - ETA: 13s - loss: 805.4843 - logits_profile_predictions_loss: 608.2898 - logcount_predictions_loss: 8.8428 1799/1833 [============================>.] - ETA: 13s - loss: 805.3993 - logits_profile_predictions_loss: 608.2725 - logcount_predictions_loss: 8.8398 1800/1833 [============================>.] - ETA: 12s - loss: 805.3143 - logits_profile_predictions_loss: 608.2553 - logcount_predictions_loss: 8.8367 1801/1833 [============================>.] - ETA: 12s - loss: 805.2293 - logits_profile_predictions_loss: 608.2380 - logcount_predictions_loss: 8.8337 1802/1833 [============================>.] - ETA: 11s - loss: 805.1444 - logits_profile_predictions_loss: 608.2206 - logcount_predictions_loss: 8.8307 1803/1833 [============================>.] - ETA: 11s - loss: 805.0595 - 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[============================>.] - ETA: 8s - loss: 804.4677 - logits_profile_predictions_loss: 608.0825 - logcount_predictions_loss: 8.8065 1811/1833 [============================>.] - ETA: 8s - loss: 804.3834 - logits_profile_predictions_loss: 608.0653 - logcount_predictions_loss: 8.8035 1812/1833 [============================>.] - ETA: 8s - loss: 804.2992 - logits_profile_predictions_loss: 608.0480 - logcount_predictions_loss: 8.8005 1813/1833 [============================>.] - ETA: 7s - loss: 804.2152 - logits_profile_predictions_loss: 608.0309 - logcount_predictions_loss: 8.7975 1814/1833 [============================>.] - ETA: 7s - loss: 804.1312 - logits_profile_predictions_loss: 608.0138 - logcount_predictions_loss: 8.7945 1815/1833 [============================>.] - ETA: 6s - loss: 804.0472 - logits_profile_predictions_loss: 607.9966 - logcount_predictions_loss: 8.7915 1816/1833 [============================>.] - ETA: 6s - loss: 803.9633 - logits_profile_predictions_loss: 607.9795 - logcount_predictions_loss: 8.7885 1817/1833 [============================>.] - ETA: 6s - loss: 803.8795 - logits_profile_predictions_loss: 607.9624 - logcount_predictions_loss: 8.7855 1818/1833 [============================>.] - ETA: 5s - loss: 803.7957 - logits_profile_predictions_loss: 607.9452 - logcount_predictions_loss: 8.7825 1819/1833 [============================>.] - ETA: 5s - loss: 803.7119 - logits_profile_predictions_loss: 607.9281 - logcount_predictions_loss: 8.7796 1820/1833 [============================>.] - ETA: 5s - loss: 803.6282 - logits_profile_predictions_loss: 607.9109 - logcount_predictions_loss: 8.7766 1821/1833 [============================>.] - ETA: 4s - loss: 803.5447 - logits_profile_predictions_loss: 607.8938 - logcount_predictions_loss: 8.7736 1822/1833 [============================>.] - ETA: 4s - loss: 803.4611 - logits_profile_predictions_loss: 607.8767 - logcount_predictions_loss: 8.7706 1823/1833 [============================>.] - ETA: 3s - loss: 803.3777 - logits_profile_predictions_loss: 607.8596 - logcount_predictions_loss: 8.7676 1824/1833 [============================>.] - ETA: 3s - loss: 803.2943 - logits_profile_predictions_loss: 607.8425 - logcount_predictions_loss: 8.7647 1825/1833 [============================>.] - ETA: 3s - loss: 803.2110 - logits_profile_predictions_loss: 607.8254 - logcount_predictions_loss: 8.7617 1826/1833 [============================>.] - ETA: 2s - loss: 803.1277 - logits_profile_predictions_loss: 607.8084 - logcount_predictions_loss: 8.7587 1827/1833 [============================>.] - ETA: 2s - loss: 803.0445 - logits_profile_predictions_loss: 607.7913 - logcount_predictions_loss: 8.7558 1828/1833 [============================>.] - ETA: 1s - loss: 802.9614 - logits_profile_predictions_loss: 607.7742 - logcount_predictions_loss: 8.7528 1829/1833 [============================>.] - ETA: 1s - loss: 802.8783 - logits_profile_predictions_loss: 607.7571 - logcount_predictions_loss: 8.7498 1830/1833 [============================>.] - ETA: 1s - loss: 802.7953 - logits_profile_predictions_loss: 607.7401 - logcount_predictions_loss: 8.7469 1831/1833 [============================>.] - ETA: 0s - loss: 802.7123 - logits_profile_predictions_loss: 607.7230 - logcount_predictions_loss: 8.7439 1832/1833 [============================>.] - ETA: 0s - loss: 802.6294 - logits_profile_predictions_loss: 607.7059 - logcount_predictions_loss: 8.7410 1833/1833 [==============================] - ETA: 0s - loss: 802.5466 - logits_profile_predictions_loss: 607.6889 - logcount_predictions_loss: 8.7380 1833/1833 [==============================] - 930s 438ms/step - loss: 802.4638 - logits_profile_predictions_loss: 607.6719 - logcount_predictions_loss: 8.7351 - val_loss: 641.3251 - val_logits_profile_predictions_loss: 618.7828 - val_logcount_predictions_loss: 1.0109 Epoch 00001: val_loss improved from inf to 641.32513, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/1833 [..............................] - ETA: 9:40 - loss: 640.4481 - logits_profile_predictions_loss: 614.0731 - logcount_predictions_loss: 1.1827 2/1833 [..............................] - ETA: 9:21 - loss: 603.0422 - logits_profile_predictions_loss: 577.5624 - logcount_predictions_loss: 1.1426 3/1833 [..............................] - ETA: 9:20 - loss: 601.6546 - logits_profile_predictions_loss: 576.8096 - logcount_predictions_loss: 1.1141 4/1833 [..............................] - ETA: 9:21 - loss: 596.1914 - logits_profile_predictions_loss: 571.9524 - logcount_predictions_loss: 1.0870 5/1833 [..............................] - ETA: 9:20 - loss: 594.5015 - logits_profile_predictions_loss: 570.6054 - logcount_predictions_loss: 1.0716 6/1833 [..............................] - ETA: 9:20 - loss: 593.6795 - logits_profile_predictions_loss: 570.0587 - logcount_predictions_loss: 1.0592 7/1833 [..............................] - ETA: 9:20 - loss: 592.3418 - logits_profile_predictions_loss: 568.9945 - logcount_predictions_loss: 1.0470 8/1833 [..............................] - ETA: 9:20 - loss: 590.0333 - logits_profile_predictions_loss: 566.9018 - logcount_predictions_loss: 1.0373 9/1833 [..............................] - ETA: 9:20 - loss: 590.0062 - logits_profile_predictions_loss: 567.0057 - logcount_predictions_loss: 1.0314 10/1833 [..............................] - ETA: 9:19 - loss: 590.7884 - logits_profile_predictions_loss: 567.8627 - logcount_predictions_loss: 1.0281 11/1833 [..............................] - ETA: 9:19 - loss: 591.9187 - logits_profile_predictions_loss: 569.0438 - logcount_predictions_loss: 1.0258 12/1833 [..............................] - ETA: 9:19 - loss: 591.9815 - logits_profile_predictions_loss: 569.0404 - logcount_predictions_loss: 1.0287 13/1833 [..............................] - ETA: 9:18 - loss: 591.8629 - logits_profile_predictions_loss: 568.8971 - logcount_predictions_loss: 1.0299 14/1833 [..............................] - ETA: 9:18 - loss: 591.1052 - logits_profile_predictions_loss: 568.1492 - logcount_predictions_loss: 1.0294 15/1833 [..............................] - ETA: 9:19 - loss: 590.8526 - logits_profile_predictions_loss: 567.8661 - logcount_predictions_loss: 1.0308 16/1833 [..............................] - ETA: 9:18 - loss: 590.5368 - logits_profile_predictions_loss: 567.5197 - logcount_predictions_loss: 1.0322 17/1833 [..............................] - ETA: 9:18 - loss: 590.6156 - logits_profile_predictions_loss: 567.5202 - logcount_predictions_loss: 1.0357 18/1833 [..............................] - ETA: 9:18 - loss: 590.7679 - logits_profile_predictions_loss: 567.5760 - logcount_predictions_loss: 1.0400 19/1833 [..............................] - ETA: 9:17 - loss: 590.7185 - logits_profile_predictions_loss: 567.4490 - logcount_predictions_loss: 1.0435 20/1833 [..............................] - ETA: 9:17 - loss: 590.4094 - logits_profile_predictions_loss: 567.0737 - logcount_predictions_loss: 1.0464 21/1833 [..............................] - ETA: 9:17 - loss: 590.0562 - logits_profile_predictions_loss: 566.6524 - logcount_predictions_loss: 1.0495 22/1833 [..............................] - ETA: 9:16 - loss: 589.6484 - logits_profile_predictions_loss: 566.1909 - logcount_predictions_loss: 1.0519 23/1833 [..............................] - ETA: 9:16 - loss: 589.2021 - logits_profile_predictions_loss: 565.6979 - logcount_predictions_loss: 1.0540 24/1833 [..............................] - ETA: 9:16 - loss: 588.6838 - logits_profile_predictions_loss: 565.1415 - logcount_predictions_loss: 1.0557 25/1833 [..............................] - ETA: 9:15 - loss: 588.1917 - logits_profile_predictions_loss: 564.6084 - logcount_predictions_loss: 1.0575 26/1833 [..............................] - ETA: 9:15 - loss: 587.6640 - logits_profile_predictions_loss: 564.0445 - logcount_predictions_loss: 1.0592 27/1833 [..............................] - ETA: 9:15 - loss: 587.1572 - logits_profile_predictions_loss: 563.5036 - logcount_predictions_loss: 1.0607 28/1833 [..............................] - ETA: 9:15 - loss: 586.9132 - logits_profile_predictions_loss: 563.2154 - logcount_predictions_loss: 1.0627 29/1833 [..............................] - ETA: 9:14 - loss: 586.5285 - logits_profile_predictions_loss: 562.7970 - logcount_predictions_loss: 1.0642 30/1833 [..............................] - ETA: 9:14 - loss: 586.0830 - logits_profile_predictions_loss: 562.3209 - logcount_predictions_loss: 1.0656 31/1833 [..............................] - ETA: 9:14 - loss: 585.6119 - logits_profile_predictions_loss: 561.8208 - logcount_predictions_loss: 1.0669 32/1833 [..............................] - ETA: 9:14 - loss: 585.1347 - logits_profile_predictions_loss: 561.3182 - logcount_predictions_loss: 1.0680 33/1833 [..............................] - ETA: 9:13 - loss: 584.5816 - logits_profile_predictions_loss: 560.7483 - logcount_predictions_loss: 1.0688 34/1833 [..............................] - ETA: 9:13 - loss: 584.0369 - logits_profile_predictions_loss: 560.1922 - logcount_predictions_loss: 1.0693 35/1833 [..............................] - ETA: 9:13 - loss: 583.5981 - logits_profile_predictions_loss: 559.7437 - logcount_predictions_loss: 1.0697 36/1833 [..............................] - ETA: 9:12 - loss: 583.2293 - logits_profile_predictions_loss: 559.3655 - logcount_predictions_loss: 1.0701 37/1833 [..............................] - ETA: 9:12 - loss: 582.8312 - logits_profile_predictions_loss: 558.9589 - logcount_predictions_loss: 1.0705 38/1833 [..............................] - ETA: 9:12 - loss: 582.4684 - logits_profile_predictions_loss: 558.5899 - logcount_predictions_loss: 1.0708 39/1833 [..............................] - ETA: 9:12 - loss: 582.1328 - logits_profile_predictions_loss: 558.2475 - logcount_predictions_loss: 1.0711 40/1833 [..............................] - ETA: 9:11 - loss: 581.7785 - logits_profile_predictions_loss: 557.8844 - logcount_predictions_loss: 1.0715 41/1833 [..............................] - ETA: 9:11 - loss: 581.4099 - logits_profile_predictions_loss: 557.5072 - logcount_predictions_loss: 1.0719 42/1833 [..............................] - ETA: 9:11 - loss: 581.0280 - logits_profile_predictions_loss: 557.1221 - logcount_predictions_loss: 1.0720 43/1833 [..............................] - ETA: 9:11 - loss: 580.6280 - logits_profile_predictions_loss: 556.7219 - logcount_predictions_loss: 1.0720 44/1833 [..............................] - ETA: 9:10 - loss: 580.2448 - logits_profile_predictions_loss: 556.3392 - logcount_predictions_loss: 1.0720 45/1833 [..............................] - ETA: 9:10 - loss: 579.8837 - logits_profile_predictions_loss: 555.9768 - logcount_predictions_loss: 1.0721 46/1833 [..............................] - ETA: 9:10 - loss: 579.4799 - 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[..............................] - ETA: 9:08 - loss: 576.7342 - logits_profile_predictions_loss: 552.8814 - logcount_predictions_loss: 1.0696 54/1833 [..............................] - ETA: 9:07 - loss: 576.3195 - logits_profile_predictions_loss: 552.4770 - logcount_predictions_loss: 1.0692 55/1833 [..............................] - ETA: 9:07 - loss: 575.8644 - logits_profile_predictions_loss: 552.0332 - logcount_predictions_loss: 1.0687 56/1833 [..............................] - ETA: 9:07 - loss: 575.4266 - logits_profile_predictions_loss: 551.6071 - logcount_predictions_loss: 1.0681 57/1833 [..............................] - ETA: 9:07 - loss: 574.9785 - logits_profile_predictions_loss: 551.1702 - logcount_predictions_loss: 1.0676 58/1833 [..............................] - ETA: 9:06 - loss: 574.5789 - logits_profile_predictions_loss: 550.7813 - logcount_predictions_loss: 1.0672 59/1833 [..............................] - ETA: 9:06 - loss: 574.1876 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 539.3151 - logits_profile_predictions_loss: 517.6416 - logcount_predictions_loss: 0.9719 1831/1833 [============================>.] - ETA: 0s - loss: 539.3106 - logits_profile_predictions_loss: 517.6376 - logcount_predictions_loss: 0.9719 1832/1833 [============================>.] - ETA: 0s - loss: 539.3061 - logits_profile_predictions_loss: 517.6335 - logcount_predictions_loss: 0.9719 1833/1833 [==============================] - ETA: 0s - loss: 539.3016 - logits_profile_predictions_loss: 517.6294 - logcount_predictions_loss: 0.9718 1833/1833 [==============================] - 606s 331ms/step - loss: 539.2970 - logits_profile_predictions_loss: 517.6253 - logcount_predictions_loss: 0.9718 - val_loss: 610.2621 - val_logits_profile_predictions_loss: 586.8227 - val_logcount_predictions_loss: 1.0511 Epoch 00002: val_loss improved from 641.32513 to 610.26208, saving model to 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[============================>.] - ETA: 0s - loss: 514.1013 - logits_profile_predictions_loss: 494.9670 - logcount_predictions_loss: 0.8580 1831/1833 [============================>.] - ETA: 0s - loss: 514.1001 - logits_profile_predictions_loss: 494.9658 - logcount_predictions_loss: 0.8580 1832/1833 [============================>.] - ETA: 0s - loss: 514.0988 - logits_profile_predictions_loss: 494.9646 - logcount_predictions_loss: 0.8580 1833/1833 [==============================] - ETA: 0s - loss: 514.0975 - logits_profile_predictions_loss: 494.9634 - logcount_predictions_loss: 0.8580 1833/1833 [==============================] - 606s 331ms/step - loss: 514.0963 - logits_profile_predictions_loss: 494.9622 - logcount_predictions_loss: 0.8580 - val_loss: 592.9758 - val_logits_profile_predictions_loss: 574.5300 - val_logcount_predictions_loss: 0.8272 Epoch 00003: val_loss improved from 610.26208 to 592.97583, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/1833 [..............................] - ETA: 9:40 - loss: 429.8777 - logits_profile_predictions_loss: 414.7088 - logcount_predictions_loss: 0.6802 2/1833 [..............................] - ETA: 9:28 - loss: 458.7758 - logits_profile_predictions_loss: 441.7531 - logcount_predictions_loss: 0.7634 3/1833 [..............................] - ETA: 9:28 - loss: 477.2053 - logits_profile_predictions_loss: 459.2213 - logcount_predictions_loss: 0.8065 4/1833 [..............................] - ETA: 9:29 - loss: 485.9346 - logits_profile_predictions_loss: 467.4765 - logcount_predictions_loss: 0.8277 5/1833 [..............................] - ETA: 9:29 - loss: 486.3489 - logits_profile_predictions_loss: 467.8244 - logcount_predictions_loss: 0.8307 6/1833 [..............................] - ETA: 9:28 - loss: 486.2165 - logits_profile_predictions_loss: 467.6612 - 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[..............................] - ETA: 9:24 - loss: 490.7576 - logits_profile_predictions_loss: 472.2804 - logcount_predictions_loss: 0.8286 21/1833 [..............................] - ETA: 9:24 - loss: 491.0011 - logits_profile_predictions_loss: 472.4875 - logcount_predictions_loss: 0.8302 22/1833 [..............................] - ETA: 9:24 - loss: 491.3907 - logits_profile_predictions_loss: 472.8512 - logcount_predictions_loss: 0.8314 23/1833 [..............................] - ETA: 9:23 - loss: 491.7198 - logits_profile_predictions_loss: 473.1641 - logcount_predictions_loss: 0.8321 24/1833 [..............................] - ETA: 9:23 - loss: 491.9616 - logits_profile_predictions_loss: 473.3946 - logcount_predictions_loss: 0.8326 25/1833 [..............................] - ETA: 9:23 - loss: 492.3294 - logits_profile_predictions_loss: 473.7515 - logcount_predictions_loss: 0.8331 26/1833 [..............................] - ETA: 9:23 - loss: 492.6927 - logits_profile_predictions_loss: 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[..............................] - ETA: 9:14 - loss: 498.1559 - logits_profile_predictions_loss: 479.4754 - logcount_predictions_loss: 0.8377 54/1833 [..............................] - ETA: 9:14 - loss: 498.2970 - logits_profile_predictions_loss: 479.6141 - logcount_predictions_loss: 0.8378 55/1833 [..............................] - ETA: 9:14 - loss: 498.4019 - logits_profile_predictions_loss: 479.7183 - logcount_predictions_loss: 0.8378 56/1833 [..............................] - ETA: 9:13 - loss: 498.5399 - logits_profile_predictions_loss: 479.8546 - logcount_predictions_loss: 0.8379 57/1833 [..............................] - ETA: 9:13 - loss: 498.6745 - logits_profile_predictions_loss: 479.9892 - logcount_predictions_loss: 0.8379 58/1833 [..............................] - ETA: 9:13 - loss: 498.8310 - logits_profile_predictions_loss: 480.1454 - logcount_predictions_loss: 0.8379 59/1833 [..............................] - ETA: 9:12 - loss: 498.9903 - logits_profile_predictions_loss: 480.3032 - logcount_predictions_loss: 0.8380 60/1833 [..............................] - ETA: 9:12 - loss: 499.1668 - logits_profile_predictions_loss: 480.4784 - logcount_predictions_loss: 0.8380 61/1833 [..............................] - ETA: 9:12 - loss: 499.3294 - logits_profile_predictions_loss: 480.6397 - logcount_predictions_loss: 0.8381 62/1833 [>.............................] - ETA: 9:12 - loss: 499.4998 - logits_profile_predictions_loss: 480.8097 - logcount_predictions_loss: 0.8381 63/1833 [>.............................] - ETA: 9:11 - loss: 499.6491 - logits_profile_predictions_loss: 480.9603 - logcount_predictions_loss: 0.8381 64/1833 [>.............................] - ETA: 9:11 - loss: 499.7967 - logits_profile_predictions_loss: 481.1085 - logcount_predictions_loss: 0.8380 65/1833 [>.............................] - ETA: 9:11 - loss: 499.9360 - logits_profile_predictions_loss: 481.2476 - logcount_predictions_loss: 0.8381 66/1833 [>.............................] - ETA: 9:10 - 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[=>............................] - ETA: 8:50 - loss: 505.3321 - logits_profile_predictions_loss: 486.4585 - logcount_predictions_loss: 0.8464 133/1833 [=>............................] - ETA: 8:50 - loss: 505.3764 - logits_profile_predictions_loss: 486.5029 - logcount_predictions_loss: 0.8464 134/1833 [=>............................] - ETA: 8:49 - loss: 505.4124 - logits_profile_predictions_loss: 486.5391 - logcount_predictions_loss: 0.8463 135/1833 [=>............................] - ETA: 8:49 - loss: 505.4433 - logits_profile_predictions_loss: 486.5706 - logcount_predictions_loss: 0.8463 136/1833 [=>............................] - ETA: 8:49 - loss: 505.4766 - logits_profile_predictions_loss: 486.6045 - logcount_predictions_loss: 0.8463 137/1833 [=>............................] - ETA: 8:48 - loss: 505.5167 - logits_profile_predictions_loss: 486.6450 - logcount_predictions_loss: 0.8463 138/1833 [=>............................] - ETA: 8:48 - loss: 505.5503 - 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[====>.........................] - ETA: 7:42 - loss: 504.5333 - logits_profile_predictions_loss: 486.0341 - logcount_predictions_loss: 0.8296 354/1833 [====>.........................] - ETA: 7:41 - loss: 504.5312 - logits_profile_predictions_loss: 486.0327 - logcount_predictions_loss: 0.8295 355/1833 [====>.........................] - ETA: 7:41 - loss: 504.5289 - logits_profile_predictions_loss: 486.0311 - logcount_predictions_loss: 0.8295 356/1833 [====>.........................] - ETA: 7:41 - loss: 504.5264 - logits_profile_predictions_loss: 486.0293 - logcount_predictions_loss: 0.8295 357/1833 [====>.........................] - ETA: 7:41 - loss: 504.5244 - logits_profile_predictions_loss: 486.0281 - logcount_predictions_loss: 0.8294 358/1833 [====>.........................] - ETA: 7:40 - loss: 504.5223 - logits_profile_predictions_loss: 486.0266 - logcount_predictions_loss: 0.8294 359/1833 [====>.........................] - ETA: 7:40 - loss: 504.5204 - 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1817/1833 [============================>.] - ETA: 5s - loss: 504.5335 - logits_profile_predictions_loss: 486.4847 - logcount_predictions_loss: 0.8093 1818/1833 [============================>.] - ETA: 4s - loss: 504.5319 - logits_profile_predictions_loss: 486.4833 - logcount_predictions_loss: 0.8093 1819/1833 [============================>.] - ETA: 4s - loss: 504.5304 - logits_profile_predictions_loss: 486.4818 - logcount_predictions_loss: 0.8093 1820/1833 [============================>.] - ETA: 4s - loss: 504.5288 - logits_profile_predictions_loss: 486.4804 - logcount_predictions_loss: 0.8093 1821/1833 [============================>.] - ETA: 3s - loss: 504.5272 - logits_profile_predictions_loss: 486.4790 - logcount_predictions_loss: 0.8093 1822/1833 [============================>.] - ETA: 3s - loss: 504.5256 - logits_profile_predictions_loss: 486.4776 - logcount_predictions_loss: 0.8093 1823/1833 [============================>.] - ETA: 3s - loss: 504.5241 - logits_profile_predictions_loss: 486.4761 - logcount_predictions_loss: 0.8093 1824/1833 [============================>.] - ETA: 2s - loss: 504.5225 - logits_profile_predictions_loss: 486.4747 - logcount_predictions_loss: 0.8093 1825/1833 [============================>.] - ETA: 2s - loss: 504.5210 - logits_profile_predictions_loss: 486.4733 - logcount_predictions_loss: 0.8093 1826/1833 [============================>.] - ETA: 2s - loss: 504.5194 - logits_profile_predictions_loss: 486.4719 - logcount_predictions_loss: 0.8093 1827/1833 [============================>.] - ETA: 1s - loss: 504.5178 - logits_profile_predictions_loss: 486.4705 - logcount_predictions_loss: 0.8093 1828/1833 [============================>.] - ETA: 1s - loss: 504.5163 - logits_profile_predictions_loss: 486.4691 - logcount_predictions_loss: 0.8093 1829/1833 [============================>.] - ETA: 1s - loss: 504.5147 - logits_profile_predictions_loss: 486.4677 - logcount_predictions_loss: 0.8093 1830/1833 [============================>.] - ETA: 0s - loss: 504.5131 - logits_profile_predictions_loss: 486.4662 - logcount_predictions_loss: 0.8093 1831/1833 [============================>.] - ETA: 0s - loss: 504.5115 - logits_profile_predictions_loss: 486.4648 - logcount_predictions_loss: 0.8093 1832/1833 [============================>.] - ETA: 0s - loss: 504.5099 - logits_profile_predictions_loss: 486.4633 - logcount_predictions_loss: 0.8093 1833/1833 [==============================] - ETA: 0s - loss: 504.5084 - logits_profile_predictions_loss: 486.4619 - logcount_predictions_loss: 0.8092 1833/1833 [==============================] - 606s 331ms/step - loss: 504.5068 - logits_profile_predictions_loss: 486.4604 - logcount_predictions_loss: 0.8092 - val_loss: 593.7094 - val_logits_profile_predictions_loss: 566.8217 - val_logcount_predictions_loss: 1.2057 Epoch 00004: val_loss did not improve from 592.97583 Epoch 5/50 1/1833 [..............................] - ETA: 9:41 - loss: 530.3043 - logits_profile_predictions_loss: 505.2474 - logcount_predictions_loss: 1.1236 2/1833 [..............................] - ETA: 9:28 - loss: 507.8905 - logits_profile_predictions_loss: 484.7634 - logcount_predictions_loss: 1.0371 3/1833 [..............................] - ETA: 9:28 - loss: 501.0157 - logits_profile_predictions_loss: 478.7107 - logcount_predictions_loss: 1.0002 4/1833 [..............................] - ETA: 9:29 - loss: 498.4787 - logits_profile_predictions_loss: 476.8364 - logcount_predictions_loss: 0.9705 5/1833 [..............................] - ETA: 9:28 - loss: 501.7122 - logits_profile_predictions_loss: 480.4672 - logcount_predictions_loss: 0.9527 6/1833 [..............................] - ETA: 9:28 - loss: 503.3410 - logits_profile_predictions_loss: 482.3879 - logcount_predictions_loss: 0.9396 7/1833 [..............................] - ETA: 9:28 - loss: 504.0104 - logits_profile_predictions_loss: 483.3425 - logcount_predictions_loss: 0.9268 8/1833 [..............................] - ETA: 9:28 - loss: 503.1970 - logits_profile_predictions_loss: 482.8106 - logcount_predictions_loss: 0.9142 9/1833 [..............................] - ETA: 9:28 - loss: 502.4676 - logits_profile_predictions_loss: 482.3024 - logcount_predictions_loss: 0.9043 10/1833 [..............................] - ETA: 9:27 - loss: 501.8440 - logits_profile_predictions_loss: 481.8708 - logcount_predictions_loss: 0.8957 11/1833 [..............................] - ETA: 9:27 - loss: 501.9359 - logits_profile_predictions_loss: 482.1042 - logcount_predictions_loss: 0.8893 12/1833 [..............................] - ETA: 9:27 - loss: 501.7397 - logits_profile_predictions_loss: 482.0405 - logcount_predictions_loss: 0.8834 13/1833 [..............................] - ETA: 9:27 - loss: 501.7440 - logits_profile_predictions_loss: 482.1436 - logcount_predictions_loss: 0.8789 14/1833 [..............................] - ETA: 9:26 - loss: 501.4760 - logits_profile_predictions_loss: 481.9870 - logcount_predictions_loss: 0.8739 15/1833 [..............................] - ETA: 9:26 - loss: 501.1905 - logits_profile_predictions_loss: 481.7926 - logcount_predictions_loss: 0.8699 16/1833 [..............................] - ETA: 9:26 - loss: 500.9563 - logits_profile_predictions_loss: 481.6249 - logcount_predictions_loss: 0.8669 17/1833 [..............................] - ETA: 9:25 - loss: 500.8325 - logits_profile_predictions_loss: 481.5347 - logcount_predictions_loss: 0.8654 18/1833 [..............................] - ETA: 9:25 - loss: 500.9357 - logits_profile_predictions_loss: 481.6592 - logcount_predictions_loss: 0.8644 19/1833 [..............................] - ETA: 9:25 - loss: 500.7759 - logits_profile_predictions_loss: 481.5282 - logcount_predictions_loss: 0.8631 20/1833 [..............................] - ETA: 9:25 - loss: 500.7292 - logits_profile_predictions_loss: 481.5030 - logcount_predictions_loss: 0.8622 21/1833 [..............................] - ETA: 9:24 - loss: 500.8200 - logits_profile_predictions_loss: 481.6013 - logcount_predictions_loss: 0.8618 22/1833 [..............................] - ETA: 9:24 - loss: 500.8160 - logits_profile_predictions_loss: 481.6116 - logcount_predictions_loss: 0.8612 23/1833 [..............................] - ETA: 9:24 - loss: 500.7294 - logits_profile_predictions_loss: 481.5438 - logcount_predictions_loss: 0.8603 24/1833 [..............................] - ETA: 9:23 - loss: 500.6435 - logits_profile_predictions_loss: 481.4587 - logcount_predictions_loss: 0.8603 25/1833 [..............................] - ETA: 9:23 - loss: 500.5089 - logits_profile_predictions_loss: 481.3246 - logcount_predictions_loss: 0.8603 26/1833 [..............................] - ETA: 9:23 - loss: 500.3946 - logits_profile_predictions_loss: 481.2172 - logcount_predictions_loss: 0.8600 27/1833 [..............................] - ETA: 9:22 - loss: 500.2593 - logits_profile_predictions_loss: 481.0908 - logcount_predictions_loss: 0.8596 28/1833 [..............................] - ETA: 9:22 - loss: 500.1066 - logits_profile_predictions_loss: 480.9460 - logcount_predictions_loss: 0.8592 29/1833 [..............................] - ETA: 9:22 - loss: 499.9619 - logits_profile_predictions_loss: 480.8052 - logcount_predictions_loss: 0.8590 30/1833 [..............................] - ETA: 9:22 - loss: 499.8167 - logits_profile_predictions_loss: 480.6663 - logcount_predictions_loss: 0.8588 31/1833 [..............................] - ETA: 9:21 - loss: 499.6982 - logits_profile_predictions_loss: 480.5576 - logcount_predictions_loss: 0.8583 32/1833 [..............................] - ETA: 9:21 - loss: 499.6224 - logits_profile_predictions_loss: 480.4906 - logcount_predictions_loss: 0.8579 33/1833 [..............................] - ETA: 9:21 - loss: 499.5901 - logits_profile_predictions_loss: 480.4686 - logcount_predictions_loss: 0.8575 34/1833 [..............................] - ETA: 9:20 - loss: 499.4736 - logits_profile_predictions_loss: 480.3630 - logcount_predictions_loss: 0.8570 35/1833 [..............................] - ETA: 9:20 - loss: 499.3719 - logits_profile_predictions_loss: 480.2781 - logcount_predictions_loss: 0.8562 36/1833 [..............................] - ETA: 9:20 - loss: 499.2675 - logits_profile_predictions_loss: 480.1895 - logcount_predictions_loss: 0.8555 37/1833 [..............................] - ETA: 9:19 - loss: 499.1998 - logits_profile_predictions_loss: 480.1347 - logcount_predictions_loss: 0.8549 38/1833 [..............................] - ETA: 9:19 - loss: 499.0633 - logits_profile_predictions_loss: 480.0144 - logcount_predictions_loss: 0.8542 39/1833 [..............................] - ETA: 9:19 - loss: 498.9662 - logits_profile_predictions_loss: 479.9325 - logcount_predictions_loss: 0.8535 40/1833 [..............................] - ETA: 9:18 - loss: 498.9423 - logits_profile_predictions_loss: 479.9227 - logcount_predictions_loss: 0.8529 41/1833 [..............................] - ETA: 9:18 - loss: 498.9609 - logits_profile_predictions_loss: 479.9547 - logcount_predictions_loss: 0.8523 42/1833 [..............................] - ETA: 9:18 - loss: 498.9795 - logits_profile_predictions_loss: 479.9842 - logcount_predictions_loss: 0.8518 43/1833 [..............................] - ETA: 9:18 - loss: 498.9843 - logits_profile_predictions_loss: 479.9991 - logcount_predictions_loss: 0.8514 44/1833 [..............................] - ETA: 9:17 - loss: 499.0122 - logits_profile_predictions_loss: 480.0355 - logcount_predictions_loss: 0.8510 45/1833 [..............................] - ETA: 9:17 - loss: 499.0041 - logits_profile_predictions_loss: 480.0357 - logcount_predictions_loss: 0.8506 46/1833 [..............................] - ETA: 9:17 - loss: 498.9693 - logits_profile_predictions_loss: 480.0117 - logcount_predictions_loss: 0.8501 47/1833 [..............................] - ETA: 9:16 - loss: 498.8864 - logits_profile_predictions_loss: 479.9404 - logcount_predictions_loss: 0.8496 48/1833 [..............................] - ETA: 9:16 - loss: 498.7599 - logits_profile_predictions_loss: 479.8270 - logcount_predictions_loss: 0.8490 49/1833 [..............................] - ETA: 9:16 - loss: 498.6529 - logits_profile_predictions_loss: 479.7330 - logcount_predictions_loss: 0.8484 50/1833 [..............................] - ETA: 9:15 - loss: 498.5308 - logits_profile_predictions_loss: 479.6235 - logcount_predictions_loss: 0.8479 51/1833 [..............................] - ETA: 9:15 - loss: 498.4258 - logits_profile_predictions_loss: 479.5306 - logcount_predictions_loss: 0.8473 52/1833 [..............................] - ETA: 9:15 - loss: 498.3311 - logits_profile_predictions_loss: 479.4492 - logcount_predictions_loss: 0.8467 53/1833 [..............................] - ETA: 9:15 - loss: 498.2423 - logits_profile_predictions_loss: 479.3733 - logcount_predictions_loss: 0.8461 54/1833 [..............................] - ETA: 9:14 - loss: 498.1586 - logits_profile_predictions_loss: 479.3015 - logcount_predictions_loss: 0.8456 55/1833 [..............................] - ETA: 9:14 - loss: 498.1011 - logits_profile_predictions_loss: 479.2561 - logcount_predictions_loss: 0.8451 56/1833 [..............................] - ETA: 9:14 - loss: 498.0299 - logits_profile_predictions_loss: 479.1966 - logcount_predictions_loss: 0.8445 57/1833 [..............................] - ETA: 9:13 - loss: 497.9625 - logits_profile_predictions_loss: 479.1415 - logcount_predictions_loss: 0.8440 58/1833 [..............................] - ETA: 9:13 - loss: 497.8911 - logits_profile_predictions_loss: 479.0804 - logcount_predictions_loss: 0.8435 59/1833 [..............................] - ETA: 9:13 - loss: 497.7915 - logits_profile_predictions_loss: 478.9903 - logcount_predictions_loss: 0.8431 60/1833 [..............................] - ETA: 9:12 - loss: 497.6877 - logits_profile_predictions_loss: 478.8959 - logcount_predictions_loss: 0.8427 62/1833 [>.............................] - ETA: 9:03 - loss: 497.4717 - logits_profile_predictions_loss: 478.7000 - logcount_predictions_loss: 0.8418 63/1833 [>.............................] - ETA: 9:03 - loss: 497.3747 - logits_profile_predictions_loss: 478.6135 - logcount_predictions_loss: 0.8413 64/1833 [>.............................] - ETA: 9:03 - loss: 497.2812 - logits_profile_predictions_loss: 478.5309 - logcount_predictions_loss: 0.8408 65/1833 [>.............................] - ETA: 9:03 - loss: 497.1682 - logits_profile_predictions_loss: 478.4280 - logcount_predictions_loss: 0.8404 66/1833 [>.............................] - ETA: 9:03 - loss: 497.0739 - logits_profile_predictions_loss: 478.3433 - logcount_predictions_loss: 0.8399 67/1833 [>.............................] - ETA: 9:02 - loss: 496.9770 - logits_profile_predictions_loss: 478.2555 - logcount_predictions_loss: 0.8395 68/1833 [>.............................] - ETA: 9:02 - loss: 496.8810 - logits_profile_predictions_loss: 478.1680 - logcount_predictions_loss: 0.8391 69/1833 [>.............................] - ETA: 9:02 - loss: 496.7874 - logits_profile_predictions_loss: 478.0833 - logcount_predictions_loss: 0.8387 70/1833 [>.............................] - ETA: 9:02 - loss: 496.7275 - logits_profile_predictions_loss: 478.0310 - logcount_predictions_loss: 0.8384 71/1833 [>.............................] - ETA: 9:02 - loss: 496.6783 - logits_profile_predictions_loss: 477.9887 - logcount_predictions_loss: 0.8381 72/1833 [>.............................] - ETA: 9:01 - loss: 496.6235 - logits_profile_predictions_loss: 477.9405 - logcount_predictions_loss: 0.8378 73/1833 [>.............................] - ETA: 9:01 - loss: 496.5666 - logits_profile_predictions_loss: 477.8905 - logcount_predictions_loss: 0.8375 74/1833 [>.............................] - ETA: 9:01 - loss: 496.5185 - logits_profile_predictions_loss: 477.8491 - logcount_predictions_loss: 0.8372 75/1833 [>.............................] - ETA: 9:01 - loss: 496.4858 - logits_profile_predictions_loss: 477.8238 - logcount_predictions_loss: 0.8369 76/1833 [>.............................] - ETA: 9:01 - loss: 496.4516 - logits_profile_predictions_loss: 477.7969 - logcount_predictions_loss: 0.8365 77/1833 [>.............................] - ETA: 9:00 - loss: 496.4170 - logits_profile_predictions_loss: 477.7696 - logcount_predictions_loss: 0.8362 78/1833 [>.............................] - ETA: 9:00 - loss: 496.4026 - logits_profile_predictions_loss: 477.7631 - logcount_predictions_loss: 0.8359 79/1833 [>.............................] - ETA: 9:00 - loss: 496.3855 - logits_profile_predictions_loss: 477.7536 - logcount_predictions_loss: 0.8355 80/1833 [>.............................] - ETA: 9:00 - loss: 496.3737 - logits_profile_predictions_loss: 477.7500 - logcount_predictions_loss: 0.8351 81/1833 [>.............................] - ETA: 8:59 - loss: 496.3788 - logits_profile_predictions_loss: 477.7637 - logcount_predictions_loss: 0.8348 82/1833 [>.............................] - ETA: 8:59 - loss: 496.3743 - logits_profile_predictions_loss: 477.7668 - logcount_predictions_loss: 0.8344 83/1833 [>.............................] - ETA: 8:59 - loss: 496.3774 - logits_profile_predictions_loss: 477.7780 - logcount_predictions_loss: 0.8341 84/1833 [>.............................] - ETA: 8:59 - loss: 496.3846 - logits_profile_predictions_loss: 477.7933 - logcount_predictions_loss: 0.8337 85/1833 [>.............................] - ETA: 8:59 - loss: 496.4004 - logits_profile_predictions_loss: 477.8169 - logcount_predictions_loss: 0.8333 86/1833 [>.............................] - ETA: 8:58 - loss: 496.4265 - logits_profile_predictions_loss: 477.8504 - logcount_predictions_loss: 0.8330 87/1833 [>.............................] - ETA: 8:58 - loss: 496.4517 - logits_profile_predictions_loss: 477.8830 - logcount_predictions_loss: 0.8327 88/1833 [>.............................] - ETA: 8:58 - loss: 496.4733 - logits_profile_predictions_loss: 477.9121 - logcount_predictions_loss: 0.8323 89/1833 [>.............................] - ETA: 8:58 - loss: 496.4923 - logits_profile_predictions_loss: 477.9390 - logcount_predictions_loss: 0.8320 90/1833 [>.............................] - ETA: 8:57 - loss: 496.4966 - logits_profile_predictions_loss: 477.9504 - logcount_predictions_loss: 0.8317 91/1833 [>.............................] - ETA: 8:57 - loss: 496.4979 - logits_profile_predictions_loss: 477.9588 - logcount_predictions_loss: 0.8314 92/1833 [>.............................] - ETA: 8:57 - loss: 496.5066 - logits_profile_predictions_loss: 477.9748 - logcount_predictions_loss: 0.8310 93/1833 [>.............................] - ETA: 8:57 - loss: 496.5095 - logits_profile_predictions_loss: 477.9853 - logcount_predictions_loss: 0.8307 94/1833 [>.............................] - ETA: 8:56 - loss: 496.5113 - logits_profile_predictions_loss: 477.9942 - logcount_predictions_loss: 0.8304 95/1833 [>.............................] - ETA: 8:56 - loss: 496.5029 - logits_profile_predictions_loss: 477.9929 - logcount_predictions_loss: 0.8300 96/1833 [>.............................] - ETA: 8:56 - loss: 496.4853 - logits_profile_predictions_loss: 477.9825 - logcount_predictions_loss: 0.8297 97/1833 [>.............................] - ETA: 8:56 - loss: 496.4682 - logits_profile_predictions_loss: 477.9730 - logcount_predictions_loss: 0.8294 98/1833 [>.............................] - ETA: 8:55 - loss: 496.4559 - logits_profile_predictions_loss: 477.9680 - logcount_predictions_loss: 0.8291 99/1833 [>.............................] - ETA: 8:55 - loss: 496.4440 - logits_profile_predictions_loss: 477.9632 - logcount_predictions_loss: 0.8287 100/1833 [>.............................] - ETA: 8:55 - loss: 496.4350 - logits_profile_predictions_loss: 477.9615 - logcount_predictions_loss: 0.8284 101/1833 [>.............................] - ETA: 8:55 - loss: 496.4236 - logits_profile_predictions_loss: 477.9577 - logcount_predictions_loss: 0.8281 102/1833 [>.............................] - ETA: 8:54 - loss: 496.4141 - logits_profile_predictions_loss: 477.9559 - logcount_predictions_loss: 0.8277 103/1833 [>.............................] - ETA: 8:54 - loss: 496.4104 - logits_profile_predictions_loss: 477.9593 - logcount_predictions_loss: 0.8274 104/1833 [>.............................] - ETA: 8:54 - loss: 496.4032 - logits_profile_predictions_loss: 477.9588 - logcount_predictions_loss: 0.8271 105/1833 [>.............................] - ETA: 8:54 - loss: 496.3966 - logits_profile_predictions_loss: 477.9584 - logcount_predictions_loss: 0.8268 106/1833 [>.............................] - ETA: 8:53 - loss: 496.3904 - logits_profile_predictions_loss: 477.9590 - logcount_predictions_loss: 0.8265 107/1833 [>.............................] - ETA: 8:53 - loss: 496.3833 - logits_profile_predictions_loss: 477.9585 - logcount_predictions_loss: 0.8262 108/1833 [>.............................] - ETA: 8:53 - loss: 496.3663 - logits_profile_predictions_loss: 477.9475 - logcount_predictions_loss: 0.8260 109/1833 [>.............................] - ETA: 8:53 - loss: 496.3495 - logits_profile_predictions_loss: 477.9366 - logcount_predictions_loss: 0.8257 110/1833 [>.............................] - ETA: 8:52 - loss: 496.3332 - logits_profile_predictions_loss: 477.9259 - logcount_predictions_loss: 0.8254 111/1833 [>.............................] - ETA: 8:52 - loss: 496.3273 - logits_profile_predictions_loss: 477.9259 - logcount_predictions_loss: 0.8252 112/1833 [>.............................] - ETA: 8:52 - loss: 496.3304 - logits_profile_predictions_loss: 477.9346 - logcount_predictions_loss: 0.8249 113/1833 [>.............................] - ETA: 8:51 - loss: 496.3339 - logits_profile_predictions_loss: 477.9439 - logcount_predictions_loss: 0.8247 114/1833 [>.............................] - ETA: 8:51 - loss: 496.3385 - logits_profile_predictions_loss: 477.9541 - logcount_predictions_loss: 0.8244 115/1833 [>.............................] - ETA: 8:51 - loss: 496.3433 - logits_profile_predictions_loss: 477.9641 - logcount_predictions_loss: 0.8242 116/1833 [>.............................] - ETA: 8:51 - loss: 496.3520 - logits_profile_predictions_loss: 477.9775 - logcount_predictions_loss: 0.8240 117/1833 [>.............................] - ETA: 8:50 - loss: 496.3607 - logits_profile_predictions_loss: 477.9912 - logcount_predictions_loss: 0.8237 118/1833 [>.............................] - ETA: 8:50 - loss: 496.3689 - logits_profile_predictions_loss: 478.0037 - logcount_predictions_loss: 0.8235 119/1833 [>.............................] - ETA: 8:50 - loss: 496.3728 - logits_profile_predictions_loss: 478.0114 - logcount_predictions_loss: 0.8234 120/1833 [>.............................] - ETA: 8:50 - loss: 496.3696 - logits_profile_predictions_loss: 478.0112 - logcount_predictions_loss: 0.8232 121/1833 [>.............................] - ETA: 8:49 - loss: 496.3692 - logits_profile_predictions_loss: 478.0137 - logcount_predictions_loss: 0.8231 122/1833 [>.............................] - ETA: 8:49 - loss: 496.3716 - logits_profile_predictions_loss: 478.0188 - logcount_predictions_loss: 0.8230 123/1833 [=>............................] - ETA: 8:49 - loss: 496.3721 - logits_profile_predictions_loss: 478.0219 - logcount_predictions_loss: 0.8229 124/1833 [=>............................] - ETA: 8:48 - loss: 496.3734 - logits_profile_predictions_loss: 478.0260 - logcount_predictions_loss: 0.8228 125/1833 [=>............................] - ETA: 8:48 - loss: 496.3747 - logits_profile_predictions_loss: 478.0304 - logcount_predictions_loss: 0.8226 126/1833 [=>............................] - ETA: 8:48 - loss: 496.3818 - logits_profile_predictions_loss: 478.0407 - logcount_predictions_loss: 0.8225 127/1833 [=>............................] - ETA: 8:48 - loss: 496.3908 - 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logits_profile_predictions_loss: 478.7816 - logcount_predictions_loss: 0.8027 297/1833 [===>..........................] - ETA: 7:58 - loss: 496.6706 - logits_profile_predictions_loss: 478.7728 - logcount_predictions_loss: 0.8026 298/1833 [===>..........................] - ETA: 7:58 - loss: 496.6609 - logits_profile_predictions_loss: 478.7648 - logcount_predictions_loss: 0.8025 299/1833 [===>..........................] - ETA: 7:57 - loss: 496.6512 - logits_profile_predictions_loss: 478.7570 - logcount_predictions_loss: 0.8024 300/1833 [===>..........................] - ETA: 7:57 - loss: 496.6419 - logits_profile_predictions_loss: 478.7495 - logcount_predictions_loss: 0.8023 301/1833 [===>..........................] - ETA: 7:57 - loss: 496.6324 - logits_profile_predictions_loss: 478.7418 - logcount_predictions_loss: 0.8023 302/1833 [===>..........................] - ETA: 7:56 - loss: 496.6240 - logits_profile_predictions_loss: 478.7352 - logcount_predictions_loss: 0.8022 303/1833 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[====>.........................] - ETA: 7:44 - loss: 496.3602 - logits_profile_predictions_loss: 478.5215 - logcount_predictions_loss: 0.7999 343/1833 [====>.........................] - ETA: 7:44 - loss: 496.3540 - logits_profile_predictions_loss: 478.5163 - logcount_predictions_loss: 0.7999 344/1833 [====>.........................] - ETA: 7:44 - loss: 496.3478 - logits_profile_predictions_loss: 478.5111 - logcount_predictions_loss: 0.7998 345/1833 [====>.........................] - ETA: 7:43 - loss: 496.3410 - logits_profile_predictions_loss: 478.5054 - logcount_predictions_loss: 0.7998 346/1833 [====>.........................] - ETA: 7:43 - loss: 496.3340 - logits_profile_predictions_loss: 478.4995 - logcount_predictions_loss: 0.7997 347/1833 [====>.........................] - ETA: 7:43 - loss: 496.3278 - logits_profile_predictions_loss: 478.4943 - logcount_predictions_loss: 0.7997 348/1833 [====>.........................] - ETA: 7:42 - loss: 496.3222 - 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[====>.........................] - ETA: 7:40 - loss: 496.2785 - logits_profile_predictions_loss: 478.4532 - logcount_predictions_loss: 0.7993 356/1833 [====>.........................] - ETA: 7:40 - loss: 496.2707 - logits_profile_predictions_loss: 478.4465 - logcount_predictions_loss: 0.7993 357/1833 [====>.........................] - ETA: 7:40 - loss: 496.2634 - logits_profile_predictions_loss: 478.4401 - logcount_predictions_loss: 0.7992 358/1833 [====>.........................] - ETA: 7:39 - loss: 496.2559 - logits_profile_predictions_loss: 478.4336 - logcount_predictions_loss: 0.7992 359/1833 [====>.........................] - ETA: 7:39 - loss: 496.2487 - logits_profile_predictions_loss: 478.4275 - logcount_predictions_loss: 0.7992 360/1833 [====>.........................] - ETA: 7:39 - loss: 496.2415 - logits_profile_predictions_loss: 478.4214 - logcount_predictions_loss: 0.7991 361/1833 [====>.........................] - ETA: 7:38 - loss: 496.2345 - 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[=====>........................] - ETA: 7:36 - loss: 496.1911 - logits_profile_predictions_loss: 478.3791 - logcount_predictions_loss: 0.7987 369/1833 [=====>........................] - ETA: 7:36 - loss: 496.1853 - logits_profile_predictions_loss: 478.3742 - logcount_predictions_loss: 0.7987 370/1833 [=====>........................] - ETA: 7:36 - loss: 496.1795 - logits_profile_predictions_loss: 478.3694 - logcount_predictions_loss: 0.7987 371/1833 [=====>........................] - ETA: 7:35 - loss: 496.1736 - logits_profile_predictions_loss: 478.3644 - logcount_predictions_loss: 0.7986 372/1833 [=====>........................] - ETA: 7:35 - loss: 496.1675 - logits_profile_predictions_loss: 478.3593 - logcount_predictions_loss: 0.7986 373/1833 [=====>........................] - ETA: 7:35 - loss: 496.1615 - logits_profile_predictions_loss: 478.3542 - logcount_predictions_loss: 0.7985 374/1833 [=====>........................] - ETA: 7:34 - loss: 496.1549 - logits_profile_predictions_loss: 478.3485 - logcount_predictions_loss: 0.7985 375/1833 [=====>........................] - ETA: 7:34 - loss: 496.1483 - logits_profile_predictions_loss: 478.3428 - logcount_predictions_loss: 0.7984 376/1833 [=====>........................] - ETA: 7:34 - loss: 496.1416 - logits_profile_predictions_loss: 478.3370 - logcount_predictions_loss: 0.7984 377/1833 [=====>........................] - ETA: 7:33 - loss: 496.1347 - logits_profile_predictions_loss: 478.3311 - logcount_predictions_loss: 0.7984 378/1833 [=====>........................] - ETA: 7:33 - loss: 496.1282 - logits_profile_predictions_loss: 478.3256 - logcount_predictions_loss: 0.7983 379/1833 [=====>........................] - ETA: 7:33 - loss: 496.1220 - logits_profile_predictions_loss: 478.3203 - logcount_predictions_loss: 0.7983 380/1833 [=====>........................] - ETA: 7:33 - loss: 496.1163 - logits_profile_predictions_loss: 478.3155 - logcount_predictions_loss: 0.7982 381/1833 [=====>........................] - ETA: 7:32 - loss: 496.1103 - logits_profile_predictions_loss: 478.3104 - logcount_predictions_loss: 0.7982 382/1833 [=====>........................] - ETA: 7:32 - loss: 496.1044 - logits_profile_predictions_loss: 478.3054 - logcount_predictions_loss: 0.7982 383/1833 [=====>........................] - ETA: 7:32 - loss: 496.0988 - logits_profile_predictions_loss: 478.3007 - logcount_predictions_loss: 0.7981 384/1833 [=====>........................] - ETA: 7:31 - loss: 496.0927 - logits_profile_predictions_loss: 478.2955 - logcount_predictions_loss: 0.7981 385/1833 [=====>........................] - ETA: 7:31 - loss: 496.0861 - logits_profile_predictions_loss: 478.2897 - logcount_predictions_loss: 0.7980 386/1833 [=====>........................] - ETA: 7:31 - loss: 496.0794 - logits_profile_predictions_loss: 478.2839 - logcount_predictions_loss: 0.7980 387/1833 [=====>........................] - ETA: 7:30 - loss: 496.0732 - logits_profile_predictions_loss: 478.2785 - logcount_predictions_loss: 0.7980 388/1833 [=====>........................] - ETA: 7:30 - loss: 496.0670 - logits_profile_predictions_loss: 478.2732 - logcount_predictions_loss: 0.7979 389/1833 [=====>........................] - ETA: 7:30 - loss: 496.0607 - logits_profile_predictions_loss: 478.2677 - logcount_predictions_loss: 0.7979 390/1833 [=====>........................] - ETA: 7:29 - loss: 496.0544 - logits_profile_predictions_loss: 478.2622 - logcount_predictions_loss: 0.7979 391/1833 [=====>........................] - ETA: 7:29 - loss: 496.0478 - logits_profile_predictions_loss: 478.2564 - logcount_predictions_loss: 0.7978 392/1833 [=====>........................] - ETA: 7:29 - loss: 496.0410 - logits_profile_predictions_loss: 478.2504 - logcount_predictions_loss: 0.7978 393/1833 [=====>........................] - ETA: 7:29 - loss: 496.0341 - logits_profile_predictions_loss: 478.2443 - logcount_predictions_loss: 0.7977 394/1833 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[============================>.] - ETA: 0s - loss: 492.1719 - logits_profile_predictions_loss: 474.9380 - logcount_predictions_loss: 0.7728 1832/1833 [============================>.] - ETA: 0s - loss: 492.1710 - logits_profile_predictions_loss: 474.9373 - logcount_predictions_loss: 0.7728 1833/1833 [==============================] - ETA: 0s - loss: 492.1701 - logits_profile_predictions_loss: 474.9365 - logcount_predictions_loss: 0.7728 1833/1833 [==============================] - 606s 331ms/step - loss: 492.1692 - logits_profile_predictions_loss: 474.9358 - logcount_predictions_loss: 0.7728 - val_loss: 578.8674 - val_logits_profile_predictions_loss: 559.8217 - val_logcount_predictions_loss: 0.8541 Epoch 00005: val_loss improved from 592.97583 to 578.86743, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 6/50 1/1833 [..............................] - ETA: 9:42 - loss: 457.7857 - 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[..............................] - ETA: 9:28 - loss: 447.5695 - logits_profile_predictions_loss: 432.8019 - logcount_predictions_loss: 0.6622 9/1833 [..............................] - ETA: 9:28 - loss: 448.4755 - logits_profile_predictions_loss: 433.6851 - logcount_predictions_loss: 0.6632 10/1833 [..............................] - ETA: 9:28 - loss: 449.4136 - logits_profile_predictions_loss: 434.5514 - logcount_predictions_loss: 0.6665 11/1833 [..............................] - ETA: 9:28 - loss: 450.6877 - logits_profile_predictions_loss: 435.7690 - logcount_predictions_loss: 0.6690 12/1833 [..............................] - ETA: 9:27 - loss: 452.5677 - logits_profile_predictions_loss: 437.6190 - logcount_predictions_loss: 0.6703 13/1833 [..............................] - ETA: 9:27 - loss: 454.0145 - logits_profile_predictions_loss: 438.9956 - logcount_predictions_loss: 0.6735 14/1833 [..............................] - ETA: 9:28 - loss: 455.3304 - logits_profile_predictions_loss: 440.2754 - logcount_predictions_loss: 0.6751 15/1833 [..............................] - ETA: 9:28 - loss: 456.3740 - logits_profile_predictions_loss: 441.2919 - logcount_predictions_loss: 0.6763 16/1833 [..............................] - ETA: 9:27 - loss: 457.3066 - logits_profile_predictions_loss: 442.1989 - logcount_predictions_loss: 0.6775 17/1833 [..............................] - ETA: 9:27 - loss: 458.3462 - logits_profile_predictions_loss: 443.2210 - logcount_predictions_loss: 0.6783 18/1833 [..............................] - ETA: 9:27 - loss: 459.4616 - logits_profile_predictions_loss: 444.3347 - logcount_predictions_loss: 0.6783 19/1833 [..............................] - ETA: 9:26 - loss: 460.3590 - logits_profile_predictions_loss: 445.2160 - logcount_predictions_loss: 0.6791 20/1833 [..............................] - ETA: 9:26 - loss: 461.0960 - logits_profile_predictions_loss: 445.9258 - logcount_predictions_loss: 0.6803 21/1833 [..............................] - ETA: 9:26 - 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28/1833 [..............................] - ETA: 9:23 - loss: 464.7596 - logits_profile_predictions_loss: 449.4889 - logcount_predictions_loss: 0.6848 29/1833 [..............................] - ETA: 9:23 - loss: 465.0219 - logits_profile_predictions_loss: 449.7449 - logcount_predictions_loss: 0.6851 30/1833 [..............................] - ETA: 9:23 - loss: 465.3154 - logits_profile_predictions_loss: 450.0293 - logcount_predictions_loss: 0.6855 31/1833 [..............................] - ETA: 9:22 - loss: 465.5194 - logits_profile_predictions_loss: 450.2277 - logcount_predictions_loss: 0.6857 32/1833 [..............................] - ETA: 9:22 - loss: 465.7036 - logits_profile_predictions_loss: 450.4093 - logcount_predictions_loss: 0.6858 33/1833 [..............................] - ETA: 9:22 - loss: 465.8742 - logits_profile_predictions_loss: 450.5782 - logcount_predictions_loss: 0.6859 34/1833 [..............................] - ETA: 9:21 - loss: 466.0399 - 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[..............................] - ETA: 9:19 - loss: 466.8540 - logits_profile_predictions_loss: 451.5427 - logcount_predictions_loss: 0.6866 42/1833 [..............................] - ETA: 9:19 - loss: 466.9643 - logits_profile_predictions_loss: 451.6551 - logcount_predictions_loss: 0.6865 43/1833 [..............................] - ETA: 9:19 - loss: 467.0889 - logits_profile_predictions_loss: 451.7794 - logcount_predictions_loss: 0.6865 44/1833 [..............................] - ETA: 9:18 - loss: 467.2130 - logits_profile_predictions_loss: 451.9043 - logcount_predictions_loss: 0.6865 45/1833 [..............................] - ETA: 9:18 - loss: 467.3450 - logits_profile_predictions_loss: 452.0383 - logcount_predictions_loss: 0.6864 46/1833 [..............................] - ETA: 9:18 - loss: 467.4782 - logits_profile_predictions_loss: 452.1729 - logcount_predictions_loss: 0.6863 47/1833 [..............................] - ETA: 9:17 - loss: 467.6435 - logits_profile_predictions_loss: 452.3403 - logcount_predictions_loss: 0.6862 48/1833 [..............................] - ETA: 9:17 - loss: 467.8290 - logits_profile_predictions_loss: 452.5252 - logcount_predictions_loss: 0.6863 49/1833 [..............................] - ETA: 9:17 - loss: 468.0066 - logits_profile_predictions_loss: 452.7027 - logcount_predictions_loss: 0.6863 50/1833 [..............................] - ETA: 9:16 - loss: 468.2152 - logits_profile_predictions_loss: 452.9119 - logcount_predictions_loss: 0.6862 51/1833 [..............................] - ETA: 9:16 - loss: 468.3939 - logits_profile_predictions_loss: 453.0901 - logcount_predictions_loss: 0.6863 52/1833 [..............................] - ETA: 9:16 - loss: 468.5782 - logits_profile_predictions_loss: 453.2728 - logcount_predictions_loss: 0.6863 53/1833 [..............................] - ETA: 9:16 - loss: 468.7995 - logits_profile_predictions_loss: 453.4916 - logcount_predictions_loss: 0.6865 54/1833 [..............................] - ETA: 9:15 - loss: 468.9959 - logits_profile_predictions_loss: 453.6868 - logcount_predictions_loss: 0.6865 55/1833 [..............................] - ETA: 9:15 - loss: 469.2005 - logits_profile_predictions_loss: 453.8900 - logcount_predictions_loss: 0.6866 56/1833 [..............................] - ETA: 9:15 - loss: 469.4133 - logits_profile_predictions_loss: 454.1008 - logcount_predictions_loss: 0.6867 57/1833 [..............................] - ETA: 9:14 - loss: 469.6169 - logits_profile_predictions_loss: 454.3027 - logcount_predictions_loss: 0.6867 58/1833 [..............................] - ETA: 9:14 - loss: 469.7901 - logits_profile_predictions_loss: 454.4742 - logcount_predictions_loss: 0.6868 59/1833 [..............................] - ETA: 9:14 - loss: 469.9555 - logits_profile_predictions_loss: 454.6376 - logcount_predictions_loss: 0.6869 60/1833 [..............................] - ETA: 9:13 - loss: 470.0950 - logits_profile_predictions_loss: 454.7759 - logcount_predictions_loss: 0.6870 61/1833 [..............................] - ETA: 9:13 - loss: 470.2329 - logits_profile_predictions_loss: 454.9129 - logcount_predictions_loss: 0.6870 62/1833 [>.............................] - ETA: 9:13 - loss: 470.3624 - logits_profile_predictions_loss: 455.0411 - logcount_predictions_loss: 0.6871 63/1833 [>.............................] - ETA: 9:12 - loss: 470.5000 - logits_profile_predictions_loss: 455.1756 - logcount_predictions_loss: 0.6872 64/1833 [>.............................] - ETA: 9:12 - loss: 470.6254 - logits_profile_predictions_loss: 455.2960 - logcount_predictions_loss: 0.6874 65/1833 [>.............................] - ETA: 9:12 - loss: 470.7486 - logits_profile_predictions_loss: 455.4123 - logcount_predictions_loss: 0.6877 66/1833 [>.............................] - ETA: 9:12 - loss: 470.8610 - logits_profile_predictions_loss: 455.5187 - logcount_predictions_loss: 0.6880 67/1833 [>.............................] - ETA: 9:11 - loss: 470.9486 - 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[>.............................] - ETA: 9:09 - loss: 471.5096 - logits_profile_predictions_loss: 456.1338 - logcount_predictions_loss: 0.6895 75/1833 [>.............................] - ETA: 9:09 - loss: 471.5730 - logits_profile_predictions_loss: 456.1930 - logcount_predictions_loss: 0.6897 76/1833 [>.............................] - ETA: 9:08 - loss: 471.6460 - logits_profile_predictions_loss: 456.2618 - logcount_predictions_loss: 0.6899 77/1833 [>.............................] - ETA: 9:08 - loss: 471.7227 - logits_profile_predictions_loss: 456.3345 - logcount_predictions_loss: 0.6901 78/1833 [>.............................] - ETA: 9:08 - loss: 471.8060 - logits_profile_predictions_loss: 456.4137 - logcount_predictions_loss: 0.6902 79/1833 [>.............................] - ETA: 9:08 - loss: 471.8790 - logits_profile_predictions_loss: 456.4836 - logcount_predictions_loss: 0.6904 80/1833 [>.............................] - ETA: 9:07 - loss: 471.9473 - logits_profile_predictions_loss: 456.5488 - logcount_predictions_loss: 0.6905 81/1833 [>.............................] - ETA: 9:07 - loss: 472.0128 - logits_profile_predictions_loss: 456.6117 - logcount_predictions_loss: 0.6906 82/1833 [>.............................] - ETA: 9:07 - loss: 472.0643 - logits_profile_predictions_loss: 456.6610 - logcount_predictions_loss: 0.6907 83/1833 [>.............................] - ETA: 9:06 - loss: 472.1192 - logits_profile_predictions_loss: 456.7144 - logcount_predictions_loss: 0.6908 84/1833 [>.............................] - ETA: 9:06 - loss: 472.1809 - logits_profile_predictions_loss: 456.7743 - logcount_predictions_loss: 0.6909 85/1833 [>.............................] - ETA: 9:06 - loss: 472.2332 - logits_profile_predictions_loss: 456.8247 - logcount_predictions_loss: 0.6910 86/1833 [>.............................] - ETA: 9:05 - loss: 472.2815 - logits_profile_predictions_loss: 456.8708 - logcount_predictions_loss: 0.6911 87/1833 [>.............................] - ETA: 9:05 - 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[============================>.] - ETA: 10s - loss: 482.9768 - logits_profile_predictions_loss: 466.7544 - logcount_predictions_loss: 0.7275 1799/1833 [============================>.] - ETA: 10s - loss: 482.9763 - logits_profile_predictions_loss: 466.7538 - logcount_predictions_loss: 0.7275 1800/1833 [============================>.] - ETA: 10s - loss: 482.9758 - logits_profile_predictions_loss: 466.7533 - logcount_predictions_loss: 0.7275 1801/1833 [============================>.] - ETA: 10s - loss: 482.9754 - logits_profile_predictions_loss: 466.7528 - logcount_predictions_loss: 0.7275 1802/1833 [============================>.] - ETA: 9s - loss: 482.9749 - logits_profile_predictions_loss: 466.7523 - logcount_predictions_loss: 0.7275  1803/1833 [============================>.] - ETA: 9s - loss: 482.9744 - logits_profile_predictions_loss: 466.7518 - logcount_predictions_loss: 0.7275 1804/1833 [============================>.] - ETA: 9s - loss: 482.9740 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 482.9611 - logits_profile_predictions_loss: 466.7380 - logcount_predictions_loss: 0.7275 1832/1833 [============================>.] - ETA: 0s - loss: 482.9606 - logits_profile_predictions_loss: 466.7375 - logcount_predictions_loss: 0.7275 1833/1833 [==============================] - ETA: 0s - loss: 482.9601 - logits_profile_predictions_loss: 466.7370 - logcount_predictions_loss: 0.7275 1833/1833 [==============================] - 607s 331ms/step - loss: 482.9596 - logits_profile_predictions_loss: 466.7365 - logcount_predictions_loss: 0.7275 - val_loss: 574.1408 - val_logits_profile_predictions_loss: 557.5469 - val_logcount_predictions_loss: 0.7441 Epoch 00006: val_loss improved from 578.86743 to 574.14081, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 7/50 1/1833 [..............................] - ETA: 9:42 - loss: 489.5118 - 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[..............................] - ETA: 9:28 - loss: 490.5967 - logits_profile_predictions_loss: 473.4876 - logcount_predictions_loss: 0.7672 9/1833 [..............................] - ETA: 9:28 - loss: 490.6028 - logits_profile_predictions_loss: 473.5908 - logcount_predictions_loss: 0.7629 10/1833 [..............................] - ETA: 9:28 - loss: 491.4518 - logits_profile_predictions_loss: 474.5350 - logcount_predictions_loss: 0.7586 11/1833 [..............................] - ETA: 9:27 - loss: 491.9520 - logits_profile_predictions_loss: 475.1406 - logcount_predictions_loss: 0.7539 12/1833 [..............................] - ETA: 9:27 - loss: 492.0575 - logits_profile_predictions_loss: 475.3219 - logcount_predictions_loss: 0.7505 13/1833 [..............................] - ETA: 9:27 - loss: 492.4289 - logits_profile_predictions_loss: 475.7634 - logcount_predictions_loss: 0.7473 14/1833 [..............................] - ETA: 9:27 - loss: 492.7800 - logits_profile_predictions_loss: 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[..............................] - ETA: 9:19 - loss: 488.1622 - logits_profile_predictions_loss: 472.2618 - logcount_predictions_loss: 0.7130 42/1833 [..............................] - ETA: 9:18 - loss: 488.0015 - logits_profile_predictions_loss: 472.1199 - logcount_predictions_loss: 0.7122 43/1833 [..............................] - ETA: 9:18 - loss: 487.8530 - logits_profile_predictions_loss: 471.9891 - logcount_predictions_loss: 0.7114 44/1833 [..............................] - ETA: 9:18 - loss: 487.6933 - logits_profile_predictions_loss: 471.8465 - logcount_predictions_loss: 0.7106 45/1833 [..............................] - ETA: 9:17 - loss: 487.5577 - logits_profile_predictions_loss: 471.7255 - logcount_predictions_loss: 0.7100 46/1833 [..............................] - ETA: 9:17 - loss: 487.4329 - logits_profile_predictions_loss: 471.6150 - logcount_predictions_loss: 0.7093 47/1833 [..............................] - ETA: 9:17 - loss: 487.2907 - logits_profile_predictions_loss: 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61/1833 [..............................] - ETA: 9:12 - loss: 485.3712 - logits_profile_predictions_loss: 469.7625 - logcount_predictions_loss: 0.6999 62/1833 [>.............................] - ETA: 9:12 - loss: 485.2696 - logits_profile_predictions_loss: 469.6741 - logcount_predictions_loss: 0.6993 63/1833 [>.............................] - ETA: 9:12 - loss: 485.1632 - logits_profile_predictions_loss: 469.5808 - logcount_predictions_loss: 0.6988 64/1833 [>.............................] - ETA: 9:12 - loss: 485.0664 - logits_profile_predictions_loss: 469.4962 - logcount_predictions_loss: 0.6982 65/1833 [>.............................] - ETA: 9:11 - loss: 484.9907 - logits_profile_predictions_loss: 469.4306 - logcount_predictions_loss: 0.6978 66/1833 [>.............................] - ETA: 9:11 - loss: 484.9166 - logits_profile_predictions_loss: 469.3664 - logcount_predictions_loss: 0.6973 67/1833 [>.............................] - ETA: 9:11 - loss: 484.8326 - 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[============================>.] - ETA: 10s - loss: 475.0937 - logits_profile_predictions_loss: 459.8523 - logcount_predictions_loss: 0.6835 1799/1833 [============================>.] - ETA: 10s - loss: 475.0938 - logits_profile_predictions_loss: 459.8524 - logcount_predictions_loss: 0.6835 1800/1833 [============================>.] - ETA: 10s - loss: 475.0940 - logits_profile_predictions_loss: 459.8524 - logcount_predictions_loss: 0.6835 1801/1833 [============================>.] - ETA: 10s - loss: 475.0941 - logits_profile_predictions_loss: 459.8524 - logcount_predictions_loss: 0.6835 1802/1833 [============================>.] - ETA: 9s - loss: 475.0942 - logits_profile_predictions_loss: 459.8525 - logcount_predictions_loss: 0.6835  1803/1833 [============================>.] - ETA: 9s - loss: 475.0943 - logits_profile_predictions_loss: 459.8525 - logcount_predictions_loss: 0.6835 1804/1833 [============================>.] - ETA: 9s - loss: 475.0944 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 475.0972 - logits_profile_predictions_loss: 459.8531 - logcount_predictions_loss: 0.6836 1832/1833 [============================>.] - ETA: 0s - loss: 475.0974 - logits_profile_predictions_loss: 459.8531 - logcount_predictions_loss: 0.6836 1833/1833 [==============================] - ETA: 0s - loss: 475.0975 - logits_profile_predictions_loss: 459.8532 - logcount_predictions_loss: 0.6836 1833/1833 [==============================] - 607s 331ms/step - loss: 475.0977 - logits_profile_predictions_loss: 459.8532 - logcount_predictions_loss: 0.6836 - val_loss: 572.2568 - val_logits_profile_predictions_loss: 555.3071 - val_logcount_predictions_loss: 0.7601 Epoch 00007: val_loss improved from 574.14081 to 572.25677, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 8/50 1/1833 [..............................] - ETA: 9:43 - loss: 538.9260 - 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[..............................] - ETA: 9:29 - loss: 499.5038 - logits_profile_predictions_loss: 482.1656 - logcount_predictions_loss: 0.7775 9/1833 [..............................] - ETA: 9:28 - loss: 497.7301 - logits_profile_predictions_loss: 480.5184 - logcount_predictions_loss: 0.7718 10/1833 [..............................] - ETA: 9:28 - loss: 496.0881 - logits_profile_predictions_loss: 479.0062 - logcount_predictions_loss: 0.7660 11/1833 [..............................] - ETA: 9:28 - loss: 495.1343 - logits_profile_predictions_loss: 478.1269 - logcount_predictions_loss: 0.7627 12/1833 [..............................] - ETA: 9:28 - loss: 494.2990 - logits_profile_predictions_loss: 477.3281 - logcount_predictions_loss: 0.7610 13/1833 [..............................] - ETA: 9:27 - loss: 493.7226 - logits_profile_predictions_loss: 476.8038 - logcount_predictions_loss: 0.7587 14/1833 [..............................] - ETA: 9:27 - loss: 493.4253 - logits_profile_predictions_loss: 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[..............................] - ETA: 9:19 - loss: 487.0161 - logits_profile_predictions_loss: 471.0879 - logcount_predictions_loss: 0.7143 42/1833 [..............................] - ETA: 9:19 - loss: 486.7434 - logits_profile_predictions_loss: 470.8426 - logcount_predictions_loss: 0.7130 43/1833 [..............................] - ETA: 9:19 - loss: 486.5119 - logits_profile_predictions_loss: 470.6376 - logcount_predictions_loss: 0.7119 44/1833 [..............................] - ETA: 9:18 - loss: 486.2769 - logits_profile_predictions_loss: 470.4302 - logcount_predictions_loss: 0.7106 45/1833 [..............................] - ETA: 9:18 - loss: 486.0277 - logits_profile_predictions_loss: 470.2075 - logcount_predictions_loss: 0.7094 46/1833 [..............................] - ETA: 9:18 - loss: 485.8168 - logits_profile_predictions_loss: 470.0228 - logcount_predictions_loss: 0.7083 47/1833 [..............................] - ETA: 9:17 - loss: 485.6121 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 454.0720 - logcount_predictions_loss: 0.6608 1753/1833 [===========================>..] - ETA: 25s - loss: 468.8070 - logits_profile_predictions_loss: 454.0719 - logcount_predictions_loss: 0.6608 1754/1833 [===========================>..] - ETA: 24s - loss: 468.8069 - logits_profile_predictions_loss: 454.0717 - logcount_predictions_loss: 0.6608 1755/1833 [===========================>..] - ETA: 24s - loss: 468.8067 - logits_profile_predictions_loss: 454.0715 - logcount_predictions_loss: 0.6608 1756/1833 [===========================>..] - ETA: 24s - loss: 468.8066 - logits_profile_predictions_loss: 454.0714 - logcount_predictions_loss: 0.6608 1757/1833 [===========================>..] - ETA: 23s - loss: 468.8064 - logits_profile_predictions_loss: 454.0712 - logcount_predictions_loss: 0.6608 1758/1833 [===========================>..] - ETA: 23s - loss: 468.8063 - logits_profile_predictions_loss: 454.0711 - logcount_predictions_loss: 0.6608 1759/1833 [===========================>..] - ETA: 23s - loss: 468.8061 - logits_profile_predictions_loss: 454.0709 - logcount_predictions_loss: 0.6608 1760/1833 [===========================>..] - ETA: 22s - loss: 468.8060 - logits_profile_predictions_loss: 454.0707 - logcount_predictions_loss: 0.6608 1761/1833 [===========================>..] - ETA: 22s - loss: 468.8058 - logits_profile_predictions_loss: 454.0706 - logcount_predictions_loss: 0.6608 1762/1833 [===========================>..] - ETA: 22s - loss: 468.8057 - logits_profile_predictions_loss: 454.0704 - logcount_predictions_loss: 0.6608 1763/1833 [===========================>..] - ETA: 22s - loss: 468.8055 - logits_profile_predictions_loss: 454.0702 - logcount_predictions_loss: 0.6608 1764/1833 [===========================>..] - ETA: 21s - loss: 468.8053 - logits_profile_predictions_loss: 454.0700 - logcount_predictions_loss: 0.6608 1765/1833 [===========================>..] - ETA: 21s - loss: 468.8051 - logits_profile_predictions_loss: 454.0699 - logcount_predictions_loss: 0.6608 1766/1833 [===========================>..] - ETA: 21s - loss: 468.8050 - logits_profile_predictions_loss: 454.0697 - logcount_predictions_loss: 0.6608 1767/1833 [===========================>..] - ETA: 20s - loss: 468.8048 - logits_profile_predictions_loss: 454.0695 - logcount_predictions_loss: 0.6608 1768/1833 [===========================>..] - ETA: 20s - loss: 468.8047 - logits_profile_predictions_loss: 454.0694 - logcount_predictions_loss: 0.6608 1769/1833 [===========================>..] - ETA: 20s - loss: 468.8045 - logits_profile_predictions_loss: 454.0692 - logcount_predictions_loss: 0.6608 1770/1833 [===========================>..] - ETA: 19s - loss: 468.8044 - logits_profile_predictions_loss: 454.0690 - logcount_predictions_loss: 0.6608 1771/1833 [===========================>..] - ETA: 19s - loss: 468.8042 - logits_profile_predictions_loss: 454.0688 - logcount_predictions_loss: 0.6608 1772/1833 [============================>.] - ETA: 19s - loss: 468.8040 - logits_profile_predictions_loss: 454.0686 - logcount_predictions_loss: 0.6608 1773/1833 [============================>.] - ETA: 18s - loss: 468.8037 - logits_profile_predictions_loss: 454.0684 - logcount_predictions_loss: 0.6608 1774/1833 [============================>.] - ETA: 18s - loss: 468.8035 - logits_profile_predictions_loss: 454.0682 - logcount_predictions_loss: 0.6608 1775/1833 [============================>.] - ETA: 18s - loss: 468.8033 - logits_profile_predictions_loss: 454.0679 - logcount_predictions_loss: 0.6608 1776/1833 [============================>.] - ETA: 17s - loss: 468.8031 - logits_profile_predictions_loss: 454.0677 - logcount_predictions_loss: 0.6608 1777/1833 [============================>.] - ETA: 17s - loss: 468.8029 - logits_profile_predictions_loss: 454.0675 - logcount_predictions_loss: 0.6608 1778/1833 [============================>.] - ETA: 17s - loss: 468.8026 - logits_profile_predictions_loss: 454.0673 - logcount_predictions_loss: 0.6608 1779/1833 [============================>.] - ETA: 16s - loss: 468.8024 - logits_profile_predictions_loss: 454.0670 - logcount_predictions_loss: 0.6608 1780/1833 [============================>.] - ETA: 16s - loss: 468.8022 - logits_profile_predictions_loss: 454.0668 - logcount_predictions_loss: 0.6608 1781/1833 [============================>.] - ETA: 16s - loss: 468.8020 - logits_profile_predictions_loss: 454.0666 - logcount_predictions_loss: 0.6608 1782/1833 [============================>.] - ETA: 16s - loss: 468.8018 - logits_profile_predictions_loss: 454.0664 - logcount_predictions_loss: 0.6608 1783/1833 [============================>.] - ETA: 15s - loss: 468.8015 - logits_profile_predictions_loss: 454.0661 - logcount_predictions_loss: 0.6608 1784/1833 [============================>.] - ETA: 15s - loss: 468.8013 - logits_profile_predictions_loss: 454.0659 - logcount_predictions_loss: 0.6608 1785/1833 [============================>.] - ETA: 15s - loss: 468.8010 - logits_profile_predictions_loss: 454.0656 - logcount_predictions_loss: 0.6608 1786/1833 [============================>.] - ETA: 14s - loss: 468.8008 - logits_profile_predictions_loss: 454.0653 - logcount_predictions_loss: 0.6608 1787/1833 [============================>.] - ETA: 14s - loss: 468.8005 - logits_profile_predictions_loss: 454.0650 - logcount_predictions_loss: 0.6608 1788/1833 [============================>.] - ETA: 14s - loss: 468.8002 - logits_profile_predictions_loss: 454.0647 - logcount_predictions_loss: 0.6608 1789/1833 [============================>.] - ETA: 13s - loss: 468.7999 - logits_profile_predictions_loss: 454.0644 - logcount_predictions_loss: 0.6608 1790/1833 [============================>.] - ETA: 13s - loss: 468.7996 - logits_profile_predictions_loss: 454.0641 - logcount_predictions_loss: 0.6608 1791/1833 [============================>.] - ETA: 13s - loss: 468.7992 - logits_profile_predictions_loss: 454.0638 - logcount_predictions_loss: 0.6608 1792/1833 [============================>.] - ETA: 12s - loss: 468.7989 - logits_profile_predictions_loss: 454.0634 - logcount_predictions_loss: 0.6608 1793/1833 [============================>.] - ETA: 12s - loss: 468.7985 - logits_profile_predictions_loss: 454.0630 - logcount_predictions_loss: 0.6608 1794/1833 [============================>.] - ETA: 12s - loss: 468.7982 - logits_profile_predictions_loss: 454.0627 - logcount_predictions_loss: 0.6608 1795/1833 [============================>.] - ETA: 11s - loss: 468.7978 - logits_profile_predictions_loss: 454.0623 - logcount_predictions_loss: 0.6608 1796/1833 [============================>.] - ETA: 11s - loss: 468.7974 - logits_profile_predictions_loss: 454.0619 - logcount_predictions_loss: 0.6608 1797/1833 [============================>.] - ETA: 11s - loss: 468.7971 - logits_profile_predictions_loss: 454.0616 - logcount_predictions_loss: 0.6608 1798/1833 [============================>.] - ETA: 11s - loss: 468.7967 - logits_profile_predictions_loss: 454.0612 - logcount_predictions_loss: 0.6608 1799/1833 [============================>.] - ETA: 10s - loss: 468.7963 - logits_profile_predictions_loss: 454.0608 - logcount_predictions_loss: 0.6608 1800/1833 [============================>.] - ETA: 10s - loss: 468.7959 - logits_profile_predictions_loss: 454.0604 - logcount_predictions_loss: 0.6608 1801/1833 [============================>.] - ETA: 10s - loss: 468.7955 - logits_profile_predictions_loss: 454.0600 - logcount_predictions_loss: 0.6608 1802/1833 [============================>.] - ETA: 9s - loss: 468.7951 - logits_profile_predictions_loss: 454.0596 - logcount_predictions_loss: 0.6608  1803/1833 [============================>.] - ETA: 9s - loss: 468.7947 - logits_profile_predictions_loss: 454.0592 - logcount_predictions_loss: 0.6608 1804/1833 [============================>.] - ETA: 9s - loss: 468.7943 - logits_profile_predictions_loss: 454.0588 - logcount_predictions_loss: 0.6608 1805/1833 [============================>.] - ETA: 8s - loss: 468.7939 - logits_profile_predictions_loss: 454.0584 - logcount_predictions_loss: 0.6608 1806/1833 [============================>.] - ETA: 8s - loss: 468.7935 - logits_profile_predictions_loss: 454.0580 - logcount_predictions_loss: 0.6608 1807/1833 [============================>.] - ETA: 8s - loss: 468.7931 - logits_profile_predictions_loss: 454.0576 - logcount_predictions_loss: 0.6608 1808/1833 [============================>.] - ETA: 7s - loss: 468.7927 - logits_profile_predictions_loss: 454.0572 - logcount_predictions_loss: 0.6608 1809/1833 [============================>.] - ETA: 7s - loss: 468.7923 - logits_profile_predictions_loss: 454.0568 - logcount_predictions_loss: 0.6608 1810/1833 [============================>.] - ETA: 7s - loss: 468.7919 - logits_profile_predictions_loss: 454.0564 - logcount_predictions_loss: 0.6608 1811/1833 [============================>.] - ETA: 6s - loss: 468.7916 - logits_profile_predictions_loss: 454.0561 - logcount_predictions_loss: 0.6608 1812/1833 [============================>.] - ETA: 6s - loss: 468.7912 - logits_profile_predictions_loss: 454.0557 - logcount_predictions_loss: 0.6608 1813/1833 [============================>.] - ETA: 6s - loss: 468.7909 - logits_profile_predictions_loss: 454.0554 - logcount_predictions_loss: 0.6608 1814/1833 [============================>.] - ETA: 5s - loss: 468.7905 - logits_profile_predictions_loss: 454.0550 - logcount_predictions_loss: 0.6608 1815/1833 [============================>.] - ETA: 5s - loss: 468.7902 - logits_profile_predictions_loss: 454.0547 - logcount_predictions_loss: 0.6608 1816/1833 [============================>.] - ETA: 5s - loss: 468.7899 - logits_profile_predictions_loss: 454.0544 - logcount_predictions_loss: 0.6608 1817/1833 [============================>.] - ETA: 5s - loss: 468.7895 - logits_profile_predictions_loss: 454.0540 - logcount_predictions_loss: 0.6608 1818/1833 [============================>.] - ETA: 4s - loss: 468.7892 - logits_profile_predictions_loss: 454.0537 - logcount_predictions_loss: 0.6608 1819/1833 [============================>.] - ETA: 4s - loss: 468.7889 - logits_profile_predictions_loss: 454.0534 - logcount_predictions_loss: 0.6608 1820/1833 [============================>.] - ETA: 4s - loss: 468.7886 - logits_profile_predictions_loss: 454.0531 - logcount_predictions_loss: 0.6608 1821/1833 [============================>.] - ETA: 3s - loss: 468.7883 - logits_profile_predictions_loss: 454.0528 - logcount_predictions_loss: 0.6608 1822/1833 [============================>.] - ETA: 3s - loss: 468.7880 - logits_profile_predictions_loss: 454.0525 - logcount_predictions_loss: 0.6608 1823/1833 [============================>.] - ETA: 3s - loss: 468.7877 - logits_profile_predictions_loss: 454.0522 - logcount_predictions_loss: 0.6608 1824/1833 [============================>.] - ETA: 2s - loss: 468.7873 - logits_profile_predictions_loss: 454.0518 - logcount_predictions_loss: 0.6608 1825/1833 [============================>.] - ETA: 2s - loss: 468.7870 - logits_profile_predictions_loss: 454.0515 - logcount_predictions_loss: 0.6608 1826/1833 [============================>.] - ETA: 2s - loss: 468.7867 - logits_profile_predictions_loss: 454.0512 - logcount_predictions_loss: 0.6608 1827/1833 [============================>.] - ETA: 1s - loss: 468.7863 - logits_profile_predictions_loss: 454.0508 - logcount_predictions_loss: 0.6608 1828/1833 [============================>.] - ETA: 1s - loss: 468.7860 - logits_profile_predictions_loss: 454.0505 - logcount_predictions_loss: 0.6608 1829/1833 [============================>.] - ETA: 1s - loss: 468.7856 - logits_profile_predictions_loss: 454.0502 - logcount_predictions_loss: 0.6608 1830/1833 [============================>.] - ETA: 0s - loss: 468.7853 - logits_profile_predictions_loss: 454.0498 - logcount_predictions_loss: 0.6608 1831/1833 [============================>.] - ETA: 0s - loss: 468.7849 - logits_profile_predictions_loss: 454.0494 - logcount_predictions_loss: 0.6608 1832/1833 [============================>.] - ETA: 0s - loss: 468.7846 - logits_profile_predictions_loss: 454.0491 - logcount_predictions_loss: 0.6608 1833/1833 [==============================] - ETA: 0s - loss: 468.7842 - logits_profile_predictions_loss: 454.0487 - logcount_predictions_loss: 0.6608 1833/1833 [==============================] - 608s 332ms/step - loss: 468.7838 - logits_profile_predictions_loss: 454.0483 - logcount_predictions_loss: 0.6608 - val_loss: 576.1293 - val_logits_profile_predictions_loss: 555.6567 - val_logcount_predictions_loss: 0.9181 Epoch 00008: val_loss did not improve from 572.25677 Epoch 9/50 1/1833 [..............................] - ETA: 9:48 - loss: 468.6554 - logits_profile_predictions_loss: 454.5646 - logcount_predictions_loss: 0.6319 2/1833 [..............................] - ETA: 9:30 - loss: 484.9669 - logits_profile_predictions_loss: 470.4114 - logcount_predictions_loss: 0.6527 3/1833 [..............................] - ETA: 9:29 - loss: 490.4719 - logits_profile_predictions_loss: 475.8878 - logcount_predictions_loss: 0.6540 4/1833 [..............................] - ETA: 9:30 - loss: 490.4993 - logits_profile_predictions_loss: 475.8989 - logcount_predictions_loss: 0.6547 5/1833 [..............................] - ETA: 9:30 - loss: 489.0965 - logits_profile_predictions_loss: 474.3304 - logcount_predictions_loss: 0.6622 6/1833 [..............................] - ETA: 9:29 - loss: 488.2077 - logits_profile_predictions_loss: 473.3247 - logcount_predictions_loss: 0.6674 7/1833 [..............................] - ETA: 9:29 - loss: 485.8153 - logits_profile_predictions_loss: 470.8354 - logcount_predictions_loss: 0.6717 8/1833 [..............................] - ETA: 9:29 - loss: 485.6121 - logits_profile_predictions_loss: 470.6536 - logcount_predictions_loss: 0.6708 9/1833 [..............................] - ETA: 9:29 - loss: 485.2216 - logits_profile_predictions_loss: 470.3376 - logcount_predictions_loss: 0.6674 10/1833 [..............................] - ETA: 9:28 - loss: 484.7600 - logits_profile_predictions_loss: 469.9474 - logcount_predictions_loss: 0.6642 11/1833 [..............................] - ETA: 9:28 - loss: 484.0928 - logits_profile_predictions_loss: 469.3430 - logcount_predictions_loss: 0.6614 12/1833 [..............................] - ETA: 9:28 - loss: 483.4158 - logits_profile_predictions_loss: 468.7073 - logcount_predictions_loss: 0.6596 13/1833 [..............................] - ETA: 9:28 - loss: 482.6784 - logits_profile_predictions_loss: 468.0100 - logcount_predictions_loss: 0.6578 14/1833 [..............................] - ETA: 9:27 - loss: 481.8981 - logits_profile_predictions_loss: 467.2617 - logcount_predictions_loss: 0.6563 15/1833 [..............................] - ETA: 9:27 - loss: 481.1604 - logits_profile_predictions_loss: 466.5500 - logcount_predictions_loss: 0.6552 16/1833 [..............................] - ETA: 9:27 - loss: 480.6847 - logits_profile_predictions_loss: 466.0629 - logcount_predictions_loss: 0.6557 17/1833 [..............................] - ETA: 9:26 - loss: 480.0514 - logits_profile_predictions_loss: 465.4245 - logcount_predictions_loss: 0.6559 18/1833 [..............................] - ETA: 9:26 - loss: 479.2107 - logits_profile_predictions_loss: 464.5960 - logcount_predictions_loss: 0.6554 19/1833 [..............................] - ETA: 9:26 - loss: 478.2272 - logits_profile_predictions_loss: 463.6214 - logcount_predictions_loss: 0.6550 20/1833 [..............................] - ETA: 9:25 - loss: 477.4525 - logits_profile_predictions_loss: 462.8577 - logcount_predictions_loss: 0.6545 21/1833 [..............................] - ETA: 9:25 - loss: 476.9211 - logits_profile_predictions_loss: 462.3463 - logcount_predictions_loss: 0.6536 22/1833 [..............................] - ETA: 9:25 - loss: 476.3523 - logits_profile_predictions_loss: 461.8001 - logcount_predictions_loss: 0.6526 23/1833 [..............................] - ETA: 9:25 - loss: 475.8021 - logits_profile_predictions_loss: 461.2688 - logcount_predictions_loss: 0.6517 24/1833 [..............................] - ETA: 9:24 - loss: 475.2288 - logits_profile_predictions_loss: 460.7169 - logcount_predictions_loss: 0.6508 25/1833 [..............................] - ETA: 9:24 - loss: 474.7043 - logits_profile_predictions_loss: 460.2180 - logcount_predictions_loss: 0.6496 26/1833 [..............................] - ETA: 9:24 - loss: 474.1755 - logits_profile_predictions_loss: 459.7183 - logcount_predictions_loss: 0.6483 27/1833 [..............................] - ETA: 9:24 - loss: 473.7078 - logits_profile_predictions_loss: 459.2750 - logcount_predictions_loss: 0.6472 28/1833 [..............................] - ETA: 9:23 - loss: 473.2555 - logits_profile_predictions_loss: 458.8403 - logcount_predictions_loss: 0.6464 29/1833 [..............................] - ETA: 9:23 - loss: 472.7523 - logits_profile_predictions_loss: 458.3553 - logcount_predictions_loss: 0.6456 30/1833 [..............................] - ETA: 9:23 - loss: 472.2394 - logits_profile_predictions_loss: 457.8603 - logcount_predictions_loss: 0.6448 31/1833 [..............................] - ETA: 9:22 - loss: 471.7425 - logits_profile_predictions_loss: 457.3774 - logcount_predictions_loss: 0.6442 32/1833 [..............................] - ETA: 9:22 - loss: 471.2743 - logits_profile_predictions_loss: 456.9240 - logcount_predictions_loss: 0.6435 33/1833 [..............................] - ETA: 9:22 - loss: 470.7985 - logits_profile_predictions_loss: 456.4600 - logcount_predictions_loss: 0.6430 34/1833 [..............................] - ETA: 9:21 - loss: 470.2696 - logits_profile_predictions_loss: 455.9469 - logcount_predictions_loss: 0.6423 35/1833 [..............................] - ETA: 9:21 - loss: 469.8052 - logits_profile_predictions_loss: 455.4979 - logcount_predictions_loss: 0.6416 36/1833 [..............................] - ETA: 9:21 - loss: 469.4338 - logits_profile_predictions_loss: 455.1393 - logcount_predictions_loss: 0.6410 37/1833 [..............................] - ETA: 9:21 - loss: 469.1341 - logits_profile_predictions_loss: 454.8506 - logcount_predictions_loss: 0.6405 38/1833 [..............................] - ETA: 9:20 - loss: 468.8380 - logits_profile_predictions_loss: 454.5652 - logcount_predictions_loss: 0.6400 39/1833 [..............................] - ETA: 9:20 - loss: 468.5249 - logits_profile_predictions_loss: 454.2583 - logcount_predictions_loss: 0.6398 40/1833 [..............................] - ETA: 9:20 - loss: 468.2095 - logits_profile_predictions_loss: 453.9486 - logcount_predictions_loss: 0.6395 41/1833 [..............................] - ETA: 9:19 - loss: 467.9323 - logits_profile_predictions_loss: 453.6785 - logcount_predictions_loss: 0.6392 42/1833 [..............................] - ETA: 9:19 - loss: 467.7022 - logits_profile_predictions_loss: 453.4539 - logcount_predictions_loss: 0.6389 43/1833 [..............................] - ETA: 9:19 - loss: 467.5146 - logits_profile_predictions_loss: 453.2704 - logcount_predictions_loss: 0.6388 44/1833 [..............................] - ETA: 9:18 - loss: 467.3302 - logits_profile_predictions_loss: 453.0893 - logcount_predictions_loss: 0.6386 45/1833 [..............................] - ETA: 9:18 - loss: 467.2029 - logits_profile_predictions_loss: 452.9650 - logcount_predictions_loss: 0.6385 46/1833 [..............................] - ETA: 9:18 - loss: 467.0502 - logits_profile_predictions_loss: 452.8148 - logcount_predictions_loss: 0.6384 47/1833 [..............................] - ETA: 9:18 - loss: 466.8745 - logits_profile_predictions_loss: 452.6415 - logcount_predictions_loss: 0.6382 48/1833 [..............................] - ETA: 9:17 - loss: 466.7010 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 464.2228 - logits_profile_predictions_loss: 450.0323 - logcount_predictions_loss: 0.6363 1833/1833 [==============================] - ETA: 0s - loss: 464.2227 - logits_profile_predictions_loss: 450.0322 - logcount_predictions_loss: 0.6363 1833/1833 [==============================] - 608s 332ms/step - loss: 464.2225 - logits_profile_predictions_loss: 450.0320 - logcount_predictions_loss: 0.6363 - val_loss: 570.6335 - val_logits_profile_predictions_loss: 554.0552 - val_logcount_predictions_loss: 0.7434 Epoch 00009: val_loss improved from 572.25677 to 570.63354, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 10/50 1/1833 [..............................] - ETA: 9:49 - loss: 448.3192 - logits_profile_predictions_loss: 431.7473 - logcount_predictions_loss: 0.7431 2/1833 [..............................] - ETA: 9:29 - loss: 453.0656 - 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[..............................] - ETA: 9:29 - loss: 460.3117 - logits_profile_predictions_loss: 444.3518 - logcount_predictions_loss: 0.7157 10/1833 [..............................] - ETA: 9:29 - loss: 461.9096 - logits_profile_predictions_loss: 446.0238 - logcount_predictions_loss: 0.7124 11/1833 [..............................] - ETA: 9:28 - loss: 463.5806 - logits_profile_predictions_loss: 447.7770 - logcount_predictions_loss: 0.7087 12/1833 [..............................] - ETA: 9:28 - loss: 464.9461 - logits_profile_predictions_loss: 449.2209 - logcount_predictions_loss: 0.7052 13/1833 [..............................] - ETA: 9:28 - loss: 466.0290 - logits_profile_predictions_loss: 450.3681 - logcount_predictions_loss: 0.7023 14/1833 [..............................] - ETA: 9:28 - loss: 466.7792 - logits_profile_predictions_loss: 451.1835 - logcount_predictions_loss: 0.6994 15/1833 [..............................] - ETA: 9:27 - loss: 467.1814 - logits_profile_predictions_loss: 451.6505 - logcount_predictions_loss: 0.6965 16/1833 [..............................] - ETA: 9:27 - loss: 467.5076 - logits_profile_predictions_loss: 452.0447 - logcount_predictions_loss: 0.6934 17/1833 [..............................] - ETA: 9:27 - loss: 467.7114 - logits_profile_predictions_loss: 452.3229 - logcount_predictions_loss: 0.6901 18/1833 [..............................] - ETA: 9:27 - loss: 467.8434 - logits_profile_predictions_loss: 452.5300 - logcount_predictions_loss: 0.6867 19/1833 [..............................] - ETA: 9:26 - loss: 467.6693 - logits_profile_predictions_loss: 452.4254 - logcount_predictions_loss: 0.6836 20/1833 [..............................] - ETA: 9:26 - loss: 467.5917 - logits_profile_predictions_loss: 452.4189 - logcount_predictions_loss: 0.6804 21/1833 [..............................] - ETA: 9:26 - loss: 467.6049 - logits_profile_predictions_loss: 452.4979 - logcount_predictions_loss: 0.6774 22/1833 [..............................] - ETA: 9:25 - 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[============================>.] - ETA: 0s - loss: 460.9705 - logits_profile_predictions_loss: 447.1900 - logcount_predictions_loss: 0.6180 1833/1833 [==============================] - ETA: 0s - loss: 460.9699 - logits_profile_predictions_loss: 447.1896 - logcount_predictions_loss: 0.6179 1833/1833 [==============================] - 609s 332ms/step - loss: 460.9693 - logits_profile_predictions_loss: 447.1891 - logcount_predictions_loss: 0.6179 - val_loss: 567.5109 - val_logits_profile_predictions_loss: 551.1088 - val_logcount_predictions_loss: 0.7355 Epoch 00010: val_loss improved from 570.63354 to 567.51093, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 11/50 1/1833 [..............................] - ETA: 9:45 - loss: 533.3254 - logits_profile_predictions_loss: 520.9048 - logcount_predictions_loss: 0.5570 2/1833 [..............................] - ETA: 9:29 - loss: 503.2246 - 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[===>..........................] - ETA: 8:13 - loss: 456.3914 - logits_profile_predictions_loss: 443.4188 - logcount_predictions_loss: 0.5817 265/1833 [===>..........................] - ETA: 8:12 - loss: 456.3913 - logits_profile_predictions_loss: 443.4191 - logcount_predictions_loss: 0.5817 266/1833 [===>..........................] - ETA: 8:12 - loss: 456.3915 - logits_profile_predictions_loss: 443.4196 - logcount_predictions_loss: 0.5817 267/1833 [===>..........................] - ETA: 8:12 - loss: 456.3922 - logits_profile_predictions_loss: 443.4206 - logcount_predictions_loss: 0.5817 268/1833 [===>..........................] - ETA: 8:11 - loss: 456.3924 - logits_profile_predictions_loss: 443.4211 - logcount_predictions_loss: 0.5817 269/1833 [===>..........................] - ETA: 8:11 - loss: 456.3928 - logits_profile_predictions_loss: 443.4218 - logcount_predictions_loss: 0.5817 270/1833 [===>..........................] - ETA: 8:11 - loss: 456.3930 - 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1819/1833 [============================>.] - ETA: 4s - loss: 456.1743 - logits_profile_predictions_loss: 443.2010 - logcount_predictions_loss: 0.5818 1820/1833 [============================>.] - ETA: 4s - loss: 456.1747 - logits_profile_predictions_loss: 443.2014 - logcount_predictions_loss: 0.5818 1821/1833 [============================>.] - ETA: 3s - loss: 456.1751 - logits_profile_predictions_loss: 443.2018 - logcount_predictions_loss: 0.5818 1822/1833 [============================>.] - ETA: 3s - loss: 456.1755 - logits_profile_predictions_loss: 443.2022 - logcount_predictions_loss: 0.5818 1823/1833 [============================>.] - ETA: 3s - loss: 456.1759 - logits_profile_predictions_loss: 443.2025 - logcount_predictions_loss: 0.5818 1824/1833 [============================>.] - ETA: 2s - loss: 456.1762 - logits_profile_predictions_loss: 443.2029 - logcount_predictions_loss: 0.5818 1825/1833 [============================>.] - ETA: 2s - loss: 456.1766 - logits_profile_predictions_loss: 443.2032 - logcount_predictions_loss: 0.5818 1826/1833 [============================>.] - ETA: 2s - loss: 456.1770 - logits_profile_predictions_loss: 443.2036 - logcount_predictions_loss: 0.5818 1827/1833 [============================>.] - ETA: 1s - loss: 456.1773 - logits_profile_predictions_loss: 443.2040 - logcount_predictions_loss: 0.5818 1828/1833 [============================>.] - ETA: 1s - loss: 456.1777 - logits_profile_predictions_loss: 443.2043 - logcount_predictions_loss: 0.5818 1829/1833 [============================>.] - ETA: 1s - loss: 456.1781 - logits_profile_predictions_loss: 443.2047 - logcount_predictions_loss: 0.5818 1830/1833 [============================>.] - ETA: 0s - loss: 456.1784 - logits_profile_predictions_loss: 443.2050 - logcount_predictions_loss: 0.5818 1831/1833 [============================>.] - ETA: 0s - loss: 456.1788 - logits_profile_predictions_loss: 443.2054 - logcount_predictions_loss: 0.5818 1832/1833 [============================>.] - ETA: 0s - loss: 456.1792 - logits_profile_predictions_loss: 443.2058 - logcount_predictions_loss: 0.5818 1833/1833 [==============================] - ETA: 0s - loss: 456.1796 - logits_profile_predictions_loss: 443.2062 - logcount_predictions_loss: 0.5818 1833/1833 [==============================] - 610s 333ms/step - loss: 456.1799 - logits_profile_predictions_loss: 443.2065 - logcount_predictions_loss: 0.5818 - val_loss: 574.0661 - val_logits_profile_predictions_loss: 557.1637 - val_logcount_predictions_loss: 0.7580 Epoch 00011: val_loss did not improve from 567.51093 Epoch 12/50 1/1833 [..............................] - ETA: 9:43 - loss: 417.3969 - logits_profile_predictions_loss: 405.7974 - logcount_predictions_loss: 0.5202 2/1833 [..............................] - ETA: 9:31 - loss: 433.4169 - logits_profile_predictions_loss: 421.7068 - logcount_predictions_loss: 0.5251 3/1833 [..............................] - ETA: 9:30 - loss: 448.8562 - logits_profile_predictions_loss: 436.8490 - logcount_predictions_loss: 0.5384 4/1833 [..............................] - ETA: 9:31 - loss: 452.2399 - logits_profile_predictions_loss: 440.0394 - logcount_predictions_loss: 0.5471 5/1833 [..............................] - ETA: 9:31 - loss: 455.8049 - logits_profile_predictions_loss: 443.4828 - logcount_predictions_loss: 0.5526 6/1833 [..............................] - ETA: 9:30 - loss: 456.1513 - logits_profile_predictions_loss: 443.7219 - logcount_predictions_loss: 0.5574 7/1833 [..............................] - ETA: 9:31 - loss: 455.5662 - logits_profile_predictions_loss: 443.0941 - logcount_predictions_loss: 0.5593 8/1833 [..............................] - ETA: 9:30 - loss: 454.6109 - logits_profile_predictions_loss: 442.1163 - logcount_predictions_loss: 0.5603 9/1833 [..............................] - ETA: 9:30 - loss: 453.6639 - logits_profile_predictions_loss: 441.1640 - logcount_predictions_loss: 0.5605 10/1833 [..............................] - ETA: 9:30 - loss: 452.8425 - logits_profile_predictions_loss: 440.3036 - logcount_predictions_loss: 0.5623 11/1833 [..............................] - ETA: 9:29 - loss: 452.2978 - logits_profile_predictions_loss: 439.6972 - logcount_predictions_loss: 0.5651 12/1833 [..............................] - ETA: 9:29 - loss: 452.1219 - logits_profile_predictions_loss: 439.4922 - logcount_predictions_loss: 0.5664 13/1833 [..............................] - ETA: 9:29 - loss: 452.2895 - logits_profile_predictions_loss: 439.6289 - logcount_predictions_loss: 0.5677 14/1833 [..............................] - ETA: 9:29 - loss: 452.0472 - logits_profile_predictions_loss: 439.3821 - logcount_predictions_loss: 0.5679 15/1833 [..............................] - ETA: 9:28 - loss: 451.9174 - logits_profile_predictions_loss: 439.2473 - logcount_predictions_loss: 0.5682 16/1833 [..............................] - ETA: 9:28 - loss: 451.8192 - logits_profile_predictions_loss: 439.1412 - logcount_predictions_loss: 0.5685 17/1833 [..............................] - ETA: 9:28 - loss: 451.6226 - logits_profile_predictions_loss: 438.9348 - logcount_predictions_loss: 0.5690 18/1833 [..............................] - ETA: 9:27 - loss: 451.4718 - logits_profile_predictions_loss: 438.7592 - logcount_predictions_loss: 0.5701 19/1833 [..............................] - ETA: 9:27 - loss: 451.3360 - logits_profile_predictions_loss: 438.6037 - logcount_predictions_loss: 0.5710 20/1833 [..............................] - ETA: 9:27 - loss: 451.1498 - logits_profile_predictions_loss: 438.4052 - logcount_predictions_loss: 0.5715 21/1833 [..............................] - ETA: 9:27 - loss: 450.9482 - logits_profile_predictions_loss: 438.1891 - logcount_predictions_loss: 0.5722 22/1833 [..............................] - ETA: 9:27 - loss: 450.8415 - logits_profile_predictions_loss: 438.0790 - logcount_predictions_loss: 0.5723 23/1833 [..............................] - ETA: 9:26 - loss: 450.7108 - logits_profile_predictions_loss: 437.9538 - logcount_predictions_loss: 0.5721 24/1833 [..............................] - ETA: 9:26 - loss: 450.6406 - logits_profile_predictions_loss: 437.8911 - logcount_predictions_loss: 0.5717 25/1833 [..............................] - ETA: 9:26 - loss: 450.5792 - logits_profile_predictions_loss: 437.8407 - logcount_predictions_loss: 0.5712 26/1833 [..............................] - ETA: 9:26 - loss: 450.5264 - logits_profile_predictions_loss: 437.8052 - logcount_predictions_loss: 0.5705 27/1833 [..............................] - ETA: 9:25 - loss: 450.5690 - logits_profile_predictions_loss: 437.8676 - logcount_predictions_loss: 0.5696 28/1833 [..............................] - ETA: 9:25 - loss: 450.6503 - logits_profile_predictions_loss: 437.9667 - logcount_predictions_loss: 0.5688 29/1833 [..............................] - ETA: 9:25 - loss: 450.7503 - logits_profile_predictions_loss: 438.0830 - logcount_predictions_loss: 0.5680 30/1833 [..............................] - ETA: 9:24 - loss: 450.9131 - logits_profile_predictions_loss: 438.2599 - logcount_predictions_loss: 0.5674 31/1833 [..............................] - ETA: 9:24 - loss: 451.1022 - logits_profile_predictions_loss: 438.4605 - logcount_predictions_loss: 0.5669 32/1833 [..............................] - ETA: 9:24 - loss: 451.3524 - logits_profile_predictions_loss: 438.7223 - logcount_predictions_loss: 0.5664 33/1833 [..............................] - ETA: 9:24 - loss: 451.5566 - logits_profile_predictions_loss: 438.9396 - logcount_predictions_loss: 0.5658 34/1833 [..............................] - ETA: 9:23 - loss: 451.7128 - logits_profile_predictions_loss: 439.1109 - logcount_predictions_loss: 0.5651 35/1833 [..............................] - ETA: 9:23 - loss: 451.7954 - logits_profile_predictions_loss: 439.2078 - logcount_predictions_loss: 0.5645 36/1833 [..............................] - ETA: 9:23 - loss: 451.8357 - logits_profile_predictions_loss: 439.2631 - logcount_predictions_loss: 0.5638 37/1833 [..............................] - ETA: 9:22 - loss: 451.8910 - logits_profile_predictions_loss: 439.3319 - logcount_predictions_loss: 0.5632 38/1833 [..............................] - ETA: 9:22 - loss: 451.8934 - logits_profile_predictions_loss: 439.3494 - logcount_predictions_loss: 0.5625 39/1833 [..............................] - ETA: 9:22 - loss: 451.8570 - logits_profile_predictions_loss: 439.3280 - logcount_predictions_loss: 0.5618 40/1833 [..............................] - ETA: 9:22 - loss: 451.8334 - logits_profile_predictions_loss: 439.3167 - logcount_predictions_loss: 0.5613 41/1833 [..............................] - ETA: 9:21 - loss: 451.8661 - logits_profile_predictions_loss: 439.3627 - logcount_predictions_loss: 0.5607 42/1833 [..............................] - ETA: 9:21 - loss: 451.8700 - logits_profile_predictions_loss: 439.3767 - logcount_predictions_loss: 0.5602 43/1833 [..............................] - ETA: 9:21 - loss: 451.8936 - logits_profile_predictions_loss: 439.4105 - logcount_predictions_loss: 0.5598 44/1833 [..............................] - ETA: 9:20 - loss: 451.8786 - logits_profile_predictions_loss: 439.4056 - logcount_predictions_loss: 0.5593 45/1833 [..............................] - ETA: 9:20 - loss: 451.8770 - logits_profile_predictions_loss: 439.4140 - logcount_predictions_loss: 0.5589 46/1833 [..............................] - ETA: 9:20 - loss: 451.8728 - logits_profile_predictions_loss: 439.4196 - logcount_predictions_loss: 0.5584 47/1833 [..............................] - ETA: 9:19 - loss: 451.8902 - logits_profile_predictions_loss: 439.4451 - logcount_predictions_loss: 0.5581 48/1833 [..............................] - ETA: 9:19 - loss: 451.8943 - logits_profile_predictions_loss: 439.4561 - logcount_predictions_loss: 0.5578 49/1833 [..............................] - ETA: 9:19 - loss: 451.9003 - logits_profile_predictions_loss: 439.4681 - logcount_predictions_loss: 0.5575 50/1833 [..............................] - ETA: 9:19 - loss: 451.8997 - logits_profile_predictions_loss: 439.4734 - logcount_predictions_loss: 0.5572 51/1833 [..............................] - ETA: 9:18 - loss: 451.9061 - logits_profile_predictions_loss: 439.4846 - logcount_predictions_loss: 0.5570 52/1833 [..............................] - ETA: 9:18 - loss: 451.9435 - logits_profile_predictions_loss: 439.5247 - logcount_predictions_loss: 0.5569 53/1833 [..............................] - ETA: 9:18 - loss: 451.9879 - logits_profile_predictions_loss: 439.5719 - logcount_predictions_loss: 0.5568 54/1833 [..............................] - ETA: 9:17 - loss: 452.0183 - logits_profile_predictions_loss: 439.6043 - logcount_predictions_loss: 0.5567 55/1833 [..............................] - ETA: 9:17 - loss: 452.0196 - logits_profile_predictions_loss: 439.6063 - logcount_predictions_loss: 0.5567 56/1833 [..............................] - ETA: 9:17 - loss: 452.0355 - logits_profile_predictions_loss: 439.6238 - logcount_predictions_loss: 0.5566 57/1833 [..............................] - ETA: 9:16 - loss: 452.0601 - logits_profile_predictions_loss: 439.6496 - logcount_predictions_loss: 0.5565 58/1833 [..............................] - ETA: 9:16 - loss: 452.0709 - logits_profile_predictions_loss: 439.6615 - logcount_predictions_loss: 0.5565 59/1833 [..............................] - ETA: 9:16 - loss: 452.0880 - logits_profile_predictions_loss: 439.6793 - logcount_predictions_loss: 0.5564 60/1833 [..............................] - ETA: 9:16 - loss: 452.1242 - logits_profile_predictions_loss: 439.7167 - logcount_predictions_loss: 0.5564 61/1833 [..............................] - ETA: 9:15 - loss: 452.1691 - logits_profile_predictions_loss: 439.7634 - logcount_predictions_loss: 0.5563 62/1833 [>.............................] - ETA: 9:15 - loss: 452.2092 - logits_profile_predictions_loss: 439.8044 - logcount_predictions_loss: 0.5563 63/1833 [>.............................] - ETA: 9:15 - loss: 452.2631 - logits_profile_predictions_loss: 439.8593 - logcount_predictions_loss: 0.5562 64/1833 [>.............................] - ETA: 9:14 - loss: 452.3121 - logits_profile_predictions_loss: 439.9099 - logcount_predictions_loss: 0.5562 65/1833 [>.............................] - ETA: 9:14 - loss: 452.3719 - logits_profile_predictions_loss: 439.9708 - logcount_predictions_loss: 0.5561 66/1833 [>.............................] - ETA: 9:14 - loss: 452.4394 - logits_profile_predictions_loss: 440.0399 - logcount_predictions_loss: 0.5560 67/1833 [>.............................] - ETA: 9:13 - loss: 452.5097 - logits_profile_predictions_loss: 440.1116 - logcount_predictions_loss: 0.5560 68/1833 [>.............................] - ETA: 9:13 - loss: 452.5829 - logits_profile_predictions_loss: 440.1857 - logcount_predictions_loss: 0.5559 69/1833 [>.............................] - ETA: 9:13 - loss: 452.6556 - logits_profile_predictions_loss: 440.2584 - logcount_predictions_loss: 0.5559 70/1833 [>.............................] - ETA: 9:12 - loss: 452.7269 - logits_profile_predictions_loss: 440.3295 - logcount_predictions_loss: 0.5559 71/1833 [>.............................] - ETA: 9:12 - loss: 452.7914 - logits_profile_predictions_loss: 440.3942 - logcount_predictions_loss: 0.5559 72/1833 [>.............................] - ETA: 9:12 - loss: 452.8560 - logits_profile_predictions_loss: 440.4582 - logcount_predictions_loss: 0.5560 73/1833 [>.............................] - ETA: 9:12 - loss: 452.9108 - logits_profile_predictions_loss: 440.5122 - logcount_predictions_loss: 0.5560 74/1833 [>.............................] - ETA: 9:11 - loss: 452.9640 - logits_profile_predictions_loss: 440.5652 - logcount_predictions_loss: 0.5560 75/1833 [>.............................] - ETA: 9:11 - loss: 453.0116 - logits_profile_predictions_loss: 440.6126 - logcount_predictions_loss: 0.5560 76/1833 [>.............................] - ETA: 9:11 - loss: 453.0696 - logits_profile_predictions_loss: 440.6703 - logcount_predictions_loss: 0.5560 77/1833 [>.............................] - ETA: 9:10 - loss: 453.1243 - logits_profile_predictions_loss: 440.7239 - logcount_predictions_loss: 0.5561 78/1833 [>.............................] - ETA: 9:10 - loss: 453.1755 - logits_profile_predictions_loss: 440.7744 - logcount_predictions_loss: 0.5561 79/1833 [>.............................] - ETA: 9:10 - loss: 453.2314 - logits_profile_predictions_loss: 440.8299 - logcount_predictions_loss: 0.5561 80/1833 [>.............................] - ETA: 9:09 - loss: 453.2892 - logits_profile_predictions_loss: 440.8879 - logcount_predictions_loss: 0.5561 81/1833 [>.............................] - ETA: 9:09 - loss: 453.3511 - logits_profile_predictions_loss: 440.9503 - logcount_predictions_loss: 0.5561 82/1833 [>.............................] - ETA: 9:09 - loss: 453.4141 - logits_profile_predictions_loss: 441.0138 - logcount_predictions_loss: 0.5561 83/1833 [>.............................] - ETA: 9:09 - loss: 453.4783 - logits_profile_predictions_loss: 441.0788 - logcount_predictions_loss: 0.5560 84/1833 [>.............................] - ETA: 9:08 - loss: 453.5522 - logits_profile_predictions_loss: 441.1536 - logcount_predictions_loss: 0.5560 85/1833 [>.............................] - ETA: 9:08 - loss: 453.6329 - logits_profile_predictions_loss: 441.2351 - logcount_predictions_loss: 0.5560 86/1833 [>.............................] - ETA: 9:08 - loss: 453.7075 - logits_profile_predictions_loss: 441.3110 - logcount_predictions_loss: 0.5559 87/1833 [>.............................] - ETA: 9:07 - loss: 453.7759 - logits_profile_predictions_loss: 441.3809 - logcount_predictions_loss: 0.5558 88/1833 [>.............................] - ETA: 9:07 - loss: 453.8399 - logits_profile_predictions_loss: 441.4467 - logcount_predictions_loss: 0.5558 89/1833 [>.............................] - ETA: 9:07 - loss: 453.9040 - logits_profile_predictions_loss: 441.5124 - logcount_predictions_loss: 0.5557 90/1833 [>.............................] - ETA: 9:06 - loss: 453.9702 - logits_profile_predictions_loss: 441.5803 - logcount_predictions_loss: 0.5556 91/1833 [>.............................] - ETA: 9:06 - loss: 454.0318 - logits_profile_predictions_loss: 441.6434 - logcount_predictions_loss: 0.5555 92/1833 [>.............................] - ETA: 9:06 - loss: 454.0948 - logits_profile_predictions_loss: 441.7080 - logcount_predictions_loss: 0.5555 93/1833 [>.............................] - ETA: 9:06 - loss: 454.1541 - logits_profile_predictions_loss: 441.7683 - logcount_predictions_loss: 0.5554 94/1833 [>.............................] - ETA: 9:05 - loss: 454.2102 - logits_profile_predictions_loss: 441.8254 - logcount_predictions_loss: 0.5554 95/1833 [>.............................] - ETA: 9:05 - loss: 454.2660 - logits_profile_predictions_loss: 441.8822 - logcount_predictions_loss: 0.5553 96/1833 [>.............................] - ETA: 9:05 - loss: 454.3180 - logits_profile_predictions_loss: 441.9347 - logcount_predictions_loss: 0.5553 97/1833 [>.............................] - ETA: 9:04 - loss: 454.3696 - logits_profile_predictions_loss: 441.9866 - logcount_predictions_loss: 0.5553 98/1833 [>.............................] - ETA: 9:04 - loss: 454.4165 - logits_profile_predictions_loss: 442.0340 - logcount_predictions_loss: 0.5553 99/1833 [>.............................] - ETA: 9:04 - loss: 454.4558 - logits_profile_predictions_loss: 442.0737 - logcount_predictions_loss: 0.5553 100/1833 [>.............................] - ETA: 9:03 - loss: 454.4897 - logits_profile_predictions_loss: 442.1078 - logcount_predictions_loss: 0.5552 101/1833 [>.............................] - ETA: 9:03 - loss: 454.5209 - logits_profile_predictions_loss: 442.1397 - logcount_predictions_loss: 0.5552 102/1833 [>.............................] - ETA: 9:03 - loss: 454.5488 - logits_profile_predictions_loss: 442.1687 - logcount_predictions_loss: 0.5552 103/1833 [>.............................] - ETA: 9:02 - loss: 454.5832 - logits_profile_predictions_loss: 442.2037 - logcount_predictions_loss: 0.5551 104/1833 [>.............................] - ETA: 9:02 - loss: 454.6194 - logits_profile_predictions_loss: 442.2404 - logcount_predictions_loss: 0.5551 105/1833 [>.............................] - ETA: 9:02 - loss: 454.6519 - logits_profile_predictions_loss: 442.2737 - logcount_predictions_loss: 0.5551 106/1833 [>.............................] - ETA: 9:02 - loss: 454.6887 - logits_profile_predictions_loss: 442.3111 - logcount_predictions_loss: 0.5550 107/1833 [>.............................] - ETA: 9:01 - loss: 454.7250 - logits_profile_predictions_loss: 442.3477 - logcount_predictions_loss: 0.5550 108/1833 [>.............................] - ETA: 9:01 - loss: 454.7587 - logits_profile_predictions_loss: 442.3820 - logcount_predictions_loss: 0.5550 109/1833 [>.............................] - ETA: 9:01 - loss: 454.7933 - logits_profile_predictions_loss: 442.4171 - logcount_predictions_loss: 0.5550 110/1833 [>.............................] - ETA: 9:00 - loss: 454.8222 - logits_profile_predictions_loss: 442.4467 - logcount_predictions_loss: 0.5550 111/1833 [>.............................] - ETA: 9:00 - loss: 454.8496 - logits_profile_predictions_loss: 442.4749 - logcount_predictions_loss: 0.5549 112/1833 [>.............................] - ETA: 9:00 - loss: 454.8773 - logits_profile_predictions_loss: 442.5035 - logcount_predictions_loss: 0.5549 113/1833 [>.............................] - ETA: 8:59 - loss: 454.9033 - logits_profile_predictions_loss: 442.5304 - logcount_predictions_loss: 0.5548 114/1833 [>.............................] - ETA: 8:59 - loss: 454.9287 - logits_profile_predictions_loss: 442.5562 - logcount_predictions_loss: 0.5548 115/1833 [>.............................] - ETA: 8:59 - loss: 454.9517 - logits_profile_predictions_loss: 442.5796 - logcount_predictions_loss: 0.5548 116/1833 [>.............................] - ETA: 8:59 - loss: 454.9710 - logits_profile_predictions_loss: 442.5996 - logcount_predictions_loss: 0.5548 117/1833 [>.............................] - ETA: 8:58 - loss: 454.9926 - logits_profile_predictions_loss: 442.6219 - logcount_predictions_loss: 0.5547 118/1833 [>.............................] - ETA: 8:58 - loss: 455.0118 - logits_profile_predictions_loss: 442.6420 - logcount_predictions_loss: 0.5547 119/1833 [>.............................] - ETA: 8:58 - loss: 455.0311 - logits_profile_predictions_loss: 442.6621 - logcount_predictions_loss: 0.5547 120/1833 [>.............................] - ETA: 8:57 - loss: 455.0530 - logits_profile_predictions_loss: 442.6847 - logcount_predictions_loss: 0.5546 121/1833 [>.............................] - ETA: 8:57 - loss: 455.0760 - logits_profile_predictions_loss: 442.7080 - logcount_predictions_loss: 0.5546 122/1833 [>.............................] - ETA: 8:57 - loss: 455.0989 - logits_profile_predictions_loss: 442.7316 - logcount_predictions_loss: 0.5546 123/1833 [=>............................] - ETA: 8:56 - loss: 455.1239 - logits_profile_predictions_loss: 442.7570 - logcount_predictions_loss: 0.5546 124/1833 [=>............................] - ETA: 8:56 - loss: 455.1500 - logits_profile_predictions_loss: 442.7834 - logcount_predictions_loss: 0.5546 125/1833 [=>............................] - ETA: 8:56 - loss: 455.1744 - logits_profile_predictions_loss: 442.8081 - logcount_predictions_loss: 0.5545 126/1833 [=>............................] - ETA: 8:55 - loss: 455.1957 - logits_profile_predictions_loss: 442.8298 - logcount_predictions_loss: 0.5545 127/1833 [=>............................] - ETA: 8:55 - loss: 455.2163 - logits_profile_predictions_loss: 442.8508 - logcount_predictions_loss: 0.5545 128/1833 [=>............................] - ETA: 8:55 - loss: 455.2362 - logits_profile_predictions_loss: 442.8710 - logcount_predictions_loss: 0.5545 129/1833 [=>............................] - ETA: 8:55 - loss: 455.2506 - logits_profile_predictions_loss: 442.8858 - logcount_predictions_loss: 0.5545 130/1833 [=>............................] - ETA: 8:54 - loss: 455.2659 - logits_profile_predictions_loss: 442.9015 - logcount_predictions_loss: 0.5545 131/1833 [=>............................] - ETA: 8:54 - loss: 455.2796 - logits_profile_predictions_loss: 442.9156 - logcount_predictions_loss: 0.5544 132/1833 [=>............................] - ETA: 8:54 - loss: 455.2987 - logits_profile_predictions_loss: 442.9348 - logcount_predictions_loss: 0.5544 133/1833 [=>............................] - ETA: 8:53 - loss: 455.3181 - logits_profile_predictions_loss: 442.9543 - logcount_predictions_loss: 0.5544 134/1833 [=>............................] - ETA: 8:53 - loss: 455.3363 - logits_profile_predictions_loss: 442.9727 - logcount_predictions_loss: 0.5544 135/1833 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logits_profile_predictions_loss: 443.3225 - logcount_predictions_loss: 0.5544 155/1833 [=>............................] - ETA: 8:47 - loss: 455.6987 - logits_profile_predictions_loss: 443.3365 - logcount_predictions_loss: 0.5544 156/1833 [=>............................] - ETA: 8:46 - loss: 455.7133 - logits_profile_predictions_loss: 443.3510 - logcount_predictions_loss: 0.5544 157/1833 [=>............................] - ETA: 8:46 - loss: 455.7291 - logits_profile_predictions_loss: 443.3665 - logcount_predictions_loss: 0.5544 158/1833 [=>............................] - ETA: 8:46 - loss: 455.7472 - logits_profile_predictions_loss: 443.3843 - logcount_predictions_loss: 0.5544 159/1833 [=>............................] - ETA: 8:45 - loss: 455.7650 - logits_profile_predictions_loss: 443.4019 - logcount_predictions_loss: 0.5544 160/1833 [=>............................] - ETA: 8:45 - loss: 455.7844 - logits_profile_predictions_loss: 443.4210 - logcount_predictions_loss: 0.5544 161/1833 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logits_profile_predictions_loss: 444.1998 - logcount_predictions_loss: 0.5581 298/1833 [===>..........................] - ETA: 8:03 - loss: 456.6436 - logits_profile_predictions_loss: 444.1978 - logcount_predictions_loss: 0.5581 299/1833 [===>..........................] - ETA: 8:03 - loss: 456.6416 - logits_profile_predictions_loss: 444.1957 - logcount_predictions_loss: 0.5581 300/1833 [===>..........................] - ETA: 8:02 - loss: 456.6385 - logits_profile_predictions_loss: 444.1924 - logcount_predictions_loss: 0.5581 301/1833 [===>..........................] - ETA: 8:02 - loss: 456.6349 - logits_profile_predictions_loss: 444.1886 - logcount_predictions_loss: 0.5581 302/1833 [===>..........................] - ETA: 8:02 - loss: 456.6309 - logits_profile_predictions_loss: 444.1845 - logcount_predictions_loss: 0.5581 303/1833 [===>..........................] - ETA: 8:01 - loss: 456.6265 - logits_profile_predictions_loss: 444.1798 - logcount_predictions_loss: 0.5581 304/1833 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logits_profile_predictions_loss: 444.1488 - logcount_predictions_loss: 0.5582 311/1833 [====>.........................] - ETA: 7:59 - loss: 456.5929 - logits_profile_predictions_loss: 444.1438 - logcount_predictions_loss: 0.5582 312/1833 [====>.........................] - ETA: 7:58 - loss: 456.5882 - logits_profile_predictions_loss: 444.1388 - logcount_predictions_loss: 0.5583 313/1833 [====>.........................] - ETA: 7:58 - loss: 456.5833 - logits_profile_predictions_loss: 444.1335 - logcount_predictions_loss: 0.5583 314/1833 [====>.........................] - ETA: 7:58 - loss: 456.5788 - logits_profile_predictions_loss: 444.1288 - logcount_predictions_loss: 0.5583 315/1833 [====>.........................] - ETA: 7:58 - loss: 456.5748 - logits_profile_predictions_loss: 444.1244 - logcount_predictions_loss: 0.5583 316/1833 [====>.........................] - ETA: 7:57 - loss: 456.5714 - logits_profile_predictions_loss: 444.1208 - logcount_predictions_loss: 0.5583 317/1833 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logits_profile_predictions_loss: 444.0918 - logcount_predictions_loss: 0.5584 324/1833 [====>.........................] - ETA: 7:55 - loss: 456.5406 - logits_profile_predictions_loss: 444.0874 - logcount_predictions_loss: 0.5584 325/1833 [====>.........................] - ETA: 7:54 - loss: 456.5365 - logits_profile_predictions_loss: 444.0830 - logcount_predictions_loss: 0.5584 326/1833 [====>.........................] - ETA: 7:54 - loss: 456.5328 - logits_profile_predictions_loss: 444.0790 - logcount_predictions_loss: 0.5585 327/1833 [====>.........................] - ETA: 7:54 - loss: 456.5293 - logits_profile_predictions_loss: 444.0753 - logcount_predictions_loss: 0.5585 328/1833 [====>.........................] - ETA: 7:54 - loss: 456.5261 - logits_profile_predictions_loss: 444.0718 - logcount_predictions_loss: 0.5585 329/1833 [====>.........................] - ETA: 7:53 - loss: 456.5224 - logits_profile_predictions_loss: 444.0679 - logcount_predictions_loss: 0.5585 330/1833 [====>.........................] - ETA: 7:53 - loss: 456.5187 - logits_profile_predictions_loss: 444.0639 - logcount_predictions_loss: 0.5585 331/1833 [====>.........................] - ETA: 7:53 - loss: 456.5153 - logits_profile_predictions_loss: 444.0603 - logcount_predictions_loss: 0.5585 332/1833 [====>.........................] - ETA: 7:52 - loss: 456.5115 - logits_profile_predictions_loss: 444.0563 - logcount_predictions_loss: 0.5585 333/1833 [====>.........................] - ETA: 7:52 - loss: 456.5076 - logits_profile_predictions_loss: 444.0521 - logcount_predictions_loss: 0.5585 334/1833 [====>.........................] - ETA: 7:52 - loss: 456.5032 - logits_profile_predictions_loss: 444.0475 - logcount_predictions_loss: 0.5585 335/1833 [====>.........................] - ETA: 7:51 - loss: 456.4986 - logits_profile_predictions_loss: 444.0427 - logcount_predictions_loss: 0.5586 336/1833 [====>.........................] - ETA: 7:51 - loss: 456.4949 - logits_profile_predictions_loss: 444.0387 - logcount_predictions_loss: 0.5586 337/1833 [====>.........................] - ETA: 7:51 - loss: 456.4917 - logits_profile_predictions_loss: 444.0353 - logcount_predictions_loss: 0.5586 338/1833 [====>.........................] - ETA: 7:50 - loss: 456.4889 - logits_profile_predictions_loss: 444.0323 - logcount_predictions_loss: 0.5586 339/1833 [====>.........................] - ETA: 7:50 - loss: 456.4865 - logits_profile_predictions_loss: 444.0298 - logcount_predictions_loss: 0.5586 340/1833 [====>.........................] - ETA: 7:50 - loss: 456.4843 - logits_profile_predictions_loss: 444.0274 - logcount_predictions_loss: 0.5586 341/1833 [====>.........................] - ETA: 7:49 - loss: 456.4816 - logits_profile_predictions_loss: 444.0247 - logcount_predictions_loss: 0.5586 342/1833 [====>.........................] - ETA: 7:49 - loss: 456.4793 - logits_profile_predictions_loss: 444.0222 - logcount_predictions_loss: 0.5586 343/1833 [====>.........................] - ETA: 7:49 - loss: 456.4771 - logits_profile_predictions_loss: 444.0200 - logcount_predictions_loss: 0.5586 344/1833 [====>.........................] - ETA: 7:49 - loss: 456.4757 - logits_profile_predictions_loss: 444.0184 - logcount_predictions_loss: 0.5586 345/1833 [====>.........................] - ETA: 7:48 - loss: 456.4745 - logits_profile_predictions_loss: 444.0170 - logcount_predictions_loss: 0.5586 346/1833 [====>.........................] - ETA: 7:48 - loss: 456.4733 - logits_profile_predictions_loss: 444.0157 - logcount_predictions_loss: 0.5586 347/1833 [====>.........................] - ETA: 7:48 - loss: 456.4718 - logits_profile_predictions_loss: 444.0140 - logcount_predictions_loss: 0.5586 348/1833 [====>.........................] - ETA: 7:47 - loss: 456.4701 - logits_profile_predictions_loss: 444.0122 - logcount_predictions_loss: 0.5586 349/1833 [====>.........................] - ETA: 7:47 - loss: 456.4688 - logits_profile_predictions_loss: 444.0106 - logcount_predictions_loss: 0.5587 350/1833 [====>.........................] - ETA: 7:47 - loss: 456.4669 - logits_profile_predictions_loss: 444.0086 - logcount_predictions_loss: 0.5587 351/1833 [====>.........................] - ETA: 7:46 - loss: 456.4648 - logits_profile_predictions_loss: 444.0064 - logcount_predictions_loss: 0.5587 352/1833 [====>.........................] - ETA: 7:46 - loss: 456.4625 - logits_profile_predictions_loss: 444.0039 - logcount_predictions_loss: 0.5587 353/1833 [====>.........................] - ETA: 7:46 - loss: 456.4600 - logits_profile_predictions_loss: 444.0011 - logcount_predictions_loss: 0.5587 354/1833 [====>.........................] - ETA: 7:45 - loss: 456.4576 - logits_profile_predictions_loss: 443.9986 - logcount_predictions_loss: 0.5587 355/1833 [====>.........................] - ETA: 7:45 - loss: 456.4550 - logits_profile_predictions_loss: 443.9958 - logcount_predictions_loss: 0.5587 356/1833 [====>.........................] - ETA: 7:45 - loss: 456.4533 - logits_profile_predictions_loss: 443.9939 - logcount_predictions_loss: 0.5587 357/1833 [====>.........................] - ETA: 7:45 - loss: 456.4509 - logits_profile_predictions_loss: 443.9913 - logcount_predictions_loss: 0.5587 358/1833 [====>.........................] - ETA: 7:44 - loss: 456.4485 - logits_profile_predictions_loss: 443.9887 - logcount_predictions_loss: 0.5587 359/1833 [====>.........................] - ETA: 7:44 - loss: 456.4459 - logits_profile_predictions_loss: 443.9860 - logcount_predictions_loss: 0.5587 360/1833 [====>.........................] - ETA: 7:44 - loss: 456.4432 - logits_profile_predictions_loss: 443.9831 - logcount_predictions_loss: 0.5587 361/1833 [====>.........................] - ETA: 7:43 - loss: 456.4408 - logits_profile_predictions_loss: 443.9805 - logcount_predictions_loss: 0.5587 362/1833 [====>.........................] - ETA: 7:43 - loss: 456.4385 - logits_profile_predictions_loss: 443.9780 - logcount_predictions_loss: 0.5588 363/1833 [====>.........................] - ETA: 7:43 - loss: 456.4365 - logits_profile_predictions_loss: 443.9758 - logcount_predictions_loss: 0.5588 364/1833 [====>.........................] - ETA: 7:42 - loss: 456.4349 - logits_profile_predictions_loss: 443.9741 - logcount_predictions_loss: 0.5588 365/1833 [====>.........................] - ETA: 7:42 - loss: 456.4332 - logits_profile_predictions_loss: 443.9722 - logcount_predictions_loss: 0.5588 366/1833 [====>.........................] - ETA: 7:42 - loss: 456.4316 - logits_profile_predictions_loss: 443.9704 - logcount_predictions_loss: 0.5588 367/1833 [=====>........................] - ETA: 7:41 - loss: 456.4305 - logits_profile_predictions_loss: 443.9692 - logcount_predictions_loss: 0.5588 368/1833 [=====>........................] - ETA: 7:41 - loss: 456.4294 - logits_profile_predictions_loss: 443.9679 - logcount_predictions_loss: 0.5588 369/1833 [=====>........................] - ETA: 7:41 - loss: 456.4286 - logits_profile_predictions_loss: 443.9669 - logcount_predictions_loss: 0.5588 370/1833 [=====>........................] - ETA: 7:40 - loss: 456.4280 - logits_profile_predictions_loss: 443.9663 - logcount_predictions_loss: 0.5588 371/1833 [=====>........................] - ETA: 7:40 - loss: 456.4272 - logits_profile_predictions_loss: 443.9653 - logcount_predictions_loss: 0.5588 372/1833 [=====>........................] - ETA: 7:40 - loss: 456.4260 - logits_profile_predictions_loss: 443.9639 - logcount_predictions_loss: 0.5588 373/1833 [=====>........................] - ETA: 7:40 - loss: 456.4248 - logits_profile_predictions_loss: 443.9626 - logcount_predictions_loss: 0.5588 374/1833 [=====>........................] - ETA: 7:39 - loss: 456.4238 - logits_profile_predictions_loss: 443.9614 - logcount_predictions_loss: 0.5588 375/1833 [=====>........................] - ETA: 7:39 - loss: 456.4221 - logits_profile_predictions_loss: 443.9596 - logcount_predictions_loss: 0.5588 376/1833 [=====>........................] - ETA: 7:39 - loss: 456.4200 - logits_profile_predictions_loss: 443.9573 - logcount_predictions_loss: 0.5589 377/1833 [=====>........................] - ETA: 7:38 - loss: 456.4181 - logits_profile_predictions_loss: 443.9553 - logcount_predictions_loss: 0.5589 378/1833 [=====>........................] - ETA: 7:38 - loss: 456.4158 - logits_profile_predictions_loss: 443.9528 - logcount_predictions_loss: 0.5589 379/1833 [=====>........................] - ETA: 7:38 - loss: 456.4137 - logits_profile_predictions_loss: 443.9506 - logcount_predictions_loss: 0.5589 380/1833 [=====>........................] - ETA: 7:37 - loss: 456.4116 - logits_profile_predictions_loss: 443.9482 - logcount_predictions_loss: 0.5589 381/1833 [=====>........................] - ETA: 7:37 - loss: 456.4094 - logits_profile_predictions_loss: 443.9459 - logcount_predictions_loss: 0.5589 382/1833 [=====>........................] - ETA: 7:37 - loss: 456.4070 - logits_profile_predictions_loss: 443.9433 - logcount_predictions_loss: 0.5589 383/1833 [=====>........................] - ETA: 7:36 - loss: 456.4050 - logits_profile_predictions_loss: 443.9412 - logcount_predictions_loss: 0.5589 384/1833 [=====>........................] - ETA: 7:36 - loss: 456.4029 - logits_profile_predictions_loss: 443.9389 - logcount_predictions_loss: 0.5589 385/1833 [=====>........................] - ETA: 7:36 - loss: 456.4007 - logits_profile_predictions_loss: 443.9366 - logcount_predictions_loss: 0.5589 386/1833 [=====>........................] - ETA: 7:35 - loss: 456.3986 - logits_profile_predictions_loss: 443.9343 - logcount_predictions_loss: 0.5589 387/1833 [=====>........................] - ETA: 7:35 - loss: 456.3965 - logits_profile_predictions_loss: 443.9320 - logcount_predictions_loss: 0.5589 388/1833 [=====>........................] - ETA: 7:35 - loss: 456.3946 - logits_profile_predictions_loss: 443.9300 - logcount_predictions_loss: 0.5589 389/1833 [=====>........................] - ETA: 7:35 - loss: 456.3927 - logits_profile_predictions_loss: 443.9279 - logcount_predictions_loss: 0.5590 390/1833 [=====>........................] - ETA: 7:34 - loss: 456.3908 - logits_profile_predictions_loss: 443.9259 - logcount_predictions_loss: 0.5590 391/1833 [=====>........................] - ETA: 7:34 - loss: 456.3890 - logits_profile_predictions_loss: 443.9239 - logcount_predictions_loss: 0.5590 392/1833 [=====>........................] - ETA: 7:34 - loss: 456.3871 - logits_profile_predictions_loss: 443.9220 - logcount_predictions_loss: 0.5590 393/1833 [=====>........................] - ETA: 7:33 - loss: 456.3850 - logits_profile_predictions_loss: 443.9197 - logcount_predictions_loss: 0.5590 394/1833 [=====>........................] - ETA: 7:33 - loss: 456.3827 - logits_profile_predictions_loss: 443.9173 - logcount_predictions_loss: 0.5590 395/1833 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[============================>.] - ETA: 10s - loss: 454.5278 - logits_profile_predictions_loss: 442.0288 - logcount_predictions_loss: 0.5605 1801/1833 [============================>.] - ETA: 10s - loss: 454.5272 - logits_profile_predictions_loss: 442.0282 - logcount_predictions_loss: 0.5605 1802/1833 [============================>.] - ETA: 9s - loss: 454.5266 - logits_profile_predictions_loss: 442.0276 - logcount_predictions_loss: 0.5605  1803/1833 [============================>.] - ETA: 9s - loss: 454.5260 - logits_profile_predictions_loss: 442.0270 - logcount_predictions_loss: 0.5605 1804/1833 [============================>.] - ETA: 9s - loss: 454.5254 - logits_profile_predictions_loss: 442.0264 - logcount_predictions_loss: 0.5605 1805/1833 [============================>.] - ETA: 8s - loss: 454.5248 - logits_profile_predictions_loss: 442.0257 - logcount_predictions_loss: 0.5605 1806/1833 [============================>.] - ETA: 8s - loss: 454.5242 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 454.5078 - logits_profile_predictions_loss: 442.0083 - logcount_predictions_loss: 0.5605 1833/1833 [==============================] - 611s 333ms/step - loss: 454.5072 - logits_profile_predictions_loss: 442.0076 - logcount_predictions_loss: 0.5605 - val_loss: 565.4541 - val_logits_profile_predictions_loss: 549.8618 - val_logcount_predictions_loss: 0.6992 Epoch 00012: val_loss improved from 567.51093 to 565.45410, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 13/50 1/1833 [..............................] - ETA: 9:44 - loss: 572.1150 - logits_profile_predictions_loss: 560.9956 - logcount_predictions_loss: 0.4986 2/1833 [..............................] - ETA: 9:30 - loss: 538.9039 - logits_profile_predictions_loss: 527.2788 - logcount_predictions_loss: 0.5213 3/1833 [..............................] - ETA: 9:31 - loss: 520.7270 - logits_profile_predictions_loss: 509.3598 - logcount_predictions_loss: 0.5097 4/1833 [..............................] - ETA: 9:31 - loss: 510.7042 - logits_profile_predictions_loss: 499.6175 - logcount_predictions_loss: 0.4972 5/1833 [..............................] - ETA: 9:31 - loss: 503.3357 - logits_profile_predictions_loss: 492.4616 - logcount_predictions_loss: 0.4876 6/1833 [..............................] - ETA: 9:30 - loss: 496.5100 - logits_profile_predictions_loss: 485.4320 - logcount_predictions_loss: 0.4968 7/1833 [..............................] - ETA: 9:31 - loss: 491.3107 - logits_profile_predictions_loss: 480.1293 - logcount_predictions_loss: 0.5014 8/1833 [..............................] - ETA: 9:30 - loss: 485.7417 - logits_profile_predictions_loss: 474.4706 - logcount_predictions_loss: 0.5054 9/1833 [..............................] - ETA: 9:30 - loss: 480.9221 - logits_profile_predictions_loss: 469.6293 - logcount_predictions_loss: 0.5064 10/1833 [..............................] - ETA: 9:30 - loss: 477.2992 - logits_profile_predictions_loss: 465.9593 - logcount_predictions_loss: 0.5085 11/1833 [..............................] - ETA: 9:30 - loss: 475.0569 - logits_profile_predictions_loss: 463.6890 - logcount_predictions_loss: 0.5098 12/1833 [..............................] - ETA: 9:30 - loss: 473.4695 - logits_profile_predictions_loss: 462.0776 - logcount_predictions_loss: 0.5108 13/1833 [..............................] - ETA: 9:29 - loss: 471.9125 - logits_profile_predictions_loss: 460.4825 - logcount_predictions_loss: 0.5126 14/1833 [..............................] - ETA: 9:29 - loss: 470.9212 - logits_profile_predictions_loss: 459.4357 - logcount_predictions_loss: 0.5150 15/1833 [..............................] - ETA: 9:29 - loss: 470.1298 - logits_profile_predictions_loss: 458.6005 - logcount_predictions_loss: 0.5170 16/1833 [..............................] - ETA: 9:28 - loss: 469.3947 - logits_profile_predictions_loss: 457.8257 - logcount_predictions_loss: 0.5188 17/1833 [..............................] - ETA: 9:28 - loss: 468.7069 - logits_profile_predictions_loss: 457.0978 - logcount_predictions_loss: 0.5206 18/1833 [..............................] - ETA: 9:28 - loss: 467.9554 - logits_profile_predictions_loss: 456.3065 - logcount_predictions_loss: 0.5224 19/1833 [..............................] - ETA: 9:28 - loss: 467.2463 - logits_profile_predictions_loss: 455.5652 - logcount_predictions_loss: 0.5238 20/1833 [..............................] - ETA: 9:27 - loss: 466.5257 - logits_profile_predictions_loss: 454.8183 - logcount_predictions_loss: 0.5250 21/1833 [..............................] - ETA: 9:27 - loss: 465.9846 - logits_profile_predictions_loss: 454.2570 - logcount_predictions_loss: 0.5259 22/1833 [..............................] - ETA: 9:27 - loss: 465.3488 - logits_profile_predictions_loss: 453.5950 - logcount_predictions_loss: 0.5271 23/1833 [..............................] - ETA: 9:26 - loss: 464.7910 - logits_profile_predictions_loss: 453.0151 - logcount_predictions_loss: 0.5281 24/1833 [..............................] - ETA: 9:26 - loss: 464.2823 - logits_profile_predictions_loss: 452.4849 - logcount_predictions_loss: 0.5290 25/1833 [..............................] - ETA: 9:26 - loss: 463.8089 - logits_profile_predictions_loss: 451.9954 - logcount_predictions_loss: 0.5298 26/1833 [..............................] - ETA: 9:26 - loss: 463.4113 - logits_profile_predictions_loss: 451.5869 - logcount_predictions_loss: 0.5302 27/1833 [..............................] - ETA: 9:25 - loss: 462.9096 - logits_profile_predictions_loss: 451.0724 - logcount_predictions_loss: 0.5308 28/1833 [..............................] - ETA: 9:25 - loss: 462.4887 - logits_profile_predictions_loss: 450.6405 - logcount_predictions_loss: 0.5313 29/1833 [..............................] - ETA: 9:25 - loss: 462.0596 - logits_profile_predictions_loss: 450.2005 - logcount_predictions_loss: 0.5318 30/1833 [..............................] - ETA: 9:25 - loss: 461.6016 - logits_profile_predictions_loss: 449.7342 - logcount_predictions_loss: 0.5322 31/1833 [..............................] - ETA: 9:24 - loss: 461.1630 - logits_profile_predictions_loss: 449.2884 - logcount_predictions_loss: 0.5325 32/1833 [..............................] - ETA: 9:24 - loss: 460.7191 - logits_profile_predictions_loss: 448.8382 - logcount_predictions_loss: 0.5328 33/1833 [..............................] - ETA: 9:24 - loss: 460.2695 - logits_profile_predictions_loss: 448.3840 - logcount_predictions_loss: 0.5330 34/1833 [..............................] - ETA: 9:24 - loss: 459.8772 - logits_profile_predictions_loss: 447.9890 - logcount_predictions_loss: 0.5331 35/1833 [..............................] - ETA: 9:23 - loss: 459.4987 - logits_profile_predictions_loss: 447.6116 - logcount_predictions_loss: 0.5331 36/1833 [..............................] - ETA: 9:23 - loss: 459.1278 - logits_profile_predictions_loss: 447.2432 - logcount_predictions_loss: 0.5329 37/1833 [..............................] - ETA: 9:23 - loss: 458.8259 - logits_profile_predictions_loss: 446.9428 - logcount_predictions_loss: 0.5329 38/1833 [..............................] - ETA: 9:22 - loss: 458.5760 - logits_profile_predictions_loss: 446.6943 - logcount_predictions_loss: 0.5328 39/1833 [..............................] - ETA: 9:22 - loss: 458.3367 - logits_profile_predictions_loss: 446.4563 - logcount_predictions_loss: 0.5327 40/1833 [..............................] - ETA: 9:22 - loss: 458.1026 - logits_profile_predictions_loss: 446.2241 - logcount_predictions_loss: 0.5327 41/1833 [..............................] - ETA: 9:21 - loss: 457.8423 - logits_profile_predictions_loss: 445.9652 - logcount_predictions_loss: 0.5326 42/1833 [..............................] - ETA: 9:21 - loss: 457.6145 - logits_profile_predictions_loss: 445.7402 - logcount_predictions_loss: 0.5325 43/1833 [..............................] - ETA: 9:21 - loss: 457.4004 - logits_profile_predictions_loss: 445.5286 - logcount_predictions_loss: 0.5324 44/1833 [..............................] - ETA: 9:21 - loss: 457.2323 - logits_profile_predictions_loss: 445.3648 - logcount_predictions_loss: 0.5322 45/1833 [..............................] - ETA: 9:20 - loss: 457.0303 - logits_profile_predictions_loss: 445.1675 - logcount_predictions_loss: 0.5320 46/1833 [..............................] - ETA: 9:20 - loss: 456.8612 - logits_profile_predictions_loss: 445.0032 - logcount_predictions_loss: 0.5317 47/1833 [..............................] - ETA: 9:20 - loss: 456.6679 - logits_profile_predictions_loss: 444.8146 - logcount_predictions_loss: 0.5315 48/1833 [..............................] - ETA: 9:19 - loss: 456.5049 - logits_profile_predictions_loss: 444.6562 - logcount_predictions_loss: 0.5313 49/1833 [..............................] - ETA: 9:19 - loss: 456.3466 - logits_profile_predictions_loss: 444.5017 - logcount_predictions_loss: 0.5312 50/1833 [..............................] - ETA: 9:19 - loss: 456.2184 - logits_profile_predictions_loss: 444.3774 - logcount_predictions_loss: 0.5310 51/1833 [..............................] - ETA: 9:19 - loss: 456.0794 - logits_profile_predictions_loss: 444.2446 - logcount_predictions_loss: 0.5307 52/1833 [..............................] - ETA: 9:18 - loss: 455.9951 - logits_profile_predictions_loss: 444.1669 - logcount_predictions_loss: 0.5304 53/1833 [..............................] - ETA: 9:18 - loss: 455.8940 - logits_profile_predictions_loss: 444.0721 - logcount_predictions_loss: 0.5301 54/1833 [..............................] - ETA: 9:18 - loss: 455.7911 - logits_profile_predictions_loss: 443.9751 - logcount_predictions_loss: 0.5299 55/1833 [..............................] - ETA: 9:17 - loss: 455.6874 - logits_profile_predictions_loss: 443.8759 - logcount_predictions_loss: 0.5297 56/1833 [..............................] - ETA: 9:17 - loss: 455.5805 - logits_profile_predictions_loss: 443.7726 - logcount_predictions_loss: 0.5295 57/1833 [..............................] - ETA: 9:17 - loss: 455.4517 - logits_profile_predictions_loss: 443.6477 - logcount_predictions_loss: 0.5293 58/1833 [..............................] - ETA: 9:16 - loss: 455.3132 - logits_profile_predictions_loss: 443.5124 - logcount_predictions_loss: 0.5292 59/1833 [..............................] - ETA: 9:16 - loss: 455.1762 - logits_profile_predictions_loss: 443.3785 - logcount_predictions_loss: 0.5290 60/1833 [..............................] - ETA: 9:16 - loss: 455.0472 - logits_profile_predictions_loss: 443.2527 - logcount_predictions_loss: 0.5289 61/1833 [..............................] - ETA: 9:15 - loss: 454.9137 - logits_profile_predictions_loss: 443.1209 - logcount_predictions_loss: 0.5288 62/1833 [>.............................] - ETA: 9:15 - loss: 454.7985 - logits_profile_predictions_loss: 443.0071 - logcount_predictions_loss: 0.5288 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[>.............................] - ETA: 9:11 - loss: 453.5298 - logits_profile_predictions_loss: 441.7557 - logcount_predictions_loss: 0.5280 77/1833 [>.............................] - ETA: 9:11 - loss: 453.4325 - logits_profile_predictions_loss: 441.6598 - logcount_predictions_loss: 0.5279 78/1833 [>.............................] - ETA: 9:10 - loss: 453.3358 - logits_profile_predictions_loss: 441.5640 - logcount_predictions_loss: 0.5279 79/1833 [>.............................] - ETA: 9:10 - loss: 453.2381 - logits_profile_predictions_loss: 441.4669 - logcount_predictions_loss: 0.5279 80/1833 [>.............................] - ETA: 9:10 - loss: 453.1353 - logits_profile_predictions_loss: 441.3643 - logcount_predictions_loss: 0.5278 81/1833 [>.............................] - ETA: 9:09 - loss: 453.0288 - logits_profile_predictions_loss: 441.2578 - logcount_predictions_loss: 0.5278 82/1833 [>.............................] - ETA: 9:09 - loss: 452.9147 - logits_profile_predictions_loss: 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[============================>.] - ETA: 14s - loss: 450.1448 - logits_profile_predictions_loss: 438.2943 - logcount_predictions_loss: 0.5314 1788/1833 [============================>.] - ETA: 14s - loss: 450.1451 - logits_profile_predictions_loss: 438.2946 - logcount_predictions_loss: 0.5314 1789/1833 [============================>.] - ETA: 13s - loss: 450.1455 - logits_profile_predictions_loss: 438.2949 - logcount_predictions_loss: 0.5314 1790/1833 [============================>.] - ETA: 13s - loss: 450.1458 - logits_profile_predictions_loss: 438.2951 - logcount_predictions_loss: 0.5314 1791/1833 [============================>.] - ETA: 13s - loss: 450.1462 - logits_profile_predictions_loss: 438.2954 - logcount_predictions_loss: 0.5314 1792/1833 [============================>.] - ETA: 12s - loss: 450.1465 - logits_profile_predictions_loss: 438.2957 - logcount_predictions_loss: 0.5314 1793/1833 [============================>.] - ETA: 12s - loss: 450.1469 - 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[============================>.] - ETA: 10s - loss: 450.1494 - logits_profile_predictions_loss: 438.2980 - logcount_predictions_loss: 0.5315 1801/1833 [============================>.] - ETA: 10s - loss: 450.1498 - logits_profile_predictions_loss: 438.2983 - logcount_predictions_loss: 0.5315 1802/1833 [============================>.] - ETA: 9s - loss: 450.1502 - logits_profile_predictions_loss: 438.2986 - logcount_predictions_loss: 0.5315  1803/1833 [============================>.] - ETA: 9s - loss: 450.1506 - logits_profile_predictions_loss: 438.2990 - logcount_predictions_loss: 0.5315 1804/1833 [============================>.] - ETA: 9s - loss: 450.1510 - logits_profile_predictions_loss: 438.2993 - logcount_predictions_loss: 0.5315 1805/1833 [============================>.] - ETA: 8s - loss: 450.1514 - logits_profile_predictions_loss: 438.2997 - logcount_predictions_loss: 0.5315 1806/1833 [============================>.] - ETA: 8s - loss: 450.1518 - logits_profile_predictions_loss: 438.3000 - logcount_predictions_loss: 0.5315 1807/1833 [============================>.] - ETA: 8s - loss: 450.1522 - logits_profile_predictions_loss: 438.3003 - logcount_predictions_loss: 0.5315 1808/1833 [============================>.] - ETA: 7s - loss: 450.1526 - logits_profile_predictions_loss: 438.3007 - logcount_predictions_loss: 0.5315 1809/1833 [============================>.] - ETA: 7s - loss: 450.1530 - logits_profile_predictions_loss: 438.3011 - logcount_predictions_loss: 0.5315 1810/1833 [============================>.] - ETA: 7s - loss: 450.1535 - logits_profile_predictions_loss: 438.3014 - logcount_predictions_loss: 0.5315 1811/1833 [============================>.] - ETA: 6s - loss: 450.1540 - logits_profile_predictions_loss: 438.3018 - logcount_predictions_loss: 0.5315 1812/1833 [============================>.] - ETA: 6s - loss: 450.1544 - logits_profile_predictions_loss: 438.3022 - logcount_predictions_loss: 0.5315 1813/1833 [============================>.] - ETA: 6s - 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1820/1833 [============================>.] - ETA: 4s - loss: 450.1579 - logits_profile_predictions_loss: 438.3051 - logcount_predictions_loss: 0.5315 1821/1833 [============================>.] - ETA: 3s - loss: 450.1583 - logits_profile_predictions_loss: 438.3055 - logcount_predictions_loss: 0.5315 1822/1833 [============================>.] - ETA: 3s - loss: 450.1587 - logits_profile_predictions_loss: 438.3058 - logcount_predictions_loss: 0.5315 1823/1833 [============================>.] - ETA: 3s - loss: 450.1591 - logits_profile_predictions_loss: 438.3061 - logcount_predictions_loss: 0.5315 1824/1833 [============================>.] - ETA: 2s - loss: 450.1595 - logits_profile_predictions_loss: 438.3065 - logcount_predictions_loss: 0.5315 1825/1833 [============================>.] - ETA: 2s - loss: 450.1599 - logits_profile_predictions_loss: 438.3068 - logcount_predictions_loss: 0.5315 1826/1833 [============================>.] - ETA: 2s - loss: 450.1603 - logits_profile_predictions_loss: 438.3071 - logcount_predictions_loss: 0.5315 1827/1833 [============================>.] - ETA: 1s - loss: 450.1607 - logits_profile_predictions_loss: 438.3075 - logcount_predictions_loss: 0.5315 1828/1833 [============================>.] - ETA: 1s - loss: 450.1611 - logits_profile_predictions_loss: 438.3078 - logcount_predictions_loss: 0.5315 1829/1833 [============================>.] - ETA: 1s - loss: 450.1616 - logits_profile_predictions_loss: 438.3082 - logcount_predictions_loss: 0.5315 1830/1833 [============================>.] - ETA: 0s - loss: 450.1620 - logits_profile_predictions_loss: 438.3085 - logcount_predictions_loss: 0.5316 1831/1833 [============================>.] - ETA: 0s - loss: 450.1624 - logits_profile_predictions_loss: 438.3089 - logcount_predictions_loss: 0.5316 1832/1833 [============================>.] - ETA: 0s - loss: 450.1629 - logits_profile_predictions_loss: 438.3093 - logcount_predictions_loss: 0.5316 1833/1833 [==============================] - ETA: 0s - loss: 450.1633 - logits_profile_predictions_loss: 438.3096 - logcount_predictions_loss: 0.5316 1833/1833 [==============================] - 611s 333ms/step - loss: 450.1637 - logits_profile_predictions_loss: 438.3100 - logcount_predictions_loss: 0.5316 - val_loss: 575.2566 - val_logits_profile_predictions_loss: 555.5945 - val_logcount_predictions_loss: 0.8817 Epoch 00013: val_loss did not improve from 565.45410 Epoch 14/50 1/1833 [..............................] - ETA: 9:45 - loss: 506.4501 - logits_profile_predictions_loss: 491.2023 - logcount_predictions_loss: 0.6838 2/1833 [..............................] - ETA: 9:32 - loss: 496.8436 - logits_profile_predictions_loss: 481.8814 - logcount_predictions_loss: 0.6709 3/1833 [..............................] - ETA: 9:32 - loss: 490.1699 - logits_profile_predictions_loss: 475.2545 - logcount_predictions_loss: 0.6689 4/1833 [..............................] - ETA: 9:32 - loss: 491.7247 - logits_profile_predictions_loss: 477.0174 - logcount_predictions_loss: 0.6595 5/1833 [..............................] - ETA: 9:32 - loss: 487.2926 - logits_profile_predictions_loss: 472.6456 - logcount_predictions_loss: 0.6568 6/1833 [..............................] - ETA: 9:32 - loss: 483.5083 - logits_profile_predictions_loss: 468.9032 - logcount_predictions_loss: 0.6549 7/1833 [..............................] - ETA: 9:32 - loss: 480.7146 - logits_profile_predictions_loss: 466.2073 - logcount_predictions_loss: 0.6505 8/1833 [..............................] - ETA: 9:32 - loss: 478.8081 - logits_profile_predictions_loss: 464.3788 - logcount_predictions_loss: 0.6471 9/1833 [..............................] - ETA: 9:32 - loss: 476.7583 - logits_profile_predictions_loss: 462.3958 - logcount_predictions_loss: 0.6441 10/1833 [..............................] - ETA: 9:31 - loss: 475.6229 - logits_profile_predictions_loss: 461.3374 - logcount_predictions_loss: 0.6406 11/1833 [..............................] - ETA: 9:31 - loss: 474.6896 - logits_profile_predictions_loss: 460.4770 - logcount_predictions_loss: 0.6373 12/1833 [..............................] - ETA: 9:31 - loss: 473.6198 - logits_profile_predictions_loss: 459.4904 - logcount_predictions_loss: 0.6336 13/1833 [..............................] - ETA: 9:31 - loss: 472.4380 - logits_profile_predictions_loss: 458.3786 - logcount_predictions_loss: 0.6305 14/1833 [..............................] - ETA: 9:30 - loss: 471.3574 - logits_profile_predictions_loss: 457.3266 - logcount_predictions_loss: 0.6292 15/1833 [..............................] - ETA: 9:30 - loss: 470.3752 - logits_profile_predictions_loss: 456.3874 - logcount_predictions_loss: 0.6273 16/1833 [..............................] - ETA: 9:30 - loss: 469.4521 - logits_profile_predictions_loss: 455.5117 - logcount_predictions_loss: 0.6251 17/1833 [..............................] - ETA: 9:29 - loss: 468.5967 - logits_profile_predictions_loss: 454.6892 - logcount_predictions_loss: 0.6237 18/1833 [..............................] - ETA: 9:29 - loss: 467.7475 - logits_profile_predictions_loss: 453.8712 - logcount_predictions_loss: 0.6223 19/1833 [..............................] - ETA: 9:29 - loss: 467.1003 - logits_profile_predictions_loss: 453.2373 - logcount_predictions_loss: 0.6217 20/1833 [..............................] - ETA: 9:29 - loss: 466.4554 - logits_profile_predictions_loss: 452.6094 - logcount_predictions_loss: 0.6209 21/1833 [..............................] - ETA: 9:28 - loss: 465.7992 - logits_profile_predictions_loss: 451.9799 - logcount_predictions_loss: 0.6197 22/1833 [..............................] - ETA: 9:28 - loss: 465.1508 - logits_profile_predictions_loss: 451.3556 - logcount_predictions_loss: 0.6186 23/1833 [..............................] - ETA: 9:28 - loss: 464.5084 - logits_profile_predictions_loss: 450.7338 - logcount_predictions_loss: 0.6177 24/1833 [..............................] - ETA: 9:27 - loss: 463.9546 - logits_profile_predictions_loss: 450.2053 - logcount_predictions_loss: 0.6166 25/1833 [..............................] - ETA: 9:27 - loss: 463.3177 - logits_profile_predictions_loss: 449.5947 - logcount_predictions_loss: 0.6154 26/1833 [..............................] - ETA: 9:27 - loss: 462.7140 - logits_profile_predictions_loss: 449.0226 - logcount_predictions_loss: 0.6140 27/1833 [..............................] - ETA: 9:27 - loss: 462.1618 - logits_profile_predictions_loss: 448.5019 - logcount_predictions_loss: 0.6126 28/1833 [..............................] - ETA: 9:26 - loss: 461.6540 - logits_profile_predictions_loss: 448.0239 - logcount_predictions_loss: 0.6112 29/1833 [..............................] - ETA: 9:26 - loss: 461.1859 - logits_profile_predictions_loss: 447.5843 - logcount_predictions_loss: 0.6099 30/1833 [..............................] - ETA: 9:26 - loss: 460.7991 - logits_profile_predictions_loss: 447.2298 - logcount_predictions_loss: 0.6085 31/1833 [..............................] - ETA: 9:25 - loss: 460.4225 - logits_profile_predictions_loss: 446.8874 - logcount_predictions_loss: 0.6070 32/1833 [..............................] - ETA: 9:25 - loss: 460.0693 - logits_profile_predictions_loss: 446.5628 - logcount_predictions_loss: 0.6057 33/1833 [..............................] - ETA: 9:25 - loss: 459.7401 - logits_profile_predictions_loss: 446.2584 - logcount_predictions_loss: 0.6046 34/1833 [..............................] - ETA: 9:24 - loss: 459.4531 - logits_profile_predictions_loss: 445.9962 - logcount_predictions_loss: 0.6034 35/1833 [..............................] - ETA: 9:24 - loss: 459.2249 - logits_profile_predictions_loss: 445.7915 - logcount_predictions_loss: 0.6024 36/1833 [..............................] - ETA: 9:24 - loss: 459.0424 - logits_profile_predictions_loss: 445.6308 - logcount_predictions_loss: 0.6014 37/1833 [..............................] - ETA: 9:24 - loss: 458.8787 - logits_profile_predictions_loss: 445.4857 - logcount_predictions_loss: 0.6006 38/1833 [..............................] - ETA: 9:23 - loss: 458.7019 - logits_profile_predictions_loss: 445.3299 - logcount_predictions_loss: 0.5996 39/1833 [..............................] - ETA: 9:23 - loss: 458.5417 - logits_profile_predictions_loss: 445.1892 - logcount_predictions_loss: 0.5988 40/1833 [..............................] - ETA: 9:23 - loss: 458.4176 - logits_profile_predictions_loss: 445.0849 - logcount_predictions_loss: 0.5979 41/1833 [..............................] - ETA: 9:22 - loss: 458.2821 - logits_profile_predictions_loss: 444.9702 - logcount_predictions_loss: 0.5969 42/1833 [..............................] - ETA: 9:22 - loss: 458.1479 - logits_profile_predictions_loss: 444.8575 - logcount_predictions_loss: 0.5960 43/1833 [..............................] - ETA: 9:22 - loss: 458.0676 - logits_profile_predictions_loss: 444.7981 - logcount_predictions_loss: 0.5950 44/1833 [..............................] - ETA: 9:21 - loss: 458.0231 - logits_profile_predictions_loss: 444.7750 - logcount_predictions_loss: 0.5941 45/1833 [..............................] - ETA: 9:21 - loss: 457.9501 - logits_profile_predictions_loss: 444.7236 - logcount_predictions_loss: 0.5931 46/1833 [..............................] - ETA: 9:21 - loss: 457.9037 - logits_profile_predictions_loss: 444.6978 - logcount_predictions_loss: 0.5922 47/1833 [..............................] - ETA: 9:20 - loss: 457.8422 - logits_profile_predictions_loss: 444.6565 - logcount_predictions_loss: 0.5913 48/1833 [..............................] - ETA: 9:20 - loss: 457.7853 - logits_profile_predictions_loss: 444.6209 - logcount_predictions_loss: 0.5903 49/1833 [..............................] - ETA: 9:20 - loss: 457.7297 - logits_profile_predictions_loss: 444.5844 - logcount_predictions_loss: 0.5895 50/1833 [..............................] - ETA: 9:20 - loss: 457.6352 - logits_profile_predictions_loss: 444.5093 - logcount_predictions_loss: 0.5886 51/1833 [..............................] - ETA: 9:19 - loss: 457.5516 - logits_profile_predictions_loss: 444.4436 - logcount_predictions_loss: 0.5878 52/1833 [..............................] - ETA: 9:19 - loss: 457.4773 - logits_profile_predictions_loss: 444.3869 - logcount_predictions_loss: 0.5870 53/1833 [..............................] - ETA: 9:19 - loss: 457.3943 - logits_profile_predictions_loss: 444.3221 - logcount_predictions_loss: 0.5862 54/1833 [..............................] - ETA: 9:18 - loss: 457.3192 - logits_profile_predictions_loss: 444.2646 - logcount_predictions_loss: 0.5854 55/1833 [..............................] - ETA: 9:18 - loss: 457.2736 - logits_profile_predictions_loss: 444.2346 - logcount_predictions_loss: 0.5847 56/1833 [..............................] - ETA: 9:18 - loss: 457.2104 - logits_profile_predictions_loss: 444.1870 - logcount_predictions_loss: 0.5840 57/1833 [..............................] - ETA: 9:17 - loss: 457.1542 - logits_profile_predictions_loss: 444.1462 - logcount_predictions_loss: 0.5833 58/1833 [..............................] - ETA: 9:17 - loss: 457.0895 - logits_profile_predictions_loss: 444.0971 - logcount_predictions_loss: 0.5826 59/1833 [..............................] - ETA: 9:17 - loss: 457.0155 - logits_profile_predictions_loss: 444.0395 - logcount_predictions_loss: 0.5819 60/1833 [..............................] - ETA: 9:16 - loss: 456.9334 - logits_profile_predictions_loss: 443.9737 - logcount_predictions_loss: 0.5812 61/1833 [..............................] - ETA: 9:16 - loss: 456.8434 - logits_profile_predictions_loss: 443.9004 - logcount_predictions_loss: 0.5804 62/1833 [>.............................] - ETA: 9:16 - loss: 456.7612 - logits_profile_predictions_loss: 443.8339 - logcount_predictions_loss: 0.5797 63/1833 [>.............................] - ETA: 9:16 - loss: 456.6779 - logits_profile_predictions_loss: 443.7660 - logcount_predictions_loss: 0.5790 64/1833 [>.............................] - ETA: 9:15 - loss: 456.6080 - logits_profile_predictions_loss: 443.7106 - logcount_predictions_loss: 0.5784 65/1833 [>.............................] - ETA: 9:15 - loss: 456.5321 - logits_profile_predictions_loss: 443.6490 - logcount_predictions_loss: 0.5777 66/1833 [>.............................] - ETA: 9:15 - loss: 456.4547 - logits_profile_predictions_loss: 443.5856 - logcount_predictions_loss: 0.5771 67/1833 [>.............................] - ETA: 9:14 - loss: 456.3795 - logits_profile_predictions_loss: 443.5236 - logcount_predictions_loss: 0.5765 68/1833 [>.............................] - ETA: 9:14 - loss: 456.2884 - logits_profile_predictions_loss: 443.4460 - logcount_predictions_loss: 0.5759 69/1833 [>.............................] - ETA: 9:14 - loss: 456.1949 - logits_profile_predictions_loss: 443.3659 - logcount_predictions_loss: 0.5753 70/1833 [>.............................] - ETA: 9:13 - loss: 456.1070 - logits_profile_predictions_loss: 443.2906 - logcount_predictions_loss: 0.5747 71/1833 [>.............................] - ETA: 9:13 - loss: 456.0334 - logits_profile_predictions_loss: 443.2289 - logcount_predictions_loss: 0.5742 72/1833 [>.............................] - ETA: 9:13 - loss: 455.9758 - logits_profile_predictions_loss: 443.1828 - logcount_predictions_loss: 0.5737 73/1833 [>.............................] - ETA: 9:13 - loss: 455.9183 - logits_profile_predictions_loss: 443.1365 - logcount_predictions_loss: 0.5732 74/1833 [>.............................] - ETA: 9:12 - loss: 455.8586 - logits_profile_predictions_loss: 443.0878 - logcount_predictions_loss: 0.5727 75/1833 [>.............................] - ETA: 9:12 - loss: 455.8013 - logits_profile_predictions_loss: 443.0407 - logcount_predictions_loss: 0.5722 76/1833 [>.............................] - ETA: 9:12 - loss: 455.7463 - logits_profile_predictions_loss: 442.9955 - logcount_predictions_loss: 0.5718 77/1833 [>.............................] - ETA: 9:11 - loss: 455.7052 - logits_profile_predictions_loss: 442.9642 - logcount_predictions_loss: 0.5713 78/1833 [>.............................] - ETA: 9:11 - loss: 455.6630 - logits_profile_predictions_loss: 442.9318 - logcount_predictions_loss: 0.5709 79/1833 [>.............................] - ETA: 9:11 - loss: 455.6136 - logits_profile_predictions_loss: 442.8924 - logcount_predictions_loss: 0.5705 80/1833 [>.............................] - ETA: 9:10 - loss: 455.5673 - logits_profile_predictions_loss: 442.8563 - logcount_predictions_loss: 0.5700 81/1833 [>.............................] - ETA: 9:10 - loss: 455.5270 - logits_profile_predictions_loss: 442.8259 - logcount_predictions_loss: 0.5696 82/1833 [>.............................] - ETA: 9:10 - loss: 455.4869 - logits_profile_predictions_loss: 442.7955 - logcount_predictions_loss: 0.5691 83/1833 [>.............................] - ETA: 9:10 - loss: 455.4521 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 7:49 - loss: 453.3777 - logits_profile_predictions_loss: 441.5353 - logcount_predictions_loss: 0.5311 345/1833 [====>.........................] - ETA: 7:49 - loss: 453.3766 - logits_profile_predictions_loss: 441.5352 - logcount_predictions_loss: 0.5310 346/1833 [====>.........................] - ETA: 7:49 - loss: 453.3753 - logits_profile_predictions_loss: 441.5347 - logcount_predictions_loss: 0.5310 347/1833 [====>.........................] - ETA: 7:48 - loss: 453.3736 - logits_profile_predictions_loss: 441.5339 - logcount_predictions_loss: 0.5309 348/1833 [====>.........................] - ETA: 7:48 - loss: 453.3716 - logits_profile_predictions_loss: 441.5327 - logcount_predictions_loss: 0.5309 349/1833 [====>.........................] - ETA: 7:48 - loss: 453.3697 - logits_profile_predictions_loss: 441.5317 - logcount_predictions_loss: 0.5309 350/1833 [====>.........................] - ETA: 7:48 - loss: 453.3677 - logits_profile_predictions_loss: 441.5305 - logcount_predictions_loss: 0.5308 351/1833 [====>.........................] - ETA: 7:47 - loss: 453.3659 - logits_profile_predictions_loss: 441.5296 - logcount_predictions_loss: 0.5308 352/1833 [====>.........................] - ETA: 7:47 - loss: 453.3640 - logits_profile_predictions_loss: 441.5285 - logcount_predictions_loss: 0.5307 353/1833 [====>.........................] - ETA: 7:47 - loss: 453.3618 - logits_profile_predictions_loss: 441.5272 - logcount_predictions_loss: 0.5307 354/1833 [====>.........................] - ETA: 7:46 - loss: 453.3596 - logits_profile_predictions_loss: 441.5258 - logcount_predictions_loss: 0.5307 355/1833 [====>.........................] - ETA: 7:46 - loss: 453.3583 - logits_profile_predictions_loss: 441.5254 - logcount_predictions_loss: 0.5306 356/1833 [====>.........................] - ETA: 7:46 - loss: 453.3568 - logits_profile_predictions_loss: 441.5247 - logcount_predictions_loss: 0.5306 357/1833 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[===========================>..] - ETA: 22s - loss: 450.4733 - logits_profile_predictions_loss: 438.8891 - logcount_predictions_loss: 0.5195 1763/1833 [===========================>..] - ETA: 22s - loss: 450.4729 - logits_profile_predictions_loss: 438.8887 - logcount_predictions_loss: 0.5195 1764/1833 [===========================>..] - ETA: 21s - loss: 450.4724 - logits_profile_predictions_loss: 438.8882 - logcount_predictions_loss: 0.5195 1765/1833 [===========================>..] - ETA: 21s - loss: 450.4719 - logits_profile_predictions_loss: 438.8878 - logcount_predictions_loss: 0.5195 1766/1833 [===========================>..] - ETA: 21s - loss: 450.4714 - logits_profile_predictions_loss: 438.8874 - logcount_predictions_loss: 0.5195 1767/1833 [===========================>..] - ETA: 20s - loss: 450.4709 - logits_profile_predictions_loss: 438.8870 - logcount_predictions_loss: 0.5195 1768/1833 [===========================>..] - ETA: 20s - loss: 450.4704 - 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[============================>.] - ETA: 18s - loss: 450.4670 - logits_profile_predictions_loss: 438.8835 - logcount_predictions_loss: 0.5194 1776/1833 [============================>.] - ETA: 18s - loss: 450.4666 - logits_profile_predictions_loss: 438.8831 - logcount_predictions_loss: 0.5194 1777/1833 [============================>.] - ETA: 17s - loss: 450.4661 - logits_profile_predictions_loss: 438.8827 - logcount_predictions_loss: 0.5194 1778/1833 [============================>.] - ETA: 17s - loss: 450.4657 - logits_profile_predictions_loss: 438.8823 - logcount_predictions_loss: 0.5194 1779/1833 [============================>.] - ETA: 17s - loss: 450.4652 - logits_profile_predictions_loss: 438.8819 - logcount_predictions_loss: 0.5194 1780/1833 [============================>.] - ETA: 16s - loss: 450.4647 - logits_profile_predictions_loss: 438.8815 - logcount_predictions_loss: 0.5194 1781/1833 [============================>.] - ETA: 16s - loss: 450.4642 - 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[============================>.] - ETA: 14s - loss: 450.4609 - logits_profile_predictions_loss: 438.8781 - logcount_predictions_loss: 0.5194 1789/1833 [============================>.] - ETA: 13s - loss: 450.4604 - logits_profile_predictions_loss: 438.8777 - logcount_predictions_loss: 0.5194 1790/1833 [============================>.] - ETA: 13s - loss: 450.4599 - logits_profile_predictions_loss: 438.8772 - logcount_predictions_loss: 0.5194 1791/1833 [============================>.] - ETA: 13s - loss: 450.4593 - logits_profile_predictions_loss: 438.8767 - logcount_predictions_loss: 0.5194 1792/1833 [============================>.] - ETA: 12s - loss: 450.4588 - logits_profile_predictions_loss: 438.8763 - logcount_predictions_loss: 0.5194 1793/1833 [============================>.] - ETA: 12s - loss: 450.4583 - logits_profile_predictions_loss: 438.8758 - logcount_predictions_loss: 0.5194 1794/1833 [============================>.] - ETA: 12s - loss: 450.4578 - 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[============================>.] - ETA: 10s - loss: 450.4543 - logits_profile_predictions_loss: 438.8722 - logcount_predictions_loss: 0.5194 1802/1833 [============================>.] - ETA: 9s - loss: 450.4538 - logits_profile_predictions_loss: 438.8718 - logcount_predictions_loss: 0.5194  1803/1833 [============================>.] - ETA: 9s - loss: 450.4533 - logits_profile_predictions_loss: 438.8713 - logcount_predictions_loss: 0.5194 1804/1833 [============================>.] - ETA: 9s - loss: 450.4528 - logits_profile_predictions_loss: 438.8709 - logcount_predictions_loss: 0.5194 1805/1833 [============================>.] - ETA: 8s - loss: 450.4523 - logits_profile_predictions_loss: 438.8704 - logcount_predictions_loss: 0.5194 1806/1833 [============================>.] - ETA: 8s - loss: 450.4518 - logits_profile_predictions_loss: 438.8700 - logcount_predictions_loss: 0.5194 1807/1833 [============================>.] - ETA: 8s - loss: 450.4513 - logits_profile_predictions_loss: 438.8695 - logcount_predictions_loss: 0.5194 1808/1833 [============================>.] - ETA: 7s - loss: 450.4508 - logits_profile_predictions_loss: 438.8690 - logcount_predictions_loss: 0.5193 1809/1833 [============================>.] - ETA: 7s - loss: 450.4503 - logits_profile_predictions_loss: 438.8686 - logcount_predictions_loss: 0.5193 1810/1833 [============================>.] - ETA: 7s - loss: 450.4498 - logits_profile_predictions_loss: 438.8682 - logcount_predictions_loss: 0.5193 1811/1833 [============================>.] - ETA: 6s - loss: 450.4493 - logits_profile_predictions_loss: 438.8677 - logcount_predictions_loss: 0.5193 1812/1833 [============================>.] - ETA: 6s - loss: 450.4487 - logits_profile_predictions_loss: 438.8672 - logcount_predictions_loss: 0.5193 1813/1833 [============================>.] - ETA: 6s - loss: 450.4482 - logits_profile_predictions_loss: 438.8668 - logcount_predictions_loss: 0.5193 1814/1833 [============================>.] - ETA: 6s - 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1821/1833 [============================>.] - ETA: 3s - loss: 450.4436 - logits_profile_predictions_loss: 438.8626 - logcount_predictions_loss: 0.5193 1822/1833 [============================>.] - ETA: 3s - loss: 450.4431 - logits_profile_predictions_loss: 438.8621 - logcount_predictions_loss: 0.5193 1823/1833 [============================>.] - ETA: 3s - loss: 450.4425 - logits_profile_predictions_loss: 438.8616 - logcount_predictions_loss: 0.5193 1824/1833 [============================>.] - ETA: 2s - loss: 450.4419 - logits_profile_predictions_loss: 438.8610 - logcount_predictions_loss: 0.5193 1825/1833 [============================>.] - ETA: 2s - loss: 450.4413 - logits_profile_predictions_loss: 438.8605 - logcount_predictions_loss: 0.5193 1826/1833 [============================>.] - ETA: 2s - loss: 450.4407 - logits_profile_predictions_loss: 438.8600 - logcount_predictions_loss: 0.5193 1827/1833 [============================>.] - ETA: 1s - loss: 450.4402 - logits_profile_predictions_loss: 438.8595 - logcount_predictions_loss: 0.5193 1828/1833 [============================>.] - ETA: 1s - loss: 450.4395 - logits_profile_predictions_loss: 438.8589 - logcount_predictions_loss: 0.5193 1829/1833 [============================>.] - ETA: 1s - loss: 450.4389 - logits_profile_predictions_loss: 438.8583 - logcount_predictions_loss: 0.5193 1830/1833 [============================>.] - ETA: 0s - loss: 450.4383 - logits_profile_predictions_loss: 438.8577 - logcount_predictions_loss: 0.5193 1831/1833 [============================>.] - ETA: 0s - loss: 450.4376 - logits_profile_predictions_loss: 438.8571 - logcount_predictions_loss: 0.5193 1832/1833 [============================>.] - ETA: 0s - loss: 450.4370 - logits_profile_predictions_loss: 438.8565 - logcount_predictions_loss: 0.5193 1833/1833 [==============================] - ETA: 0s - loss: 450.4363 - logits_profile_predictions_loss: 438.8559 - logcount_predictions_loss: 0.5193 1833/1833 [==============================] - 611s 334ms/step - loss: 450.4357 - logits_profile_predictions_loss: 438.8553 - logcount_predictions_loss: 0.5193 - val_loss: 565.6350 - val_logits_profile_predictions_loss: 550.1851 - val_logcount_predictions_loss: 0.6928 Epoch 00014: val_loss did not improve from 565.45410 Epoch 15/50 1/1833 [..............................] - ETA: 9:45 - loss: 388.5352 - logits_profile_predictions_loss: 381.0920 - logcount_predictions_loss: 0.3338 2/1833 [..............................] - ETA: 9:31 - loss: 412.9398 - logits_profile_predictions_loss: 404.5741 - logcount_predictions_loss: 0.3751 3/1833 [..............................] - ETA: 9:31 - loss: 416.1674 - logits_profile_predictions_loss: 407.5482 - logcount_predictions_loss: 0.3865 4/1833 [..............................] - ETA: 9:33 - loss: 417.7831 - logits_profile_predictions_loss: 408.8530 - logcount_predictions_loss: 0.4005 5/1833 [..............................] - ETA: 9:32 - loss: 417.3093 - logits_profile_predictions_loss: 408.2815 - logcount_predictions_loss: 0.4048 6/1833 [..............................] - ETA: 9:32 - loss: 418.0832 - logits_profile_predictions_loss: 408.7734 - logcount_predictions_loss: 0.4175 7/1833 [..............................] - ETA: 9:32 - loss: 419.8918 - logits_profile_predictions_loss: 410.3267 - logcount_predictions_loss: 0.4289 8/1833 [..............................] - ETA: 9:32 - loss: 420.6746 - logits_profile_predictions_loss: 410.9229 - logcount_predictions_loss: 0.4373 9/1833 [..............................] - ETA: 9:32 - loss: 421.7828 - logits_profile_predictions_loss: 411.8743 - logcount_predictions_loss: 0.4443 10/1833 [..............................] - ETA: 9:31 - loss: 422.8485 - logits_profile_predictions_loss: 412.8317 - logcount_predictions_loss: 0.4492 11/1833 [..............................] - ETA: 9:31 - loss: 423.8363 - logits_profile_predictions_loss: 413.7555 - logcount_predictions_loss: 0.4521 12/1833 [..............................] - ETA: 9:31 - loss: 425.2135 - logits_profile_predictions_loss: 415.0671 - logcount_predictions_loss: 0.4550 13/1833 [..............................] - ETA: 9:31 - loss: 426.5692 - logits_profile_predictions_loss: 416.3754 - logcount_predictions_loss: 0.4571 14/1833 [..............................] - ETA: 9:30 - loss: 427.6955 - logits_profile_predictions_loss: 417.4611 - logcount_predictions_loss: 0.4589 15/1833 [..............................] - ETA: 9:30 - loss: 428.9723 - logits_profile_predictions_loss: 418.6914 - logcount_predictions_loss: 0.4610 16/1833 [..............................] - ETA: 9:30 - loss: 429.8358 - logits_profile_predictions_loss: 419.5272 - logcount_predictions_loss: 0.4623 17/1833 [..............................] - ETA: 9:29 - loss: 430.3699 - logits_profile_predictions_loss: 420.0398 - logcount_predictions_loss: 0.4632 18/1833 [..............................] - ETA: 9:29 - loss: 430.7784 - logits_profile_predictions_loss: 420.4289 - logcount_predictions_loss: 0.4641 19/1833 [..............................] - ETA: 9:29 - loss: 431.2389 - logits_profile_predictions_loss: 420.8759 - logcount_predictions_loss: 0.4647 20/1833 [..............................] - ETA: 9:29 - loss: 431.7752 - logits_profile_predictions_loss: 421.4071 - logcount_predictions_loss: 0.4649 21/1833 [..............................] - ETA: 9:28 - loss: 432.2700 - logits_profile_predictions_loss: 421.8995 - logcount_predictions_loss: 0.4650 22/1833 [..............................] - ETA: 9:28 - loss: 432.7956 - logits_profile_predictions_loss: 422.4189 - logcount_predictions_loss: 0.4653 23/1833 [..............................] - ETA: 9:28 - loss: 433.5081 - logits_profile_predictions_loss: 423.1278 - logcount_predictions_loss: 0.4655 24/1833 [..............................] - ETA: 9:27 - loss: 434.2760 - logits_profile_predictions_loss: 423.8924 - logcount_predictions_loss: 0.4656 25/1833 [..............................] - ETA: 9:27 - loss: 434.9775 - logits_profile_predictions_loss: 424.5950 - logcount_predictions_loss: 0.4656 26/1833 [..............................] - ETA: 9:27 - loss: 435.5352 - logits_profile_predictions_loss: 425.1550 - logcount_predictions_loss: 0.4655 27/1833 [..............................] - ETA: 9:27 - loss: 436.1324 - logits_profile_predictions_loss: 425.7551 - logcount_predictions_loss: 0.4654 28/1833 [..............................] - ETA: 9:26 - loss: 436.7039 - logits_profile_predictions_loss: 426.3263 - logcount_predictions_loss: 0.4654 29/1833 [..............................] - ETA: 9:26 - loss: 437.1228 - logits_profile_predictions_loss: 426.7448 - logcount_predictions_loss: 0.4654 30/1833 [..............................] - ETA: 9:26 - loss: 437.5028 - logits_profile_predictions_loss: 427.1244 - logcount_predictions_loss: 0.4654 31/1833 [..............................] - ETA: 9:25 - loss: 437.8522 - logits_profile_predictions_loss: 427.4736 - logcount_predictions_loss: 0.4654 32/1833 [..............................] - ETA: 9:25 - loss: 438.1696 - logits_profile_predictions_loss: 427.7936 - logcount_predictions_loss: 0.4653 33/1833 [..............................] - ETA: 9:25 - loss: 438.4985 - logits_profile_predictions_loss: 428.1225 - logcount_predictions_loss: 0.4653 34/1833 [..............................] - ETA: 9:25 - loss: 438.8041 - logits_profile_predictions_loss: 428.4267 - logcount_predictions_loss: 0.4654 35/1833 [..............................] - ETA: 9:24 - loss: 439.0899 - logits_profile_predictions_loss: 428.7116 - logcount_predictions_loss: 0.4654 36/1833 [..............................] - ETA: 9:24 - loss: 439.3322 - logits_profile_predictions_loss: 428.9532 - logcount_predictions_loss: 0.4654 37/1833 [..............................] - ETA: 9:24 - loss: 439.5518 - logits_profile_predictions_loss: 429.1703 - logcount_predictions_loss: 0.4655 38/1833 [..............................] - ETA: 9:23 - loss: 439.7462 - logits_profile_predictions_loss: 429.3615 - logcount_predictions_loss: 0.4657 39/1833 [..............................] - ETA: 9:23 - loss: 439.9596 - logits_profile_predictions_loss: 429.5702 - logcount_predictions_loss: 0.4659 40/1833 [..............................] - ETA: 9:23 - loss: 440.1598 - logits_profile_predictions_loss: 429.7674 - logcount_predictions_loss: 0.4660 41/1833 [..............................] - ETA: 9:22 - loss: 440.3703 - logits_profile_predictions_loss: 429.9748 - logcount_predictions_loss: 0.4662 42/1833 [..............................] - ETA: 9:22 - loss: 440.5626 - logits_profile_predictions_loss: 430.1645 - logcount_predictions_loss: 0.4663 43/1833 [..............................] - ETA: 9:22 - loss: 440.7540 - logits_profile_predictions_loss: 430.3533 - logcount_predictions_loss: 0.4664 44/1833 [..............................] - ETA: 9:21 - loss: 440.9500 - logits_profile_predictions_loss: 430.5452 - logcount_predictions_loss: 0.4666 45/1833 [..............................] - ETA: 9:21 - loss: 441.1237 - logits_profile_predictions_loss: 430.7153 - logcount_predictions_loss: 0.4667 46/1833 [..............................] - ETA: 9:21 - loss: 441.2793 - logits_profile_predictions_loss: 430.8662 - logcount_predictions_loss: 0.4670 47/1833 [..............................] - ETA: 9:21 - loss: 441.4349 - logits_profile_predictions_loss: 431.0154 - logcount_predictions_loss: 0.4672 48/1833 [..............................] - ETA: 9:20 - loss: 441.5756 - logits_profile_predictions_loss: 431.1507 - logcount_predictions_loss: 0.4675 49/1833 [..............................] - ETA: 9:20 - loss: 441.7167 - logits_profile_predictions_loss: 431.2863 - logcount_predictions_loss: 0.4677 50/1833 [..............................] - ETA: 9:20 - loss: 441.8322 - logits_profile_predictions_loss: 431.3952 - logcount_predictions_loss: 0.4680 51/1833 [..............................] - ETA: 9:19 - loss: 441.9374 - logits_profile_predictions_loss: 431.4951 - logcount_predictions_loss: 0.4683 52/1833 [..............................] - ETA: 9:19 - loss: 442.0606 - logits_profile_predictions_loss: 431.6110 - logcount_predictions_loss: 0.4686 53/1833 [..............................] - ETA: 9:19 - loss: 442.1585 - logits_profile_predictions_loss: 431.7023 - logcount_predictions_loss: 0.4689 54/1833 [..............................] - ETA: 9:18 - loss: 442.2487 - logits_profile_predictions_loss: 431.7848 - logcount_predictions_loss: 0.4692 55/1833 [..............................] - ETA: 9:18 - loss: 442.3541 - logits_profile_predictions_loss: 431.8819 - logcount_predictions_loss: 0.4696 56/1833 [..............................] - ETA: 9:18 - loss: 442.4452 - logits_profile_predictions_loss: 431.9657 - logcount_predictions_loss: 0.4699 57/1833 [..............................] - ETA: 9:18 - loss: 442.5592 - logits_profile_predictions_loss: 432.0735 - logcount_predictions_loss: 0.4702 58/1833 [..............................] - ETA: 9:17 - loss: 442.6875 - logits_profile_predictions_loss: 432.1950 - logcount_predictions_loss: 0.4705 59/1833 [..............................] - ETA: 9:17 - loss: 442.8236 - logits_profile_predictions_loss: 432.3239 - logcount_predictions_loss: 0.4708 60/1833 [..............................] - ETA: 9:17 - loss: 442.9658 - logits_profile_predictions_loss: 432.4594 - logcount_predictions_loss: 0.4711 61/1833 [..............................] - ETA: 9:17 - loss: 443.1073 - logits_profile_predictions_loss: 432.5943 - logcount_predictions_loss: 0.4714 62/1833 [>.............................] - ETA: 9:16 - loss: 443.2376 - logits_profile_predictions_loss: 432.7174 - logcount_predictions_loss: 0.4718 63/1833 [>.............................] - ETA: 9:16 - loss: 443.3603 - logits_profile_predictions_loss: 432.8327 - logcount_predictions_loss: 0.4721 64/1833 [>.............................] - ETA: 9:16 - loss: 443.4658 - logits_profile_predictions_loss: 432.9318 - logcount_predictions_loss: 0.4724 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[===========================>..] - ETA: 22s - loss: 447.6465 - logits_profile_predictions_loss: 436.6618 - logcount_predictions_loss: 0.4926 1764/1833 [===========================>..] - ETA: 21s - loss: 447.6466 - logits_profile_predictions_loss: 436.6619 - logcount_predictions_loss: 0.4926 1765/1833 [===========================>..] - ETA: 21s - loss: 447.6467 - logits_profile_predictions_loss: 436.6620 - logcount_predictions_loss: 0.4926 1766/1833 [===========================>..] - ETA: 21s - loss: 447.6468 - logits_profile_predictions_loss: 436.6620 - logcount_predictions_loss: 0.4926 1767/1833 [===========================>..] - ETA: 20s - loss: 447.6469 - logits_profile_predictions_loss: 436.6621 - logcount_predictions_loss: 0.4926 1768/1833 [===========================>..] - ETA: 20s - loss: 447.6470 - logits_profile_predictions_loss: 436.6622 - logcount_predictions_loss: 0.4926 1769/1833 [===========================>..] - ETA: 20s - loss: 447.6471 - 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[============================>.] - ETA: 18s - loss: 447.6477 - logits_profile_predictions_loss: 436.6629 - logcount_predictions_loss: 0.4926 1777/1833 [============================>.] - ETA: 17s - loss: 447.6478 - logits_profile_predictions_loss: 436.6630 - logcount_predictions_loss: 0.4926 1778/1833 [============================>.] - ETA: 17s - loss: 447.6479 - logits_profile_predictions_loss: 436.6631 - logcount_predictions_loss: 0.4926 1779/1833 [============================>.] - ETA: 17s - loss: 447.6480 - logits_profile_predictions_loss: 436.6631 - logcount_predictions_loss: 0.4926 1780/1833 [============================>.] - ETA: 16s - loss: 447.6481 - logits_profile_predictions_loss: 436.6632 - logcount_predictions_loss: 0.4926 1781/1833 [============================>.] - ETA: 16s - loss: 447.6482 - logits_profile_predictions_loss: 436.6633 - logcount_predictions_loss: 0.4926 1782/1833 [============================>.] - ETA: 16s - loss: 447.6482 - 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[============================>.] - ETA: 13s - loss: 447.6490 - logits_profile_predictions_loss: 436.6640 - logcount_predictions_loss: 0.4926 1790/1833 [============================>.] - ETA: 13s - loss: 447.6490 - logits_profile_predictions_loss: 436.6641 - logcount_predictions_loss: 0.4926 1791/1833 [============================>.] - ETA: 13s - loss: 447.6491 - logits_profile_predictions_loss: 436.6641 - logcount_predictions_loss: 0.4926 1792/1833 [============================>.] - ETA: 12s - loss: 447.6492 - logits_profile_predictions_loss: 436.6642 - logcount_predictions_loss: 0.4926 1793/1833 [============================>.] - ETA: 12s - loss: 447.6492 - logits_profile_predictions_loss: 436.6642 - logcount_predictions_loss: 0.4926 1794/1833 [============================>.] - ETA: 12s - loss: 447.6493 - logits_profile_predictions_loss: 436.6643 - logcount_predictions_loss: 0.4926 1795/1833 [============================>.] - ETA: 12s - loss: 447.6493 - 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[============================>.] - ETA: 9s - loss: 447.6494 - logits_profile_predictions_loss: 436.6643 - logcount_predictions_loss: 0.4926  1803/1833 [============================>.] - ETA: 9s - loss: 447.6494 - logits_profile_predictions_loss: 436.6643 - logcount_predictions_loss: 0.4926 1804/1833 [============================>.] - ETA: 9s - loss: 447.6494 - logits_profile_predictions_loss: 436.6643 - logcount_predictions_loss: 0.4926 1805/1833 [============================>.] - ETA: 8s - loss: 447.6494 - logits_profile_predictions_loss: 436.6643 - logcount_predictions_loss: 0.4926 1806/1833 [============================>.] - ETA: 8s - loss: 447.6493 - logits_profile_predictions_loss: 436.6642 - logcount_predictions_loss: 0.4926 1807/1833 [============================>.] - ETA: 8s - loss: 447.6493 - logits_profile_predictions_loss: 436.6642 - logcount_predictions_loss: 0.4926 1808/1833 [============================>.] - ETA: 7s - loss: 447.6493 - logits_profile_predictions_loss: 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loss: 447.6490 - logits_profile_predictions_loss: 436.6639 - logcount_predictions_loss: 0.4926 1816/1833 [============================>.] - ETA: 5s - loss: 447.6490 - logits_profile_predictions_loss: 436.6639 - logcount_predictions_loss: 0.4926 1817/1833 [============================>.] - ETA: 5s - loss: 447.6490 - logits_profile_predictions_loss: 436.6638 - logcount_predictions_loss: 0.4926 1818/1833 [============================>.] - ETA: 4s - loss: 447.6489 - logits_profile_predictions_loss: 436.6638 - logcount_predictions_loss: 0.4926 1819/1833 [============================>.] - ETA: 4s - loss: 447.6489 - logits_profile_predictions_loss: 436.6638 - logcount_predictions_loss: 0.4926 1820/1833 [============================>.] - ETA: 4s - loss: 447.6489 - logits_profile_predictions_loss: 436.6638 - logcount_predictions_loss: 0.4926 1821/1833 [============================>.] - ETA: 3s - loss: 447.6489 - logits_profile_predictions_loss: 436.6638 - logcount_predictions_loss: 0.4926 1822/1833 [============================>.] - ETA: 3s - loss: 447.6489 - logits_profile_predictions_loss: 436.6638 - logcount_predictions_loss: 0.4926 1823/1833 [============================>.] - ETA: 3s - loss: 447.6488 - logits_profile_predictions_loss: 436.6637 - logcount_predictions_loss: 0.4926 1824/1833 [============================>.] - ETA: 2s - loss: 447.6488 - logits_profile_predictions_loss: 436.6637 - logcount_predictions_loss: 0.4926 1825/1833 [============================>.] - ETA: 2s - loss: 447.6488 - logits_profile_predictions_loss: 436.6636 - logcount_predictions_loss: 0.4926 1826/1833 [============================>.] - ETA: 2s - loss: 447.6487 - logits_profile_predictions_loss: 436.6636 - logcount_predictions_loss: 0.4926 1827/1833 [============================>.] - ETA: 1s - loss: 447.6487 - logits_profile_predictions_loss: 436.6635 - logcount_predictions_loss: 0.4926 1828/1833 [============================>.] - ETA: 1s - loss: 447.6486 - logits_profile_predictions_loss: 436.6635 - logcount_predictions_loss: 0.4926 1829/1833 [============================>.] - ETA: 1s - loss: 447.6486 - logits_profile_predictions_loss: 436.6635 - logcount_predictions_loss: 0.4926 1830/1833 [============================>.] - ETA: 0s - loss: 447.6486 - logits_profile_predictions_loss: 436.6634 - logcount_predictions_loss: 0.4926 1831/1833 [============================>.] - ETA: 0s - loss: 447.6485 - logits_profile_predictions_loss: 436.6634 - logcount_predictions_loss: 0.4926 1832/1833 [============================>.] - ETA: 0s - loss: 447.6485 - logits_profile_predictions_loss: 436.6633 - logcount_predictions_loss: 0.4926 1833/1833 [==============================] - ETA: 0s - loss: 447.6484 - logits_profile_predictions_loss: 436.6633 - logcount_predictions_loss: 0.4926 1833/1833 [==============================] - 611s 334ms/step - loss: 447.6484 - logits_profile_predictions_loss: 436.6632 - logcount_predictions_loss: 0.4926 - val_loss: 568.7982 - val_logits_profile_predictions_loss: 552.8475 - val_logcount_predictions_loss: 0.7153 Epoch 00015: val_loss did not improve from 565.45410 Epoch 16/50 1/1833 [..............................] - ETA: 9:46 - loss: 454.4626 - logits_profile_predictions_loss: 443.9091 - logcount_predictions_loss: 0.4733 2/1833 [..............................] - ETA: 9:32 - loss: 438.0370 - logits_profile_predictions_loss: 427.4654 - logcount_predictions_loss: 0.4741 3/1833 [..............................] - ETA: 9:31 - loss: 433.8627 - logits_profile_predictions_loss: 423.6055 - logcount_predictions_loss: 0.4600 4/1833 [..............................] - ETA: 9:32 - loss: 431.1697 - logits_profile_predictions_loss: 420.9380 - logcount_predictions_loss: 0.4588 5/1833 [..............................] - ETA: 9:32 - loss: 428.9176 - logits_profile_predictions_loss: 418.7553 - logcount_predictions_loss: 0.4557 6/1833 [..............................] - ETA: 9:32 - loss: 430.2111 - logits_profile_predictions_loss: 420.1020 - logcount_predictions_loss: 0.4533 7/1833 [..............................] - ETA: 9:32 - loss: 430.9844 - logits_profile_predictions_loss: 420.8773 - logcount_predictions_loss: 0.4532 8/1833 [..............................] - ETA: 9:32 - loss: 432.8173 - logits_profile_predictions_loss: 422.7248 - logcount_predictions_loss: 0.4526 9/1833 [..............................] - ETA: 9:32 - loss: 433.9201 - logits_profile_predictions_loss: 423.7833 - logcount_predictions_loss: 0.4546 10/1833 [..............................] - ETA: 9:32 - loss: 434.5239 - logits_profile_predictions_loss: 424.3531 - logcount_predictions_loss: 0.4561 11/1833 [..............................] - ETA: 9:31 - loss: 434.8733 - logits_profile_predictions_loss: 424.6446 - logcount_predictions_loss: 0.4587 12/1833 [..............................] - ETA: 9:31 - loss: 435.7008 - logits_profile_predictions_loss: 425.4184 - logcount_predictions_loss: 0.4611 13/1833 [..............................] - ETA: 9:31 - loss: 436.7934 - logits_profile_predictions_loss: 426.4727 - logcount_predictions_loss: 0.4628 14/1833 [..............................] - ETA: 9:31 - loss: 437.7159 - logits_profile_predictions_loss: 427.3594 - logcount_predictions_loss: 0.4644 15/1833 [..............................] - ETA: 9:30 - loss: 438.4377 - logits_profile_predictions_loss: 428.0610 - logcount_predictions_loss: 0.4653 16/1833 [..............................] - ETA: 9:30 - loss: 439.0931 - logits_profile_predictions_loss: 428.6953 - logcount_predictions_loss: 0.4663 17/1833 [..............................] - ETA: 9:30 - loss: 439.5100 - logits_profile_predictions_loss: 429.1059 - logcount_predictions_loss: 0.4666 18/1833 [..............................] - ETA: 9:30 - loss: 440.2490 - logits_profile_predictions_loss: 429.8360 - logcount_predictions_loss: 0.4670 19/1833 [..............................] - ETA: 9:29 - loss: 440.9554 - logits_profile_predictions_loss: 430.5307 - logcount_predictions_loss: 0.4675 20/1833 [..............................] - ETA: 9:29 - loss: 441.6291 - logits_profile_predictions_loss: 431.1988 - logcount_predictions_loss: 0.4677 21/1833 [..............................] - ETA: 9:29 - loss: 442.2979 - logits_profile_predictions_loss: 431.8654 - logcount_predictions_loss: 0.4678 22/1833 [..............................] - ETA: 9:29 - loss: 442.9383 - logits_profile_predictions_loss: 432.5073 - logcount_predictions_loss: 0.4678 23/1833 [..............................] - ETA: 9:28 - loss: 443.6430 - logits_profile_predictions_loss: 433.2131 - logcount_predictions_loss: 0.4677 24/1833 [..............................] - ETA: 9:28 - loss: 444.1643 - logits_profile_predictions_loss: 433.7315 - logcount_predictions_loss: 0.4678 25/1833 [..............................] - ETA: 9:28 - loss: 444.5390 - logits_profile_predictions_loss: 434.1079 - logcount_predictions_loss: 0.4678 26/1833 [..............................] - ETA: 9:27 - loss: 444.8944 - logits_profile_predictions_loss: 434.4661 - logcount_predictions_loss: 0.4676 27/1833 [..............................] - ETA: 9:27 - loss: 445.1286 - logits_profile_predictions_loss: 434.7026 - logcount_predictions_loss: 0.4675 28/1833 [..............................] - ETA: 9:27 - loss: 445.2741 - logits_profile_predictions_loss: 434.8543 - logcount_predictions_loss: 0.4673 29/1833 [..............................] - ETA: 9:26 - loss: 445.4250 - logits_profile_predictions_loss: 435.0135 - logcount_predictions_loss: 0.4669 30/1833 [..............................] - ETA: 9:26 - loss: 445.5750 - logits_profile_predictions_loss: 435.1699 - logcount_predictions_loss: 0.4666 31/1833 [..............................] - ETA: 9:26 - loss: 445.7581 - logits_profile_predictions_loss: 435.3584 - logcount_predictions_loss: 0.4664 32/1833 [..............................] - ETA: 9:26 - loss: 445.9486 - logits_profile_predictions_loss: 435.5555 - logcount_predictions_loss: 0.4661 33/1833 [..............................] - ETA: 9:25 - loss: 446.1193 - logits_profile_predictions_loss: 435.7258 - logcount_predictions_loss: 0.4661 34/1833 [..............................] - ETA: 9:25 - loss: 446.2883 - logits_profile_predictions_loss: 435.8943 - logcount_predictions_loss: 0.4661 35/1833 [..............................] - ETA: 9:25 - loss: 446.4624 - logits_profile_predictions_loss: 436.0689 - logcount_predictions_loss: 0.4661 36/1833 [..............................] - ETA: 9:24 - loss: 446.5585 - logits_profile_predictions_loss: 436.1665 - logcount_predictions_loss: 0.4660 37/1833 [..............................] - ETA: 9:24 - loss: 446.6215 - logits_profile_predictions_loss: 436.2315 - logcount_predictions_loss: 0.4659 38/1833 [..............................] - ETA: 9:24 - loss: 446.6659 - logits_profile_predictions_loss: 436.2763 - logcount_predictions_loss: 0.4659 39/1833 [..............................] - ETA: 9:23 - loss: 446.7286 - 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[..............................] - ETA: 9:21 - loss: 446.4884 - logits_profile_predictions_loss: 436.1211 - logcount_predictions_loss: 0.4649 47/1833 [..............................] - ETA: 9:21 - loss: 446.4566 - logits_profile_predictions_loss: 436.0946 - logcount_predictions_loss: 0.4647 48/1833 [..............................] - ETA: 9:21 - loss: 446.4224 - logits_profile_predictions_loss: 436.0666 - logcount_predictions_loss: 0.4644 49/1833 [..............................] - ETA: 9:21 - loss: 446.3906 - logits_profile_predictions_loss: 436.0396 - logcount_predictions_loss: 0.4642 50/1833 [..............................] - ETA: 9:20 - loss: 446.3513 - logits_profile_predictions_loss: 436.0050 - logcount_predictions_loss: 0.4640 51/1833 [..............................] - ETA: 9:20 - loss: 446.3070 - logits_profile_predictions_loss: 435.9664 - logcount_predictions_loss: 0.4637 52/1833 [..............................] - ETA: 9:20 - loss: 446.2582 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 8:22 - loss: 443.5088 - logits_profile_predictions_loss: 433.4799 - logcount_predictions_loss: 0.4497 243/1833 [==>...........................] - ETA: 8:21 - loss: 443.5055 - logits_profile_predictions_loss: 433.4773 - logcount_predictions_loss: 0.4497 244/1833 [==>...........................] - ETA: 8:21 - loss: 443.5029 - logits_profile_predictions_loss: 433.4752 - logcount_predictions_loss: 0.4497 245/1833 [===>..........................] - ETA: 8:21 - loss: 443.5016 - logits_profile_predictions_loss: 433.4746 - logcount_predictions_loss: 0.4496 246/1833 [===>..........................] - ETA: 8:20 - loss: 443.5000 - logits_profile_predictions_loss: 433.4736 - logcount_predictions_loss: 0.4496 247/1833 [===>..........................] - ETA: 8:20 - loss: 443.4984 - logits_profile_predictions_loss: 433.4727 - logcount_predictions_loss: 0.4496 248/1833 [===>..........................] - ETA: 8:20 - loss: 443.4972 - logits_profile_predictions_loss: 433.4721 - logcount_predictions_loss: 0.4496 249/1833 [===>..........................] - ETA: 8:19 - loss: 443.4954 - logits_profile_predictions_loss: 433.4709 - logcount_predictions_loss: 0.4495 250/1833 [===>..........................] - ETA: 8:19 - loss: 443.4945 - logits_profile_predictions_loss: 433.4707 - logcount_predictions_loss: 0.4495 251/1833 [===>..........................] - ETA: 8:19 - loss: 443.4956 - logits_profile_predictions_loss: 433.4723 - logcount_predictions_loss: 0.4495 252/1833 [===>..........................] - ETA: 8:19 - loss: 443.4968 - logits_profile_predictions_loss: 433.4741 - logcount_predictions_loss: 0.4494 253/1833 [===>..........................] - ETA: 8:18 - loss: 443.4974 - logits_profile_predictions_loss: 433.4753 - logcount_predictions_loss: 0.4494 254/1833 [===>..........................] - ETA: 8:18 - loss: 443.4979 - logits_profile_predictions_loss: 433.4764 - logcount_predictions_loss: 0.4494 255/1833 [===>..........................] - ETA: 8:18 - loss: 443.4981 - logits_profile_predictions_loss: 433.4773 - logcount_predictions_loss: 0.4494 256/1833 [===>..........................] - ETA: 8:17 - loss: 443.4978 - logits_profile_predictions_loss: 433.4776 - logcount_predictions_loss: 0.4493 257/1833 [===>..........................] - ETA: 8:17 - loss: 443.4985 - logits_profile_predictions_loss: 433.4790 - logcount_predictions_loss: 0.4493 258/1833 [===>..........................] - ETA: 8:17 - loss: 443.4996 - logits_profile_predictions_loss: 433.4806 - logcount_predictions_loss: 0.4493 259/1833 [===>..........................] - ETA: 8:16 - loss: 443.4994 - logits_profile_predictions_loss: 433.4811 - logcount_predictions_loss: 0.4493 260/1833 [===>..........................] - ETA: 8:16 - loss: 443.4998 - logits_profile_predictions_loss: 433.4820 - logcount_predictions_loss: 0.4492 261/1833 [===>..........................] - ETA: 8:16 - loss: 443.4992 - logits_profile_predictions_loss: 433.4821 - logcount_predictions_loss: 0.4492 262/1833 [===>..........................] - ETA: 8:15 - loss: 443.4983 - logits_profile_predictions_loss: 433.4819 - logcount_predictions_loss: 0.4492 263/1833 [===>..........................] - ETA: 8:15 - loss: 443.4966 - logits_profile_predictions_loss: 433.4807 - logcount_predictions_loss: 0.4491 264/1833 [===>..........................] - ETA: 8:15 - loss: 443.4953 - logits_profile_predictions_loss: 433.4801 - logcount_predictions_loss: 0.4491 265/1833 [===>..........................] - ETA: 8:14 - loss: 443.4945 - logits_profile_predictions_loss: 433.4799 - logcount_predictions_loss: 0.4491 266/1833 [===>..........................] - ETA: 8:14 - loss: 443.4937 - logits_profile_predictions_loss: 433.4797 - logcount_predictions_loss: 0.4491 267/1833 [===>..........................] - ETA: 8:14 - loss: 443.4927 - logits_profile_predictions_loss: 433.4794 - logcount_predictions_loss: 0.4490 268/1833 [===>..........................] - ETA: 8:14 - loss: 443.4925 - logits_profile_predictions_loss: 433.4798 - logcount_predictions_loss: 0.4490 269/1833 [===>..........................] - ETA: 8:13 - loss: 443.4921 - logits_profile_predictions_loss: 433.4800 - logcount_predictions_loss: 0.4490 270/1833 [===>..........................] - ETA: 8:13 - loss: 443.4915 - logits_profile_predictions_loss: 433.4800 - logcount_predictions_loss: 0.4489 271/1833 [===>..........................] - ETA: 8:13 - loss: 443.4919 - logits_profile_predictions_loss: 433.4809 - logcount_predictions_loss: 0.4489 272/1833 [===>..........................] - ETA: 8:12 - loss: 443.4927 - logits_profile_predictions_loss: 433.4823 - logcount_predictions_loss: 0.4489 273/1833 [===>..........................] - ETA: 8:12 - loss: 443.4927 - logits_profile_predictions_loss: 433.4829 - logcount_predictions_loss: 0.4489 274/1833 [===>..........................] - ETA: 8:12 - loss: 443.4922 - logits_profile_predictions_loss: 433.4830 - logcount_predictions_loss: 0.4488 275/1833 [===>..........................] - ETA: 8:11 - loss: 443.4916 - logits_profile_predictions_loss: 433.4828 - logcount_predictions_loss: 0.4488 276/1833 [===>..........................] - ETA: 8:11 - loss: 443.4906 - logits_profile_predictions_loss: 433.4825 - logcount_predictions_loss: 0.4488 277/1833 [===>..........................] - ETA: 8:11 - loss: 443.4899 - logits_profile_predictions_loss: 433.4823 - logcount_predictions_loss: 0.4488 278/1833 [===>..........................] - ETA: 8:10 - loss: 443.4888 - logits_profile_predictions_loss: 433.4817 - logcount_predictions_loss: 0.4487 279/1833 [===>..........................] - ETA: 8:10 - loss: 443.4873 - logits_profile_predictions_loss: 433.4807 - logcount_predictions_loss: 0.4487 280/1833 [===>..........................] - ETA: 8:10 - loss: 443.4857 - logits_profile_predictions_loss: 433.4798 - logcount_predictions_loss: 0.4487 281/1833 [===>..........................] - ETA: 8:10 - loss: 443.4843 - logits_profile_predictions_loss: 433.4788 - logcount_predictions_loss: 0.4487 282/1833 [===>..........................] - ETA: 8:09 - loss: 443.4831 - logits_profile_predictions_loss: 433.4781 - logcount_predictions_loss: 0.4486 283/1833 [===>..........................] - ETA: 8:09 - loss: 443.4820 - logits_profile_predictions_loss: 433.4776 - logcount_predictions_loss: 0.4486 284/1833 [===>..........................] - ETA: 8:09 - loss: 443.4810 - logits_profile_predictions_loss: 433.4771 - logcount_predictions_loss: 0.4486 285/1833 [===>..........................] - ETA: 8:08 - loss: 443.4796 - logits_profile_predictions_loss: 433.4762 - logcount_predictions_loss: 0.4486 286/1833 [===>..........................] - ETA: 8:08 - loss: 443.4776 - logits_profile_predictions_loss: 433.4746 - logcount_predictions_loss: 0.4486 287/1833 [===>..........................] - ETA: 8:08 - loss: 443.4751 - logits_profile_predictions_loss: 433.4726 - logcount_predictions_loss: 0.4485 288/1833 [===>..........................] - ETA: 8:07 - loss: 443.4727 - logits_profile_predictions_loss: 433.4706 - logcount_predictions_loss: 0.4485 289/1833 [===>..........................] - ETA: 8:07 - loss: 443.4701 - logits_profile_predictions_loss: 433.4685 - logcount_predictions_loss: 0.4485 290/1833 [===>..........................] - ETA: 8:07 - loss: 443.4671 - logits_profile_predictions_loss: 433.4659 - logcount_predictions_loss: 0.4485 291/1833 [===>..........................] - ETA: 8:06 - loss: 443.4629 - logits_profile_predictions_loss: 433.4622 - logcount_predictions_loss: 0.4485 292/1833 [===>..........................] - ETA: 8:06 - loss: 443.4585 - logits_profile_predictions_loss: 433.4584 - logcount_predictions_loss: 0.4484 293/1833 [===>..........................] - ETA: 8:06 - loss: 443.4556 - logits_profile_predictions_loss: 433.4560 - logcount_predictions_loss: 0.4484 294/1833 [===>..........................] - ETA: 8:06 - loss: 443.4533 - logits_profile_predictions_loss: 433.4541 - logcount_predictions_loss: 0.4484 295/1833 [===>..........................] - ETA: 8:05 - loss: 443.4507 - logits_profile_predictions_loss: 433.4520 - logcount_predictions_loss: 0.4484 296/1833 [===>..........................] - ETA: 8:05 - loss: 443.4483 - logits_profile_predictions_loss: 433.4501 - logcount_predictions_loss: 0.4483 297/1833 [===>..........................] - ETA: 8:05 - loss: 443.4462 - logits_profile_predictions_loss: 433.4484 - logcount_predictions_loss: 0.4483 298/1833 [===>..........................] - ETA: 8:04 - loss: 443.4435 - logits_profile_predictions_loss: 433.4462 - logcount_predictions_loss: 0.4483 299/1833 [===>..........................] - ETA: 8:04 - loss: 443.4404 - logits_profile_predictions_loss: 433.4436 - logcount_predictions_loss: 0.4483 300/1833 [===>..........................] - ETA: 8:04 - loss: 443.4375 - logits_profile_predictions_loss: 433.4412 - logcount_predictions_loss: 0.4483 301/1833 [===>..........................] - ETA: 8:03 - loss: 443.4338 - logits_profile_predictions_loss: 433.4380 - logcount_predictions_loss: 0.4482 302/1833 [===>..........................] - ETA: 8:03 - loss: 443.4306 - logits_profile_predictions_loss: 433.4353 - logcount_predictions_loss: 0.4482 303/1833 [===>..........................] - ETA: 8:03 - loss: 443.4276 - logits_profile_predictions_loss: 433.4328 - logcount_predictions_loss: 0.4482 304/1833 [===>..........................] - ETA: 8:02 - loss: 443.4246 - logits_profile_predictions_loss: 433.4303 - logcount_predictions_loss: 0.4482 305/1833 [===>..........................] - ETA: 8:02 - loss: 443.4213 - logits_profile_predictions_loss: 433.4276 - logcount_predictions_loss: 0.4481 306/1833 [====>.........................] - ETA: 8:02 - loss: 443.4175 - logits_profile_predictions_loss: 433.4243 - logcount_predictions_loss: 0.4481 307/1833 [====>.........................] - ETA: 8:01 - loss: 443.4131 - logits_profile_predictions_loss: 433.4204 - logcount_predictions_loss: 0.4481 308/1833 [====>.........................] - ETA: 8:01 - loss: 443.4085 - logits_profile_predictions_loss: 433.4163 - logcount_predictions_loss: 0.4481 309/1833 [====>.........................] - ETA: 8:01 - loss: 443.4037 - logits_profile_predictions_loss: 433.4119 - logcount_predictions_loss: 0.4481 310/1833 [====>.........................] - ETA: 8:01 - loss: 443.3995 - logits_profile_predictions_loss: 433.4082 - logcount_predictions_loss: 0.4480 311/1833 [====>.........................] - ETA: 8:00 - loss: 443.3956 - logits_profile_predictions_loss: 433.4049 - logcount_predictions_loss: 0.4480 312/1833 [====>.........................] - ETA: 8:00 - loss: 443.3916 - logits_profile_predictions_loss: 433.4013 - logcount_predictions_loss: 0.4480 313/1833 [====>.........................] - ETA: 8:00 - loss: 443.3875 - logits_profile_predictions_loss: 433.3978 - logcount_predictions_loss: 0.4480 314/1833 [====>.........................] - ETA: 7:59 - loss: 443.3833 - logits_profile_predictions_loss: 433.3941 - logcount_predictions_loss: 0.4479 315/1833 [====>.........................] - ETA: 7:59 - loss: 443.3792 - logits_profile_predictions_loss: 433.3905 - logcount_predictions_loss: 0.4479 316/1833 [====>.........................] - ETA: 7:59 - loss: 443.3750 - logits_profile_predictions_loss: 433.3868 - logcount_predictions_loss: 0.4479 317/1833 [====>.........................] - ETA: 7:58 - loss: 443.3713 - logits_profile_predictions_loss: 433.3836 - logcount_predictions_loss: 0.4479 318/1833 [====>.........................] - ETA: 7:58 - loss: 443.3678 - logits_profile_predictions_loss: 433.3807 - logcount_predictions_loss: 0.4479 319/1833 [====>.........................] - ETA: 7:58 - loss: 443.3641 - logits_profile_predictions_loss: 433.3775 - logcount_predictions_loss: 0.4478 320/1833 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logits_profile_predictions_loss: 430.1150 - logcount_predictions_loss: 0.4278 1830/1833 [============================>.] - ETA: 0s - loss: 439.6528 - logits_profile_predictions_loss: 430.1133 - logcount_predictions_loss: 0.4278 1831/1833 [============================>.] - ETA: 0s - loss: 439.6510 - logits_profile_predictions_loss: 430.1117 - logcount_predictions_loss: 0.4278 1832/1833 [============================>.] - ETA: 0s - loss: 439.6491 - logits_profile_predictions_loss: 430.1100 - logcount_predictions_loss: 0.4278 1833/1833 [==============================] - ETA: 0s - loss: 439.6473 - logits_profile_predictions_loss: 430.1083 - logcount_predictions_loss: 0.4278 1833/1833 [==============================] - 612s 334ms/step - loss: 439.6455 - logits_profile_predictions_loss: 430.1066 - logcount_predictions_loss: 0.4278 - val_loss: 560.7656 - val_logits_profile_predictions_loss: 545.0558 - val_logcount_predictions_loss: 0.7045 Epoch 00016: val_loss improved from 565.45410 to 560.76562, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 17/50 1/1833 [..............................] - ETA: 9:42 - loss: 450.8303 - logits_profile_predictions_loss: 439.2469 - logcount_predictions_loss: 0.5194 2/1833 [..............................] - ETA: 9:32 - loss: 435.2648 - logits_profile_predictions_loss: 424.8283 - logcount_predictions_loss: 0.4680 3/1833 [..............................] - ETA: 9:32 - loss: 423.3113 - logits_profile_predictions_loss: 413.5442 - logcount_predictions_loss: 0.4380 4/1833 [..............................] - ETA: 9:33 - loss: 417.1464 - logits_profile_predictions_loss: 407.5516 - logcount_predictions_loss: 0.4303 5/1833 [..............................] - ETA: 9:33 - loss: 414.3418 - logits_profile_predictions_loss: 404.8917 - logcount_predictions_loss: 0.4238 6/1833 [..............................] - ETA: 9:33 - loss: 412.5157 - logits_profile_predictions_loss: 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1823/1833 [============================>.] - ETA: 3s - loss: 428.8845 - logits_profile_predictions_loss: 420.4374 - logcount_predictions_loss: 0.3788 1824/1833 [============================>.] - ETA: 2s - loss: 428.8848 - logits_profile_predictions_loss: 420.4378 - logcount_predictions_loss: 0.3788 1825/1833 [============================>.] - ETA: 2s - loss: 428.8852 - logits_profile_predictions_loss: 420.4381 - logcount_predictions_loss: 0.3788 1826/1833 [============================>.] - ETA: 2s - loss: 428.8855 - logits_profile_predictions_loss: 420.4385 - logcount_predictions_loss: 0.3788 1827/1833 [============================>.] - ETA: 1s - loss: 428.8858 - logits_profile_predictions_loss: 420.4389 - logcount_predictions_loss: 0.3788 1828/1833 [============================>.] - ETA: 1s - loss: 428.8861 - logits_profile_predictions_loss: 420.4393 - logcount_predictions_loss: 0.3788 1829/1833 [============================>.] - ETA: 1s - loss: 428.8864 - logits_profile_predictions_loss: 420.4396 - logcount_predictions_loss: 0.3788 1830/1833 [============================>.] - ETA: 0s - loss: 428.8867 - logits_profile_predictions_loss: 420.4400 - logcount_predictions_loss: 0.3788 1831/1833 [============================>.] - ETA: 0s - loss: 428.8870 - logits_profile_predictions_loss: 420.4404 - logcount_predictions_loss: 0.3788 1832/1833 [============================>.] - ETA: 0s - loss: 428.8873 - logits_profile_predictions_loss: 420.4408 - logcount_predictions_loss: 0.3788 1833/1833 [==============================] - ETA: 0s - loss: 428.8876 - logits_profile_predictions_loss: 420.4411 - logcount_predictions_loss: 0.3788 1833/1833 [==============================] - 612s 334ms/step - loss: 428.8879 - logits_profile_predictions_loss: 420.4415 - logcount_predictions_loss: 0.3788 - val_loss: 563.8729 - val_logits_profile_predictions_loss: 547.7996 - val_logcount_predictions_loss: 0.7208 Epoch 00017: val_loss did not improve from 560.76562 Epoch 18/50 1/1833 [..............................] - ETA: 9:43 - loss: 388.7642 - logits_profile_predictions_loss: 382.6989 - logcount_predictions_loss: 0.2720 2/1833 [..............................] - ETA: 9:30 - loss: 411.5144 - logits_profile_predictions_loss: 405.0457 - logcount_predictions_loss: 0.2901 3/1833 [..............................] - ETA: 9:31 - loss: 422.4626 - logits_profile_predictions_loss: 415.7894 - logcount_predictions_loss: 0.2992 4/1833 [..............................] - ETA: 9:32 - loss: 430.8855 - logits_profile_predictions_loss: 423.9722 - logcount_predictions_loss: 0.3100 5/1833 [..............................] - ETA: 9:32 - loss: 435.7160 - logits_profile_predictions_loss: 428.6533 - logcount_predictions_loss: 0.3167 6/1833 [..............................] - ETA: 9:31 - loss: 437.5573 - logits_profile_predictions_loss: 430.3469 - logcount_predictions_loss: 0.3233 7/1833 [..............................] - ETA: 9:32 - loss: 438.4523 - logits_profile_predictions_loss: 431.1396 - logcount_predictions_loss: 0.3279 8/1833 [..............................] - ETA: 9:32 - loss: 438.8782 - logits_profile_predictions_loss: 431.4920 - logcount_predictions_loss: 0.3312 9/1833 [..............................] - ETA: 9:31 - loss: 438.3626 - logits_profile_predictions_loss: 430.9139 - logcount_predictions_loss: 0.3340 10/1833 [..............................] - ETA: 9:31 - loss: 439.0275 - logits_profile_predictions_loss: 431.5136 - logcount_predictions_loss: 0.3369 11/1833 [..............................] - ETA: 9:31 - loss: 439.0767 - logits_profile_predictions_loss: 431.5271 - logcount_predictions_loss: 0.3385 12/1833 [..............................] - ETA: 9:31 - loss: 439.2790 - logits_profile_predictions_loss: 431.7227 - logcount_predictions_loss: 0.3388 13/1833 [..............................] - ETA: 9:30 - loss: 439.2891 - logits_profile_predictions_loss: 431.7264 - logcount_predictions_loss: 0.3391 14/1833 [..............................] - ETA: 9:30 - loss: 439.5061 - logits_profile_predictions_loss: 431.9390 - logcount_predictions_loss: 0.3393 15/1833 [..............................] - ETA: 9:30 - loss: 439.5913 - logits_profile_predictions_loss: 432.0223 - logcount_predictions_loss: 0.3394 16/1833 [..............................] - ETA: 9:30 - loss: 439.4859 - logits_profile_predictions_loss: 431.9182 - logcount_predictions_loss: 0.3394 17/1833 [..............................] - ETA: 9:29 - loss: 439.1540 - logits_profile_predictions_loss: 431.5846 - logcount_predictions_loss: 0.3394 18/1833 [..............................] - ETA: 9:29 - loss: 438.9720 - logits_profile_predictions_loss: 431.4023 - logcount_predictions_loss: 0.3395 19/1833 [..............................] - ETA: 9:29 - loss: 438.7917 - logits_profile_predictions_loss: 431.2284 - logcount_predictions_loss: 0.3392 20/1833 [..............................] - ETA: 9:29 - loss: 438.6395 - logits_profile_predictions_loss: 431.0804 - logcount_predictions_loss: 0.3390 21/1833 [..............................] - ETA: 9:28 - loss: 438.5206 - logits_profile_predictions_loss: 430.9702 - logcount_predictions_loss: 0.3386 22/1833 [..............................] - ETA: 9:28 - loss: 438.3958 - logits_profile_predictions_loss: 430.8521 - logcount_predictions_loss: 0.3383 23/1833 [..............................] - ETA: 9:28 - loss: 438.2119 - logits_profile_predictions_loss: 430.6699 - logcount_predictions_loss: 0.3382 24/1833 [..............................] - ETA: 9:27 - loss: 438.0622 - logits_profile_predictions_loss: 430.5251 - logcount_predictions_loss: 0.3380 25/1833 [..............................] - ETA: 9:27 - loss: 437.9606 - logits_profile_predictions_loss: 430.4306 - logcount_predictions_loss: 0.3377 26/1833 [..............................] - ETA: 9:27 - loss: 437.8509 - logits_profile_predictions_loss: 430.3288 - logcount_predictions_loss: 0.3373 27/1833 [..............................] - ETA: 9:27 - loss: 437.7912 - logits_profile_predictions_loss: 430.2730 - logcount_predictions_loss: 0.3371 28/1833 [..............................] - ETA: 9:26 - loss: 437.7748 - logits_profile_predictions_loss: 430.2623 - logcount_predictions_loss: 0.3369 29/1833 [..............................] - ETA: 9:26 - loss: 437.7690 - logits_profile_predictions_loss: 430.2625 - logcount_predictions_loss: 0.3366 30/1833 [..............................] - ETA: 9:26 - loss: 437.8393 - logits_profile_predictions_loss: 430.3363 - logcount_predictions_loss: 0.3365 31/1833 [..............................] - ETA: 9:25 - loss: 437.9729 - logits_profile_predictions_loss: 430.4719 - logcount_predictions_loss: 0.3364 32/1833 [..............................] - ETA: 9:25 - loss: 438.0513 - logits_profile_predictions_loss: 430.5526 - logcount_predictions_loss: 0.3363 33/1833 [..............................] - ETA: 9:25 - loss: 438.0937 - logits_profile_predictions_loss: 430.5985 - logcount_predictions_loss: 0.3361 34/1833 [..............................] - ETA: 9:25 - loss: 438.1375 - logits_profile_predictions_loss: 430.6466 - logcount_predictions_loss: 0.3359 35/1833 [..............................] - ETA: 9:24 - loss: 438.1559 - logits_profile_predictions_loss: 430.6711 - logcount_predictions_loss: 0.3356 36/1833 [..............................] - ETA: 9:24 - loss: 438.1672 - logits_profile_predictions_loss: 430.6869 - logcount_predictions_loss: 0.3354 37/1833 [..............................] - ETA: 9:24 - loss: 438.2047 - logits_profile_predictions_loss: 430.7281 - logcount_predictions_loss: 0.3353 38/1833 [..............................] - ETA: 9:23 - loss: 438.2845 - logits_profile_predictions_loss: 430.8121 - logcount_predictions_loss: 0.3351 39/1833 [..............................] - ETA: 9:23 - loss: 438.3636 - logits_profile_predictions_loss: 430.8956 - logcount_predictions_loss: 0.3349 40/1833 [..............................] - ETA: 9:23 - loss: 438.4026 - logits_profile_predictions_loss: 430.9381 - logcount_predictions_loss: 0.3347 41/1833 [..............................] - ETA: 9:22 - loss: 438.3960 - logits_profile_predictions_loss: 430.9351 - logcount_predictions_loss: 0.3346 42/1833 [..............................] - ETA: 9:22 - loss: 438.3675 - logits_profile_predictions_loss: 430.9087 - logcount_predictions_loss: 0.3345 43/1833 [..............................] - ETA: 9:22 - loss: 438.2987 - logits_profile_predictions_loss: 430.8424 - logcount_predictions_loss: 0.3344 44/1833 [..............................] - ETA: 9:21 - loss: 438.2052 - logits_profile_predictions_loss: 430.7511 - logcount_predictions_loss: 0.3343 45/1833 [..............................] - ETA: 9:21 - loss: 438.1179 - logits_profile_predictions_loss: 430.6665 - logcount_predictions_loss: 0.3341 46/1833 [..............................] - ETA: 9:21 - loss: 438.0081 - logits_profile_predictions_loss: 430.5599 - logcount_predictions_loss: 0.3340 47/1833 [..............................] - ETA: 9:21 - loss: 437.9164 - logits_profile_predictions_loss: 430.4715 - logcount_predictions_loss: 0.3339 48/1833 [..............................] - ETA: 9:20 - loss: 437.8114 - logits_profile_predictions_loss: 430.3691 - logcount_predictions_loss: 0.3337 49/1833 [..............................] - ETA: 9:20 - loss: 437.7100 - logits_profile_predictions_loss: 430.2695 - logcount_predictions_loss: 0.3337 50/1833 [..............................] - ETA: 9:20 - loss: 437.6058 - logits_profile_predictions_loss: 430.1679 - logcount_predictions_loss: 0.3335 51/1833 [..............................] - ETA: 9:19 - loss: 437.4909 - logits_profile_predictions_loss: 430.0560 - logcount_predictions_loss: 0.3334 52/1833 [..............................] - ETA: 9:19 - loss: 437.3716 - logits_profile_predictions_loss: 429.9394 - logcount_predictions_loss: 0.3333 53/1833 [..............................] - ETA: 9:19 - loss: 437.2409 - logits_profile_predictions_loss: 429.8109 - logcount_predictions_loss: 0.3332 54/1833 [..............................] - ETA: 9:18 - loss: 437.1286 - logits_profile_predictions_loss: 429.7013 - logcount_predictions_loss: 0.3331 55/1833 [..............................] - ETA: 9:18 - loss: 437.0229 - logits_profile_predictions_loss: 429.5985 - logcount_predictions_loss: 0.3329 56/1833 [..............................] - ETA: 9:18 - loss: 436.9405 - logits_profile_predictions_loss: 429.5193 - logcount_predictions_loss: 0.3328 57/1833 [..............................] - ETA: 9:18 - loss: 436.8416 - logits_profile_predictions_loss: 429.4233 - logcount_predictions_loss: 0.3327 58/1833 [..............................] - ETA: 9:17 - loss: 436.7317 - logits_profile_predictions_loss: 429.3168 - logcount_predictions_loss: 0.3325 59/1833 [..............................] - ETA: 9:17 - loss: 436.6405 - logits_profile_predictions_loss: 429.2281 - logcount_predictions_loss: 0.3324 60/1833 [..............................] - ETA: 9:17 - loss: 436.5548 - logits_profile_predictions_loss: 429.1439 - logcount_predictions_loss: 0.3323 61/1833 [..............................] - ETA: 9:16 - loss: 436.4789 - logits_profile_predictions_loss: 429.0683 - logcount_predictions_loss: 0.3323 62/1833 [>.............................] - ETA: 9:16 - loss: 436.3933 - logits_profile_predictions_loss: 428.9827 - logcount_predictions_loss: 0.3323 63/1833 [>.............................] - ETA: 9:16 - loss: 436.2907 - logits_profile_predictions_loss: 428.8806 - logcount_predictions_loss: 0.3323 64/1833 [>.............................] - ETA: 9:15 - loss: 436.1915 - logits_profile_predictions_loss: 428.7822 - logcount_predictions_loss: 0.3323 65/1833 [>.............................] - ETA: 9:15 - loss: 436.0922 - logits_profile_predictions_loss: 428.6834 - logcount_predictions_loss: 0.3322 66/1833 [>.............................] - ETA: 9:15 - loss: 435.9891 - logits_profile_predictions_loss: 428.5804 - logcount_predictions_loss: 0.3322 67/1833 [>.............................] - ETA: 9:15 - loss: 435.8765 - logits_profile_predictions_loss: 428.4673 - logcount_predictions_loss: 0.3323 68/1833 [>.............................] - ETA: 9:14 - loss: 435.7774 - logits_profile_predictions_loss: 428.3676 - logcount_predictions_loss: 0.3323 69/1833 [>.............................] - ETA: 9:14 - loss: 435.6856 - logits_profile_predictions_loss: 428.2748 - logcount_predictions_loss: 0.3323 70/1833 [>.............................] - ETA: 9:14 - loss: 435.5944 - logits_profile_predictions_loss: 428.1828 - logcount_predictions_loss: 0.3324 71/1833 [>.............................] - ETA: 9:13 - loss: 435.5086 - logits_profile_predictions_loss: 428.0962 - logcount_predictions_loss: 0.3324 72/1833 [>.............................] - ETA: 9:13 - loss: 435.4210 - logits_profile_predictions_loss: 428.0076 - logcount_predictions_loss: 0.3324 73/1833 [>.............................] - ETA: 9:13 - loss: 435.3308 - logits_profile_predictions_loss: 427.9166 - logcount_predictions_loss: 0.3325 74/1833 [>.............................] - ETA: 9:12 - loss: 435.2388 - logits_profile_predictions_loss: 427.8239 - logcount_predictions_loss: 0.3325 75/1833 [>.............................] - ETA: 9:12 - loss: 435.1440 - logits_profile_predictions_loss: 427.7279 - logcount_predictions_loss: 0.3326 76/1833 [>.............................] - ETA: 9:12 - loss: 435.0537 - logits_profile_predictions_loss: 427.6365 - logcount_predictions_loss: 0.3326 77/1833 [>.............................] - ETA: 9:12 - loss: 434.9542 - logits_profile_predictions_loss: 427.5360 - logcount_predictions_loss: 0.3327 78/1833 [>.............................] - ETA: 9:11 - loss: 434.8613 - logits_profile_predictions_loss: 427.4424 - logcount_predictions_loss: 0.3327 79/1833 [>.............................] - ETA: 9:11 - loss: 434.7801 - logits_profile_predictions_loss: 427.3607 - logcount_predictions_loss: 0.3327 80/1833 [>.............................] - ETA: 9:11 - loss: 434.7135 - logits_profile_predictions_loss: 427.2933 - logcount_predictions_loss: 0.3327 81/1833 [>.............................] - ETA: 9:10 - loss: 434.6441 - logits_profile_predictions_loss: 427.2229 - logcount_predictions_loss: 0.3328 82/1833 [>.............................] - ETA: 9:10 - loss: 434.5689 - logits_profile_predictions_loss: 427.1466 - logcount_predictions_loss: 0.3328 83/1833 [>.............................] - ETA: 9:10 - loss: 434.4980 - logits_profile_predictions_loss: 427.0747 - logcount_predictions_loss: 0.3329 84/1833 [>.............................] - ETA: 9:09 - loss: 434.4323 - logits_profile_predictions_loss: 427.0080 - logcount_predictions_loss: 0.3329 85/1833 [>.............................] - ETA: 9:09 - loss: 434.3676 - logits_profile_predictions_loss: 426.9422 - logcount_predictions_loss: 0.3330 86/1833 [>.............................] - ETA: 9:09 - loss: 434.3053 - logits_profile_predictions_loss: 426.8789 - logcount_predictions_loss: 0.3330 87/1833 [>.............................] - ETA: 9:09 - loss: 434.2462 - logits_profile_predictions_loss: 426.8191 - logcount_predictions_loss: 0.3331 88/1833 [>.............................] - ETA: 9:08 - loss: 434.1820 - logits_profile_predictions_loss: 426.7540 - logcount_predictions_loss: 0.3331 89/1833 [>.............................] - ETA: 9:08 - loss: 434.1208 - logits_profile_predictions_loss: 426.6914 - logcount_predictions_loss: 0.3332 90/1833 [>.............................] - ETA: 9:08 - loss: 434.0654 - logits_profile_predictions_loss: 426.6348 - logcount_predictions_loss: 0.3332 91/1833 [>.............................] - ETA: 9:07 - loss: 434.0062 - logits_profile_predictions_loss: 426.5746 - logcount_predictions_loss: 0.3333 92/1833 [>.............................] - ETA: 9:07 - loss: 433.9422 - logits_profile_predictions_loss: 426.5093 - logcount_predictions_loss: 0.3333 93/1833 [>.............................] - ETA: 9:07 - loss: 433.8815 - logits_profile_predictions_loss: 426.4476 - logcount_predictions_loss: 0.3334 94/1833 [>.............................] - ETA: 9:06 - loss: 433.8236 - logits_profile_predictions_loss: 426.3887 - logcount_predictions_loss: 0.3334 95/1833 [>.............................] - ETA: 9:06 - loss: 433.7637 - logits_profile_predictions_loss: 426.3278 - logcount_predictions_loss: 0.3334 96/1833 [>.............................] - ETA: 9:06 - loss: 433.7147 - logits_profile_predictions_loss: 426.2780 - logcount_predictions_loss: 0.3335 97/1833 [>.............................] - ETA: 9:06 - loss: 433.6650 - logits_profile_predictions_loss: 426.2273 - logcount_predictions_loss: 0.3335 98/1833 [>.............................] - ETA: 9:05 - loss: 433.6176 - logits_profile_predictions_loss: 426.1789 - logcount_predictions_loss: 0.3336 99/1833 [>.............................] - ETA: 9:05 - loss: 433.5686 - logits_profile_predictions_loss: 426.1292 - logcount_predictions_loss: 0.3336 100/1833 [>.............................] - ETA: 9:05 - loss: 433.5198 - logits_profile_predictions_loss: 426.0799 - logcount_predictions_loss: 0.3336 101/1833 [>.............................] - ETA: 9:04 - loss: 433.4694 - logits_profile_predictions_loss: 426.0292 - logcount_predictions_loss: 0.3336 102/1833 [>.............................] - ETA: 9:04 - loss: 433.4206 - logits_profile_predictions_loss: 425.9804 - logcount_predictions_loss: 0.3336 103/1833 [>.............................] - ETA: 9:04 - loss: 433.3690 - logits_profile_predictions_loss: 425.9288 - logcount_predictions_loss: 0.3336 104/1833 [>.............................] - ETA: 9:03 - loss: 433.3197 - logits_profile_predictions_loss: 425.8795 - logcount_predictions_loss: 0.3336 105/1833 [>.............................] - ETA: 9:03 - loss: 433.2675 - logits_profile_predictions_loss: 425.8275 - logcount_predictions_loss: 0.3336 106/1833 [>.............................] - ETA: 9:03 - loss: 433.2180 - logits_profile_predictions_loss: 425.7780 - logcount_predictions_loss: 0.3336 107/1833 [>.............................] - ETA: 9:03 - loss: 433.1650 - logits_profile_predictions_loss: 425.7249 - logcount_predictions_loss: 0.3336 108/1833 [>.............................] - ETA: 9:02 - loss: 433.1175 - logits_profile_predictions_loss: 425.6773 - logcount_predictions_loss: 0.3336 109/1833 [>.............................] - ETA: 9:02 - loss: 433.0689 - logits_profile_predictions_loss: 425.6286 - logcount_predictions_loss: 0.3336 110/1833 [>.............................] - ETA: 9:02 - loss: 433.0229 - logits_profile_predictions_loss: 425.5821 - logcount_predictions_loss: 0.3337 111/1833 [>.............................] - ETA: 9:01 - loss: 432.9820 - logits_profile_predictions_loss: 425.5407 - logcount_predictions_loss: 0.3337 112/1833 [>.............................] - ETA: 9:01 - loss: 432.9438 - logits_profile_predictions_loss: 425.5021 - logcount_predictions_loss: 0.3337 113/1833 [>.............................] - ETA: 9:01 - loss: 432.9007 - logits_profile_predictions_loss: 425.4587 - logcount_predictions_loss: 0.3337 114/1833 [>.............................] - ETA: 9:00 - loss: 432.8557 - logits_profile_predictions_loss: 425.4133 - logcount_predictions_loss: 0.3337 115/1833 [>.............................] - ETA: 9:00 - loss: 432.8110 - logits_profile_predictions_loss: 425.3682 - logcount_predictions_loss: 0.3338 116/1833 [>.............................] - ETA: 9:00 - loss: 432.7640 - logits_profile_predictions_loss: 425.3208 - logcount_predictions_loss: 0.3338 117/1833 [>.............................] - ETA: 8:59 - loss: 432.7162 - logits_profile_predictions_loss: 425.2727 - logcount_predictions_loss: 0.3338 118/1833 [>.............................] - ETA: 8:59 - loss: 432.6693 - logits_profile_predictions_loss: 425.2254 - logcount_predictions_loss: 0.3338 119/1833 [>.............................] - ETA: 8:59 - loss: 432.6238 - logits_profile_predictions_loss: 425.1794 - logcount_predictions_loss: 0.3338 120/1833 [>.............................] - ETA: 8:59 - loss: 432.5821 - logits_profile_predictions_loss: 425.1370 - logcount_predictions_loss: 0.3339 121/1833 [>.............................] - ETA: 8:58 - loss: 432.5413 - logits_profile_predictions_loss: 425.0956 - logcount_predictions_loss: 0.3339 122/1833 [>.............................] - ETA: 8:58 - loss: 432.5008 - logits_profile_predictions_loss: 425.0545 - logcount_predictions_loss: 0.3339 123/1833 [=>............................] - ETA: 8:58 - loss: 432.4650 - logits_profile_predictions_loss: 425.0179 - logcount_predictions_loss: 0.3339 124/1833 [=>............................] - ETA: 8:57 - loss: 432.4294 - logits_profile_predictions_loss: 424.9817 - logcount_predictions_loss: 0.3340 125/1833 [=>............................] - ETA: 8:57 - loss: 432.3951 - logits_profile_predictions_loss: 424.9469 - logcount_predictions_loss: 0.3340 126/1833 [=>............................] - ETA: 8:57 - loss: 432.3610 - logits_profile_predictions_loss: 424.9121 - logcount_predictions_loss: 0.3340 127/1833 [=>............................] - ETA: 8:56 - loss: 432.3211 - logits_profile_predictions_loss: 424.8715 - logcount_predictions_loss: 0.3341 128/1833 [=>............................] - ETA: 8:56 - loss: 432.2803 - logits_profile_predictions_loss: 424.8299 - logcount_predictions_loss: 0.3341 129/1833 [=>............................] - ETA: 8:56 - loss: 432.2380 - logits_profile_predictions_loss: 424.7868 - logcount_predictions_loss: 0.3341 130/1833 [=>............................] - ETA: 8:55 - loss: 432.1920 - logits_profile_predictions_loss: 424.7400 - logcount_predictions_loss: 0.3342 131/1833 [=>............................] - ETA: 8:55 - loss: 432.1447 - logits_profile_predictions_loss: 424.6920 - logcount_predictions_loss: 0.3342 132/1833 [=>............................] - ETA: 8:55 - loss: 432.0960 - logits_profile_predictions_loss: 424.6426 - logcount_predictions_loss: 0.3342 133/1833 [=>............................] - ETA: 8:55 - loss: 432.0479 - logits_profile_predictions_loss: 424.5939 - logcount_predictions_loss: 0.3343 134/1833 [=>............................] - ETA: 8:54 - loss: 432.0020 - logits_profile_predictions_loss: 424.5472 - logcount_predictions_loss: 0.3343 135/1833 [=>............................] - ETA: 8:54 - loss: 431.9559 - logits_profile_predictions_loss: 424.5005 - logcount_predictions_loss: 0.3343 136/1833 [=>............................] - ETA: 8:54 - loss: 431.9131 - logits_profile_predictions_loss: 424.4570 - logcount_predictions_loss: 0.3344 137/1833 [=>............................] - ETA: 8:53 - loss: 431.8727 - logits_profile_predictions_loss: 424.4159 - logcount_predictions_loss: 0.3344 138/1833 [=>............................] - ETA: 8:53 - loss: 431.8310 - logits_profile_predictions_loss: 424.3733 - logcount_predictions_loss: 0.3344 139/1833 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419.9313 - logcount_predictions_loss: 0.3442 1811/1833 [============================>.] - ETA: 6s - loss: 427.6056 - logits_profile_predictions_loss: 419.9306 - logcount_predictions_loss: 0.3442 1812/1833 [============================>.] - ETA: 6s - loss: 427.6050 - logits_profile_predictions_loss: 419.9300 - logcount_predictions_loss: 0.3442 1813/1833 [============================>.] - ETA: 6s - loss: 427.6044 - logits_profile_predictions_loss: 419.9294 - logcount_predictions_loss: 0.3442 1814/1833 [============================>.] - ETA: 6s - loss: 427.6038 - logits_profile_predictions_loss: 419.9288 - logcount_predictions_loss: 0.3442 1815/1833 [============================>.] - ETA: 5s - loss: 427.6032 - logits_profile_predictions_loss: 419.9282 - logcount_predictions_loss: 0.3442 1816/1833 [============================>.] - ETA: 5s - loss: 427.6026 - logits_profile_predictions_loss: 419.9276 - logcount_predictions_loss: 0.3442 1817/1833 [============================>.] - ETA: 5s - loss: 427.6019 - logits_profile_predictions_loss: 419.9270 - logcount_predictions_loss: 0.3442 1818/1833 [============================>.] - ETA: 4s - loss: 427.6013 - logits_profile_predictions_loss: 419.9263 - logcount_predictions_loss: 0.3442 1819/1833 [============================>.] - ETA: 4s - loss: 427.6007 - logits_profile_predictions_loss: 419.9257 - logcount_predictions_loss: 0.3442 1820/1833 [============================>.] - ETA: 4s - loss: 427.6001 - logits_profile_predictions_loss: 419.9251 - logcount_predictions_loss: 0.3442 1821/1833 [============================>.] - ETA: 3s - loss: 427.5995 - logits_profile_predictions_loss: 419.9245 - logcount_predictions_loss: 0.3442 1822/1833 [============================>.] - ETA: 3s - loss: 427.5988 - logits_profile_predictions_loss: 419.9238 - logcount_predictions_loss: 0.3442 1823/1833 [============================>.] - ETA: 3s - loss: 427.5982 - logits_profile_predictions_loss: 419.9232 - logcount_predictions_loss: 0.3442 1824/1833 [============================>.] - ETA: 2s - loss: 427.5976 - logits_profile_predictions_loss: 419.9226 - logcount_predictions_loss: 0.3442 1825/1833 [============================>.] - ETA: 2s - loss: 427.5970 - logits_profile_predictions_loss: 419.9220 - logcount_predictions_loss: 0.3442 1826/1833 [============================>.] - ETA: 2s - loss: 427.5963 - logits_profile_predictions_loss: 419.9214 - logcount_predictions_loss: 0.3442 1827/1833 [============================>.] - ETA: 1s - loss: 427.5957 - logits_profile_predictions_loss: 419.9207 - logcount_predictions_loss: 0.3442 1828/1833 [============================>.] - ETA: 1s - loss: 427.5951 - logits_profile_predictions_loss: 419.9201 - logcount_predictions_loss: 0.3442 1829/1833 [============================>.] - ETA: 1s - loss: 427.5945 - logits_profile_predictions_loss: 419.9195 - logcount_predictions_loss: 0.3442 1830/1833 [============================>.] - ETA: 0s - loss: 427.5939 - logits_profile_predictions_loss: 419.9189 - logcount_predictions_loss: 0.3442 1831/1833 [============================>.] - ETA: 0s - loss: 427.5932 - logits_profile_predictions_loss: 419.9183 - logcount_predictions_loss: 0.3442 1832/1833 [============================>.] - ETA: 0s - loss: 427.5926 - logits_profile_predictions_loss: 419.9177 - logcount_predictions_loss: 0.3442 1833/1833 [==============================] - ETA: 0s - loss: 427.5920 - logits_profile_predictions_loss: 419.9171 - logcount_predictions_loss: 0.3442 1833/1833 [==============================] - 612s 334ms/step - loss: 427.5914 - logits_profile_predictions_loss: 419.9165 - logcount_predictions_loss: 0.3442 - val_loss: 562.5048 - val_logits_profile_predictions_loss: 546.9515 - val_logcount_predictions_loss: 0.6975 Epoch 00018: val_loss did not improve from 560.76562 Epoch 19/50 1/1833 [..............................] - ETA: 9:43 - loss: 355.4626 - logits_profile_predictions_loss: 347.7965 - logcount_predictions_loss: 0.3438 2/1833 [..............................] - ETA: 9:31 - loss: 364.1777 - logits_profile_predictions_loss: 356.3240 - logcount_predictions_loss: 0.3522 3/1833 [..............................] - ETA: 9:32 - loss: 373.1691 - logits_profile_predictions_loss: 365.4427 - logcount_predictions_loss: 0.3465 4/1833 [..............................] - ETA: 9:34 - loss: 379.8084 - logits_profile_predictions_loss: 372.1904 - logcount_predictions_loss: 0.3416 5/1833 [..............................] - ETA: 9:33 - loss: 384.9282 - logits_profile_predictions_loss: 377.3447 - logcount_predictions_loss: 0.3401 6/1833 [..............................] - ETA: 9:33 - loss: 390.1048 - logits_profile_predictions_loss: 382.4967 - logcount_predictions_loss: 0.3412 7/1833 [..............................] - ETA: 9:33 - loss: 393.6993 - logits_profile_predictions_loss: 386.0735 - logcount_predictions_loss: 0.3420 8/1833 [..............................] - ETA: 9:33 - loss: 396.8670 - logits_profile_predictions_loss: 389.2554 - logcount_predictions_loss: 0.3413 9/1833 [..............................] - ETA: 9:32 - loss: 399.3957 - logits_profile_predictions_loss: 391.7862 - logcount_predictions_loss: 0.3412 10/1833 [..............................] - ETA: 9:32 - loss: 401.2776 - logits_profile_predictions_loss: 393.6869 - logcount_predictions_loss: 0.3404 11/1833 [..............................] - ETA: 9:32 - loss: 403.0881 - logits_profile_predictions_loss: 395.5260 - logcount_predictions_loss: 0.3391 12/1833 [..............................] - ETA: 9:32 - loss: 404.4179 - logits_profile_predictions_loss: 396.8618 - logcount_predictions_loss: 0.3388 13/1833 [..............................] - ETA: 9:31 - loss: 405.9321 - logits_profile_predictions_loss: 398.3911 - logcount_predictions_loss: 0.3382 14/1833 [..............................] - ETA: 9:31 - loss: 407.2653 - logits_profile_predictions_loss: 399.7230 - logcount_predictions_loss: 0.3382 15/1833 [..............................] - ETA: 9:31 - loss: 408.3017 - logits_profile_predictions_loss: 400.7626 - logcount_predictions_loss: 0.3381 16/1833 [..............................] - ETA: 9:31 - loss: 409.2314 - logits_profile_predictions_loss: 401.6870 - logcount_predictions_loss: 0.3383 17/1833 [..............................] - ETA: 9:30 - loss: 410.0069 - logits_profile_predictions_loss: 402.4545 - logcount_predictions_loss: 0.3387 18/1833 [..............................] - ETA: 9:30 - loss: 410.6648 - logits_profile_predictions_loss: 403.1024 - logcount_predictions_loss: 0.3391 19/1833 [..............................] - ETA: 9:30 - loss: 411.1784 - logits_profile_predictions_loss: 403.6164 - logcount_predictions_loss: 0.3391 20/1833 [..............................] - ETA: 9:29 - loss: 411.7430 - logits_profile_predictions_loss: 404.1816 - logcount_predictions_loss: 0.3391 21/1833 [..............................] - ETA: 9:29 - loss: 412.3968 - logits_profile_predictions_loss: 404.8369 - logcount_predictions_loss: 0.3390 22/1833 [..............................] - ETA: 9:29 - loss: 413.0435 - logits_profile_predictions_loss: 405.4837 - logcount_predictions_loss: 0.3390 23/1833 [..............................] - ETA: 9:28 - loss: 413.5288 - logits_profile_predictions_loss: 405.9702 - logcount_predictions_loss: 0.3390 24/1833 [..............................] - ETA: 9:28 - loss: 414.0977 - logits_profile_predictions_loss: 406.5438 - logcount_predictions_loss: 0.3387 25/1833 [..............................] - ETA: 9:28 - loss: 414.6512 - logits_profile_predictions_loss: 407.1043 - logcount_predictions_loss: 0.3384 26/1833 [..............................] - ETA: 9:28 - loss: 415.1608 - logits_profile_predictions_loss: 407.6193 - logcount_predictions_loss: 0.3382 27/1833 [..............................] - ETA: 9:27 - loss: 415.6040 - logits_profile_predictions_loss: 408.0688 - logcount_predictions_loss: 0.3379 28/1833 [..............................] - ETA: 9:27 - loss: 416.0388 - logits_profile_predictions_loss: 408.5120 - logcount_predictions_loss: 0.3375 29/1833 [..............................] - ETA: 9:27 - loss: 416.5337 - logits_profile_predictions_loss: 409.0131 - logcount_predictions_loss: 0.3372 30/1833 [..............................] - ETA: 9:26 - loss: 416.9773 - logits_profile_predictions_loss: 409.4639 - logcount_predictions_loss: 0.3369 31/1833 [..............................] - ETA: 9:26 - loss: 417.4207 - logits_profile_predictions_loss: 409.9146 - logcount_predictions_loss: 0.3366 32/1833 [..............................] - ETA: 9:26 - loss: 417.8310 - logits_profile_predictions_loss: 410.3314 - logcount_predictions_loss: 0.3363 33/1833 [..............................] - ETA: 9:25 - loss: 418.1906 - logits_profile_predictions_loss: 410.6980 - logcount_predictions_loss: 0.3360 34/1833 [..............................] - ETA: 9:25 - loss: 418.5070 - logits_profile_predictions_loss: 411.0218 - logcount_predictions_loss: 0.3357 35/1833 [..............................] - ETA: 9:25 - loss: 418.7589 - logits_profile_predictions_loss: 411.2810 - logcount_predictions_loss: 0.3353 36/1833 [..............................] - ETA: 9:25 - loss: 418.9822 - logits_profile_predictions_loss: 411.5124 - logcount_predictions_loss: 0.3350 37/1833 [..............................] - ETA: 9:24 - loss: 419.1618 - logits_profile_predictions_loss: 411.6990 - logcount_predictions_loss: 0.3347 38/1833 [..............................] - ETA: 9:24 - loss: 419.3241 - logits_profile_predictions_loss: 411.8688 - logcount_predictions_loss: 0.3343 39/1833 [..............................] - ETA: 9:24 - loss: 419.4672 - logits_profile_predictions_loss: 412.0201 - logcount_predictions_loss: 0.3339 40/1833 [..............................] - ETA: 9:23 - loss: 419.6208 - logits_profile_predictions_loss: 412.1835 - logcount_predictions_loss: 0.3335 41/1833 [..............................] - ETA: 9:23 - loss: 419.7835 - logits_profile_predictions_loss: 412.3546 - logcount_predictions_loss: 0.3331 42/1833 [..............................] - ETA: 9:23 - loss: 419.9317 - logits_profile_predictions_loss: 412.5105 - logcount_predictions_loss: 0.3328 43/1833 [..............................] - ETA: 9:22 - loss: 420.0740 - logits_profile_predictions_loss: 412.6603 - logcount_predictions_loss: 0.3325 44/1833 [..............................] - ETA: 9:22 - loss: 420.1878 - logits_profile_predictions_loss: 412.7812 - logcount_predictions_loss: 0.3321 45/1833 [..............................] - ETA: 9:22 - loss: 420.2973 - logits_profile_predictions_loss: 412.8979 - logcount_predictions_loss: 0.3318 46/1833 [..............................] - ETA: 9:22 - loss: 420.4057 - logits_profile_predictions_loss: 413.0130 - logcount_predictions_loss: 0.3315 47/1833 [..............................] - ETA: 9:21 - loss: 420.5232 - logits_profile_predictions_loss: 413.1383 - logcount_predictions_loss: 0.3312 48/1833 [..............................] - ETA: 9:21 - loss: 420.6151 - logits_profile_predictions_loss: 413.2380 - logcount_predictions_loss: 0.3308 49/1833 [..............................] - ETA: 9:21 - loss: 420.7082 - logits_profile_predictions_loss: 413.3391 - logcount_predictions_loss: 0.3305 50/1833 [..............................] - ETA: 9:20 - loss: 420.8137 - logits_profile_predictions_loss: 413.4513 - logcount_predictions_loss: 0.3302 51/1833 [..............................] - ETA: 9:20 - loss: 420.9348 - logits_profile_predictions_loss: 413.5788 - logcount_predictions_loss: 0.3299 52/1833 [..............................] - ETA: 9:20 - loss: 421.0574 - logits_profile_predictions_loss: 413.7078 - logcount_predictions_loss: 0.3296 53/1833 [..............................] - ETA: 9:20 - loss: 421.1511 - logits_profile_predictions_loss: 413.8078 - logcount_predictions_loss: 0.3293 54/1833 [..............................] - ETA: 9:19 - loss: 421.2314 - logits_profile_predictions_loss: 413.8934 - logcount_predictions_loss: 0.3291 55/1833 [..............................] - ETA: 9:19 - loss: 421.3033 - logits_profile_predictions_loss: 413.9697 - logcount_predictions_loss: 0.3289 56/1833 [..............................] - ETA: 9:19 - loss: 421.3870 - logits_profile_predictions_loss: 414.0579 - logcount_predictions_loss: 0.3287 57/1833 [..............................] - ETA: 9:18 - loss: 421.4917 - logits_profile_predictions_loss: 414.1672 - logcount_predictions_loss: 0.3285 58/1833 [..............................] - ETA: 9:18 - loss: 421.6069 - logits_profile_predictions_loss: 414.2866 - logcount_predictions_loss: 0.3283 59/1833 [..............................] - ETA: 9:18 - loss: 421.7225 - logits_profile_predictions_loss: 414.4064 - logcount_predictions_loss: 0.3281 60/1833 [..............................] - ETA: 9:18 - loss: 421.8356 - logits_profile_predictions_loss: 414.5232 - logcount_predictions_loss: 0.3279 61/1833 [..............................] - ETA: 9:17 - loss: 421.9497 - logits_profile_predictions_loss: 414.6413 - logcount_predictions_loss: 0.3277 62/1833 [>.............................] - ETA: 9:17 - loss: 422.0570 - logits_profile_predictions_loss: 414.7526 - logcount_predictions_loss: 0.3275 63/1833 [>.............................] - ETA: 9:17 - loss: 422.1411 - logits_profile_predictions_loss: 414.8410 - logcount_predictions_loss: 0.3274 64/1833 [>.............................] - ETA: 9:16 - loss: 422.2068 - logits_profile_predictions_loss: 414.9106 - logcount_predictions_loss: 0.3272 65/1833 [>.............................] - ETA: 9:16 - loss: 422.2727 - logits_profile_predictions_loss: 414.9796 - logcount_predictions_loss: 0.3270 66/1833 [>.............................] - ETA: 9:16 - loss: 422.3391 - logits_profile_predictions_loss: 415.0484 - logcount_predictions_loss: 0.3269 67/1833 [>.............................] - ETA: 9:16 - loss: 422.4017 - logits_profile_predictions_loss: 415.1135 - logcount_predictions_loss: 0.3268 68/1833 [>.............................] - ETA: 9:15 - loss: 422.4519 - logits_profile_predictions_loss: 415.1665 - logcount_predictions_loss: 0.3267 69/1833 [>.............................] - ETA: 9:15 - loss: 422.4998 - logits_profile_predictions_loss: 415.2169 - logcount_predictions_loss: 0.3266 70/1833 [>.............................] - ETA: 9:15 - loss: 422.5490 - logits_profile_predictions_loss: 415.2690 - logcount_predictions_loss: 0.3265 71/1833 [>.............................] - ETA: 9:14 - loss: 422.6153 - logits_profile_predictions_loss: 415.3382 - logcount_predictions_loss: 0.3263 72/1833 [>.............................] - ETA: 9:14 - loss: 422.6748 - logits_profile_predictions_loss: 415.4009 - logcount_predictions_loss: 0.3262 73/1833 [>.............................] - ETA: 9:14 - loss: 422.7267 - logits_profile_predictions_loss: 415.4563 - logcount_predictions_loss: 0.3260 74/1833 [>.............................] - ETA: 9:13 - loss: 422.7887 - logits_profile_predictions_loss: 415.5219 - logcount_predictions_loss: 0.3259 75/1833 [>.............................] - ETA: 9:13 - loss: 422.8323 - logits_profile_predictions_loss: 415.5695 - logcount_predictions_loss: 0.3257 76/1833 [>.............................] - ETA: 9:13 - loss: 422.8718 - logits_profile_predictions_loss: 415.6126 - logcount_predictions_loss: 0.3255 77/1833 [>.............................] - ETA: 9:13 - loss: 422.9139 - logits_profile_predictions_loss: 415.6587 - logcount_predictions_loss: 0.3253 78/1833 [>.............................] - ETA: 9:12 - loss: 422.9626 - logits_profile_predictions_loss: 415.7115 - logcount_predictions_loss: 0.3252 79/1833 [>.............................] - ETA: 9:12 - loss: 423.0203 - logits_profile_predictions_loss: 415.7729 - logcount_predictions_loss: 0.3250 80/1833 [>.............................] - ETA: 9:12 - loss: 423.0778 - logits_profile_predictions_loss: 415.8341 - logcount_predictions_loss: 0.3248 81/1833 [>.............................] - ETA: 9:11 - loss: 423.1342 - logits_profile_predictions_loss: 415.8944 - logcount_predictions_loss: 0.3246 82/1833 [>.............................] - ETA: 9:11 - loss: 423.1888 - logits_profile_predictions_loss: 415.9531 - logcount_predictions_loss: 0.3245 83/1833 [>.............................] - ETA: 9:11 - loss: 423.2417 - logits_profile_predictions_loss: 416.0099 - logcount_predictions_loss: 0.3243 84/1833 [>.............................] - ETA: 9:10 - loss: 423.2842 - logits_profile_predictions_loss: 416.0560 - logcount_predictions_loss: 0.3241 85/1833 [>.............................] - ETA: 9:10 - loss: 423.3292 - logits_profile_predictions_loss: 416.1047 - logcount_predictions_loss: 0.3240 86/1833 [>.............................] - ETA: 9:10 - loss: 423.3695 - logits_profile_predictions_loss: 416.1486 - logcount_predictions_loss: 0.3238 87/1833 [>.............................] - ETA: 9:10 - loss: 423.4091 - logits_profile_predictions_loss: 416.1920 - logcount_predictions_loss: 0.3236 88/1833 [>.............................] - ETA: 9:09 - loss: 423.4438 - logits_profile_predictions_loss: 416.2302 - logcount_predictions_loss: 0.3235 89/1833 [>.............................] - ETA: 9:09 - loss: 423.4860 - logits_profile_predictions_loss: 416.2761 - logcount_predictions_loss: 0.3233 90/1833 [>.............................] - ETA: 9:09 - loss: 423.5347 - logits_profile_predictions_loss: 416.3284 - logcount_predictions_loss: 0.3232 91/1833 [>.............................] - ETA: 9:08 - loss: 423.5814 - logits_profile_predictions_loss: 416.3787 - logcount_predictions_loss: 0.3230 92/1833 [>.............................] - ETA: 9:08 - loss: 423.6276 - logits_profile_predictions_loss: 416.4280 - logcount_predictions_loss: 0.3229 93/1833 [>.............................] - ETA: 9:08 - loss: 423.6727 - logits_profile_predictions_loss: 416.4757 - logcount_predictions_loss: 0.3227 94/1833 [>.............................] - ETA: 9:07 - loss: 423.7173 - logits_profile_predictions_loss: 416.5227 - logcount_predictions_loss: 0.3226 95/1833 [>.............................] - ETA: 9:07 - loss: 423.7641 - logits_profile_predictions_loss: 416.5717 - logcount_predictions_loss: 0.3225 96/1833 [>.............................] - ETA: 9:07 - loss: 423.8091 - logits_profile_predictions_loss: 416.6187 - logcount_predictions_loss: 0.3224 97/1833 [>.............................] - ETA: 9:07 - loss: 423.8473 - logits_profile_predictions_loss: 416.6589 - logcount_predictions_loss: 0.3223 98/1833 [>.............................] - ETA: 9:06 - loss: 423.8838 - logits_profile_predictions_loss: 416.6976 - logcount_predictions_loss: 0.3222 99/1833 [>.............................] - ETA: 9:06 - loss: 423.9198 - logits_profile_predictions_loss: 416.7359 - logcount_predictions_loss: 0.3221 100/1833 [>.............................] - ETA: 9:06 - loss: 423.9540 - logits_profile_predictions_loss: 416.7722 - logcount_predictions_loss: 0.3221 101/1833 [>.............................] - ETA: 9:05 - loss: 423.9907 - logits_profile_predictions_loss: 416.8112 - logcount_predictions_loss: 0.3219 102/1833 [>.............................] - ETA: 9:05 - loss: 424.0315 - logits_profile_predictions_loss: 416.8543 - logcount_predictions_loss: 0.3218 103/1833 [>.............................] - ETA: 9:05 - loss: 424.0713 - logits_profile_predictions_loss: 416.8968 - logcount_predictions_loss: 0.3217 104/1833 [>.............................] - ETA: 9:04 - loss: 424.1136 - logits_profile_predictions_loss: 416.9418 - logcount_predictions_loss: 0.3216 105/1833 [>.............................] - ETA: 9:04 - loss: 424.1566 - logits_profile_predictions_loss: 416.9873 - logcount_predictions_loss: 0.3215 106/1833 [>.............................] - ETA: 9:04 - loss: 424.1950 - logits_profile_predictions_loss: 417.0282 - logcount_predictions_loss: 0.3214 107/1833 [>.............................] - ETA: 9:03 - loss: 424.2287 - 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[============================>.] - ETA: 12s - loss: 424.2411 - logits_profile_predictions_loss: 417.1149 - logcount_predictions_loss: 0.3195 1793/1833 [============================>.] - ETA: 12s - loss: 424.2406 - logits_profile_predictions_loss: 417.1144 - logcount_predictions_loss: 0.3195 1794/1833 [============================>.] - ETA: 12s - loss: 424.2401 - logits_profile_predictions_loss: 417.1139 - logcount_predictions_loss: 0.3195 1795/1833 [============================>.] - ETA: 12s - loss: 424.2396 - logits_profile_predictions_loss: 417.1133 - logcount_predictions_loss: 0.3195 1796/1833 [============================>.] - ETA: 11s - loss: 424.2391 - logits_profile_predictions_loss: 417.1128 - logcount_predictions_loss: 0.3195 1797/1833 [============================>.] - ETA: 11s - loss: 424.2386 - logits_profile_predictions_loss: 417.1123 - logcount_predictions_loss: 0.3195 1798/1833 [============================>.] - ETA: 11s - loss: 424.2381 - 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[============================>.] - ETA: 8s - loss: 424.2349 - logits_profile_predictions_loss: 417.1084 - logcount_predictions_loss: 0.3196 1806/1833 [============================>.] - ETA: 8s - loss: 424.2344 - logits_profile_predictions_loss: 417.1080 - logcount_predictions_loss: 0.3196 1807/1833 [============================>.] - ETA: 8s - loss: 424.2340 - logits_profile_predictions_loss: 417.1075 - logcount_predictions_loss: 0.3196 1808/1833 [============================>.] - ETA: 7s - loss: 424.2336 - logits_profile_predictions_loss: 417.1071 - logcount_predictions_loss: 0.3196 1809/1833 [============================>.] - ETA: 7s - loss: 424.2331 - logits_profile_predictions_loss: 417.1066 - logcount_predictions_loss: 0.3196 1810/1833 [============================>.] - ETA: 7s - loss: 424.2327 - logits_profile_predictions_loss: 417.1061 - logcount_predictions_loss: 0.3196 1811/1833 [============================>.] - ETA: 6s - loss: 424.2323 - logits_profile_predictions_loss: 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loss: 424.2293 - logits_profile_predictions_loss: 417.1026 - logcount_predictions_loss: 0.3196 1819/1833 [============================>.] - ETA: 4s - loss: 424.2288 - logits_profile_predictions_loss: 417.1021 - logcount_predictions_loss: 0.3196 1820/1833 [============================>.] - ETA: 4s - loss: 424.2284 - logits_profile_predictions_loss: 417.1017 - logcount_predictions_loss: 0.3196 1821/1833 [============================>.] - ETA: 3s - loss: 424.2280 - logits_profile_predictions_loss: 417.1012 - logcount_predictions_loss: 0.3196 1822/1833 [============================>.] - ETA: 3s - loss: 424.2276 - logits_profile_predictions_loss: 417.1008 - logcount_predictions_loss: 0.3196 1823/1833 [============================>.] - ETA: 3s - loss: 424.2271 - logits_profile_predictions_loss: 417.1003 - logcount_predictions_loss: 0.3196 1824/1833 [============================>.] - ETA: 2s - loss: 424.2267 - logits_profile_predictions_loss: 417.0999 - logcount_predictions_loss: 0.3196 1825/1833 [============================>.] - ETA: 2s - loss: 424.2263 - logits_profile_predictions_loss: 417.0995 - logcount_predictions_loss: 0.3196 1826/1833 [============================>.] - ETA: 2s - loss: 424.2260 - logits_profile_predictions_loss: 417.0991 - logcount_predictions_loss: 0.3196 1827/1833 [============================>.] - ETA: 1s - loss: 424.2256 - logits_profile_predictions_loss: 417.0987 - logcount_predictions_loss: 0.3196 1828/1833 [============================>.] - ETA: 1s - loss: 424.2252 - logits_profile_predictions_loss: 417.0983 - logcount_predictions_loss: 0.3196 1829/1833 [============================>.] - ETA: 1s - loss: 424.2248 - logits_profile_predictions_loss: 417.0979 - logcount_predictions_loss: 0.3196 1830/1833 [============================>.] - ETA: 0s - loss: 424.2244 - logits_profile_predictions_loss: 417.0975 - logcount_predictions_loss: 0.3196 1831/1833 [============================>.] - ETA: 0s - loss: 424.2240 - logits_profile_predictions_loss: 417.0971 - logcount_predictions_loss: 0.3196 1832/1833 [============================>.] - ETA: 0s - loss: 424.2236 - logits_profile_predictions_loss: 417.0967 - logcount_predictions_loss: 0.3196 1833/1833 [==============================] - ETA: 0s - loss: 424.2232 - logits_profile_predictions_loss: 417.0962 - logcount_predictions_loss: 0.3196 1833/1833 [==============================] - 612s 334ms/step - loss: 424.2228 - logits_profile_predictions_loss: 417.0958 - logcount_predictions_loss: 0.3196 - val_loss: 568.2081 - val_logits_profile_predictions_loss: 550.3174 - val_logcount_predictions_loss: 0.8023 Epoch 00019: val_loss did not improve from 560.76562 Epoch 20/50 1/1833 [..............................] - ETA: 9:45 - loss: 393.5728 - logits_profile_predictions_loss: 387.6431 - logcount_predictions_loss: 0.2659 2/1833 [..............................] - ETA: 9:32 - loss: 391.3637 - logits_profile_predictions_loss: 385.5485 - logcount_predictions_loss: 0.2608 3/1833 [..............................] - ETA: 9:32 - loss: 390.8164 - logits_profile_predictions_loss: 385.1365 - logcount_predictions_loss: 0.2547 4/1833 [..............................] - ETA: 9:33 - loss: 390.0634 - logits_profile_predictions_loss: 384.4733 - logcount_predictions_loss: 0.2507 5/1833 [..............................] - ETA: 9:33 - loss: 389.6163 - logits_profile_predictions_loss: 384.1137 - logcount_predictions_loss: 0.2468 6/1833 [..............................] - ETA: 9:32 - loss: 391.9517 - logits_profile_predictions_loss: 386.4546 - logcount_predictions_loss: 0.2465 7/1833 [..............................] - ETA: 9:33 - loss: 393.5185 - logits_profile_predictions_loss: 387.9847 - logcount_predictions_loss: 0.2482 8/1833 [..............................] - ETA: 9:33 - loss: 394.7929 - logits_profile_predictions_loss: 389.2176 - logcount_predictions_loss: 0.2500 9/1833 [..............................] - ETA: 9:32 - loss: 396.3759 - logits_profile_predictions_loss: 390.7558 - logcount_predictions_loss: 0.2520 10/1833 [..............................] - ETA: 9:32 - loss: 398.0485 - logits_profile_predictions_loss: 392.4022 - logcount_predictions_loss: 0.2532 11/1833 [..............................] - ETA: 9:32 - loss: 399.7881 - logits_profile_predictions_loss: 394.1091 - logcount_predictions_loss: 0.2547 12/1833 [..............................] - ETA: 9:31 - loss: 401.1804 - logits_profile_predictions_loss: 395.4740 - logcount_predictions_loss: 0.2559 13/1833 [..............................] - ETA: 9:31 - loss: 402.2628 - logits_profile_predictions_loss: 396.5248 - logcount_predictions_loss: 0.2573 14/1833 [..............................] - ETA: 9:31 - loss: 403.0888 - logits_profile_predictions_loss: 397.3292 - logcount_predictions_loss: 0.2583 15/1833 [..............................] - ETA: 9:31 - loss: 403.9211 - logits_profile_predictions_loss: 398.1386 - logcount_predictions_loss: 0.2593 16/1833 [..............................] - ETA: 9:30 - loss: 404.9176 - logits_profile_predictions_loss: 399.1187 - logcount_predictions_loss: 0.2600 17/1833 [..............................] - ETA: 9:30 - loss: 405.9951 - logits_profile_predictions_loss: 400.1766 - logcount_predictions_loss: 0.2609 18/1833 [..............................] - ETA: 9:30 - loss: 406.9852 - logits_profile_predictions_loss: 401.1524 - logcount_predictions_loss: 0.2616 19/1833 [..............................] - ETA: 9:30 - loss: 407.8686 - logits_profile_predictions_loss: 402.0142 - logcount_predictions_loss: 0.2625 20/1833 [..............................] - ETA: 9:29 - loss: 408.7529 - logits_profile_predictions_loss: 402.8820 - logcount_predictions_loss: 0.2633 21/1833 [..............................] - ETA: 9:29 - loss: 409.6560 - logits_profile_predictions_loss: 403.7680 - logcount_predictions_loss: 0.2640 22/1833 [..............................] - ETA: 9:29 - loss: 410.3242 - logits_profile_predictions_loss: 404.4240 - logcount_predictions_loss: 0.2646 23/1833 [..............................] - ETA: 9:28 - loss: 411.0100 - logits_profile_predictions_loss: 405.1015 - logcount_predictions_loss: 0.2650 24/1833 [..............................] - ETA: 9:28 - loss: 411.6335 - logits_profile_predictions_loss: 405.7197 - logcount_predictions_loss: 0.2652 25/1833 [..............................] - ETA: 9:28 - loss: 412.1459 - logits_profile_predictions_loss: 406.2265 - logcount_predictions_loss: 0.2654 26/1833 [..............................] - ETA: 9:28 - loss: 412.5199 - logits_profile_predictions_loss: 406.5905 - logcount_predictions_loss: 0.2659 27/1833 [..............................] - ETA: 9:27 - loss: 412.8584 - logits_profile_predictions_loss: 406.9205 - logcount_predictions_loss: 0.2663 28/1833 [..............................] - ETA: 9:27 - loss: 413.1953 - logits_profile_predictions_loss: 407.2498 - logcount_predictions_loss: 0.2666 29/1833 [..............................] - ETA: 9:27 - loss: 413.5560 - logits_profile_predictions_loss: 407.6048 - logcount_predictions_loss: 0.2669 30/1833 [..............................] - ETA: 9:26 - loss: 413.8917 - logits_profile_predictions_loss: 407.9364 - logcount_predictions_loss: 0.2671 31/1833 [..............................] - ETA: 9:26 - loss: 414.2095 - logits_profile_predictions_loss: 408.2504 - logcount_predictions_loss: 0.2672 32/1833 [..............................] - ETA: 9:26 - loss: 414.4817 - logits_profile_predictions_loss: 408.5186 - logcount_predictions_loss: 0.2674 33/1833 [..............................] - ETA: 9:25 - loss: 414.7532 - logits_profile_predictions_loss: 408.7866 - logcount_predictions_loss: 0.2676 34/1833 [..............................] - ETA: 9:25 - loss: 414.9814 - logits_profile_predictions_loss: 409.0112 - logcount_predictions_loss: 0.2677 35/1833 [..............................] - ETA: 9:25 - loss: 415.1567 - logits_profile_predictions_loss: 409.1825 - logcount_predictions_loss: 0.2679 36/1833 [..............................] - ETA: 9:24 - loss: 415.2885 - logits_profile_predictions_loss: 409.3102 - logcount_predictions_loss: 0.2681 37/1833 [..............................] - ETA: 9:24 - loss: 415.4225 - logits_profile_predictions_loss: 409.4404 - logcount_predictions_loss: 0.2683 38/1833 [..............................] - ETA: 9:24 - loss: 415.5541 - logits_profile_predictions_loss: 409.5685 - logcount_predictions_loss: 0.2684 39/1833 [..............................] - ETA: 9:24 - loss: 415.6706 - logits_profile_predictions_loss: 409.6811 - logcount_predictions_loss: 0.2686 40/1833 [..............................] - ETA: 9:23 - loss: 415.7787 - logits_profile_predictions_loss: 409.7860 - logcount_predictions_loss: 0.2687 41/1833 [..............................] - ETA: 9:23 - loss: 415.8674 - logits_profile_predictions_loss: 409.8706 - logcount_predictions_loss: 0.2689 42/1833 [..............................] - ETA: 9:23 - loss: 415.9294 - logits_profile_predictions_loss: 409.9291 - logcount_predictions_loss: 0.2691 43/1833 [..............................] - ETA: 9:22 - loss: 415.9875 - logits_profile_predictions_loss: 409.9849 - logcount_predictions_loss: 0.2692 44/1833 [..............................] - ETA: 9:22 - loss: 416.0546 - logits_profile_predictions_loss: 410.0498 - logcount_predictions_loss: 0.2693 45/1833 [..............................] - ETA: 9:22 - loss: 416.1505 - logits_profile_predictions_loss: 410.1443 - logcount_predictions_loss: 0.2693 46/1833 [..............................] - ETA: 9:21 - loss: 416.2768 - logits_profile_predictions_loss: 410.2693 - logcount_predictions_loss: 0.2694 47/1833 [..............................] - ETA: 9:21 - loss: 416.4168 - logits_profile_predictions_loss: 410.4075 - logcount_predictions_loss: 0.2695 48/1833 [..............................] - ETA: 9:21 - loss: 416.5406 - logits_profile_predictions_loss: 410.5295 - logcount_predictions_loss: 0.2696 49/1833 [..............................] - ETA: 9:20 - loss: 416.6598 - logits_profile_predictions_loss: 410.6460 - logcount_predictions_loss: 0.2697 50/1833 [..............................] - ETA: 9:20 - loss: 416.7695 - logits_profile_predictions_loss: 410.7520 - logcount_predictions_loss: 0.2698 51/1833 [..............................] - ETA: 9:20 - loss: 416.8501 - logits_profile_predictions_loss: 410.8280 - logcount_predictions_loss: 0.2700 52/1833 [..............................] - ETA: 9:20 - loss: 416.9204 - logits_profile_predictions_loss: 410.8939 - logcount_predictions_loss: 0.2702 53/1833 [..............................] - ETA: 9:19 - loss: 416.9987 - logits_profile_predictions_loss: 410.9674 - logcount_predictions_loss: 0.2705 54/1833 [..............................] - ETA: 9:19 - loss: 417.0591 - logits_profile_predictions_loss: 411.0231 - logcount_predictions_loss: 0.2707 55/1833 [..............................] - ETA: 9:19 - loss: 417.1232 - logits_profile_predictions_loss: 411.0825 - logcount_predictions_loss: 0.2709 56/1833 [..............................] - ETA: 9:18 - loss: 417.2099 - logits_profile_predictions_loss: 411.1650 - logcount_predictions_loss: 0.2711 57/1833 [..............................] - ETA: 9:18 - loss: 417.3028 - logits_profile_predictions_loss: 411.2540 - logcount_predictions_loss: 0.2712 58/1833 [..............................] - ETA: 9:18 - loss: 417.4067 - logits_profile_predictions_loss: 411.3545 - logcount_predictions_loss: 0.2714 59/1833 [..............................] - ETA: 9:18 - loss: 417.5018 - logits_profile_predictions_loss: 411.4468 - logcount_predictions_loss: 0.2715 60/1833 [..............................] - ETA: 9:17 - loss: 417.5848 - logits_profile_predictions_loss: 411.5268 - logcount_predictions_loss: 0.2717 61/1833 [..............................] - ETA: 9:17 - loss: 417.6489 - logits_profile_predictions_loss: 411.5879 - logcount_predictions_loss: 0.2718 62/1833 [>.............................] - ETA: 9:17 - loss: 417.7109 - logits_profile_predictions_loss: 411.6468 - logcount_predictions_loss: 0.2719 63/1833 [>.............................] - ETA: 9:16 - loss: 417.7829 - logits_profile_predictions_loss: 411.7157 - logcount_predictions_loss: 0.2721 64/1833 [>.............................] - ETA: 9:16 - loss: 417.8658 - logits_profile_predictions_loss: 411.7952 - logcount_predictions_loss: 0.2722 65/1833 [>.............................] - ETA: 9:16 - loss: 417.9564 - logits_profile_predictions_loss: 411.8825 - logcount_predictions_loss: 0.2724 66/1833 [>.............................] - ETA: 9:15 - loss: 418.0406 - logits_profile_predictions_loss: 411.9632 - logcount_predictions_loss: 0.2725 67/1833 [>.............................] - ETA: 9:15 - loss: 418.1349 - logits_profile_predictions_loss: 412.0543 - logcount_predictions_loss: 0.2727 68/1833 [>.............................] - ETA: 9:15 - loss: 418.2272 - logits_profile_predictions_loss: 412.1438 - logcount_predictions_loss: 0.2728 69/1833 [>.............................] - ETA: 9:15 - loss: 418.3222 - logits_profile_predictions_loss: 412.2354 - logcount_predictions_loss: 0.2730 70/1833 [>.............................] - ETA: 9:14 - loss: 418.4014 - logits_profile_predictions_loss: 412.3115 - logcount_predictions_loss: 0.2731 71/1833 [>.............................] - ETA: 9:14 - loss: 418.4809 - logits_profile_predictions_loss: 412.3881 - logcount_predictions_loss: 0.2732 72/1833 [>.............................] - ETA: 9:14 - loss: 418.5615 - logits_profile_predictions_loss: 412.4656 - logcount_predictions_loss: 0.2734 73/1833 [>.............................] - ETA: 9:13 - loss: 418.6372 - logits_profile_predictions_loss: 412.5385 - logcount_predictions_loss: 0.2735 74/1833 [>.............................] - ETA: 9:13 - loss: 418.6995 - logits_profile_predictions_loss: 412.5979 - logcount_predictions_loss: 0.2736 75/1833 [>.............................] - ETA: 9:13 - loss: 418.7682 - logits_profile_predictions_loss: 412.6632 - logcount_predictions_loss: 0.2738 76/1833 [>.............................] - ETA: 9:13 - loss: 418.8507 - logits_profile_predictions_loss: 412.7425 - logcount_predictions_loss: 0.2739 77/1833 [>.............................] - ETA: 9:12 - loss: 418.9330 - logits_profile_predictions_loss: 412.8215 - logcount_predictions_loss: 0.2741 78/1833 [>.............................] - ETA: 9:12 - loss: 419.0203 - logits_profile_predictions_loss: 412.9061 - logcount_predictions_loss: 0.2742 79/1833 [>.............................] - ETA: 9:12 - loss: 419.1036 - logits_profile_predictions_loss: 412.9866 - logcount_predictions_loss: 0.2743 80/1833 [>.............................] - ETA: 9:11 - loss: 419.1799 - logits_profile_predictions_loss: 413.0602 - logcount_predictions_loss: 0.2744 81/1833 [>.............................] - ETA: 9:11 - loss: 419.2670 - logits_profile_predictions_loss: 413.1447 - logcount_predictions_loss: 0.2745 82/1833 [>.............................] - ETA: 9:11 - loss: 419.3517 - logits_profile_predictions_loss: 413.2267 - logcount_predictions_loss: 0.2747 83/1833 [>.............................] - ETA: 9:10 - loss: 419.4371 - logits_profile_predictions_loss: 413.3095 - logcount_predictions_loss: 0.2748 84/1833 [>.............................] - ETA: 9:10 - loss: 419.5243 - logits_profile_predictions_loss: 413.3942 - logcount_predictions_loss: 0.2749 85/1833 [>.............................] - ETA: 9:10 - loss: 419.6105 - logits_profile_predictions_loss: 413.4779 - logcount_predictions_loss: 0.2750 86/1833 [>.............................] - ETA: 9:10 - loss: 419.6925 - logits_profile_predictions_loss: 413.5574 - logcount_predictions_loss: 0.2751 87/1833 [>.............................] - ETA: 9:09 - loss: 419.7669 - logits_profile_predictions_loss: 413.6297 - logcount_predictions_loss: 0.2752 88/1833 [>.............................] - ETA: 9:09 - loss: 419.8375 - logits_profile_predictions_loss: 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[============================>.] - ETA: 16s - loss: 421.3023 - logits_profile_predictions_loss: 415.0701 - logcount_predictions_loss: 0.2795 1781/1833 [============================>.] - ETA: 16s - loss: 421.3012 - logits_profile_predictions_loss: 415.0690 - logcount_predictions_loss: 0.2795 1782/1833 [============================>.] - ETA: 16s - loss: 421.3000 - logits_profile_predictions_loss: 415.0678 - logcount_predictions_loss: 0.2795 1783/1833 [============================>.] - ETA: 15s - loss: 421.2989 - logits_profile_predictions_loss: 415.0667 - logcount_predictions_loss: 0.2795 1784/1833 [============================>.] - ETA: 15s - loss: 421.2978 - logits_profile_predictions_loss: 415.0656 - logcount_predictions_loss: 0.2795 1785/1833 [============================>.] - ETA: 15s - loss: 421.2968 - logits_profile_predictions_loss: 415.0646 - logcount_predictions_loss: 0.2795 1786/1833 [============================>.] - ETA: 14s - loss: 421.2957 - logits_profile_predictions_loss: 415.0635 - logcount_predictions_loss: 0.2795 1787/1833 [============================>.] - ETA: 14s - loss: 421.2946 - logits_profile_predictions_loss: 415.0624 - logcount_predictions_loss: 0.2795 1788/1833 [============================>.] - ETA: 14s - loss: 421.2935 - logits_profile_predictions_loss: 415.0613 - logcount_predictions_loss: 0.2795 1789/1833 [============================>.] - ETA: 13s - loss: 421.2924 - logits_profile_predictions_loss: 415.0602 - logcount_predictions_loss: 0.2795 1790/1833 [============================>.] - ETA: 13s - loss: 421.2913 - logits_profile_predictions_loss: 415.0591 - logcount_predictions_loss: 0.2795 1791/1833 [============================>.] - ETA: 13s - loss: 421.2902 - logits_profile_predictions_loss: 415.0580 - logcount_predictions_loss: 0.2795 1792/1833 [============================>.] - ETA: 12s - loss: 421.2891 - logits_profile_predictions_loss: 415.0569 - logcount_predictions_loss: 0.2795 1793/1833 [============================>.] - ETA: 12s - loss: 421.2880 - logits_profile_predictions_loss: 415.0558 - logcount_predictions_loss: 0.2795 1794/1833 [============================>.] - ETA: 12s - loss: 421.2869 - logits_profile_predictions_loss: 415.0548 - logcount_predictions_loss: 0.2795 1795/1833 [============================>.] - ETA: 12s - loss: 421.2858 - logits_profile_predictions_loss: 415.0537 - logcount_predictions_loss: 0.2795 1796/1833 [============================>.] - ETA: 11s - loss: 421.2847 - logits_profile_predictions_loss: 415.0526 - logcount_predictions_loss: 0.2795 1797/1833 [============================>.] - ETA: 11s - loss: 421.2836 - logits_profile_predictions_loss: 415.0515 - logcount_predictions_loss: 0.2795 1798/1833 [============================>.] - ETA: 11s - loss: 421.2825 - logits_profile_predictions_loss: 415.0504 - logcount_predictions_loss: 0.2795 1799/1833 [============================>.] - ETA: 10s - loss: 421.2814 - logits_profile_predictions_loss: 415.0493 - logcount_predictions_loss: 0.2795 1800/1833 [============================>.] - ETA: 10s - loss: 421.2804 - logits_profile_predictions_loss: 415.0483 - logcount_predictions_loss: 0.2795 1801/1833 [============================>.] - ETA: 10s - loss: 421.2793 - logits_profile_predictions_loss: 415.0472 - logcount_predictions_loss: 0.2795 1802/1833 [============================>.] - ETA: 9s - loss: 421.2782 - logits_profile_predictions_loss: 415.0461 - logcount_predictions_loss: 0.2795  1803/1833 [============================>.] - ETA: 9s - loss: 421.2772 - logits_profile_predictions_loss: 415.0451 - logcount_predictions_loss: 0.2795 1804/1833 [============================>.] - ETA: 9s - loss: 421.2761 - logits_profile_predictions_loss: 415.0440 - logcount_predictions_loss: 0.2795 1805/1833 [============================>.] - ETA: 8s - loss: 421.2751 - logits_profile_predictions_loss: 415.0430 - logcount_predictions_loss: 0.2795 1806/1833 [============================>.] - ETA: 8s - loss: 421.2740 - logits_profile_predictions_loss: 415.0420 - logcount_predictions_loss: 0.2795 1807/1833 [============================>.] - ETA: 8s - loss: 421.2729 - logits_profile_predictions_loss: 415.0409 - logcount_predictions_loss: 0.2795 1808/1833 [============================>.] - ETA: 7s - loss: 421.2719 - logits_profile_predictions_loss: 415.0398 - logcount_predictions_loss: 0.2795 1809/1833 [============================>.] - ETA: 7s - loss: 421.2709 - logits_profile_predictions_loss: 415.0388 - logcount_predictions_loss: 0.2795 1810/1833 [============================>.] - ETA: 7s - loss: 421.2698 - logits_profile_predictions_loss: 415.0378 - logcount_predictions_loss: 0.2795 1811/1833 [============================>.] - ETA: 6s - loss: 421.2688 - logits_profile_predictions_loss: 415.0368 - logcount_predictions_loss: 0.2795 1812/1833 [============================>.] - ETA: 6s - loss: 421.2678 - logits_profile_predictions_loss: 415.0358 - logcount_predictions_loss: 0.2795 1813/1833 [============================>.] - ETA: 6s - loss: 421.2668 - logits_profile_predictions_loss: 415.0347 - logcount_predictions_loss: 0.2795 1814/1833 [============================>.] - ETA: 6s - loss: 421.2657 - logits_profile_predictions_loss: 415.0337 - logcount_predictions_loss: 0.2795 1815/1833 [============================>.] - ETA: 5s - loss: 421.2647 - logits_profile_predictions_loss: 415.0327 - logcount_predictions_loss: 0.2795 1816/1833 [============================>.] - ETA: 5s - loss: 421.2637 - logits_profile_predictions_loss: 415.0317 - logcount_predictions_loss: 0.2795 1817/1833 [============================>.] - ETA: 5s - loss: 421.2626 - logits_profile_predictions_loss: 415.0306 - logcount_predictions_loss: 0.2795 1818/1833 [============================>.] - ETA: 4s - loss: 421.2616 - logits_profile_predictions_loss: 415.0296 - logcount_predictions_loss: 0.2795 1819/1833 [============================>.] - ETA: 4s - loss: 421.2605 - logits_profile_predictions_loss: 415.0286 - logcount_predictions_loss: 0.2795 1820/1833 [============================>.] - ETA: 4s - loss: 421.2595 - logits_profile_predictions_loss: 415.0275 - logcount_predictions_loss: 0.2795 1821/1833 [============================>.] - ETA: 3s - loss: 421.2585 - logits_profile_predictions_loss: 415.0265 - logcount_predictions_loss: 0.2795 1822/1833 [============================>.] - ETA: 3s - loss: 421.2574 - logits_profile_predictions_loss: 415.0255 - logcount_predictions_loss: 0.2795 1823/1833 [============================>.] - ETA: 3s - loss: 421.2564 - logits_profile_predictions_loss: 415.0244 - logcount_predictions_loss: 0.2795 1824/1833 [============================>.] - ETA: 2s - loss: 421.2554 - logits_profile_predictions_loss: 415.0234 - logcount_predictions_loss: 0.2795 1825/1833 [============================>.] - ETA: 2s - loss: 421.2543 - logits_profile_predictions_loss: 415.0224 - logcount_predictions_loss: 0.2795 1826/1833 [============================>.] - ETA: 2s - loss: 421.2533 - logits_profile_predictions_loss: 415.0213 - logcount_predictions_loss: 0.2795 1827/1833 [============================>.] - ETA: 1s - loss: 421.2522 - logits_profile_predictions_loss: 415.0203 - logcount_predictions_loss: 0.2795 1828/1833 [============================>.] - ETA: 1s - loss: 421.2512 - logits_profile_predictions_loss: 415.0193 - logcount_predictions_loss: 0.2795 1829/1833 [============================>.] - ETA: 1s - loss: 421.2502 - logits_profile_predictions_loss: 415.0183 - logcount_predictions_loss: 0.2795 1830/1833 [============================>.] - ETA: 0s - loss: 421.2492 - logits_profile_predictions_loss: 415.0173 - logcount_predictions_loss: 0.2795 1831/1833 [============================>.] - ETA: 0s - loss: 421.2482 - logits_profile_predictions_loss: 415.0163 - logcount_predictions_loss: 0.2795 1832/1833 [============================>.] - ETA: 0s - loss: 421.2472 - logits_profile_predictions_loss: 415.0153 - logcount_predictions_loss: 0.2795 1833/1833 [==============================] - ETA: 0s - loss: 421.2462 - logits_profile_predictions_loss: 415.0142 - logcount_predictions_loss: 0.2795 1833/1833 [==============================] - 612s 334ms/step - loss: 421.2452 - logits_profile_predictions_loss: 415.0132 - logcount_predictions_loss: 0.2795 - val_loss: 565.3969 - val_logits_profile_predictions_loss: 548.8313 - val_logcount_predictions_loss: 0.7428 Epoch 00020: val_loss did not improve from 560.76562 Epoch 21/50 1/1833 [..............................] - ETA: 9:45 - loss: 420.5181 - logits_profile_predictions_loss: 413.9615 - logcount_predictions_loss: 0.2940 2/1833 [..............................] - ETA: 9:32 - loss: 403.3528 - logits_profile_predictions_loss: 397.0581 - logcount_predictions_loss: 0.2823 3/1833 [..............................] - ETA: 9:33 - loss: 403.5343 - logits_profile_predictions_loss: 397.4512 - logcount_predictions_loss: 0.2728 4/1833 [..............................] - ETA: 9:34 - loss: 405.6038 - logits_profile_predictions_loss: 399.5389 - logcount_predictions_loss: 0.2720 5/1833 [..............................] - ETA: 9:34 - loss: 406.7704 - logits_profile_predictions_loss: 400.7639 - logcount_predictions_loss: 0.2693 6/1833 [..............................] - ETA: 9:34 - loss: 407.9168 - logits_profile_predictions_loss: 401.9737 - logcount_predictions_loss: 0.2665 7/1833 [..............................] - ETA: 9:34 - loss: 408.8171 - logits_profile_predictions_loss: 402.9329 - logcount_predictions_loss: 0.2639 8/1833 [..............................] - ETA: 9:33 - loss: 409.3007 - logits_profile_predictions_loss: 403.4347 - logcount_predictions_loss: 0.2630 9/1833 [..............................] - ETA: 9:33 - loss: 410.3701 - logits_profile_predictions_loss: 404.5286 - logcount_predictions_loss: 0.2619 10/1833 [..............................] - ETA: 9:33 - loss: 410.6203 - logits_profile_predictions_loss: 404.8035 - logcount_predictions_loss: 0.2608 11/1833 [..............................] - ETA: 9:33 - loss: 411.2692 - logits_profile_predictions_loss: 405.4669 - logcount_predictions_loss: 0.2602 12/1833 [..............................] - ETA: 9:32 - loss: 412.0117 - logits_profile_predictions_loss: 406.2321 - logcount_predictions_loss: 0.2592 13/1833 [..............................] - ETA: 9:32 - loss: 412.4435 - logits_profile_predictions_loss: 406.6924 - logcount_predictions_loss: 0.2579 14/1833 [..............................] - ETA: 9:32 - loss: 412.8366 - logits_profile_predictions_loss: 407.1131 - logcount_predictions_loss: 0.2567 15/1833 [..............................] - ETA: 9:31 - loss: 413.2909 - logits_profile_predictions_loss: 407.5898 - logcount_predictions_loss: 0.2557 16/1833 [..............................] - ETA: 9:31 - loss: 413.6844 - logits_profile_predictions_loss: 408.0070 - logcount_predictions_loss: 0.2546 17/1833 [..............................] - ETA: 9:31 - loss: 413.7417 - logits_profile_predictions_loss: 408.0842 - logcount_predictions_loss: 0.2537 18/1833 [..............................] - ETA: 9:30 - loss: 413.8848 - logits_profile_predictions_loss: 408.2426 - logcount_predictions_loss: 0.2530 19/1833 [..............................] - ETA: 9:30 - loss: 414.0842 - logits_profile_predictions_loss: 408.4504 - logcount_predictions_loss: 0.2526 20/1833 [..............................] - ETA: 9:30 - loss: 414.3879 - logits_profile_predictions_loss: 408.7611 - logcount_predictions_loss: 0.2523 21/1833 [..............................] - ETA: 9:30 - loss: 414.7218 - logits_profile_predictions_loss: 409.1026 - logcount_predictions_loss: 0.2520 22/1833 [..............................] - ETA: 9:29 - loss: 415.0224 - logits_profile_predictions_loss: 409.4087 - logcount_predictions_loss: 0.2517 23/1833 [..............................] - ETA: 9:29 - loss: 415.2380 - logits_profile_predictions_loss: 409.6307 - logcount_predictions_loss: 0.2514 24/1833 [..............................] - ETA: 9:29 - loss: 415.3197 - logits_profile_predictions_loss: 409.7193 - logcount_predictions_loss: 0.2511 25/1833 [..............................] - ETA: 9:28 - loss: 415.3836 - logits_profile_predictions_loss: 409.7888 - logcount_predictions_loss: 0.2509 26/1833 [..............................] - ETA: 9:28 - loss: 415.4360 - logits_profile_predictions_loss: 409.8465 - logcount_predictions_loss: 0.2506 27/1833 [..............................] - ETA: 9:28 - loss: 415.4644 - logits_profile_predictions_loss: 409.8816 - logcount_predictions_loss: 0.2503 28/1833 [..............................] - ETA: 9:27 - loss: 415.5475 - logits_profile_predictions_loss: 409.9729 - logcount_predictions_loss: 0.2500 29/1833 [..............................] - ETA: 9:27 - loss: 415.7374 - logits_profile_predictions_loss: 410.1689 - logcount_predictions_loss: 0.2497 30/1833 [..............................] - ETA: 9:27 - loss: 415.8795 - logits_profile_predictions_loss: 410.3163 - logcount_predictions_loss: 0.2495 31/1833 [..............................] - ETA: 9:27 - loss: 416.0316 - logits_profile_predictions_loss: 410.4741 - logcount_predictions_loss: 0.2492 32/1833 [..............................] - ETA: 9:26 - loss: 416.1263 - logits_profile_predictions_loss: 410.5749 - logcount_predictions_loss: 0.2489 33/1833 [..............................] - ETA: 9:26 - loss: 416.2170 - logits_profile_predictions_loss: 410.6710 - logcount_predictions_loss: 0.2487 34/1833 [..............................] - ETA: 9:26 - loss: 416.2484 - logits_profile_predictions_loss: 410.7079 - logcount_predictions_loss: 0.2485 35/1833 [..............................] - ETA: 9:25 - loss: 416.3386 - logits_profile_predictions_loss: 410.8030 - logcount_predictions_loss: 0.2482 36/1833 [..............................] - ETA: 9:25 - loss: 416.3916 - logits_profile_predictions_loss: 410.8602 - logcount_predictions_loss: 0.2480 37/1833 [..............................] - ETA: 9:25 - loss: 416.4265 - logits_profile_predictions_loss: 410.8991 - logcount_predictions_loss: 0.2479 38/1833 [..............................] - ETA: 9:25 - loss: 416.4543 - logits_profile_predictions_loss: 410.9313 - logcount_predictions_loss: 0.2477 39/1833 [..............................] - ETA: 9:24 - loss: 416.4737 - logits_profile_predictions_loss: 410.9553 - logcount_predictions_loss: 0.2475 40/1833 [..............................] - ETA: 9:24 - loss: 416.4906 - logits_profile_predictions_loss: 410.9763 - logcount_predictions_loss: 0.2473 41/1833 [..............................] - ETA: 9:24 - loss: 416.5294 - logits_profile_predictions_loss: 411.0195 - logcount_predictions_loss: 0.2471 42/1833 [..............................] - ETA: 9:23 - loss: 416.5704 - logits_profile_predictions_loss: 411.0657 - logcount_predictions_loss: 0.2468 43/1833 [..............................] - ETA: 9:23 - loss: 416.6036 - logits_profile_predictions_loss: 411.1041 - logcount_predictions_loss: 0.2466 44/1833 [..............................] - ETA: 9:23 - loss: 416.5984 - logits_profile_predictions_loss: 411.1033 - logcount_predictions_loss: 0.2464 45/1833 [..............................] - ETA: 9:22 - loss: 416.5918 - logits_profile_predictions_loss: 411.1005 - logcount_predictions_loss: 0.2462 46/1833 [..............................] - ETA: 9:22 - loss: 416.5886 - logits_profile_predictions_loss: 411.1017 - logcount_predictions_loss: 0.2461 47/1833 [..............................] - ETA: 9:22 - loss: 416.5586 - logits_profile_predictions_loss: 411.0756 - logcount_predictions_loss: 0.2459 48/1833 [..............................] - ETA: 9:22 - loss: 416.5087 - logits_profile_predictions_loss: 411.0280 - logcount_predictions_loss: 0.2458 49/1833 [..............................] - ETA: 9:21 - loss: 416.4600 - logits_profile_predictions_loss: 410.9822 - logcount_predictions_loss: 0.2456 50/1833 [..............................] - ETA: 9:21 - loss: 416.3901 - logits_profile_predictions_loss: 410.9151 - logcount_predictions_loss: 0.2455 51/1833 [..............................] - ETA: 9:21 - loss: 416.3203 - logits_profile_predictions_loss: 410.8474 - logcount_predictions_loss: 0.2454 52/1833 [..............................] - ETA: 9:20 - loss: 416.2469 - logits_profile_predictions_loss: 410.7760 - logcount_predictions_loss: 0.2453 53/1833 [..............................] - ETA: 9:20 - loss: 416.1993 - logits_profile_predictions_loss: 410.7296 - logcount_predictions_loss: 0.2453 54/1833 [..............................] - ETA: 9:20 - loss: 416.1437 - logits_profile_predictions_loss: 410.6753 - logcount_predictions_loss: 0.2452 55/1833 [..............................] - ETA: 9:19 - loss: 416.1061 - logits_profile_predictions_loss: 410.6389 - logcount_predictions_loss: 0.2452 56/1833 [..............................] - ETA: 9:19 - loss: 416.0651 - logits_profile_predictions_loss: 410.5984 - logcount_predictions_loss: 0.2451 57/1833 [..............................] - ETA: 9:19 - loss: 416.0236 - logits_profile_predictions_loss: 410.5571 - logcount_predictions_loss: 0.2451 58/1833 [..............................] - ETA: 9:19 - loss: 415.9745 - logits_profile_predictions_loss: 410.5082 - logcount_predictions_loss: 0.2451 59/1833 [..............................] - ETA: 9:18 - loss: 415.9208 - logits_profile_predictions_loss: 410.4546 - logcount_predictions_loss: 0.2451 60/1833 [..............................] - ETA: 9:18 - loss: 415.8680 - logits_profile_predictions_loss: 410.4015 - logcount_predictions_loss: 0.2451 61/1833 [..............................] - ETA: 9:18 - loss: 415.8264 - logits_profile_predictions_loss: 410.3596 - logcount_predictions_loss: 0.2451 62/1833 [>.............................] - ETA: 9:17 - loss: 415.7868 - logits_profile_predictions_loss: 410.3178 - logcount_predictions_loss: 0.2452 63/1833 [>.............................] - ETA: 9:17 - loss: 415.7406 - logits_profile_predictions_loss: 410.2697 - logcount_predictions_loss: 0.2453 64/1833 [>.............................] - ETA: 9:17 - loss: 415.6920 - logits_profile_predictions_loss: 410.2191 - logcount_predictions_loss: 0.2454 65/1833 [>.............................] - ETA: 9:16 - loss: 415.6257 - logits_profile_predictions_loss: 410.1509 - logcount_predictions_loss: 0.2455 66/1833 [>.............................] - ETA: 9:16 - loss: 415.5478 - logits_profile_predictions_loss: 410.0714 - logcount_predictions_loss: 0.2456 67/1833 [>.............................] - ETA: 9:16 - loss: 415.4700 - logits_profile_predictions_loss: 409.9919 - logcount_predictions_loss: 0.2457 68/1833 [>.............................] - ETA: 9:16 - loss: 415.3908 - logits_profile_predictions_loss: 409.9105 - logcount_predictions_loss: 0.2458 69/1833 [>.............................] - ETA: 9:15 - loss: 415.3112 - logits_profile_predictions_loss: 409.8290 - logcount_predictions_loss: 0.2458 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logits_profile_predictions_loss: 409.3815 - logcount_predictions_loss: 0.2462 77/1833 [>.............................] - ETA: 9:13 - loss: 414.8250 - logits_profile_predictions_loss: 409.3347 - logcount_predictions_loss: 0.2462 78/1833 [>.............................] - ETA: 9:13 - loss: 414.7836 - logits_profile_predictions_loss: 409.2928 - logcount_predictions_loss: 0.2462 79/1833 [>.............................] - ETA: 9:12 - loss: 414.7532 - logits_profile_predictions_loss: 409.2622 - logcount_predictions_loss: 0.2462 80/1833 [>.............................] - ETA: 9:12 - loss: 414.7089 - logits_profile_predictions_loss: 409.2178 - logcount_predictions_loss: 0.2462 81/1833 [>.............................] - ETA: 9:12 - loss: 414.6668 - logits_profile_predictions_loss: 409.1758 - logcount_predictions_loss: 0.2462 82/1833 [>.............................] - ETA: 9:11 - loss: 414.6188 - logits_profile_predictions_loss: 409.1273 - logcount_predictions_loss: 0.2463 83/1833 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logits_profile_predictions_loss: 409.0247 - logcount_predictions_loss: 0.2537 240/1833 [==>...........................] - ETA: 8:23 - loss: 414.6859 - logits_profile_predictions_loss: 409.0283 - logcount_predictions_loss: 0.2537 241/1833 [==>...........................] - ETA: 8:22 - loss: 414.6898 - logits_profile_predictions_loss: 409.0313 - logcount_predictions_loss: 0.2537 242/1833 [==>...........................] - ETA: 8:22 - loss: 414.6936 - logits_profile_predictions_loss: 409.0343 - logcount_predictions_loss: 0.2538 243/1833 [==>...........................] - ETA: 8:22 - loss: 414.6975 - logits_profile_predictions_loss: 409.0374 - logcount_predictions_loss: 0.2538 244/1833 [==>...........................] - ETA: 8:22 - loss: 414.7000 - logits_profile_predictions_loss: 409.0391 - logcount_predictions_loss: 0.2539 245/1833 [===>..........................] - ETA: 8:21 - loss: 414.7028 - logits_profile_predictions_loss: 409.0410 - logcount_predictions_loss: 0.2539 246/1833 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logits_profile_predictions_loss: 409.0589 - logcount_predictions_loss: 0.2541 253/1833 [===>..........................] - ETA: 8:19 - loss: 414.7302 - logits_profile_predictions_loss: 409.0621 - logcount_predictions_loss: 0.2542 254/1833 [===>..........................] - ETA: 8:18 - loss: 414.7345 - logits_profile_predictions_loss: 409.0657 - logcount_predictions_loss: 0.2542 255/1833 [===>..........................] - ETA: 8:18 - loss: 414.7386 - logits_profile_predictions_loss: 409.0689 - logcount_predictions_loss: 0.2542 256/1833 [===>..........................] - ETA: 8:18 - loss: 414.7443 - logits_profile_predictions_loss: 409.0739 - logcount_predictions_loss: 0.2543 257/1833 [===>..........................] - ETA: 8:17 - loss: 414.7495 - logits_profile_predictions_loss: 409.0784 - logcount_predictions_loss: 0.2543 258/1833 [===>..........................] - ETA: 8:17 - loss: 414.7549 - logits_profile_predictions_loss: 409.0831 - logcount_predictions_loss: 0.2543 259/1833 [===>..........................] - ETA: 8:17 - loss: 414.7599 - logits_profile_predictions_loss: 409.0874 - logcount_predictions_loss: 0.2544 260/1833 [===>..........................] - ETA: 8:17 - loss: 414.7646 - logits_profile_predictions_loss: 409.0913 - logcount_predictions_loss: 0.2544 261/1833 [===>..........................] - ETA: 8:16 - loss: 414.7687 - logits_profile_predictions_loss: 409.0947 - logcount_predictions_loss: 0.2544 262/1833 [===>..........................] - ETA: 8:16 - loss: 414.7731 - logits_profile_predictions_loss: 409.0984 - logcount_predictions_loss: 0.2545 263/1833 [===>..........................] - ETA: 8:16 - loss: 414.7777 - logits_profile_predictions_loss: 409.1022 - logcount_predictions_loss: 0.2545 264/1833 [===>..........................] - ETA: 8:15 - loss: 414.7825 - logits_profile_predictions_loss: 409.1063 - logcount_predictions_loss: 0.2545 265/1833 [===>..........................] - ETA: 8:15 - loss: 414.7876 - logits_profile_predictions_loss: 409.1107 - logcount_predictions_loss: 0.2546 266/1833 [===>..........................] - ETA: 8:15 - loss: 414.7919 - logits_profile_predictions_loss: 409.1142 - logcount_predictions_loss: 0.2546 267/1833 [===>..........................] - ETA: 8:14 - loss: 414.7955 - logits_profile_predictions_loss: 409.1171 - logcount_predictions_loss: 0.2546 268/1833 [===>..........................] - ETA: 8:14 - loss: 414.7995 - logits_profile_predictions_loss: 409.1205 - logcount_predictions_loss: 0.2547 269/1833 [===>..........................] - ETA: 8:14 - loss: 414.8041 - logits_profile_predictions_loss: 409.1243 - logcount_predictions_loss: 0.2547 270/1833 [===>..........................] - ETA: 8:13 - loss: 414.8082 - logits_profile_predictions_loss: 409.1277 - logcount_predictions_loss: 0.2547 271/1833 [===>..........................] - ETA: 8:13 - loss: 414.8120 - logits_profile_predictions_loss: 409.1309 - logcount_predictions_loss: 0.2548 272/1833 [===>..........................] - ETA: 8:13 - loss: 414.8151 - logits_profile_predictions_loss: 409.1332 - logcount_predictions_loss: 0.2548 273/1833 [===>..........................] - ETA: 8:13 - loss: 414.8178 - logits_profile_predictions_loss: 409.1354 - logcount_predictions_loss: 0.2548 274/1833 [===>..........................] - ETA: 8:12 - loss: 414.8208 - logits_profile_predictions_loss: 409.1377 - logcount_predictions_loss: 0.2548 275/1833 [===>..........................] - ETA: 8:12 - loss: 414.8231 - logits_profile_predictions_loss: 409.1393 - logcount_predictions_loss: 0.2549 276/1833 [===>..........................] - ETA: 8:12 - loss: 414.8251 - logits_profile_predictions_loss: 409.1407 - logcount_predictions_loss: 0.2549 277/1833 [===>..........................] - ETA: 8:11 - loss: 414.8281 - logits_profile_predictions_loss: 409.1431 - logcount_predictions_loss: 0.2549 278/1833 [===>..........................] - ETA: 8:11 - loss: 414.8320 - logits_profile_predictions_loss: 409.1463 - logcount_predictions_loss: 0.2550 279/1833 [===>..........................] - ETA: 8:11 - loss: 414.8358 - logits_profile_predictions_loss: 409.1494 - logcount_predictions_loss: 0.2550 280/1833 [===>..........................] - ETA: 8:10 - loss: 414.8397 - logits_profile_predictions_loss: 409.1527 - logcount_predictions_loss: 0.2550 281/1833 [===>..........................] - ETA: 8:10 - loss: 414.8428 - logits_profile_predictions_loss: 409.1552 - logcount_predictions_loss: 0.2550 282/1833 [===>..........................] - ETA: 8:10 - loss: 414.8455 - logits_profile_predictions_loss: 409.1573 - logcount_predictions_loss: 0.2551 283/1833 [===>..........................] - ETA: 8:09 - loss: 414.8486 - logits_profile_predictions_loss: 409.1598 - logcount_predictions_loss: 0.2551 284/1833 [===>..........................] - ETA: 8:09 - loss: 414.8521 - logits_profile_predictions_loss: 409.1628 - logcount_predictions_loss: 0.2551 285/1833 [===>..........................] - ETA: 8:09 - loss: 414.8560 - logits_profile_predictions_loss: 409.1662 - logcount_predictions_loss: 0.2552 286/1833 [===>..........................] - ETA: 8:08 - loss: 414.8602 - logits_profile_predictions_loss: 409.1698 - logcount_predictions_loss: 0.2552 287/1833 [===>..........................] - ETA: 8:08 - loss: 414.8641 - logits_profile_predictions_loss: 409.1730 - logcount_predictions_loss: 0.2552 288/1833 [===>..........................] - ETA: 8:08 - loss: 414.8678 - logits_profile_predictions_loss: 409.1761 - logcount_predictions_loss: 0.2552 289/1833 [===>..........................] - ETA: 8:07 - loss: 414.8719 - logits_profile_predictions_loss: 409.1795 - logcount_predictions_loss: 0.2553 290/1833 [===>..........................] - ETA: 8:07 - loss: 414.8758 - logits_profile_predictions_loss: 409.1829 - logcount_predictions_loss: 0.2553 291/1833 [===>..........................] - ETA: 8:07 - loss: 414.8798 - logits_profile_predictions_loss: 409.1863 - logcount_predictions_loss: 0.2553 292/1833 [===>..........................] - ETA: 8:07 - loss: 414.8836 - logits_profile_predictions_loss: 409.1895 - logcount_predictions_loss: 0.2553 293/1833 [===>..........................] - ETA: 8:06 - loss: 414.8877 - logits_profile_predictions_loss: 409.1930 - logcount_predictions_loss: 0.2554 294/1833 [===>..........................] - ETA: 8:06 - loss: 414.8916 - logits_profile_predictions_loss: 409.1963 - logcount_predictions_loss: 0.2554 295/1833 [===>..........................] - ETA: 8:06 - loss: 414.8955 - logits_profile_predictions_loss: 409.1996 - logcount_predictions_loss: 0.2554 296/1833 [===>..........................] - ETA: 8:05 - loss: 414.8999 - logits_profile_predictions_loss: 409.2034 - logcount_predictions_loss: 0.2554 298/1833 [===>..........................] - ETA: 8:03 - loss: 414.9092 - logits_profile_predictions_loss: 409.2115 - logcount_predictions_loss: 0.2555 299/1833 [===>..........................] - ETA: 8:03 - loss: 414.9146 - logits_profile_predictions_loss: 409.2163 - logcount_predictions_loss: 0.2555 300/1833 [===>..........................] - ETA: 8:02 - loss: 414.9210 - logits_profile_predictions_loss: 409.2221 - logcount_predictions_loss: 0.2556 301/1833 [===>..........................] - ETA: 8:02 - loss: 414.9275 - logits_profile_predictions_loss: 409.2279 - logcount_predictions_loss: 0.2556 302/1833 [===>..........................] - ETA: 8:02 - loss: 414.9329 - logits_profile_predictions_loss: 409.2328 - logcount_predictions_loss: 0.2556 303/1833 [===>..........................] - ETA: 8:02 - loss: 414.9385 - logits_profile_predictions_loss: 409.2377 - logcount_predictions_loss: 0.2556 304/1833 [===>..........................] - ETA: 8:01 - loss: 414.9436 - logits_profile_predictions_loss: 409.2422 - logcount_predictions_loss: 0.2557 305/1833 [===>..........................] - ETA: 8:01 - loss: 414.9482 - logits_profile_predictions_loss: 409.2462 - logcount_predictions_loss: 0.2557 306/1833 [====>.........................] - ETA: 8:01 - loss: 414.9521 - logits_profile_predictions_loss: 409.2496 - logcount_predictions_loss: 0.2557 307/1833 [====>.........................] - ETA: 8:00 - loss: 414.9563 - logits_profile_predictions_loss: 409.2533 - logcount_predictions_loss: 0.2557 308/1833 [====>.........................] - ETA: 8:00 - loss: 414.9606 - logits_profile_predictions_loss: 409.2570 - logcount_predictions_loss: 0.2558 309/1833 [====>.........................] - ETA: 8:00 - loss: 414.9646 - logits_profile_predictions_loss: 409.2605 - logcount_predictions_loss: 0.2558 310/1833 [====>.........................] - ETA: 7:59 - loss: 414.9687 - logits_profile_predictions_loss: 409.2640 - logcount_predictions_loss: 0.2558 311/1833 [====>.........................] - ETA: 7:59 - loss: 414.9732 - logits_profile_predictions_loss: 409.2681 - logcount_predictions_loss: 0.2558 312/1833 [====>.........................] - ETA: 7:59 - loss: 414.9773 - logits_profile_predictions_loss: 409.2716 - logcount_predictions_loss: 0.2559 313/1833 [====>.........................] - ETA: 7:58 - loss: 414.9812 - logits_profile_predictions_loss: 409.2750 - logcount_predictions_loss: 0.2559 314/1833 [====>.........................] - ETA: 7:58 - loss: 414.9848 - logits_profile_predictions_loss: 409.2782 - logcount_predictions_loss: 0.2559 315/1833 [====>.........................] - ETA: 7:58 - loss: 414.9888 - logits_profile_predictions_loss: 409.2816 - logcount_predictions_loss: 0.2559 316/1833 [====>.........................] - ETA: 7:58 - loss: 414.9921 - logits_profile_predictions_loss: 409.2844 - logcount_predictions_loss: 0.2560 317/1833 [====>.........................] - ETA: 7:57 - loss: 414.9952 - logits_profile_predictions_loss: 409.2870 - logcount_predictions_loss: 0.2560 318/1833 [====>.........................] - ETA: 7:57 - loss: 414.9984 - logits_profile_predictions_loss: 409.2896 - logcount_predictions_loss: 0.2560 319/1833 [====>.........................] - ETA: 7:57 - loss: 415.0017 - logits_profile_predictions_loss: 409.2924 - logcount_predictions_loss: 0.2560 320/1833 [====>.........................] - ETA: 7:56 - loss: 415.0052 - logits_profile_predictions_loss: 409.2953 - logcount_predictions_loss: 0.2560 321/1833 [====>.........................] - ETA: 7:56 - loss: 415.0083 - logits_profile_predictions_loss: 409.2980 - logcount_predictions_loss: 0.2561 322/1833 [====>.........................] - ETA: 7:56 - loss: 415.0116 - logits_profile_predictions_loss: 409.3008 - logcount_predictions_loss: 0.2561 323/1833 [====>.........................] - ETA: 7:55 - loss: 415.0147 - logits_profile_predictions_loss: 409.3033 - logcount_predictions_loss: 0.2561 324/1833 [====>.........................] - ETA: 7:55 - loss: 415.0171 - logits_profile_predictions_loss: 409.3052 - logcount_predictions_loss: 0.2561 325/1833 [====>.........................] - ETA: 7:55 - loss: 415.0190 - logits_profile_predictions_loss: 409.3066 - logcount_predictions_loss: 0.2562 326/1833 [====>.........................] - ETA: 7:54 - loss: 415.0216 - logits_profile_predictions_loss: 409.3087 - logcount_predictions_loss: 0.2562 327/1833 [====>.........................] - ETA: 7:54 - loss: 415.0248 - logits_profile_predictions_loss: 409.3114 - logcount_predictions_loss: 0.2562 328/1833 [====>.........................] - ETA: 7:54 - loss: 415.0281 - logits_profile_predictions_loss: 409.3143 - logcount_predictions_loss: 0.2562 329/1833 [====>.........................] - ETA: 7:54 - loss: 415.0308 - logits_profile_predictions_loss: 409.3165 - logcount_predictions_loss: 0.2562 330/1833 [====>.........................] - ETA: 7:53 - loss: 415.0336 - logits_profile_predictions_loss: 409.3188 - logcount_predictions_loss: 0.2563 331/1833 [====>.........................] - ETA: 7:53 - loss: 415.0364 - logits_profile_predictions_loss: 409.3211 - logcount_predictions_loss: 0.2563 332/1833 [====>.........................] - ETA: 7:53 - loss: 415.0391 - logits_profile_predictions_loss: 409.3234 - logcount_predictions_loss: 0.2563 333/1833 [====>.........................] - ETA: 7:52 - loss: 415.0414 - logits_profile_predictions_loss: 409.3251 - logcount_predictions_loss: 0.2563 334/1833 [====>.........................] - ETA: 7:52 - loss: 415.0433 - logits_profile_predictions_loss: 409.3267 - logcount_predictions_loss: 0.2564 335/1833 [====>.........................] - ETA: 7:52 - loss: 415.0456 - logits_profile_predictions_loss: 409.3285 - logcount_predictions_loss: 0.2564 336/1833 [====>.........................] - ETA: 7:51 - loss: 415.0479 - logits_profile_predictions_loss: 409.3303 - logcount_predictions_loss: 0.2564 337/1833 [====>.........................] - ETA: 7:51 - loss: 415.0505 - logits_profile_predictions_loss: 409.3325 - logcount_predictions_loss: 0.2564 338/1833 [====>.........................] - ETA: 7:51 - loss: 415.0523 - logits_profile_predictions_loss: 409.3339 - logcount_predictions_loss: 0.2564 339/1833 [====>.........................] - ETA: 7:51 - loss: 415.0540 - logits_profile_predictions_loss: 409.3352 - logcount_predictions_loss: 0.2564 340/1833 [====>.........................] - ETA: 7:50 - loss: 415.0555 - logits_profile_predictions_loss: 409.3363 - logcount_predictions_loss: 0.2565 341/1833 [====>.........................] - ETA: 7:50 - loss: 415.0573 - logits_profile_predictions_loss: 409.3377 - logcount_predictions_loss: 0.2565 342/1833 [====>.........................] - ETA: 7:50 - loss: 415.0589 - logits_profile_predictions_loss: 409.3389 - logcount_predictions_loss: 0.2565 343/1833 [====>.........................] - ETA: 7:49 - loss: 415.0603 - logits_profile_predictions_loss: 409.3399 - logcount_predictions_loss: 0.2565 344/1833 [====>.........................] - ETA: 7:49 - loss: 415.0624 - logits_profile_predictions_loss: 409.3416 - logcount_predictions_loss: 0.2565 345/1833 [====>.........................] - ETA: 7:49 - loss: 415.0640 - logits_profile_predictions_loss: 409.3429 - logcount_predictions_loss: 0.2566 346/1833 [====>.........................] - ETA: 7:48 - loss: 415.0663 - logits_profile_predictions_loss: 409.3449 - logcount_predictions_loss: 0.2566 347/1833 [====>.........................] - ETA: 7:48 - loss: 415.0682 - logits_profile_predictions_loss: 409.3463 - logcount_predictions_loss: 0.2566 348/1833 [====>.........................] - ETA: 7:48 - loss: 415.0699 - logits_profile_predictions_loss: 409.3477 - logcount_predictions_loss: 0.2566 349/1833 [====>.........................] - ETA: 7:47 - loss: 415.0713 - logits_profile_predictions_loss: 409.3487 - logcount_predictions_loss: 0.2566 350/1833 [====>.........................] - ETA: 7:47 - loss: 415.0727 - logits_profile_predictions_loss: 409.3497 - logcount_predictions_loss: 0.2566 351/1833 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logits_profile_predictions_loss: 409.9393 - logcount_predictions_loss: 0.2595 1749/1833 [===========================>..] - ETA: 26s - loss: 415.7271 - logits_profile_predictions_loss: 409.9398 - logcount_predictions_loss: 0.2595 1750/1833 [===========================>..] - ETA: 26s - loss: 415.7277 - logits_profile_predictions_loss: 409.9403 - logcount_predictions_loss: 0.2595 1751/1833 [===========================>..] - ETA: 25s - loss: 415.7282 - logits_profile_predictions_loss: 409.9408 - logcount_predictions_loss: 0.2595 1752/1833 [===========================>..] - ETA: 25s - loss: 415.7287 - logits_profile_predictions_loss: 409.9413 - logcount_predictions_loss: 0.2595 1753/1833 [===========================>..] - ETA: 25s - loss: 415.7291 - logits_profile_predictions_loss: 409.9418 - logcount_predictions_loss: 0.2595 1754/1833 [===========================>..] - ETA: 24s - loss: 415.7296 - logits_profile_predictions_loss: 409.9422 - logcount_predictions_loss: 0.2595 1755/1833 [===========================>..] - ETA: 24s - loss: 415.7301 - logits_profile_predictions_loss: 409.9427 - logcount_predictions_loss: 0.2595 1756/1833 [===========================>..] - ETA: 24s - loss: 415.7306 - logits_profile_predictions_loss: 409.9432 - logcount_predictions_loss: 0.2595 1757/1833 [===========================>..] - ETA: 24s - loss: 415.7311 - logits_profile_predictions_loss: 409.9437 - logcount_predictions_loss: 0.2595 1758/1833 [===========================>..] - ETA: 23s - loss: 415.7316 - logits_profile_predictions_loss: 409.9442 - logcount_predictions_loss: 0.2595 1759/1833 [===========================>..] - ETA: 23s - loss: 415.7321 - logits_profile_predictions_loss: 409.9446 - logcount_predictions_loss: 0.2595 1760/1833 [===========================>..] - ETA: 23s - loss: 415.7326 - logits_profile_predictions_loss: 409.9451 - logcount_predictions_loss: 0.2595 1761/1833 [===========================>..] - ETA: 22s - loss: 415.7330 - logits_profile_predictions_loss: 409.9456 - logcount_predictions_loss: 0.2595 1762/1833 [===========================>..] - ETA: 22s - loss: 415.7335 - logits_profile_predictions_loss: 409.9461 - logcount_predictions_loss: 0.2595 1763/1833 [===========================>..] - ETA: 22s - loss: 415.7340 - logits_profile_predictions_loss: 409.9466 - logcount_predictions_loss: 0.2595 1764/1833 [===========================>..] - ETA: 21s - loss: 415.7345 - logits_profile_predictions_loss: 409.9470 - logcount_predictions_loss: 0.2595 1765/1833 [===========================>..] - ETA: 21s - loss: 415.7350 - logits_profile_predictions_loss: 409.9475 - logcount_predictions_loss: 0.2595 1766/1833 [===========================>..] - ETA: 21s - loss: 415.7354 - logits_profile_predictions_loss: 409.9479 - logcount_predictions_loss: 0.2595 1767/1833 [===========================>..] - ETA: 20s - loss: 415.7358 - logits_profile_predictions_loss: 409.9483 - logcount_predictions_loss: 0.2595 1768/1833 [===========================>..] - ETA: 20s - loss: 415.7363 - logits_profile_predictions_loss: 409.9488 - logcount_predictions_loss: 0.2595 1769/1833 [===========================>..] - ETA: 20s - loss: 415.7367 - logits_profile_predictions_loss: 409.9492 - logcount_predictions_loss: 0.2595 1770/1833 [===========================>..] - ETA: 19s - loss: 415.7372 - logits_profile_predictions_loss: 409.9496 - logcount_predictions_loss: 0.2595 1771/1833 [===========================>..] - ETA: 19s - loss: 415.7376 - logits_profile_predictions_loss: 409.9501 - logcount_predictions_loss: 0.2595 1772/1833 [============================>.] - ETA: 19s - loss: 415.7380 - logits_profile_predictions_loss: 409.9505 - logcount_predictions_loss: 0.2595 1773/1833 [============================>.] - ETA: 18s - loss: 415.7385 - logits_profile_predictions_loss: 409.9509 - logcount_predictions_loss: 0.2595 1774/1833 [============================>.] - ETA: 18s - loss: 415.7389 - logits_profile_predictions_loss: 409.9514 - logcount_predictions_loss: 0.2595 1775/1833 [============================>.] - ETA: 18s - loss: 415.7393 - logits_profile_predictions_loss: 409.9518 - logcount_predictions_loss: 0.2595 1776/1833 [============================>.] - ETA: 18s - loss: 415.7398 - logits_profile_predictions_loss: 409.9522 - logcount_predictions_loss: 0.2595 1777/1833 [============================>.] - ETA: 17s - loss: 415.7402 - logits_profile_predictions_loss: 409.9526 - logcount_predictions_loss: 0.2595 1778/1833 [============================>.] - ETA: 17s - loss: 415.7407 - logits_profile_predictions_loss: 409.9531 - logcount_predictions_loss: 0.2595 1779/1833 [============================>.] - ETA: 17s - loss: 415.7411 - logits_profile_predictions_loss: 409.9535 - logcount_predictions_loss: 0.2595 1780/1833 [============================>.] - ETA: 16s - loss: 415.7416 - logits_profile_predictions_loss: 409.9539 - logcount_predictions_loss: 0.2595 1781/1833 [============================>.] - ETA: 16s - loss: 415.7420 - logits_profile_predictions_loss: 409.9544 - logcount_predictions_loss: 0.2595 1782/1833 [============================>.] - ETA: 16s - loss: 415.7425 - logits_profile_predictions_loss: 409.9548 - logcount_predictions_loss: 0.2595 1783/1833 [============================>.] - ETA: 15s - loss: 415.7429 - logits_profile_predictions_loss: 409.9553 - logcount_predictions_loss: 0.2595 1784/1833 [============================>.] - ETA: 15s - loss: 415.7433 - logits_profile_predictions_loss: 409.9557 - logcount_predictions_loss: 0.2595 1785/1833 [============================>.] - ETA: 15s - loss: 415.7438 - logits_profile_predictions_loss: 409.9561 - logcount_predictions_loss: 0.2595 1786/1833 [============================>.] - ETA: 14s - loss: 415.7442 - logits_profile_predictions_loss: 409.9565 - logcount_predictions_loss: 0.2595 1787/1833 [============================>.] - ETA: 14s - loss: 415.7447 - logits_profile_predictions_loss: 409.9570 - logcount_predictions_loss: 0.2595 1788/1833 [============================>.] - ETA: 14s - loss: 415.7451 - logits_profile_predictions_loss: 409.9574 - logcount_predictions_loss: 0.2595 1789/1833 [============================>.] - ETA: 13s - loss: 415.7456 - logits_profile_predictions_loss: 409.9579 - logcount_predictions_loss: 0.2595 1790/1833 [============================>.] - ETA: 13s - loss: 415.7460 - logits_profile_predictions_loss: 409.9583 - logcount_predictions_loss: 0.2595 1791/1833 [============================>.] - ETA: 13s - loss: 415.7465 - logits_profile_predictions_loss: 409.9588 - logcount_predictions_loss: 0.2595 1792/1833 [============================>.] - ETA: 12s - loss: 415.7469 - logits_profile_predictions_loss: 409.9592 - logcount_predictions_loss: 0.2595 1793/1833 [============================>.] - ETA: 12s - loss: 415.7474 - logits_profile_predictions_loss: 409.9597 - logcount_predictions_loss: 0.2595 1794/1833 [============================>.] - ETA: 12s - loss: 415.7478 - logits_profile_predictions_loss: 409.9601 - logcount_predictions_loss: 0.2595 1795/1833 [============================>.] - ETA: 12s - loss: 415.7483 - logits_profile_predictions_loss: 409.9606 - logcount_predictions_loss: 0.2595 1796/1833 [============================>.] - ETA: 11s - loss: 415.7488 - logits_profile_predictions_loss: 409.9610 - logcount_predictions_loss: 0.2595 1797/1833 [============================>.] - ETA: 11s - loss: 415.7492 - logits_profile_predictions_loss: 409.9615 - logcount_predictions_loss: 0.2595 1798/1833 [============================>.] - ETA: 11s - loss: 415.7497 - logits_profile_predictions_loss: 409.9619 - logcount_predictions_loss: 0.2595 1799/1833 [============================>.] - ETA: 10s - loss: 415.7501 - logits_profile_predictions_loss: 409.9624 - logcount_predictions_loss: 0.2595 1800/1833 [============================>.] - ETA: 10s - loss: 415.7506 - logits_profile_predictions_loss: 409.9628 - logcount_predictions_loss: 0.2595 1801/1833 [============================>.] - ETA: 10s - loss: 415.7511 - logits_profile_predictions_loss: 409.9633 - logcount_predictions_loss: 0.2595 1802/1833 [============================>.] - ETA: 9s - loss: 415.7515 - logits_profile_predictions_loss: 409.9637 - logcount_predictions_loss: 0.2595  1803/1833 [============================>.] - ETA: 9s - loss: 415.7520 - logits_profile_predictions_loss: 409.9642 - logcount_predictions_loss: 0.2595 1804/1833 [============================>.] - ETA: 9s - loss: 415.7525 - logits_profile_predictions_loss: 409.9646 - logcount_predictions_loss: 0.2595 1805/1833 [============================>.] - ETA: 8s - loss: 415.7529 - logits_profile_predictions_loss: 409.9651 - logcount_predictions_loss: 0.2595 1806/1833 [============================>.] - ETA: 8s - loss: 415.7534 - logits_profile_predictions_loss: 409.9656 - logcount_predictions_loss: 0.2595 1807/1833 [============================>.] - ETA: 8s - loss: 415.7539 - logits_profile_predictions_loss: 409.9660 - logcount_predictions_loss: 0.2595 1808/1833 [============================>.] - ETA: 7s - loss: 415.7543 - logits_profile_predictions_loss: 409.9664 - logcount_predictions_loss: 0.2595 1809/1833 [============================>.] - ETA: 7s - loss: 415.7547 - logits_profile_predictions_loss: 409.9669 - logcount_predictions_loss: 0.2595 1810/1833 [============================>.] - ETA: 7s - loss: 415.7551 - logits_profile_predictions_loss: 409.9673 - logcount_predictions_loss: 0.2595 1811/1833 [============================>.] - ETA: 6s - loss: 415.7556 - logits_profile_predictions_loss: 409.9677 - logcount_predictions_loss: 0.2595 1812/1833 [============================>.] - ETA: 6s - loss: 415.7560 - logits_profile_predictions_loss: 409.9681 - logcount_predictions_loss: 0.2595 1813/1833 [============================>.] - ETA: 6s - loss: 415.7564 - logits_profile_predictions_loss: 409.9685 - logcount_predictions_loss: 0.2595 1814/1833 [============================>.] - ETA: 6s - loss: 415.7568 - logits_profile_predictions_loss: 409.9690 - logcount_predictions_loss: 0.2595 1815/1833 [============================>.] - ETA: 5s - loss: 415.7573 - logits_profile_predictions_loss: 409.9694 - logcount_predictions_loss: 0.2595 1816/1833 [============================>.] - ETA: 5s - loss: 415.7577 - logits_profile_predictions_loss: 409.9698 - logcount_predictions_loss: 0.2595 1817/1833 [============================>.] - ETA: 5s - loss: 415.7581 - logits_profile_predictions_loss: 409.9702 - logcount_predictions_loss: 0.2595 1818/1833 [============================>.] - ETA: 4s - loss: 415.7585 - logits_profile_predictions_loss: 409.9706 - logcount_predictions_loss: 0.2595 1819/1833 [============================>.] - ETA: 4s - loss: 415.7589 - logits_profile_predictions_loss: 409.9710 - logcount_predictions_loss: 0.2595 1820/1833 [============================>.] - ETA: 4s - loss: 415.7593 - logits_profile_predictions_loss: 409.9714 - logcount_predictions_loss: 0.2595 1821/1833 [============================>.] - ETA: 3s - loss: 415.7597 - logits_profile_predictions_loss: 409.9718 - logcount_predictions_loss: 0.2595 1822/1833 [============================>.] - ETA: 3s - loss: 415.7601 - logits_profile_predictions_loss: 409.9722 - logcount_predictions_loss: 0.2595 1823/1833 [============================>.] - ETA: 3s - loss: 415.7605 - logits_profile_predictions_loss: 409.9725 - logcount_predictions_loss: 0.2596 1824/1833 [============================>.] - ETA: 2s - loss: 415.7609 - logits_profile_predictions_loss: 409.9729 - logcount_predictions_loss: 0.2596 1825/1833 [============================>.] - ETA: 2s - loss: 415.7612 - logits_profile_predictions_loss: 409.9733 - logcount_predictions_loss: 0.2596 1826/1833 [============================>.] - ETA: 2s - loss: 415.7616 - logits_profile_predictions_loss: 409.9737 - logcount_predictions_loss: 0.2596 1827/1833 [============================>.] - ETA: 1s - loss: 415.7620 - logits_profile_predictions_loss: 409.9740 - logcount_predictions_loss: 0.2596 1828/1833 [============================>.] - ETA: 1s - loss: 415.7623 - logits_profile_predictions_loss: 409.9744 - logcount_predictions_loss: 0.2596 1829/1833 [============================>.] - ETA: 1s - loss: 415.7627 - logits_profile_predictions_loss: 409.9747 - logcount_predictions_loss: 0.2596 1830/1833 [============================>.] - ETA: 0s - loss: 415.7630 - logits_profile_predictions_loss: 409.9751 - logcount_predictions_loss: 0.2596 1831/1833 [============================>.] - ETA: 0s - loss: 415.7634 - logits_profile_predictions_loss: 409.9754 - logcount_predictions_loss: 0.2596 1832/1833 [============================>.] - ETA: 0s - loss: 415.7638 - logits_profile_predictions_loss: 409.9758 - logcount_predictions_loss: 0.2596 1833/1833 [==============================] - ETA: 0s - loss: 415.7641 - logits_profile_predictions_loss: 409.9761 - logcount_predictions_loss: 0.2596 1833/1833 [==============================] - 612s 334ms/step - loss: 415.7645 - logits_profile_predictions_loss: 409.9765 - logcount_predictions_loss: 0.2596 - val_loss: 565.8436 - val_logits_profile_predictions_loss: 549.7226 - val_logcount_predictions_loss: 0.7229 Epoch 00021: val_loss did not improve from 560.76562 Restoring model weights from the end of the best epoch. Epoch 00021: early stopping save model save model without bias 2022-09-23_12-59-55: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR452COS//preprocessing/bigWigs/ENCSR452COS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(30656, 10) loading nonpeaks... got split:test for bed regions:(30587, 10) 0/240 100/240 200/240 2022-09-23_13-04-49: 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/ATAC//ENCSR452COS//preprocessing/bigWigs/ENCSR452COS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(30656, 10) loading nonpeaks... got split:test for bed regions:(30587, 10) 0/240 100/240 200/240 2022-09-23_13-08-58: 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/ATAC//ENCSR452COS//preprocessing/bigWigs/ENCSR452COS.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(30656, 10) loading nonpeaks... got split:test for bed regions:(30587, 10) 0/240 100/240 200/240 2022-09-23_13-11-15: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//footprints 2022-09-23_13-11-15: 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/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 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: tn5_1 GCACAGTACAGAGCTG 1/29 [>.............................] - ETA: 7:56 3/29 [==>...........................] - ETA: 12s  4/29 [===>..........................] - ETA: 15s 5/29 [====>.........................] - ETA: 17s 6/29 [=====>........................] - ETA: 17s 7/29 [======>.......................] - ETA: 17s 8/29 [=======>......................] - ETA: 17s 9/29 [========>.....................] - ETA: 16s 10/29 [=========>....................] - ETA: 16s 11/29 [==========>...................] - ETA: 15s 12/29 [===========>..................] - ETA: 14s 13/29 [============>.................] - ETA: 13s 14/29 [=============>................] - ETA: 13s 15/29 [==============>...............] - ETA: 12s 16/29 [===============>..............] - ETA: 11s 17/29 [================>.............] - ETA: 10s 18/29 [=================>............] - ETA: 9s  19/29 [==================>...........] - ETA: 9s 20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 62s 2s/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 25s 3/29 [==>...........................] - ETA: 24s 4/29 [===>..........................] - ETA: 23s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 983ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 994ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 1s/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 1s/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 1s/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 1s/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 1s/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 1s/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 26s 3/29 [==>...........................] - ETA: 25s 4/29 [===>..........................] - ETA: 24s 5/29 [====>.........................] - ETA: 23s 6/29 [=====>........................] - ETA: 22s 7/29 [======>.......................] - ETA: 21s 8/29 [=======>......................] - ETA: 20s 9/29 [========>.....................] - ETA: 19s 10/29 [=========>....................] - ETA: 18s 11/29 [==========>...................] - ETA: 17s 12/29 [===========>..................] - ETA: 16s 13/29 [============>.................] - ETA: 15s 14/29 [=============>................] - ETA: 14s 15/29 [==============>...............] - ETA: 13s 16/29 [===============>..............] - ETA: 12s 17/29 [================>.............] - ETA: 11s 18/29 [=================>............] - ETA: 10s 19/29 [==================>...........] - ETA: 9s  20/29 [===================>..........] - ETA: 8s 21/29 [====================>.........] - ETA: 7s 22/29 [=====================>........] - ETA: 6s 23/29 [======================>.......] - ETA: 5s 24/29 [=======================>......] - ETA: 4s 25/29 [========================>.....] - ETA: 3s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 28s 1s/step Saving marginal footprints 2022-09-23_13-16-49: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//footprints 2022-09-23_13-16-49: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR452COS//chrombpnet_model_feb15_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 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: tn5_1 GCACAGTACAGAGCTG 1/29 [>.............................] - ETA: 5:56 3/29 [==>...........................] - ETA: 1s  4/29 [===>..........................] - ETA: 1s 5/29 [====>.........................] - ETA: 1s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 0s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 25s 451ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 2s 3/29 [==>...........................] - ETA: 2s 4/29 [===>..........................] - ETA: 2s 5/29 [====>.........................] - ETA: 2s 6/29 [=====>........................] - ETA: 1s 7/29 [======>.......................] - ETA: 1s 8/29 [=======>......................] - ETA: 1s 9/29 [========>.....................] - ETA: 1s 10/29 [=========>....................] - ETA: 1s 11/29 [==========>...................] - ETA: 1s 12/29 [===========>..................] - ETA: 1s 13/29 [============>.................] - ETA: 1s 14/29 [=============>................] - ETA: 1s 15/29 [==============>...............] - ETA: 1s 16/29 [===============>..............] - ETA: 1s 17/29 [================>.............] - ETA: 1s 18/29 [=================>............] - ETA: 0s 19/29 [==================>...........] - ETA: 0s 20/29 [===================>..........] - ETA: 0s 21/29 [====================>.........] - ETA: 0s 22/29 [=====================>........] - ETA: 0s 23/29 [======================>.......] - ETA: 0s 24/29 [=======================>......] - ETA: 0s 25/29 [========================>.....] - ETA: 0s 26/29 [=========================>....] - ETA: 0s 27/29 [==========================>...] - ETA: 0s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 2s 88ms/step Saving marginal footprints