2023-01-18_17-07-32: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR649XRC//preprocessing/bigWigs/ENCSR649XRC.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR649XRC//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR649XRC//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME/fold_2/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr5', 'chr6', 'chr8', 'chr9', 'chr10', 'chr13', 'chr14', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chrX', 'chr22', 'chr7'] Number of peaks input: 141399 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 141399 Number of peaks input: 30059 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 30059 Number of non peaks input: 141482 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 141482 Number of non peaks input: 29975 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 29975 Number of peaks after removing outliers: 139841 Number of nonpeaks after removing outliers: 124625 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/3895 [..............................] - ETA: 9:37:51 9/3895 [..............................] - ETA: 26s  17/3895 [..............................] - ETA: 26s 25/3895 [..............................] - ETA: 25s 35/3895 [..............................] - ETA: 24s 45/3895 [..............................] - ETA: 23s 55/3895 [..............................] - ETA: 22s 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR649XRC//preprocessing/bigWigs/ENCSR649XRC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '1.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(127754, 10) loading nonpeaks... got split:train for bed regions:(113091, 10) loading peaks... got split:valid for bed regions:(12087, 10) loading nonpeaks... got split:valid for bed regions:(11534, 10) Epoch 1/50 1/2196 [..............................] - ETA: 4:55:23 - loss: 149.7141 - logits_profile_predictions_loss: 145.9252 - logcount_predictions_loss: 2.2287 2/2196 [..............................] - ETA: 5:55 - loss: 172.0387 - logits_profile_predictions_loss: 153.3674 - logcount_predictions_loss: 10.9831  3/2196 [..............................] - ETA: 5:53 - loss: 179.9147 - logits_profile_predictions_loss: 159.3936 - logcount_predictions_loss: 12.0712 4/2196 [..............................] - ETA: 5:52 - loss: 183.2118 - logits_profile_predictions_loss: 162.9540 - logcount_predictions_loss: 11.9164 5/2196 [..............................] - ETA: 5:51 - loss: 185.8577 - logits_profile_predictions_loss: 166.3091 - logcount_predictions_loss: 11.4992 6/2196 [..............................] - ETA: 5:51 - loss: 186.4689 - logits_profile_predictions_loss: 167.7500 - logcount_predictions_loss: 11.0111 7/2196 [..............................] - ETA: 5:50 - loss: 189.4894 - logits_profile_predictions_loss: 171.4882 - logcount_predictions_loss: 10.5890 8/2196 [..............................] - ETA: 5:50 - loss: 191.2024 - logits_profile_predictions_loss: 173.8785 - logcount_predictions_loss: 10.1906 9/2196 [..............................] - ETA: 5:49 - loss: 191.6945 - logits_profile_predictions_loss: 175.0179 - logcount_predictions_loss: 9.8097  10/2196 [..............................] - ETA: 5:49 - loss: 191.8848 - logits_profile_predictions_loss: 175.8011 - logcount_predictions_loss: 9.4610 11/2196 [..............................] - ETA: 5:48 - loss: 192.1860 - logits_profile_predictions_loss: 176.6328 - logcount_predictions_loss: 9.1489 12/2196 [..............................] - ETA: 5:48 - loss: 192.4674 - logits_profile_predictions_loss: 177.3929 - logcount_predictions_loss: 8.8674 13/2196 [..............................] - ETA: 5:47 - loss: 192.4898 - logits_profile_predictions_loss: 177.8522 - logcount_predictions_loss: 8.6103 14/2196 [..............................] - ETA: 5:47 - loss: 192.3242 - logits_profile_predictions_loss: 178.0871 - logcount_predictions_loss: 8.3748 15/2196 [..............................] - ETA: 5:47 - loss: 192.1792 - logits_profile_predictions_loss: 178.3073 - logcount_predictions_loss: 8.1600 16/2196 [..............................] - ETA: 5:46 - loss: 191.9048 - logits_profile_predictions_loss: 178.3689 - logcount_predictions_loss: 7.9623 17/2196 [..............................] - ETA: 5:46 - loss: 191.6820 - logits_profile_predictions_loss: 178.4530 - logcount_predictions_loss: 7.7817 18/2196 [..............................] - ETA: 5:46 - loss: 191.4377 - logits_profile_predictions_loss: 178.4927 - logcount_predictions_loss: 7.6147 19/2196 [..............................] - ETA: 5:45 - loss: 191.1726 - logits_profile_predictions_loss: 178.4912 - logcount_predictions_loss: 7.4596 20/2196 [..............................] - ETA: 5:45 - loss: 190.8383 - logits_profile_predictions_loss: 178.4048 - logcount_predictions_loss: 7.3138 21/2196 [..............................] - ETA: 5:44 - loss: 190.6152 - logits_profile_predictions_loss: 178.4095 - logcount_predictions_loss: 7.1798 22/2196 [..............................] - ETA: 5:44 - loss: 190.3368 - logits_profile_predictions_loss: 178.3463 - logcount_predictions_loss: 7.0532 23/2196 [..............................] - ETA: 5:44 - loss: 190.0800 - logits_profile_predictions_loss: 178.2905 - logcount_predictions_loss: 6.9350 24/2196 [..............................] - ETA: 5:43 - loss: 189.7539 - logits_profile_predictions_loss: 178.1554 - logcount_predictions_loss: 6.8226 25/2196 [..............................] - ETA: 5:43 - loss: 189.4821 - logits_profile_predictions_loss: 178.0623 - logcount_predictions_loss: 6.7176 26/2196 [..............................] - ETA: 5:43 - loss: 189.2142 - logits_profile_predictions_loss: 177.9631 - logcount_predictions_loss: 6.6183 27/2196 [..............................] - ETA: 5:42 - loss: 188.9578 - logits_profile_predictions_loss: 177.8663 - logcount_predictions_loss: 6.5244 28/2196 [..............................] - ETA: 5:42 - loss: 188.7404 - logits_profile_predictions_loss: 177.7993 - logcount_predictions_loss: 6.4359 29/2196 [..............................] - ETA: 5:42 - loss: 188.5158 - logits_profile_predictions_loss: 177.7176 - logcount_predictions_loss: 6.3519 30/2196 [..............................] - ETA: 5:42 - loss: 188.2775 - logits_profile_predictions_loss: 177.6159 - logcount_predictions_loss: 6.2715 31/2196 [..............................] - ETA: 5:41 - loss: 188.0812 - logits_profile_predictions_loss: 177.5482 - logcount_predictions_loss: 6.1959 32/2196 [..............................] - ETA: 5:41 - loss: 187.8669 - logits_profile_predictions_loss: 177.4571 - logcount_predictions_loss: 6.1234 33/2196 [..............................] - ETA: 5:41 - loss: 187.6878 - logits_profile_predictions_loss: 177.3950 - logcount_predictions_loss: 6.0546 34/2196 [..............................] - ETA: 5:41 - loss: 187.5115 - logits_profile_predictions_loss: 177.3304 - logcount_predictions_loss: 5.9889 35/2196 [..............................] - ETA: 5:40 - loss: 187.3493 - logits_profile_predictions_loss: 177.2749 - logcount_predictions_loss: 5.9261 36/2196 [..............................] - ETA: 5:40 - loss: 187.1735 - logits_profile_predictions_loss: 177.2017 - logcount_predictions_loss: 5.8658 37/2196 [..............................] - ETA: 5:40 - loss: 186.9907 - logits_profile_predictions_loss: 177.1175 - logcount_predictions_loss: 5.8078 38/2196 [..............................] - ETA: 5:40 - loss: 186.7916 - logits_profile_predictions_loss: 177.0136 - logcount_predictions_loss: 5.7518 39/2196 [..............................] - ETA: 5:40 - loss: 186.5870 - logits_profile_predictions_loss: 176.9005 - logcount_predictions_loss: 5.6979 40/2196 [..............................] - ETA: 5:39 - loss: 186.3883 - logits_profile_predictions_loss: 176.7899 - logcount_predictions_loss: 5.6461 41/2196 [..............................] - ETA: 5:39 - loss: 186.2136 - logits_profile_predictions_loss: 176.6995 - logcount_predictions_loss: 5.5966 42/2196 [..............................] - ETA: 5:39 - loss: 186.0747 - logits_profile_predictions_loss: 176.6407 - logcount_predictions_loss: 5.5495 43/2196 [..............................] - ETA: 5:39 - loss: 185.9280 - logits_profile_predictions_loss: 176.5712 - logcount_predictions_loss: 5.5040 44/2196 [..............................] - ETA: 5:39 - loss: 185.7969 - logits_profile_predictions_loss: 176.5144 - logcount_predictions_loss: 5.4603 45/2196 [..............................] - ETA: 5:38 - loss: 185.6582 - logits_profile_predictions_loss: 176.4476 - logcount_predictions_loss: 5.4180 46/2196 [..............................] - ETA: 5:38 - loss: 185.5195 - logits_profile_predictions_loss: 176.3786 - logcount_predictions_loss: 5.3770 47/2196 [..............................] - ETA: 5:38 - loss: 185.4025 - logits_profile_predictions_loss: 176.3281 - logcount_predictions_loss: 5.3378 48/2196 [..............................] - ETA: 5:38 - loss: 185.2891 - logits_profile_predictions_loss: 176.2791 - logcount_predictions_loss: 5.3000 49/2196 [..............................] - ETA: 5:38 - loss: 185.1618 - logits_profile_predictions_loss: 176.2146 - logcount_predictions_loss: 5.2631 50/2196 [..............................] - ETA: 5:38 - loss: 185.0583 - logits_profile_predictions_loss: 176.1712 - logcount_predictions_loss: 5.2277 51/2196 [..............................] - ETA: 5:37 - loss: 184.9543 - logits_profile_predictions_loss: 176.1256 - logcount_predictions_loss: 5.1933 52/2196 [..............................] - ETA: 5:37 - loss: 184.8437 - logits_profile_predictions_loss: 176.0719 - logcount_predictions_loss: 5.1599 53/2196 [..............................] - ETA: 5:37 - loss: 184.7460 - logits_profile_predictions_loss: 176.0289 - logcount_predictions_loss: 5.1277 54/2196 [..............................] - ETA: 5:37 - loss: 184.6364 - logits_profile_predictions_loss: 175.9729 - logcount_predictions_loss: 5.0962 55/2196 [..............................] - ETA: 5:37 - loss: 184.5262 - logits_profile_predictions_loss: 175.9147 - logcount_predictions_loss: 5.0656 56/2196 [..............................] - ETA: 5:36 - loss: 184.4229 - logits_profile_predictions_loss: 175.8618 - logcount_predictions_loss: 5.0359 57/2196 [..............................] - ETA: 5:36 - loss: 184.3073 - logits_profile_predictions_loss: 175.7958 - logcount_predictions_loss: 5.0068 58/2196 [..............................] - ETA: 5:36 - loss: 184.1890 - logits_profile_predictions_loss: 175.7257 - logcount_predictions_loss: 4.9784 59/2196 [..............................] - ETA: 5:36 - loss: 184.0760 - logits_profile_predictions_loss: 175.6594 - logcount_predictions_loss: 4.9509 60/2196 [..............................] - ETA: 5:36 - loss: 183.9749 - logits_profile_predictions_loss: 175.6035 - logcount_predictions_loss: 4.9243 61/2196 [..............................] - ETA: 5:36 - loss: 183.8762 - logits_profile_predictions_loss: 175.5489 - logcount_predictions_loss: 4.8984 62/2196 [..............................] - ETA: 5:35 - loss: 183.7793 - logits_profile_predictions_loss: 175.4948 - logcount_predictions_loss: 4.8733 63/2196 [..............................] - ETA: 5:35 - loss: 183.6786 - logits_profile_predictions_loss: 175.4359 - logcount_predictions_loss: 4.8486 64/2196 [..............................] - ETA: 5:35 - loss: 183.5859 - logits_profile_predictions_loss: 175.3840 - logcount_predictions_loss: 4.8246 65/2196 [..............................] - ETA: 5:35 - loss: 183.4974 - logits_profile_predictions_loss: 175.3352 - logcount_predictions_loss: 4.8013 66/2196 [..............................] - ETA: 5:35 - loss: 183.4038 - logits_profile_predictions_loss: 175.2805 - logcount_predictions_loss: 4.7784 67/2196 [..............................] - ETA: 5:35 - loss: 183.3046 - logits_profile_predictions_loss: 175.2194 - logcount_predictions_loss: 4.7560 68/2196 [..............................] - ETA: 5:34 - loss: 183.2041 - logits_profile_predictions_loss: 175.1562 - logcount_predictions_loss: 4.7341 69/2196 [..............................] - ETA: 5:34 - loss: 183.1017 - logits_profile_predictions_loss: 175.0902 - logcount_predictions_loss: 4.7126 70/2196 [..............................] - ETA: 5:34 - loss: 183.0127 - logits_profile_predictions_loss: 175.0365 - logcount_predictions_loss: 4.6919 71/2196 [..............................] - ETA: 5:34 - loss: 182.9260 - logits_profile_predictions_loss: 174.9843 - logcount_predictions_loss: 4.6716 72/2196 [..............................] - ETA: 5:34 - loss: 182.8435 - logits_profile_predictions_loss: 174.9354 - logcount_predictions_loss: 4.6518 73/2196 [..............................] - ETA: 5:34 - loss: 182.7640 - logits_profile_predictions_loss: 174.8887 - logcount_predictions_loss: 4.6325 74/2196 [>.............................] - ETA: 5:33 - loss: 182.6865 - logits_profile_predictions_loss: 174.8432 - logcount_predictions_loss: 4.6137 75/2196 [>.............................] - ETA: 5:33 - loss: 182.6062 - logits_profile_predictions_loss: 174.7943 - logcount_predictions_loss: 4.5952 76/2196 [>.............................] - ETA: 5:33 - loss: 182.5278 - logits_profile_predictions_loss: 174.7468 - logcount_predictions_loss: 4.5771 77/2196 [>.............................] - ETA: 5:33 - loss: 182.4497 - logits_profile_predictions_loss: 174.6987 - logcount_predictions_loss: 4.5594 78/2196 [>.............................] - ETA: 5:33 - loss: 182.3621 - logits_profile_predictions_loss: 174.6409 - logcount_predictions_loss: 4.5419 79/2196 [>.............................] - ETA: 5:33 - loss: 182.2777 - logits_profile_predictions_loss: 174.5854 - logcount_predictions_loss: 4.5249 80/2196 [>.............................] - ETA: 5:33 - loss: 182.1900 - logits_profile_predictions_loss: 174.5262 - logcount_predictions_loss: 4.5081 81/2196 [>.............................] - ETA: 5:32 - loss: 182.1107 - logits_profile_predictions_loss: 174.4746 - logcount_predictions_loss: 4.4918 82/2196 [>.............................] - ETA: 5:32 - loss: 182.0337 - logits_profile_predictions_loss: 174.4248 - logcount_predictions_loss: 4.4758 83/2196 [>.............................] - ETA: 5:32 - loss: 181.9550 - logits_profile_predictions_loss: 174.3728 - logcount_predictions_loss: 4.4601 84/2196 [>.............................] - ETA: 5:32 - loss: 181.8757 - logits_profile_predictions_loss: 174.3197 - logcount_predictions_loss: 4.4447 85/2196 [>.............................] - ETA: 5:32 - loss: 181.7991 - logits_profile_predictions_loss: 174.2687 - logcount_predictions_loss: 4.4297 86/2196 [>.............................] - ETA: 5:32 - loss: 181.7192 - logits_profile_predictions_loss: 174.2141 - logcount_predictions_loss: 4.4148 87/2196 [>.............................] - ETA: 5:31 - loss: 181.6424 - logits_profile_predictions_loss: 174.1619 - logcount_predictions_loss: 4.4003 88/2196 [>.............................] - ETA: 5:31 - loss: 181.5691 - logits_profile_predictions_loss: 174.1128 - logcount_predictions_loss: 4.3861 89/2196 [>.............................] - ETA: 5:31 - loss: 181.4995 - logits_profile_predictions_loss: 174.0668 - logcount_predictions_loss: 4.3721 90/2196 [>.............................] - ETA: 5:31 - loss: 181.4281 - logits_profile_predictions_loss: 174.0187 - logcount_predictions_loss: 4.3584 91/2196 [>.............................] - ETA: 5:31 - loss: 181.3577 - logits_profile_predictions_loss: 173.9714 - logcount_predictions_loss: 4.3449 92/2196 [>.............................] - ETA: 5:31 - loss: 181.2858 - logits_profile_predictions_loss: 173.9221 - logcount_predictions_loss: 4.3316 93/2196 [>.............................] - ETA: 5:30 - loss: 181.2169 - logits_profile_predictions_loss: 173.8752 - logcount_predictions_loss: 4.3186 94/2196 [>.............................] - ETA: 5:30 - loss: 181.1499 - logits_profile_predictions_loss: 173.8299 - logcount_predictions_loss: 4.3059 95/2196 [>.............................] - ETA: 5:30 - loss: 181.0813 - logits_profile_predictions_loss: 173.7826 - logcount_predictions_loss: 4.2933 96/2196 [>.............................] - ETA: 5:30 - loss: 181.0105 - logits_profile_predictions_loss: 173.7329 - logcount_predictions_loss: 4.2809 97/2196 [>.............................] - ETA: 5:30 - loss: 180.9377 - logits_profile_predictions_loss: 173.6809 - logcount_predictions_loss: 4.2687 98/2196 [>.............................] - ETA: 5:30 - loss: 180.8661 - logits_profile_predictions_loss: 173.6297 - logcount_predictions_loss: 4.2567 99/2196 [>.............................] - ETA: 5:29 - loss: 180.7966 - logits_profile_predictions_loss: 173.5803 - logcount_predictions_loss: 4.2449 100/2196 [>.............................] - ETA: 5:29 - loss: 180.7292 - logits_profile_predictions_loss: 173.5325 - logcount_predictions_loss: 4.2333 101/2196 [>.............................] - ETA: 5:29 - loss: 180.6595 - logits_profile_predictions_loss: 173.4824 - logcount_predictions_loss: 4.2219 102/2196 [>.............................] - ETA: 5:29 - loss: 180.5894 - logits_profile_predictions_loss: 173.4314 - logcount_predictions_loss: 4.2106 103/2196 [>.............................] - ETA: 5:29 - loss: 180.5217 - logits_profile_predictions_loss: 173.3825 - logcount_predictions_loss: 4.1995 104/2196 [>.............................] - ETA: 5:29 - loss: 180.4526 - logits_profile_predictions_loss: 173.3319 - logcount_predictions_loss: 4.1886 105/2196 [>.............................] - ETA: 5:29 - loss: 180.3837 - logits_profile_predictions_loss: 173.2813 - logcount_predictions_loss: 4.1779 106/2196 [>.............................] - ETA: 5:28 - loss: 180.3166 - logits_profile_predictions_loss: 173.2321 - logcount_predictions_loss: 4.1673 107/2196 [>.............................] - ETA: 5:28 - loss: 180.2526 - logits_profile_predictions_loss: 173.1858 - logcount_predictions_loss: 4.1570 108/2196 [>.............................] - ETA: 5:28 - loss: 180.1911 - logits_profile_predictions_loss: 173.1415 - logcount_predictions_loss: 4.1468 109/2196 [>.............................] - ETA: 5:28 - loss: 180.1310 - logits_profile_predictions_loss: 173.0983 - logcount_predictions_loss: 4.1369 110/2196 [>.............................] - ETA: 5:28 - loss: 180.0732 - logits_profile_predictions_loss: 173.0572 - logcount_predictions_loss: 4.1271 111/2196 [>.............................] - ETA: 5:28 - loss: 180.0159 - logits_profile_predictions_loss: 173.0162 - logcount_predictions_loss: 4.1175 112/2196 [>.............................] - ETA: 5:27 - loss: 179.9589 - logits_profile_predictions_loss: 172.9754 - logcount_predictions_loss: 4.1080 113/2196 [>.............................] - ETA: 5:27 - loss: 179.9003 - logits_profile_predictions_loss: 172.9328 - logcount_predictions_loss: 4.0986 114/2196 [>.............................] - ETA: 5:27 - loss: 179.8412 - logits_profile_predictions_loss: 172.8894 - logcount_predictions_loss: 4.0893 115/2196 [>.............................] - ETA: 5:27 - loss: 179.7817 - logits_profile_predictions_loss: 172.8455 - logcount_predictions_loss: 4.0801 116/2196 [>.............................] - ETA: 5:27 - loss: 179.7238 - logits_profile_predictions_loss: 172.8029 - logcount_predictions_loss: 4.0711 117/2196 [>.............................] - ETA: 5:27 - loss: 179.6652 - logits_profile_predictions_loss: 172.7595 - logcount_predictions_loss: 4.0622 118/2196 [>.............................] - ETA: 5:27 - loss: 179.6108 - logits_profile_predictions_loss: 172.7199 - logcount_predictions_loss: 4.0535 119/2196 [>.............................] - ETA: 5:26 - loss: 179.5570 - 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[>.............................] - ETA: 5:25 - loss: 179.2064 - logits_profile_predictions_loss: 172.4268 - logcount_predictions_loss: 3.9880 127/2196 [>.............................] - ETA: 5:25 - loss: 179.1608 - logits_profile_predictions_loss: 172.3942 - logcount_predictions_loss: 3.9804 128/2196 [>.............................] - ETA: 5:25 - loss: 179.1136 - logits_profile_predictions_loss: 172.3599 - logcount_predictions_loss: 3.9728 129/2196 [>.............................] - ETA: 5:25 - loss: 179.0686 - logits_profile_predictions_loss: 172.3274 - logcount_predictions_loss: 3.9654 130/2196 [>.............................] - ETA: 5:25 - loss: 179.0244 - logits_profile_predictions_loss: 172.2957 - logcount_predictions_loss: 3.9580 131/2196 [>.............................] - ETA: 5:24 - loss: 178.9792 - logits_profile_predictions_loss: 172.2628 - logcount_predictions_loss: 3.9508 132/2196 [>.............................] - ETA: 5:24 - loss: 178.9352 - 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logits_profile_predictions_loss: 168.4641 - logcount_predictions_loss: 3.2628 367/2196 [====>.........................] - ETA: 4:49 - loss: 173.9964 - logits_profile_predictions_loss: 168.4518 - logcount_predictions_loss: 3.2615 368/2196 [====>.........................] - ETA: 4:48 - loss: 173.9817 - logits_profile_predictions_loss: 168.4393 - logcount_predictions_loss: 3.2603 369/2196 [====>.........................] - ETA: 4:48 - loss: 173.9671 - logits_profile_predictions_loss: 168.4268 - logcount_predictions_loss: 3.2590 370/2196 [====>.........................] - ETA: 4:48 - loss: 173.9527 - logits_profile_predictions_loss: 168.4145 - logcount_predictions_loss: 3.2577 371/2196 [====>.........................] - ETA: 4:48 - loss: 173.9382 - logits_profile_predictions_loss: 168.4022 - logcount_predictions_loss: 3.2565 372/2196 [====>.........................] - ETA: 4:48 - loss: 173.9238 - logits_profile_predictions_loss: 168.3899 - logcount_predictions_loss: 3.2552 373/2196 [====>.........................] - ETA: 4:48 - loss: 173.9094 - logits_profile_predictions_loss: 168.3777 - logcount_predictions_loss: 3.2540 374/2196 [====>.........................] - ETA: 4:47 - loss: 173.8952 - logits_profile_predictions_loss: 168.3656 - logcount_predictions_loss: 3.2527 375/2196 [====>.........................] - ETA: 4:47 - loss: 173.8810 - logits_profile_predictions_loss: 168.3534 - logcount_predictions_loss: 3.2515 376/2196 [====>.........................] - ETA: 4:47 - loss: 173.8670 - logits_profile_predictions_loss: 168.3416 - logcount_predictions_loss: 3.2503 377/2196 [====>.........................] - ETA: 4:47 - loss: 173.8533 - logits_profile_predictions_loss: 168.3300 - logcount_predictions_loss: 3.2490 378/2196 [====>.........................] - ETA: 4:47 - loss: 173.8395 - logits_profile_predictions_loss: 168.3182 - logcount_predictions_loss: 3.2478 379/2196 [====>.........................] - ETA: 4:47 - loss: 173.8256 - logits_profile_predictions_loss: 168.3063 - logcount_predictions_loss: 3.2466 380/2196 [====>.........................] - ETA: 4:47 - loss: 173.8117 - logits_profile_predictions_loss: 168.2945 - logcount_predictions_loss: 3.2454 381/2196 [====>.........................] - ETA: 4:46 - loss: 173.7979 - logits_profile_predictions_loss: 168.2828 - logcount_predictions_loss: 3.2442 382/2196 [====>.........................] - ETA: 4:46 - loss: 173.7845 - logits_profile_predictions_loss: 168.2714 - logcount_predictions_loss: 3.2430 383/2196 [====>.........................] - ETA: 4:46 - loss: 173.7714 - logits_profile_predictions_loss: 168.2603 - logcount_predictions_loss: 3.2418 384/2196 [====>.........................] - ETA: 4:46 - loss: 173.7582 - logits_profile_predictions_loss: 168.2491 - logcount_predictions_loss: 3.2407 385/2196 [====>.........................] - ETA: 4:46 - loss: 173.7449 - logits_profile_predictions_loss: 168.2378 - logcount_predictions_loss: 3.2395 386/2196 [====>.........................] - ETA: 4:46 - loss: 173.7314 - logits_profile_predictions_loss: 168.2263 - logcount_predictions_loss: 3.2383 387/2196 [====>.........................] - ETA: 4:45 - loss: 173.7181 - logits_profile_predictions_loss: 168.2150 - logcount_predictions_loss: 3.2371 388/2196 [====>.........................] - ETA: 4:45 - loss: 173.7049 - logits_profile_predictions_loss: 168.2037 - logcount_predictions_loss: 3.2360 389/2196 [====>.........................] - ETA: 4:45 - loss: 173.6918 - logits_profile_predictions_loss: 168.1926 - logcount_predictions_loss: 3.2348 390/2196 [====>.........................] - ETA: 4:45 - loss: 173.6789 - logits_profile_predictions_loss: 168.1817 - logcount_predictions_loss: 3.2337 391/2196 [====>.........................] - ETA: 4:45 - loss: 173.6660 - logits_profile_predictions_loss: 168.1707 - logcount_predictions_loss: 3.2325 392/2196 [====>.........................] - ETA: 4:45 - loss: 173.6528 - logits_profile_predictions_loss: 168.1595 - logcount_predictions_loss: 3.2314 393/2196 [====>.........................] - ETA: 4:45 - loss: 173.6395 - logits_profile_predictions_loss: 168.1481 - logcount_predictions_loss: 3.2302 394/2196 [====>.........................] - ETA: 4:44 - loss: 173.6263 - logits_profile_predictions_loss: 168.1368 - logcount_predictions_loss: 3.2291 395/2196 [====>.........................] - ETA: 4:44 - loss: 173.6132 - logits_profile_predictions_loss: 168.1257 - logcount_predictions_loss: 3.2279 396/2196 [====>.........................] - ETA: 4:44 - loss: 173.6001 - logits_profile_predictions_loss: 168.1145 - logcount_predictions_loss: 3.2268 397/2196 [====>.........................] - ETA: 4:44 - loss: 173.5870 - logits_profile_predictions_loss: 168.1033 - logcount_predictions_loss: 3.2257 398/2196 [====>.........................] - ETA: 4:44 - loss: 173.5741 - logits_profile_predictions_loss: 168.0924 - logcount_predictions_loss: 3.2246 399/2196 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[============================>.] - ETA: 0s - loss: 162.4759 - logits_profile_predictions_loss: 159.1585 - logcount_predictions_loss: 1.9514 2195/2196 [============================>.] - ETA: 0s - loss: 162.4727 - logits_profile_predictions_loss: 159.1559 - logcount_predictions_loss: 1.9511 2196/2196 [==============================] - ETA: 0s - loss: 162.4695 - logits_profile_predictions_loss: 159.1533 - logcount_predictions_loss: 1.9507 2196/2196 [==============================] - 375s 167ms/step - loss: 162.4663 - logits_profile_predictions_loss: 159.1507 - logcount_predictions_loss: 1.9504 - val_loss: 155.0870 - val_logits_profile_predictions_loss: 154.0401 - val_logcount_predictions_loss: 0.6158 Epoch 00001: val_loss improved from inf to 155.08699, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 2/50 1/2196 [..............................] - ETA: 8:29 - loss: 160.3655 - 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[..............................] - ETA: 5:43 - loss: 164.1348 - logits_profile_predictions_loss: 163.1615 - logcount_predictions_loss: 0.5725 9/2196 [..............................] - ETA: 5:43 - loss: 164.2464 - logits_profile_predictions_loss: 163.2615 - logcount_predictions_loss: 0.5794 10/2196 [..............................] - ETA: 5:43 - loss: 163.9093 - logits_profile_predictions_loss: 162.9171 - logcount_predictions_loss: 0.5836 11/2196 [..............................] - ETA: 5:43 - loss: 163.6785 - logits_profile_predictions_loss: 162.6805 - logcount_predictions_loss: 0.5871 12/2196 [..............................] - ETA: 5:43 - loss: 163.5904 - logits_profile_predictions_loss: 162.5881 - logcount_predictions_loss: 0.5896 13/2196 [..............................] - ETA: 5:43 - loss: 163.6790 - logits_profile_predictions_loss: 162.6729 - logcount_predictions_loss: 0.5919 14/2196 [..............................] - ETA: 5:42 - loss: 163.5899 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:46 - loss: 151.5950 - logits_profile_predictions_loss: 150.5110 - logcount_predictions_loss: 0.6376 381/2196 [====>.........................] - ETA: 4:46 - loss: 151.5885 - logits_profile_predictions_loss: 150.5046 - logcount_predictions_loss: 0.6376 382/2196 [====>.........................] - ETA: 4:46 - loss: 151.5820 - logits_profile_predictions_loss: 150.4981 - logcount_predictions_loss: 0.6376 383/2196 [====>.........................] - ETA: 4:46 - loss: 151.5755 - logits_profile_predictions_loss: 150.4915 - logcount_predictions_loss: 0.6376 384/2196 [====>.........................] - ETA: 4:46 - loss: 151.5691 - logits_profile_predictions_loss: 150.4851 - logcount_predictions_loss: 0.6376 385/2196 [====>.........................] - ETA: 4:46 - loss: 151.5628 - logits_profile_predictions_loss: 150.4789 - logcount_predictions_loss: 0.6376 386/2196 [====>.........................] - ETA: 4:45 - loss: 151.5567 - 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[====>.........................] - ETA: 4:44 - loss: 151.5126 - logits_profile_predictions_loss: 150.4287 - logcount_predictions_loss: 0.6376 394/2196 [====>.........................] - ETA: 4:44 - loss: 151.5066 - logits_profile_predictions_loss: 150.4228 - logcount_predictions_loss: 0.6375 395/2196 [====>.........................] - ETA: 4:44 - loss: 151.5005 - logits_profile_predictions_loss: 150.4166 - logcount_predictions_loss: 0.6375 396/2196 [====>.........................] - ETA: 4:44 - loss: 151.4943 - logits_profile_predictions_loss: 150.4105 - logcount_predictions_loss: 0.6375 397/2196 [====>.........................] - ETA: 4:44 - loss: 151.4883 - logits_profile_predictions_loss: 150.4045 - logcount_predictions_loss: 0.6375 398/2196 [====>.........................] - ETA: 4:44 - loss: 151.4821 - logits_profile_predictions_loss: 150.3984 - logcount_predictions_loss: 0.6375 399/2196 [====>.........................] - ETA: 4:43 - loss: 151.4761 - 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[====>.........................] - ETA: 4:42 - loss: 151.4343 - logits_profile_predictions_loss: 150.3507 - logcount_predictions_loss: 0.6374 407/2196 [====>.........................] - ETA: 4:42 - loss: 151.4284 - logits_profile_predictions_loss: 150.3447 - logcount_predictions_loss: 0.6374 408/2196 [====>.........................] - ETA: 4:42 - loss: 151.4225 - logits_profile_predictions_loss: 150.3388 - logcount_predictions_loss: 0.6374 409/2196 [====>.........................] - ETA: 4:42 - loss: 151.4164 - logits_profile_predictions_loss: 150.3328 - logcount_predictions_loss: 0.6374 410/2196 [====>.........................] - ETA: 4:42 - loss: 151.4104 - logits_profile_predictions_loss: 150.3269 - logcount_predictions_loss: 0.6374 411/2196 [====>.........................] - ETA: 4:42 - loss: 151.4045 - logits_profile_predictions_loss: 150.3209 - logcount_predictions_loss: 0.6374 412/2196 [====>.........................] - ETA: 4:41 - loss: 151.3987 - 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[====>.........................] - ETA: 4:40 - loss: 151.3587 - logits_profile_predictions_loss: 150.2753 - logcount_predictions_loss: 0.6373 420/2196 [====>.........................] - ETA: 4:40 - loss: 151.3533 - logits_profile_predictions_loss: 150.2699 - logcount_predictions_loss: 0.6373 421/2196 [====>.........................] - ETA: 4:40 - loss: 151.3479 - logits_profile_predictions_loss: 150.2645 - logcount_predictions_loss: 0.6373 422/2196 [====>.........................] - ETA: 4:40 - loss: 151.3426 - logits_profile_predictions_loss: 150.2593 - logcount_predictions_loss: 0.6373 423/2196 [====>.........................] - ETA: 4:40 - loss: 151.3373 - logits_profile_predictions_loss: 150.2540 - logcount_predictions_loss: 0.6373 424/2196 [====>.........................] - ETA: 4:40 - loss: 151.3320 - logits_profile_predictions_loss: 150.2487 - logcount_predictions_loss: 0.6373 425/2196 [====>.........................] - ETA: 4:39 - loss: 151.3268 - logits_profile_predictions_loss: 150.2434 - logcount_predictions_loss: 0.6373 426/2196 [====>.........................] - ETA: 4:39 - loss: 151.3214 - logits_profile_predictions_loss: 150.2381 - logcount_predictions_loss: 0.6372 427/2196 [====>.........................] - ETA: 4:39 - loss: 151.3159 - logits_profile_predictions_loss: 150.2326 - logcount_predictions_loss: 0.6372 428/2196 [====>.........................] - ETA: 4:39 - loss: 151.3103 - logits_profile_predictions_loss: 150.2270 - logcount_predictions_loss: 0.6372 429/2196 [====>.........................] - ETA: 4:39 - loss: 151.3047 - logits_profile_predictions_loss: 150.2214 - logcount_predictions_loss: 0.6372 430/2196 [====>.........................] - ETA: 4:39 - loss: 151.2992 - logits_profile_predictions_loss: 150.2159 - logcount_predictions_loss: 0.6372 431/2196 [====>.........................] - ETA: 4:38 - loss: 151.2937 - logits_profile_predictions_loss: 150.2105 - logcount_predictions_loss: 0.6372 432/2196 [====>.........................] - ETA: 4:38 - loss: 151.2884 - logits_profile_predictions_loss: 150.2051 - logcount_predictions_loss: 0.6372 433/2196 [====>.........................] - ETA: 4:38 - loss: 151.2832 - logits_profile_predictions_loss: 150.2000 - logcount_predictions_loss: 0.6372 434/2196 [====>.........................] - ETA: 4:38 - loss: 151.2781 - logits_profile_predictions_loss: 150.1949 - logcount_predictions_loss: 0.6372 435/2196 [====>.........................] - ETA: 4:38 - loss: 151.2732 - logits_profile_predictions_loss: 150.1899 - logcount_predictions_loss: 0.6372 436/2196 [====>.........................] - ETA: 4:38 - loss: 151.2682 - logits_profile_predictions_loss: 150.1850 - logcount_predictions_loss: 0.6372 437/2196 [====>.........................] - ETA: 4:37 - loss: 151.2632 - logits_profile_predictions_loss: 150.1800 - logcount_predictions_loss: 0.6372 438/2196 [====>.........................] - ETA: 4:37 - loss: 151.2582 - 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logits_profile_predictions_loss: 147.8589 - logcount_predictions_loss: 0.6181 2195/2196 [============================>.] - ETA: 0s - loss: 148.9093 - logits_profile_predictions_loss: 147.8585 - logcount_predictions_loss: 0.6181 2196/2196 [==============================] - ETA: 0s - loss: 148.9089 - logits_profile_predictions_loss: 147.8581 - logcount_predictions_loss: 0.6181 2196/2196 [==============================] - 363s 165ms/step - loss: 148.9085 - logits_profile_predictions_loss: 147.8577 - logcount_predictions_loss: 0.6181 - val_loss: 153.1544 - val_logits_profile_predictions_loss: 152.2530 - val_logcount_predictions_loss: 0.5303 Epoch 00002: val_loss improved from 155.08699 to 153.15439, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 3/50 1/2196 [..............................] - ETA: 7:58 - loss: 163.0156 - logits_profile_predictions_loss: 162.2441 - logcount_predictions_loss: 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[..............................] - ETA: 5:44 - loss: 147.5225 - logits_profile_predictions_loss: 146.6435 - logcount_predictions_loss: 0.5170 16/2196 [..............................] - ETA: 5:44 - loss: 147.3377 - logits_profile_predictions_loss: 146.4545 - logcount_predictions_loss: 0.5196 17/2196 [..............................] - ETA: 5:44 - loss: 147.0498 - logits_profile_predictions_loss: 146.1626 - logcount_predictions_loss: 0.5219 18/2196 [..............................] - ETA: 5:43 - loss: 146.8126 - logits_profile_predictions_loss: 145.9222 - logcount_predictions_loss: 0.5238 19/2196 [..............................] - ETA: 5:43 - loss: 146.5928 - logits_profile_predictions_loss: 145.7002 - logcount_predictions_loss: 0.5251 20/2196 [..............................] - ETA: 5:43 - loss: 146.3475 - logits_profile_predictions_loss: 145.4533 - logcount_predictions_loss: 0.5260 21/2196 [..............................] - ETA: 5:43 - loss: 146.1506 - logits_profile_predictions_loss: 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35/2196 [..............................] - ETA: 5:40 - loss: 145.3919 - logits_profile_predictions_loss: 144.4774 - logcount_predictions_loss: 0.5379 36/2196 [..............................] - ETA: 5:39 - loss: 145.4305 - logits_profile_predictions_loss: 144.5152 - logcount_predictions_loss: 0.5384 37/2196 [..............................] - ETA: 5:39 - loss: 145.5038 - logits_profile_predictions_loss: 144.5879 - logcount_predictions_loss: 0.5388 38/2196 [..............................] - ETA: 5:39 - loss: 145.5871 - logits_profile_predictions_loss: 144.6707 - logcount_predictions_loss: 0.5391 39/2196 [..............................] - ETA: 5:39 - loss: 145.6797 - logits_profile_predictions_loss: 144.7628 - logcount_predictions_loss: 0.5394 40/2196 [..............................] - ETA: 5:39 - loss: 145.7702 - logits_profile_predictions_loss: 144.8528 - logcount_predictions_loss: 0.5396 41/2196 [..............................] - ETA: 5:39 - loss: 145.8679 - 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[============================>.] - ETA: 5s - loss: 147.0099 - logits_profile_predictions_loss: 146.0509 - logcount_predictions_loss: 0.5642 2163/2196 [============================>.] - ETA: 5s - loss: 147.0098 - logits_profile_predictions_loss: 146.0507 - logcount_predictions_loss: 0.5642 2164/2196 [============================>.] - ETA: 5s - loss: 147.0096 - logits_profile_predictions_loss: 146.0506 - logcount_predictions_loss: 0.5641 2165/2196 [============================>.] - ETA: 4s - loss: 147.0095 - logits_profile_predictions_loss: 146.0505 - logcount_predictions_loss: 0.5641 2166/2196 [============================>.] - ETA: 4s - loss: 147.0093 - logits_profile_predictions_loss: 146.0503 - logcount_predictions_loss: 0.5641 2167/2196 [============================>.] - ETA: 4s - loss: 147.0092 - logits_profile_predictions_loss: 146.0502 - logcount_predictions_loss: 0.5641 2168/2196 [============================>.] - ETA: 4s - loss: 147.0090 - logits_profile_predictions_loss: 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2182/2196 [============================>.] - ETA: 2s - loss: 147.0068 - logits_profile_predictions_loss: 146.0479 - logcount_predictions_loss: 0.5641 2183/2196 [============================>.] - ETA: 2s - loss: 147.0067 - logits_profile_predictions_loss: 146.0477 - logcount_predictions_loss: 0.5641 2184/2196 [============================>.] - ETA: 1s - loss: 147.0065 - logits_profile_predictions_loss: 146.0476 - logcount_predictions_loss: 0.5641 2185/2196 [============================>.] - ETA: 1s - loss: 147.0063 - logits_profile_predictions_loss: 146.0474 - logcount_predictions_loss: 0.5641 2186/2196 [============================>.] - ETA: 1s - loss: 147.0062 - logits_profile_predictions_loss: 146.0473 - logcount_predictions_loss: 0.5641 2187/2196 [============================>.] - ETA: 1s - loss: 147.0060 - logits_profile_predictions_loss: 146.0471 - logcount_predictions_loss: 0.5641 2188/2196 [============================>.] - ETA: 1s - loss: 147.0058 - logits_profile_predictions_loss: 146.0469 - logcount_predictions_loss: 0.5641 2189/2196 [============================>.] - ETA: 1s - loss: 147.0056 - logits_profile_predictions_loss: 146.0468 - logcount_predictions_loss: 0.5640 2190/2196 [============================>.] - ETA: 0s - loss: 147.0055 - logits_profile_predictions_loss: 146.0466 - logcount_predictions_loss: 0.5640 2191/2196 [============================>.] - ETA: 0s - loss: 147.0053 - logits_profile_predictions_loss: 146.0465 - logcount_predictions_loss: 0.5640 2192/2196 [============================>.] - ETA: 0s - loss: 147.0051 - logits_profile_predictions_loss: 146.0463 - logcount_predictions_loss: 0.5640 2193/2196 [============================>.] - ETA: 0s - loss: 147.0050 - logits_profile_predictions_loss: 146.0461 - logcount_predictions_loss: 0.5640 2194/2196 [============================>.] - ETA: 0s - loss: 147.0048 - logits_profile_predictions_loss: 146.0460 - logcount_predictions_loss: 0.5640 2195/2196 [============================>.] - ETA: 0s - loss: 147.0046 - logits_profile_predictions_loss: 146.0458 - logcount_predictions_loss: 0.5640 2196/2196 [==============================] - ETA: 0s - loss: 147.0045 - logits_profile_predictions_loss: 146.0457 - logcount_predictions_loss: 0.5640 2196/2196 [==============================] - 362s 165ms/step - loss: 147.0043 - logits_profile_predictions_loss: 146.0455 - logcount_predictions_loss: 0.5640 - val_loss: 151.9018 - val_logits_profile_predictions_loss: 150.9877 - val_logcount_predictions_loss: 0.5377 Epoch 00003: val_loss improved from 153.15439 to 151.90178, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 4/50 1/2196 [..............................] - ETA: 8:41 - loss: 137.2788 - logits_profile_predictions_loss: 136.4897 - logcount_predictions_loss: 0.4642 2/2196 [..............................] - ETA: 5:42 - loss: 146.9984 - logits_profile_predictions_loss: 146.1364 - logcount_predictions_loss: 0.5070 3/2196 [..............................] - ETA: 5:42 - loss: 152.2139 - logits_profile_predictions_loss: 151.3409 - logcount_predictions_loss: 0.5135 4/2196 [..............................] - ETA: 5:42 - loss: 153.4022 - logits_profile_predictions_loss: 152.5005 - logcount_predictions_loss: 0.5304 5/2196 [..............................] - ETA: 5:42 - loss: 153.4838 - logits_profile_predictions_loss: 152.5759 - logcount_predictions_loss: 0.5340 6/2196 [..............................] - ETA: 5:42 - loss: 154.4410 - logits_profile_predictions_loss: 153.5364 - logcount_predictions_loss: 0.5322 7/2196 [..............................] - ETA: 5:42 - loss: 154.9408 - logits_profile_predictions_loss: 154.0359 - logcount_predictions_loss: 0.5323 8/2196 [..............................] - ETA: 5:42 - loss: 155.7856 - logits_profile_predictions_loss: 154.8791 - logcount_predictions_loss: 0.5332 9/2196 [..............................] - ETA: 5:42 - loss: 156.3721 - logits_profile_predictions_loss: 155.4643 - logcount_predictions_loss: 0.5340 10/2196 [..............................] - ETA: 5:42 - loss: 156.7268 - logits_profile_predictions_loss: 155.8162 - logcount_predictions_loss: 0.5357 11/2196 [..............................] - ETA: 5:42 - loss: 157.0752 - logits_profile_predictions_loss: 156.1625 - logcount_predictions_loss: 0.5369 12/2196 [..............................] - ETA: 5:42 - loss: 157.0103 - logits_profile_predictions_loss: 156.0960 - logcount_predictions_loss: 0.5378 13/2196 [..............................] - ETA: 5:41 - loss: 156.9630 - logits_profile_predictions_loss: 156.0493 - logcount_predictions_loss: 0.5374 14/2196 [..............................] - ETA: 5:41 - loss: 156.9690 - logits_profile_predictions_loss: 156.0560 - logcount_predictions_loss: 0.5371 15/2196 [..............................] - ETA: 5:41 - loss: 156.8636 - logits_profile_predictions_loss: 155.9508 - logcount_predictions_loss: 0.5370 16/2196 [..............................] - ETA: 5:41 - loss: 156.6749 - logits_profile_predictions_loss: 155.7614 - logcount_predictions_loss: 0.5373 17/2196 [..............................] - ETA: 5:41 - loss: 156.4907 - logits_profile_predictions_loss: 155.5771 - logcount_predictions_loss: 0.5374 18/2196 [..............................] - ETA: 5:41 - loss: 156.2964 - logits_profile_predictions_loss: 155.3820 - logcount_predictions_loss: 0.5379 19/2196 [..............................] - ETA: 5:41 - loss: 156.2112 - logits_profile_predictions_loss: 155.2954 - logcount_predictions_loss: 0.5388 20/2196 [..............................] - ETA: 5:41 - loss: 156.0711 - logits_profile_predictions_loss: 155.1545 - logcount_predictions_loss: 0.5392 21/2196 [..............................] - ETA: 5:41 - loss: 155.9691 - logits_profile_predictions_loss: 155.0516 - logcount_predictions_loss: 0.5397 22/2196 [..............................] - ETA: 5:40 - loss: 155.8495 - logits_profile_predictions_loss: 154.9312 - logcount_predictions_loss: 0.5402 23/2196 [..............................] - ETA: 5:40 - loss: 155.6502 - logits_profile_predictions_loss: 154.7318 - logcount_predictions_loss: 0.5402 24/2196 [..............................] - ETA: 5:40 - loss: 155.4200 - logits_profile_predictions_loss: 154.5020 - logcount_predictions_loss: 0.5400 25/2196 [..............................] - ETA: 5:40 - loss: 155.2314 - logits_profile_predictions_loss: 154.3136 - logcount_predictions_loss: 0.5399 26/2196 [..............................] - ETA: 5:40 - loss: 155.0778 - logits_profile_predictions_loss: 154.1605 - logcount_predictions_loss: 0.5396 27/2196 [..............................] - ETA: 5:40 - loss: 154.9442 - logits_profile_predictions_loss: 154.0274 - logcount_predictions_loss: 0.5393 28/2196 [..............................] - ETA: 5:40 - loss: 154.8420 - logits_profile_predictions_loss: 153.9251 - logcount_predictions_loss: 0.5393 29/2196 [..............................] - ETA: 5:39 - loss: 154.7211 - logits_profile_predictions_loss: 153.8042 - logcount_predictions_loss: 0.5394 30/2196 [..............................] - ETA: 5:39 - loss: 154.6211 - logits_profile_predictions_loss: 153.7043 - logcount_predictions_loss: 0.5393 31/2196 [..............................] - ETA: 5:39 - loss: 154.5486 - logits_profile_predictions_loss: 153.6322 - logcount_predictions_loss: 0.5390 32/2196 [..............................] - ETA: 5:39 - loss: 154.4611 - logits_profile_predictions_loss: 153.5452 - logcount_predictions_loss: 0.5388 33/2196 [..............................] - ETA: 5:39 - loss: 154.3895 - logits_profile_predictions_loss: 153.4737 - logcount_predictions_loss: 0.5387 34/2196 [..............................] - ETA: 5:39 - loss: 154.3244 - logits_profile_predictions_loss: 153.4086 - logcount_predictions_loss: 0.5387 35/2196 [..............................] - ETA: 5:39 - loss: 154.2414 - logits_profile_predictions_loss: 153.3257 - logcount_predictions_loss: 0.5387 36/2196 [..............................] - ETA: 5:38 - loss: 154.1414 - logits_profile_predictions_loss: 153.2255 - logcount_predictions_loss: 0.5388 37/2196 [..............................] - ETA: 5:38 - loss: 154.0569 - logits_profile_predictions_loss: 153.1409 - logcount_predictions_loss: 0.5388 38/2196 [..............................] - ETA: 5:38 - loss: 153.9651 - logits_profile_predictions_loss: 153.0490 - logcount_predictions_loss: 0.5389 39/2196 [..............................] - ETA: 5:38 - loss: 153.8742 - logits_profile_predictions_loss: 152.9581 - logcount_predictions_loss: 0.5389 40/2196 [..............................] - ETA: 5:38 - loss: 153.7925 - logits_profile_predictions_loss: 152.8764 - logcount_predictions_loss: 0.5389 41/2196 [..............................] - ETA: 5:38 - loss: 153.6988 - logits_profile_predictions_loss: 152.7824 - logcount_predictions_loss: 0.5390 42/2196 [..............................] - ETA: 5:37 - loss: 153.6169 - logits_profile_predictions_loss: 152.7005 - logcount_predictions_loss: 0.5390 43/2196 [..............................] - ETA: 5:37 - loss: 153.5315 - logits_profile_predictions_loss: 152.6151 - logcount_predictions_loss: 0.5391 44/2196 [..............................] - ETA: 5:37 - loss: 153.4434 - logits_profile_predictions_loss: 152.5269 - logcount_predictions_loss: 0.5391 45/2196 [..............................] - ETA: 5:37 - loss: 153.3518 - logits_profile_predictions_loss: 152.4354 - logcount_predictions_loss: 0.5390 46/2196 [..............................] - ETA: 5:37 - loss: 153.2634 - logits_profile_predictions_loss: 152.3472 - logcount_predictions_loss: 0.5389 47/2196 [..............................] - ETA: 5:37 - loss: 153.1894 - logits_profile_predictions_loss: 152.2732 - logcount_predictions_loss: 0.5389 48/2196 [..............................] - ETA: 5:37 - loss: 153.1120 - logits_profile_predictions_loss: 152.1959 - logcount_predictions_loss: 0.5389 49/2196 [..............................] - ETA: 5:37 - loss: 153.0276 - logits_profile_predictions_loss: 152.1115 - logcount_predictions_loss: 0.5389 50/2196 [..............................] - ETA: 5:36 - loss: 152.9570 - logits_profile_predictions_loss: 152.0408 - logcount_predictions_loss: 0.5390 51/2196 [..............................] - ETA: 5:36 - loss: 152.8878 - logits_profile_predictions_loss: 151.9715 - logcount_predictions_loss: 0.5390 52/2196 [..............................] - ETA: 5:36 - loss: 152.8113 - logits_profile_predictions_loss: 151.8949 - logcount_predictions_loss: 0.5391 53/2196 [..............................] - ETA: 5:36 - loss: 152.7437 - logits_profile_predictions_loss: 151.8271 - logcount_predictions_loss: 0.5392 54/2196 [..............................] - ETA: 5:36 - loss: 152.6801 - logits_profile_predictions_loss: 151.7634 - logcount_predictions_loss: 0.5393 55/2196 [..............................] - ETA: 5:36 - loss: 152.6241 - logits_profile_predictions_loss: 151.7071 - logcount_predictions_loss: 0.5394 56/2196 [..............................] - ETA: 5:35 - loss: 152.5725 - logits_profile_predictions_loss: 151.6553 - logcount_predictions_loss: 0.5395 57/2196 [..............................] - ETA: 5:35 - loss: 152.5326 - logits_profile_predictions_loss: 151.6154 - logcount_predictions_loss: 0.5395 58/2196 [..............................] - ETA: 5:35 - loss: 152.4780 - logits_profile_predictions_loss: 151.5608 - logcount_predictions_loss: 0.5395 59/2196 [..............................] - ETA: 5:35 - loss: 152.4172 - logits_profile_predictions_loss: 151.5000 - logcount_predictions_loss: 0.5395 60/2196 [..............................] - ETA: 5:35 - loss: 152.3473 - logits_profile_predictions_loss: 151.4302 - logcount_predictions_loss: 0.5395 61/2196 [..............................] - ETA: 5:35 - loss: 152.2732 - logits_profile_predictions_loss: 151.3562 - logcount_predictions_loss: 0.5394 62/2196 [..............................] - ETA: 5:34 - loss: 152.2019 - logits_profile_predictions_loss: 151.2848 - logcount_predictions_loss: 0.5395 63/2196 [..............................] - ETA: 5:34 - loss: 152.1392 - logits_profile_predictions_loss: 151.2220 - logcount_predictions_loss: 0.5395 64/2196 [..............................] - ETA: 5:34 - loss: 152.0785 - logits_profile_predictions_loss: 151.1613 - logcount_predictions_loss: 0.5396 65/2196 [..............................] - ETA: 5:34 - loss: 152.0243 - logits_profile_predictions_loss: 151.1069 - logcount_predictions_loss: 0.5397 66/2196 [..............................] - ETA: 5:34 - loss: 151.9640 - logits_profile_predictions_loss: 151.0465 - logcount_predictions_loss: 0.5398 67/2196 [..............................] - ETA: 5:34 - loss: 151.9024 - logits_profile_predictions_loss: 150.9846 - logcount_predictions_loss: 0.5399 68/2196 [..............................] - ETA: 5:34 - loss: 151.8467 - logits_profile_predictions_loss: 150.9286 - logcount_predictions_loss: 0.5401 69/2196 [..............................] - ETA: 5:33 - loss: 151.7920 - logits_profile_predictions_loss: 150.8736 - logcount_predictions_loss: 0.5402 70/2196 [..............................] - ETA: 5:33 - loss: 151.7373 - logits_profile_predictions_loss: 150.8187 - logcount_predictions_loss: 0.5404 71/2196 [..............................] - ETA: 5:33 - loss: 151.6802 - logits_profile_predictions_loss: 150.7613 - logcount_predictions_loss: 0.5405 72/2196 [..............................] - ETA: 5:33 - loss: 151.6259 - logits_profile_predictions_loss: 150.7067 - logcount_predictions_loss: 0.5407 73/2196 [..............................] - ETA: 5:33 - loss: 151.5773 - logits_profile_predictions_loss: 150.6577 - logcount_predictions_loss: 0.5410 74/2196 [>.............................] - ETA: 5:33 - loss: 151.5253 - logits_profile_predictions_loss: 150.6053 - logcount_predictions_loss: 0.5412 75/2196 [>.............................] - ETA: 5:32 - loss: 151.4736 - logits_profile_predictions_loss: 150.5532 - logcount_predictions_loss: 0.5414 76/2196 [>.............................] - ETA: 5:32 - loss: 151.4224 - logits_profile_predictions_loss: 150.5016 - logcount_predictions_loss: 0.5417 77/2196 [>.............................] - ETA: 5:32 - loss: 151.3720 - logits_profile_predictions_loss: 150.4509 - logcount_predictions_loss: 0.5419 78/2196 [>.............................] - ETA: 5:32 - loss: 151.3252 - logits_profile_predictions_loss: 150.4037 - logcount_predictions_loss: 0.5420 79/2196 [>.............................] - ETA: 5:32 - loss: 151.2853 - logits_profile_predictions_loss: 150.3636 - logcount_predictions_loss: 0.5422 80/2196 [>.............................] - ETA: 5:32 - loss: 151.2473 - logits_profile_predictions_loss: 150.3254 - logcount_predictions_loss: 0.5423 81/2196 [>.............................] - ETA: 5:32 - loss: 151.2119 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 4:33 - loss: 148.8197 - logits_profile_predictions_loss: 147.9044 - logcount_predictions_loss: 0.5384 460/2196 [=====>........................] - ETA: 4:33 - loss: 148.8153 - logits_profile_predictions_loss: 147.9000 - logcount_predictions_loss: 0.5384 461/2196 [=====>........................] - ETA: 4:33 - loss: 148.8107 - logits_profile_predictions_loss: 147.8955 - logcount_predictions_loss: 0.5384 462/2196 [=====>........................] - ETA: 4:33 - loss: 148.8060 - logits_profile_predictions_loss: 147.8908 - logcount_predictions_loss: 0.5383 463/2196 [=====>........................] - ETA: 4:32 - loss: 148.8012 - logits_profile_predictions_loss: 147.8860 - logcount_predictions_loss: 0.5383 464/2196 [=====>........................] - ETA: 4:32 - loss: 148.7964 - logits_profile_predictions_loss: 147.8813 - logcount_predictions_loss: 0.5383 465/2196 [=====>........................] - ETA: 4:32 - loss: 148.7917 - 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[=====>........................] - ETA: 4:31 - loss: 148.7594 - logits_profile_predictions_loss: 147.8446 - logcount_predictions_loss: 0.5381 473/2196 [=====>........................] - ETA: 4:31 - loss: 148.7548 - logits_profile_predictions_loss: 147.8399 - logcount_predictions_loss: 0.5381 474/2196 [=====>........................] - ETA: 4:31 - loss: 148.7502 - logits_profile_predictions_loss: 147.8354 - logcount_predictions_loss: 0.5381 475/2196 [=====>........................] - ETA: 4:31 - loss: 148.7456 - logits_profile_predictions_loss: 147.8309 - logcount_predictions_loss: 0.5381 476/2196 [=====>........................] - ETA: 4:30 - loss: 148.7413 - logits_profile_predictions_loss: 147.8266 - logcount_predictions_loss: 0.5381 477/2196 [=====>........................] - ETA: 4:30 - loss: 148.7371 - logits_profile_predictions_loss: 147.8224 - logcount_predictions_loss: 0.5380 478/2196 [=====>........................] - ETA: 4:30 - loss: 148.7328 - 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[=====>........................] - ETA: 4:29 - loss: 148.7024 - logits_profile_predictions_loss: 147.7881 - logcount_predictions_loss: 0.5378 486/2196 [=====>........................] - ETA: 4:29 - loss: 148.6980 - logits_profile_predictions_loss: 147.7837 - logcount_predictions_loss: 0.5378 487/2196 [=====>........................] - ETA: 4:29 - loss: 148.6936 - logits_profile_predictions_loss: 147.7794 - logcount_predictions_loss: 0.5378 488/2196 [=====>........................] - ETA: 4:29 - loss: 148.6893 - logits_profile_predictions_loss: 147.7751 - logcount_predictions_loss: 0.5378 489/2196 [=====>........................] - ETA: 4:28 - loss: 148.6848 - logits_profile_predictions_loss: 147.7706 - logcount_predictions_loss: 0.5378 490/2196 [=====>........................] - ETA: 4:28 - loss: 148.6804 - logits_profile_predictions_loss: 147.7663 - logcount_predictions_loss: 0.5377 491/2196 [=====>........................] - ETA: 4:28 - loss: 148.6761 - 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0.7244 3/2196 [..............................] - ETA: 5:59 - loss: 164.3132 - logits_profile_predictions_loss: 163.1344 - logcount_predictions_loss: 0.6934 4/2196 [..............................] - ETA: 5:53 - loss: 160.8012 - logits_profile_predictions_loss: 159.6447 - logcount_predictions_loss: 0.6803 5/2196 [..............................] - ETA: 5:51 - loss: 158.6144 - logits_profile_predictions_loss: 157.4796 - logcount_predictions_loss: 0.6675 6/2196 [..............................] - ETA: 5:48 - loss: 156.8656 - logits_profile_predictions_loss: 155.7538 - logcount_predictions_loss: 0.6540 7/2196 [..............................] - ETA: 5:47 - loss: 155.7998 - logits_profile_predictions_loss: 154.6997 - logcount_predictions_loss: 0.6471 8/2196 [..............................] - ETA: 5:46 - loss: 154.8687 - logits_profile_predictions_loss: 153.7817 - logcount_predictions_loss: 0.6395 9/2196 [..............................] - ETA: 5:46 - loss: 154.2630 - 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[..............................] - ETA: 5:43 - loss: 151.2820 - logits_profile_predictions_loss: 150.2790 - logcount_predictions_loss: 0.5900 17/2196 [..............................] - ETA: 5:43 - loss: 150.9837 - logits_profile_predictions_loss: 149.9866 - logcount_predictions_loss: 0.5865 18/2196 [..............................] - ETA: 5:43 - loss: 150.6931 - logits_profile_predictions_loss: 149.7016 - logcount_predictions_loss: 0.5832 19/2196 [..............................] - ETA: 5:43 - loss: 150.4964 - logits_profile_predictions_loss: 149.5097 - logcount_predictions_loss: 0.5804 20/2196 [..............................] - ETA: 5:43 - loss: 150.3610 - logits_profile_predictions_loss: 149.3783 - logcount_predictions_loss: 0.5781 21/2196 [..............................] - ETA: 5:43 - loss: 150.2134 - logits_profile_predictions_loss: 149.2347 - logcount_predictions_loss: 0.5757 22/2196 [..............................] - ETA: 5:42 - loss: 150.0628 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:37 - loss: 149.7467 - logits_profile_predictions_loss: 148.8277 - logcount_predictions_loss: 0.5406 50/2196 [..............................] - ETA: 5:37 - loss: 149.7157 - logits_profile_predictions_loss: 148.7980 - logcount_predictions_loss: 0.5398 51/2196 [..............................] - ETA: 5:37 - loss: 149.6770 - logits_profile_predictions_loss: 148.7606 - logcount_predictions_loss: 0.5390 52/2196 [..............................] - ETA: 5:37 - loss: 149.6322 - logits_profile_predictions_loss: 148.7171 - logcount_predictions_loss: 0.5383 53/2196 [..............................] - ETA: 5:37 - loss: 149.5862 - logits_profile_predictions_loss: 148.6724 - logcount_predictions_loss: 0.5375 54/2196 [..............................] - ETA: 5:37 - loss: 149.5511 - logits_profile_predictions_loss: 148.6385 - logcount_predictions_loss: 0.5368 55/2196 [..............................] - ETA: 5:36 - loss: 149.5284 - logits_profile_predictions_loss: 148.6171 - logcount_predictions_loss: 0.5360 56/2196 [..............................] - ETA: 5:36 - loss: 149.4960 - logits_profile_predictions_loss: 148.5859 - logcount_predictions_loss: 0.5353 57/2196 [..............................] - ETA: 5:36 - loss: 149.4602 - logits_profile_predictions_loss: 148.5513 - logcount_predictions_loss: 0.5346 58/2196 [..............................] - ETA: 5:36 - loss: 149.4242 - logits_profile_predictions_loss: 148.5164 - logcount_predictions_loss: 0.5340 59/2196 [..............................] - ETA: 5:36 - loss: 149.3831 - logits_profile_predictions_loss: 148.4764 - logcount_predictions_loss: 0.5333 60/2196 [..............................] - ETA: 5:36 - loss: 149.3413 - logits_profile_predictions_loss: 148.4358 - logcount_predictions_loss: 0.5327 61/2196 [..............................] - ETA: 5:35 - loss: 149.2928 - logits_profile_predictions_loss: 148.3884 - logcount_predictions_loss: 0.5320 62/2196 [..............................] - ETA: 5:35 - 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[===>..........................] - ETA: 4:54 - loss: 145.6335 - logits_profile_predictions_loss: 144.7903 - logcount_predictions_loss: 0.4960 324/2196 [===>..........................] - ETA: 4:54 - loss: 145.6301 - logits_profile_predictions_loss: 144.7869 - logcount_predictions_loss: 0.4960 325/2196 [===>..........................] - ETA: 4:54 - loss: 145.6268 - logits_profile_predictions_loss: 144.7837 - logcount_predictions_loss: 0.4959 326/2196 [===>..........................] - ETA: 4:54 - loss: 145.6233 - logits_profile_predictions_loss: 144.7802 - logcount_predictions_loss: 0.4959 327/2196 [===>..........................] - ETA: 4:54 - loss: 145.6202 - logits_profile_predictions_loss: 144.7771 - logcount_predictions_loss: 0.4959 328/2196 [===>..........................] - ETA: 4:53 - loss: 145.6172 - logits_profile_predictions_loss: 144.7742 - logcount_predictions_loss: 0.4959 329/2196 [===>..........................] - ETA: 4:53 - loss: 145.6140 - 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[====>.........................] - ETA: 4:46 - loss: 145.5125 - logits_profile_predictions_loss: 144.6713 - logcount_predictions_loss: 0.4948 376/2196 [====>.........................] - ETA: 4:46 - loss: 145.5108 - logits_profile_predictions_loss: 144.6696 - logcount_predictions_loss: 0.4948 377/2196 [====>.........................] - ETA: 4:46 - loss: 145.5090 - logits_profile_predictions_loss: 144.6679 - logcount_predictions_loss: 0.4948 378/2196 [====>.........................] - ETA: 4:46 - loss: 145.5072 - logits_profile_predictions_loss: 144.6661 - logcount_predictions_loss: 0.4947 379/2196 [====>.........................] - ETA: 4:45 - loss: 145.5055 - logits_profile_predictions_loss: 144.6645 - logcount_predictions_loss: 0.4947 380/2196 [====>.........................] - ETA: 4:45 - loss: 145.5038 - logits_profile_predictions_loss: 144.6628 - logcount_predictions_loss: 0.4947 381/2196 [====>.........................] - ETA: 4:45 - loss: 145.5019 - logits_profile_predictions_loss: 144.6610 - logcount_predictions_loss: 0.4947 382/2196 [====>.........................] - ETA: 4:45 - loss: 145.5002 - logits_profile_predictions_loss: 144.6593 - logcount_predictions_loss: 0.4946 383/2196 [====>.........................] - ETA: 4:45 - loss: 145.4985 - logits_profile_predictions_loss: 144.6577 - logcount_predictions_loss: 0.4946 384/2196 [====>.........................] - ETA: 4:45 - loss: 145.4969 - logits_profile_predictions_loss: 144.6561 - logcount_predictions_loss: 0.4946 385/2196 [====>.........................] - ETA: 4:45 - loss: 145.4952 - logits_profile_predictions_loss: 144.6544 - logcount_predictions_loss: 0.4946 386/2196 [====>.........................] - ETA: 4:44 - loss: 145.4935 - logits_profile_predictions_loss: 144.6528 - logcount_predictions_loss: 0.4945 387/2196 [====>.........................] - ETA: 4:44 - loss: 145.4921 - logits_profile_predictions_loss: 144.6514 - logcount_predictions_loss: 0.4945 388/2196 [====>.........................] - ETA: 4:44 - loss: 145.4903 - logits_profile_predictions_loss: 144.6496 - logcount_predictions_loss: 0.4945 389/2196 [====>.........................] - ETA: 4:44 - loss: 145.4885 - logits_profile_predictions_loss: 144.6478 - logcount_predictions_loss: 0.4945 390/2196 [====>.........................] - ETA: 4:44 - loss: 145.4866 - logits_profile_predictions_loss: 144.6460 - logcount_predictions_loss: 0.4944 391/2196 [====>.........................] - ETA: 4:44 - loss: 145.4846 - logits_profile_predictions_loss: 144.6440 - logcount_predictions_loss: 0.4944 392/2196 [====>.........................] - ETA: 4:43 - loss: 145.4824 - logits_profile_predictions_loss: 144.6419 - logcount_predictions_loss: 0.4944 393/2196 [====>.........................] - ETA: 4:43 - loss: 145.4803 - logits_profile_predictions_loss: 144.6398 - logcount_predictions_loss: 0.4944 394/2196 [====>.........................] - ETA: 4:43 - loss: 145.4782 - logits_profile_predictions_loss: 144.6377 - logcount_predictions_loss: 0.4944 395/2196 [====>.........................] - ETA: 4:43 - loss: 145.4762 - logits_profile_predictions_loss: 144.6358 - logcount_predictions_loss: 0.4944 396/2196 [====>.........................] - ETA: 4:43 - loss: 145.4742 - logits_profile_predictions_loss: 144.6337 - logcount_predictions_loss: 0.4943 397/2196 [====>.........................] - ETA: 4:43 - loss: 145.4721 - logits_profile_predictions_loss: 144.6316 - logcount_predictions_loss: 0.4943 398/2196 [====>.........................] - ETA: 4:43 - loss: 145.4699 - logits_profile_predictions_loss: 144.6295 - logcount_predictions_loss: 0.4943 399/2196 [====>.........................] - ETA: 4:42 - loss: 145.4678 - logits_profile_predictions_loss: 144.6274 - logcount_predictions_loss: 0.4943 400/2196 [====>.........................] - ETA: 4:42 - loss: 145.4658 - logits_profile_predictions_loss: 144.6255 - logcount_predictions_loss: 0.4943 401/2196 [====>.........................] - ETA: 4:42 - loss: 145.4641 - logits_profile_predictions_loss: 144.6237 - logcount_predictions_loss: 0.4943 402/2196 [====>.........................] - ETA: 4:42 - loss: 145.4625 - logits_profile_predictions_loss: 144.6222 - logcount_predictions_loss: 0.4943 403/2196 [====>.........................] - ETA: 4:42 - loss: 145.4610 - logits_profile_predictions_loss: 144.6207 - logcount_predictions_loss: 0.4943 404/2196 [====>.........................] - ETA: 4:42 - loss: 145.4594 - logits_profile_predictions_loss: 144.6192 - logcount_predictions_loss: 0.4942 405/2196 [====>.........................] - ETA: 4:41 - loss: 145.4579 - logits_profile_predictions_loss: 144.6176 - logcount_predictions_loss: 0.4942 406/2196 [====>.........................] - ETA: 4:41 - loss: 145.4562 - logits_profile_predictions_loss: 144.6160 - logcount_predictions_loss: 0.4942 407/2196 [====>.........................] - ETA: 4:41 - loss: 145.4546 - 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[====>.........................] - ETA: 4:38 - loss: 145.4242 - logits_profile_predictions_loss: 144.5845 - logcount_predictions_loss: 0.4939 428/2196 [====>.........................] - ETA: 4:38 - loss: 145.4229 - logits_profile_predictions_loss: 144.5832 - logcount_predictions_loss: 0.4939 429/2196 [====>.........................] - ETA: 4:38 - loss: 145.4217 - logits_profile_predictions_loss: 144.5820 - logcount_predictions_loss: 0.4939 430/2196 [====>.........................] - ETA: 4:38 - loss: 145.4205 - logits_profile_predictions_loss: 144.5809 - logcount_predictions_loss: 0.4939 431/2196 [====>.........................] - ETA: 4:37 - loss: 145.4193 - logits_profile_predictions_loss: 144.5797 - logcount_predictions_loss: 0.4939 432/2196 [====>.........................] - ETA: 4:37 - loss: 145.4179 - logits_profile_predictions_loss: 144.5783 - logcount_predictions_loss: 0.4939 433/2196 [====>.........................] - ETA: 4:37 - loss: 145.4164 - 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[=====>........................] - ETA: 4:36 - loss: 145.4057 - logits_profile_predictions_loss: 144.5662 - logcount_predictions_loss: 0.4938 441/2196 [=====>........................] - ETA: 4:36 - loss: 145.4043 - logits_profile_predictions_loss: 144.5648 - logcount_predictions_loss: 0.4938 442/2196 [=====>........................] - ETA: 4:36 - loss: 145.4028 - logits_profile_predictions_loss: 144.5633 - logcount_predictions_loss: 0.4938 443/2196 [=====>........................] - ETA: 4:35 - loss: 145.4014 - logits_profile_predictions_loss: 144.5619 - logcount_predictions_loss: 0.4938 444/2196 [=====>........................] - ETA: 4:35 - loss: 145.4001 - logits_profile_predictions_loss: 144.5606 - logcount_predictions_loss: 0.4938 445/2196 [=====>........................] - ETA: 4:35 - loss: 145.3988 - logits_profile_predictions_loss: 144.5593 - logcount_predictions_loss: 0.4938 446/2196 [=====>........................] - ETA: 4:35 - loss: 145.3976 - 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[=====>........................] - ETA: 4:34 - loss: 145.3901 - logits_profile_predictions_loss: 144.5507 - logcount_predictions_loss: 0.4938 454/2196 [=====>........................] - ETA: 4:34 - loss: 145.3890 - logits_profile_predictions_loss: 144.5496 - logcount_predictions_loss: 0.4937 455/2196 [=====>........................] - ETA: 4:34 - loss: 145.3880 - logits_profile_predictions_loss: 144.5486 - logcount_predictions_loss: 0.4937 456/2196 [=====>........................] - ETA: 4:33 - loss: 145.3872 - logits_profile_predictions_loss: 144.5478 - logcount_predictions_loss: 0.4937 457/2196 [=====>........................] - ETA: 4:33 - loss: 145.3864 - logits_profile_predictions_loss: 144.5470 - logcount_predictions_loss: 0.4937 458/2196 [=====>........................] - ETA: 4:33 - loss: 145.3855 - logits_profile_predictions_loss: 144.5461 - logcount_predictions_loss: 0.4937 459/2196 [=====>........................] - ETA: 4:33 - loss: 145.3845 - 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[=====>........................] - ETA: 4:32 - loss: 145.3781 - logits_profile_predictions_loss: 144.5388 - logcount_predictions_loss: 0.4937 467/2196 [=====>........................] - ETA: 4:32 - loss: 145.3774 - logits_profile_predictions_loss: 144.5381 - logcount_predictions_loss: 0.4937 468/2196 [=====>........................] - ETA: 4:32 - loss: 145.3767 - logits_profile_predictions_loss: 144.5374 - logcount_predictions_loss: 0.4937 469/2196 [=====>........................] - ETA: 4:31 - loss: 145.3760 - logits_profile_predictions_loss: 144.5367 - logcount_predictions_loss: 0.4936 470/2196 [=====>........................] - ETA: 4:31 - loss: 145.3753 - logits_profile_predictions_loss: 144.5360 - logcount_predictions_loss: 0.4936 471/2196 [=====>........................] - ETA: 4:31 - loss: 145.3746 - logits_profile_predictions_loss: 144.5353 - logcount_predictions_loss: 0.4936 472/2196 [=====>........................] - ETA: 4:31 - loss: 145.3740 - 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[=====>........................] - ETA: 4:30 - loss: 145.3694 - logits_profile_predictions_loss: 144.5303 - logcount_predictions_loss: 0.4936 480/2196 [=====>........................] - ETA: 4:30 - loss: 145.3687 - logits_profile_predictions_loss: 144.5295 - logcount_predictions_loss: 0.4936 481/2196 [=====>........................] - ETA: 4:30 - loss: 145.3680 - logits_profile_predictions_loss: 144.5289 - logcount_predictions_loss: 0.4936 482/2196 [=====>........................] - ETA: 4:29 - loss: 145.3674 - logits_profile_predictions_loss: 144.5282 - logcount_predictions_loss: 0.4936 483/2196 [=====>........................] - ETA: 4:29 - loss: 145.3666 - logits_profile_predictions_loss: 144.5274 - logcount_predictions_loss: 0.4936 484/2196 [=====>........................] - ETA: 4:29 - loss: 145.3658 - logits_profile_predictions_loss: 144.5266 - logcount_predictions_loss: 0.4936 485/2196 [=====>........................] - ETA: 4:29 - loss: 145.3649 - 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[==============================] - ETA: 0s - loss: 144.7257 - logits_profile_predictions_loss: 143.8854 - logcount_predictions_loss: 0.4943 2196/2196 [==============================] - 362s 165ms/step - loss: 144.7257 - logits_profile_predictions_loss: 143.8854 - logcount_predictions_loss: 0.4943 - val_loss: 151.4252 - val_logits_profile_predictions_loss: 150.6335 - val_logcount_predictions_loss: 0.4658 Epoch 00005: val_loss improved from 151.64990 to 151.42525, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 6/50 1/2196 [..............................] - ETA: 7:54 - loss: 160.9541 - logits_profile_predictions_loss: 160.0940 - logcount_predictions_loss: 0.5059 2/2196 [..............................] - ETA: 5:46 - loss: 153.4202 - logits_profile_predictions_loss: 152.5754 - logcount_predictions_loss: 0.4970 3/2196 [..............................] - ETA: 5:44 - loss: 152.3849 - 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logits_profile_predictions_loss: 143.8627 - logcount_predictions_loss: 0.4807 324/2196 [===>..........................] - ETA: 4:54 - loss: 144.6762 - logits_profile_predictions_loss: 143.8590 - logcount_predictions_loss: 0.4807 325/2196 [===>..........................] - ETA: 4:54 - loss: 144.6726 - logits_profile_predictions_loss: 143.8554 - logcount_predictions_loss: 0.4807 326/2196 [===>..........................] - ETA: 4:54 - loss: 144.6694 - logits_profile_predictions_loss: 143.8522 - logcount_predictions_loss: 0.4807 327/2196 [===>..........................] - ETA: 4:53 - loss: 144.6663 - logits_profile_predictions_loss: 143.8492 - logcount_predictions_loss: 0.4806 328/2196 [===>..........................] - ETA: 4:53 - loss: 144.6633 - logits_profile_predictions_loss: 143.8462 - logcount_predictions_loss: 0.4806 329/2196 [===>..........................] - ETA: 4:53 - loss: 144.6600 - logits_profile_predictions_loss: 143.8430 - logcount_predictions_loss: 0.4806 330/2196 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logits_profile_predictions_loss: 143.7766 - logcount_predictions_loss: 0.4802 350/2196 [===>..........................] - ETA: 4:50 - loss: 144.5903 - logits_profile_predictions_loss: 143.7739 - logcount_predictions_loss: 0.4802 351/2196 [===>..........................] - ETA: 4:50 - loss: 144.5878 - logits_profile_predictions_loss: 143.7714 - logcount_predictions_loss: 0.4802 352/2196 [===>..........................] - ETA: 4:50 - loss: 144.5853 - logits_profile_predictions_loss: 143.7690 - logcount_predictions_loss: 0.4802 353/2196 [===>..........................] - ETA: 4:49 - loss: 144.5832 - logits_profile_predictions_loss: 143.7668 - logcount_predictions_loss: 0.4802 354/2196 [===>..........................] - ETA: 4:49 - loss: 144.5810 - logits_profile_predictions_loss: 143.7646 - logcount_predictions_loss: 0.4802 355/2196 [===>..........................] - ETA: 4:49 - loss: 144.5785 - logits_profile_predictions_loss: 143.7621 - logcount_predictions_loss: 0.4802 356/2196 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[====>.........................] - ETA: 4:47 - loss: 144.5497 - logits_profile_predictions_loss: 143.7335 - logcount_predictions_loss: 0.4801 370/2196 [====>.........................] - ETA: 4:47 - loss: 144.5476 - logits_profile_predictions_loss: 143.7314 - logcount_predictions_loss: 0.4801 371/2196 [====>.........................] - ETA: 4:47 - loss: 144.5456 - logits_profile_predictions_loss: 143.7294 - logcount_predictions_loss: 0.4801 372/2196 [====>.........................] - ETA: 4:46 - loss: 144.5436 - logits_profile_predictions_loss: 143.7274 - logcount_predictions_loss: 0.4801 373/2196 [====>.........................] - ETA: 4:46 - loss: 144.5416 - logits_profile_predictions_loss: 143.7254 - logcount_predictions_loss: 0.4801 374/2196 [====>.........................] - ETA: 4:46 - loss: 144.5396 - logits_profile_predictions_loss: 143.7234 - logcount_predictions_loss: 0.4801 375/2196 [====>.........................] - ETA: 4:46 - loss: 144.5376 - logits_profile_predictions_loss: 143.7214 - logcount_predictions_loss: 0.4801 376/2196 [====>.........................] - ETA: 4:46 - loss: 144.5355 - logits_profile_predictions_loss: 143.7193 - logcount_predictions_loss: 0.4801 377/2196 [====>.........................] - ETA: 4:46 - loss: 144.5334 - logits_profile_predictions_loss: 143.7172 - logcount_predictions_loss: 0.4801 378/2196 [====>.........................] - ETA: 4:46 - loss: 144.5314 - logits_profile_predictions_loss: 143.7153 - logcount_predictions_loss: 0.4801 379/2196 [====>.........................] - ETA: 4:45 - loss: 144.5297 - logits_profile_predictions_loss: 143.7135 - logcount_predictions_loss: 0.4801 380/2196 [====>.........................] - ETA: 4:45 - loss: 144.5280 - logits_profile_predictions_loss: 143.7119 - logcount_predictions_loss: 0.4801 381/2196 [====>.........................] - ETA: 4:45 - loss: 144.5267 - logits_profile_predictions_loss: 143.7106 - logcount_predictions_loss: 0.4801 382/2196 [====>.........................] - ETA: 4:45 - loss: 144.5255 - logits_profile_predictions_loss: 143.7094 - logcount_predictions_loss: 0.4800 383/2196 [====>.........................] - ETA: 4:45 - loss: 144.5244 - logits_profile_predictions_loss: 143.7083 - logcount_predictions_loss: 0.4800 384/2196 [====>.........................] - ETA: 4:45 - loss: 144.5231 - logits_profile_predictions_loss: 143.7070 - logcount_predictions_loss: 0.4800 385/2196 [====>.........................] - ETA: 4:44 - loss: 144.5217 - logits_profile_predictions_loss: 143.7056 - logcount_predictions_loss: 0.4800 386/2196 [====>.........................] - ETA: 4:44 - loss: 144.5203 - logits_profile_predictions_loss: 143.7042 - logcount_predictions_loss: 0.4800 387/2196 [====>.........................] - ETA: 4:44 - loss: 144.5187 - logits_profile_predictions_loss: 143.7026 - logcount_predictions_loss: 0.4800 388/2196 [====>.........................] - ETA: 4:44 - loss: 144.5176 - logits_profile_predictions_loss: 143.7015 - logcount_predictions_loss: 0.4800 389/2196 [====>.........................] - ETA: 4:44 - loss: 144.5166 - logits_profile_predictions_loss: 143.7005 - logcount_predictions_loss: 0.4800 390/2196 [====>.........................] - ETA: 4:44 - loss: 144.5157 - logits_profile_predictions_loss: 143.6996 - logcount_predictions_loss: 0.4800 391/2196 [====>.........................] - ETA: 4:43 - loss: 144.5146 - logits_profile_predictions_loss: 143.6986 - logcount_predictions_loss: 0.4800 392/2196 [====>.........................] - ETA: 4:43 - loss: 144.5136 - logits_profile_predictions_loss: 143.6975 - logcount_predictions_loss: 0.4800 393/2196 [====>.........................] - ETA: 4:43 - loss: 144.5126 - logits_profile_predictions_loss: 143.6965 - logcount_predictions_loss: 0.4800 394/2196 [====>.........................] - ETA: 4:43 - loss: 144.5117 - logits_profile_predictions_loss: 143.6956 - logcount_predictions_loss: 0.4800 395/2196 [====>.........................] - ETA: 4:43 - loss: 144.5106 - logits_profile_predictions_loss: 143.6945 - logcount_predictions_loss: 0.4801 396/2196 [====>.........................] - ETA: 4:43 - loss: 144.5093 - logits_profile_predictions_loss: 143.6932 - logcount_predictions_loss: 0.4801 397/2196 [====>.........................] - ETA: 4:43 - loss: 144.5081 - logits_profile_predictions_loss: 143.6920 - logcount_predictions_loss: 0.4801 398/2196 [====>.........................] - ETA: 4:42 - loss: 144.5068 - logits_profile_predictions_loss: 143.6907 - logcount_predictions_loss: 0.4801 399/2196 [====>.........................] - ETA: 4:42 - loss: 144.5054 - logits_profile_predictions_loss: 143.6893 - logcount_predictions_loss: 0.4801 400/2196 [====>.........................] - ETA: 4:42 - loss: 144.5040 - logits_profile_predictions_loss: 143.6879 - logcount_predictions_loss: 0.4800 401/2196 [====>.........................] - ETA: 4:42 - loss: 144.5027 - logits_profile_predictions_loss: 143.6866 - logcount_predictions_loss: 0.4800 402/2196 [====>.........................] - ETA: 4:42 - loss: 144.5015 - logits_profile_predictions_loss: 143.6854 - logcount_predictions_loss: 0.4800 403/2196 [====>.........................] - ETA: 4:42 - loss: 144.5002 - logits_profile_predictions_loss: 143.6841 - logcount_predictions_loss: 0.4800 404/2196 [====>.........................] - ETA: 4:41 - loss: 144.4989 - logits_profile_predictions_loss: 143.6828 - logcount_predictions_loss: 0.4800 405/2196 [====>.........................] - ETA: 4:41 - loss: 144.4976 - logits_profile_predictions_loss: 143.6815 - logcount_predictions_loss: 0.4800 406/2196 [====>.........................] - ETA: 4:41 - loss: 144.4964 - logits_profile_predictions_loss: 143.6803 - logcount_predictions_loss: 0.4800 407/2196 [====>.........................] - ETA: 4:41 - loss: 144.4952 - logits_profile_predictions_loss: 143.6791 - logcount_predictions_loss: 0.4800 408/2196 [====>.........................] - ETA: 4:41 - loss: 144.4941 - logits_profile_predictions_loss: 143.6780 - logcount_predictions_loss: 0.4800 409/2196 [====>.........................] - ETA: 4:41 - loss: 144.4933 - logits_profile_predictions_loss: 143.6772 - logcount_predictions_loss: 0.4800 410/2196 [====>.........................] - ETA: 4:41 - loss: 144.4927 - logits_profile_predictions_loss: 143.6766 - logcount_predictions_loss: 0.4800 411/2196 [====>.........................] - ETA: 4:40 - loss: 144.4921 - logits_profile_predictions_loss: 143.6761 - logcount_predictions_loss: 0.4800 412/2196 [====>.........................] - ETA: 4:40 - loss: 144.4915 - logits_profile_predictions_loss: 143.6754 - logcount_predictions_loss: 0.4800 413/2196 [====>.........................] - ETA: 4:40 - loss: 144.4909 - logits_profile_predictions_loss: 143.6748 - logcount_predictions_loss: 0.4800 414/2196 [====>.........................] - ETA: 4:40 - loss: 144.4903 - logits_profile_predictions_loss: 143.6742 - logcount_predictions_loss: 0.4800 415/2196 [====>.........................] - ETA: 4:40 - loss: 144.4894 - logits_profile_predictions_loss: 143.6734 - logcount_predictions_loss: 0.4800 416/2196 [====>.........................] - ETA: 4:40 - loss: 144.4886 - logits_profile_predictions_loss: 143.6726 - logcount_predictions_loss: 0.4800 417/2196 [====>.........................] - ETA: 4:39 - loss: 144.4879 - logits_profile_predictions_loss: 143.6718 - logcount_predictions_loss: 0.4800 418/2196 [====>.........................] - ETA: 4:39 - loss: 144.4871 - logits_profile_predictions_loss: 143.6710 - logcount_predictions_loss: 0.4800 419/2196 [====>.........................] - ETA: 4:39 - loss: 144.4864 - logits_profile_predictions_loss: 143.6703 - logcount_predictions_loss: 0.4800 420/2196 [====>.........................] - ETA: 4:39 - loss: 144.4854 - logits_profile_predictions_loss: 143.6693 - logcount_predictions_loss: 0.4800 421/2196 [====>.........................] - ETA: 4:39 - loss: 144.4845 - logits_profile_predictions_loss: 143.6684 - logcount_predictions_loss: 0.4800 422/2196 [====>.........................] - ETA: 4:39 - loss: 144.4835 - logits_profile_predictions_loss: 143.6674 - logcount_predictions_loss: 0.4800 423/2196 [====>.........................] - ETA: 4:38 - loss: 144.4825 - logits_profile_predictions_loss: 143.6664 - logcount_predictions_loss: 0.4800 424/2196 [====>.........................] - ETA: 4:38 - loss: 144.4813 - logits_profile_predictions_loss: 143.6653 - logcount_predictions_loss: 0.4800 425/2196 [====>.........................] - ETA: 4:38 - loss: 144.4801 - logits_profile_predictions_loss: 143.6641 - logcount_predictions_loss: 0.4800 426/2196 [====>.........................] - ETA: 4:38 - loss: 144.4789 - logits_profile_predictions_loss: 143.6629 - logcount_predictions_loss: 0.4800 427/2196 [====>.........................] - ETA: 4:38 - loss: 144.4776 - logits_profile_predictions_loss: 143.6615 - logcount_predictions_loss: 0.4800 428/2196 [====>.........................] - ETA: 4:38 - loss: 144.4762 - logits_profile_predictions_loss: 143.6602 - logcount_predictions_loss: 0.4800 429/2196 [====>.........................] - ETA: 4:38 - loss: 144.4747 - logits_profile_predictions_loss: 143.6586 - logcount_predictions_loss: 0.4800 430/2196 [====>.........................] - ETA: 4:37 - loss: 144.4733 - logits_profile_predictions_loss: 143.6572 - logcount_predictions_loss: 0.4800 431/2196 [====>.........................] - ETA: 4:37 - loss: 144.4718 - logits_profile_predictions_loss: 143.6558 - logcount_predictions_loss: 0.4800 432/2196 [====>.........................] - ETA: 4:37 - loss: 144.4704 - logits_profile_predictions_loss: 143.6544 - logcount_predictions_loss: 0.4800 433/2196 [====>.........................] - ETA: 4:37 - loss: 144.4690 - logits_profile_predictions_loss: 143.6530 - logcount_predictions_loss: 0.4800 434/2196 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[=====>........................] - ETA: 4:29 - loss: 144.3972 - logits_profile_predictions_loss: 143.5816 - logcount_predictions_loss: 0.4798 487/2196 [=====>........................] - ETA: 4:29 - loss: 144.3963 - logits_profile_predictions_loss: 143.5807 - logcount_predictions_loss: 0.4798 488/2196 [=====>........................] - ETA: 4:28 - loss: 144.3954 - logits_profile_predictions_loss: 143.5798 - logcount_predictions_loss: 0.4798 489/2196 [=====>........................] - ETA: 4:28 - loss: 144.3945 - logits_profile_predictions_loss: 143.5789 - logcount_predictions_loss: 0.4798 490/2196 [=====>........................] - ETA: 4:28 - loss: 144.3935 - logits_profile_predictions_loss: 143.5779 - logcount_predictions_loss: 0.4798 491/2196 [=====>........................] - ETA: 4:28 - loss: 144.3924 - logits_profile_predictions_loss: 143.5768 - logcount_predictions_loss: 0.4798 492/2196 [=====>........................] - ETA: 4:28 - loss: 144.3914 - 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[=====>........................] - ETA: 4:27 - loss: 144.3849 - logits_profile_predictions_loss: 143.5693 - logcount_predictions_loss: 0.4798 500/2196 [=====>........................] - ETA: 4:27 - loss: 144.3840 - logits_profile_predictions_loss: 143.5684 - logcount_predictions_loss: 0.4798 501/2196 [=====>........................] - ETA: 4:26 - loss: 144.3831 - logits_profile_predictions_loss: 143.5674 - logcount_predictions_loss: 0.4798 502/2196 [=====>........................] - ETA: 4:26 - loss: 144.3820 - logits_profile_predictions_loss: 143.5664 - logcount_predictions_loss: 0.4798 503/2196 [=====>........................] - ETA: 4:26 - loss: 144.3811 - logits_profile_predictions_loss: 143.5655 - logcount_predictions_loss: 0.4798 504/2196 [=====>........................] - ETA: 4:26 - loss: 144.3802 - logits_profile_predictions_loss: 143.5646 - logcount_predictions_loss: 0.4798 505/2196 [=====>........................] - ETA: 4:26 - loss: 144.3793 - 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[=====>........................] - ETA: 4:25 - loss: 144.3735 - logits_profile_predictions_loss: 143.5579 - logcount_predictions_loss: 0.4798 513/2196 [======>.......................] - ETA: 4:25 - loss: 144.3726 - logits_profile_predictions_loss: 143.5570 - logcount_predictions_loss: 0.4798 514/2196 [======>.......................] - ETA: 4:24 - loss: 144.3716 - logits_profile_predictions_loss: 143.5560 - logcount_predictions_loss: 0.4798 515/2196 [======>.......................] - ETA: 4:24 - loss: 144.3705 - logits_profile_predictions_loss: 143.5549 - logcount_predictions_loss: 0.4798 516/2196 [======>.......................] - ETA: 4:24 - loss: 144.3694 - logits_profile_predictions_loss: 143.5538 - logcount_predictions_loss: 0.4798 517/2196 [======>.......................] - ETA: 4:24 - loss: 144.3684 - logits_profile_predictions_loss: 143.5527 - logcount_predictions_loss: 0.4798 518/2196 [======>.......................] - ETA: 4:24 - loss: 144.3673 - 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[============================>.] - ETA: 11s - loss: 143.9629 - logits_profile_predictions_loss: 143.1480 - logcount_predictions_loss: 0.4793 2125/2196 [============================>.] - ETA: 11s - loss: 143.9629 - logits_profile_predictions_loss: 143.1480 - logcount_predictions_loss: 0.4793 2126/2196 [============================>.] - ETA: 11s - loss: 143.9630 - logits_profile_predictions_loss: 143.1481 - logcount_predictions_loss: 0.4793 2127/2196 [============================>.] - ETA: 10s - loss: 143.9630 - logits_profile_predictions_loss: 143.1481 - logcount_predictions_loss: 0.4793 2128/2196 [============================>.] - ETA: 10s - loss: 143.9631 - logits_profile_predictions_loss: 143.1481 - logcount_predictions_loss: 0.4793 2129/2196 [============================>.] - ETA: 10s - loss: 143.9631 - logits_profile_predictions_loss: 143.1482 - logcount_predictions_loss: 0.4793 2130/2196 [============================>.] - ETA: 10s - loss: 143.9631 - 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[============================>.] - ETA: 9s - loss: 143.9634 - logits_profile_predictions_loss: 143.1485 - logcount_predictions_loss: 0.4793 2138/2196 [============================>.] - ETA: 9s - loss: 143.9635 - logits_profile_predictions_loss: 143.1486 - logcount_predictions_loss: 0.4793 2139/2196 [============================>.] - ETA: 8s - loss: 143.9635 - logits_profile_predictions_loss: 143.1486 - logcount_predictions_loss: 0.4793 2140/2196 [============================>.] - ETA: 8s - loss: 143.9635 - logits_profile_predictions_loss: 143.1486 - logcount_predictions_loss: 0.4793 2141/2196 [============================>.] - ETA: 8s - loss: 143.9636 - logits_profile_predictions_loss: 143.1487 - logcount_predictions_loss: 0.4793 2142/2196 [============================>.] - ETA: 8s - loss: 143.9636 - logits_profile_predictions_loss: 143.1487 - logcount_predictions_loss: 0.4793 2143/2196 [============================>.] - ETA: 8s - loss: 143.9637 - logits_profile_predictions_loss: 143.1487 - logcount_predictions_loss: 0.4793 2144/2196 [============================>.] - ETA: 8s - loss: 143.9637 - logits_profile_predictions_loss: 143.1488 - logcount_predictions_loss: 0.4793 2145/2196 [============================>.] - ETA: 8s - loss: 143.9637 - logits_profile_predictions_loss: 143.1488 - logcount_predictions_loss: 0.4793 2146/2196 [============================>.] - ETA: 7s - loss: 143.9637 - logits_profile_predictions_loss: 143.1488 - logcount_predictions_loss: 0.4793 2147/2196 [============================>.] - ETA: 7s - loss: 143.9637 - logits_profile_predictions_loss: 143.1488 - logcount_predictions_loss: 0.4793 2148/2196 [============================>.] - ETA: 7s - loss: 143.9638 - logits_profile_predictions_loss: 143.1489 - logcount_predictions_loss: 0.4793 2149/2196 [============================>.] - ETA: 7s - loss: 143.9638 - logits_profile_predictions_loss: 143.1489 - logcount_predictions_loss: 0.4793 2150/2196 [============================>.] - ETA: 7s - loss: 143.9638 - logits_profile_predictions_loss: 143.1489 - logcount_predictions_loss: 0.4793 2151/2196 [============================>.] - ETA: 7s - loss: 143.9638 - logits_profile_predictions_loss: 143.1489 - logcount_predictions_loss: 0.4793 2152/2196 [============================>.] - ETA: 6s - loss: 143.9638 - logits_profile_predictions_loss: 143.1490 - logcount_predictions_loss: 0.4793 2153/2196 [============================>.] - ETA: 6s - loss: 143.9639 - logits_profile_predictions_loss: 143.1490 - logcount_predictions_loss: 0.4793 2154/2196 [============================>.] - ETA: 6s - loss: 143.9639 - logits_profile_predictions_loss: 143.1490 - logcount_predictions_loss: 0.4793 2155/2196 [============================>.] - ETA: 6s - loss: 143.9639 - logits_profile_predictions_loss: 143.1490 - logcount_predictions_loss: 0.4793 2156/2196 [============================>.] - ETA: 6s - loss: 143.9640 - logits_profile_predictions_loss: 143.1491 - logcount_predictions_loss: 0.4793 2157/2196 [============================>.] - ETA: 6s - loss: 143.9640 - logits_profile_predictions_loss: 143.1491 - logcount_predictions_loss: 0.4793 2158/2196 [============================>.] - ETA: 5s - loss: 143.9640 - logits_profile_predictions_loss: 143.1491 - logcount_predictions_loss: 0.4793 2159/2196 [============================>.] - ETA: 5s - loss: 143.9640 - logits_profile_predictions_loss: 143.1491 - logcount_predictions_loss: 0.4793 2160/2196 [============================>.] - ETA: 5s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2161/2196 [============================>.] - ETA: 5s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2162/2196 [============================>.] - ETA: 5s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2163/2196 [============================>.] - ETA: 5s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2164/2196 [============================>.] - ETA: 5s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2165/2196 [============================>.] - ETA: 4s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2166/2196 [============================>.] - ETA: 4s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2167/2196 [============================>.] - ETA: 4s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2168/2196 [============================>.] - ETA: 4s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2169/2196 [============================>.] - ETA: 4s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2170/2196 [============================>.] - ETA: 4s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2171/2196 [============================>.] - ETA: 3s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2172/2196 [============================>.] - ETA: 3s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2173/2196 [============================>.] - ETA: 3s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2174/2196 [============================>.] - ETA: 3s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2175/2196 [============================>.] - ETA: 3s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2176/2196 [============================>.] - ETA: 3s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2177/2196 [============================>.] - ETA: 2s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2178/2196 [============================>.] - ETA: 2s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2179/2196 [============================>.] - ETA: 2s - loss: 143.9641 - logits_profile_predictions_loss: 143.1492 - logcount_predictions_loss: 0.4793 2180/2196 [============================>.] - ETA: 2s - loss: 143.9641 - logits_profile_predictions_loss: 143.1493 - logcount_predictions_loss: 0.4793 2181/2196 [============================>.] - ETA: 2s - loss: 143.9641 - logits_profile_predictions_loss: 143.1493 - logcount_predictions_loss: 0.4793 2182/2196 [============================>.] - ETA: 2s - loss: 143.9642 - logits_profile_predictions_loss: 143.1493 - logcount_predictions_loss: 0.4793 2183/2196 [============================>.] - ETA: 2s - loss: 143.9642 - logits_profile_predictions_loss: 143.1493 - logcount_predictions_loss: 0.4793 2184/2196 [============================>.] - ETA: 1s - loss: 143.9642 - logits_profile_predictions_loss: 143.1493 - logcount_predictions_loss: 0.4793 2185/2196 [============================>.] - ETA: 1s - loss: 143.9642 - logits_profile_predictions_loss: 143.1493 - logcount_predictions_loss: 0.4793 2186/2196 [============================>.] - ETA: 1s - loss: 143.9642 - logits_profile_predictions_loss: 143.1493 - logcount_predictions_loss: 0.4793 2187/2196 [============================>.] - ETA: 1s - loss: 143.9642 - logits_profile_predictions_loss: 143.1494 - logcount_predictions_loss: 0.4793 2188/2196 [============================>.] - ETA: 1s - loss: 143.9642 - logits_profile_predictions_loss: 143.1494 - logcount_predictions_loss: 0.4793 2189/2196 [============================>.] - ETA: 1s - loss: 143.9642 - logits_profile_predictions_loss: 143.1494 - logcount_predictions_loss: 0.4793 2190/2196 [============================>.] - ETA: 0s - loss: 143.9643 - logits_profile_predictions_loss: 143.1494 - logcount_predictions_loss: 0.4793 2191/2196 [============================>.] - ETA: 0s - loss: 143.9643 - logits_profile_predictions_loss: 143.1494 - logcount_predictions_loss: 0.4793 2192/2196 [============================>.] - ETA: 0s - loss: 143.9643 - logits_profile_predictions_loss: 143.1495 - logcount_predictions_loss: 0.4793 2193/2196 [============================>.] - ETA: 0s - loss: 143.9644 - logits_profile_predictions_loss: 143.1495 - logcount_predictions_loss: 0.4793 2194/2196 [============================>.] - ETA: 0s - loss: 143.9644 - logits_profile_predictions_loss: 143.1495 - logcount_predictions_loss: 0.4793 2195/2196 [============================>.] - ETA: 0s - loss: 143.9644 - logits_profile_predictions_loss: 143.1496 - logcount_predictions_loss: 0.4793 2196/2196 [==============================] - ETA: 0s - loss: 143.9645 - logits_profile_predictions_loss: 143.1496 - logcount_predictions_loss: 0.4793 2196/2196 [==============================] - 361s 165ms/step - loss: 143.9645 - logits_profile_predictions_loss: 143.1496 - logcount_predictions_loss: 0.4793 - val_loss: 151.7773 - val_logits_profile_predictions_loss: 150.8536 - val_logcount_predictions_loss: 0.5434 Epoch 00006: val_loss did not improve from 151.42525 Epoch 7/50 1/2196 [..............................] - ETA: 7:53 - loss: 154.8197 - logits_profile_predictions_loss: 153.8731 - logcount_predictions_loss: 0.5568 2/2196 [..............................] - ETA: 6:01 - loss: 152.5339 - logits_profile_predictions_loss: 151.6217 - logcount_predictions_loss: 0.5366 3/2196 [..............................] - ETA: 5:52 - loss: 148.5784 - logits_profile_predictions_loss: 147.6762 - logcount_predictions_loss: 0.5307 4/2196 [..............................] - ETA: 5:48 - loss: 146.1485 - logits_profile_predictions_loss: 145.2633 - logcount_predictions_loss: 0.5207 5/2196 [..............................] - ETA: 5:46 - loss: 145.4391 - logits_profile_predictions_loss: 144.5576 - logcount_predictions_loss: 0.5186 6/2196 [..............................] - ETA: 5:45 - loss: 146.3091 - logits_profile_predictions_loss: 145.4336 - logcount_predictions_loss: 0.5150 7/2196 [..............................] - ETA: 5:45 - loss: 147.1388 - logits_profile_predictions_loss: 146.2675 - logcount_predictions_loss: 0.5125 8/2196 [..............................] - ETA: 5:44 - loss: 147.8912 - logits_profile_predictions_loss: 147.0249 - logcount_predictions_loss: 0.5095 9/2196 [..............................] - ETA: 5:44 - loss: 148.5385 - logits_profile_predictions_loss: 147.6810 - logcount_predictions_loss: 0.5044 10/2196 [..............................] - ETA: 5:43 - loss: 148.8801 - logits_profile_predictions_loss: 148.0280 - logcount_predictions_loss: 0.5012 11/2196 [..............................] - ETA: 5:43 - loss: 149.2027 - logits_profile_predictions_loss: 148.3551 - logcount_predictions_loss: 0.4986 12/2196 [..............................] - ETA: 5:42 - loss: 149.2153 - logits_profile_predictions_loss: 148.3731 - logcount_predictions_loss: 0.4954 13/2196 [..............................] - ETA: 5:42 - loss: 149.2115 - logits_profile_predictions_loss: 148.3725 - logcount_predictions_loss: 0.4935 14/2196 [..............................] - ETA: 5:42 - loss: 149.2498 - logits_profile_predictions_loss: 148.4134 - logcount_predictions_loss: 0.4920 15/2196 [..............................] - ETA: 5:42 - loss: 149.2442 - logits_profile_predictions_loss: 148.4092 - logcount_predictions_loss: 0.4912 16/2196 [..............................] - ETA: 5:42 - loss: 149.1781 - logits_profile_predictions_loss: 148.3446 - logcount_predictions_loss: 0.4903 17/2196 [..............................] - ETA: 5:41 - loss: 148.9929 - logits_profile_predictions_loss: 148.1603 - logcount_predictions_loss: 0.4897 18/2196 [..............................] - ETA: 5:41 - loss: 148.7977 - logits_profile_predictions_loss: 147.9639 - logcount_predictions_loss: 0.4905 19/2196 [..............................] - ETA: 5:41 - loss: 148.6818 - logits_profile_predictions_loss: 147.8463 - logcount_predictions_loss: 0.4915 20/2196 [..............................] - ETA: 5:41 - loss: 148.6301 - logits_profile_predictions_loss: 147.7921 - logcount_predictions_loss: 0.4929 21/2196 [..............................] - ETA: 5:41 - loss: 148.5162 - logits_profile_predictions_loss: 147.6767 - logcount_predictions_loss: 0.4938 22/2196 [..............................] - ETA: 5:41 - loss: 148.4232 - logits_profile_predictions_loss: 147.5824 - logcount_predictions_loss: 0.4946 23/2196 [..............................] - ETA: 5:40 - loss: 148.3304 - logits_profile_predictions_loss: 147.4891 - logcount_predictions_loss: 0.4949 24/2196 [..............................] - ETA: 5:40 - loss: 148.2636 - logits_profile_predictions_loss: 147.4212 - logcount_predictions_loss: 0.4955 25/2196 [..............................] - ETA: 5:40 - loss: 148.2166 - logits_profile_predictions_loss: 147.3730 - logcount_predictions_loss: 0.4962 26/2196 [..............................] - ETA: 5:40 - loss: 148.1630 - logits_profile_predictions_loss: 147.3186 - logcount_predictions_loss: 0.4967 27/2196 [..............................] - ETA: 5:40 - loss: 148.1014 - logits_profile_predictions_loss: 147.2562 - logcount_predictions_loss: 0.4972 28/2196 [..............................] - ETA: 5:40 - loss: 148.0357 - logits_profile_predictions_loss: 147.1899 - logcount_predictions_loss: 0.4976 29/2196 [..............................] - ETA: 5:40 - loss: 147.9934 - logits_profile_predictions_loss: 147.1468 - logcount_predictions_loss: 0.4980 30/2196 [..............................] - ETA: 5:39 - loss: 147.9917 - logits_profile_predictions_loss: 147.1446 - logcount_predictions_loss: 0.4983 31/2196 [..............................] - ETA: 5:39 - loss: 147.9590 - logits_profile_predictions_loss: 147.1115 - logcount_predictions_loss: 0.4985 32/2196 [..............................] - ETA: 5:39 - loss: 147.9524 - logits_profile_predictions_loss: 147.1048 - logcount_predictions_loss: 0.4986 33/2196 [..............................] - ETA: 5:39 - loss: 147.9553 - logits_profile_predictions_loss: 147.1070 - logcount_predictions_loss: 0.4990 34/2196 [..............................] - ETA: 5:39 - loss: 147.9366 - logits_profile_predictions_loss: 147.0878 - logcount_predictions_loss: 0.4993 35/2196 [..............................] - ETA: 5:38 - loss: 147.9035 - logits_profile_predictions_loss: 147.0543 - logcount_predictions_loss: 0.4995 36/2196 [..............................] - ETA: 5:38 - loss: 147.8804 - logits_profile_predictions_loss: 147.0308 - logcount_predictions_loss: 0.4998 37/2196 [..............................] - ETA: 5:38 - loss: 147.8623 - logits_profile_predictions_loss: 147.0122 - logcount_predictions_loss: 0.5001 38/2196 [..............................] - ETA: 5:38 - loss: 147.8388 - logits_profile_predictions_loss: 146.9883 - logcount_predictions_loss: 0.5003 39/2196 [..............................] - ETA: 5:38 - loss: 147.7993 - logits_profile_predictions_loss: 146.9483 - logcount_predictions_loss: 0.5006 40/2196 [..............................] - ETA: 5:38 - loss: 147.7557 - logits_profile_predictions_loss: 146.9043 - logcount_predictions_loss: 0.5008 41/2196 [..............................] - ETA: 5:38 - loss: 147.7099 - logits_profile_predictions_loss: 146.8581 - logcount_predictions_loss: 0.5011 42/2196 [..............................] - ETA: 5:37 - loss: 147.6596 - logits_profile_predictions_loss: 146.8075 - logcount_predictions_loss: 0.5012 43/2196 [..............................] - ETA: 5:37 - loss: 147.6161 - logits_profile_predictions_loss: 146.7637 - logcount_predictions_loss: 0.5014 44/2196 [..............................] - ETA: 5:37 - loss: 147.5673 - logits_profile_predictions_loss: 146.7144 - logcount_predictions_loss: 0.5017 45/2196 [..............................] - ETA: 5:37 - loss: 147.5128 - logits_profile_predictions_loss: 146.6595 - logcount_predictions_loss: 0.5020 46/2196 [..............................] - ETA: 5:37 - loss: 147.4608 - logits_profile_predictions_loss: 146.6070 - logcount_predictions_loss: 0.5022 47/2196 [..............................] - ETA: 5:37 - loss: 147.3991 - logits_profile_predictions_loss: 146.5449 - logcount_predictions_loss: 0.5025 48/2196 [..............................] - ETA: 5:36 - loss: 147.3489 - logits_profile_predictions_loss: 146.4945 - logcount_predictions_loss: 0.5026 49/2196 [..............................] - ETA: 5:36 - loss: 147.3026 - logits_profile_predictions_loss: 146.4480 - logcount_predictions_loss: 0.5027 50/2196 [..............................] - ETA: 5:36 - loss: 147.2631 - logits_profile_predictions_loss: 146.4082 - logcount_predictions_loss: 0.5029 51/2196 [..............................] - ETA: 5:36 - loss: 147.2154 - logits_profile_predictions_loss: 146.3603 - logcount_predictions_loss: 0.5030 52/2196 [..............................] - ETA: 5:36 - loss: 147.1704 - logits_profile_predictions_loss: 146.3151 - logcount_predictions_loss: 0.5031 53/2196 [..............................] - ETA: 5:36 - loss: 147.1186 - logits_profile_predictions_loss: 146.2631 - logcount_predictions_loss: 0.5032 54/2196 [..............................] - ETA: 5:35 - loss: 147.0733 - logits_profile_predictions_loss: 146.2177 - logcount_predictions_loss: 0.5033 55/2196 [..............................] - ETA: 5:35 - loss: 147.0196 - logits_profile_predictions_loss: 146.1639 - logcount_predictions_loss: 0.5034 56/2196 [..............................] - ETA: 5:35 - loss: 146.9540 - logits_profile_predictions_loss: 146.0983 - logcount_predictions_loss: 0.5034 57/2196 [..............................] - ETA: 5:35 - loss: 146.8890 - logits_profile_predictions_loss: 146.0334 - logcount_predictions_loss: 0.5033 58/2196 [..............................] - ETA: 5:35 - loss: 146.8316 - logits_profile_predictions_loss: 145.9762 - logcount_predictions_loss: 0.5032 59/2196 [..............................] - ETA: 5:35 - loss: 146.7813 - logits_profile_predictions_loss: 145.9260 - logcount_predictions_loss: 0.5031 60/2196 [..............................] - ETA: 5:35 - loss: 146.7276 - logits_profile_predictions_loss: 145.8725 - logcount_predictions_loss: 0.5030 61/2196 [..............................] - ETA: 5:34 - loss: 146.6702 - logits_profile_predictions_loss: 145.8152 - logcount_predictions_loss: 0.5029 62/2196 [..............................] - ETA: 5:34 - loss: 146.6243 - logits_profile_predictions_loss: 145.7695 - logcount_predictions_loss: 0.5028 63/2196 [..............................] - ETA: 5:34 - loss: 146.5844 - logits_profile_predictions_loss: 145.7299 - logcount_predictions_loss: 0.5027 64/2196 [..............................] - ETA: 5:34 - 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[===>..........................] - ETA: 4:50 - loss: 143.6522 - logits_profile_predictions_loss: 142.8478 - logcount_predictions_loss: 0.4732 352/2196 [===>..........................] - ETA: 4:49 - loss: 143.6506 - logits_profile_predictions_loss: 142.8462 - logcount_predictions_loss: 0.4732 353/2196 [===>..........................] - ETA: 4:49 - loss: 143.6488 - logits_profile_predictions_loss: 142.8445 - logcount_predictions_loss: 0.4732 354/2196 [===>..........................] - ETA: 4:49 - loss: 143.6472 - logits_profile_predictions_loss: 142.8429 - logcount_predictions_loss: 0.4731 355/2196 [===>..........................] - ETA: 4:49 - loss: 143.6455 - logits_profile_predictions_loss: 142.8412 - logcount_predictions_loss: 0.4731 356/2196 [===>..........................] - ETA: 4:49 - loss: 143.6437 - logits_profile_predictions_loss: 142.8395 - logcount_predictions_loss: 0.4731 357/2196 [===>..........................] - ETA: 4:49 - loss: 143.6418 - logits_profile_predictions_loss: 142.8376 - logcount_predictions_loss: 0.4730 358/2196 [===>..........................] - ETA: 4:49 - loss: 143.6397 - logits_profile_predictions_loss: 142.8356 - logcount_predictions_loss: 0.4730 359/2196 [===>..........................] - ETA: 4:48 - loss: 143.6374 - logits_profile_predictions_loss: 142.8334 - logcount_predictions_loss: 0.4730 360/2196 [===>..........................] - ETA: 4:48 - loss: 143.6353 - logits_profile_predictions_loss: 142.8313 - logcount_predictions_loss: 0.4730 361/2196 [===>..........................] - ETA: 4:48 - loss: 143.6333 - logits_profile_predictions_loss: 142.8293 - logcount_predictions_loss: 0.4729 362/2196 [===>..........................] - ETA: 4:48 - loss: 143.6311 - logits_profile_predictions_loss: 142.8272 - logcount_predictions_loss: 0.4729 363/2196 [===>..........................] - ETA: 4:48 - loss: 143.6291 - logits_profile_predictions_loss: 142.8253 - logcount_predictions_loss: 0.4729 364/2196 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logits_profile_predictions_loss: 142.8092 - logcount_predictions_loss: 0.4726 371/2196 [====>.........................] - ETA: 4:47 - loss: 143.6103 - logits_profile_predictions_loss: 142.8068 - logcount_predictions_loss: 0.4726 372/2196 [====>.........................] - ETA: 4:46 - loss: 143.6077 - logits_profile_predictions_loss: 142.8044 - logcount_predictions_loss: 0.4726 373/2196 [====>.........................] - ETA: 4:46 - loss: 143.6054 - logits_profile_predictions_loss: 142.8021 - logcount_predictions_loss: 0.4726 374/2196 [====>.........................] - ETA: 4:46 - loss: 143.6029 - logits_profile_predictions_loss: 142.7997 - logcount_predictions_loss: 0.4725 375/2196 [====>.........................] - ETA: 4:46 - loss: 143.6003 - logits_profile_predictions_loss: 142.7971 - logcount_predictions_loss: 0.4725 376/2196 [====>.........................] - ETA: 4:46 - loss: 143.5977 - logits_profile_predictions_loss: 142.7945 - logcount_predictions_loss: 0.4725 377/2196 [====>.........................] - ETA: 4:46 - loss: 143.5953 - logits_profile_predictions_loss: 142.7921 - logcount_predictions_loss: 0.4724 378/2196 [====>.........................] - ETA: 4:45 - loss: 143.5931 - logits_profile_predictions_loss: 142.7901 - logcount_predictions_loss: 0.4724 379/2196 [====>.........................] - ETA: 4:45 - loss: 143.5908 - logits_profile_predictions_loss: 142.7878 - logcount_predictions_loss: 0.4724 380/2196 [====>.........................] - ETA: 4:45 - loss: 143.5887 - logits_profile_predictions_loss: 142.7858 - logcount_predictions_loss: 0.4723 381/2196 [====>.........................] - ETA: 4:45 - loss: 143.5866 - logits_profile_predictions_loss: 142.7837 - logcount_predictions_loss: 0.4723 382/2196 [====>.........................] - ETA: 4:45 - loss: 143.5844 - logits_profile_predictions_loss: 142.7816 - logcount_predictions_loss: 0.4723 383/2196 [====>.........................] - ETA: 4:45 - loss: 143.5824 - logits_profile_predictions_loss: 142.7796 - logcount_predictions_loss: 0.4723 384/2196 [====>.........................] - ETA: 4:44 - loss: 143.5802 - logits_profile_predictions_loss: 142.7775 - logcount_predictions_loss: 0.4722 385/2196 [====>.........................] - ETA: 4:44 - loss: 143.5781 - logits_profile_predictions_loss: 142.7754 - logcount_predictions_loss: 0.4722 386/2196 [====>.........................] - ETA: 4:44 - loss: 143.5760 - logits_profile_predictions_loss: 142.7733 - logcount_predictions_loss: 0.4722 387/2196 [====>.........................] - ETA: 4:44 - loss: 143.5739 - logits_profile_predictions_loss: 142.7712 - logcount_predictions_loss: 0.4722 388/2196 [====>.........................] - ETA: 4:44 - loss: 143.5718 - logits_profile_predictions_loss: 142.7692 - logcount_predictions_loss: 0.4721 389/2196 [====>.........................] - ETA: 4:44 - loss: 143.5696 - logits_profile_predictions_loss: 142.7670 - logcount_predictions_loss: 0.4721 390/2196 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logits_profile_predictions_loss: 142.6752 - logcount_predictions_loss: 0.4714 436/2196 [====>.........................] - ETA: 4:36 - loss: 143.4749 - logits_profile_predictions_loss: 142.6736 - logcount_predictions_loss: 0.4714 437/2196 [====>.........................] - ETA: 4:36 - loss: 143.4735 - logits_profile_predictions_loss: 142.6722 - logcount_predictions_loss: 0.4714 438/2196 [====>.........................] - ETA: 4:36 - loss: 143.4720 - logits_profile_predictions_loss: 142.6708 - logcount_predictions_loss: 0.4713 439/2196 [====>.........................] - ETA: 4:36 - loss: 143.4706 - logits_profile_predictions_loss: 142.6694 - logcount_predictions_loss: 0.4713 440/2196 [=====>........................] - ETA: 4:36 - loss: 143.4692 - logits_profile_predictions_loss: 142.6681 - logcount_predictions_loss: 0.4713 441/2196 [=====>........................] - ETA: 4:36 - loss: 143.4677 - logits_profile_predictions_loss: 142.6666 - logcount_predictions_loss: 0.4713 442/2196 [=====>........................] - ETA: 4:35 - loss: 143.4662 - logits_profile_predictions_loss: 142.6650 - logcount_predictions_loss: 0.4713 443/2196 [=====>........................] - ETA: 4:35 - loss: 143.4645 - logits_profile_predictions_loss: 142.6634 - logcount_predictions_loss: 0.4713 444/2196 [=====>........................] - ETA: 4:35 - loss: 143.4628 - logits_profile_predictions_loss: 142.6617 - logcount_predictions_loss: 0.4712 445/2196 [=====>........................] - ETA: 4:35 - loss: 143.4610 - logits_profile_predictions_loss: 142.6600 - logcount_predictions_loss: 0.4712 446/2196 [=====>........................] - ETA: 4:35 - loss: 143.4591 - logits_profile_predictions_loss: 142.6581 - logcount_predictions_loss: 0.4712 447/2196 [=====>........................] - ETA: 4:35 - loss: 143.4573 - logits_profile_predictions_loss: 142.6563 - logcount_predictions_loss: 0.4712 448/2196 [=====>........................] - ETA: 4:34 - loss: 143.4555 - logits_profile_predictions_loss: 142.6546 - logcount_predictions_loss: 0.4712 449/2196 [=====>........................] - ETA: 4:34 - loss: 143.4539 - logits_profile_predictions_loss: 142.6529 - logcount_predictions_loss: 0.4712 450/2196 [=====>........................] - ETA: 4:34 - loss: 143.4522 - logits_profile_predictions_loss: 142.6513 - logcount_predictions_loss: 0.4711 451/2196 [=====>........................] - ETA: 4:34 - loss: 143.4505 - logits_profile_predictions_loss: 142.6497 - logcount_predictions_loss: 0.4711 452/2196 [=====>........................] - ETA: 4:34 - loss: 143.4489 - logits_profile_predictions_loss: 142.6481 - logcount_predictions_loss: 0.4711 453/2196 [=====>........................] - ETA: 4:34 - loss: 143.4472 - logits_profile_predictions_loss: 142.6464 - logcount_predictions_loss: 0.4711 454/2196 [=====>........................] - ETA: 4:34 - loss: 143.4457 - logits_profile_predictions_loss: 142.6450 - logcount_predictions_loss: 0.4711 455/2196 [=====>........................] - ETA: 4:33 - loss: 143.4442 - logits_profile_predictions_loss: 142.6435 - logcount_predictions_loss: 0.4710 456/2196 [=====>........................] - ETA: 4:33 - loss: 143.4427 - logits_profile_predictions_loss: 142.6420 - logcount_predictions_loss: 0.4710 457/2196 [=====>........................] - ETA: 4:33 - loss: 143.4413 - logits_profile_predictions_loss: 142.6406 - logcount_predictions_loss: 0.4710 458/2196 [=====>........................] - ETA: 4:33 - loss: 143.4397 - logits_profile_predictions_loss: 142.6391 - logcount_predictions_loss: 0.4710 459/2196 [=====>........................] - ETA: 4:33 - loss: 143.4381 - logits_profile_predictions_loss: 142.6375 - logcount_predictions_loss: 0.4710 460/2196 [=====>........................] - ETA: 4:33 - loss: 143.4368 - logits_profile_predictions_loss: 142.6363 - logcount_predictions_loss: 0.4710 461/2196 [=====>........................] - ETA: 4:32 - loss: 143.4356 - logits_profile_predictions_loss: 142.6350 - logcount_predictions_loss: 0.4709 462/2196 [=====>........................] - ETA: 4:32 - loss: 143.4345 - logits_profile_predictions_loss: 142.6340 - logcount_predictions_loss: 0.4709 463/2196 [=====>........................] - ETA: 4:32 - loss: 143.4336 - logits_profile_predictions_loss: 142.6332 - logcount_predictions_loss: 0.4709 464/2196 [=====>........................] - ETA: 4:32 - loss: 143.4327 - logits_profile_predictions_loss: 142.6323 - logcount_predictions_loss: 0.4709 465/2196 [=====>........................] - ETA: 4:32 - loss: 143.4318 - logits_profile_predictions_loss: 142.6314 - logcount_predictions_loss: 0.4709 466/2196 [=====>........................] - ETA: 4:32 - loss: 143.4310 - logits_profile_predictions_loss: 142.6306 - logcount_predictions_loss: 0.4708 467/2196 [=====>........................] - ETA: 4:31 - loss: 143.4302 - logits_profile_predictions_loss: 142.6298 - logcount_predictions_loss: 0.4708 468/2196 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[============================>.] - ETA: 4s - loss: 143.5770 - logits_profile_predictions_loss: 142.7861 - logcount_predictions_loss: 0.4652 2166/2196 [============================>.] - ETA: 4s - loss: 143.5770 - logits_profile_predictions_loss: 142.7862 - logcount_predictions_loss: 0.4652 2167/2196 [============================>.] - ETA: 4s - loss: 143.5771 - logits_profile_predictions_loss: 142.7863 - logcount_predictions_loss: 0.4652 2168/2196 [============================>.] - ETA: 4s - loss: 143.5772 - logits_profile_predictions_loss: 142.7863 - logcount_predictions_loss: 0.4652 2169/2196 [============================>.] - ETA: 4s - loss: 143.5772 - logits_profile_predictions_loss: 142.7864 - logcount_predictions_loss: 0.4652 2170/2196 [============================>.] - ETA: 4s - loss: 143.5773 - logits_profile_predictions_loss: 142.7865 - logcount_predictions_loss: 0.4652 2171/2196 [============================>.] - ETA: 3s - loss: 143.5774 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 142.7881 - logcount_predictions_loss: 0.4652 2192/2196 [============================>.] - ETA: 0s - loss: 143.5790 - logits_profile_predictions_loss: 142.7882 - logcount_predictions_loss: 0.4652 2193/2196 [============================>.] - ETA: 0s - loss: 143.5791 - logits_profile_predictions_loss: 142.7883 - logcount_predictions_loss: 0.4652 2194/2196 [============================>.] - ETA: 0s - loss: 143.5792 - logits_profile_predictions_loss: 142.7884 - logcount_predictions_loss: 0.4652 2195/2196 [============================>.] - ETA: 0s - loss: 143.5793 - logits_profile_predictions_loss: 142.7884 - logcount_predictions_loss: 0.4652 2196/2196 [==============================] - ETA: 0s - loss: 143.5794 - logits_profile_predictions_loss: 142.7885 - logcount_predictions_loss: 0.4652 2196/2196 [==============================] - 361s 165ms/step - loss: 143.5794 - logits_profile_predictions_loss: 142.7886 - logcount_predictions_loss: 0.4652 - val_loss: 151.0622 - val_logits_profile_predictions_loss: 150.2911 - val_logcount_predictions_loss: 0.4536 Epoch 00007: val_loss improved from 151.42525 to 151.06216, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 8/50 1/2196 [..............................] - ETA: 7:53 - loss: 172.9336 - logits_profile_predictions_loss: 172.0074 - logcount_predictions_loss: 0.5448 2/2196 [..............................] - ETA: 6:11 - loss: 155.5137 - logits_profile_predictions_loss: 154.6712 - logcount_predictions_loss: 0.4956 3/2196 [..............................] - ETA: 5:57 - loss: 151.3081 - logits_profile_predictions_loss: 150.4925 - logcount_predictions_loss: 0.4798 4/2196 [..............................] - ETA: 5:51 - loss: 148.0208 - logits_profile_predictions_loss: 147.2328 - logcount_predictions_loss: 0.4635 5/2196 [..............................] - ETA: 5:49 - loss: 145.7461 - logits_profile_predictions_loss: 144.9747 - logcount_predictions_loss: 0.4538 6/2196 [..............................] - ETA: 5:48 - loss: 143.8725 - logits_profile_predictions_loss: 143.1161 - logcount_predictions_loss: 0.4450 7/2196 [..............................] - ETA: 5:47 - loss: 142.8009 - logits_profile_predictions_loss: 142.0564 - logcount_predictions_loss: 0.4380 8/2196 [..............................] - ETA: 5:46 - loss: 142.3893 - logits_profile_predictions_loss: 141.6467 - logcount_predictions_loss: 0.4368 9/2196 [..............................] - ETA: 5:45 - loss: 141.6106 - logits_profile_predictions_loss: 140.8685 - logcount_predictions_loss: 0.4366 10/2196 [..............................] - ETA: 5:45 - loss: 140.9761 - logits_profile_predictions_loss: 140.2333 - logcount_predictions_loss: 0.4369 11/2196 [..............................] - ETA: 5:44 - loss: 140.4935 - logits_profile_predictions_loss: 139.7492 - logcount_predictions_loss: 0.4378 12/2196 [..............................] - ETA: 5:44 - loss: 140.2356 - logits_profile_predictions_loss: 139.4868 - logcount_predictions_loss: 0.4405 13/2196 [..............................] - ETA: 5:44 - loss: 140.0220 - logits_profile_predictions_loss: 139.2693 - logcount_predictions_loss: 0.4427 14/2196 [..............................] - ETA: 5:43 - loss: 140.0327 - logits_profile_predictions_loss: 139.2771 - logcount_predictions_loss: 0.4445 15/2196 [..............................] - ETA: 5:45 - loss: 140.0306 - logits_profile_predictions_loss: 139.2717 - logcount_predictions_loss: 0.4464 16/2196 [..............................] - ETA: 5:45 - loss: 140.1356 - logits_profile_predictions_loss: 139.3730 - logcount_predictions_loss: 0.4486 17/2196 [..............................] - ETA: 5:45 - loss: 140.2360 - logits_profile_predictions_loss: 139.4705 - logcount_predictions_loss: 0.4503 18/2196 [..............................] - ETA: 5:44 - loss: 140.2808 - logits_profile_predictions_loss: 139.5133 - logcount_predictions_loss: 0.4515 19/2196 [..............................] - ETA: 5:44 - loss: 140.3198 - logits_profile_predictions_loss: 139.5501 - logcount_predictions_loss: 0.4528 20/2196 [..............................] - ETA: 5:44 - loss: 140.2952 - logits_profile_predictions_loss: 139.5244 - logcount_predictions_loss: 0.4534 21/2196 [..............................] - ETA: 5:43 - loss: 140.2201 - logits_profile_predictions_loss: 139.4486 - logcount_predictions_loss: 0.4538 22/2196 [..............................] - ETA: 5:43 - loss: 140.1693 - logits_profile_predictions_loss: 139.3975 - logcount_predictions_loss: 0.4540 23/2196 [..............................] - ETA: 5:43 - loss: 140.1850 - logits_profile_predictions_loss: 139.4134 - logcount_predictions_loss: 0.4539 24/2196 [..............................] - ETA: 5:43 - loss: 140.2225 - logits_profile_predictions_loss: 139.4514 - logcount_predictions_loss: 0.4536 25/2196 [..............................] - ETA: 5:42 - loss: 140.3271 - logits_profile_predictions_loss: 139.5567 - logcount_predictions_loss: 0.4531 26/2196 [..............................] - ETA: 5:42 - loss: 140.4148 - logits_profile_predictions_loss: 139.6449 - logcount_predictions_loss: 0.4529 27/2196 [..............................] - ETA: 5:42 - loss: 140.5106 - logits_profile_predictions_loss: 139.7407 - logcount_predictions_loss: 0.4529 28/2196 [..............................] - ETA: 5:42 - loss: 140.5873 - logits_profile_predictions_loss: 139.8177 - logcount_predictions_loss: 0.4527 29/2196 [..............................] - ETA: 5:41 - loss: 140.6719 - logits_profile_predictions_loss: 139.9025 - logcount_predictions_loss: 0.4526 30/2196 [..............................] - ETA: 5:41 - loss: 140.7240 - logits_profile_predictions_loss: 139.9549 - logcount_predictions_loss: 0.4524 31/2196 [..............................] - ETA: 5:41 - loss: 140.8054 - logits_profile_predictions_loss: 140.0366 - logcount_predictions_loss: 0.4522 32/2196 [..............................] - ETA: 5:41 - loss: 140.8904 - logits_profile_predictions_loss: 140.1218 - logcount_predictions_loss: 0.4521 33/2196 [..............................] - ETA: 5:40 - loss: 140.9440 - logits_profile_predictions_loss: 140.1760 - logcount_predictions_loss: 0.4518 34/2196 [..............................] - ETA: 5:40 - loss: 141.0438 - logits_profile_predictions_loss: 140.2764 - logcount_predictions_loss: 0.4514 35/2196 [..............................] - ETA: 5:40 - loss: 141.1351 - logits_profile_predictions_loss: 140.3684 - logcount_predictions_loss: 0.4510 36/2196 [..............................] - ETA: 5:40 - loss: 141.1895 - logits_profile_predictions_loss: 140.4233 - logcount_predictions_loss: 0.4507 37/2196 [..............................] - ETA: 5:40 - loss: 141.2483 - logits_profile_predictions_loss: 140.4826 - logcount_predictions_loss: 0.4504 38/2196 [..............................] - ETA: 5:39 - loss: 141.3069 - logits_profile_predictions_loss: 140.5421 - logcount_predictions_loss: 0.4499 39/2196 [..............................] - ETA: 5:39 - loss: 141.3724 - logits_profile_predictions_loss: 140.6082 - logcount_predictions_loss: 0.4495 40/2196 [..............................] - ETA: 5:39 - loss: 141.4337 - logits_profile_predictions_loss: 140.6702 - logcount_predictions_loss: 0.4491 41/2196 [..............................] - ETA: 5:39 - loss: 141.4832 - logits_profile_predictions_loss: 140.7205 - logcount_predictions_loss: 0.4487 42/2196 [..............................] - ETA: 5:39 - loss: 141.5510 - logits_profile_predictions_loss: 140.7890 - logcount_predictions_loss: 0.4482 43/2196 [..............................] - ETA: 5:39 - loss: 141.6165 - logits_profile_predictions_loss: 140.8552 - logcount_predictions_loss: 0.4478 44/2196 [..............................] - ETA: 5:38 - loss: 141.6662 - logits_profile_predictions_loss: 140.9057 - logcount_predictions_loss: 0.4474 45/2196 [..............................] - ETA: 5:38 - loss: 141.6939 - logits_profile_predictions_loss: 140.9338 - logcount_predictions_loss: 0.4471 46/2196 [..............................] - ETA: 5:38 - loss: 141.7251 - logits_profile_predictions_loss: 140.9655 - logcount_predictions_loss: 0.4468 47/2196 [..............................] - ETA: 5:38 - loss: 141.7541 - logits_profile_predictions_loss: 140.9949 - logcount_predictions_loss: 0.4466 48/2196 [..............................] - ETA: 5:38 - loss: 141.7831 - logits_profile_predictions_loss: 141.0243 - logcount_predictions_loss: 0.4463 49/2196 [..............................] - ETA: 5:37 - loss: 141.8159 - logits_profile_predictions_loss: 141.0576 - logcount_predictions_loss: 0.4461 50/2196 [..............................] - ETA: 5:37 - loss: 141.8553 - logits_profile_predictions_loss: 141.0975 - logcount_predictions_loss: 0.4458 51/2196 [..............................] - ETA: 5:37 - loss: 141.9007 - logits_profile_predictions_loss: 141.1433 - logcount_predictions_loss: 0.4455 52/2196 [..............................] - ETA: 5:37 - loss: 141.9413 - logits_profile_predictions_loss: 141.1842 - logcount_predictions_loss: 0.4454 53/2196 [..............................] - ETA: 5:37 - loss: 141.9839 - logits_profile_predictions_loss: 141.2268 - logcount_predictions_loss: 0.4453 54/2196 [..............................] - ETA: 5:37 - loss: 142.0272 - logits_profile_predictions_loss: 141.2703 - logcount_predictions_loss: 0.4453 55/2196 [..............................] - ETA: 5:36 - loss: 142.0740 - logits_profile_predictions_loss: 141.3170 - logcount_predictions_loss: 0.4452 56/2196 [..............................] - ETA: 5:36 - loss: 142.1241 - logits_profile_predictions_loss: 141.3672 - logcount_predictions_loss: 0.4452 57/2196 [..............................] - ETA: 5:36 - loss: 142.1728 - logits_profile_predictions_loss: 141.4159 - logcount_predictions_loss: 0.4452 58/2196 [..............................] - ETA: 5:36 - 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65/2196 [..............................] - ETA: 5:35 - loss: 142.4724 - logits_profile_predictions_loss: 141.7166 - logcount_predictions_loss: 0.4446 66/2196 [..............................] - ETA: 5:34 - loss: 142.4950 - logits_profile_predictions_loss: 141.7394 - logcount_predictions_loss: 0.4445 67/2196 [..............................] - ETA: 5:34 - loss: 142.5158 - logits_profile_predictions_loss: 141.7603 - logcount_predictions_loss: 0.4444 68/2196 [..............................] - ETA: 5:34 - loss: 142.5256 - logits_profile_predictions_loss: 141.7702 - logcount_predictions_loss: 0.4443 69/2196 [..............................] - ETA: 5:34 - loss: 142.5312 - logits_profile_predictions_loss: 141.7760 - logcount_predictions_loss: 0.4443 70/2196 [..............................] - ETA: 5:34 - loss: 142.5289 - logits_profile_predictions_loss: 141.7738 - logcount_predictions_loss: 0.4442 71/2196 [..............................] - ETA: 5:34 - loss: 142.5241 - 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[>.............................] - ETA: 5:33 - loss: 142.4702 - logits_profile_predictions_loss: 141.7159 - logcount_predictions_loss: 0.4437 79/2196 [>.............................] - ETA: 5:32 - loss: 142.4648 - logits_profile_predictions_loss: 141.7106 - logcount_predictions_loss: 0.4437 80/2196 [>.............................] - ETA: 5:32 - loss: 142.4559 - logits_profile_predictions_loss: 141.7017 - logcount_predictions_loss: 0.4436 81/2196 [>.............................] - ETA: 5:32 - loss: 142.4458 - logits_profile_predictions_loss: 141.6917 - logcount_predictions_loss: 0.4436 82/2196 [>.............................] - ETA: 5:32 - loss: 142.4382 - logits_profile_predictions_loss: 141.6842 - logcount_predictions_loss: 0.4436 83/2196 [>.............................] - ETA: 5:32 - loss: 142.4264 - logits_profile_predictions_loss: 141.6723 - logcount_predictions_loss: 0.4436 84/2196 [>.............................] - ETA: 5:32 - loss: 142.4152 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 4:31 - loss: 143.3293 - logits_profile_predictions_loss: 142.5745 - logcount_predictions_loss: 0.4440 476/2196 [=====>........................] - ETA: 4:31 - loss: 143.3307 - logits_profile_predictions_loss: 142.5758 - logcount_predictions_loss: 0.4440 477/2196 [=====>........................] - ETA: 4:31 - loss: 143.3320 - logits_profile_predictions_loss: 142.5771 - logcount_predictions_loss: 0.4441 478/2196 [=====>........................] - ETA: 4:31 - loss: 143.3331 - logits_profile_predictions_loss: 142.5782 - logcount_predictions_loss: 0.4441 479/2196 [=====>........................] - ETA: 4:31 - loss: 143.3342 - logits_profile_predictions_loss: 142.5793 - logcount_predictions_loss: 0.4441 480/2196 [=====>........................] - ETA: 4:30 - loss: 143.3355 - logits_profile_predictions_loss: 142.5805 - logcount_predictions_loss: 0.4441 481/2196 [=====>........................] - ETA: 4:30 - loss: 143.3366 - 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[=====>........................] - ETA: 4:29 - loss: 143.3435 - logits_profile_predictions_loss: 142.5885 - logcount_predictions_loss: 0.4441 489/2196 [=====>........................] - ETA: 4:29 - loss: 143.3443 - logits_profile_predictions_loss: 142.5893 - logcount_predictions_loss: 0.4441 490/2196 [=====>........................] - ETA: 4:29 - loss: 143.3450 - logits_profile_predictions_loss: 142.5900 - logcount_predictions_loss: 0.4441 491/2196 [=====>........................] - ETA: 4:29 - loss: 143.3458 - logits_profile_predictions_loss: 142.5908 - logcount_predictions_loss: 0.4441 492/2196 [=====>........................] - ETA: 4:28 - loss: 143.3467 - logits_profile_predictions_loss: 142.5917 - logcount_predictions_loss: 0.4442 493/2196 [=====>........................] - ETA: 4:28 - loss: 143.3476 - logits_profile_predictions_loss: 142.5925 - logcount_predictions_loss: 0.4442 494/2196 [=====>........................] - ETA: 4:28 - loss: 143.3486 - 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loss: 143.4401 - logits_profile_predictions_loss: 142.6746 - logcount_predictions_loss: 0.4503 2186/2196 [============================>.] - ETA: 1s - loss: 143.4400 - logits_profile_predictions_loss: 142.6745 - logcount_predictions_loss: 0.4503 2187/2196 [============================>.] - ETA: 1s - loss: 143.4400 - logits_profile_predictions_loss: 142.6745 - logcount_predictions_loss: 0.4503 2188/2196 [============================>.] - ETA: 1s - loss: 143.4399 - logits_profile_predictions_loss: 142.6745 - logcount_predictions_loss: 0.4503 2189/2196 [============================>.] - ETA: 1s - loss: 143.4399 - logits_profile_predictions_loss: 142.6744 - logcount_predictions_loss: 0.4503 2190/2196 [============================>.] - ETA: 0s - loss: 143.4399 - logits_profile_predictions_loss: 142.6744 - logcount_predictions_loss: 0.4503 2191/2196 [============================>.] - ETA: 0s - loss: 143.4398 - logits_profile_predictions_loss: 142.6743 - logcount_predictions_loss: 0.4503 2192/2196 [============================>.] - ETA: 0s - loss: 143.4398 - logits_profile_predictions_loss: 142.6743 - logcount_predictions_loss: 0.4503 2193/2196 [============================>.] - ETA: 0s - loss: 143.4397 - logits_profile_predictions_loss: 142.6742 - logcount_predictions_loss: 0.4503 2194/2196 [============================>.] - ETA: 0s - loss: 143.4397 - logits_profile_predictions_loss: 142.6742 - logcount_predictions_loss: 0.4503 2195/2196 [============================>.] - ETA: 0s - loss: 143.4396 - logits_profile_predictions_loss: 142.6741 - logcount_predictions_loss: 0.4503 2196/2196 [==============================] - ETA: 0s - loss: 143.4396 - logits_profile_predictions_loss: 142.6741 - logcount_predictions_loss: 0.4503 2196/2196 [==============================] - 362s 165ms/step - loss: 143.4395 - logits_profile_predictions_loss: 142.6740 - logcount_predictions_loss: 0.4503 - val_loss: 151.5166 - val_logits_profile_predictions_loss: 150.7436 - val_logcount_predictions_loss: 0.4547 Epoch 00008: val_loss did not improve from 151.06216 Epoch 9/50 1/2196 [..............................] - ETA: 8:15 - loss: 143.7948 - logits_profile_predictions_loss: 142.9103 - logcount_predictions_loss: 0.5203 2/2196 [..............................] - ETA: 5:44 - loss: 134.7094 - logits_profile_predictions_loss: 133.8768 - logcount_predictions_loss: 0.4897 3/2196 [..............................] - ETA: 5:43 - loss: 132.7188 - logits_profile_predictions_loss: 131.9040 - logcount_predictions_loss: 0.4793 4/2196 [..............................] - ETA: 5:42 - loss: 132.2484 - logits_profile_predictions_loss: 131.4463 - logcount_predictions_loss: 0.4718 5/2196 [..............................] - ETA: 5:42 - loss: 131.3577 - logits_profile_predictions_loss: 130.5693 - logcount_predictions_loss: 0.4638 6/2196 [..............................] - ETA: 5:42 - loss: 131.1724 - logits_profile_predictions_loss: 130.3946 - logcount_predictions_loss: 0.4575 7/2196 [..............................] - ETA: 5:42 - loss: 131.1838 - logits_profile_predictions_loss: 130.4133 - logcount_predictions_loss: 0.4532 8/2196 [..............................] - ETA: 5:42 - loss: 131.7073 - logits_profile_predictions_loss: 130.9383 - logcount_predictions_loss: 0.4524 9/2196 [..............................] - ETA: 5:42 - loss: 132.2986 - logits_profile_predictions_loss: 131.5302 - logcount_predictions_loss: 0.4520 10/2196 [..............................] - ETA: 5:42 - loss: 132.9978 - logits_profile_predictions_loss: 132.2309 - logcount_predictions_loss: 0.4511 11/2196 [..............................] - ETA: 5:42 - loss: 133.5592 - logits_profile_predictions_loss: 132.7942 - logcount_predictions_loss: 0.4500 12/2196 [..............................] - ETA: 5:42 - loss: 133.9846 - logits_profile_predictions_loss: 133.2225 - logcount_predictions_loss: 0.4483 13/2196 [..............................] - ETA: 5:41 - loss: 134.2172 - logits_profile_predictions_loss: 133.4579 - logcount_predictions_loss: 0.4467 14/2196 [..............................] - ETA: 5:41 - loss: 134.5459 - logits_profile_predictions_loss: 133.7868 - logcount_predictions_loss: 0.4465 15/2196 [..............................] - ETA: 5:41 - loss: 134.7671 - logits_profile_predictions_loss: 134.0078 - logcount_predictions_loss: 0.4467 16/2196 [..............................] - ETA: 5:41 - loss: 135.1077 - logits_profile_predictions_loss: 134.3482 - logcount_predictions_loss: 0.4468 17/2196 [..............................] - ETA: 5:41 - loss: 135.6157 - logits_profile_predictions_loss: 134.8557 - logcount_predictions_loss: 0.4470 18/2196 [..............................] - ETA: 5:40 - loss: 136.0280 - logits_profile_predictions_loss: 135.2675 - logcount_predictions_loss: 0.4474 19/2196 [..............................] - ETA: 5:40 - loss: 136.5070 - logits_profile_predictions_loss: 135.7458 - logcount_predictions_loss: 0.4477 20/2196 [..............................] - ETA: 5:40 - loss: 136.9537 - logits_profile_predictions_loss: 136.1922 - logcount_predictions_loss: 0.4479 21/2196 [..............................] - ETA: 5:40 - loss: 137.3467 - logits_profile_predictions_loss: 136.5850 - logcount_predictions_loss: 0.4480 22/2196 [..............................] - ETA: 5:40 - loss: 137.6737 - logits_profile_predictions_loss: 136.9112 - logcount_predictions_loss: 0.4486 23/2196 [..............................] - ETA: 5:39 - loss: 137.9710 - logits_profile_predictions_loss: 137.2078 - logcount_predictions_loss: 0.4490 24/2196 [..............................] - ETA: 5:39 - loss: 138.2584 - logits_profile_predictions_loss: 137.4946 - logcount_predictions_loss: 0.4493 25/2196 [..............................] - ETA: 5:39 - loss: 138.4556 - logits_profile_predictions_loss: 137.6917 - logcount_predictions_loss: 0.4493 26/2196 [..............................] - ETA: 5:39 - loss: 138.6980 - logits_profile_predictions_loss: 137.9343 - logcount_predictions_loss: 0.4492 27/2196 [..............................] - ETA: 5:39 - loss: 138.9085 - logits_profile_predictions_loss: 138.1448 - logcount_predictions_loss: 0.4492 28/2196 [..............................] - ETA: 5:39 - loss: 139.0977 - logits_profile_predictions_loss: 138.3343 - logcount_predictions_loss: 0.4490 29/2196 [..............................] - ETA: 5:39 - loss: 139.2954 - logits_profile_predictions_loss: 138.5320 - logcount_predictions_loss: 0.4491 30/2196 [..............................] - ETA: 5:38 - loss: 139.5152 - logits_profile_predictions_loss: 138.7517 - logcount_predictions_loss: 0.4492 31/2196 [..............................] - ETA: 5:38 - loss: 139.7453 - logits_profile_predictions_loss: 138.9818 - logcount_predictions_loss: 0.4491 32/2196 [..............................] - ETA: 5:38 - loss: 139.9469 - logits_profile_predictions_loss: 139.1834 - logcount_predictions_loss: 0.4491 33/2196 [..............................] - ETA: 5:38 - loss: 140.1277 - logits_profile_predictions_loss: 139.3638 - logcount_predictions_loss: 0.4493 34/2196 [..............................] - ETA: 5:38 - loss: 140.3076 - logits_profile_predictions_loss: 139.5429 - logcount_predictions_loss: 0.4498 35/2196 [..............................] - ETA: 5:38 - loss: 140.4568 - logits_profile_predictions_loss: 139.6915 - logcount_predictions_loss: 0.4502 36/2196 [..............................] - ETA: 5:38 - loss: 140.6003 - logits_profile_predictions_loss: 139.8345 - logcount_predictions_loss: 0.4505 37/2196 [..............................] - ETA: 5:37 - loss: 140.7222 - logits_profile_predictions_loss: 139.9560 - logcount_predictions_loss: 0.4507 38/2196 [..............................] - ETA: 5:37 - loss: 140.8697 - logits_profile_predictions_loss: 140.1027 - logcount_predictions_loss: 0.4512 39/2196 [..............................] - ETA: 5:37 - loss: 141.0047 - logits_profile_predictions_loss: 140.2370 - logcount_predictions_loss: 0.4516 40/2196 [..............................] - ETA: 5:37 - loss: 141.1341 - logits_profile_predictions_loss: 140.3656 - logcount_predictions_loss: 0.4521 41/2196 [..............................] - ETA: 5:37 - loss: 141.2481 - logits_profile_predictions_loss: 140.4789 - logcount_predictions_loss: 0.4525 42/2196 [..............................] - ETA: 5:37 - loss: 141.3533 - logits_profile_predictions_loss: 140.5836 - logcount_predictions_loss: 0.4528 43/2196 [..............................] - ETA: 5:36 - loss: 141.4477 - logits_profile_predictions_loss: 140.6776 - logcount_predictions_loss: 0.4530 44/2196 [..............................] - ETA: 5:36 - loss: 141.5168 - logits_profile_predictions_loss: 140.7464 - logcount_predictions_loss: 0.4532 45/2196 [..............................] - ETA: 5:36 - loss: 141.5984 - logits_profile_predictions_loss: 140.8276 - logcount_predictions_loss: 0.4535 46/2196 [..............................] - ETA: 5:36 - loss: 141.6739 - logits_profile_predictions_loss: 140.9027 - logcount_predictions_loss: 0.4537 47/2196 [..............................] - ETA: 5:36 - loss: 141.7490 - logits_profile_predictions_loss: 140.9774 - logcount_predictions_loss: 0.4539 48/2196 [..............................] - ETA: 5:36 - loss: 141.8218 - logits_profile_predictions_loss: 141.0497 - logcount_predictions_loss: 0.4542 49/2196 [..............................] - ETA: 5:36 - loss: 141.8941 - logits_profile_predictions_loss: 141.1217 - logcount_predictions_loss: 0.4544 50/2196 [..............................] - ETA: 5:36 - loss: 141.9708 - logits_profile_predictions_loss: 141.1982 - logcount_predictions_loss: 0.4545 51/2196 [..............................] - ETA: 5:35 - loss: 142.0456 - logits_profile_predictions_loss: 141.2727 - logcount_predictions_loss: 0.4546 52/2196 [..............................] - ETA: 5:35 - loss: 142.1139 - logits_profile_predictions_loss: 141.3408 - logcount_predictions_loss: 0.4547 53/2196 [..............................] - ETA: 5:35 - loss: 142.1801 - logits_profile_predictions_loss: 141.4069 - logcount_predictions_loss: 0.4548 54/2196 [..............................] - ETA: 5:35 - loss: 142.2405 - logits_profile_predictions_loss: 141.4673 - logcount_predictions_loss: 0.4548 55/2196 [..............................] - ETA: 5:35 - loss: 142.2933 - logits_profile_predictions_loss: 141.5201 - logcount_predictions_loss: 0.4549 56/2196 [..............................] - ETA: 5:35 - loss: 142.3484 - logits_profile_predictions_loss: 141.5749 - logcount_predictions_loss: 0.4550 57/2196 [..............................] - ETA: 5:34 - loss: 142.3924 - logits_profile_predictions_loss: 141.6188 - logcount_predictions_loss: 0.4551 58/2196 [..............................] - ETA: 5:34 - loss: 142.4379 - logits_profile_predictions_loss: 141.6642 - logcount_predictions_loss: 0.4551 59/2196 [..............................] - ETA: 5:34 - loss: 142.4805 - logits_profile_predictions_loss: 141.7066 - logcount_predictions_loss: 0.4552 60/2196 [..............................] - ETA: 5:34 - loss: 142.5240 - logits_profile_predictions_loss: 141.7501 - logcount_predictions_loss: 0.4552 61/2196 [..............................] - ETA: 5:34 - loss: 142.5743 - logits_profile_predictions_loss: 141.8003 - logcount_predictions_loss: 0.4553 62/2196 [..............................] - ETA: 5:34 - loss: 142.6180 - logits_profile_predictions_loss: 141.8438 - logcount_predictions_loss: 0.4554 63/2196 [..............................] - ETA: 5:34 - loss: 142.6629 - logits_profile_predictions_loss: 141.8886 - logcount_predictions_loss: 0.4554 64/2196 [..............................] - ETA: 5:33 - loss: 142.7045 - logits_profile_predictions_loss: 141.9302 - logcount_predictions_loss: 0.4555 65/2196 [..............................] - ETA: 5:33 - loss: 142.7476 - logits_profile_predictions_loss: 141.9733 - logcount_predictions_loss: 0.4555 66/2196 [..............................] - ETA: 5:33 - loss: 142.7838 - logits_profile_predictions_loss: 142.0093 - logcount_predictions_loss: 0.4556 67/2196 [..............................] - ETA: 5:33 - loss: 142.8219 - logits_profile_predictions_loss: 142.0474 - logcount_predictions_loss: 0.4556 68/2196 [..............................] - ETA: 5:33 - loss: 142.8593 - logits_profile_predictions_loss: 142.0846 - logcount_predictions_loss: 0.4557 69/2196 [..............................] - ETA: 5:33 - loss: 142.8864 - logits_profile_predictions_loss: 142.1117 - logcount_predictions_loss: 0.4557 70/2196 [..............................] - ETA: 5:33 - loss: 142.9084 - logits_profile_predictions_loss: 142.1338 - logcount_predictions_loss: 0.4557 71/2196 [..............................] - ETA: 5:32 - loss: 142.9233 - logits_profile_predictions_loss: 142.1488 - logcount_predictions_loss: 0.4556 72/2196 [..............................] - ETA: 5:32 - loss: 142.9368 - logits_profile_predictions_loss: 142.1624 - logcount_predictions_loss: 0.4555 73/2196 [..............................] - ETA: 5:32 - loss: 142.9517 - logits_profile_predictions_loss: 142.1775 - logcount_predictions_loss: 0.4555 74/2196 [>.............................] - ETA: 5:32 - loss: 142.9658 - logits_profile_predictions_loss: 142.1917 - logcount_predictions_loss: 0.4554 75/2196 [>.............................] - ETA: 5:32 - loss: 142.9843 - logits_profile_predictions_loss: 142.2103 - logcount_predictions_loss: 0.4553 76/2196 [>.............................] - ETA: 5:32 - loss: 143.0002 - logits_profile_predictions_loss: 142.2264 - logcount_predictions_loss: 0.4552 77/2196 [>.............................] - ETA: 5:31 - loss: 143.0152 - logits_profile_predictions_loss: 142.2415 - logcount_predictions_loss: 0.4551 78/2196 [>.............................] - ETA: 5:31 - loss: 143.0292 - logits_profile_predictions_loss: 142.2555 - logcount_predictions_loss: 0.4551 79/2196 [>.............................] - ETA: 5:31 - loss: 143.0456 - logits_profile_predictions_loss: 142.2720 - logcount_predictions_loss: 0.4550 80/2196 [>.............................] - ETA: 5:31 - loss: 143.0622 - logits_profile_predictions_loss: 142.2887 - logcount_predictions_loss: 0.4550 81/2196 [>.............................] - ETA: 5:31 - loss: 143.0813 - logits_profile_predictions_loss: 142.3078 - logcount_predictions_loss: 0.4550 82/2196 [>.............................] - ETA: 5:31 - loss: 143.0953 - logits_profile_predictions_loss: 142.3219 - logcount_predictions_loss: 0.4549 83/2196 [>.............................] - ETA: 5:31 - loss: 143.1051 - logits_profile_predictions_loss: 142.3318 - logcount_predictions_loss: 0.4549 84/2196 [>.............................] - ETA: 5:30 - loss: 143.1129 - logits_profile_predictions_loss: 142.3396 - logcount_predictions_loss: 0.4548 85/2196 [>.............................] - ETA: 5:30 - loss: 143.1157 - logits_profile_predictions_loss: 142.3425 - logcount_predictions_loss: 0.4548 86/2196 [>.............................] - ETA: 5:30 - loss: 143.1211 - logits_profile_predictions_loss: 142.3481 - logcount_predictions_loss: 0.4547 87/2196 [>.............................] - ETA: 5:30 - loss: 143.1252 - logits_profile_predictions_loss: 142.3522 - logcount_predictions_loss: 0.4547 88/2196 [>.............................] - ETA: 5:30 - loss: 143.1311 - logits_profile_predictions_loss: 142.3583 - logcount_predictions_loss: 0.4546 89/2196 [>.............................] - ETA: 5:30 - loss: 143.1370 - logits_profile_predictions_loss: 142.3642 - logcount_predictions_loss: 0.4546 90/2196 [>.............................] - ETA: 5:30 - loss: 143.1432 - logits_profile_predictions_loss: 142.3705 - logcount_predictions_loss: 0.4545 91/2196 [>.............................] - ETA: 5:29 - loss: 143.1499 - logits_profile_predictions_loss: 142.3772 - logcount_predictions_loss: 0.4545 92/2196 [>.............................] - ETA: 5:29 - loss: 143.1581 - logits_profile_predictions_loss: 142.3855 - logcount_predictions_loss: 0.4544 93/2196 [>.............................] - ETA: 5:29 - loss: 143.1644 - logits_profile_predictions_loss: 142.3919 - logcount_predictions_loss: 0.4544 94/2196 [>.............................] - ETA: 5:29 - loss: 143.1712 - logits_profile_predictions_loss: 142.3988 - logcount_predictions_loss: 0.4543 95/2196 [>.............................] - ETA: 5:29 - loss: 143.1753 - logits_profile_predictions_loss: 142.4030 - logcount_predictions_loss: 0.4543 96/2196 [>.............................] - ETA: 5:29 - loss: 143.1789 - logits_profile_predictions_loss: 142.4067 - logcount_predictions_loss: 0.4542 97/2196 [>.............................] - ETA: 5:29 - loss: 143.1867 - logits_profile_predictions_loss: 142.4146 - logcount_predictions_loss: 0.4542 98/2196 [>.............................] - ETA: 5:28 - loss: 143.1939 - logits_profile_predictions_loss: 142.4218 - logcount_predictions_loss: 0.4542 99/2196 [>.............................] - ETA: 5:28 - loss: 143.2001 - logits_profile_predictions_loss: 142.4281 - logcount_predictions_loss: 0.4541 100/2196 [>.............................] - ETA: 5:28 - loss: 143.2059 - logits_profile_predictions_loss: 142.4339 - logcount_predictions_loss: 0.4541 101/2196 [>.............................] - ETA: 5:28 - loss: 143.2125 - logits_profile_predictions_loss: 142.4405 - logcount_predictions_loss: 0.4541 102/2196 [>.............................] - ETA: 5:28 - loss: 143.2161 - logits_profile_predictions_loss: 142.4441 - logcount_predictions_loss: 0.4541 103/2196 [>.............................] - ETA: 5:28 - loss: 143.2206 - logits_profile_predictions_loss: 142.4487 - logcount_predictions_loss: 0.4541 104/2196 [>.............................] - ETA: 5:27 - loss: 143.2253 - logits_profile_predictions_loss: 142.4535 - logcount_predictions_loss: 0.4540 105/2196 [>.............................] - ETA: 5:27 - loss: 143.2320 - logits_profile_predictions_loss: 142.4603 - logcount_predictions_loss: 0.4540 106/2196 [>.............................] - ETA: 5:27 - loss: 143.2377 - logits_profile_predictions_loss: 142.4660 - logcount_predictions_loss: 0.4539 107/2196 [>.............................] - ETA: 5:27 - loss: 143.2427 - logits_profile_predictions_loss: 142.4710 - logcount_predictions_loss: 0.4539 108/2196 [>.............................] - ETA: 5:27 - loss: 143.2508 - logits_profile_predictions_loss: 142.4791 - logcount_predictions_loss: 0.4539 109/2196 [>.............................] - ETA: 5:27 - loss: 143.2587 - logits_profile_predictions_loss: 142.4871 - logcount_predictions_loss: 0.4539 110/2196 [>.............................] - ETA: 5:27 - loss: 143.2672 - logits_profile_predictions_loss: 142.4956 - logcount_predictions_loss: 0.4539 111/2196 [>.............................] - ETA: 5:26 - loss: 143.2758 - logits_profile_predictions_loss: 142.5042 - logcount_predictions_loss: 0.4539 112/2196 [>.............................] - ETA: 5:26 - loss: 143.2848 - logits_profile_predictions_loss: 142.5132 - logcount_predictions_loss: 0.4539 113/2196 [>.............................] - ETA: 5:26 - loss: 143.2924 - logits_profile_predictions_loss: 142.5207 - logcount_predictions_loss: 0.4539 114/2196 [>.............................] - ETA: 5:26 - loss: 143.3001 - logits_profile_predictions_loss: 142.5285 - logcount_predictions_loss: 0.4539 115/2196 [>.............................] - ETA: 5:26 - loss: 143.3072 - logits_profile_predictions_loss: 142.5355 - logcount_predictions_loss: 0.4539 116/2196 [>.............................] - ETA: 5:26 - loss: 143.3144 - logits_profile_predictions_loss: 142.5427 - logcount_predictions_loss: 0.4539 117/2196 [>.............................] - ETA: 5:25 - loss: 143.3220 - logits_profile_predictions_loss: 142.5502 - logcount_predictions_loss: 0.4540 118/2196 [>.............................] - ETA: 5:25 - loss: 143.3311 - logits_profile_predictions_loss: 142.5593 - logcount_predictions_loss: 0.4540 119/2196 [>.............................] - ETA: 5:25 - loss: 143.3408 - logits_profile_predictions_loss: 142.5689 - logcount_predictions_loss: 0.4540 120/2196 [>.............................] - ETA: 5:25 - loss: 143.3498 - logits_profile_predictions_loss: 142.5779 - logcount_predictions_loss: 0.4541 121/2196 [>.............................] - ETA: 5:25 - loss: 143.3569 - logits_profile_predictions_loss: 142.5850 - logcount_predictions_loss: 0.4541 122/2196 [>.............................] - ETA: 5:25 - loss: 143.3636 - logits_profile_predictions_loss: 142.5917 - logcount_predictions_loss: 0.4541 123/2196 [>.............................] - ETA: 5:25 - loss: 143.3730 - logits_profile_predictions_loss: 142.6010 - logcount_predictions_loss: 0.4541 124/2196 [>.............................] - ETA: 5:24 - loss: 143.3819 - logits_profile_predictions_loss: 142.6098 - logcount_predictions_loss: 0.4541 125/2196 [>.............................] - ETA: 5:24 - loss: 143.3904 - logits_profile_predictions_loss: 142.6183 - logcount_predictions_loss: 0.4542 126/2196 [>.............................] - ETA: 5:24 - loss: 143.3991 - logits_profile_predictions_loss: 142.6269 - logcount_predictions_loss: 0.4542 127/2196 [>.............................] - ETA: 5:24 - loss: 143.4064 - logits_profile_predictions_loss: 142.6342 - logcount_predictions_loss: 0.4542 128/2196 [>.............................] - ETA: 5:24 - loss: 143.4130 - logits_profile_predictions_loss: 142.6407 - logcount_predictions_loss: 0.4543 129/2196 [>.............................] - ETA: 5:24 - loss: 143.4201 - logits_profile_predictions_loss: 142.6478 - logcount_predictions_loss: 0.4543 130/2196 [>.............................] - ETA: 5:23 - loss: 143.4277 - logits_profile_predictions_loss: 142.6553 - logcount_predictions_loss: 0.4543 131/2196 [>.............................] - ETA: 5:23 - loss: 143.4343 - logits_profile_predictions_loss: 142.6619 - logcount_predictions_loss: 0.4543 132/2196 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[=>............................] - ETA: 5:13 - loss: 143.5334 - logits_profile_predictions_loss: 142.7630 - logcount_predictions_loss: 0.4532 198/2196 [=>............................] - ETA: 5:13 - loss: 143.5325 - logits_profile_predictions_loss: 142.7621 - logcount_predictions_loss: 0.4532 199/2196 [=>............................] - ETA: 5:13 - loss: 143.5314 - logits_profile_predictions_loss: 142.7610 - logcount_predictions_loss: 0.4532 200/2196 [=>............................] - ETA: 5:13 - loss: 143.5304 - logits_profile_predictions_loss: 142.7600 - logcount_predictions_loss: 0.4531 201/2196 [=>............................] - ETA: 5:13 - loss: 143.5297 - logits_profile_predictions_loss: 142.7594 - logcount_predictions_loss: 0.4531 202/2196 [=>............................] - ETA: 5:12 - loss: 143.5283 - logits_profile_predictions_loss: 142.7580 - logcount_predictions_loss: 0.4531 203/2196 [=>............................] - ETA: 5:12 - loss: 143.5269 - 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logits_profile_predictions_loss: 141.7107 - logcount_predictions_loss: 0.4473 2194/2196 [============================>.] - ETA: 0s - loss: 142.4711 - logits_profile_predictions_loss: 141.7107 - logcount_predictions_loss: 0.4473 2195/2196 [============================>.] - ETA: 0s - loss: 142.4711 - logits_profile_predictions_loss: 141.7108 - logcount_predictions_loss: 0.4473 2196/2196 [==============================] - ETA: 0s - loss: 142.4712 - logits_profile_predictions_loss: 141.7108 - logcount_predictions_loss: 0.4473 2196/2196 [==============================] - 362s 165ms/step - loss: 142.4712 - logits_profile_predictions_loss: 141.7108 - logcount_predictions_loss: 0.4473 - val_loss: 150.8297 - val_logits_profile_predictions_loss: 150.0796 - val_logcount_predictions_loss: 0.4413 Epoch 00009: val_loss improved from 151.06216 to 150.82967, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 10/50 1/2196 [..............................] - ETA: 8:42 - loss: 114.3506 - logits_profile_predictions_loss: 113.5215 - logcount_predictions_loss: 0.4877 2/2196 [..............................] - ETA: 6:11 - loss: 117.7015 - logits_profile_predictions_loss: 116.9716 - logcount_predictions_loss: 0.4293 3/2196 [..............................] - ETA: 5:57 - loss: 117.7302 - logits_profile_predictions_loss: 117.0201 - logcount_predictions_loss: 0.4177 4/2196 [..............................] - ETA: 5:52 - loss: 118.3103 - logits_profile_predictions_loss: 117.6046 - logcount_predictions_loss: 0.4151 5/2196 [..............................] - ETA: 5:49 - loss: 119.0411 - logits_profile_predictions_loss: 118.3520 - logcount_predictions_loss: 0.4053 6/2196 [..............................] - ETA: 5:48 - loss: 120.4337 - logits_profile_predictions_loss: 119.7517 - logcount_predictions_loss: 0.4012 7/2196 [..............................] - ETA: 5:46 - loss: 122.4156 - 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[===========================>..] - ETA: 12s - loss: 142.0608 - logits_profile_predictions_loss: 141.3218 - logcount_predictions_loss: 0.4347 2116/2196 [===========================>..] - ETA: 12s - loss: 142.0610 - logits_profile_predictions_loss: 141.3219 - logcount_predictions_loss: 0.4347 2117/2196 [===========================>..] - ETA: 12s - loss: 142.0611 - logits_profile_predictions_loss: 141.3221 - logcount_predictions_loss: 0.4347 2118/2196 [===========================>..] - ETA: 12s - loss: 142.0613 - logits_profile_predictions_loss: 141.3223 - logcount_predictions_loss: 0.4347 2119/2196 [===========================>..] - ETA: 12s - loss: 142.0615 - logits_profile_predictions_loss: 141.3225 - logcount_predictions_loss: 0.4347 2120/2196 [===========================>..] - ETA: 11s - loss: 142.0617 - logits_profile_predictions_loss: 141.3227 - logcount_predictions_loss: 0.4347 2121/2196 [===========================>..] - ETA: 11s - loss: 142.0618 - 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[============================>.] - ETA: 5s - loss: 142.0686 - logits_profile_predictions_loss: 141.3296 - logcount_predictions_loss: 0.4347 2162/2196 [============================>.] - ETA: 5s - loss: 142.0688 - logits_profile_predictions_loss: 141.3298 - logcount_predictions_loss: 0.4347 2163/2196 [============================>.] - ETA: 5s - loss: 142.0689 - logits_profile_predictions_loss: 141.3299 - logcount_predictions_loss: 0.4347 2164/2196 [============================>.] - ETA: 5s - loss: 142.0691 - logits_profile_predictions_loss: 141.3301 - logcount_predictions_loss: 0.4347 2165/2196 [============================>.] - ETA: 4s - loss: 142.0693 - logits_profile_predictions_loss: 141.3303 - logcount_predictions_loss: 0.4347 2166/2196 [============================>.] - ETA: 4s - loss: 142.0694 - logits_profile_predictions_loss: 141.3305 - logcount_predictions_loss: 0.4347 2167/2196 [============================>.] - ETA: 4s - loss: 142.0696 - logits_profile_predictions_loss: 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2181/2196 [============================>.] - ETA: 2s - loss: 142.0720 - logits_profile_predictions_loss: 141.3330 - logcount_predictions_loss: 0.4347 2182/2196 [============================>.] - ETA: 2s - loss: 142.0722 - logits_profile_predictions_loss: 141.3332 - logcount_predictions_loss: 0.4347 2183/2196 [============================>.] - ETA: 2s - loss: 142.0723 - logits_profile_predictions_loss: 141.3334 - logcount_predictions_loss: 0.4347 2184/2196 [============================>.] - ETA: 1s - loss: 142.0725 - logits_profile_predictions_loss: 141.3335 - logcount_predictions_loss: 0.4347 2185/2196 [============================>.] - ETA: 1s - loss: 142.0727 - logits_profile_predictions_loss: 141.3337 - logcount_predictions_loss: 0.4347 2186/2196 [============================>.] - ETA: 1s - loss: 142.0728 - logits_profile_predictions_loss: 141.3339 - logcount_predictions_loss: 0.4347 2187/2196 [============================>.] - ETA: 1s - loss: 142.0730 - logits_profile_predictions_loss: 141.3340 - logcount_predictions_loss: 0.4347 2188/2196 [============================>.] - ETA: 1s - loss: 142.0732 - logits_profile_predictions_loss: 141.3342 - logcount_predictions_loss: 0.4347 2189/2196 [============================>.] - ETA: 1s - loss: 142.0733 - logits_profile_predictions_loss: 141.3343 - logcount_predictions_loss: 0.4347 2190/2196 [============================>.] - ETA: 0s - loss: 142.0735 - logits_profile_predictions_loss: 141.3345 - logcount_predictions_loss: 0.4347 2191/2196 [============================>.] - ETA: 0s - loss: 142.0737 - logits_profile_predictions_loss: 141.3347 - logcount_predictions_loss: 0.4347 2192/2196 [============================>.] - ETA: 0s - loss: 142.0738 - logits_profile_predictions_loss: 141.3349 - logcount_predictions_loss: 0.4347 2193/2196 [============================>.] - ETA: 0s - loss: 142.0740 - logits_profile_predictions_loss: 141.3350 - logcount_predictions_loss: 0.4347 2194/2196 [============================>.] - ETA: 0s - loss: 142.0742 - logits_profile_predictions_loss: 141.3352 - logcount_predictions_loss: 0.4347 2195/2196 [============================>.] - ETA: 0s - loss: 142.0743 - logits_profile_predictions_loss: 141.3354 - logcount_predictions_loss: 0.4347 2196/2196 [==============================] - ETA: 0s - loss: 142.0745 - logits_profile_predictions_loss: 141.3355 - logcount_predictions_loss: 0.4347 2196/2196 [==============================] - 362s 165ms/step - loss: 142.0747 - logits_profile_predictions_loss: 141.3357 - logcount_predictions_loss: 0.4347 - val_loss: 151.7044 - val_logits_profile_predictions_loss: 150.9807 - val_logcount_predictions_loss: 0.4257 Epoch 00010: val_loss did not improve from 150.82967 Epoch 11/50 1/2196 [..............................] - ETA: 8:42 - loss: 106.3609 - logits_profile_predictions_loss: 105.6509 - logcount_predictions_loss: 0.4176 2/2196 [..............................] - ETA: 5:44 - loss: 124.4090 - logits_profile_predictions_loss: 123.6962 - logcount_predictions_loss: 0.4192 3/2196 [..............................] - ETA: 5:42 - loss: 130.9344 - logits_profile_predictions_loss: 130.2155 - logcount_predictions_loss: 0.4229 4/2196 [..............................] - ETA: 5:43 - loss: 133.4533 - logits_profile_predictions_loss: 132.7363 - logcount_predictions_loss: 0.4218 5/2196 [..............................] - ETA: 5:43 - loss: 134.1515 - logits_profile_predictions_loss: 133.4347 - logcount_predictions_loss: 0.4217 6/2196 [..............................] - ETA: 5:43 - loss: 135.0636 - logits_profile_predictions_loss: 134.3489 - logcount_predictions_loss: 0.4204 7/2196 [..............................] - ETA: 5:43 - loss: 135.8830 - logits_profile_predictions_loss: 135.1622 - logcount_predictions_loss: 0.4240 8/2196 [..............................] - ETA: 5:43 - loss: 136.8093 - logits_profile_predictions_loss: 136.0817 - logcount_predictions_loss: 0.4280 9/2196 [..............................] - ETA: 5:42 - loss: 137.3197 - logits_profile_predictions_loss: 136.5915 - logcount_predictions_loss: 0.4284 10/2196 [..............................] - ETA: 5:42 - loss: 137.5987 - logits_profile_predictions_loss: 136.8704 - logcount_predictions_loss: 0.4284 11/2196 [..............................] - ETA: 5:42 - loss: 137.7884 - logits_profile_predictions_loss: 137.0620 - logcount_predictions_loss: 0.4273 12/2196 [..............................] - ETA: 5:42 - loss: 138.1156 - logits_profile_predictions_loss: 137.3888 - logcount_predictions_loss: 0.4275 13/2196 [..............................] - ETA: 5:42 - loss: 138.0670 - logits_profile_predictions_loss: 137.3416 - logcount_predictions_loss: 0.4267 14/2196 [..............................] - ETA: 5:42 - loss: 137.8785 - logits_profile_predictions_loss: 137.1552 - logcount_predictions_loss: 0.4255 15/2196 [..............................] - ETA: 5:42 - loss: 137.7330 - logits_profile_predictions_loss: 137.0126 - logcount_predictions_loss: 0.4238 16/2196 [..............................] - ETA: 5:42 - loss: 137.5894 - logits_profile_predictions_loss: 136.8715 - logcount_predictions_loss: 0.4223 17/2196 [..............................] - ETA: 5:41 - loss: 137.5147 - logits_profile_predictions_loss: 136.7992 - logcount_predictions_loss: 0.4209 18/2196 [..............................] - ETA: 5:41 - loss: 137.4326 - logits_profile_predictions_loss: 136.7196 - logcount_predictions_loss: 0.4194 19/2196 [..............................] - ETA: 5:41 - loss: 137.3071 - logits_profile_predictions_loss: 136.5959 - logcount_predictions_loss: 0.4184 20/2196 [..............................] - ETA: 5:41 - loss: 137.1897 - logits_profile_predictions_loss: 136.4795 - logcount_predictions_loss: 0.4178 21/2196 [..............................] - ETA: 5:41 - loss: 137.1816 - logits_profile_predictions_loss: 136.4720 - logcount_predictions_loss: 0.4174 22/2196 [..............................] - ETA: 5:41 - loss: 137.2333 - logits_profile_predictions_loss: 136.5235 - logcount_predictions_loss: 0.4175 23/2196 [..............................] - ETA: 5:41 - loss: 137.2773 - logits_profile_predictions_loss: 136.5678 - logcount_predictions_loss: 0.4173 24/2196 [..............................] - ETA: 5:41 - loss: 137.3304 - logits_profile_predictions_loss: 136.6214 - logcount_predictions_loss: 0.4171 25/2196 [..............................] - ETA: 5:40 - loss: 137.3698 - logits_profile_predictions_loss: 136.6610 - logcount_predictions_loss: 0.4169 26/2196 [..............................] - ETA: 5:40 - loss: 137.4067 - logits_profile_predictions_loss: 136.6983 - logcount_predictions_loss: 0.4167 27/2196 [..............................] - ETA: 5:40 - loss: 137.4554 - logits_profile_predictions_loss: 136.7475 - logcount_predictions_loss: 0.4164 28/2196 [..............................] - ETA: 5:40 - loss: 137.4765 - logits_profile_predictions_loss: 136.7693 - logcount_predictions_loss: 0.4160 29/2196 [..............................] - ETA: 5:40 - loss: 137.4586 - logits_profile_predictions_loss: 136.7520 - logcount_predictions_loss: 0.4156 30/2196 [..............................] - ETA: 5:40 - loss: 137.4549 - logits_profile_predictions_loss: 136.7489 - logcount_predictions_loss: 0.4153 31/2196 [..............................] - ETA: 5:40 - loss: 137.4515 - logits_profile_predictions_loss: 136.7462 - logcount_predictions_loss: 0.4149 32/2196 [..............................] - ETA: 5:39 - loss: 137.4512 - logits_profile_predictions_loss: 136.7468 - logcount_predictions_loss: 0.4143 33/2196 [..............................] - ETA: 5:39 - loss: 137.4471 - logits_profile_predictions_loss: 136.7436 - logcount_predictions_loss: 0.4138 34/2196 [..............................] - ETA: 5:39 - loss: 137.4304 - logits_profile_predictions_loss: 136.7277 - logcount_predictions_loss: 0.4133 35/2196 [..............................] - ETA: 5:39 - loss: 137.4196 - logits_profile_predictions_loss: 136.7179 - logcount_predictions_loss: 0.4128 36/2196 [..............................] - ETA: 5:39 - loss: 137.4115 - logits_profile_predictions_loss: 136.7107 - logcount_predictions_loss: 0.4123 37/2196 [..............................] - ETA: 5:38 - loss: 137.4043 - logits_profile_predictions_loss: 136.7043 - logcount_predictions_loss: 0.4118 38/2196 [..............................] - ETA: 5:38 - loss: 137.3937 - logits_profile_predictions_loss: 136.6946 - logcount_predictions_loss: 0.4112 39/2196 [..............................] - ETA: 5:38 - loss: 137.3811 - logits_profile_predictions_loss: 136.6830 - logcount_predictions_loss: 0.4107 40/2196 [..............................] - ETA: 5:38 - loss: 137.3480 - logits_profile_predictions_loss: 136.6508 - logcount_predictions_loss: 0.4102 41/2196 [..............................] - ETA: 5:38 - loss: 137.3287 - logits_profile_predictions_loss: 136.6321 - logcount_predictions_loss: 0.4097 42/2196 [..............................] - ETA: 5:38 - loss: 137.3173 - logits_profile_predictions_loss: 136.6215 - logcount_predictions_loss: 0.4093 43/2196 [..............................] - ETA: 5:37 - loss: 137.2981 - logits_profile_predictions_loss: 136.6028 - logcount_predictions_loss: 0.4090 44/2196 [..............................] - ETA: 5:37 - loss: 137.2748 - logits_profile_predictions_loss: 136.5802 - logcount_predictions_loss: 0.4086 45/2196 [..............................] - ETA: 5:37 - loss: 137.2615 - logits_profile_predictions_loss: 136.5674 - logcount_predictions_loss: 0.4083 46/2196 [..............................] - ETA: 5:37 - loss: 137.2466 - logits_profile_predictions_loss: 136.5530 - logcount_predictions_loss: 0.4080 47/2196 [..............................] - ETA: 5:37 - loss: 137.2437 - logits_profile_predictions_loss: 136.5505 - logcount_predictions_loss: 0.4078 48/2196 [..............................] - ETA: 5:37 - loss: 137.2354 - logits_profile_predictions_loss: 136.5425 - logcount_predictions_loss: 0.4076 49/2196 [..............................] - ETA: 5:37 - loss: 137.2312 - logits_profile_predictions_loss: 136.5386 - logcount_predictions_loss: 0.4074 50/2196 [..............................] - ETA: 5:36 - loss: 137.2357 - logits_profile_predictions_loss: 136.5435 - logcount_predictions_loss: 0.4072 51/2196 [..............................] - ETA: 5:36 - loss: 137.2449 - logits_profile_predictions_loss: 136.5529 - logcount_predictions_loss: 0.4070 52/2196 [..............................] - ETA: 5:36 - loss: 137.2486 - logits_profile_predictions_loss: 136.5568 - logcount_predictions_loss: 0.4069 53/2196 [..............................] - ETA: 5:36 - loss: 137.2629 - logits_profile_predictions_loss: 136.5713 - logcount_predictions_loss: 0.4068 54/2196 [..............................] - ETA: 5:36 - loss: 137.2803 - logits_profile_predictions_loss: 136.5889 - logcount_predictions_loss: 0.4067 55/2196 [..............................] - ETA: 5:36 - 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[===>..........................] - ETA: 4:49 - loss: 138.2928 - logits_profile_predictions_loss: 137.6044 - logcount_predictions_loss: 0.4049 356/2196 [===>..........................] - ETA: 4:49 - loss: 138.2983 - logits_profile_predictions_loss: 137.6098 - logcount_predictions_loss: 0.4050 357/2196 [===>..........................] - ETA: 4:49 - loss: 138.3036 - logits_profile_predictions_loss: 137.6152 - logcount_predictions_loss: 0.4050 358/2196 [===>..........................] - ETA: 4:49 - loss: 138.3091 - logits_profile_predictions_loss: 137.6206 - logcount_predictions_loss: 0.4050 359/2196 [===>..........................] - ETA: 4:48 - loss: 138.3142 - logits_profile_predictions_loss: 137.6256 - logcount_predictions_loss: 0.4050 360/2196 [===>..........................] - ETA: 4:48 - loss: 138.3192 - logits_profile_predictions_loss: 137.6306 - logcount_predictions_loss: 0.4050 361/2196 [===>..........................] - ETA: 4:48 - loss: 138.3240 - logits_profile_predictions_loss: 137.6354 - logcount_predictions_loss: 0.4051 362/2196 [===>..........................] - ETA: 4:48 - loss: 138.3288 - logits_profile_predictions_loss: 137.6401 - logcount_predictions_loss: 0.4051 363/2196 [===>..........................] - ETA: 4:48 - loss: 138.3336 - logits_profile_predictions_loss: 137.6449 - logcount_predictions_loss: 0.4051 364/2196 [===>..........................] - ETA: 4:48 - loss: 138.3382 - logits_profile_predictions_loss: 137.6494 - logcount_predictions_loss: 0.4051 365/2196 [===>..........................] - ETA: 4:48 - loss: 138.3426 - logits_profile_predictions_loss: 137.6538 - logcount_predictions_loss: 0.4051 366/2196 [====>.........................] - ETA: 4:47 - loss: 138.3468 - logits_profile_predictions_loss: 137.6580 - logcount_predictions_loss: 0.4052 367/2196 [====>.........................] - ETA: 4:47 - loss: 138.3508 - logits_profile_predictions_loss: 137.6620 - logcount_predictions_loss: 0.4052 368/2196 [====>.........................] - ETA: 4:47 - loss: 138.3547 - logits_profile_predictions_loss: 137.6659 - logcount_predictions_loss: 0.4052 369/2196 [====>.........................] - ETA: 4:47 - loss: 138.3587 - logits_profile_predictions_loss: 137.6699 - logcount_predictions_loss: 0.4052 370/2196 [====>.........................] - ETA: 4:47 - loss: 138.3626 - logits_profile_predictions_loss: 137.6737 - logcount_predictions_loss: 0.4052 371/2196 [====>.........................] - ETA: 4:47 - loss: 138.3665 - logits_profile_predictions_loss: 137.6775 - logcount_predictions_loss: 0.4053 372/2196 [====>.........................] - ETA: 4:46 - loss: 138.3705 - logits_profile_predictions_loss: 137.6815 - logcount_predictions_loss: 0.4053 373/2196 [====>.........................] - ETA: 4:46 - loss: 138.3747 - logits_profile_predictions_loss: 137.6857 - logcount_predictions_loss: 0.4053 374/2196 [====>.........................] - ETA: 4:46 - loss: 138.3791 - 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[====>.........................] - ETA: 4:45 - loss: 138.4079 - logits_profile_predictions_loss: 137.7185 - logcount_predictions_loss: 0.4055 382/2196 [====>.........................] - ETA: 4:45 - loss: 138.4117 - logits_profile_predictions_loss: 137.7223 - logcount_predictions_loss: 0.4055 383/2196 [====>.........................] - ETA: 4:45 - loss: 138.4153 - logits_profile_predictions_loss: 137.7259 - logcount_predictions_loss: 0.4055 384/2196 [====>.........................] - ETA: 4:45 - loss: 138.4191 - logits_profile_predictions_loss: 137.7296 - logcount_predictions_loss: 0.4055 385/2196 [====>.........................] - ETA: 4:44 - loss: 138.4228 - logits_profile_predictions_loss: 137.7333 - logcount_predictions_loss: 0.4056 386/2196 [====>.........................] - ETA: 4:44 - loss: 138.4264 - logits_profile_predictions_loss: 137.7369 - logcount_predictions_loss: 0.4056 387/2196 [====>.........................] - ETA: 4:44 - loss: 138.4300 - 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[====>.........................] - ETA: 4:41 - loss: 138.5045 - logits_profile_predictions_loss: 137.8142 - logcount_predictions_loss: 0.4060 408/2196 [====>.........................] - ETA: 4:41 - loss: 138.5082 - logits_profile_predictions_loss: 137.8179 - logcount_predictions_loss: 0.4060 409/2196 [====>.........................] - ETA: 4:41 - loss: 138.5117 - logits_profile_predictions_loss: 137.8214 - logcount_predictions_loss: 0.4061 410/2196 [====>.........................] - ETA: 4:40 - loss: 138.5151 - logits_profile_predictions_loss: 137.8247 - logcount_predictions_loss: 0.4061 411/2196 [====>.........................] - ETA: 4:40 - loss: 138.5186 - logits_profile_predictions_loss: 137.8282 - logcount_predictions_loss: 0.4061 412/2196 [====>.........................] - ETA: 4:40 - loss: 138.5221 - logits_profile_predictions_loss: 137.8317 - logcount_predictions_loss: 0.4061 413/2196 [====>.........................] - ETA: 4:40 - loss: 138.5257 - 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[====>.........................] - ETA: 4:37 - loss: 138.5914 - logits_profile_predictions_loss: 137.9002 - logcount_predictions_loss: 0.4066 434/2196 [====>.........................] - ETA: 4:37 - loss: 138.5947 - logits_profile_predictions_loss: 137.9035 - logcount_predictions_loss: 0.4066 435/2196 [====>.........................] - ETA: 4:37 - loss: 138.5980 - logits_profile_predictions_loss: 137.9067 - logcount_predictions_loss: 0.4066 436/2196 [====>.........................] - ETA: 4:36 - loss: 138.6015 - logits_profile_predictions_loss: 137.9101 - logcount_predictions_loss: 0.4067 437/2196 [====>.........................] - ETA: 4:36 - loss: 138.6052 - logits_profile_predictions_loss: 137.9138 - logcount_predictions_loss: 0.4067 438/2196 [====>.........................] - ETA: 4:36 - loss: 138.6089 - logits_profile_predictions_loss: 137.9175 - logcount_predictions_loss: 0.4067 439/2196 [====>.........................] - ETA: 4:36 - loss: 138.6127 - 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[=====>........................] - ETA: 4:35 - loss: 138.6404 - logits_profile_predictions_loss: 137.9487 - logcount_predictions_loss: 0.4069 447/2196 [=====>........................] - ETA: 4:35 - loss: 138.6444 - logits_profile_predictions_loss: 137.9527 - logcount_predictions_loss: 0.4069 448/2196 [=====>........................] - ETA: 4:34 - loss: 138.6484 - logits_profile_predictions_loss: 137.9567 - logcount_predictions_loss: 0.4069 449/2196 [=====>........................] - ETA: 4:34 - loss: 138.6527 - logits_profile_predictions_loss: 137.9609 - logcount_predictions_loss: 0.4069 450/2196 [=====>........................] - ETA: 4:34 - loss: 138.6571 - logits_profile_predictions_loss: 137.9652 - logcount_predictions_loss: 0.4069 451/2196 [=====>........................] - ETA: 4:34 - loss: 138.6615 - logits_profile_predictions_loss: 137.9696 - logcount_predictions_loss: 0.4070 452/2196 [=====>........................] - ETA: 4:34 - loss: 138.6658 - 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140.2649 - logcount_predictions_loss: 0.4197 2143/2196 [============================>.] - ETA: 8s - loss: 140.9789 - logits_profile_predictions_loss: 140.2652 - logcount_predictions_loss: 0.4197 2144/2196 [============================>.] - ETA: 8s - loss: 140.9793 - logits_profile_predictions_loss: 140.2656 - logcount_predictions_loss: 0.4198 2145/2196 [============================>.] - ETA: 8s - loss: 140.9797 - logits_profile_predictions_loss: 140.2660 - logcount_predictions_loss: 0.4198 2146/2196 [============================>.] - ETA: 7s - loss: 140.9801 - logits_profile_predictions_loss: 140.2664 - logcount_predictions_loss: 0.4198 2147/2196 [============================>.] - ETA: 7s - loss: 140.9805 - logits_profile_predictions_loss: 140.2668 - logcount_predictions_loss: 0.4198 2148/2196 [============================>.] - ETA: 7s - loss: 140.9808 - logits_profile_predictions_loss: 140.2672 - logcount_predictions_loss: 0.4198 2149/2196 [============================>.] - ETA: 7s - loss: 140.9812 - logits_profile_predictions_loss: 140.2676 - logcount_predictions_loss: 0.4198 2150/2196 [============================>.] - ETA: 7s - loss: 140.9816 - logits_profile_predictions_loss: 140.2680 - logcount_predictions_loss: 0.4198 2151/2196 [============================>.] - ETA: 7s - loss: 140.9820 - logits_profile_predictions_loss: 140.2684 - logcount_predictions_loss: 0.4198 2152/2196 [============================>.] - ETA: 6s - loss: 140.9824 - logits_profile_predictions_loss: 140.2688 - logcount_predictions_loss: 0.4198 2153/2196 [============================>.] - ETA: 6s - loss: 140.9828 - logits_profile_predictions_loss: 140.2691 - logcount_predictions_loss: 0.4198 2154/2196 [============================>.] - ETA: 6s - loss: 140.9832 - logits_profile_predictions_loss: 140.2695 - logcount_predictions_loss: 0.4198 2155/2196 [============================>.] - ETA: 6s - loss: 140.9836 - logits_profile_predictions_loss: 140.2699 - logcount_predictions_loss: 0.4198 2156/2196 [============================>.] - ETA: 6s - loss: 140.9840 - logits_profile_predictions_loss: 140.2703 - logcount_predictions_loss: 0.4198 2157/2196 [============================>.] - ETA: 6s - loss: 140.9845 - logits_profile_predictions_loss: 140.2708 - logcount_predictions_loss: 0.4198 2158/2196 [============================>.] - ETA: 6s - loss: 140.9849 - logits_profile_predictions_loss: 140.2712 - logcount_predictions_loss: 0.4198 2159/2196 [============================>.] - ETA: 5s - loss: 140.9853 - logits_profile_predictions_loss: 140.2715 - logcount_predictions_loss: 0.4198 2160/2196 [============================>.] - ETA: 5s - loss: 140.9856 - logits_profile_predictions_loss: 140.2719 - logcount_predictions_loss: 0.4198 2161/2196 [============================>.] - ETA: 5s - loss: 140.9860 - logits_profile_predictions_loss: 140.2723 - logcount_predictions_loss: 0.4198 2162/2196 [============================>.] - ETA: 5s - loss: 140.9864 - logits_profile_predictions_loss: 140.2727 - logcount_predictions_loss: 0.4198 2163/2196 [============================>.] - ETA: 5s - loss: 140.9868 - logits_profile_predictions_loss: 140.2731 - logcount_predictions_loss: 0.4198 2164/2196 [============================>.] - ETA: 5s - loss: 140.9872 - logits_profile_predictions_loss: 140.2735 - logcount_predictions_loss: 0.4198 2165/2196 [============================>.] - ETA: 4s - loss: 140.9876 - logits_profile_predictions_loss: 140.2739 - logcount_predictions_loss: 0.4198 2166/2196 [============================>.] - ETA: 4s - loss: 140.9880 - logits_profile_predictions_loss: 140.2743 - logcount_predictions_loss: 0.4198 2167/2196 [============================>.] - ETA: 4s - loss: 140.9884 - logits_profile_predictions_loss: 140.2746 - logcount_predictions_loss: 0.4198 2168/2196 [============================>.] - ETA: 4s - loss: 140.9888 - logits_profile_predictions_loss: 140.2750 - logcount_predictions_loss: 0.4198 2169/2196 [============================>.] - ETA: 4s - loss: 140.9892 - logits_profile_predictions_loss: 140.2754 - logcount_predictions_loss: 0.4198 2170/2196 [============================>.] - ETA: 4s - loss: 140.9896 - logits_profile_predictions_loss: 140.2758 - logcount_predictions_loss: 0.4198 2171/2196 [============================>.] - ETA: 3s - loss: 140.9900 - logits_profile_predictions_loss: 140.2762 - logcount_predictions_loss: 0.4198 2172/2196 [============================>.] - ETA: 3s - loss: 140.9903 - logits_profile_predictions_loss: 140.2766 - logcount_predictions_loss: 0.4198 2173/2196 [============================>.] - ETA: 3s - loss: 140.9907 - logits_profile_predictions_loss: 140.2770 - logcount_predictions_loss: 0.4198 2174/2196 [============================>.] - ETA: 3s - loss: 140.9911 - logits_profile_predictions_loss: 140.2774 - logcount_predictions_loss: 0.4198 2175/2196 [============================>.] - ETA: 3s - loss: 140.9915 - logits_profile_predictions_loss: 140.2778 - logcount_predictions_loss: 0.4198 2176/2196 [============================>.] - ETA: 3s - loss: 140.9919 - logits_profile_predictions_loss: 140.2782 - logcount_predictions_loss: 0.4198 2177/2196 [============================>.] - ETA: 3s - loss: 140.9923 - logits_profile_predictions_loss: 140.2785 - logcount_predictions_loss: 0.4198 2178/2196 [============================>.] - ETA: 2s - loss: 140.9927 - logits_profile_predictions_loss: 140.2789 - logcount_predictions_loss: 0.4198 2179/2196 [============================>.] - ETA: 2s - loss: 140.9931 - logits_profile_predictions_loss: 140.2793 - logcount_predictions_loss: 0.4198 2180/2196 [============================>.] - ETA: 2s - loss: 140.9935 - logits_profile_predictions_loss: 140.2797 - logcount_predictions_loss: 0.4198 2181/2196 [============================>.] - ETA: 2s - loss: 140.9939 - logits_profile_predictions_loss: 140.2802 - logcount_predictions_loss: 0.4198 2182/2196 [============================>.] - ETA: 2s - loss: 140.9944 - logits_profile_predictions_loss: 140.2806 - logcount_predictions_loss: 0.4198 2183/2196 [============================>.] - ETA: 2s - loss: 140.9948 - logits_profile_predictions_loss: 140.2810 - logcount_predictions_loss: 0.4198 2184/2196 [============================>.] - ETA: 1s - loss: 140.9952 - logits_profile_predictions_loss: 140.2814 - logcount_predictions_loss: 0.4198 2185/2196 [============================>.] - ETA: 1s - loss: 140.9956 - logits_profile_predictions_loss: 140.2818 - logcount_predictions_loss: 0.4198 2186/2196 [============================>.] - ETA: 1s - loss: 140.9960 - logits_profile_predictions_loss: 140.2822 - logcount_predictions_loss: 0.4198 2187/2196 [============================>.] - ETA: 1s - loss: 140.9964 - logits_profile_predictions_loss: 140.2826 - logcount_predictions_loss: 0.4198 2188/2196 [============================>.] - ETA: 1s - loss: 140.9968 - logits_profile_predictions_loss: 140.2830 - logcount_predictions_loss: 0.4198 2189/2196 [============================>.] - ETA: 1s - loss: 140.9972 - logits_profile_predictions_loss: 140.2834 - logcount_predictions_loss: 0.4199 2190/2196 [============================>.] - ETA: 0s - loss: 140.9976 - logits_profile_predictions_loss: 140.2838 - logcount_predictions_loss: 0.4199 2191/2196 [============================>.] - ETA: 0s - loss: 140.9980 - logits_profile_predictions_loss: 140.2842 - logcount_predictions_loss: 0.4199 2192/2196 [============================>.] - ETA: 0s - loss: 140.9984 - logits_profile_predictions_loss: 140.2846 - logcount_predictions_loss: 0.4199 2193/2196 [============================>.] - ETA: 0s - loss: 140.9988 - logits_profile_predictions_loss: 140.2850 - logcount_predictions_loss: 0.4199 2194/2196 [============================>.] - ETA: 0s - loss: 140.9992 - logits_profile_predictions_loss: 140.2854 - logcount_predictions_loss: 0.4199 2195/2196 [============================>.] - ETA: 0s - loss: 140.9996 - logits_profile_predictions_loss: 140.2858 - logcount_predictions_loss: 0.4199 2196/2196 [==============================] - ETA: 0s - loss: 141.0000 - logits_profile_predictions_loss: 140.2861 - logcount_predictions_loss: 0.4199 2196/2196 [==============================] - 362s 165ms/step - loss: 141.0004 - logits_profile_predictions_loss: 140.2865 - logcount_predictions_loss: 0.4199 - val_loss: 151.7930 - val_logits_profile_predictions_loss: 150.9028 - val_logcount_predictions_loss: 0.5237 Epoch 00011: val_loss did not improve from 150.82967 Epoch 12/50 1/2196 [..............................] - ETA: 8:10 - loss: 131.9966 - logits_profile_predictions_loss: 131.5176 - logcount_predictions_loss: 0.2818 2/2196 [..............................] - ETA: 5:43 - loss: 127.8037 - logits_profile_predictions_loss: 127.3170 - logcount_predictions_loss: 0.2863 3/2196 [..............................] - ETA: 5:43 - loss: 128.7687 - logits_profile_predictions_loss: 128.2616 - logcount_predictions_loss: 0.2983 4/2196 [..............................] - ETA: 5:45 - loss: 129.7254 - logits_profile_predictions_loss: 129.1815 - logcount_predictions_loss: 0.3199 5/2196 [..............................] - ETA: 5:46 - loss: 130.2541 - logits_profile_predictions_loss: 129.6740 - logcount_predictions_loss: 0.3412 6/2196 [..............................] - ETA: 5:45 - loss: 130.4803 - logits_profile_predictions_loss: 129.8850 - logcount_predictions_loss: 0.3502 7/2196 [..............................] - ETA: 5:44 - loss: 131.3819 - logits_profile_predictions_loss: 130.7733 - logcount_predictions_loss: 0.3580 8/2196 [..............................] - ETA: 5:44 - loss: 132.7032 - logits_profile_predictions_loss: 132.0821 - logcount_predictions_loss: 0.3653 9/2196 [..............................] - ETA: 5:44 - loss: 134.0810 - logits_profile_predictions_loss: 133.4512 - logcount_predictions_loss: 0.3705 10/2196 [..............................] - ETA: 5:43 - loss: 135.0952 - logits_profile_predictions_loss: 134.4587 - logcount_predictions_loss: 0.3744 11/2196 [..............................] - ETA: 5:43 - loss: 135.8465 - logits_profile_predictions_loss: 135.2018 - logcount_predictions_loss: 0.3793 12/2196 [..............................] - ETA: 5:43 - loss: 136.2424 - logits_profile_predictions_loss: 135.5889 - logcount_predictions_loss: 0.3844 13/2196 [..............................] - ETA: 5:43 - loss: 136.8044 - logits_profile_predictions_loss: 136.1410 - logcount_predictions_loss: 0.3902 14/2196 [..............................] - ETA: 5:42 - loss: 137.4163 - logits_profile_predictions_loss: 136.7438 - logcount_predictions_loss: 0.3956 15/2196 [..............................] - ETA: 5:42 - loss: 137.9276 - logits_profile_predictions_loss: 137.2475 - logcount_predictions_loss: 0.4000 16/2196 [..............................] - ETA: 5:42 - loss: 138.5957 - logits_profile_predictions_loss: 137.9084 - logcount_predictions_loss: 0.4043 17/2196 [..............................] - ETA: 5:42 - loss: 139.1149 - logits_profile_predictions_loss: 138.4218 - logcount_predictions_loss: 0.4077 18/2196 [..............................] - ETA: 5:41 - loss: 139.5488 - logits_profile_predictions_loss: 138.8500 - logcount_predictions_loss: 0.4111 19/2196 [..............................] - ETA: 5:41 - loss: 139.9825 - logits_profile_predictions_loss: 139.2777 - logcount_predictions_loss: 0.4146 20/2196 [..............................] - ETA: 5:41 - loss: 140.3365 - logits_profile_predictions_loss: 139.6265 - logcount_predictions_loss: 0.4176 21/2196 [..............................] - ETA: 5:41 - loss: 140.5770 - logits_profile_predictions_loss: 139.8627 - logcount_predictions_loss: 0.4202 22/2196 [..............................] - ETA: 5:41 - loss: 140.7577 - logits_profile_predictions_loss: 140.0399 - logcount_predictions_loss: 0.4222 23/2196 [..............................] - ETA: 5:40 - loss: 140.8736 - logits_profile_predictions_loss: 140.1529 - logcount_predictions_loss: 0.4239 24/2196 [..............................] - ETA: 5:40 - loss: 141.0004 - logits_profile_predictions_loss: 140.2771 - logcount_predictions_loss: 0.4254 25/2196 [..............................] - ETA: 5:40 - loss: 141.1695 - logits_profile_predictions_loss: 140.4438 - logcount_predictions_loss: 0.4269 26/2196 [..............................] - ETA: 5:40 - loss: 141.3388 - logits_profile_predictions_loss: 140.6103 - logcount_predictions_loss: 0.4285 27/2196 [..............................] - ETA: 5:40 - loss: 141.4897 - logits_profile_predictions_loss: 140.7590 - logcount_predictions_loss: 0.4298 28/2196 [..............................] - ETA: 5:39 - loss: 141.6620 - logits_profile_predictions_loss: 140.9292 - logcount_predictions_loss: 0.4311 29/2196 [..............................] - ETA: 5:39 - loss: 141.8634 - logits_profile_predictions_loss: 141.1289 - logcount_predictions_loss: 0.4321 30/2196 [..............................] - ETA: 5:39 - loss: 142.0369 - logits_profile_predictions_loss: 141.3007 - logcount_predictions_loss: 0.4330 31/2196 [..............................] - ETA: 5:39 - loss: 142.1819 - logits_profile_predictions_loss: 141.4443 - logcount_predictions_loss: 0.4339 32/2196 [..............................] - ETA: 5:39 - loss: 142.3131 - logits_profile_predictions_loss: 141.5740 - logcount_predictions_loss: 0.4348 33/2196 [..............................] - ETA: 5:39 - loss: 142.4010 - logits_profile_predictions_loss: 141.6606 - logcount_predictions_loss: 0.4355 34/2196 [..............................] - ETA: 5:38 - loss: 142.4755 - logits_profile_predictions_loss: 141.7340 - logcount_predictions_loss: 0.4362 35/2196 [..............................] - ETA: 5:38 - loss: 142.5654 - logits_profile_predictions_loss: 141.8228 - logcount_predictions_loss: 0.4368 36/2196 [..............................] - ETA: 5:38 - loss: 142.6409 - logits_profile_predictions_loss: 141.8975 - logcount_predictions_loss: 0.4373 37/2196 [..............................] - ETA: 5:38 - loss: 142.7042 - logits_profile_predictions_loss: 141.9602 - logcount_predictions_loss: 0.4376 38/2196 [..............................] - ETA: 5:38 - loss: 142.7460 - logits_profile_predictions_loss: 142.0016 - logcount_predictions_loss: 0.4379 39/2196 [..............................] - ETA: 5:38 - loss: 142.7893 - logits_profile_predictions_loss: 142.0446 - logcount_predictions_loss: 0.4381 40/2196 [..............................] - ETA: 5:38 - loss: 142.8404 - logits_profile_predictions_loss: 142.0955 - logcount_predictions_loss: 0.4382 41/2196 [..............................] - ETA: 5:37 - loss: 142.8943 - logits_profile_predictions_loss: 142.1492 - logcount_predictions_loss: 0.4383 42/2196 [..............................] - ETA: 5:37 - loss: 142.9372 - logits_profile_predictions_loss: 142.1920 - logcount_predictions_loss: 0.4384 43/2196 [..............................] - ETA: 5:37 - loss: 142.9710 - logits_profile_predictions_loss: 142.2258 - logcount_predictions_loss: 0.4383 44/2196 [..............................] - ETA: 5:37 - loss: 143.0158 - logits_profile_predictions_loss: 142.2706 - logcount_predictions_loss: 0.4383 45/2196 [..............................] - ETA: 5:37 - loss: 143.0498 - logits_profile_predictions_loss: 142.3047 - logcount_predictions_loss: 0.4383 46/2196 [..............................] - ETA: 5:37 - loss: 143.0991 - logits_profile_predictions_loss: 142.3542 - logcount_predictions_loss: 0.4382 47/2196 [..............................] - ETA: 5:37 - loss: 143.1433 - logits_profile_predictions_loss: 142.3985 - logcount_predictions_loss: 0.4381 48/2196 [..............................] - ETA: 5:36 - loss: 143.2042 - logits_profile_predictions_loss: 142.4592 - logcount_predictions_loss: 0.4382 49/2196 [..............................] - ETA: 5:36 - loss: 143.2786 - logits_profile_predictions_loss: 142.5334 - logcount_predictions_loss: 0.4383 50/2196 [..............................] - ETA: 5:36 - loss: 143.3496 - logits_profile_predictions_loss: 142.6044 - logcount_predictions_loss: 0.4383 51/2196 [..............................] - ETA: 5:36 - loss: 143.4078 - logits_profile_predictions_loss: 142.6627 - logcount_predictions_loss: 0.4383 52/2196 [..............................] - ETA: 5:36 - loss: 143.4621 - logits_profile_predictions_loss: 142.7171 - logcount_predictions_loss: 0.4382 53/2196 [..............................] - ETA: 5:36 - loss: 143.5136 - logits_profile_predictions_loss: 142.7688 - logcount_predictions_loss: 0.4381 54/2196 [..............................] - ETA: 5:36 - loss: 143.5594 - logits_profile_predictions_loss: 142.8148 - logcount_predictions_loss: 0.4380 55/2196 [..............................] - ETA: 5:35 - loss: 143.5972 - logits_profile_predictions_loss: 142.8527 - logcount_predictions_loss: 0.4379 56/2196 [..............................] - ETA: 5:35 - loss: 143.6273 - logits_profile_predictions_loss: 142.8830 - logcount_predictions_loss: 0.4378 57/2196 [..............................] - ETA: 5:35 - loss: 143.6652 - logits_profile_predictions_loss: 142.9210 - logcount_predictions_loss: 0.4377 58/2196 [..............................] - ETA: 5:35 - loss: 143.7002 - logits_profile_predictions_loss: 142.9562 - logcount_predictions_loss: 0.4376 59/2196 [..............................] - ETA: 5:35 - loss: 143.7329 - logits_profile_predictions_loss: 142.9891 - logcount_predictions_loss: 0.4375 60/2196 [..............................] - ETA: 5:35 - loss: 143.7571 - logits_profile_predictions_loss: 143.0135 - logcount_predictions_loss: 0.4374 61/2196 [..............................] - ETA: 5:34 - loss: 143.7767 - logits_profile_predictions_loss: 143.0334 - logcount_predictions_loss: 0.4373 62/2196 [..............................] - ETA: 5:34 - loss: 143.7939 - logits_profile_predictions_loss: 143.0506 - logcount_predictions_loss: 0.4372 63/2196 [..............................] - ETA: 5:34 - loss: 143.8209 - logits_profile_predictions_loss: 143.0778 - logcount_predictions_loss: 0.4371 64/2196 [..............................] - ETA: 5:34 - loss: 143.8432 - logits_profile_predictions_loss: 143.1003 - logcount_predictions_loss: 0.4370 65/2196 [..............................] - ETA: 5:34 - loss: 143.8668 - logits_profile_predictions_loss: 143.1240 - logcount_predictions_loss: 0.4370 66/2196 [..............................] - ETA: 5:34 - loss: 143.8955 - logits_profile_predictions_loss: 143.1528 - logcount_predictions_loss: 0.4369 67/2196 [..............................] - ETA: 5:34 - loss: 143.9208 - logits_profile_predictions_loss: 143.1782 - logcount_predictions_loss: 0.4368 68/2196 [..............................] - ETA: 5:33 - loss: 143.9441 - logits_profile_predictions_loss: 143.2016 - logcount_predictions_loss: 0.4368 69/2196 [..............................] - ETA: 5:33 - loss: 143.9646 - logits_profile_predictions_loss: 143.2221 - logcount_predictions_loss: 0.4367 70/2196 [..............................] - ETA: 5:33 - loss: 143.9919 - logits_profile_predictions_loss: 143.2495 - logcount_predictions_loss: 0.4367 71/2196 [..............................] - ETA: 5:33 - loss: 144.0158 - logits_profile_predictions_loss: 143.2734 - logcount_predictions_loss: 0.4367 72/2196 [..............................] - ETA: 5:33 - loss: 144.0471 - logits_profile_predictions_loss: 143.3049 - logcount_predictions_loss: 0.4366 73/2196 [..............................] - ETA: 5:33 - loss: 144.0703 - logits_profile_predictions_loss: 143.3280 - logcount_predictions_loss: 0.4366 74/2196 [>.............................] - ETA: 5:32 - loss: 144.0923 - logits_profile_predictions_loss: 143.3501 - logcount_predictions_loss: 0.4366 75/2196 [>.............................] - ETA: 5:32 - loss: 144.1151 - logits_profile_predictions_loss: 143.3730 - logcount_predictions_loss: 0.4366 76/2196 [>.............................] - ETA: 5:32 - loss: 144.1372 - logits_profile_predictions_loss: 143.3951 - logcount_predictions_loss: 0.4365 77/2196 [>.............................] - ETA: 5:32 - loss: 144.1555 - logits_profile_predictions_loss: 143.4135 - logcount_predictions_loss: 0.4365 78/2196 [>.............................] - ETA: 5:32 - loss: 144.1713 - logits_profile_predictions_loss: 143.4293 - logcount_predictions_loss: 0.4365 79/2196 [>.............................] - ETA: 5:32 - loss: 144.1882 - logits_profile_predictions_loss: 143.4463 - logcount_predictions_loss: 0.4364 80/2196 [>.............................] - ETA: 5:32 - loss: 144.2029 - logits_profile_predictions_loss: 143.4611 - logcount_predictions_loss: 0.4363 81/2196 [>.............................] - ETA: 5:31 - loss: 144.2105 - logits_profile_predictions_loss: 143.4689 - logcount_predictions_loss: 0.4363 82/2196 [>.............................] - ETA: 5:31 - loss: 144.2160 - logits_profile_predictions_loss: 143.4745 - logcount_predictions_loss: 0.4362 83/2196 [>.............................] - ETA: 5:31 - loss: 144.2211 - logits_profile_predictions_loss: 143.4797 - logcount_predictions_loss: 0.4361 84/2196 [>.............................] - ETA: 5:31 - loss: 144.2245 - logits_profile_predictions_loss: 143.4833 - logcount_predictions_loss: 0.4360 85/2196 [>.............................] - ETA: 5:31 - loss: 144.2323 - logits_profile_predictions_loss: 143.4913 - logcount_predictions_loss: 0.4359 86/2196 [>.............................] - ETA: 5:31 - loss: 144.2375 - logits_profile_predictions_loss: 143.4966 - logcount_predictions_loss: 0.4358 87/2196 [>.............................] - ETA: 5:30 - loss: 144.2467 - logits_profile_predictions_loss: 143.5060 - logcount_predictions_loss: 0.4357 88/2196 [>.............................] - ETA: 5:30 - loss: 144.2560 - logits_profile_predictions_loss: 143.5154 - logcount_predictions_loss: 0.4357 89/2196 [>.............................] - ETA: 5:30 - loss: 144.2655 - logits_profile_predictions_loss: 143.5250 - logcount_predictions_loss: 0.4356 90/2196 [>.............................] - ETA: 5:30 - loss: 144.2765 - logits_profile_predictions_loss: 143.5361 - logcount_predictions_loss: 0.4355 91/2196 [>.............................] - ETA: 5:30 - loss: 144.2859 - logits_profile_predictions_loss: 143.5456 - logcount_predictions_loss: 0.4355 92/2196 [>.............................] - ETA: 5:30 - loss: 144.2930 - logits_profile_predictions_loss: 143.5529 - logcount_predictions_loss: 0.4354 93/2196 [>.............................] - ETA: 5:29 - loss: 144.3017 - logits_profile_predictions_loss: 143.5617 - logcount_predictions_loss: 0.4353 94/2196 [>.............................] - ETA: 5:29 - loss: 144.3097 - logits_profile_predictions_loss: 143.5698 - logcount_predictions_loss: 0.4352 95/2196 [>.............................] - ETA: 5:29 - loss: 144.3176 - logits_profile_predictions_loss: 143.5778 - logcount_predictions_loss: 0.4351 96/2196 [>.............................] - ETA: 5:29 - loss: 144.3254 - logits_profile_predictions_loss: 143.5858 - logcount_predictions_loss: 0.4351 97/2196 [>.............................] - ETA: 5:29 - loss: 144.3341 - logits_profile_predictions_loss: 143.5946 - logcount_predictions_loss: 0.4350 98/2196 [>.............................] - ETA: 5:29 - loss: 144.3446 - logits_profile_predictions_loss: 143.6052 - logcount_predictions_loss: 0.4350 99/2196 [>.............................] - ETA: 5:29 - loss: 144.3538 - logits_profile_predictions_loss: 143.6145 - logcount_predictions_loss: 0.4349 100/2196 [>.............................] - ETA: 5:28 - loss: 144.3619 - logits_profile_predictions_loss: 143.6227 - logcount_predictions_loss: 0.4348 101/2196 [>.............................] - ETA: 5:28 - loss: 144.3670 - logits_profile_predictions_loss: 143.6279 - logcount_predictions_loss: 0.4348 102/2196 [>.............................] - ETA: 5:28 - loss: 144.3736 - logits_profile_predictions_loss: 143.6346 - logcount_predictions_loss: 0.4347 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logits_profile_predictions_loss: 143.6720 - logcount_predictions_loss: 0.4342 110/2196 [>.............................] - ETA: 5:27 - loss: 144.4162 - logits_profile_predictions_loss: 143.6781 - logcount_predictions_loss: 0.4342 111/2196 [>.............................] - ETA: 5:27 - loss: 144.4215 - logits_profile_predictions_loss: 143.6835 - logcount_predictions_loss: 0.4341 112/2196 [>.............................] - ETA: 5:26 - loss: 144.4256 - logits_profile_predictions_loss: 143.6878 - logcount_predictions_loss: 0.4340 113/2196 [>.............................] - ETA: 5:26 - loss: 144.4289 - logits_profile_predictions_loss: 143.6911 - logcount_predictions_loss: 0.4340 114/2196 [>.............................] - ETA: 5:26 - loss: 144.4325 - logits_profile_predictions_loss: 143.6948 - logcount_predictions_loss: 0.4339 115/2196 [>.............................] - ETA: 5:26 - loss: 144.4341 - logits_profile_predictions_loss: 143.6966 - logcount_predictions_loss: 0.4338 116/2196 [>.............................] - ETA: 5:26 - loss: 144.4352 - logits_profile_predictions_loss: 143.6978 - logcount_predictions_loss: 0.4338 117/2196 [>.............................] - ETA: 5:26 - loss: 144.4345 - logits_profile_predictions_loss: 143.6972 - logcount_predictions_loss: 0.4337 118/2196 [>.............................] - ETA: 5:25 - loss: 144.4339 - logits_profile_predictions_loss: 143.6968 - logcount_predictions_loss: 0.4336 119/2196 [>.............................] - ETA: 5:25 - loss: 144.4331 - logits_profile_predictions_loss: 143.6962 - logcount_predictions_loss: 0.4335 120/2196 [>.............................] - ETA: 5:25 - loss: 144.4320 - logits_profile_predictions_loss: 143.6951 - logcount_predictions_loss: 0.4335 121/2196 [>.............................] - ETA: 5:25 - loss: 144.4321 - logits_profile_predictions_loss: 143.6953 - logcount_predictions_loss: 0.4334 122/2196 [>.............................] - ETA: 5:25 - loss: 144.4309 - logits_profile_predictions_loss: 143.6942 - logcount_predictions_loss: 0.4333 123/2196 [>.............................] - ETA: 5:25 - loss: 144.4298 - logits_profile_predictions_loss: 143.6933 - logcount_predictions_loss: 0.4332 124/2196 [>.............................] - ETA: 5:25 - loss: 144.4278 - logits_profile_predictions_loss: 143.6914 - logcount_predictions_loss: 0.4332 125/2196 [>.............................] - ETA: 5:24 - loss: 144.4261 - logits_profile_predictions_loss: 143.6899 - logcount_predictions_loss: 0.4331 126/2196 [>.............................] - ETA: 5:24 - loss: 144.4271 - logits_profile_predictions_loss: 143.6909 - logcount_predictions_loss: 0.4330 127/2196 [>.............................] - ETA: 5:24 - loss: 144.4290 - logits_profile_predictions_loss: 143.6929 - logcount_predictions_loss: 0.4330 128/2196 [>.............................] - ETA: 5:24 - loss: 144.4296 - logits_profile_predictions_loss: 143.6936 - logcount_predictions_loss: 0.4329 129/2196 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logits_profile_predictions_loss: 143.6881 - logcount_predictions_loss: 0.4324 136/2196 [>.............................] - ETA: 5:23 - loss: 144.4210 - logits_profile_predictions_loss: 143.6862 - logcount_predictions_loss: 0.4323 137/2196 [>.............................] - ETA: 5:23 - loss: 144.4184 - logits_profile_predictions_loss: 143.6837 - logcount_predictions_loss: 0.4322 138/2196 [>.............................] - ETA: 5:22 - loss: 144.4167 - logits_profile_predictions_loss: 143.6821 - logcount_predictions_loss: 0.4321 139/2196 [>.............................] - ETA: 5:22 - loss: 144.4150 - logits_profile_predictions_loss: 143.6805 - logcount_predictions_loss: 0.4320 140/2196 [>.............................] - ETA: 5:22 - loss: 144.4134 - logits_profile_predictions_loss: 143.6791 - logcount_predictions_loss: 0.4320 141/2196 [>.............................] - ETA: 5:22 - loss: 144.4132 - logits_profile_predictions_loss: 143.6790 - logcount_predictions_loss: 0.4319 142/2196 [>.............................] - ETA: 5:22 - loss: 144.4138 - logits_profile_predictions_loss: 143.6797 - logcount_predictions_loss: 0.4318 143/2196 [>.............................] - ETA: 5:22 - loss: 144.4138 - logits_profile_predictions_loss: 143.6798 - logcount_predictions_loss: 0.4317 144/2196 [>.............................] - ETA: 5:21 - loss: 144.4132 - logits_profile_predictions_loss: 143.6794 - logcount_predictions_loss: 0.4317 145/2196 [>.............................] - ETA: 5:21 - loss: 144.4143 - logits_profile_predictions_loss: 143.6806 - logcount_predictions_loss: 0.4316 146/2196 [>.............................] - ETA: 5:21 - loss: 144.4141 - logits_profile_predictions_loss: 143.6804 - logcount_predictions_loss: 0.4316 147/2196 [=>............................] - ETA: 5:21 - loss: 144.4135 - logits_profile_predictions_loss: 143.6799 - logcount_predictions_loss: 0.4315 148/2196 [=>............................] - ETA: 5:21 - loss: 144.4124 - logits_profile_predictions_loss: 143.6789 - logcount_predictions_loss: 0.4315 149/2196 [=>............................] - ETA: 5:21 - loss: 144.4115 - logits_profile_predictions_loss: 143.6782 - logcount_predictions_loss: 0.4314 150/2196 [=>............................] - ETA: 5:21 - loss: 144.4098 - logits_profile_predictions_loss: 143.6765 - logcount_predictions_loss: 0.4314 151/2196 [=>............................] - ETA: 5:20 - loss: 144.4069 - logits_profile_predictions_loss: 143.6737 - logcount_predictions_loss: 0.4313 152/2196 [=>............................] - ETA: 5:20 - loss: 144.4044 - logits_profile_predictions_loss: 143.6713 - logcount_predictions_loss: 0.4312 153/2196 [=>............................] - ETA: 5:20 - loss: 144.4047 - logits_profile_predictions_loss: 143.6717 - logcount_predictions_loss: 0.4312 154/2196 [=>............................] - ETA: 5:20 - loss: 144.4047 - logits_profile_predictions_loss: 143.6717 - logcount_predictions_loss: 0.4311 155/2196 [=>............................] - ETA: 5:20 - loss: 144.4050 - logits_profile_predictions_loss: 143.6721 - logcount_predictions_loss: 0.4311 156/2196 [=>............................] - ETA: 5:20 - loss: 144.4045 - logits_profile_predictions_loss: 143.6718 - logcount_predictions_loss: 0.4310 157/2196 [=>............................] - ETA: 5:19 - loss: 144.4064 - logits_profile_predictions_loss: 143.6737 - logcount_predictions_loss: 0.4310 158/2196 [=>............................] - ETA: 5:19 - loss: 144.4077 - logits_profile_predictions_loss: 143.6751 - logcount_predictions_loss: 0.4309 159/2196 [=>............................] - ETA: 5:19 - loss: 144.4091 - logits_profile_predictions_loss: 143.6766 - logcount_predictions_loss: 0.4309 160/2196 [=>............................] - ETA: 5:19 - loss: 144.4106 - logits_profile_predictions_loss: 143.6782 - logcount_predictions_loss: 0.4308 161/2196 [=>............................] - ETA: 5:19 - loss: 144.4118 - logits_profile_predictions_loss: 143.6795 - logcount_predictions_loss: 0.4308 162/2196 [=>............................] - ETA: 5:19 - loss: 144.4125 - logits_profile_predictions_loss: 143.6803 - logcount_predictions_loss: 0.4307 163/2196 [=>............................] - ETA: 5:19 - loss: 144.4119 - logits_profile_predictions_loss: 143.6798 - logcount_predictions_loss: 0.4307 164/2196 [=>............................] - ETA: 5:18 - loss: 144.4118 - logits_profile_predictions_loss: 143.6797 - logcount_predictions_loss: 0.4306 165/2196 [=>............................] - ETA: 5:18 - loss: 144.4114 - logits_profile_predictions_loss: 143.6795 - logcount_predictions_loss: 0.4306 166/2196 [=>............................] - ETA: 5:18 - loss: 144.4097 - logits_profile_predictions_loss: 143.6779 - logcount_predictions_loss: 0.4305 167/2196 [=>............................] - ETA: 5:18 - loss: 144.4081 - logits_profile_predictions_loss: 143.6763 - logcount_predictions_loss: 0.4305 168/2196 [=>............................] - ETA: 5:18 - loss: 144.4063 - logits_profile_predictions_loss: 143.6746 - logcount_predictions_loss: 0.4304 169/2196 [=>............................] - ETA: 5:18 - loss: 144.4050 - logits_profile_predictions_loss: 143.6734 - logcount_predictions_loss: 0.4304 170/2196 [=>............................] - ETA: 5:17 - loss: 144.4042 - logits_profile_predictions_loss: 143.6727 - logcount_predictions_loss: 0.4303 171/2196 [=>............................] - ETA: 5:17 - loss: 144.4030 - logits_profile_predictions_loss: 143.6716 - logcount_predictions_loss: 0.4302 172/2196 [=>............................] - ETA: 5:17 - loss: 144.4009 - logits_profile_predictions_loss: 143.6695 - logcount_predictions_loss: 0.4302 173/2196 [=>............................] - ETA: 5:17 - loss: 144.3984 - logits_profile_predictions_loss: 143.6671 - logcount_predictions_loss: 0.4301 174/2196 [=>............................] - ETA: 5:17 - loss: 144.3967 - logits_profile_predictions_loss: 143.6656 - logcount_predictions_loss: 0.4301 175/2196 [=>............................] - ETA: 5:17 - loss: 144.3948 - logits_profile_predictions_loss: 143.6638 - logcount_predictions_loss: 0.4300 176/2196 [=>............................] - ETA: 5:17 - loss: 144.3924 - logits_profile_predictions_loss: 143.6615 - logcount_predictions_loss: 0.4299 177/2196 [=>............................] - ETA: 5:16 - loss: 144.3903 - logits_profile_predictions_loss: 143.6595 - logcount_predictions_loss: 0.4299 178/2196 [=>............................] - ETA: 5:16 - loss: 144.3880 - logits_profile_predictions_loss: 143.6574 - logcount_predictions_loss: 0.4298 179/2196 [=>............................] - ETA: 5:16 - loss: 144.3854 - logits_profile_predictions_loss: 143.6549 - logcount_predictions_loss: 0.4297 180/2196 [=>............................] - ETA: 5:16 - loss: 144.3826 - logits_profile_predictions_loss: 143.6523 - logcount_predictions_loss: 0.4296 181/2196 [=>............................] - ETA: 5:16 - loss: 144.3796 - logits_profile_predictions_loss: 143.6493 - logcount_predictions_loss: 0.4295 182/2196 [=>............................] - ETA: 5:16 - loss: 144.3770 - logits_profile_predictions_loss: 143.6469 - logcount_predictions_loss: 0.4295 183/2196 [=>............................] - ETA: 5:15 - loss: 144.3736 - logits_profile_predictions_loss: 143.6436 - logcount_predictions_loss: 0.4294 184/2196 [=>............................] - ETA: 5:15 - loss: 144.3688 - logits_profile_predictions_loss: 143.6390 - logcount_predictions_loss: 0.4293 185/2196 [=>............................] - ETA: 5:15 - loss: 144.3647 - logits_profile_predictions_loss: 143.6351 - logcount_predictions_loss: 0.4292 186/2196 [=>............................] - ETA: 5:15 - loss: 144.3600 - logits_profile_predictions_loss: 143.6304 - logcount_predictions_loss: 0.4291 187/2196 [=>............................] - ETA: 5:15 - loss: 144.3550 - logits_profile_predictions_loss: 143.6256 - logcount_predictions_loss: 0.4291 188/2196 [=>............................] - ETA: 5:15 - loss: 144.3491 - logits_profile_predictions_loss: 143.6198 - logcount_predictions_loss: 0.4290 189/2196 [=>............................] - ETA: 5:15 - loss: 144.3439 - logits_profile_predictions_loss: 143.6148 - logcount_predictions_loss: 0.4289 190/2196 [=>............................] - ETA: 5:14 - loss: 144.3382 - logits_profile_predictions_loss: 143.6092 - logcount_predictions_loss: 0.4288 191/2196 [=>............................] - ETA: 5:14 - loss: 144.3325 - logits_profile_predictions_loss: 143.6037 - logcount_predictions_loss: 0.4287 192/2196 [=>............................] - ETA: 5:14 - loss: 144.3263 - logits_profile_predictions_loss: 143.5976 - logcount_predictions_loss: 0.4286 193/2196 [=>............................] - ETA: 5:14 - loss: 144.3202 - logits_profile_predictions_loss: 143.5917 - logcount_predictions_loss: 0.4285 194/2196 [=>............................] - ETA: 5:14 - loss: 144.3138 - logits_profile_predictions_loss: 143.5854 - logcount_predictions_loss: 0.4284 195/2196 [=>............................] - ETA: 5:14 - loss: 144.3071 - logits_profile_predictions_loss: 143.5789 - logcount_predictions_loss: 0.4284 196/2196 [=>............................] - ETA: 5:14 - loss: 144.3008 - logits_profile_predictions_loss: 143.5727 - logcount_predictions_loss: 0.4283 197/2196 [=>............................] - ETA: 5:14 - loss: 144.2947 - logits_profile_predictions_loss: 143.5668 - logcount_predictions_loss: 0.4282 198/2196 [=>............................] - ETA: 5:13 - loss: 144.2895 - logits_profile_predictions_loss: 143.5617 - logcount_predictions_loss: 0.4281 199/2196 [=>............................] - ETA: 5:13 - loss: 144.2844 - logits_profile_predictions_loss: 143.5569 - logcount_predictions_loss: 0.4280 200/2196 [=>............................] - ETA: 5:13 - loss: 144.2799 - logits_profile_predictions_loss: 143.5524 - logcount_predictions_loss: 0.4279 201/2196 [=>............................] - ETA: 5:13 - loss: 144.2757 - logits_profile_predictions_loss: 143.5484 - logcount_predictions_loss: 0.4278 202/2196 [=>............................] - ETA: 5:13 - loss: 144.2724 - logits_profile_predictions_loss: 143.5453 - logcount_predictions_loss: 0.4277 203/2196 [=>............................] - ETA: 5:13 - loss: 144.2693 - logits_profile_predictions_loss: 143.5423 - logcount_predictions_loss: 0.4276 204/2196 [=>............................] - ETA: 5:12 - loss: 144.2661 - logits_profile_predictions_loss: 143.5392 - logcount_predictions_loss: 0.4275 205/2196 [=>............................] - ETA: 5:12 - loss: 144.2631 - logits_profile_predictions_loss: 143.5364 - logcount_predictions_loss: 0.4275 206/2196 [=>............................] - ETA: 5:12 - loss: 144.2604 - logits_profile_predictions_loss: 143.5339 - logcount_predictions_loss: 0.4274 207/2196 [=>............................] - ETA: 5:12 - loss: 144.2575 - logits_profile_predictions_loss: 143.5311 - logcount_predictions_loss: 0.4273 208/2196 [=>............................] - ETA: 5:12 - loss: 144.2548 - logits_profile_predictions_loss: 143.5285 - logcount_predictions_loss: 0.4272 209/2196 [=>............................] - ETA: 5:12 - loss: 144.2524 - logits_profile_predictions_loss: 143.5263 - logcount_predictions_loss: 0.4271 210/2196 [=>............................] - ETA: 5:11 - loss: 144.2489 - logits_profile_predictions_loss: 143.5230 - logcount_predictions_loss: 0.4270 211/2196 [=>............................] - ETA: 5:11 - loss: 144.2456 - logits_profile_predictions_loss: 143.5198 - logcount_predictions_loss: 0.4269 212/2196 [=>............................] - ETA: 5:11 - loss: 144.2418 - logits_profile_predictions_loss: 143.5161 - logcount_predictions_loss: 0.4268 213/2196 [=>............................] - ETA: 5:11 - loss: 144.2379 - logits_profile_predictions_loss: 143.5124 - logcount_predictions_loss: 0.4268 214/2196 [=>............................] - ETA: 5:11 - loss: 144.2341 - logits_profile_predictions_loss: 143.5088 - logcount_predictions_loss: 0.4267 215/2196 [=>............................] - ETA: 5:11 - loss: 144.2312 - logits_profile_predictions_loss: 143.5060 - logcount_predictions_loss: 0.4266 216/2196 [=>............................] - ETA: 5:11 - loss: 144.2281 - logits_profile_predictions_loss: 143.5030 - logcount_predictions_loss: 0.4265 217/2196 [=>............................] - ETA: 5:10 - loss: 144.2253 - logits_profile_predictions_loss: 143.5004 - logcount_predictions_loss: 0.4264 218/2196 [=>............................] - ETA: 5:10 - loss: 144.2230 - logits_profile_predictions_loss: 143.4983 - logcount_predictions_loss: 0.4263 219/2196 [=>............................] - ETA: 5:10 - loss: 144.2211 - logits_profile_predictions_loss: 143.4965 - logcount_predictions_loss: 0.4262 220/2196 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loss: 142.0700 - logits_profile_predictions_loss: 141.3621 - logcount_predictions_loss: 0.4164 2178/2196 [============================>.] - ETA: 2s - loss: 142.0698 - logits_profile_predictions_loss: 141.3619 - logcount_predictions_loss: 0.4164 2179/2196 [============================>.] - ETA: 2s - loss: 142.0696 - logits_profile_predictions_loss: 141.3617 - logcount_predictions_loss: 0.4164 2180/2196 [============================>.] - ETA: 2s - loss: 142.0694 - logits_profile_predictions_loss: 141.3615 - logcount_predictions_loss: 0.4164 2181/2196 [============================>.] - ETA: 2s - loss: 142.0692 - logits_profile_predictions_loss: 141.3613 - logcount_predictions_loss: 0.4164 2182/2196 [============================>.] - ETA: 2s - loss: 142.0690 - logits_profile_predictions_loss: 141.3611 - logcount_predictions_loss: 0.4164 2183/2196 [============================>.] - ETA: 2s - loss: 142.0688 - logits_profile_predictions_loss: 141.3609 - logcount_predictions_loss: 0.4164 2184/2196 [============================>.] - ETA: 1s - loss: 142.0686 - logits_profile_predictions_loss: 141.3607 - logcount_predictions_loss: 0.4164 2185/2196 [============================>.] - ETA: 1s - loss: 142.0684 - logits_profile_predictions_loss: 141.3605 - logcount_predictions_loss: 0.4164 2186/2196 [============================>.] - ETA: 1s - loss: 142.0682 - logits_profile_predictions_loss: 141.3603 - logcount_predictions_loss: 0.4164 2187/2196 [============================>.] - ETA: 1s - loss: 142.0680 - logits_profile_predictions_loss: 141.3601 - logcount_predictions_loss: 0.4164 2188/2196 [============================>.] - ETA: 1s - loss: 142.0678 - logits_profile_predictions_loss: 141.3599 - logcount_predictions_loss: 0.4164 2189/2196 [============================>.] - ETA: 1s - loss: 142.0676 - logits_profile_predictions_loss: 141.3597 - logcount_predictions_loss: 0.4164 2190/2196 [============================>.] - ETA: 0s - loss: 142.0674 - logits_profile_predictions_loss: 141.3595 - logcount_predictions_loss: 0.4164 2191/2196 [============================>.] - ETA: 0s - loss: 142.0672 - logits_profile_predictions_loss: 141.3592 - logcount_predictions_loss: 0.4164 2192/2196 [============================>.] - ETA: 0s - loss: 142.0670 - logits_profile_predictions_loss: 141.3590 - logcount_predictions_loss: 0.4164 2193/2196 [============================>.] - ETA: 0s - loss: 142.0668 - logits_profile_predictions_loss: 141.3588 - logcount_predictions_loss: 0.4164 2194/2196 [============================>.] - ETA: 0s - loss: 142.0666 - logits_profile_predictions_loss: 141.3586 - logcount_predictions_loss: 0.4164 2195/2196 [============================>.] - ETA: 0s - loss: 142.0664 - logits_profile_predictions_loss: 141.3584 - logcount_predictions_loss: 0.4164 2196/2196 [==============================] - ETA: 0s - loss: 142.0661 - logits_profile_predictions_loss: 141.3582 - logcount_predictions_loss: 0.4164 2196/2196 [==============================] - 361s 164ms/step - loss: 142.0659 - logits_profile_predictions_loss: 141.3580 - logcount_predictions_loss: 0.4164 - val_loss: 151.7428 - val_logits_profile_predictions_loss: 150.9707 - val_logcount_predictions_loss: 0.4542 Epoch 00012: val_loss did not improve from 150.82967 Epoch 13/50 1/2196 [..............................] - ETA: 8:24 - loss: 125.6134 - logits_profile_predictions_loss: 124.9132 - logcount_predictions_loss: 0.4119 2/2196 [..............................] - ETA: 5:43 - loss: 134.1279 - logits_profile_predictions_loss: 133.4342 - logcount_predictions_loss: 0.4080 3/2196 [..............................] - ETA: 5:43 - loss: 136.4123 - logits_profile_predictions_loss: 135.7066 - logcount_predictions_loss: 0.4151 4/2196 [..............................] - ETA: 5:42 - loss: 136.1696 - logits_profile_predictions_loss: 135.4629 - logcount_predictions_loss: 0.4157 5/2196 [..............................] - ETA: 5:42 - loss: 135.2172 - logits_profile_predictions_loss: 134.5176 - logcount_predictions_loss: 0.4116 6/2196 [..............................] - ETA: 5:41 - loss: 134.7418 - logits_profile_predictions_loss: 134.0504 - logcount_predictions_loss: 0.4067 7/2196 [..............................] - ETA: 5:41 - loss: 135.4689 - logits_profile_predictions_loss: 134.7804 - logcount_predictions_loss: 0.4050 8/2196 [..............................] - ETA: 5:42 - loss: 135.9978 - logits_profile_predictions_loss: 135.3090 - logcount_predictions_loss: 0.4052 9/2196 [..............................] - ETA: 5:42 - loss: 136.1419 - logits_profile_predictions_loss: 135.4498 - logcount_predictions_loss: 0.4071 10/2196 [..............................] - ETA: 5:42 - loss: 136.3235 - logits_profile_predictions_loss: 135.6290 - logcount_predictions_loss: 0.4085 11/2196 [..............................] - ETA: 5:41 - loss: 136.3998 - logits_profile_predictions_loss: 135.7048 - logcount_predictions_loss: 0.4088 12/2196 [..............................] - ETA: 5:41 - loss: 136.4893 - logits_profile_predictions_loss: 135.7940 - logcount_predictions_loss: 0.4090 13/2196 [..............................] - ETA: 5:41 - loss: 136.4935 - logits_profile_predictions_loss: 135.7968 - logcount_predictions_loss: 0.4098 14/2196 [..............................] - ETA: 5:41 - loss: 136.6247 - logits_profile_predictions_loss: 135.9267 - logcount_predictions_loss: 0.4106 15/2196 [..............................] - ETA: 5:41 - loss: 136.7134 - logits_profile_predictions_loss: 136.0146 - logcount_predictions_loss: 0.4110 16/2196 [..............................] - ETA: 5:41 - loss: 136.8748 - logits_profile_predictions_loss: 136.1753 - logcount_predictions_loss: 0.4115 17/2196 [..............................] - ETA: 5:40 - loss: 137.0548 - logits_profile_predictions_loss: 136.3545 - logcount_predictions_loss: 0.4120 18/2196 [..............................] - ETA: 5:40 - loss: 137.1634 - logits_profile_predictions_loss: 136.4631 - logcount_predictions_loss: 0.4119 19/2196 [..............................] - ETA: 5:40 - loss: 137.2814 - logits_profile_predictions_loss: 136.5818 - logcount_predictions_loss: 0.4115 20/2196 [..............................] - ETA: 5:40 - loss: 137.4251 - logits_profile_predictions_loss: 136.7266 - logcount_predictions_loss: 0.4109 21/2196 [..............................] - ETA: 5:40 - loss: 137.5584 - logits_profile_predictions_loss: 136.8612 - logcount_predictions_loss: 0.4101 22/2196 [..............................] - ETA: 5:40 - loss: 137.7049 - logits_profile_predictions_loss: 137.0092 - logcount_predictions_loss: 0.4093 23/2196 [..............................] - ETA: 5:39 - loss: 137.8211 - logits_profile_predictions_loss: 137.1265 - logcount_predictions_loss: 0.4086 24/2196 [..............................] - ETA: 5:39 - loss: 137.9871 - logits_profile_predictions_loss: 137.2930 - logcount_predictions_loss: 0.4083 25/2196 [..............................] - ETA: 5:39 - loss: 138.1673 - logits_profile_predictions_loss: 137.4737 - logcount_predictions_loss: 0.4080 26/2196 [..............................] - ETA: 5:39 - loss: 138.3110 - logits_profile_predictions_loss: 137.6178 - logcount_predictions_loss: 0.4078 27/2196 [..............................] - ETA: 5:39 - loss: 138.4553 - logits_profile_predictions_loss: 137.7628 - logcount_predictions_loss: 0.4073 28/2196 [..............................] - ETA: 5:39 - loss: 138.6179 - logits_profile_predictions_loss: 137.9264 - logcount_predictions_loss: 0.4067 29/2196 [..............................] - ETA: 5:39 - loss: 138.7641 - logits_profile_predictions_loss: 138.0736 - logcount_predictions_loss: 0.4062 30/2196 [..............................] - ETA: 5:38 - loss: 138.9212 - logits_profile_predictions_loss: 138.2314 - logcount_predictions_loss: 0.4058 31/2196 [..............................] - ETA: 5:38 - loss: 139.0640 - logits_profile_predictions_loss: 138.3749 - logcount_predictions_loss: 0.4053 32/2196 [..............................] - ETA: 5:38 - loss: 139.1761 - logits_profile_predictions_loss: 138.4875 - logcount_predictions_loss: 0.4050 33/2196 [..............................] - ETA: 5:38 - loss: 139.3144 - logits_profile_predictions_loss: 138.6262 - logcount_predictions_loss: 0.4048 34/2196 [..............................] - ETA: 5:38 - loss: 139.4432 - logits_profile_predictions_loss: 138.7553 - logcount_predictions_loss: 0.4046 35/2196 [..............................] - ETA: 5:38 - loss: 139.5590 - logits_profile_predictions_loss: 138.8716 - logcount_predictions_loss: 0.4044 36/2196 [..............................] - ETA: 5:37 - loss: 139.6743 - logits_profile_predictions_loss: 138.9872 - logcount_predictions_loss: 0.4042 37/2196 [..............................] - ETA: 5:37 - loss: 139.7912 - logits_profile_predictions_loss: 139.1047 - logcount_predictions_loss: 0.4038 38/2196 [..............................] - ETA: 5:37 - loss: 139.8775 - logits_profile_predictions_loss: 139.1914 - logcount_predictions_loss: 0.4036 39/2196 [..............................] - ETA: 5:37 - loss: 139.9632 - logits_profile_predictions_loss: 139.2773 - logcount_predictions_loss: 0.4035 40/2196 [..............................] - ETA: 5:37 - loss: 140.0494 - logits_profile_predictions_loss: 139.3637 - logcount_predictions_loss: 0.4033 41/2196 [..............................] - ETA: 5:37 - loss: 140.1222 - logits_profile_predictions_loss: 139.4367 - logcount_predictions_loss: 0.4033 42/2196 [..............................] - ETA: 5:36 - loss: 140.1925 - logits_profile_predictions_loss: 139.5070 - logcount_predictions_loss: 0.4033 43/2196 [..............................] - ETA: 5:36 - loss: 140.2504 - logits_profile_predictions_loss: 139.5649 - logcount_predictions_loss: 0.4032 44/2196 [..............................] - ETA: 5:36 - loss: 140.3137 - logits_profile_predictions_loss: 139.6282 - logcount_predictions_loss: 0.4032 45/2196 [..............................] - ETA: 5:36 - loss: 140.3707 - logits_profile_predictions_loss: 139.6853 - logcount_predictions_loss: 0.4032 46/2196 [..............................] - ETA: 5:36 - loss: 140.4261 - logits_profile_predictions_loss: 139.7406 - logcount_predictions_loss: 0.4032 47/2196 [..............................] - ETA: 5:36 - loss: 140.4750 - logits_profile_predictions_loss: 139.7894 - logcount_predictions_loss: 0.4033 48/2196 [..............................] - ETA: 5:36 - loss: 140.5137 - logits_profile_predictions_loss: 139.8281 - logcount_predictions_loss: 0.4033 49/2196 [..............................] - ETA: 5:35 - loss: 140.5442 - logits_profile_predictions_loss: 139.8584 - logcount_predictions_loss: 0.4034 50/2196 [..............................] - ETA: 5:35 - loss: 140.5605 - logits_profile_predictions_loss: 139.8745 - logcount_predictions_loss: 0.4035 51/2196 [..............................] - ETA: 5:35 - loss: 140.5813 - logits_profile_predictions_loss: 139.8951 - logcount_predictions_loss: 0.4037 52/2196 [..............................] - ETA: 5:35 - loss: 140.6057 - logits_profile_predictions_loss: 139.9192 - logcount_predictions_loss: 0.4038 53/2196 [..............................] - ETA: 5:35 - loss: 140.6313 - logits_profile_predictions_loss: 139.9447 - logcount_predictions_loss: 0.4039 54/2196 [..............................] - ETA: 5:35 - loss: 140.6537 - logits_profile_predictions_loss: 139.9671 - logcount_predictions_loss: 0.4039 55/2196 [..............................] - ETA: 5:34 - loss: 140.6877 - logits_profile_predictions_loss: 140.0009 - logcount_predictions_loss: 0.4040 56/2196 [..............................] - ETA: 5:34 - loss: 140.7278 - logits_profile_predictions_loss: 140.0410 - logcount_predictions_loss: 0.4040 57/2196 [..............................] - ETA: 5:34 - loss: 140.7641 - logits_profile_predictions_loss: 140.0772 - logcount_predictions_loss: 0.4040 58/2196 [..............................] - ETA: 5:34 - loss: 140.7930 - logits_profile_predictions_loss: 140.1060 - logcount_predictions_loss: 0.4041 59/2196 [..............................] - ETA: 5:34 - loss: 140.8203 - logits_profile_predictions_loss: 140.1333 - logcount_predictions_loss: 0.4041 60/2196 [..............................] - ETA: 5:34 - loss: 140.8469 - logits_profile_predictions_loss: 140.1599 - logcount_predictions_loss: 0.4041 61/2196 [..............................] - ETA: 5:34 - loss: 140.8756 - logits_profile_predictions_loss: 140.1886 - logcount_predictions_loss: 0.4041 62/2196 [..............................] - ETA: 5:33 - loss: 140.9074 - logits_profile_predictions_loss: 140.2202 - logcount_predictions_loss: 0.4042 63/2196 [..............................] - ETA: 5:33 - loss: 140.9380 - logits_profile_predictions_loss: 140.2508 - logcount_predictions_loss: 0.4043 64/2196 [..............................] - ETA: 5:33 - loss: 140.9704 - logits_profile_predictions_loss: 140.2830 - logcount_predictions_loss: 0.4043 65/2196 [..............................] - ETA: 5:33 - loss: 140.9988 - logits_profile_predictions_loss: 140.3114 - logcount_predictions_loss: 0.4044 66/2196 [..............................] - ETA: 5:33 - loss: 141.0284 - logits_profile_predictions_loss: 140.3408 - logcount_predictions_loss: 0.4044 67/2196 [..............................] - ETA: 5:33 - loss: 141.0535 - logits_profile_predictions_loss: 140.3659 - logcount_predictions_loss: 0.4045 68/2196 [..............................] - ETA: 5:32 - loss: 141.0774 - logits_profile_predictions_loss: 140.3897 - logcount_predictions_loss: 0.4045 69/2196 [..............................] - ETA: 5:32 - loss: 141.1016 - logits_profile_predictions_loss: 140.4139 - logcount_predictions_loss: 0.4046 70/2196 [..............................] - ETA: 5:32 - loss: 141.1216 - logits_profile_predictions_loss: 140.4338 - logcount_predictions_loss: 0.4046 71/2196 [..............................] - ETA: 5:32 - loss: 141.1456 - logits_profile_predictions_loss: 140.4579 - logcount_predictions_loss: 0.4045 72/2196 [..............................] - ETA: 5:32 - loss: 141.1676 - logits_profile_predictions_loss: 140.4799 - logcount_predictions_loss: 0.4045 73/2196 [..............................] - ETA: 5:32 - loss: 141.1951 - logits_profile_predictions_loss: 140.5075 - logcount_predictions_loss: 0.4045 74/2196 [>.............................] - ETA: 5:32 - loss: 141.2196 - logits_profile_predictions_loss: 140.5320 - logcount_predictions_loss: 0.4045 75/2196 [>.............................] - ETA: 5:31 - loss: 141.2424 - logits_profile_predictions_loss: 140.5548 - logcount_predictions_loss: 0.4045 76/2196 [>.............................] - ETA: 5:31 - loss: 141.2674 - logits_profile_predictions_loss: 140.5798 - logcount_predictions_loss: 0.4045 77/2196 [>.............................] - ETA: 5:31 - loss: 141.2982 - logits_profile_predictions_loss: 140.6106 - logcount_predictions_loss: 0.4045 78/2196 [>.............................] - ETA: 5:31 - loss: 141.3239 - logits_profile_predictions_loss: 140.6363 - logcount_predictions_loss: 0.4045 79/2196 [>.............................] - ETA: 5:31 - loss: 141.3481 - logits_profile_predictions_loss: 140.6605 - logcount_predictions_loss: 0.4045 80/2196 [>.............................] - ETA: 5:31 - loss: 141.3683 - logits_profile_predictions_loss: 140.6806 - logcount_predictions_loss: 0.4045 81/2196 [>.............................] - ETA: 5:30 - loss: 141.3857 - logits_profile_predictions_loss: 140.6979 - logcount_predictions_loss: 0.4046 82/2196 [>.............................] - ETA: 5:30 - loss: 141.3970 - logits_profile_predictions_loss: 140.7091 - logcount_predictions_loss: 0.4046 83/2196 [>.............................] - ETA: 5:30 - loss: 141.4074 - logits_profile_predictions_loss: 140.7195 - logcount_predictions_loss: 0.4047 84/2196 [>.............................] - ETA: 5:30 - loss: 141.4215 - logits_profile_predictions_loss: 140.7334 - logcount_predictions_loss: 0.4047 85/2196 [>.............................] - ETA: 5:30 - loss: 141.4336 - logits_profile_predictions_loss: 140.7454 - logcount_predictions_loss: 0.4048 86/2196 [>.............................] - ETA: 5:30 - loss: 141.4457 - logits_profile_predictions_loss: 140.7574 - logcount_predictions_loss: 0.4049 87/2196 [>.............................] - ETA: 5:30 - loss: 141.4585 - logits_profile_predictions_loss: 140.7700 - logcount_predictions_loss: 0.4050 88/2196 [>.............................] - ETA: 5:29 - loss: 141.4738 - logits_profile_predictions_loss: 140.7851 - logcount_predictions_loss: 0.4051 89/2196 [>.............................] - ETA: 5:29 - loss: 141.4869 - logits_profile_predictions_loss: 140.7981 - logcount_predictions_loss: 0.4052 90/2196 [>.............................] - ETA: 5:29 - loss: 141.4990 - logits_profile_predictions_loss: 140.8100 - logcount_predictions_loss: 0.4053 91/2196 [>.............................] - ETA: 5:29 - loss: 141.5126 - logits_profile_predictions_loss: 140.8234 - logcount_predictions_loss: 0.4054 92/2196 [>.............................] - ETA: 5:29 - loss: 141.5279 - logits_profile_predictions_loss: 140.8386 - logcount_predictions_loss: 0.4055 93/2196 [>.............................] - ETA: 5:29 - loss: 141.5412 - logits_profile_predictions_loss: 140.8517 - logcount_predictions_loss: 0.4056 94/2196 [>.............................] - ETA: 5:28 - loss: 141.5550 - logits_profile_predictions_loss: 140.8654 - logcount_predictions_loss: 0.4057 95/2196 [>.............................] - ETA: 5:28 - loss: 141.5650 - logits_profile_predictions_loss: 140.8752 - logcount_predictions_loss: 0.4057 96/2196 [>.............................] - ETA: 5:28 - loss: 141.5741 - logits_profile_predictions_loss: 140.8842 - logcount_predictions_loss: 0.4058 97/2196 [>.............................] - ETA: 5:28 - loss: 141.5825 - logits_profile_predictions_loss: 140.8925 - logcount_predictions_loss: 0.4059 98/2196 [>.............................] - ETA: 5:28 - loss: 141.5911 - logits_profile_predictions_loss: 140.9010 - logcount_predictions_loss: 0.4059 99/2196 [>.............................] - ETA: 5:28 - loss: 141.5990 - logits_profile_predictions_loss: 140.9087 - logcount_predictions_loss: 0.4060 100/2196 [>.............................] - ETA: 5:28 - loss: 141.6025 - logits_profile_predictions_loss: 140.9122 - logcount_predictions_loss: 0.4061 101/2196 [>.............................] - ETA: 5:27 - loss: 141.6062 - logits_profile_predictions_loss: 140.9157 - logcount_predictions_loss: 0.4062 102/2196 [>.............................] - ETA: 5:27 - loss: 141.6117 - logits_profile_predictions_loss: 140.9211 - logcount_predictions_loss: 0.4062 103/2196 [>.............................] - ETA: 5:27 - loss: 141.6153 - logits_profile_predictions_loss: 140.9246 - logcount_predictions_loss: 0.4063 104/2196 [>.............................] - ETA: 5:27 - loss: 141.6201 - logits_profile_predictions_loss: 140.9292 - logcount_predictions_loss: 0.4064 105/2196 [>.............................] - ETA: 5:27 - loss: 141.6252 - logits_profile_predictions_loss: 140.9342 - logcount_predictions_loss: 0.4065 106/2196 [>.............................] - ETA: 5:27 - loss: 141.6280 - logits_profile_predictions_loss: 140.9368 - logcount_predictions_loss: 0.4066 107/2196 [>.............................] - ETA: 5:27 - loss: 141.6333 - logits_profile_predictions_loss: 140.9420 - logcount_predictions_loss: 0.4066 108/2196 [>.............................] - ETA: 5:27 - loss: 141.6372 - logits_profile_predictions_loss: 140.9458 - logcount_predictions_loss: 0.4067 109/2196 [>.............................] - ETA: 5:26 - loss: 141.6429 - logits_profile_predictions_loss: 140.9513 - logcount_predictions_loss: 0.4068 110/2196 [>.............................] - ETA: 5:26 - loss: 141.6486 - logits_profile_predictions_loss: 140.9569 - logcount_predictions_loss: 0.4069 111/2196 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logits_profile_predictions_loss: 140.9916 - logcount_predictions_loss: 0.4076 118/2196 [>.............................] - ETA: 5:25 - loss: 141.6835 - logits_profile_predictions_loss: 140.9905 - logcount_predictions_loss: 0.4076 119/2196 [>.............................] - ETA: 5:25 - loss: 141.6832 - logits_profile_predictions_loss: 140.9901 - logcount_predictions_loss: 0.4077 120/2196 [>.............................] - ETA: 5:25 - loss: 141.6829 - logits_profile_predictions_loss: 140.9897 - logcount_predictions_loss: 0.4078 121/2196 [>.............................] - ETA: 5:24 - loss: 141.6829 - logits_profile_predictions_loss: 140.9896 - logcount_predictions_loss: 0.4078 122/2196 [>.............................] - ETA: 5:24 - loss: 141.6825 - logits_profile_predictions_loss: 140.9892 - logcount_predictions_loss: 0.4078 123/2196 [>.............................] - ETA: 5:24 - loss: 141.6841 - logits_profile_predictions_loss: 140.9907 - logcount_predictions_loss: 0.4079 124/2196 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[=====>........................] - ETA: 4:30 - loss: 141.1863 - logits_profile_predictions_loss: 140.5033 - logcount_predictions_loss: 0.4018 476/2196 [=====>........................] - ETA: 4:30 - loss: 141.1854 - logits_profile_predictions_loss: 140.5024 - logcount_predictions_loss: 0.4018 477/2196 [=====>........................] - ETA: 4:29 - loss: 141.1845 - logits_profile_predictions_loss: 140.5016 - logcount_predictions_loss: 0.4018 478/2196 [=====>........................] - ETA: 4:29 - loss: 141.1835 - logits_profile_predictions_loss: 140.5006 - logcount_predictions_loss: 0.4017 479/2196 [=====>........................] - ETA: 4:29 - loss: 141.1825 - logits_profile_predictions_loss: 140.4996 - logcount_predictions_loss: 0.4017 480/2196 [=====>........................] - ETA: 4:29 - loss: 141.1814 - logits_profile_predictions_loss: 140.4985 - logcount_predictions_loss: 0.4017 481/2196 [=====>........................] - ETA: 4:29 - loss: 141.1803 - 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val_logcount_predictions_loss: 0.4240 Epoch 00013: val_loss did not improve from 150.82967 Epoch 14/50 1/2196 [..............................] - ETA: 8:43 - loss: 144.9542 - logits_profile_predictions_loss: 144.4179 - logcount_predictions_loss: 0.3155 2/2196 [..............................] - ETA: 6:09 - loss: 136.8527 - logits_profile_predictions_loss: 136.2721 - logcount_predictions_loss: 0.3415 3/2196 [..............................] - ETA: 5:55 - loss: 133.8712 - logits_profile_predictions_loss: 133.2745 - logcount_predictions_loss: 0.3510 4/2196 [..............................] - ETA: 5:50 - loss: 133.2803 - logits_profile_predictions_loss: 132.6868 - logcount_predictions_loss: 0.3491 5/2196 [..............................] - ETA: 5:48 - loss: 135.7677 - logits_profile_predictions_loss: 135.1603 - logcount_predictions_loss: 0.3573 6/2196 [..............................] - ETA: 5:47 - loss: 137.0373 - logits_profile_predictions_loss: 136.4157 - logcount_predictions_loss: 0.3657 7/2196 [..............................] - ETA: 5:46 - loss: 138.0646 - logits_profile_predictions_loss: 137.4378 - logcount_predictions_loss: 0.3687 8/2196 [..............................] - ETA: 5:45 - loss: 138.8302 - logits_profile_predictions_loss: 138.1982 - logcount_predictions_loss: 0.3718 9/2196 [..............................] - ETA: 5:45 - loss: 139.4971 - logits_profile_predictions_loss: 138.8634 - logcount_predictions_loss: 0.3728 10/2196 [..............................] - ETA: 5:44 - loss: 139.7445 - logits_profile_predictions_loss: 139.1081 - logcount_predictions_loss: 0.3743 11/2196 [..............................] - ETA: 5:44 - loss: 140.0647 - logits_profile_predictions_loss: 139.4265 - logcount_predictions_loss: 0.3754 12/2196 [..............................] - ETA: 5:43 - loss: 140.2354 - logits_profile_predictions_loss: 139.5967 - logcount_predictions_loss: 0.3757 13/2196 [..............................] - ETA: 5:43 - loss: 140.4749 - logits_profile_predictions_loss: 139.8356 - logcount_predictions_loss: 0.3760 14/2196 [..............................] - ETA: 5:43 - loss: 140.5228 - logits_profile_predictions_loss: 139.8837 - logcount_predictions_loss: 0.3760 15/2196 [..............................] - ETA: 5:42 - loss: 140.5314 - logits_profile_predictions_loss: 139.8905 - logcount_predictions_loss: 0.3770 16/2196 [..............................] - ETA: 5:42 - loss: 140.4275 - logits_profile_predictions_loss: 139.7854 - logcount_predictions_loss: 0.3777 17/2196 [..............................] - ETA: 5:42 - loss: 140.2157 - logits_profile_predictions_loss: 139.5724 - logcount_predictions_loss: 0.3784 18/2196 [..............................] - ETA: 5:42 - loss: 139.9703 - logits_profile_predictions_loss: 139.3257 - logcount_predictions_loss: 0.3792 19/2196 [..............................] - ETA: 5:41 - loss: 139.7865 - logits_profile_predictions_loss: 139.1404 - logcount_predictions_loss: 0.3800 20/2196 [..............................] - ETA: 5:41 - loss: 139.5396 - logits_profile_predictions_loss: 138.8926 - logcount_predictions_loss: 0.3806 21/2196 [..............................] - ETA: 5:41 - loss: 139.3792 - logits_profile_predictions_loss: 138.7313 - logcount_predictions_loss: 0.3811 22/2196 [..............................] - ETA: 5:41 - loss: 139.2344 - logits_profile_predictions_loss: 138.5858 - logcount_predictions_loss: 0.3816 23/2196 [..............................] - ETA: 5:41 - loss: 139.1878 - logits_profile_predictions_loss: 138.5381 - logcount_predictions_loss: 0.3822 24/2196 [..............................] - ETA: 5:41 - loss: 139.1711 - logits_profile_predictions_loss: 138.5203 - logcount_predictions_loss: 0.3828 25/2196 [..............................] - ETA: 5:41 - loss: 139.1495 - logits_profile_predictions_loss: 138.4984 - logcount_predictions_loss: 0.3831 26/2196 [..............................] - ETA: 5:41 - loss: 139.1193 - logits_profile_predictions_loss: 138.4682 - logcount_predictions_loss: 0.3830 27/2196 [..............................] - ETA: 5:40 - loss: 139.1114 - logits_profile_predictions_loss: 138.4605 - logcount_predictions_loss: 0.3829 28/2196 [..............................] - ETA: 5:40 - loss: 139.1579 - logits_profile_predictions_loss: 138.5071 - logcount_predictions_loss: 0.3829 29/2196 [..............................] - ETA: 5:40 - loss: 139.2261 - logits_profile_predictions_loss: 138.5753 - logcount_predictions_loss: 0.3828 30/2196 [..............................] - ETA: 5:40 - loss: 139.2791 - logits_profile_predictions_loss: 138.6287 - logcount_predictions_loss: 0.3826 31/2196 [..............................] - ETA: 5:40 - loss: 139.3183 - logits_profile_predictions_loss: 138.6685 - logcount_predictions_loss: 0.3823 32/2196 [..............................] - ETA: 5:40 - loss: 139.3268 - logits_profile_predictions_loss: 138.6772 - logcount_predictions_loss: 0.3821 33/2196 [..............................] - ETA: 5:39 - loss: 139.3541 - logits_profile_predictions_loss: 138.7046 - logcount_predictions_loss: 0.3821 34/2196 [..............................] - ETA: 5:39 - loss: 139.3689 - logits_profile_predictions_loss: 138.7198 - logcount_predictions_loss: 0.3818 35/2196 [..............................] - ETA: 5:39 - loss: 139.3835 - logits_profile_predictions_loss: 138.7348 - logcount_predictions_loss: 0.3816 36/2196 [..............................] - ETA: 5:39 - loss: 139.4255 - logits_profile_predictions_loss: 138.7771 - logcount_predictions_loss: 0.3814 37/2196 [..............................] - ETA: 5:39 - loss: 139.4628 - logits_profile_predictions_loss: 138.8146 - logcount_predictions_loss: 0.3813 38/2196 [..............................] - ETA: 5:39 - loss: 139.4852 - logits_profile_predictions_loss: 138.8372 - logcount_predictions_loss: 0.3812 39/2196 [..............................] - ETA: 5:38 - loss: 139.5091 - logits_profile_predictions_loss: 138.8613 - logcount_predictions_loss: 0.3811 40/2196 [..............................] - ETA: 5:38 - loss: 139.5323 - logits_profile_predictions_loss: 138.8848 - logcount_predictions_loss: 0.3809 41/2196 [..............................] - ETA: 5:38 - loss: 139.5705 - logits_profile_predictions_loss: 138.9232 - logcount_predictions_loss: 0.3808 42/2196 [..............................] - ETA: 5:38 - loss: 139.6009 - logits_profile_predictions_loss: 138.9538 - logcount_predictions_loss: 0.3806 43/2196 [..............................] - ETA: 5:38 - loss: 139.6175 - logits_profile_predictions_loss: 138.9707 - logcount_predictions_loss: 0.3805 44/2196 [..............................] - ETA: 5:38 - loss: 139.6349 - logits_profile_predictions_loss: 138.9885 - logcount_predictions_loss: 0.3803 45/2196 [..............................] - ETA: 5:37 - loss: 139.6441 - logits_profile_predictions_loss: 138.9979 - logcount_predictions_loss: 0.3801 46/2196 [..............................] - ETA: 5:37 - loss: 139.6547 - logits_profile_predictions_loss: 139.0089 - logcount_predictions_loss: 0.3799 47/2196 [..............................] - ETA: 5:37 - loss: 139.6496 - logits_profile_predictions_loss: 139.0040 - logcount_predictions_loss: 0.3798 48/2196 [..............................] - ETA: 5:37 - loss: 139.6532 - logits_profile_predictions_loss: 139.0079 - logcount_predictions_loss: 0.3796 49/2196 [..............................] - ETA: 5:37 - loss: 139.6489 - logits_profile_predictions_loss: 139.0039 - logcount_predictions_loss: 0.3794 50/2196 [..............................] - ETA: 5:36 - loss: 139.6469 - logits_profile_predictions_loss: 139.0021 - logcount_predictions_loss: 0.3793 51/2196 [..............................] - ETA: 5:36 - loss: 139.6399 - logits_profile_predictions_loss: 138.9955 - logcount_predictions_loss: 0.3791 52/2196 [..............................] - ETA: 5:36 - loss: 139.6406 - logits_profile_predictions_loss: 138.9967 - logcount_predictions_loss: 0.3788 53/2196 [..............................] - ETA: 5:36 - loss: 139.6511 - logits_profile_predictions_loss: 139.0074 - logcount_predictions_loss: 0.3786 54/2196 [..............................] - ETA: 5:36 - loss: 139.6510 - logits_profile_predictions_loss: 139.0076 - logcount_predictions_loss: 0.3785 55/2196 [..............................] - ETA: 5:36 - loss: 139.6569 - logits_profile_predictions_loss: 139.0138 - logcount_predictions_loss: 0.3783 56/2196 [..............................] - ETA: 5:35 - loss: 139.6626 - logits_profile_predictions_loss: 139.0196 - logcount_predictions_loss: 0.3782 57/2196 [..............................] - ETA: 5:35 - loss: 139.6792 - logits_profile_predictions_loss: 139.0365 - logcount_predictions_loss: 0.3781 58/2196 [..............................] - ETA: 5:35 - loss: 139.6953 - logits_profile_predictions_loss: 139.0529 - logcount_predictions_loss: 0.3779 59/2196 [..............................] - ETA: 5:35 - loss: 139.7209 - logits_profile_predictions_loss: 139.0788 - logcount_predictions_loss: 0.3778 60/2196 [..............................] - ETA: 5:35 - loss: 139.7386 - logits_profile_predictions_loss: 139.0966 - logcount_predictions_loss: 0.3776 61/2196 [..............................] - ETA: 5:35 - loss: 139.7538 - logits_profile_predictions_loss: 139.1121 - logcount_predictions_loss: 0.3775 62/2196 [..............................] - ETA: 5:34 - loss: 139.7650 - logits_profile_predictions_loss: 139.1234 - logcount_predictions_loss: 0.3774 63/2196 [..............................] - ETA: 5:34 - loss: 139.7764 - logits_profile_predictions_loss: 139.1352 - logcount_predictions_loss: 0.3772 64/2196 [..............................] - ETA: 5:34 - loss: 139.7848 - logits_profile_predictions_loss: 139.1439 - logcount_predictions_loss: 0.3770 65/2196 [..............................] - ETA: 5:34 - loss: 139.7933 - logits_profile_predictions_loss: 139.1526 - logcount_predictions_loss: 0.3769 66/2196 [..............................] - ETA: 5:34 - loss: 139.8063 - logits_profile_predictions_loss: 139.1660 - logcount_predictions_loss: 0.3767 67/2196 [..............................] - ETA: 5:34 - loss: 139.8191 - logits_profile_predictions_loss: 139.1790 - logcount_predictions_loss: 0.3766 68/2196 [..............................] - ETA: 5:33 - loss: 139.8262 - logits_profile_predictions_loss: 139.1861 - logcount_predictions_loss: 0.3765 69/2196 [..............................] - ETA: 5:33 - loss: 139.8413 - logits_profile_predictions_loss: 139.2013 - logcount_predictions_loss: 0.3765 70/2196 [..............................] - ETA: 5:33 - loss: 139.8593 - logits_profile_predictions_loss: 139.2194 - logcount_predictions_loss: 0.3764 71/2196 [..............................] - ETA: 5:33 - loss: 139.8773 - logits_profile_predictions_loss: 139.2375 - logcount_predictions_loss: 0.3764 72/2196 [..............................] - ETA: 5:33 - loss: 139.8938 - logits_profile_predictions_loss: 139.2541 - logcount_predictions_loss: 0.3763 73/2196 [..............................] - ETA: 5:33 - loss: 139.9082 - logits_profile_predictions_loss: 139.2685 - logcount_predictions_loss: 0.3763 74/2196 [>.............................] - ETA: 5:32 - loss: 139.9155 - logits_profile_predictions_loss: 139.2760 - logcount_predictions_loss: 0.3762 75/2196 [>.............................] - ETA: 5:32 - loss: 139.9163 - logits_profile_predictions_loss: 139.2767 - logcount_predictions_loss: 0.3762 76/2196 [>.............................] - ETA: 5:32 - loss: 139.9168 - logits_profile_predictions_loss: 139.2773 - logcount_predictions_loss: 0.3762 77/2196 [>.............................] - ETA: 5:32 - loss: 139.9145 - logits_profile_predictions_loss: 139.2751 - logcount_predictions_loss: 0.3761 78/2196 [>.............................] - ETA: 5:32 - loss: 139.9105 - logits_profile_predictions_loss: 139.2711 - logcount_predictions_loss: 0.3761 79/2196 [>.............................] - ETA: 5:32 - loss: 139.9062 - logits_profile_predictions_loss: 139.2669 - logcount_predictions_loss: 0.3761 80/2196 [>.............................] - ETA: 5:31 - loss: 139.8975 - logits_profile_predictions_loss: 139.2583 - logcount_predictions_loss: 0.3760 81/2196 [>.............................] - ETA: 5:31 - loss: 139.8899 - logits_profile_predictions_loss: 139.2508 - logcount_predictions_loss: 0.3760 82/2196 [>.............................] - ETA: 5:31 - loss: 139.8803 - logits_profile_predictions_loss: 139.2412 - logcount_predictions_loss: 0.3759 83/2196 [>.............................] - ETA: 5:31 - loss: 139.8662 - logits_profile_predictions_loss: 139.2271 - logcount_predictions_loss: 0.3759 84/2196 [>.............................] - ETA: 5:31 - loss: 139.8543 - logits_profile_predictions_loss: 139.2154 - logcount_predictions_loss: 0.3758 85/2196 [>.............................] - ETA: 5:31 - loss: 139.8525 - logits_profile_predictions_loss: 139.2136 - logcount_predictions_loss: 0.3758 86/2196 [>.............................] - ETA: 5:30 - loss: 139.8518 - logits_profile_predictions_loss: 139.2130 - logcount_predictions_loss: 0.3758 87/2196 [>.............................] - ETA: 5:30 - loss: 139.8524 - logits_profile_predictions_loss: 139.2136 - logcount_predictions_loss: 0.3758 88/2196 [>.............................] - ETA: 5:30 - loss: 139.8511 - logits_profile_predictions_loss: 139.2123 - logcount_predictions_loss: 0.3757 89/2196 [>.............................] - ETA: 5:30 - loss: 139.8511 - logits_profile_predictions_loss: 139.2124 - logcount_predictions_loss: 0.3757 90/2196 [>.............................] - ETA: 5:30 - loss: 139.8499 - logits_profile_predictions_loss: 139.2111 - logcount_predictions_loss: 0.3757 91/2196 [>.............................] - ETA: 5:30 - loss: 139.8471 - logits_profile_predictions_loss: 139.2084 - logcount_predictions_loss: 0.3758 92/2196 [>.............................] - ETA: 5:29 - loss: 139.8451 - logits_profile_predictions_loss: 139.2064 - logcount_predictions_loss: 0.3758 93/2196 [>.............................] - ETA: 5:29 - loss: 139.8431 - logits_profile_predictions_loss: 139.2043 - logcount_predictions_loss: 0.3758 94/2196 [>.............................] - ETA: 5:29 - loss: 139.8420 - logits_profile_predictions_loss: 139.2032 - logcount_predictions_loss: 0.3758 95/2196 [>.............................] - ETA: 5:29 - loss: 139.8405 - logits_profile_predictions_loss: 139.2017 - logcount_predictions_loss: 0.3757 96/2196 [>.............................] - ETA: 5:29 - loss: 139.8395 - logits_profile_predictions_loss: 139.2008 - logcount_predictions_loss: 0.3757 97/2196 [>.............................] - ETA: 5:29 - loss: 139.8355 - logits_profile_predictions_loss: 139.1968 - logcount_predictions_loss: 0.3757 98/2196 [>.............................] - ETA: 5:29 - loss: 139.8299 - logits_profile_predictions_loss: 139.1911 - logcount_predictions_loss: 0.3757 99/2196 [>.............................] - ETA: 5:28 - loss: 139.8264 - logits_profile_predictions_loss: 139.1877 - logcount_predictions_loss: 0.3757 100/2196 [>.............................] - ETA: 5:28 - loss: 139.8261 - logits_profile_predictions_loss: 139.1873 - logcount_predictions_loss: 0.3757 101/2196 [>.............................] - ETA: 5:28 - loss: 139.8257 - logits_profile_predictions_loss: 139.1869 - logcount_predictions_loss: 0.3757 102/2196 [>.............................] - ETA: 5:28 - loss: 139.8278 - logits_profile_predictions_loss: 139.1890 - logcount_predictions_loss: 0.3757 103/2196 [>.............................] - ETA: 5:28 - loss: 139.8282 - logits_profile_predictions_loss: 139.1895 - logcount_predictions_loss: 0.3757 104/2196 [>.............................] - ETA: 5:28 - loss: 139.8276 - logits_profile_predictions_loss: 139.1889 - logcount_predictions_loss: 0.3757 105/2196 [>.............................] - ETA: 5:27 - loss: 139.8256 - logits_profile_predictions_loss: 139.1869 - logcount_predictions_loss: 0.3757 106/2196 [>.............................] - ETA: 5:27 - loss: 139.8211 - logits_profile_predictions_loss: 139.1824 - logcount_predictions_loss: 0.3757 107/2196 [>.............................] - ETA: 5:27 - loss: 139.8167 - logits_profile_predictions_loss: 139.1781 - logcount_predictions_loss: 0.3757 108/2196 [>.............................] - ETA: 5:27 - loss: 139.8122 - logits_profile_predictions_loss: 139.1736 - logcount_predictions_loss: 0.3757 109/2196 [>.............................] - ETA: 5:27 - loss: 139.8049 - logits_profile_predictions_loss: 139.1663 - logcount_predictions_loss: 0.3756 110/2196 [>.............................] - ETA: 5:27 - loss: 139.7966 - logits_profile_predictions_loss: 139.1581 - logcount_predictions_loss: 0.3756 111/2196 [>.............................] - ETA: 5:26 - loss: 139.7907 - logits_profile_predictions_loss: 139.1521 - logcount_predictions_loss: 0.3756 112/2196 [>.............................] - ETA: 5:26 - loss: 139.7845 - logits_profile_predictions_loss: 139.1459 - logcount_predictions_loss: 0.3756 113/2196 [>.............................] - ETA: 5:26 - loss: 139.7785 - logits_profile_predictions_loss: 139.1400 - logcount_predictions_loss: 0.3756 114/2196 [>.............................] - ETA: 5:26 - loss: 139.7720 - logits_profile_predictions_loss: 139.1334 - logcount_predictions_loss: 0.3757 115/2196 [>.............................] - ETA: 5:26 - loss: 139.7639 - logits_profile_predictions_loss: 139.1252 - logcount_predictions_loss: 0.3757 116/2196 [>.............................] - ETA: 5:26 - loss: 139.7551 - logits_profile_predictions_loss: 139.1164 - logcount_predictions_loss: 0.3757 117/2196 [>.............................] - ETA: 5:25 - loss: 139.7466 - logits_profile_predictions_loss: 139.1079 - logcount_predictions_loss: 0.3757 118/2196 [>.............................] - ETA: 5:25 - loss: 139.7353 - logits_profile_predictions_loss: 139.0966 - logcount_predictions_loss: 0.3757 119/2196 [>.............................] - ETA: 5:25 - loss: 139.7224 - logits_profile_predictions_loss: 139.0836 - logcount_predictions_loss: 0.3757 120/2196 [>.............................] - ETA: 5:25 - loss: 139.7115 - logits_profile_predictions_loss: 139.0727 - logcount_predictions_loss: 0.3757 121/2196 [>.............................] - ETA: 5:25 - loss: 139.7018 - logits_profile_predictions_loss: 139.0631 - logcount_predictions_loss: 0.3758 122/2196 [>.............................] - ETA: 5:25 - loss: 139.6935 - logits_profile_predictions_loss: 139.0547 - logcount_predictions_loss: 0.3758 123/2196 [>.............................] - ETA: 5:24 - loss: 139.6862 - logits_profile_predictions_loss: 139.0474 - logcount_predictions_loss: 0.3758 124/2196 [>.............................] - ETA: 5:24 - loss: 139.6793 - logits_profile_predictions_loss: 139.0405 - logcount_predictions_loss: 0.3758 125/2196 [>.............................] - ETA: 5:24 - loss: 139.6717 - logits_profile_predictions_loss: 139.0329 - logcount_predictions_loss: 0.3758 126/2196 [>.............................] - ETA: 5:24 - loss: 139.6633 - logits_profile_predictions_loss: 139.0244 - logcount_predictions_loss: 0.3758 127/2196 [>.............................] - ETA: 5:24 - loss: 139.6537 - logits_profile_predictions_loss: 139.0148 - logcount_predictions_loss: 0.3758 128/2196 [>.............................] - ETA: 5:24 - loss: 139.6451 - logits_profile_predictions_loss: 139.0063 - logcount_predictions_loss: 0.3758 129/2196 [>.............................] - ETA: 5:24 - loss: 139.6368 - logits_profile_predictions_loss: 138.9980 - logcount_predictions_loss: 0.3758 130/2196 [>.............................] - ETA: 5:23 - loss: 139.6280 - logits_profile_predictions_loss: 138.9893 - logcount_predictions_loss: 0.3757 131/2196 [>.............................] - ETA: 5:23 - loss: 139.6195 - logits_profile_predictions_loss: 138.9807 - logcount_predictions_loss: 0.3757 132/2196 [>.............................] - ETA: 5:23 - loss: 139.6120 - logits_profile_predictions_loss: 138.9733 - logcount_predictions_loss: 0.3757 133/2196 [>.............................] - ETA: 5:23 - loss: 139.6051 - logits_profile_predictions_loss: 138.9664 - logcount_predictions_loss: 0.3757 134/2196 [>.............................] - ETA: 5:23 - loss: 139.5980 - logits_profile_predictions_loss: 138.9594 - logcount_predictions_loss: 0.3757 135/2196 [>.............................] - ETA: 5:23 - loss: 139.5921 - logits_profile_predictions_loss: 138.9535 - logcount_predictions_loss: 0.3756 136/2196 [>.............................] - ETA: 5:22 - loss: 139.5864 - logits_profile_predictions_loss: 138.9479 - logcount_predictions_loss: 0.3756 137/2196 [>.............................] - ETA: 5:22 - loss: 139.5807 - logits_profile_predictions_loss: 138.9421 - logcount_predictions_loss: 0.3756 138/2196 [>.............................] - ETA: 5:22 - loss: 139.5758 - logits_profile_predictions_loss: 138.9373 - logcount_predictions_loss: 0.3756 139/2196 [>.............................] - ETA: 5:22 - loss: 139.5717 - logits_profile_predictions_loss: 138.9332 - logcount_predictions_loss: 0.3756 140/2196 [>.............................] - ETA: 5:22 - loss: 139.5694 - logits_profile_predictions_loss: 138.9309 - logcount_predictions_loss: 0.3756 141/2196 [>.............................] - ETA: 5:22 - loss: 139.5663 - logits_profile_predictions_loss: 138.9279 - logcount_predictions_loss: 0.3756 142/2196 [>.............................] - ETA: 5:22 - loss: 139.5617 - logits_profile_predictions_loss: 138.9233 - logcount_predictions_loss: 0.3755 143/2196 [>.............................] - ETA: 5:21 - loss: 139.5573 - logits_profile_predictions_loss: 138.9189 - logcount_predictions_loss: 0.3755 144/2196 [>.............................] - ETA: 5:21 - loss: 139.5527 - logits_profile_predictions_loss: 138.9143 - logcount_predictions_loss: 0.3755 145/2196 [>.............................] - ETA: 5:21 - loss: 139.5471 - logits_profile_predictions_loss: 138.9087 - logcount_predictions_loss: 0.3755 146/2196 [>.............................] - ETA: 5:21 - loss: 139.5417 - logits_profile_predictions_loss: 138.9033 - logcount_predictions_loss: 0.3755 147/2196 [=>............................] - ETA: 5:21 - loss: 139.5361 - logits_profile_predictions_loss: 138.8977 - logcount_predictions_loss: 0.3755 148/2196 [=>............................] - ETA: 5:21 - loss: 139.5303 - logits_profile_predictions_loss: 138.8920 - logcount_predictions_loss: 0.3755 149/2196 [=>............................] - ETA: 5:20 - loss: 139.5254 - logits_profile_predictions_loss: 138.8870 - logcount_predictions_loss: 0.3755 150/2196 [=>............................] - ETA: 5:20 - loss: 139.5213 - logits_profile_predictions_loss: 138.8829 - logcount_predictions_loss: 0.3755 151/2196 [=>............................] - ETA: 5:20 - loss: 139.5176 - logits_profile_predictions_loss: 138.8792 - logcount_predictions_loss: 0.3755 152/2196 [=>............................] - ETA: 5:20 - loss: 139.5146 - logits_profile_predictions_loss: 138.8762 - logcount_predictions_loss: 0.3755 153/2196 [=>............................] - ETA: 5:20 - loss: 139.5114 - logits_profile_predictions_loss: 138.8730 - logcount_predictions_loss: 0.3756 154/2196 [=>............................] - ETA: 5:20 - loss: 139.5080 - logits_profile_predictions_loss: 138.8695 - logcount_predictions_loss: 0.3756 155/2196 [=>............................] - ETA: 5:19 - loss: 139.5048 - logits_profile_predictions_loss: 138.8663 - logcount_predictions_loss: 0.3756 156/2196 [=>............................] - ETA: 5:19 - loss: 139.5013 - logits_profile_predictions_loss: 138.8628 - logcount_predictions_loss: 0.3756 157/2196 [=>............................] - ETA: 5:19 - loss: 139.4978 - logits_profile_predictions_loss: 138.8592 - logcount_predictions_loss: 0.3756 158/2196 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[===========================>..] - ETA: 13s - loss: 138.2241 - logits_profile_predictions_loss: 137.5821 - logcount_predictions_loss: 0.3776 2109/2196 [===========================>..] - ETA: 13s - loss: 138.2242 - logits_profile_predictions_loss: 137.5822 - logcount_predictions_loss: 0.3776 2110/2196 [===========================>..] - ETA: 13s - loss: 138.2243 - logits_profile_predictions_loss: 137.5823 - logcount_predictions_loss: 0.3776 2111/2196 [===========================>..] - ETA: 13s - loss: 138.2244 - logits_profile_predictions_loss: 137.5824 - logcount_predictions_loss: 0.3776 2112/2196 [===========================>..] - ETA: 13s - loss: 138.2245 - logits_profile_predictions_loss: 137.5825 - logcount_predictions_loss: 0.3776 2113/2196 [===========================>..] - ETA: 13s - loss: 138.2246 - logits_profile_predictions_loss: 137.5826 - logcount_predictions_loss: 0.3776 2114/2196 [===========================>..] - ETA: 12s - loss: 138.2247 - logits_profile_predictions_loss: 137.5827 - logcount_predictions_loss: 0.3776 2115/2196 [===========================>..] - ETA: 12s - loss: 138.2248 - logits_profile_predictions_loss: 137.5828 - logcount_predictions_loss: 0.3776 2116/2196 [===========================>..] - ETA: 12s - loss: 138.2250 - logits_profile_predictions_loss: 137.5830 - logcount_predictions_loss: 0.3776 2117/2196 [===========================>..] - ETA: 12s - loss: 138.2251 - logits_profile_predictions_loss: 137.5831 - logcount_predictions_loss: 0.3776 2118/2196 [===========================>..] - ETA: 12s - loss: 138.2252 - logits_profile_predictions_loss: 137.5832 - logcount_predictions_loss: 0.3776 2119/2196 [===========================>..] - ETA: 12s - loss: 138.2253 - logits_profile_predictions_loss: 137.5833 - logcount_predictions_loss: 0.3776 2120/2196 [===========================>..] - ETA: 11s - loss: 138.2254 - logits_profile_predictions_loss: 137.5834 - logcount_predictions_loss: 0.3776 2121/2196 [===========================>..] - ETA: 11s - loss: 138.2255 - logits_profile_predictions_loss: 137.5835 - logcount_predictions_loss: 0.3776 2122/2196 [===========================>..] - ETA: 11s - loss: 138.2256 - logits_profile_predictions_loss: 137.5836 - logcount_predictions_loss: 0.3776 2123/2196 [============================>.] - ETA: 11s - loss: 138.2257 - logits_profile_predictions_loss: 137.5837 - logcount_predictions_loss: 0.3776 2124/2196 [============================>.] - ETA: 11s - loss: 138.2258 - logits_profile_predictions_loss: 137.5838 - logcount_predictions_loss: 0.3776 2125/2196 [============================>.] - ETA: 11s - loss: 138.2259 - logits_profile_predictions_loss: 137.5839 - logcount_predictions_loss: 0.3776 2126/2196 [============================>.] - ETA: 11s - loss: 138.2260 - logits_profile_predictions_loss: 137.5840 - logcount_predictions_loss: 0.3776 2127/2196 [============================>.] - ETA: 10s - loss: 138.2261 - logits_profile_predictions_loss: 137.5841 - logcount_predictions_loss: 0.3776 2128/2196 [============================>.] - ETA: 10s - loss: 138.2262 - logits_profile_predictions_loss: 137.5842 - logcount_predictions_loss: 0.3776 2129/2196 [============================>.] - ETA: 10s - loss: 138.2263 - logits_profile_predictions_loss: 137.5843 - logcount_predictions_loss: 0.3776 2130/2196 [============================>.] - ETA: 10s - loss: 138.2264 - logits_profile_predictions_loss: 137.5844 - logcount_predictions_loss: 0.3776 2131/2196 [============================>.] - ETA: 10s - loss: 138.2265 - logits_profile_predictions_loss: 137.5845 - logcount_predictions_loss: 0.3776 2132/2196 [============================>.] - ETA: 10s - loss: 138.2266 - logits_profile_predictions_loss: 137.5845 - logcount_predictions_loss: 0.3776 2133/2196 [============================>.] - ETA: 9s - loss: 138.2267 - logits_profile_predictions_loss: 137.5846 - logcount_predictions_loss: 0.3776  2134/2196 [============================>.] - ETA: 9s - loss: 138.2267 - logits_profile_predictions_loss: 137.5847 - logcount_predictions_loss: 0.3776 2135/2196 [============================>.] - ETA: 9s - loss: 138.2268 - logits_profile_predictions_loss: 137.5848 - logcount_predictions_loss: 0.3776 2136/2196 [============================>.] - ETA: 9s - loss: 138.2269 - logits_profile_predictions_loss: 137.5849 - logcount_predictions_loss: 0.3776 2137/2196 [============================>.] - ETA: 9s - loss: 138.2270 - logits_profile_predictions_loss: 137.5850 - logcount_predictions_loss: 0.3776 2138/2196 [============================>.] - ETA: 9s - loss: 138.2271 - logits_profile_predictions_loss: 137.5851 - logcount_predictions_loss: 0.3776 2139/2196 [============================>.] - ETA: 8s - loss: 138.2272 - logits_profile_predictions_loss: 137.5852 - logcount_predictions_loss: 0.3776 2140/2196 [============================>.] - ETA: 8s - loss: 138.2273 - logits_profile_predictions_loss: 137.5853 - logcount_predictions_loss: 0.3776 2141/2196 [============================>.] - ETA: 8s - loss: 138.2274 - logits_profile_predictions_loss: 137.5853 - logcount_predictions_loss: 0.3776 2142/2196 [============================>.] - ETA: 8s - loss: 138.2275 - logits_profile_predictions_loss: 137.5854 - logcount_predictions_loss: 0.3776 2143/2196 [============================>.] - ETA: 8s - loss: 138.2276 - logits_profile_predictions_loss: 137.5855 - logcount_predictions_loss: 0.3776 2144/2196 [============================>.] - ETA: 8s - loss: 138.2277 - logits_profile_predictions_loss: 137.5856 - logcount_predictions_loss: 0.3776 2145/2196 [============================>.] - ETA: 8s - loss: 138.2277 - logits_profile_predictions_loss: 137.5857 - logcount_predictions_loss: 0.3776 2146/2196 [============================>.] - ETA: 7s - loss: 138.2278 - logits_profile_predictions_loss: 137.5858 - logcount_predictions_loss: 0.3776 2147/2196 [============================>.] - ETA: 7s - loss: 138.2279 - logits_profile_predictions_loss: 137.5859 - logcount_predictions_loss: 0.3776 2148/2196 [============================>.] - ETA: 7s - loss: 138.2280 - logits_profile_predictions_loss: 137.5860 - logcount_predictions_loss: 0.3776 2149/2196 [============================>.] - ETA: 7s - loss: 138.2281 - logits_profile_predictions_loss: 137.5860 - logcount_predictions_loss: 0.3776 2150/2196 [============================>.] - ETA: 7s - loss: 138.2282 - logits_profile_predictions_loss: 137.5861 - logcount_predictions_loss: 0.3776 2151/2196 [============================>.] - ETA: 7s - loss: 138.2282 - logits_profile_predictions_loss: 137.5862 - logcount_predictions_loss: 0.3776 2152/2196 [============================>.] - ETA: 6s - loss: 138.2283 - logits_profile_predictions_loss: 137.5863 - logcount_predictions_loss: 0.3776 2153/2196 [============================>.] - ETA: 6s - loss: 138.2284 - logits_profile_predictions_loss: 137.5863 - logcount_predictions_loss: 0.3776 2154/2196 [============================>.] - ETA: 6s - loss: 138.2285 - logits_profile_predictions_loss: 137.5864 - logcount_predictions_loss: 0.3776 2155/2196 [============================>.] - ETA: 6s - loss: 138.2285 - logits_profile_predictions_loss: 137.5865 - logcount_predictions_loss: 0.3776 2156/2196 [============================>.] - ETA: 6s - loss: 138.2286 - logits_profile_predictions_loss: 137.5866 - logcount_predictions_loss: 0.3776 2157/2196 [============================>.] - ETA: 6s - loss: 138.2287 - logits_profile_predictions_loss: 137.5866 - logcount_predictions_loss: 0.3776 2158/2196 [============================>.] - ETA: 5s - loss: 138.2287 - logits_profile_predictions_loss: 137.5867 - logcount_predictions_loss: 0.3776 2159/2196 [============================>.] - ETA: 5s - loss: 138.2288 - logits_profile_predictions_loss: 137.5868 - logcount_predictions_loss: 0.3776 2160/2196 [============================>.] - ETA: 5s - loss: 138.2289 - logits_profile_predictions_loss: 137.5868 - logcount_predictions_loss: 0.3776 2161/2196 [============================>.] - ETA: 5s - loss: 138.2290 - logits_profile_predictions_loss: 137.5869 - logcount_predictions_loss: 0.3776 2162/2196 [============================>.] - ETA: 5s - loss: 138.2290 - logits_profile_predictions_loss: 137.5870 - logcount_predictions_loss: 0.3776 2163/2196 [============================>.] - ETA: 5s - loss: 138.2291 - logits_profile_predictions_loss: 137.5870 - logcount_predictions_loss: 0.3776 2164/2196 [============================>.] - ETA: 5s - loss: 138.2292 - logits_profile_predictions_loss: 137.5871 - logcount_predictions_loss: 0.3776 2165/2196 [============================>.] - ETA: 4s - loss: 138.2292 - logits_profile_predictions_loss: 137.5872 - logcount_predictions_loss: 0.3776 2166/2196 [============================>.] - ETA: 4s - loss: 138.2293 - logits_profile_predictions_loss: 137.5873 - logcount_predictions_loss: 0.3776 2167/2196 [============================>.] - ETA: 4s - loss: 138.2294 - logits_profile_predictions_loss: 137.5873 - logcount_predictions_loss: 0.3776 2168/2196 [============================>.] - ETA: 4s - loss: 138.2295 - logits_profile_predictions_loss: 137.5874 - logcount_predictions_loss: 0.3776 2169/2196 [============================>.] - ETA: 4s - loss: 138.2295 - logits_profile_predictions_loss: 137.5875 - logcount_predictions_loss: 0.3776 2170/2196 [============================>.] - ETA: 4s - loss: 138.2296 - logits_profile_predictions_loss: 137.5875 - logcount_predictions_loss: 0.3776 2171/2196 [============================>.] - ETA: 3s - loss: 138.2297 - logits_profile_predictions_loss: 137.5876 - logcount_predictions_loss: 0.3776 2172/2196 [============================>.] - ETA: 3s - loss: 138.2297 - logits_profile_predictions_loss: 137.5877 - logcount_predictions_loss: 0.3776 2173/2196 [============================>.] - ETA: 3s - loss: 138.2298 - logits_profile_predictions_loss: 137.5877 - logcount_predictions_loss: 0.3776 2174/2196 [============================>.] - ETA: 3s - loss: 138.2298 - logits_profile_predictions_loss: 137.5878 - logcount_predictions_loss: 0.3776 2175/2196 [============================>.] - ETA: 3s - loss: 138.2299 - logits_profile_predictions_loss: 137.5878 - logcount_predictions_loss: 0.3776 2176/2196 [============================>.] - ETA: 3s - loss: 138.2300 - logits_profile_predictions_loss: 137.5879 - logcount_predictions_loss: 0.3776 2177/2196 [============================>.] - ETA: 2s - loss: 138.2300 - logits_profile_predictions_loss: 137.5880 - logcount_predictions_loss: 0.3776 2178/2196 [============================>.] - ETA: 2s - loss: 138.2301 - logits_profile_predictions_loss: 137.5880 - logcount_predictions_loss: 0.3776 2179/2196 [============================>.] - ETA: 2s - loss: 138.2301 - logits_profile_predictions_loss: 137.5881 - logcount_predictions_loss: 0.3776 2180/2196 [============================>.] - ETA: 2s - loss: 138.2302 - logits_profile_predictions_loss: 137.5881 - logcount_predictions_loss: 0.3776 2181/2196 [============================>.] - ETA: 2s - loss: 138.2303 - logits_profile_predictions_loss: 137.5882 - logcount_predictions_loss: 0.3776 2182/2196 [============================>.] - ETA: 2s - loss: 138.2303 - logits_profile_predictions_loss: 137.5882 - logcount_predictions_loss: 0.3776 2183/2196 [============================>.] - ETA: 2s - loss: 138.2304 - logits_profile_predictions_loss: 137.5883 - logcount_predictions_loss: 0.3777 2184/2196 [============================>.] - ETA: 1s - loss: 138.2304 - logits_profile_predictions_loss: 137.5884 - logcount_predictions_loss: 0.3777 2185/2196 [============================>.] - ETA: 1s - loss: 138.2305 - logits_profile_predictions_loss: 137.5884 - logcount_predictions_loss: 0.3777 2186/2196 [============================>.] - ETA: 1s - loss: 138.2306 - logits_profile_predictions_loss: 137.5885 - logcount_predictions_loss: 0.3777 2187/2196 [============================>.] - ETA: 1s - loss: 138.2306 - logits_profile_predictions_loss: 137.5885 - logcount_predictions_loss: 0.3777 2188/2196 [============================>.] - ETA: 1s - loss: 138.2307 - logits_profile_predictions_loss: 137.5886 - logcount_predictions_loss: 0.3777 2189/2196 [============================>.] - ETA: 1s - loss: 138.2307 - logits_profile_predictions_loss: 137.5886 - logcount_predictions_loss: 0.3777 2190/2196 [============================>.] - ETA: 0s - loss: 138.2308 - logits_profile_predictions_loss: 137.5887 - logcount_predictions_loss: 0.3777 2191/2196 [============================>.] - ETA: 0s - loss: 138.2308 - logits_profile_predictions_loss: 137.5887 - logcount_predictions_loss: 0.3777 2192/2196 [============================>.] - ETA: 0s - loss: 138.2309 - logits_profile_predictions_loss: 137.5888 - logcount_predictions_loss: 0.3777 2193/2196 [============================>.] - ETA: 0s - loss: 138.2309 - logits_profile_predictions_loss: 137.5888 - logcount_predictions_loss: 0.3777 2194/2196 [============================>.] - ETA: 0s - loss: 138.2310 - logits_profile_predictions_loss: 137.5889 - logcount_predictions_loss: 0.3777 2195/2196 [============================>.] - ETA: 0s - loss: 138.2310 - logits_profile_predictions_loss: 137.5889 - logcount_predictions_loss: 0.3777 2196/2196 [==============================] - ETA: 0s - loss: 138.2311 - logits_profile_predictions_loss: 137.5890 - logcount_predictions_loss: 0.3777 2196/2196 [==============================] - 361s 164ms/step - loss: 138.2312 - logits_profile_predictions_loss: 137.5891 - logcount_predictions_loss: 0.3777 - val_loss: 152.0267 - val_logits_profile_predictions_loss: 151.2782 - val_logcount_predictions_loss: 0.4403 Epoch 00014: val_loss did not improve from 150.82967 Restoring model weights from the end of the best epoch. Epoch 00014: early stopping save model save model without bias 2023-01-18_18-46-56: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR649XRC//preprocessing/bigWigs/ENCSR649XRC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(30059, 10) loading nonpeaks... got split:test for bed regions:(29975, 10) 0/235 100/235 200/235 2023-01-18_18-50-11: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR649XRC//preprocessing/bigWigs/ENCSR649XRC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(30059, 10) loading nonpeaks... got split:test for bed regions:(29975, 10) 0/235 100/235 200/235 2023-01-18_18-53-16: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR649XRC//preprocessing/bigWigs/ENCSR649XRC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(30059, 10) loading nonpeaks... got split:test for bed regions:(29975, 10) 0/235 100/235 200/235 2023-01-18_18-55-30: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//footprints 2023-01-18_18-55-30: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/29 [>.............................] - ETA: 3:25 3/29 [==>...........................] - ETA: 9s  4/29 [===>..........................] - ETA: 11s 5/29 [====>.........................] - ETA: 12s 6/29 [=====>........................] - ETA: 12s 7/29 [======>.......................] - ETA: 12s 8/29 [=======>......................] - ETA: 12s 9/29 [========>.....................] - ETA: 11s 10/29 [=========>....................] - ETA: 11s 11/29 [==========>...................] - ETA: 11s 12/29 [===========>..................] - ETA: 10s 13/29 [============>.................] - ETA: 9s  14/29 [=============>................] - ETA: 9s 15/29 [==============>...............] - ETA: 8s 16/29 [===============>..............] - ETA: 8s 17/29 [================>.............] - ETA: 7s 18/29 [=================>............] - ETA: 7s 19/29 [==================>...........] - ETA: 6s 20/29 [===================>..........] - ETA: 5s 21/29 [====================>.........] - ETA: 5s 22/29 [=====================>........] - ETA: 4s 23/29 [======================>.......] - ETA: 3s 24/29 [=======================>......] - ETA: 3s 25/29 [========================>.....] - ETA: 2s 26/29 [=========================>....] - ETA: 1s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 29s 792ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 18s 3/29 [==>...........................] - ETA: 17s 4/29 [===>..........................] - ETA: 17s 5/29 [====>.........................] - ETA: 16s 6/29 [=====>........................] - ETA: 15s 7/29 [======>.......................] - ETA: 15s 8/29 [=======>......................] - ETA: 14s 9/29 [========>.....................] - ETA: 13s 10/29 [=========>....................] - ETA: 12s 11/29 [==========>...................] - ETA: 12s 12/29 [===========>..................] - ETA: 11s 13/29 [============>.................] - ETA: 10s 14/29 [=============>................] - ETA: 10s 15/29 [==============>...............] - ETA: 9s  16/29 [===============>..............] - ETA: 8s 17/29 [================>.............] - ETA: 8s 18/29 [=================>............] - ETA: 7s 19/29 [==================>...........] - ETA: 6s 20/29 [===================>..........] - ETA: 6s 21/29 [====================>.........] - ETA: 5s 22/29 [=====================>........] - ETA: 4s 23/29 [======================>.......] - ETA: 4s 24/29 [=======================>......] - ETA: 3s 25/29 [========================>.....] - ETA: 2s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 20s 696ms/step inserting motif: dnase_2 TGTACTTACGAA 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 18s 3/29 [==>...........................] - ETA: 17s 4/29 [===>..........................] - ETA: 17s 5/29 [====>.........................] - ETA: 16s 6/29 [=====>........................] - ETA: 15s 7/29 [======>.......................] - ETA: 15s 8/29 [=======>......................] - ETA: 14s 9/29 [========>.....................] - ETA: 13s 10/29 [=========>....................] - ETA: 13s 11/29 [==========>...................] - ETA: 12s 12/29 [===========>..................] - ETA: 11s 13/29 [============>.................] - ETA: 10s 14/29 [=============>................] - ETA: 10s 15/29 [==============>...............] - ETA: 9s  16/29 [===============>..............] - ETA: 8s 17/29 [================>.............] - ETA: 8s 18/29 [=================>............] - ETA: 7s 19/29 [==================>...........] - ETA: 6s 20/29 [===================>..........] - ETA: 6s 21/29 [====================>.........] - ETA: 5s 22/29 [=====================>........] - ETA: 4s 23/29 [======================>.......] - ETA: 4s 24/29 [=======================>......] - ETA: 3s 25/29 [========================>.....] - ETA: 2s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 20s 698ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 18s 3/29 [==>...........................] - ETA: 17s 4/29 [===>..........................] - ETA: 17s 5/29 [====>.........................] - ETA: 16s 6/29 [=====>........................] - ETA: 15s 7/29 [======>.......................] - ETA: 15s 8/29 [=======>......................] - ETA: 14s 9/29 [========>.....................] - ETA: 13s 10/29 [=========>....................] - ETA: 13s 11/29 [==========>...................] - ETA: 12s 12/29 [===========>..................] - ETA: 11s 13/29 [============>.................] - ETA: 10s 14/29 [=============>................] - ETA: 10s 15/29 [==============>...............] - ETA: 9s  16/29 [===============>..............] - ETA: 8s 17/29 [================>.............] - ETA: 8s 18/29 [=================>............] - ETA: 7s 19/29 [==================>...........] - ETA: 6s 20/29 [===================>..........] - ETA: 6s 21/29 [====================>.........] - ETA: 5s 22/29 [=====================>........] - ETA: 4s 23/29 [======================>.......] - ETA: 4s 24/29 [=======================>......] - ETA: 3s 25/29 [========================>.....] - ETA: 2s 26/29 [=========================>....] - ETA: 2s 27/29 [==========================>...] - ETA: 1s 28/29 [===========================>..] - ETA: 0s 29/29 [==============================] - ETA: 0s 29/29 [==============================] - 20s 700ms/step Saving marginal footprints 2023-01-18_18-57-22: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//footprints 2023-01-18_18-57-22: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR649XRC//chrombppnet_model_encsr283tme_bias_fold_2//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/29 [>.............................] - ETA: 1:39 3/29 [==>...........................] - ETA: 0s  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: 0s 11/29 [==========>...................] - ETA: 0s 12/29 [===========>..................] - ETA: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 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 [==============================] - 6s 72ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 1s 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: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 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 [==============================] - 2s 59ms/step inserting motif: dnase_2 TGTACTTACGAA 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 1s 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: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 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 [==============================] - 2s 59ms/step 1/29 [>.............................] - ETA: 0s 2/29 [=>............................] - ETA: 1s 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: 0s 13/29 [============>.................] - ETA: 0s 14/29 [=============>................] - ETA: 0s 15/29 [==============>...............] - ETA: 0s 16/29 [===============>..............] - ETA: 0s 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 [==============================] - 2s 59ms/step Saving marginal footprints