2023-01-18_21-46-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//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/ENCSR250GDW//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: 117247 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 117247 Number of peaks input: 24239 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 24239 Number of non peaks input: 117728 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 117728 Number of non peaks input: 23757 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 23757 Number of peaks after removing outliers: 115957 Number of nonpeaks after removing outliers: 104770 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 1/3275 [..............................] - ETA: 18:23:47 9/3275 [..............................] - ETA: 21s  17/3275 [..............................] - ETA: 21s 25/3275 [..............................] - ETA: 21s 33/3275 [..............................] - ETA: 20s 41/3275 [..............................] - ETA: 20s 49/3275 [..............................] - ETA: 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3173/3275 [============================>.] - ETA: 0s 3181/3275 [============================>.] - ETA: 0s 3189/3275 [============================>.] - ETA: 0s 3197/3275 [============================>.] - ETA: 0s 3205/3275 [============================>.] - ETA: 0s 3213/3275 [============================>.] - ETA: 0s 3221/3275 [============================>.] - ETA: 0s 3229/3275 [============================>.] - ETA: 0s 3237/3275 [============================>.] - ETA: 0s 3245/3275 [============================>.] - ETA: 0s 3253/3275 [============================>.] - ETA: 0s 3261/3275 [============================>.] - ETA: 0s 3269/3275 [============================>.] - ETA: 0s2023-01-18_23-13-00: 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//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//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/ENCSR250GDW//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: 117247 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 117247 Number of peaks input: 24239 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 24239 Number of non peaks input: 117728 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 117728 Number of non peaks input: 23757 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 23757 Number of peaks after removing outliers: 115957 Number of nonpeaks after removing outliers: 104201 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 1/3257 [..............................] - ETA: 6:01:56 8/3257 [..............................] - ETA: 23s  15/3257 [..............................] - ETA: 24s 22/3257 [..............................] - ETA: 24s 29/3257 [..............................] - ETA: 24s 36/3257 [..............................] - ETA: 23s 43/3257 [..............................] - ETA: 23s 51/3257 [..............................] - ETA: 23s 59/3257 [..............................] - ETA: 23s 67/3257 [..............................] - ETA: 23s 75/3257 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[============================>.] - ETA: 0s 3172/3257 [============================>.] - ETA: 0s 3180/3257 [============================>.] - ETA: 0s 3188/3257 [============================>.] - ETA: 0s 3196/3257 [============================>.] - ETA: 0s 3204/3257 [============================>.] - ETA: 0s 3212/3257 [============================>.] - ETA: 0s 3220/3257 [============================>.] - ETA: 0s 3228/3257 [============================>.] - ETA: 0s 3236/3257 [============================>.] - ETA: 0s 3244/3257 [============================>.] - ETA: 0s 3252/3257 [============================>.] - ETA: 0s 3257/3257 [==============================] - ETA: 0s 3257/3257 [==============================] - 29s 7ms/step 2023-01-18_23-19-04: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//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': '40.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//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:(105616, 10) loading nonpeaks... got split:train for bed regions:(93732, 10) loading peaks... got split:valid for bed regions:(10341, 10) loading nonpeaks... got split:valid for bed regions:(10469, 10) Epoch 1/50 1/1816 [..............................] - ETA: 3:59:18 - loss: 3495.1226 - logits_profile_predictions_loss: 3244.6633 - logcount_predictions_loss: 6.2303 2/1816 [..............................] - ETA: 14:39 - loss: 3171.7900 - logits_profile_predictions_loss: 2949.1337 - logcount_predictions_loss: 5.5387  3/1816 [..............................] - ETA: 14:36 - loss: 16989.5202 - logits_profile_predictions_loss: 2911.5011 - logcount_predictions_loss: 350.1994 4/1816 [..............................] - ETA: 14:33 - loss: 21302.7407 - logits_profile_predictions_loss: 2897.3074 - logcount_predictions_loss: 457.8466 5/1816 [..............................] - ETA: 14:30 - loss: 22634.7188 - logits_profile_predictions_loss: 2878.4588 - logcount_predictions_loss: 491.4492 6/1816 [..............................] - ETA: 14:28 - loss: 22821.2048 - logits_profile_predictions_loss: 2857.8792 - logcount_predictions_loss: 496.6001 7/1816 [..............................] - ETA: 14:25 - loss: 22535.6247 - logits_profile_predictions_loss: 2847.7193 - logcount_predictions_loss: 489.7488 8/1816 [..............................] - ETA: 14:24 - loss: 22045.9365 - logits_profile_predictions_loss: 2842.8063 - logcount_predictions_loss: 477.6898 9/1816 [..............................] - ETA: 14:24 - loss: 21466.1957 - logits_profile_predictions_loss: 2833.0083 - logcount_predictions_loss: 463.5121 10/1816 [..............................] - ETA: 14:22 - loss: 20869.0280 - logits_profile_predictions_loss: 2830.2129 - logcount_predictions_loss: 448.7267 11/1816 [..............................] - ETA: 14:19 - loss: 20274.2149 - logits_profile_predictions_loss: 2824.5917 - logcount_predictions_loss: 434.0702 12/1816 [..............................] - ETA: 14:18 - loss: 19706.0408 - logits_profile_predictions_loss: 2825.6886 - logcount_predictions_loss: 419.9092 13/1816 [..............................] - ETA: 14:16 - loss: 19178.9343 - logits_profile_predictions_loss: 2841.0137 - logcount_predictions_loss: 406.4159 14/1816 [..............................] - ETA: 14:16 - loss: 18675.0941 - logits_profile_predictions_loss: 2851.1569 - logcount_predictions_loss: 393.6303 15/1816 [..............................] - ETA: 14:14 - loss: 18198.9501 - logits_profile_predictions_loss: 2860.0264 - logcount_predictions_loss: 381.5652 16/1816 [..............................] - ETA: 14:12 - loss: 17746.1214 - logits_profile_predictions_loss: 2864.2308 - logcount_predictions_loss: 370.1963 17/1816 [..............................] - ETA: 14:11 - loss: 17317.2423 - logits_profile_predictions_loss: 2865.7499 - logcount_predictions_loss: 359.4898 18/1816 [..............................] - ETA: 14:11 - loss: 16911.1164 - logits_profile_predictions_loss: 2864.9098 - logcount_predictions_loss: 349.4081 19/1816 [..............................] - ETA: 14:10 - loss: 16528.7749 - logits_profile_predictions_loss: 2864.4004 - logcount_predictions_loss: 339.9098 20/1816 [..............................] - ETA: 14:09 - loss: 16167.2174 - logits_profile_predictions_loss: 2862.8876 - logcount_predictions_loss: 330.9535 21/1816 [..............................] - ETA: 14:08 - loss: 15825.2886 - logits_profile_predictions_loss: 2860.8619 - logcount_predictions_loss: 322.4982 22/1816 [..............................] - ETA: 14:08 - loss: 15500.1107 - logits_profile_predictions_loss: 2857.0857 - logcount_predictions_loss: 314.5031 23/1816 [..............................] - ETA: 14:07 - loss: 15193.4447 - logits_profile_predictions_loss: 2854.5563 - logcount_predictions_loss: 306.9375 24/1816 [..............................] - ETA: 14:06 - loss: 14902.1229 - logits_profile_predictions_loss: 2851.4780 - logcount_predictions_loss: 299.7673 25/1816 [..............................] - ETA: 14:05 - loss: 14624.7178 - logits_profile_predictions_loss: 2847.6709 - logcount_predictions_loss: 292.9614 26/1816 [..............................] - ETA: 14:05 - loss: 14361.4360 - logits_profile_predictions_loss: 2844.3052 - logcount_predictions_loss: 286.4958 27/1816 [..............................] - ETA: 14:04 - loss: 14112.3679 - logits_profile_predictions_loss: 2842.3783 - logcount_predictions_loss: 280.3480 28/1816 [..............................] - ETA: 14:03 - loss: 13877.6161 - logits_profile_predictions_loss: 2842.9266 - logcount_predictions_loss: 274.4948 29/1816 [..............................] - ETA: 14:02 - loss: 13655.0862 - logits_profile_predictions_loss: 2844.7864 - logcount_predictions_loss: 268.9129 30/1816 [..............................] - ETA: 14:01 - loss: 13442.7142 - logits_profile_predictions_loss: 2846.6167 - logcount_predictions_loss: 263.5845 31/1816 [..............................] - ETA: 14:01 - loss: 13239.2717 - logits_profile_predictions_loss: 2847.9117 - logcount_predictions_loss: 258.4915 32/1816 [..............................] - ETA: 14:00 - loss: 13044.4184 - logits_profile_predictions_loss: 2848.9213 - logcount_predictions_loss: 253.6193 33/1816 [..............................] - ETA: 14:00 - loss: 12857.2816 - logits_profile_predictions_loss: 2849.3628 - logcount_predictions_loss: 248.9532 34/1816 [..............................] - ETA: 13:59 - loss: 12677.6347 - logits_profile_predictions_loss: 2849.5505 - logcount_predictions_loss: 244.4797 35/1816 [..............................] - ETA: 13:58 - loss: 12505.6696 - logits_profile_predictions_loss: 2850.1132 - logcount_predictions_loss: 240.1880 36/1816 [..............................] - ETA: 13:58 - loss: 12340.3000 - logits_profile_predictions_loss: 2850.4554 - logcount_predictions_loss: 236.0658 37/1816 [..............................] - ETA: 13:57 - loss: 12180.8740 - logits_profile_predictions_loss: 2850.3317 - logcount_predictions_loss: 232.1031 38/1816 [..............................] - ETA: 13:56 - loss: 12027.4167 - logits_profile_predictions_loss: 2850.1192 - logcount_predictions_loss: 228.2910 39/1816 [..............................] - ETA: 13:56 - loss: 11879.3506 - logits_profile_predictions_loss: 2849.5990 - logcount_predictions_loss: 224.6207 40/1816 [..............................] - ETA: 13:55 - loss: 11736.7672 - logits_profile_predictions_loss: 2849.1552 - logcount_predictions_loss: 221.0849 41/1816 [..............................] - ETA: 13:55 - loss: 11599.4847 - logits_profile_predictions_loss: 2848.9428 - logcount_predictions_loss: 217.6752 42/1816 [..............................] - ETA: 13:54 - loss: 11466.8056 - logits_profile_predictions_loss: 2848.5446 - logcount_predictions_loss: 214.3846 43/1816 [..............................] - ETA: 13:54 - loss: 11339.0183 - logits_profile_predictions_loss: 2848.4769 - logcount_predictions_loss: 211.2075 44/1816 [..............................] - ETA: 13:53 - loss: 11214.8570 - logits_profile_predictions_loss: 2847.7619 - logcount_predictions_loss: 208.1367 45/1816 [..............................] - ETA: 13:52 - loss: 11094.1122 - logits_profile_predictions_loss: 2846.4185 - logcount_predictions_loss: 205.1665 46/1816 [..............................] - ETA: 13:52 - loss: 10977.5407 - logits_profile_predictions_loss: 2845.3652 - logcount_predictions_loss: 202.2929 47/1816 [..............................] - ETA: 13:51 - loss: 10865.1125 - logits_profile_predictions_loss: 2844.7452 - logcount_predictions_loss: 199.5116 48/1816 [..............................] - ETA: 13:51 - loss: 10756.0366 - logits_profile_predictions_loss: 2843.9730 - logcount_predictions_loss: 196.8175 49/1816 [..............................] - ETA: 13:50 - loss: 10650.0737 - logits_profile_predictions_loss: 2842.9804 - logcount_predictions_loss: 194.2063 50/1816 [..............................] - ETA: 13:49 - loss: 10547.2043 - logits_profile_predictions_loss: 2841.9118 - logcount_predictions_loss: 191.6740 51/1816 [..............................] - ETA: 13:49 - loss: 10447.4121 - logits_profile_predictions_loss: 2840.8839 - logcount_predictions_loss: 189.2171 52/1816 [..............................] - ETA: 13:48 - loss: 10350.6181 - logits_profile_predictions_loss: 2839.9652 - logcount_predictions_loss: 186.8322 53/1816 [..............................] - ETA: 13:48 - loss: 10256.4168 - logits_profile_predictions_loss: 2838.8788 - logcount_predictions_loss: 184.5159 54/1816 [..............................] - ETA: 13:47 - loss: 10165.2569 - logits_profile_predictions_loss: 2838.1758 - logcount_predictions_loss: 182.2657 55/1816 [..............................] - ETA: 13:47 - loss: 10076.4540 - logits_profile_predictions_loss: 2837.3105 - logcount_predictions_loss: 180.0782 56/1816 [..............................] - ETA: 13:46 - loss: 9989.8794 - logits_profile_predictions_loss: 2836.2691 - logcount_predictions_loss: 177.9505  57/1816 [..............................] - ETA: 13:46 - loss: 9905.7135 - logits_profile_predictions_loss: 2835.3055 - logcount_predictions_loss: 175.8808 58/1816 [..............................] - ETA: 13:46 - loss: 9823.6950 - logits_profile_predictions_loss: 2834.2731 - logcount_predictions_loss: 173.8662 59/1816 [..............................] - ETA: 13:45 - loss: 9743.7285 - logits_profile_predictions_loss: 2833.1726 - logcount_predictions_loss: 171.9044 60/1816 [..............................] - ETA: 13:44 - loss: 9665.9263 - logits_profile_predictions_loss: 2832.1869 - logcount_predictions_loss: 169.9935 61/1816 [>.............................] - ETA: 13:44 - loss: 9589.8812 - logits_profile_predictions_loss: 2831.0048 - logcount_predictions_loss: 168.1313 62/1816 [>.............................] - ETA: 13:43 - loss: 9515.4336 - logits_profile_predictions_loss: 2829.5528 - logcount_predictions_loss: 166.3155 63/1816 [>.............................] - ETA: 13:43 - loss: 9442.7443 - logits_profile_predictions_loss: 2828.0564 - logcount_predictions_loss: 164.5445 64/1816 [>.............................] - ETA: 13:43 - loss: 9371.8595 - logits_profile_predictions_loss: 2826.6188 - logcount_predictions_loss: 162.8169 65/1816 [>.............................] - ETA: 13:42 - loss: 9302.6863 - logits_profile_predictions_loss: 2825.2175 - logcount_predictions_loss: 161.1311 66/1816 [>.............................] - ETA: 13:42 - loss: 9234.9994 - logits_profile_predictions_loss: 2823.6948 - logcount_predictions_loss: 159.4852 67/1816 [>.............................] - ETA: 13:41 - loss: 9168.9432 - logits_profile_predictions_loss: 2822.2496 - logcount_predictions_loss: 157.8780 68/1816 [>.............................] - ETA: 13:41 - loss: 9104.1114 - logits_profile_predictions_loss: 2820.5497 - logcount_predictions_loss: 156.3075 69/1816 [>.............................] - ETA: 13:40 - loss: 9041.0456 - logits_profile_predictions_loss: 2819.1586 - logcount_predictions_loss: 154.7733 70/1816 [>.............................] - ETA: 13:40 - loss: 8979.4848 - logits_profile_predictions_loss: 2817.8833 - logcount_predictions_loss: 153.2737 71/1816 [>.............................] - ETA: 13:39 - loss: 8919.3103 - logits_profile_predictions_loss: 2816.6500 - logcount_predictions_loss: 151.8075 72/1816 [>.............................] - ETA: 13:39 - loss: 8860.2406 - logits_profile_predictions_loss: 2815.2327 - logcount_predictions_loss: 150.3733 73/1816 [>.............................] - ETA: 13:38 - loss: 8802.4116 - logits_profile_predictions_loss: 2813.8080 - logcount_predictions_loss: 148.9703 74/1816 [>.............................] - ETA: 13:38 - loss: 8745.6940 - logits_profile_predictions_loss: 2812.2909 - logcount_predictions_loss: 147.5971 75/1816 [>.............................] - ETA: 13:37 - loss: 8690.1182 - logits_profile_predictions_loss: 2810.7459 - logcount_predictions_loss: 146.2531 76/1816 [>.............................] - ETA: 13:37 - loss: 8635.7874 - logits_profile_predictions_loss: 2809.3157 - logcount_predictions_loss: 144.9371 77/1816 [>.............................] - ETA: 13:36 - loss: 8582.6272 - logits_profile_predictions_loss: 2807.9603 - logcount_predictions_loss: 143.6484 78/1816 [>.............................] - ETA: 13:36 - loss: 8530.6110 - logits_profile_predictions_loss: 2806.6870 - logcount_predictions_loss: 142.3862 79/1816 [>.............................] - ETA: 13:35 - loss: 8479.6734 - logits_profile_predictions_loss: 2805.4607 - logcount_predictions_loss: 141.1496 80/1816 [>.............................] - ETA: 13:35 - loss: 8429.7399 - logits_profile_predictions_loss: 2804.2453 - logcount_predictions_loss: 139.9377 81/1816 [>.............................] - ETA: 13:35 - loss: 8380.6711 - logits_profile_predictions_loss: 2802.9360 - logcount_predictions_loss: 138.7496 82/1816 [>.............................] - ETA: 13:34 - loss: 8332.4910 - logits_profile_predictions_loss: 2801.5827 - logcount_predictions_loss: 137.5848 83/1816 [>.............................] - ETA: 13:34 - loss: 8285.1829 - logits_profile_predictions_loss: 2800.1944 - logcount_predictions_loss: 136.4425 84/1816 [>.............................] - ETA: 13:33 - loss: 8238.7054 - logits_profile_predictions_loss: 2798.7604 - logcount_predictions_loss: 135.3220 85/1816 [>.............................] - ETA: 13:33 - loss: 8193.1670 - logits_profile_predictions_loss: 2797.4052 - logcount_predictions_loss: 134.2229 86/1816 [>.............................] - ETA: 13:32 - loss: 8148.4577 - logits_profile_predictions_loss: 2796.0553 - logcount_predictions_loss: 133.1444 87/1816 [>.............................] - ETA: 13:32 - loss: 8104.5609 - logits_profile_predictions_loss: 2794.7133 - logcount_predictions_loss: 132.0858 88/1816 [>.............................] - ETA: 13:31 - loss: 8061.4661 - logits_profile_predictions_loss: 2793.3919 - logcount_predictions_loss: 131.0466 89/1816 [>.............................] - ETA: 13:31 - loss: 8019.3636 - logits_profile_predictions_loss: 2792.2950 - logcount_predictions_loss: 130.0266 90/1816 [>.............................] - ETA: 13:31 - loss: 7978.1449 - logits_profile_predictions_loss: 2791.3436 - logcount_predictions_loss: 129.0249 91/1816 [>.............................] - ETA: 13:30 - loss: 7937.6910 - logits_profile_predictions_loss: 2790.4356 - logcount_predictions_loss: 128.0412 92/1816 [>.............................] - ETA: 13:30 - loss: 7898.0053 - logits_profile_predictions_loss: 2789.5919 - logcount_predictions_loss: 127.0750 93/1816 [>.............................] - ETA: 13:29 - loss: 7858.9625 - logits_profile_predictions_loss: 2788.7132 - logcount_predictions_loss: 126.1256 94/1816 [>.............................] - ETA: 13:29 - loss: 7820.5396 - logits_profile_predictions_loss: 2787.7983 - logcount_predictions_loss: 125.1926 95/1816 [>.............................] - ETA: 13:28 - loss: 7782.6860 - logits_profile_predictions_loss: 2786.8115 - logcount_predictions_loss: 124.2755 96/1816 [>.............................] - ETA: 13:28 - loss: 7745.3661 - logits_profile_predictions_loss: 2785.7381 - logcount_predictions_loss: 123.3738 97/1816 [>.............................] - ETA: 13:28 - loss: 7708.5936 - 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logits_profile_predictions_loss: 2649.5197 - logcount_predictions_loss: 59.4463 269/1816 [===>..........................] - ETA: 12:11 - loss: 5032.3971 - logits_profile_predictions_loss: 2649.0240 - logcount_predictions_loss: 59.2879 270/1816 [===>..........................] - ETA: 12:11 - loss: 5025.5686 - logits_profile_predictions_loss: 2648.5220 - logcount_predictions_loss: 59.1305 271/1816 [===>..........................] - ETA: 12:10 - loss: 5018.7938 - logits_profile_predictions_loss: 2648.0326 - logcount_predictions_loss: 58.9742 272/1816 [===>..........................] - ETA: 12:10 - loss: 5012.0524 - logits_profile_predictions_loss: 2647.5372 - logcount_predictions_loss: 58.8188 273/1816 [===>..........................] - ETA: 12:09 - loss: 5005.3479 - logits_profile_predictions_loss: 2647.0393 - logcount_predictions_loss: 58.6644 274/1816 [===>..........................] - ETA: 12:09 - loss: 4998.6968 - logits_profile_predictions_loss: 2646.5546 - 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logits_profile_predictions_loss: 2616.5068 - logcount_predictions_loss: 49.7338 345/1816 [====>.........................] - ETA: 11:36 - loss: 4611.2726 - logits_profile_predictions_loss: 2616.1048 - logcount_predictions_loss: 49.6310 346/1816 [====>.........................] - ETA: 11:36 - loss: 4606.7633 - logits_profile_predictions_loss: 2615.7044 - logcount_predictions_loss: 49.5288 347/1816 [====>.........................] - ETA: 11:35 - loss: 4602.2881 - logits_profile_predictions_loss: 2615.3167 - logcount_predictions_loss: 49.4271 348/1816 [====>.........................] - ETA: 11:35 - loss: 4597.8279 - logits_profile_predictions_loss: 2614.9239 - logcount_predictions_loss: 49.3260 349/1816 [====>.........................] - ETA: 11:34 - loss: 4593.3905 - logits_profile_predictions_loss: 2614.5334 - logcount_predictions_loss: 49.2253 350/1816 [====>.........................] - ETA: 11:34 - loss: 4588.9749 - logits_profile_predictions_loss: 2614.1444 - 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[====>.........................] - ETA: 11:31 - loss: 4558.6066 - logits_profile_predictions_loss: 2611.4100 - logcount_predictions_loss: 48.4377 358/1816 [====>.........................] - ETA: 11:30 - loss: 4554.3550 - logits_profile_predictions_loss: 2611.0286 - logcount_predictions_loss: 48.3415 359/1816 [====>.........................] - ETA: 11:30 - loss: 4550.1243 - logits_profile_predictions_loss: 2610.6492 - logcount_predictions_loss: 48.2456 360/1816 [====>.........................] - ETA: 11:29 - loss: 4545.9086 - logits_profile_predictions_loss: 2610.2665 - logcount_predictions_loss: 48.1503 361/1816 [====>.........................] - ETA: 11:29 - loss: 4541.7165 - logits_profile_predictions_loss: 2609.8886 - logcount_predictions_loss: 48.0554 362/1816 [====>.........................] - ETA: 11:28 - loss: 4537.5459 - logits_profile_predictions_loss: 2609.5133 - logcount_predictions_loss: 47.9610 363/1816 [====>.........................] - ETA: 11:28 - loss: 4533.3883 - 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1814/1816 [============================>.] - ETA: 0s - loss: 3028.8314 - logits_profile_predictions_loss: 2367.9034 - logcount_predictions_loss: 16.4410 1815/1816 [============================>.] - ETA: 0s - loss: 3028.5045 - logits_profile_predictions_loss: 2367.8045 - logcount_predictions_loss: 16.4353 1816/1816 [==============================] - ETA: 0s - loss: 3028.1778 - logits_profile_predictions_loss: 2367.7055 - logcount_predictions_loss: 16.4296 1816/1816 [==============================] - 904s 494ms/step - loss: 3027.8514 - logits_profile_predictions_loss: 2367.6067 - logcount_predictions_loss: 16.4240 - val_loss: 1925.1239 - val_logits_profile_predictions_loss: 1854.6765 - val_logcount_predictions_loss: 1.7524 Epoch 00001: val_loss improved from inf to 1925.12390, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 2/50 1/1816 [..............................] - ETA: 15:18 - loss: 2520.4126 - logits_profile_predictions_loss: 2413.1592 - logcount_predictions_loss: 2.6680 2/1816 [..............................] - ETA: 14:19 - loss: 2536.2546 - logits_profile_predictions_loss: 2431.5822 - logcount_predictions_loss: 2.6038 3/1816 [..............................] - ETA: 14:20 - loss: 2526.9788 - logits_profile_predictions_loss: 2424.3427 - logcount_predictions_loss: 2.5531 4/1816 [..............................] - ETA: 14:15 - loss: 2499.7808 - logits_profile_predictions_loss: 2398.8802 - logcount_predictions_loss: 2.5100 5/1816 [..............................] - ETA: 14:16 - loss: 2462.2313 - logits_profile_predictions_loss: 2363.3202 - logcount_predictions_loss: 2.4605 6/1816 [..............................] - ETA: 14:16 - loss: 2436.4357 - logits_profile_predictions_loss: 2339.3369 - logcount_predictions_loss: 2.4154 7/1816 [..............................] - ETA: 14:16 - loss: 2399.2029 - logits_profile_predictions_loss: 2303.8349 - logcount_predictions_loss: 2.3723 8/1816 [..............................] - ETA: 14:15 - loss: 2371.2286 - logits_profile_predictions_loss: 2277.2817 - logcount_predictions_loss: 2.3370 9/1816 [..............................] - ETA: 14:14 - loss: 2343.8925 - logits_profile_predictions_loss: 2251.1875 - logcount_predictions_loss: 2.3061 10/1816 [..............................] - ETA: 14:14 - loss: 2318.8770 - logits_profile_predictions_loss: 2227.3019 - logcount_predictions_loss: 2.2780 11/1816 [..............................] - ETA: 14:14 - loss: 2296.1936 - logits_profile_predictions_loss: 2205.5229 - logcount_predictions_loss: 2.2555 12/1816 [..............................] - ETA: 14:12 - loss: 2273.9617 - logits_profile_predictions_loss: 2184.1711 - logcount_predictions_loss: 2.2336 13/1816 [..............................] - ETA: 14:12 - loss: 2255.0547 - logits_profile_predictions_loss: 2166.0428 - logcount_predictions_loss: 2.2142 14/1816 [..............................] - ETA: 14:12 - loss: 2237.2549 - 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loss: 1942.5589 - logits_profile_predictions_loss: 1872.5824 - logcount_predictions_loss: 1.7407 1816/1816 [==============================] - 893s 492ms/step - loss: 1942.5319 - logits_profile_predictions_loss: 1872.5579 - logcount_predictions_loss: 1.7406 - val_loss: 1829.2728 - val_logits_profile_predictions_loss: 1768.2946 - val_logcount_predictions_loss: 1.5169 Epoch 00002: val_loss improved from 1925.12390 to 1829.27283, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 3/50 1/1816 [..............................] - ETA: 15:45 - loss: 1827.5857 - logits_profile_predictions_loss: 1755.5430 - logcount_predictions_loss: 1.7921 2/1816 [..............................] - ETA: 14:11 - loss: 1694.6844 - logits_profile_predictions_loss: 1628.8688 - logcount_predictions_loss: 1.6372 3/1816 [..............................] - ETA: 14:14 - loss: 1653.1741 - logits_profile_predictions_loss: 1589.5065 - logcount_predictions_loss: 1.5838 4/1816 [..............................] - ETA: 14:14 - loss: 1601.3816 - logits_profile_predictions_loss: 1540.5930 - logcount_predictions_loss: 1.5122 5/1816 [..............................] - ETA: 14:14 - loss: 1575.7826 - logits_profile_predictions_loss: 1516.8307 - logcount_predictions_loss: 1.4665 6/1816 [..............................] - ETA: 14:15 - loss: 1577.1105 - logits_profile_predictions_loss: 1519.2761 - logcount_predictions_loss: 1.4387 7/1816 [..............................] - ETA: 14:15 - loss: 1585.8114 - logits_profile_predictions_loss: 1528.6085 - logcount_predictions_loss: 1.4230 8/1816 [..............................] - ETA: 14:14 - loss: 1596.0444 - logits_profile_predictions_loss: 1539.1980 - logcount_predictions_loss: 1.4141 9/1816 [..............................] - ETA: 14:13 - loss: 1610.3942 - logits_profile_predictions_loss: 1553.9369 - logcount_predictions_loss: 1.4044 10/1816 [..............................] - ETA: 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logcount_predictions_loss: 1.4053 1793/1816 [============================>.] - ETA: 10s - loss: 1818.9405 - logits_profile_predictions_loss: 1762.4495 - logcount_predictions_loss: 1.4052 1794/1816 [============================>.] - ETA: 10s - loss: 1818.9275 - logits_profile_predictions_loss: 1762.4379 - logcount_predictions_loss: 1.4052 1795/1816 [============================>.] - ETA: 9s - loss: 1818.9145 - logits_profile_predictions_loss: 1762.4262 - logcount_predictions_loss: 1.4052  1796/1816 [============================>.] - ETA: 9s - loss: 1818.9014 - logits_profile_predictions_loss: 1762.4145 - logcount_predictions_loss: 1.4051 1797/1816 [============================>.] - ETA: 9s - loss: 1818.8882 - logits_profile_predictions_loss: 1762.4028 - logcount_predictions_loss: 1.4051 1798/1816 [============================>.] - ETA: 8s - loss: 1818.8752 - logits_profile_predictions_loss: 1762.3911 - logcount_predictions_loss: 1.4051 1799/1816 [============================>.] - ETA: 8s - loss: 1818.8622 - logits_profile_predictions_loss: 1762.3795 - logcount_predictions_loss: 1.4050 1800/1816 [============================>.] - ETA: 7s - loss: 1818.8492 - logits_profile_predictions_loss: 1762.3679 - logcount_predictions_loss: 1.4050 1801/1816 [============================>.] - ETA: 7s - loss: 1818.8364 - logits_profile_predictions_loss: 1762.3565 - logcount_predictions_loss: 1.4050 1802/1816 [============================>.] - ETA: 6s - loss: 1818.8235 - logits_profile_predictions_loss: 1762.3450 - logcount_predictions_loss: 1.4049 1803/1816 [============================>.] - ETA: 6s - loss: 1818.8106 - logits_profile_predictions_loss: 1762.3335 - logcount_predictions_loss: 1.4049 1804/1816 [============================>.] - ETA: 5s - loss: 1818.7978 - logits_profile_predictions_loss: 1762.3221 - logcount_predictions_loss: 1.4049 1805/1816 [============================>.] - ETA: 5s - loss: 1818.7850 - logits_profile_predictions_loss: 1762.3107 - logcount_predictions_loss: 1.4048 1806/1816 [============================>.] - ETA: 4s - loss: 1818.7720 - logits_profile_predictions_loss: 1762.2991 - logcount_predictions_loss: 1.4048 1807/1816 [============================>.] - ETA: 4s - loss: 1818.7590 - logits_profile_predictions_loss: 1762.2874 - logcount_predictions_loss: 1.4048 1808/1816 [============================>.] - ETA: 3s - loss: 1818.7460 - logits_profile_predictions_loss: 1762.2758 - logcount_predictions_loss: 1.4047 1809/1816 [============================>.] - ETA: 3s - loss: 1818.7330 - logits_profile_predictions_loss: 1762.2642 - logcount_predictions_loss: 1.4047 1810/1816 [============================>.] - ETA: 2s - loss: 1818.7202 - logits_profile_predictions_loss: 1762.2528 - logcount_predictions_loss: 1.4047 1811/1816 [============================>.] - ETA: 2s - loss: 1818.7075 - logits_profile_predictions_loss: 1762.2415 - logcount_predictions_loss: 1.4046 1812/1816 [============================>.] - ETA: 1s - loss: 1818.6948 - logits_profile_predictions_loss: 1762.2302 - logcount_predictions_loss: 1.4046 1813/1816 [============================>.] - ETA: 1s - loss: 1818.6821 - logits_profile_predictions_loss: 1762.2189 - logcount_predictions_loss: 1.4046 1814/1816 [============================>.] - ETA: 0s - loss: 1818.6694 - logits_profile_predictions_loss: 1762.2075 - logcount_predictions_loss: 1.4045 1815/1816 [============================>.] - ETA: 0s - loss: 1818.6567 - logits_profile_predictions_loss: 1762.1962 - logcount_predictions_loss: 1.4045 1816/1816 [==============================] - ETA: 0s - loss: 1818.6440 - logits_profile_predictions_loss: 1762.1848 - logcount_predictions_loss: 1.4045 1816/1816 [==============================] - 892s 491ms/step - loss: 1818.6313 - logits_profile_predictions_loss: 1762.1735 - logcount_predictions_loss: 1.4044 - val_loss: 1758.6759 - val_logits_profile_predictions_loss: 1714.7040 - val_logcount_predictions_loss: 1.0939 Epoch 00003: val_loss improved from 1829.27283 to 1758.67590, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 4/50 1/1816 [..............................] - ETA: 15:28 - loss: 1311.4882 - logits_profile_predictions_loss: 1276.4524 - logcount_predictions_loss: 0.8715 2/1816 [..............................] - ETA: 14:22 - loss: 1277.3394 - logits_profile_predictions_loss: 1239.6255 - logcount_predictions_loss: 0.9382 3/1816 [..............................] - ETA: 14:18 - loss: 1402.3821 - logits_profile_predictions_loss: 1363.8669 - logcount_predictions_loss: 0.9581 4/1816 [..............................] - ETA: 14:16 - loss: 1443.2643 - logits_profile_predictions_loss: 1404.6784 - logcount_predictions_loss: 0.9598 5/1816 [..............................] - ETA: 14:14 - loss: 1483.7185 - logits_profile_predictions_loss: 1444.7957 - logcount_predictions_loss: 0.9682 6/1816 [..............................] - ETA: 14:14 - loss: 1500.2262 - logits_profile_predictions_loss: 1460.6681 - logcount_predictions_loss: 0.9840 7/1816 [..............................] - ETA: 14:14 - loss: 1518.7304 - logits_profile_predictions_loss: 1478.8335 - logcount_predictions_loss: 0.9925 8/1816 [..............................] - ETA: 14:14 - loss: 1534.2351 - logits_profile_predictions_loss: 1493.8528 - logcount_predictions_loss: 1.0045 9/1816 [..............................] - ETA: 14:12 - loss: 1540.6928 - logits_profile_predictions_loss: 1499.9373 - logcount_predictions_loss: 1.0138 10/1816 [..............................] - ETA: 14:12 - loss: 1542.0613 - logits_profile_predictions_loss: 1501.0329 - logcount_predictions_loss: 1.0206 11/1816 [..............................] - ETA: 14:12 - loss: 1553.3061 - logits_profile_predictions_loss: 1511.9558 - logcount_predictions_loss: 1.0286 12/1816 [..............................] - ETA: 14:11 - loss: 1566.6194 - logits_profile_predictions_loss: 1524.8336 - logcount_predictions_loss: 1.0394 13/1816 [..............................] - ETA: 14:11 - loss: 1574.6865 - logits_profile_predictions_loss: 1532.6230 - logcount_predictions_loss: 1.0464 14/1816 [..............................] - ETA: 14:11 - loss: 1584.7207 - logits_profile_predictions_loss: 1542.3696 - logcount_predictions_loss: 1.0535 15/1816 [..............................] - ETA: 14:10 - loss: 1593.9802 - logits_profile_predictions_loss: 1551.4096 - logcount_predictions_loss: 1.0590 16/1816 [..............................] - ETA: 14:09 - loss: 1601.7778 - logits_profile_predictions_loss: 1559.0077 - logcount_predictions_loss: 1.0639 17/1816 [..............................] - ETA: 14:09 - loss: 1608.7780 - logits_profile_predictions_loss: 1565.7860 - logcount_predictions_loss: 1.0695 18/1816 [..............................] - ETA: 14:09 - loss: 1614.4969 - logits_profile_predictions_loss: 1571.2642 - logcount_predictions_loss: 1.0754 19/1816 [..............................] - ETA: 14:08 - loss: 1618.4280 - logits_profile_predictions_loss: 1574.9545 - logcount_predictions_loss: 1.0814 20/1816 [..............................] - ETA: 14:07 - loss: 1622.3906 - logits_profile_predictions_loss: 1578.6688 - logcount_predictions_loss: 1.0876 21/1816 [..............................] - ETA: 14:07 - loss: 1626.7315 - logits_profile_predictions_loss: 1582.7514 - logcount_predictions_loss: 1.0940 22/1816 [..............................] - ETA: 14:07 - loss: 1630.2159 - logits_profile_predictions_loss: 1586.0143 - logcount_predictions_loss: 1.0995 23/1816 [..............................] - ETA: 14:06 - loss: 1633.7204 - logits_profile_predictions_loss: 1589.2932 - logcount_predictions_loss: 1.1052 24/1816 [..............................] - ETA: 14:06 - loss: 1637.0349 - logits_profile_predictions_loss: 1592.4007 - logcount_predictions_loss: 1.1103 25/1816 [..............................] - ETA: 14:05 - loss: 1639.6997 - logits_profile_predictions_loss: 1594.8929 - logcount_predictions_loss: 1.1146 26/1816 [..............................] - ETA: 14:04 - loss: 1643.1880 - logits_profile_predictions_loss: 1598.2288 - logcount_predictions_loss: 1.1184 27/1816 [..............................] - ETA: 14:04 - loss: 1645.8707 - logits_profile_predictions_loss: 1600.7875 - logcount_predictions_loss: 1.1215 28/1816 [..............................] - ETA: 14:04 - loss: 1647.8712 - logits_profile_predictions_loss: 1602.6702 - logcount_predictions_loss: 1.1244 29/1816 [..............................] - ETA: 14:03 - loss: 1649.9040 - logits_profile_predictions_loss: 1604.5834 - logcount_predictions_loss: 1.1274 30/1816 [..............................] - ETA: 14:02 - loss: 1652.7559 - logits_profile_predictions_loss: 1607.3177 - logcount_predictions_loss: 1.1303 31/1816 [..............................] - ETA: 14:02 - loss: 1654.9768 - logits_profile_predictions_loss: 1609.4343 - logcount_predictions_loss: 1.1329 32/1816 [..............................] - ETA: 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logcount_predictions_loss: 1.1498 39/1816 [..............................] - ETA: 13:59 - loss: 1672.0262 - logits_profile_predictions_loss: 1625.7315 - logcount_predictions_loss: 1.1516 40/1816 [..............................] - ETA: 13:58 - loss: 1673.2934 - logits_profile_predictions_loss: 1626.9353 - logcount_predictions_loss: 1.1532 41/1816 [..............................] - ETA: 13:58 - loss: 1674.1869 - logits_profile_predictions_loss: 1627.7698 - logcount_predictions_loss: 1.1546 42/1816 [..............................] - ETA: 13:57 - loss: 1674.9098 - logits_profile_predictions_loss: 1628.4309 - logcount_predictions_loss: 1.1562 43/1816 [..............................] - ETA: 13:57 - loss: 1675.9352 - logits_profile_predictions_loss: 1629.3866 - logcount_predictions_loss: 1.1579 44/1816 [..............................] - ETA: 13:56 - loss: 1676.9247 - logits_profile_predictions_loss: 1630.3036 - logcount_predictions_loss: 1.1597 45/1816 [..............................] - ETA: 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logcount_predictions_loss: 1.2525 329/1816 [====>.........................] - ETA: 11:45 - loss: 1736.8832 - logits_profile_predictions_loss: 1686.5348 - logcount_predictions_loss: 1.2525 330/1816 [====>.........................] - ETA: 11:44 - loss: 1736.8738 - logits_profile_predictions_loss: 1686.5266 - logcount_predictions_loss: 1.2524 331/1816 [====>.........................] - ETA: 11:44 - loss: 1736.8727 - logits_profile_predictions_loss: 1686.5266 - logcount_predictions_loss: 1.2524 332/1816 [====>.........................] - ETA: 11:43 - loss: 1736.8733 - logits_profile_predictions_loss: 1686.5283 - logcount_predictions_loss: 1.2524 333/1816 [====>.........................] - ETA: 11:43 - loss: 1736.8742 - logits_profile_predictions_loss: 1686.5304 - logcount_predictions_loss: 1.2523 334/1816 [====>.........................] - ETA: 11:42 - loss: 1736.8805 - logits_profile_predictions_loss: 1686.5379 - logcount_predictions_loss: 1.2523 335/1816 [====>.........................] 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loss: 1741.4704 - logits_profile_predictions_loss: 1691.1749 - logcount_predictions_loss: 1.2512 1809/1816 [============================>.] - ETA: 3s - loss: 1741.4665 - logits_profile_predictions_loss: 1691.1713 - logcount_predictions_loss: 1.2511 1810/1816 [============================>.] - ETA: 2s - loss: 1741.4626 - logits_profile_predictions_loss: 1691.1676 - logcount_predictions_loss: 1.2511 1811/1816 [============================>.] - ETA: 2s - loss: 1741.4588 - logits_profile_predictions_loss: 1691.1641 - logcount_predictions_loss: 1.2511 1812/1816 [============================>.] - ETA: 1s - loss: 1741.4551 - logits_profile_predictions_loss: 1691.1607 - logcount_predictions_loss: 1.2511 1813/1816 [============================>.] - ETA: 1s - loss: 1741.4515 - logits_profile_predictions_loss: 1691.1573 - logcount_predictions_loss: 1.2511 1814/1816 [============================>.] - ETA: 0s - loss: 1741.4477 - logits_profile_predictions_loss: 1691.1538 - logcount_predictions_loss: 1.2511 1815/1816 [============================>.] - ETA: 0s - loss: 1741.4440 - logits_profile_predictions_loss: 1691.1503 - logcount_predictions_loss: 1.2511 1816/1816 [==============================] - ETA: 0s - loss: 1741.4402 - logits_profile_predictions_loss: 1691.1468 - logcount_predictions_loss: 1.2511 1816/1816 [==============================] - 890s 490ms/step - loss: 1741.4364 - logits_profile_predictions_loss: 1691.1433 - logcount_predictions_loss: 1.2511 - val_loss: 1718.5100 - val_logits_profile_predictions_loss: 1676.2887 - val_logcount_predictions_loss: 1.0503 Epoch 00004: val_loss improved from 1758.67590 to 1718.51001, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 5/50 1/1816 [..............................] - ETA: 15:19 - loss: 1681.9651 - logits_profile_predictions_loss: 1632.4524 - logcount_predictions_loss: 1.2317 2/1816 [..............................] - ETA: 14:08 - loss: 1655.9759 - logits_profile_predictions_loss: 1607.2782 - logcount_predictions_loss: 1.2114 3/1816 [..............................] - ETA: 14:12 - loss: 1594.6174 - logits_profile_predictions_loss: 1546.8227 - logcount_predictions_loss: 1.1889 4/1816 [..............................] - ETA: 14:11 - loss: 1565.9916 - logits_profile_predictions_loss: 1518.0909 - logcount_predictions_loss: 1.1916 5/1816 [..............................] - ETA: 14:11 - loss: 1555.5558 - logits_profile_predictions_loss: 1507.4330 - logcount_predictions_loss: 1.1971 6/1816 [..............................] - ETA: 14:10 - loss: 1559.6560 - logits_profile_predictions_loss: 1511.6612 - logcount_predictions_loss: 1.1939 7/1816 [..............................] - ETA: 14:11 - loss: 1568.1735 - logits_profile_predictions_loss: 1520.1070 - logcount_predictions_loss: 1.1957 8/1816 [..............................] - ETA: 14:09 - loss: 1574.0253 - logits_profile_predictions_loss: 1526.0155 - logcount_predictions_loss: 1.1943 9/1816 [..............................] - ETA: 14:10 - loss: 1579.0342 - logits_profile_predictions_loss: 1530.9899 - logcount_predictions_loss: 1.1951 10/1816 [..............................] - ETA: 14:09 - loss: 1580.8628 - logits_profile_predictions_loss: 1532.9075 - logcount_predictions_loss: 1.1929 11/1816 [..............................] - ETA: 14:09 - loss: 1581.3156 - logits_profile_predictions_loss: 1533.4169 - logcount_predictions_loss: 1.1915 12/1816 [..............................] - ETA: 14:09 - loss: 1581.6579 - logits_profile_predictions_loss: 1533.8481 - logcount_predictions_loss: 1.1893 13/1816 [..............................] - ETA: 14:08 - loss: 1580.5085 - logits_profile_predictions_loss: 1532.8181 - logcount_predictions_loss: 1.1863 14/1816 [..............................] - ETA: 14:08 - loss: 1582.9393 - logits_profile_predictions_loss: 1535.3130 - logcount_predictions_loss: 1.1847 15/1816 [..............................] - ETA: 14:07 - loss: 1584.5235 - logits_profile_predictions_loss: 1537.0021 - logcount_predictions_loss: 1.1821 16/1816 [..............................] - ETA: 14:07 - loss: 1584.9116 - logits_profile_predictions_loss: 1537.4732 - logcount_predictions_loss: 1.1801 17/1816 [..............................] - ETA: 14:07 - loss: 1586.2331 - logits_profile_predictions_loss: 1538.8661 - logcount_predictions_loss: 1.1783 18/1816 [..............................] - ETA: 14:06 - loss: 1588.6307 - logits_profile_predictions_loss: 1541.3290 - logcount_predictions_loss: 1.1767 19/1816 [..............................] - ETA: 14:06 - loss: 1590.5587 - logits_profile_predictions_loss: 1543.3080 - logcount_predictions_loss: 1.1754 20/1816 [..............................] - ETA: 14:05 - loss: 1592.6993 - logits_profile_predictions_loss: 1545.5380 - logcount_predictions_loss: 1.1732 21/1816 [..............................] - ETA: 14:05 - loss: 1595.3735 - logits_profile_predictions_loss: 1548.3041 - logcount_predictions_loss: 1.1709 22/1816 [..............................] - ETA: 14:05 - loss: 1596.8837 - logits_profile_predictions_loss: 1549.8808 - logcount_predictions_loss: 1.1692 23/1816 [..............................] - ETA: 14:04 - loss: 1597.9954 - logits_profile_predictions_loss: 1551.0697 - logcount_predictions_loss: 1.1673 24/1816 [..............................] - ETA: 14:04 - loss: 1598.9703 - logits_profile_predictions_loss: 1552.1138 - logcount_predictions_loss: 1.1656 25/1816 [..............................] - ETA: 14:03 - loss: 1600.8284 - logits_profile_predictions_loss: 1554.0341 - logcount_predictions_loss: 1.1640 26/1816 [..............................] - ETA: 14:03 - loss: 1602.0317 - logits_profile_predictions_loss: 1555.2976 - logcount_predictions_loss: 1.1625 27/1816 [..............................] - ETA: 14:03 - loss: 1602.7295 - logits_profile_predictions_loss: 1556.0621 - logcount_predictions_loss: 1.1609 28/1816 [..............................] - ETA: 14:02 - loss: 1603.7821 - logits_profile_predictions_loss: 1557.1793 - logcount_predictions_loss: 1.1593 29/1816 [..............................] - ETA: 14:02 - loss: 1604.6653 - logits_profile_predictions_loss: 1558.1264 - logcount_predictions_loss: 1.1577 30/1816 [..............................] - ETA: 14:01 - loss: 1606.0487 - logits_profile_predictions_loss: 1559.5628 - logcount_predictions_loss: 1.1564 31/1816 [..............................] - ETA: 14:01 - loss: 1607.3432 - logits_profile_predictions_loss: 1560.9159 - logcount_predictions_loss: 1.1549 32/1816 [..............................] - ETA: 14:00 - loss: 1608.5002 - logits_profile_predictions_loss: 1562.1303 - logcount_predictions_loss: 1.1535 33/1816 [..............................] - ETA: 14:00 - loss: 1609.5494 - logits_profile_predictions_loss: 1563.2291 - logcount_predictions_loss: 1.1522 34/1816 [..............................] - ETA: 13:59 - loss: 1609.9675 - logits_profile_predictions_loss: 1563.7031 - logcount_predictions_loss: 1.1509 35/1816 [..............................] - ETA: 13:59 - loss: 1610.3892 - logits_profile_predictions_loss: 1564.1695 - logcount_predictions_loss: 1.1497 36/1816 [..............................] - ETA: 13:59 - loss: 1610.4534 - logits_profile_predictions_loss: 1564.2771 - logcount_predictions_loss: 1.1487 37/1816 [..............................] - ETA: 13:58 - loss: 1610.1075 - logits_profile_predictions_loss: 1563.9719 - logcount_predictions_loss: 1.1477 38/1816 [..............................] - ETA: 13:58 - loss: 1609.9095 - logits_profile_predictions_loss: 1563.8085 - logcount_predictions_loss: 1.1468 39/1816 [..............................] - ETA: 13:57 - loss: 1609.8001 - logits_profile_predictions_loss: 1563.7304 - logcount_predictions_loss: 1.1460 40/1816 [..............................] - ETA: 13:57 - loss: 1610.1891 - logits_profile_predictions_loss: 1564.1392 - logcount_predictions_loss: 1.1455 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ETA: 15s - loss: 1688.4438 - logits_profile_predictions_loss: 1641.9793 - logcount_predictions_loss: 1.1558 1785/1816 [============================>.] - ETA: 14s - loss: 1688.4405 - logits_profile_predictions_loss: 1641.9761 - logcount_predictions_loss: 1.1558 1786/1816 [============================>.] - ETA: 14s - loss: 1688.4372 - logits_profile_predictions_loss: 1641.9730 - logcount_predictions_loss: 1.1558 1787/1816 [============================>.] - ETA: 13s - loss: 1688.4340 - logits_profile_predictions_loss: 1641.9699 - logcount_predictions_loss: 1.1558 1788/1816 [============================>.] - ETA: 13s - loss: 1688.4308 - logits_profile_predictions_loss: 1641.9668 - logcount_predictions_loss: 1.1558 1789/1816 [============================>.] - ETA: 12s - loss: 1688.4274 - logits_profile_predictions_loss: 1641.9636 - logcount_predictions_loss: 1.1558 1790/1816 [============================>.] - ETA: 12s - loss: 1688.4242 - logits_profile_predictions_loss: 1641.9604 - 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logcount_predictions_loss: 1.1557 1804/1816 [============================>.] - ETA: 5s - loss: 1688.3789 - logits_profile_predictions_loss: 1641.9169 - logcount_predictions_loss: 1.1557 1805/1816 [============================>.] - ETA: 5s - loss: 1688.3759 - logits_profile_predictions_loss: 1641.9140 - logcount_predictions_loss: 1.1557 1806/1816 [============================>.] - ETA: 4s - loss: 1688.3729 - logits_profile_predictions_loss: 1641.9111 - logcount_predictions_loss: 1.1557 1807/1816 [============================>.] - ETA: 4s - loss: 1688.3700 - logits_profile_predictions_loss: 1641.9083 - logcount_predictions_loss: 1.1557 1808/1816 [============================>.] - ETA: 3s - loss: 1688.3673 - logits_profile_predictions_loss: 1641.9058 - logcount_predictions_loss: 1.1557 1809/1816 [============================>.] - ETA: 3s - loss: 1688.3647 - logits_profile_predictions_loss: 1641.9033 - logcount_predictions_loss: 1.1557 1810/1816 [============================>.] - ETA: 2s - loss: 1688.3621 - logits_profile_predictions_loss: 1641.9008 - logcount_predictions_loss: 1.1557 1811/1816 [============================>.] - ETA: 2s - loss: 1688.3595 - logits_profile_predictions_loss: 1641.8984 - logcount_predictions_loss: 1.1557 1812/1816 [============================>.] - ETA: 1s - loss: 1688.3567 - logits_profile_predictions_loss: 1641.8957 - logcount_predictions_loss: 1.1557 1813/1816 [============================>.] - ETA: 1s - loss: 1688.3539 - logits_profile_predictions_loss: 1641.8930 - logcount_predictions_loss: 1.1557 1814/1816 [============================>.] - ETA: 0s - loss: 1688.3511 - logits_profile_predictions_loss: 1641.8904 - logcount_predictions_loss: 1.1557 1815/1816 [============================>.] - ETA: 0s - loss: 1688.3483 - logits_profile_predictions_loss: 1641.8877 - logcount_predictions_loss: 1.1557 1816/1816 [==============================] - ETA: 0s - loss: 1688.3455 - logits_profile_predictions_loss: 1641.8850 - logcount_predictions_loss: 1.1557 1816/1816 [==============================] - 889s 490ms/step - loss: 1688.3427 - logits_profile_predictions_loss: 1641.8824 - logcount_predictions_loss: 1.1557 - val_loss: 1733.4613 - val_logits_profile_predictions_loss: 1686.1804 - val_logcount_predictions_loss: 1.1761 Epoch 00005: val_loss did not improve from 1718.51001 Epoch 6/50 1/1816 [..............................] - ETA: 15:26 - loss: 2053.4011 - logits_profile_predictions_loss: 1996.6295 - logcount_predictions_loss: 1.4122 2/1816 [..............................] - ETA: 14:09 - loss: 1939.5455 - logits_profile_predictions_loss: 1887.3610 - logcount_predictions_loss: 1.2981 3/1816 [..............................] - ETA: 14:06 - loss: 1861.9622 - logits_profile_predictions_loss: 1810.8247 - logcount_predictions_loss: 1.2721 4/1816 [..............................] - ETA: 14:06 - loss: 1808.2397 - logits_profile_predictions_loss: 1758.1994 - logcount_predictions_loss: 1.2448 5/1816 [..............................] - ETA: 14:06 - loss: 1781.0153 - logits_profile_predictions_loss: 1731.8787 - logcount_predictions_loss: 1.2223 6/1816 [..............................] - ETA: 14:09 - loss: 1756.1341 - logits_profile_predictions_loss: 1707.6695 - logcount_predictions_loss: 1.2056 7/1816 [..............................] - ETA: 14:10 - loss: 1737.7366 - logits_profile_predictions_loss: 1689.6319 - logcount_predictions_loss: 1.1966 8/1816 [..............................] - ETA: 14:09 - loss: 1728.6720 - logits_profile_predictions_loss: 1681.0182 - logcount_predictions_loss: 1.1854 9/1816 [..............................] - ETA: 14:09 - loss: 1720.3499 - logits_profile_predictions_loss: 1673.1634 - logcount_predictions_loss: 1.1738 10/1816 [..............................] - ETA: 14:08 - loss: 1710.2214 - logits_profile_predictions_loss: 1663.5549 - logcount_predictions_loss: 1.1609 11/1816 [..............................] - ETA: 14:08 - loss: 1700.7914 - logits_profile_predictions_loss: 1654.6099 - logcount_predictions_loss: 1.1488 12/1816 [..............................] - ETA: 14:08 - loss: 1692.9275 - logits_profile_predictions_loss: 1647.1356 - logcount_predictions_loss: 1.1391 13/1816 [..............................] - ETA: 14:07 - loss: 1687.6873 - logits_profile_predictions_loss: 1642.1150 - logcount_predictions_loss: 1.1336 14/1816 [..............................] - ETA: 14:07 - loss: 1682.1160 - logits_profile_predictions_loss: 1636.7092 - logcount_predictions_loss: 1.1295 15/1816 [..............................] - ETA: 14:07 - loss: 1675.8829 - logits_profile_predictions_loss: 1630.6720 - logcount_predictions_loss: 1.1246 16/1816 [..............................] - ETA: 14:07 - loss: 1671.3908 - logits_profile_predictions_loss: 1626.3385 - logcount_predictions_loss: 1.1207 17/1816 [..............................] - ETA: 14:07 - loss: 1667.9161 - logits_profile_predictions_loss: 1622.9769 - logcount_predictions_loss: 1.1179 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loss: 1660.9410 - logits_profile_predictions_loss: 1616.2587 - logcount_predictions_loss: 1.1115 1814/1816 [============================>.] - ETA: 0s - loss: 1660.9372 - logits_profile_predictions_loss: 1616.2550 - logcount_predictions_loss: 1.1115 1815/1816 [============================>.] - ETA: 0s - loss: 1660.9334 - logits_profile_predictions_loss: 1616.2513 - logcount_predictions_loss: 1.1115 1816/1816 [==============================] - ETA: 0s - loss: 1660.9295 - logits_profile_predictions_loss: 1616.2475 - logcount_predictions_loss: 1.1115 1816/1816 [==============================] - 889s 490ms/step - loss: 1660.9256 - logits_profile_predictions_loss: 1616.2437 - logcount_predictions_loss: 1.1115 - val_loss: 1742.6066 - val_logits_profile_predictions_loss: 1703.9895 - val_logcount_predictions_loss: 0.9606 Epoch 00006: val_loss did not improve from 1718.51001 Epoch 7/50 1/1816 [..............................] - ETA: 15:08 - loss: 1475.8068 - logits_profile_predictions_loss: 1419.1533 - logcount_predictions_loss: 1.4093 2/1816 [..............................] - ETA: 14:06 - loss: 1468.8028 - logits_profile_predictions_loss: 1416.5743 - logcount_predictions_loss: 1.2992 3/1816 [..............................] - ETA: 14:08 - loss: 1438.8941 - logits_profile_predictions_loss: 1390.3863 - logcount_predictions_loss: 1.2067 4/1816 [..............................] - ETA: 14:06 - loss: 1449.8747 - logits_profile_predictions_loss: 1403.4124 - logcount_predictions_loss: 1.1558 5/1816 [..............................] - ETA: 14:06 - loss: 1454.3220 - logits_profile_predictions_loss: 1409.1649 - logcount_predictions_loss: 1.1233 6/1816 [..............................] - ETA: 14:06 - loss: 1449.8407 - logits_profile_predictions_loss: 1405.8388 - logcount_predictions_loss: 1.0946 7/1816 [..............................] - ETA: 14:08 - loss: 1447.4728 - logits_profile_predictions_loss: 1403.8473 - logcount_predictions_loss: 1.0852 8/1816 [..............................] - ETA: 14:08 - loss: 1443.9448 - logits_profile_predictions_loss: 1400.4933 - logcount_predictions_loss: 1.0809 9/1816 [..............................] - ETA: 14:07 - loss: 1441.9347 - logits_profile_predictions_loss: 1398.5251 - logcount_predictions_loss: 1.0798 10/1816 [..............................] - ETA: 14:07 - loss: 1442.9881 - logits_profile_predictions_loss: 1399.6846 - logcount_predictions_loss: 1.0772 11/1816 [..............................] - ETA: 14:07 - loss: 1443.2685 - logits_profile_predictions_loss: 1400.1310 - logcount_predictions_loss: 1.0731 12/1816 [..............................] - ETA: 14:07 - loss: 1444.3260 - logits_profile_predictions_loss: 1401.3015 - logcount_predictions_loss: 1.0703 13/1816 [..............................] - ETA: 14:07 - loss: 1444.0484 - logits_profile_predictions_loss: 1401.1887 - logcount_predictions_loss: 1.0662 14/1816 [..............................] - ETA: 14:07 - loss: 1444.6626 - logits_profile_predictions_loss: 1401.9269 - logcount_predictions_loss: 1.0631 15/1816 [..............................] - ETA: 14:06 - loss: 1446.8458 - logits_profile_predictions_loss: 1404.2062 - logcount_predictions_loss: 1.0607 16/1816 [..............................] - ETA: 14:06 - loss: 1453.6926 - logits_profile_predictions_loss: 1411.1073 - logcount_predictions_loss: 1.0593 17/1816 [..............................] - ETA: 14:06 - loss: 1460.3912 - logits_profile_predictions_loss: 1417.8316 - logcount_predictions_loss: 1.0587 18/1816 [..............................] - ETA: 14:05 - loss: 1466.2471 - logits_profile_predictions_loss: 1423.7275 - logcount_predictions_loss: 1.0577 19/1816 [..............................] - ETA: 14:05 - loss: 1470.9385 - logits_profile_predictions_loss: 1428.4971 - logcount_predictions_loss: 1.0558 20/1816 [..............................] - ETA: 14:05 - loss: 1474.8693 - logits_profile_predictions_loss: 1432.5365 - logcount_predictions_loss: 1.0531 21/1816 [..............................] - ETA: 14:04 - loss: 1479.3648 - logits_profile_predictions_loss: 1437.1315 - logcount_predictions_loss: 1.0506 22/1816 [..............................] - ETA: 14:04 - loss: 1483.7473 - logits_profile_predictions_loss: 1441.5573 - logcount_predictions_loss: 1.0495 23/1816 [..............................] - ETA: 14:04 - loss: 1486.9609 - logits_profile_predictions_loss: 1444.7527 - logcount_predictions_loss: 1.0500 24/1816 [..............................] - ETA: 14:03 - loss: 1490.0650 - logits_profile_predictions_loss: 1447.8154 - logcount_predictions_loss: 1.0510 25/1816 [..............................] - ETA: 14:03 - loss: 1493.6848 - logits_profile_predictions_loss: 1451.3960 - logcount_predictions_loss: 1.0520 26/1816 [..............................] - ETA: 14:02 - loss: 1497.0955 - logits_profile_predictions_loss: 1454.7726 - logcount_predictions_loss: 1.0528 27/1816 [..............................] - ETA: 14:02 - loss: 1500.6985 - logits_profile_predictions_loss: 1458.3450 - logcount_predictions_loss: 1.0536 28/1816 [..............................] - ETA: 14:01 - loss: 1504.3503 - logits_profile_predictions_loss: 1461.9668 - logcount_predictions_loss: 1.0543 29/1816 [..............................] - ETA: 14:01 - loss: 1507.9364 - logits_profile_predictions_loss: 1465.5313 - logcount_predictions_loss: 1.0549 30/1816 [..............................] - ETA: 14:00 - loss: 1510.6886 - logits_profile_predictions_loss: 1468.2778 - logcount_predictions_loss: 1.0550 31/1816 [..............................] - ETA: 14:00 - loss: 1512.8605 - logits_profile_predictions_loss: 1470.4513 - logcount_predictions_loss: 1.0550 32/1816 [..............................] - ETA: 14:00 - loss: 1514.6239 - logits_profile_predictions_loss: 1472.2097 - logcount_predictions_loss: 1.0551 33/1816 [..............................] - ETA: 13:59 - loss: 1516.2824 - logits_profile_predictions_loss: 1473.8675 - logcount_predictions_loss: 1.0551 34/1816 [..............................] - ETA: 13:59 - loss: 1517.6580 - logits_profile_predictions_loss: 1475.2376 - logcount_predictions_loss: 1.0552 35/1816 [..............................] - ETA: 13:58 - loss: 1519.2376 - logits_profile_predictions_loss: 1476.8142 - logcount_predictions_loss: 1.0553 36/1816 [..............................] - ETA: 13:58 - loss: 1520.6889 - logits_profile_predictions_loss: 1478.2614 - logcount_predictions_loss: 1.0554 37/1816 [..............................] - ETA: 13:58 - loss: 1522.0080 - logits_profile_predictions_loss: 1479.5765 - logcount_predictions_loss: 1.0555 38/1816 [..............................] - ETA: 13:57 - loss: 1523.3263 - logits_profile_predictions_loss: 1480.8939 - logcount_predictions_loss: 1.0555 39/1816 [..............................] - ETA: 13:57 - loss: 1524.7303 - logits_profile_predictions_loss: 1482.2891 - logcount_predictions_loss: 1.0558 40/1816 [..............................] - ETA: 13:56 - loss: 1526.3534 - logits_profile_predictions_loss: 1483.8929 - logcount_predictions_loss: 1.0562 41/1816 [..............................] - ETA: 13:56 - loss: 1528.0239 - logits_profile_predictions_loss: 1485.5457 - logcount_predictions_loss: 1.0567 42/1816 [..............................] - ETA: 13:56 - loss: 1529.5117 - logits_profile_predictions_loss: 1487.0101 - logcount_predictions_loss: 1.0573 43/1816 [..............................] - ETA: 13:55 - loss: 1531.0399 - logits_profile_predictions_loss: 1488.5125 - logcount_predictions_loss: 1.0579 44/1816 [..............................] - ETA: 13:55 - loss: 1532.5158 - logits_profile_predictions_loss: 1489.9575 - logcount_predictions_loss: 1.0587 45/1816 [..............................] - ETA: 13:54 - loss: 1533.8591 - logits_profile_predictions_loss: 1491.2728 - logcount_predictions_loss: 1.0594 46/1816 [..............................] - ETA: 13:54 - loss: 1535.0469 - logits_profile_predictions_loss: 1492.4403 - logcount_predictions_loss: 1.0599 47/1816 [..............................] - ETA: 13:53 - loss: 1536.1586 - logits_profile_predictions_loss: 1493.5338 - logcount_predictions_loss: 1.0603 48/1816 [..............................] - ETA: 13:53 - loss: 1537.2418 - logits_profile_predictions_loss: 1494.6010 - logcount_predictions_loss: 1.0607 49/1816 [..............................] - ETA: 13:52 - loss: 1538.2580 - logits_profile_predictions_loss: 1495.6057 - logcount_predictions_loss: 1.0610 50/1816 [..............................] - ETA: 13:52 - loss: 1539.1386 - logits_profile_predictions_loss: 1496.4741 - logcount_predictions_loss: 1.0613 51/1816 [..............................] - ETA: 13:51 - loss: 1539.9989 - logits_profile_predictions_loss: 1497.3204 - logcount_predictions_loss: 1.0617 52/1816 [..............................] - ETA: 13:51 - loss: 1540.7706 - logits_profile_predictions_loss: 1498.0772 - logcount_predictions_loss: 1.0620 53/1816 [..............................] - ETA: 13:50 - loss: 1541.5389 - logits_profile_predictions_loss: 1498.8319 - logcount_predictions_loss: 1.0624 54/1816 [..............................] - ETA: 13:50 - loss: 1542.1683 - logits_profile_predictions_loss: 1499.4525 - logcount_predictions_loss: 1.0626 55/1816 [..............................] - ETA: 13:50 - loss: 1542.7243 - logits_profile_predictions_loss: 1500.0002 - logcount_predictions_loss: 1.0628 56/1816 [..............................] - ETA: 13:49 - loss: 1543.1437 - logits_profile_predictions_loss: 1500.4132 - logcount_predictions_loss: 1.0629 57/1816 [..............................] - ETA: 13:49 - loss: 1543.6491 - logits_profile_predictions_loss: 1500.9039 - logcount_predictions_loss: 1.0633 58/1816 [..............................] - ETA: 13:48 - loss: 1544.1316 - logits_profile_predictions_loss: 1501.3722 - logcount_predictions_loss: 1.0637 59/1816 [..............................] - ETA: 13:48 - loss: 1544.8503 - logits_profile_predictions_loss: 1502.0769 - logcount_predictions_loss: 1.0640 60/1816 [..............................] - ETA: 13:47 - loss: 1545.5213 - logits_profile_predictions_loss: 1502.7382 - logcount_predictions_loss: 1.0643 61/1816 [>.............................] - ETA: 13:47 - loss: 1546.1921 - logits_profile_predictions_loss: 1503.3998 - logcount_predictions_loss: 1.0645 62/1816 [>.............................] - ETA: 13:46 - loss: 1546.9482 - logits_profile_predictions_loss: 1504.1434 - logcount_predictions_loss: 1.0648 63/1816 [>.............................] - ETA: 13:46 - loss: 1547.7736 - logits_profile_predictions_loss: 1504.9518 - logcount_predictions_loss: 1.0652 64/1816 [>.............................] - ETA: 13:45 - loss: 1548.6601 - logits_profile_predictions_loss: 1505.8207 - logcount_predictions_loss: 1.0657 65/1816 [>.............................] - ETA: 13:45 - loss: 1549.5593 - logits_profile_predictions_loss: 1506.7021 - logcount_predictions_loss: 1.0661 66/1816 [>.............................] - ETA: 13:45 - loss: 1550.3500 - logits_profile_predictions_loss: 1507.4762 - logcount_predictions_loss: 1.0665 67/1816 [>.............................] - ETA: 13:44 - loss: 1551.1432 - logits_profile_predictions_loss: 1508.2511 - logcount_predictions_loss: 1.0670 68/1816 [>.............................] - ETA: 13:44 - loss: 1551.8855 - logits_profile_predictions_loss: 1508.9759 - logcount_predictions_loss: 1.0674 69/1816 [>.............................] - ETA: 13:43 - loss: 1552.6281 - logits_profile_predictions_loss: 1509.6962 - logcount_predictions_loss: 1.0680 70/1816 [>.............................] - ETA: 13:43 - loss: 1553.2690 - logits_profile_predictions_loss: 1510.3159 - logcount_predictions_loss: 1.0685 71/1816 [>.............................] - ETA: 13:42 - loss: 1553.8511 - logits_profile_predictions_loss: 1510.8781 - logcount_predictions_loss: 1.0690 72/1816 [>.............................] - ETA: 13:42 - loss: 1554.4919 - logits_profile_predictions_loss: 1511.4987 - logcount_predictions_loss: 1.0695 73/1816 [>.............................] - ETA: 13:41 - loss: 1555.1494 - logits_profile_predictions_loss: 1512.1378 - logcount_predictions_loss: 1.0699 74/1816 [>.............................] - ETA: 13:41 - loss: 1555.8328 - logits_profile_predictions_loss: 1512.8034 - logcount_predictions_loss: 1.0704 75/1816 [>.............................] - ETA: 13:41 - loss: 1556.4904 - logits_profile_predictions_loss: 1513.4431 - logcount_predictions_loss: 1.0708 76/1816 [>.............................] - ETA: 13:40 - loss: 1557.2577 - logits_profile_predictions_loss: 1514.1938 - logcount_predictions_loss: 1.0712 77/1816 [>.............................] - ETA: 13:40 - loss: 1557.9979 - logits_profile_predictions_loss: 1514.9163 - logcount_predictions_loss: 1.0717 78/1816 [>.............................] - ETA: 13:39 - loss: 1558.6494 - logits_profile_predictions_loss: 1515.5514 - logcount_predictions_loss: 1.0721 79/1816 [>.............................] - ETA: 13:39 - loss: 1559.2581 - logits_profile_predictions_loss: 1516.1457 - logcount_predictions_loss: 1.0724 80/1816 [>.............................] - ETA: 13:38 - loss: 1559.8376 - logits_profile_predictions_loss: 1516.7104 - logcount_predictions_loss: 1.0728 81/1816 [>.............................] - ETA: 13:38 - loss: 1560.3718 - logits_profile_predictions_loss: 1517.2301 - logcount_predictions_loss: 1.0732 82/1816 [>.............................] - ETA: 13:38 - loss: 1560.8618 - logits_profile_predictions_loss: 1517.7081 - logcount_predictions_loss: 1.0735 83/1816 [>.............................] - ETA: 13:37 - loss: 1561.3186 - logits_profile_predictions_loss: 1518.1537 - logcount_predictions_loss: 1.0737 84/1816 [>.............................] - ETA: 13:37 - loss: 1561.7482 - logits_profile_predictions_loss: 1518.5736 - logcount_predictions_loss: 1.0740 85/1816 [>.............................] - ETA: 13:36 - loss: 1562.1795 - logits_profile_predictions_loss: 1518.9925 - logcount_predictions_loss: 1.0743 86/1816 [>.............................] - ETA: 13:36 - loss: 1562.6440 - logits_profile_predictions_loss: 1519.4433 - logcount_predictions_loss: 1.0746 87/1816 [>.............................] - ETA: 13:35 - loss: 1563.1442 - logits_profile_predictions_loss: 1519.9296 - logcount_predictions_loss: 1.0750 88/1816 [>.............................] - ETA: 13:35 - loss: 1563.6287 - logits_profile_predictions_loss: 1520.4008 - logcount_predictions_loss: 1.0753 89/1816 [>.............................] - ETA: 13:34 - loss: 1564.1266 - logits_profile_predictions_loss: 1520.8853 - logcount_predictions_loss: 1.0756 90/1816 [>.............................] - ETA: 13:34 - loss: 1564.6122 - logits_profile_predictions_loss: 1521.3577 - logcount_predictions_loss: 1.0760 91/1816 [>.............................] - ETA: 13:34 - loss: 1565.1146 - logits_profile_predictions_loss: 1521.8480 - logcount_predictions_loss: 1.0763 92/1816 [>.............................] - ETA: 13:33 - loss: 1565.6144 - logits_profile_predictions_loss: 1522.3370 - logcount_predictions_loss: 1.0765 93/1816 [>.............................] - ETA: 13:33 - loss: 1566.0872 - logits_profile_predictions_loss: 1522.7996 - logcount_predictions_loss: 1.0768 94/1816 [>.............................] - ETA: 13:32 - loss: 1566.5457 - logits_profile_predictions_loss: 1523.2482 - logcount_predictions_loss: 1.0770 95/1816 [>.............................] - ETA: 13:32 - loss: 1566.9811 - logits_profile_predictions_loss: 1523.6733 - logcount_predictions_loss: 1.0773 96/1816 [>.............................] - ETA: 13:31 - loss: 1567.4177 - logits_profile_predictions_loss: 1524.0974 - logcount_predictions_loss: 1.0776 97/1816 [>.............................] - ETA: 13:31 - loss: 1567.8283 - logits_profile_predictions_loss: 1524.4962 - logcount_predictions_loss: 1.0779 98/1816 [>.............................] - ETA: 13:30 - loss: 1568.2068 - logits_profile_predictions_loss: 1524.8632 - logcount_predictions_loss: 1.0782 99/1816 [>.............................] - ETA: 13:30 - loss: 1568.5407 - logits_profile_predictions_loss: 1525.1848 - logcount_predictions_loss: 1.0785 100/1816 [>.............................] - ETA: 13:29 - loss: 1568.8706 - logits_profile_predictions_loss: 1525.5012 - logcount_predictions_loss: 1.0788 101/1816 [>.............................] - ETA: 13:29 - loss: 1569.1820 - logits_profile_predictions_loss: 1525.7992 - logcount_predictions_loss: 1.0792 102/1816 [>.............................] - ETA: 13:28 - loss: 1569.4318 - logits_profile_predictions_loss: 1526.0374 - logcount_predictions_loss: 1.0795 103/1816 [>.............................] - ETA: 13:28 - loss: 1569.6677 - logits_profile_predictions_loss: 1526.2630 - logcount_predictions_loss: 1.0797 104/1816 [>.............................] - ETA: 13:28 - loss: 1569.8736 - logits_profile_predictions_loss: 1526.4600 - logcount_predictions_loss: 1.0799 105/1816 [>.............................] - ETA: 13:27 - loss: 1570.0884 - logits_profile_predictions_loss: 1526.6665 - logcount_predictions_loss: 1.0801 106/1816 [>.............................] - ETA: 13:27 - loss: 1570.2866 - logits_profile_predictions_loss: 1526.8568 - logcount_predictions_loss: 1.0803 107/1816 [>.............................] - ETA: 13:26 - loss: 1570.4939 - logits_profile_predictions_loss: 1527.0558 - logcount_predictions_loss: 1.0805 108/1816 [>.............................] - ETA: 13:26 - loss: 1570.7127 - logits_profile_predictions_loss: 1527.2655 - logcount_predictions_loss: 1.0808 109/1816 [>.............................] - ETA: 13:25 - loss: 1570.9137 - logits_profile_predictions_loss: 1527.4579 - logcount_predictions_loss: 1.0810 110/1816 [>.............................] - ETA: 13:25 - loss: 1571.1625 - logits_profile_predictions_loss: 1527.6979 - logcount_predictions_loss: 1.0812 111/1816 [>.............................] - ETA: 13:25 - loss: 1571.3933 - logits_profile_predictions_loss: 1527.9204 - logcount_predictions_loss: 1.0814 112/1816 [>.............................] - ETA: 13:24 - loss: 1571.6415 - logits_profile_predictions_loss: 1528.1604 - logcount_predictions_loss: 1.0816 113/1816 [>.............................] - ETA: 13:24 - loss: 1571.8626 - logits_profile_predictions_loss: 1528.3739 - logcount_predictions_loss: 1.0818 114/1816 [>.............................] - ETA: 13:23 - loss: 1572.0918 - logits_profile_predictions_loss: 1528.5962 - logcount_predictions_loss: 1.0820 115/1816 [>.............................] - ETA: 13:23 - loss: 1572.3487 - logits_profile_predictions_loss: 1528.8455 - logcount_predictions_loss: 1.0822 116/1816 [>.............................] - ETA: 13:22 - loss: 1572.6092 - logits_profile_predictions_loss: 1529.0988 - logcount_predictions_loss: 1.0823 117/1816 [>.............................] - ETA: 13:22 - loss: 1572.8937 - logits_profile_predictions_loss: 1529.3757 - logcount_predictions_loss: 1.0825 118/1816 [>.............................] - ETA: 13:21 - loss: 1573.1587 - logits_profile_predictions_loss: 1529.6334 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logcount_predictions_loss: 1.0778 1804/1816 [============================>.] - ETA: 5s - loss: 1618.9828 - logits_profile_predictions_loss: 1575.6533 - logcount_predictions_loss: 1.0778 1805/1816 [============================>.] - ETA: 5s - loss: 1618.9842 - logits_profile_predictions_loss: 1575.6549 - logcount_predictions_loss: 1.0778 1806/1816 [============================>.] - ETA: 4s - loss: 1618.9855 - logits_profile_predictions_loss: 1575.6564 - logcount_predictions_loss: 1.0778 1807/1816 [============================>.] - ETA: 4s - loss: 1618.9868 - logits_profile_predictions_loss: 1575.6579 - logcount_predictions_loss: 1.0778 1808/1816 [============================>.] - ETA: 3s - loss: 1618.9880 - logits_profile_predictions_loss: 1575.6594 - logcount_predictions_loss: 1.0778 1809/1816 [============================>.] - ETA: 3s - loss: 1618.9892 - logits_profile_predictions_loss: 1575.6609 - logcount_predictions_loss: 1.0778 1810/1816 [============================>.] - ETA: 2s - loss: 1618.9904 - logits_profile_predictions_loss: 1575.6623 - logcount_predictions_loss: 1.0778 1811/1816 [============================>.] - ETA: 2s - loss: 1618.9916 - logits_profile_predictions_loss: 1575.6637 - logcount_predictions_loss: 1.0778 1812/1816 [============================>.] - ETA: 1s - loss: 1618.9928 - logits_profile_predictions_loss: 1575.6652 - logcount_predictions_loss: 1.0778 1813/1816 [============================>.] - ETA: 1s - loss: 1618.9942 - logits_profile_predictions_loss: 1575.6668 - logcount_predictions_loss: 1.0778 1814/1816 [============================>.] - ETA: 0s - loss: 1618.9955 - logits_profile_predictions_loss: 1575.6684 - logcount_predictions_loss: 1.0778 1815/1816 [============================>.] - ETA: 0s - loss: 1618.9968 - logits_profile_predictions_loss: 1575.6699 - logcount_predictions_loss: 1.0778 1816/1816 [==============================] - ETA: 0s - loss: 1618.9981 - logits_profile_predictions_loss: 1575.6715 - logcount_predictions_loss: 1.0778 1816/1816 [==============================] - 889s 490ms/step - loss: 1618.9995 - logits_profile_predictions_loss: 1575.6730 - logcount_predictions_loss: 1.0778 - val_loss: 1700.5786 - val_logits_profile_predictions_loss: 1657.3787 - val_logcount_predictions_loss: 1.0746 Epoch 00007: val_loss improved from 1718.51001 to 1700.57861, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 8/50 1/1816 [..............................] - ETA: 15:35 - loss: 1525.4583 - logits_profile_predictions_loss: 1484.1993 - logcount_predictions_loss: 1.0263 2/1816 [..............................] - ETA: 14:07 - loss: 1429.4209 - logits_profile_predictions_loss: 1388.9515 - logcount_predictions_loss: 1.0067 3/1816 [..............................] - ETA: 14:07 - loss: 1392.0198 - logits_profile_predictions_loss: 1352.1481 - logcount_predictions_loss: 0.9918 4/1816 [..............................] - ETA: 14:08 - loss: 1427.7424 - logits_profile_predictions_loss: 1388.3072 - logcount_predictions_loss: 0.9810 5/1816 [..............................] - ETA: 14:09 - loss: 1454.0153 - logits_profile_predictions_loss: 1414.6935 - logcount_predictions_loss: 0.9782 6/1816 [..............................] - ETA: 14:08 - loss: 1463.7807 - logits_profile_predictions_loss: 1424.5651 - logcount_predictions_loss: 0.9755 7/1816 [..............................] - ETA: 14:09 - loss: 1470.1829 - logits_profile_predictions_loss: 1431.0481 - logcount_predictions_loss: 0.9735 8/1816 [..............................] - ETA: 14:09 - loss: 1477.9221 - logits_profile_predictions_loss: 1438.9373 - logcount_predictions_loss: 0.9698 9/1816 [..............................] - ETA: 14:10 - loss: 1481.3666 - logits_profile_predictions_loss: 1442.4434 - logcount_predictions_loss: 0.9682 10/1816 [..............................] - ETA: 14:09 - loss: 1484.4352 - logits_profile_predictions_loss: 1445.6702 - logcount_predictions_loss: 0.9643 11/1816 [..............................] - ETA: 14:09 - loss: 1486.1525 - logits_profile_predictions_loss: 1447.6108 - logcount_predictions_loss: 0.9588 12/1816 [..............................] - ETA: 14:09 - loss: 1486.6763 - logits_profile_predictions_loss: 1448.3158 - logcount_predictions_loss: 0.9542 13/1816 [..............................] - ETA: 14:09 - loss: 1488.9528 - logits_profile_predictions_loss: 1450.7300 - logcount_predictions_loss: 0.9508 14/1816 [..............................] - ETA: 14:08 - loss: 1490.6241 - logits_profile_predictions_loss: 1452.4972 - logcount_predictions_loss: 0.9484 15/1816 [..............................] - ETA: 14:07 - loss: 1492.2079 - logits_profile_predictions_loss: 1454.1650 - logcount_predictions_loss: 0.9463 16/1816 [..............................] - ETA: 14:07 - loss: 1494.8637 - logits_profile_predictions_loss: 1456.8033 - logcount_predictions_loss: 0.9468 17/1816 [..............................] - ETA: 14:06 - loss: 1497.2551 - logits_profile_predictions_loss: 1459.2036 - logcount_predictions_loss: 0.9466 18/1816 [..............................] - ETA: 14:06 - loss: 1498.5713 - logits_profile_predictions_loss: 1460.5032 - logcount_predictions_loss: 0.9470 19/1816 [..............................] - ETA: 14:05 - loss: 1498.9894 - logits_profile_predictions_loss: 1460.9065 - logcount_predictions_loss: 0.9473 20/1816 [..............................] - ETA: 14:05 - loss: 1498.9528 - logits_profile_predictions_loss: 1460.8559 - logcount_predictions_loss: 0.9477 21/1816 [..............................] - ETA: 14:04 - loss: 1498.3341 - logits_profile_predictions_loss: 1460.2374 - logcount_predictions_loss: 0.9477 22/1816 [..............................] - ETA: 14:04 - loss: 1497.4142 - logits_profile_predictions_loss: 1459.3413 - logcount_predictions_loss: 0.9471 23/1816 [..............................] - ETA: 14:03 - loss: 1496.4814 - logits_profile_predictions_loss: 1458.4226 - logcount_predictions_loss: 0.9467 24/1816 [..............................] - ETA: 14:03 - loss: 1495.6583 - logits_profile_predictions_loss: 1457.6267 - logcount_predictions_loss: 0.9461 25/1816 [..............................] - ETA: 14:03 - loss: 1495.3633 - logits_profile_predictions_loss: 1457.3518 - logcount_predictions_loss: 0.9456 26/1816 [..............................] - ETA: 14:02 - loss: 1495.2931 - logits_profile_predictions_loss: 1457.3157 - logcount_predictions_loss: 0.9447 27/1816 [..............................] - ETA: 14:02 - loss: 1495.5809 - logits_profile_predictions_loss: 1457.6221 - logcount_predictions_loss: 0.9443 28/1816 [..............................] - ETA: 14:02 - loss: 1495.8005 - logits_profile_predictions_loss: 1457.8620 - logcount_predictions_loss: 0.9437 29/1816 [..............................] - ETA: 14:01 - loss: 1496.2900 - logits_profile_predictions_loss: 1458.3651 - logcount_predictions_loss: 0.9434 30/1816 [..............................] - ETA: 14:01 - loss: 1496.3766 - logits_profile_predictions_loss: 1458.4593 - logcount_predictions_loss: 0.9432 31/1816 [..............................] - ETA: 14:01 - loss: 1496.6888 - logits_profile_predictions_loss: 1458.7684 - logcount_predictions_loss: 0.9433 32/1816 [..............................] - ETA: 14:00 - loss: 1497.0044 - logits_profile_predictions_loss: 1459.0860 - logcount_predictions_loss: 0.9432 33/1816 [..............................] - ETA: 14:00 - loss: 1497.5025 - logits_profile_predictions_loss: 1459.5690 - logcount_predictions_loss: 0.9436 34/1816 [..............................] - ETA: 13:59 - loss: 1497.7371 - logits_profile_predictions_loss: 1459.7991 - logcount_predictions_loss: 0.9437 35/1816 [..............................] - ETA: 13:59 - loss: 1497.8489 - logits_profile_predictions_loss: 1459.9034 - logcount_predictions_loss: 0.9439 36/1816 [..............................] - ETA: 13:58 - loss: 1497.9408 - 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loss: 1586.0200 - logits_profile_predictions_loss: 1545.1819 - logcount_predictions_loss: 1.0159 1813/1816 [============================>.] - ETA: 1s - loss: 1586.0294 - logits_profile_predictions_loss: 1545.1909 - logcount_predictions_loss: 1.0159 1814/1816 [============================>.] - ETA: 0s - loss: 1586.0388 - logits_profile_predictions_loss: 1545.1998 - logcount_predictions_loss: 1.0159 1815/1816 [============================>.] - ETA: 0s - loss: 1586.0481 - logits_profile_predictions_loss: 1545.2087 - logcount_predictions_loss: 1.0159 1816/1816 [==============================] - ETA: 0s - loss: 1586.0574 - logits_profile_predictions_loss: 1545.2175 - logcount_predictions_loss: 1.0159 1816/1816 [==============================] - 890s 490ms/step - loss: 1586.0666 - logits_profile_predictions_loss: 1545.2263 - logcount_predictions_loss: 1.0159 - val_loss: 1689.7805 - val_logits_profile_predictions_loss: 1647.7498 - val_logcount_predictions_loss: 1.0456 Epoch 00008: val_loss improved from 1700.57861 to 1689.78052, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 9/50 1/1816 [..............................] - ETA: 15:41 - loss: 1713.1057 - logits_profile_predictions_loss: 1648.0901 - logcount_predictions_loss: 1.6173 2/1816 [..............................] - ETA: 14:03 - loss: 1631.5302 - logits_profile_predictions_loss: 1563.8597 - logcount_predictions_loss: 1.6833 3/1816 [..............................] - ETA: 14:08 - loss: 1585.4680 - logits_profile_predictions_loss: 1520.6687 - logcount_predictions_loss: 1.6119 4/1816 [..............................] - ETA: 14:13 - loss: 1576.7187 - logits_profile_predictions_loss: 1515.0198 - logcount_predictions_loss: 1.5348 5/1816 [..............................] - ETA: 14:12 - loss: 1585.2678 - logits_profile_predictions_loss: 1525.1563 - logcount_predictions_loss: 1.4953 6/1816 [..............................] - ETA: 14:11 - loss: 1590.8039 - logits_profile_predictions_loss: 1532.1832 - logcount_predictions_loss: 1.4582 7/1816 [..............................] - ETA: 14:11 - loss: 1590.0650 - logits_profile_predictions_loss: 1532.8330 - logcount_predictions_loss: 1.4237 8/1816 [..............................] - ETA: 14:09 - loss: 1596.3890 - logits_profile_predictions_loss: 1540.2927 - logcount_predictions_loss: 1.3954 9/1816 [..............................] - ETA: 14:11 - loss: 1598.4932 - logits_profile_predictions_loss: 1543.4279 - logcount_predictions_loss: 1.3698 10/1816 [..............................] - ETA: 14:10 - loss: 1601.5960 - logits_profile_predictions_loss: 1547.4402 - logcount_predictions_loss: 1.3472 11/1816 [..............................] - ETA: 14:09 - loss: 1607.1541 - logits_profile_predictions_loss: 1553.7809 - logcount_predictions_loss: 1.3277 12/1816 [..............................] - ETA: 14:09 - loss: 1609.5783 - logits_profile_predictions_loss: 1556.9553 - logcount_predictions_loss: 1.3090 13/1816 [..............................] - ETA: 14:08 - loss: 1609.7969 - logits_profile_predictions_loss: 1557.8470 - logcount_predictions_loss: 1.2923 14/1816 [..............................] - ETA: 14:09 - loss: 1610.8628 - logits_profile_predictions_loss: 1559.4683 - logcount_predictions_loss: 1.2785 15/1816 [..............................] - ETA: 14:08 - loss: 1613.5967 - logits_profile_predictions_loss: 1562.6465 - logcount_predictions_loss: 1.2674 16/1816 [..............................] - ETA: 14:08 - loss: 1615.0331 - logits_profile_predictions_loss: 1564.5171 - logcount_predictions_loss: 1.2566 17/1816 [..............................] - ETA: 14:07 - loss: 1616.8245 - logits_profile_predictions_loss: 1566.6746 - logcount_predictions_loss: 1.2475 18/1816 [..............................] - ETA: 14:06 - loss: 1618.7547 - logits_profile_predictions_loss: 1568.9301 - logcount_predictions_loss: 1.2394 19/1816 [..............................] - ETA: 14:07 - loss: 1621.1733 - logits_profile_predictions_loss: 1571.6164 - logcount_predictions_loss: 1.2328 20/1816 [..............................] - ETA: 14:06 - loss: 1623.6150 - logits_profile_predictions_loss: 1574.2716 - logcount_predictions_loss: 1.2274 21/1816 [..............................] - ETA: 14:05 - loss: 1626.2566 - logits_profile_predictions_loss: 1577.1176 - logcount_predictions_loss: 1.2224 22/1816 [..............................] - ETA: 14:05 - loss: 1628.6822 - logits_profile_predictions_loss: 1579.7295 - logcount_predictions_loss: 1.2177 23/1816 [..............................] - ETA: 14:04 - loss: 1631.1427 - logits_profile_predictions_loss: 1582.3851 - logcount_predictions_loss: 1.2129 24/1816 [..............................] - ETA: 14:04 - loss: 1633.2635 - logits_profile_predictions_loss: 1584.7009 - logcount_predictions_loss: 1.2080 25/1816 [..............................] - ETA: 14:04 - loss: 1635.2098 - logits_profile_predictions_loss: 1586.8233 - logcount_predictions_loss: 1.2036 26/1816 [..............................] - ETA: 14:03 - loss: 1636.3136 - logits_profile_predictions_loss: 1588.1208 - logcount_predictions_loss: 1.1988 27/1816 [..............................] - ETA: 14:03 - loss: 1637.6108 - logits_profile_predictions_loss: 1589.6121 - logcount_predictions_loss: 1.1940 28/1816 [..............................] - ETA: 14:03 - loss: 1638.8785 - logits_profile_predictions_loss: 1591.0573 - logcount_predictions_loss: 1.1896 29/1816 [..............................] - ETA: 14:02 - loss: 1639.9387 - logits_profile_predictions_loss: 1592.2789 - logcount_predictions_loss: 1.1856 30/1816 [..............................] - ETA: 14:02 - loss: 1640.6802 - logits_profile_predictions_loss: 1593.1770 - logcount_predictions_loss: 1.1817 31/1816 [..............................] - ETA: 14:02 - loss: 1641.2231 - logits_profile_predictions_loss: 1593.8706 - logcount_predictions_loss: 1.1779 32/1816 [..............................] - ETA: 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logcount_predictions_loss: 1.1586 39/1816 [..............................] - ETA: 13:58 - loss: 1644.8470 - logits_profile_predictions_loss: 1598.3557 - logcount_predictions_loss: 1.1565 40/1816 [..............................] - ETA: 13:58 - loss: 1644.8067 - logits_profile_predictions_loss: 1598.3982 - logcount_predictions_loss: 1.1544 41/1816 [..............................] - ETA: 13:57 - loss: 1644.7293 - logits_profile_predictions_loss: 1598.4043 - logcount_predictions_loss: 1.1524 42/1816 [..............................] - ETA: 13:57 - loss: 1644.5140 - logits_profile_predictions_loss: 1598.2646 - logcount_predictions_loss: 1.1505 43/1816 [..............................] - ETA: 13:56 - loss: 1644.2028 - logits_profile_predictions_loss: 1598.0283 - logcount_predictions_loss: 1.1486 44/1816 [..............................] - ETA: 13:56 - loss: 1643.8027 - logits_profile_predictions_loss: 1597.7035 - logcount_predictions_loss: 1.1467 45/1816 [..............................] - ETA: 13:55 - loss: 1643.3333 - logits_profile_predictions_loss: 1597.3043 - logcount_predictions_loss: 1.1450 46/1816 [..............................] - ETA: 13:55 - loss: 1642.8810 - logits_profile_predictions_loss: 1596.9237 - logcount_predictions_loss: 1.1432 47/1816 [..............................] - ETA: 13:54 - loss: 1642.3337 - logits_profile_predictions_loss: 1596.4514 - logcount_predictions_loss: 1.1414 48/1816 [..............................] - ETA: 13:54 - loss: 1641.8807 - logits_profile_predictions_loss: 1596.0673 - logcount_predictions_loss: 1.1396 49/1816 [..............................] - ETA: 13:53 - loss: 1641.3573 - logits_profile_predictions_loss: 1595.6135 - logcount_predictions_loss: 1.1379 50/1816 [..............................] - ETA: 13:53 - loss: 1640.8831 - logits_profile_predictions_loss: 1595.2042 - logcount_predictions_loss: 1.1363 51/1816 [..............................] - ETA: 13:53 - loss: 1640.5349 - logits_profile_predictions_loss: 1594.9151 - logcount_predictions_loss: 1.1348 52/1816 [..............................] - ETA: 13:52 - loss: 1640.3087 - logits_profile_predictions_loss: 1594.7438 - logcount_predictions_loss: 1.1335 53/1816 [..............................] - ETA: 13:52 - loss: 1640.0746 - logits_profile_predictions_loss: 1594.5638 - logcount_predictions_loss: 1.1321 54/1816 [..............................] - ETA: 13:51 - loss: 1639.9113 - logits_profile_predictions_loss: 1594.4556 - logcount_predictions_loss: 1.1307 55/1816 [..............................] - ETA: 13:51 - loss: 1639.6759 - logits_profile_predictions_loss: 1594.2742 - logcount_predictions_loss: 1.1294 56/1816 [..............................] - ETA: 13:50 - loss: 1639.6378 - logits_profile_predictions_loss: 1594.2831 - logcount_predictions_loss: 1.1282 57/1816 [..............................] - ETA: 13:50 - loss: 1639.6188 - logits_profile_predictions_loss: 1594.3099 - logcount_predictions_loss: 1.1271 58/1816 [..............................] - ETA: 13:49 - loss: 1639.5087 - logits_profile_predictions_loss: 1594.2431 - logcount_predictions_loss: 1.1260 59/1816 [..............................] - ETA: 13:49 - loss: 1639.2685 - logits_profile_predictions_loss: 1594.0470 - logcount_predictions_loss: 1.1249 60/1816 [..............................] - ETA: 13:49 - loss: 1639.0061 - logits_profile_predictions_loss: 1593.8269 - logcount_predictions_loss: 1.1239 61/1816 [>.............................] - ETA: 13:48 - loss: 1638.8662 - logits_profile_predictions_loss: 1593.7254 - logcount_predictions_loss: 1.1229 62/1816 [>.............................] - ETA: 13:48 - loss: 1638.6906 - logits_profile_predictions_loss: 1593.5902 - logcount_predictions_loss: 1.1219 63/1816 [>.............................] - ETA: 13:47 - loss: 1638.4240 - logits_profile_predictions_loss: 1593.3658 - logcount_predictions_loss: 1.1209 64/1816 [>.............................] - ETA: 13:47 - loss: 1638.1224 - logits_profile_predictions_loss: 1593.1063 - 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- ETA: 13:26 - loss: 1621.4372 - logits_profile_predictions_loss: 1577.7474 - logcount_predictions_loss: 1.0868 111/1816 [>.............................] - ETA: 13:25 - loss: 1621.1950 - logits_profile_predictions_loss: 1577.5206 - logcount_predictions_loss: 1.0864 112/1816 [>.............................] - ETA: 13:25 - loss: 1620.9304 - logits_profile_predictions_loss: 1577.2720 - logcount_predictions_loss: 1.0860 113/1816 [>.............................] - ETA: 13:24 - loss: 1620.7013 - logits_profile_predictions_loss: 1577.0566 - logcount_predictions_loss: 1.0857 114/1816 [>.............................] - ETA: 13:24 - loss: 1620.4751 - logits_profile_predictions_loss: 1576.8433 - logcount_predictions_loss: 1.0854 115/1816 [>.............................] - ETA: 13:23 - loss: 1620.2432 - logits_profile_predictions_loss: 1576.6246 - logcount_predictions_loss: 1.0850 116/1816 [>.............................] - ETA: 13:23 - loss: 1620.0124 - logits_profile_predictions_loss: 1576.4069 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ETA: 9s - loss: 1571.0329 - logits_profile_predictions_loss: 1530.1658 - logcount_predictions_loss: 1.0166  1796/1816 [============================>.] - ETA: 9s - loss: 1571.0357 - logits_profile_predictions_loss: 1530.1687 - logcount_predictions_loss: 1.0166 1797/1816 [============================>.] - ETA: 8s - loss: 1571.0384 - logits_profile_predictions_loss: 1530.1715 - logcount_predictions_loss: 1.0166 1798/1816 [============================>.] - ETA: 8s - loss: 1571.0411 - logits_profile_predictions_loss: 1530.1743 - logcount_predictions_loss: 1.0166 1799/1816 [============================>.] - ETA: 8s - loss: 1571.0438 - logits_profile_predictions_loss: 1530.1770 - logcount_predictions_loss: 1.0166 1800/1816 [============================>.] - ETA: 7s - loss: 1571.0464 - logits_profile_predictions_loss: 1530.1797 - logcount_predictions_loss: 1.0166 1801/1816 [============================>.] - ETA: 7s - loss: 1571.0490 - logits_profile_predictions_loss: 1530.1824 - logcount_predictions_loss: 1.0166 1802/1816 [============================>.] - ETA: 6s - loss: 1571.0517 - logits_profile_predictions_loss: 1530.1851 - logcount_predictions_loss: 1.0166 1803/1816 [============================>.] - ETA: 6s - loss: 1571.0546 - logits_profile_predictions_loss: 1530.1881 - logcount_predictions_loss: 1.0166 1804/1816 [============================>.] - ETA: 5s - loss: 1571.0574 - logits_profile_predictions_loss: 1530.1910 - logcount_predictions_loss: 1.0166 1805/1816 [============================>.] - ETA: 5s - loss: 1571.0605 - logits_profile_predictions_loss: 1530.1942 - logcount_predictions_loss: 1.0166 1806/1816 [============================>.] - ETA: 4s - loss: 1571.0636 - logits_profile_predictions_loss: 1530.1973 - logcount_predictions_loss: 1.0166 1807/1816 [============================>.] - ETA: 4s - loss: 1571.0667 - logits_profile_predictions_loss: 1530.2004 - logcount_predictions_loss: 1.0166 1808/1816 [============================>.] - ETA: 3s - loss: 1571.0698 - logits_profile_predictions_loss: 1530.2036 - logcount_predictions_loss: 1.0166 1809/1816 [============================>.] - ETA: 3s - loss: 1571.0729 - logits_profile_predictions_loss: 1530.2068 - logcount_predictions_loss: 1.0166 1810/1816 [============================>.] - ETA: 2s - loss: 1571.0760 - logits_profile_predictions_loss: 1530.2100 - logcount_predictions_loss: 1.0166 1811/1816 [============================>.] - ETA: 2s - loss: 1571.0793 - logits_profile_predictions_loss: 1530.2133 - logcount_predictions_loss: 1.0166 1812/1816 [============================>.] - ETA: 1s - loss: 1571.0825 - logits_profile_predictions_loss: 1530.2166 - logcount_predictions_loss: 1.0166 1813/1816 [============================>.] - ETA: 1s - loss: 1571.0858 - logits_profile_predictions_loss: 1530.2199 - logcount_predictions_loss: 1.0166 1814/1816 [============================>.] - ETA: 0s - loss: 1571.0890 - logits_profile_predictions_loss: 1530.2232 - logcount_predictions_loss: 1.0165 1815/1816 [============================>.] - ETA: 0s - loss: 1571.0922 - logits_profile_predictions_loss: 1530.2265 - logcount_predictions_loss: 1.0165 1816/1816 [==============================] - ETA: 0s - loss: 1571.0953 - logits_profile_predictions_loss: 1530.2296 - logcount_predictions_loss: 1.0165 1816/1816 [==============================] - 890s 490ms/step - loss: 1571.0984 - logits_profile_predictions_loss: 1530.2328 - logcount_predictions_loss: 1.0165 - val_loss: 1657.7821 - val_logits_profile_predictions_loss: 1618.3357 - val_logcount_predictions_loss: 0.9813 Epoch 00009: val_loss improved from 1689.78052 to 1657.78210, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 10/50 1/1816 [..............................] - ETA: 15:43 - loss: 1771.4550 - logits_profile_predictions_loss: 1732.6638 - logcount_predictions_loss: 0.9650 2/1816 [..............................] - ETA: 14:15 - loss: 1794.9149 - logits_profile_predictions_loss: 1748.4415 - logcount_predictions_loss: 1.1561 3/1816 [..............................] - ETA: 14:10 - loss: 1730.1683 - logits_profile_predictions_loss: 1680.9672 - logcount_predictions_loss: 1.2239 4/1816 [..............................] - ETA: 14:10 - loss: 1694.9837 - logits_profile_predictions_loss: 1645.7332 - logcount_predictions_loss: 1.2251 5/1816 [..............................] - ETA: 14:11 - loss: 1672.3902 - logits_profile_predictions_loss: 1623.7245 - logcount_predictions_loss: 1.2106 6/1816 [..............................] - ETA: 14:12 - loss: 1645.2419 - logits_profile_predictions_loss: 1597.4612 - logcount_predictions_loss: 1.1886 7/1816 [..............................] - ETA: 14:10 - loss: 1627.2853 - logits_profile_predictions_loss: 1580.1880 - logcount_predictions_loss: 1.1716 8/1816 [..............................] - ETA: 14:09 - loss: 1621.0528 - logits_profile_predictions_loss: 1574.1714 - logcount_predictions_loss: 1.1662 9/1816 [..............................] - ETA: 14:09 - loss: 1621.3227 - logits_profile_predictions_loss: 1574.6079 - logcount_predictions_loss: 1.1621 10/1816 [..............................] - ETA: 14:09 - loss: 1622.0607 - logits_profile_predictions_loss: 1575.4691 - logcount_predictions_loss: 1.1590 11/1816 [..............................] - ETA: 14:08 - loss: 1624.4123 - logits_profile_predictions_loss: 1577.9245 - logcount_predictions_loss: 1.1564 12/1816 [..............................] - ETA: 14:08 - loss: 1626.6949 - logits_profile_predictions_loss: 1580.3788 - logcount_predictions_loss: 1.1521 13/1816 [..............................] - ETA: 14:07 - loss: 1629.0238 - logits_profile_predictions_loss: 1582.8616 - logcount_predictions_loss: 1.1483 14/1816 [..............................] - ETA: 14:07 - loss: 1630.6586 - logits_profile_predictions_loss: 1584.6407 - logcount_predictions_loss: 1.1447 15/1816 [..............................] - ETA: 14:07 - loss: 1631.5416 - logits_profile_predictions_loss: 1585.6521 - logcount_predictions_loss: 1.1415 16/1816 [..............................] - ETA: 14:06 - loss: 1630.9079 - logits_profile_predictions_loss: 1585.0956 - logcount_predictions_loss: 1.1396 17/1816 [..............................] - ETA: 14:06 - loss: 1629.3758 - logits_profile_predictions_loss: 1583.6208 - logcount_predictions_loss: 1.1382 18/1816 [..............................] - ETA: 14:06 - loss: 1627.3801 - logits_profile_predictions_loss: 1581.6808 - logcount_predictions_loss: 1.1368 19/1816 [..............................] - ETA: 14:05 - loss: 1626.6791 - logits_profile_predictions_loss: 1581.0084 - logcount_predictions_loss: 1.1361 20/1816 [..............................] - ETA: 14:05 - loss: 1626.7508 - logits_profile_predictions_loss: 1581.0945 - logcount_predictions_loss: 1.1357 21/1816 [..............................] - ETA: 14:04 - loss: 1626.0924 - logits_profile_predictions_loss: 1580.4664 - logcount_predictions_loss: 1.1350 22/1816 [..............................] - ETA: 14:04 - loss: 1624.0173 - logits_profile_predictions_loss: 1578.4530 - logcount_predictions_loss: 1.1334 23/1816 [..............................] - ETA: 14:03 - loss: 1621.4807 - logits_profile_predictions_loss: 1575.9771 - logcount_predictions_loss: 1.1319 24/1816 [..............................] - ETA: 14:03 - loss: 1619.6446 - logits_profile_predictions_loss: 1574.1974 - logcount_predictions_loss: 1.1305 25/1816 [..............................] - ETA: 14:03 - loss: 1617.7832 - logits_profile_predictions_loss: 1572.3936 - logcount_predictions_loss: 1.1291 26/1816 [..............................] - ETA: 14:02 - loss: 1615.7886 - logits_profile_predictions_loss: 1570.4867 - logcount_predictions_loss: 1.1269 27/1816 [..............................] - ETA: 14:01 - loss: 1613.8936 - logits_profile_predictions_loss: 1568.6880 - logcount_predictions_loss: 1.1245 28/1816 [..............................] - ETA: 14:01 - loss: 1611.9649 - logits_profile_predictions_loss: 1566.8614 - logcount_predictions_loss: 1.1220 29/1816 [..............................] - ETA: 14:01 - loss: 1610.3521 - logits_profile_predictions_loss: 1565.3454 - logcount_predictions_loss: 1.1196 30/1816 [..............................] - ETA: 14:00 - loss: 1609.0981 - logits_profile_predictions_loss: 1564.1742 - logcount_predictions_loss: 1.1175 31/1816 [..............................] - ETA: 14:00 - loss: 1607.8436 - logits_profile_predictions_loss: 1562.9925 - logcount_predictions_loss: 1.1157 32/1816 [..............................] - ETA: 14:00 - loss: 1606.4158 - logits_profile_predictions_loss: 1561.6389 - logcount_predictions_loss: 1.1139 33/1816 [..............................] - ETA: 13:59 - loss: 1605.2883 - logits_profile_predictions_loss: 1560.5810 - logcount_predictions_loss: 1.1121 34/1816 [..............................] - ETA: 13:59 - loss: 1604.2518 - 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logcount_predictions_loss: 0.9971 1804/1816 [============================>.] - ETA: 5s - loss: 1559.4314 - logits_profile_predictions_loss: 1519.3501 - logcount_predictions_loss: 0.9971 1805/1816 [============================>.] - ETA: 5s - loss: 1559.4329 - logits_profile_predictions_loss: 1519.3517 - logcount_predictions_loss: 0.9971 1806/1816 [============================>.] - ETA: 4s - loss: 1559.4345 - logits_profile_predictions_loss: 1519.3536 - logcount_predictions_loss: 0.9970 1807/1816 [============================>.] - ETA: 4s - loss: 1559.4360 - logits_profile_predictions_loss: 1519.3552 - logcount_predictions_loss: 0.9970 1808/1816 [============================>.] - ETA: 3s - loss: 1559.4375 - logits_profile_predictions_loss: 1519.3570 - logcount_predictions_loss: 0.9970 1809/1816 [============================>.] - ETA: 3s - loss: 1559.4390 - logits_profile_predictions_loss: 1519.3587 - logcount_predictions_loss: 0.9970 1810/1816 [============================>.] - ETA: 2s - loss: 1559.4406 - logits_profile_predictions_loss: 1519.3605 - logcount_predictions_loss: 0.9970 1811/1816 [============================>.] - ETA: 2s - loss: 1559.4423 - logits_profile_predictions_loss: 1519.3624 - logcount_predictions_loss: 0.9970 1812/1816 [============================>.] - ETA: 1s - loss: 1559.4441 - logits_profile_predictions_loss: 1519.3644 - logcount_predictions_loss: 0.9970 1813/1816 [============================>.] - ETA: 1s - loss: 1559.4460 - logits_profile_predictions_loss: 1519.3665 - logcount_predictions_loss: 0.9970 1814/1816 [============================>.] - ETA: 0s - loss: 1559.4478 - logits_profile_predictions_loss: 1519.3685 - logcount_predictions_loss: 0.9970 1815/1816 [============================>.] - ETA: 0s - loss: 1559.4495 - logits_profile_predictions_loss: 1519.3704 - logcount_predictions_loss: 0.9970 1816/1816 [==============================] - ETA: 0s - loss: 1559.4514 - logits_profile_predictions_loss: 1519.3724 - logcount_predictions_loss: 0.9970 1816/1816 [==============================] - 889s 490ms/step - loss: 1559.4532 - logits_profile_predictions_loss: 1519.3744 - logcount_predictions_loss: 0.9970 - val_loss: 1701.1580 - val_logits_profile_predictions_loss: 1663.9744 - val_logcount_predictions_loss: 0.9249 Epoch 00010: val_loss did not improve from 1657.78210 Epoch 11/50 1/1816 [..............................] - ETA: 15:44 - loss: 1451.2012 - logits_profile_predictions_loss: 1417.1710 - logcount_predictions_loss: 0.8465 2/1816 [..............................] - ETA: 14:15 - loss: 1582.9878 - logits_profile_predictions_loss: 1546.9550 - logcount_predictions_loss: 0.8963 3/1816 [..............................] - ETA: 14:09 - loss: 1568.4261 - logits_profile_predictions_loss: 1531.1490 - logcount_predictions_loss: 0.9273 4/1816 [..............................] - ETA: 14:09 - loss: 1531.0600 - logits_profile_predictions_loss: 1493.7464 - logcount_predictions_loss: 0.9282 5/1816 [..............................] - ETA: 14:09 - loss: 1524.4745 - logits_profile_predictions_loss: 1486.9249 - logcount_predictions_loss: 0.9341 6/1816 [..............................] - ETA: 14:09 - loss: 1526.2133 - logits_profile_predictions_loss: 1487.9634 - logcount_predictions_loss: 0.9515 7/1816 [..............................] - ETA: 14:07 - loss: 1520.7605 - logits_profile_predictions_loss: 1482.1097 - logcount_predictions_loss: 0.9615 8/1816 [..............................] - ETA: 14:08 - loss: 1515.4052 - logits_profile_predictions_loss: 1476.5054 - logcount_predictions_loss: 0.9677 9/1816 [..............................] - ETA: 14:07 - loss: 1513.6220 - logits_profile_predictions_loss: 1474.6055 - logcount_predictions_loss: 0.9706 10/1816 [..............................] - ETA: 14:06 - loss: 1511.7634 - logits_profile_predictions_loss: 1472.6198 - logcount_predictions_loss: 0.9737 11/1816 [..............................] - ETA: 14:06 - loss: 1513.8405 - logits_profile_predictions_loss: 1474.5177 - logcount_predictions_loss: 0.9782 12/1816 [..............................] - ETA: 14:06 - loss: 1515.8980 - logits_profile_predictions_loss: 1476.3244 - logcount_predictions_loss: 0.9844 13/1816 [..............................] - ETA: 14:06 - loss: 1517.3589 - logits_profile_predictions_loss: 1477.5677 - logcount_predictions_loss: 0.9898 14/1816 [..............................] - ETA: 14:06 - loss: 1517.5233 - logits_profile_predictions_loss: 1477.5434 - logcount_predictions_loss: 0.9945 15/1816 [..............................] - ETA: 14:05 - loss: 1518.7990 - logits_profile_predictions_loss: 1478.6624 - logcount_predictions_loss: 0.9984 16/1816 [..............................] - ETA: 14:06 - loss: 1520.8972 - logits_profile_predictions_loss: 1480.6356 - logcount_predictions_loss: 1.0015 17/1816 [..............................] - ETA: 14:05 - loss: 1521.0683 - logits_profile_predictions_loss: 1480.7051 - logcount_predictions_loss: 1.0041 18/1816 [..............................] - ETA: 14:05 - loss: 1520.3876 - logits_profile_predictions_loss: 1479.9564 - logcount_predictions_loss: 1.0058 19/1816 [..............................] - ETA: 14:05 - loss: 1520.6270 - logits_profile_predictions_loss: 1480.1530 - logcount_predictions_loss: 1.0068 20/1816 [..............................] - ETA: 14:04 - loss: 1521.2543 - logits_profile_predictions_loss: 1480.7273 - logcount_predictions_loss: 1.0081 21/1816 [..............................] - ETA: 14:04 - loss: 1521.3062 - logits_profile_predictions_loss: 1480.7455 - logcount_predictions_loss: 1.0090 22/1816 [..............................] - ETA: 14:03 - loss: 1520.9218 - logits_profile_predictions_loss: 1480.3669 - logcount_predictions_loss: 1.0088 23/1816 [..............................] - ETA: 14:02 - loss: 1520.6608 - logits_profile_predictions_loss: 1480.0936 - logcount_predictions_loss: 1.0091 24/1816 [..............................] - ETA: 14:02 - loss: 1520.7547 - logits_profile_predictions_loss: 1480.1975 - logcount_predictions_loss: 1.0089 25/1816 [..............................] - ETA: 14:01 - loss: 1520.4571 - logits_profile_predictions_loss: 1479.9322 - logcount_predictions_loss: 1.0081 26/1816 [..............................] - ETA: 14:01 - loss: 1520.3344 - logits_profile_predictions_loss: 1479.8107 - logcount_predictions_loss: 1.0081 27/1816 [..............................] - ETA: 14:01 - loss: 1519.7987 - logits_profile_predictions_loss: 1479.2774 - logcount_predictions_loss: 1.0080 28/1816 [..............................] - ETA: 14:00 - loss: 1519.1374 - logits_profile_predictions_loss: 1478.6269 - logcount_predictions_loss: 1.0077 29/1816 [..............................] - ETA: 14:00 - loss: 1518.4762 - logits_profile_predictions_loss: 1477.9725 - logcount_predictions_loss: 1.0076 30/1816 [..............................] - ETA: 14:00 - loss: 1518.2172 - logits_profile_predictions_loss: 1477.7162 - logcount_predictions_loss: 1.0075 31/1816 [..............................] - ETA: 13:59 - loss: 1518.2253 - logits_profile_predictions_loss: 1477.7243 - logcount_predictions_loss: 1.0075 32/1816 [..............................] - ETA: 13:59 - loss: 1517.8624 - logits_profile_predictions_loss: 1477.3703 - logcount_predictions_loss: 1.0073 33/1816 [..............................] - ETA: 13:58 - loss: 1517.5844 - logits_profile_predictions_loss: 1477.0963 - logcount_predictions_loss: 1.0072 34/1816 [..............................] - ETA: 13:58 - loss: 1517.4703 - logits_profile_predictions_loss: 1476.9762 - logcount_predictions_loss: 1.0073 35/1816 [..............................] - ETA: 13:58 - loss: 1517.4529 - logits_profile_predictions_loss: 1476.9583 - logcount_predictions_loss: 1.0073 36/1816 [..............................] - ETA: 13:57 - loss: 1517.5243 - logits_profile_predictions_loss: 1477.0227 - logcount_predictions_loss: 1.0075 37/1816 [..............................] - ETA: 13:57 - loss: 1517.9053 - logits_profile_predictions_loss: 1477.4011 - logcount_predictions_loss: 1.0076 38/1816 [..............................] - ETA: 13:56 - loss: 1518.2030 - logits_profile_predictions_loss: 1477.7023 - logcount_predictions_loss: 1.0075 39/1816 [..............................] - ETA: 13:56 - loss: 1518.4762 - logits_profile_predictions_loss: 1477.9781 - logcount_predictions_loss: 1.0074 40/1816 [..............................] - ETA: 13:55 - loss: 1518.4927 - logits_profile_predictions_loss: 1478.0017 - logcount_predictions_loss: 1.0072 41/1816 [..............................] - ETA: 13:55 - loss: 1518.3381 - logits_profile_predictions_loss: 1477.8558 - logcount_predictions_loss: 1.0070 42/1816 [..............................] - ETA: 13:55 - loss: 1518.5963 - logits_profile_predictions_loss: 1478.1225 - logcount_predictions_loss: 1.0068 43/1816 [..............................] - ETA: 13:54 - loss: 1518.8088 - logits_profile_predictions_loss: 1478.3416 - logcount_predictions_loss: 1.0067 44/1816 [..............................] - ETA: 13:54 - loss: 1518.8156 - logits_profile_predictions_loss: 1478.3575 - logcount_predictions_loss: 1.0064 45/1816 [..............................] - ETA: 13:53 - loss: 1518.9981 - logits_profile_predictions_loss: 1478.5462 - logcount_predictions_loss: 1.0063 46/1816 [..............................] - ETA: 13:53 - loss: 1519.0771 - logits_profile_predictions_loss: 1478.6341 - logcount_predictions_loss: 1.0060 47/1816 [..............................] - ETA: 13:53 - loss: 1519.1311 - logits_profile_predictions_loss: 1478.7005 - logcount_predictions_loss: 1.0057 48/1816 [..............................] - ETA: 13:52 - loss: 1519.0515 - logits_profile_predictions_loss: 1478.6285 - logcount_predictions_loss: 1.0055 49/1816 [..............................] - ETA: 13:52 - loss: 1519.1168 - logits_profile_predictions_loss: 1478.7008 - logcount_predictions_loss: 1.0054 50/1816 [..............................] - ETA: 13:51 - loss: 1519.2031 - logits_profile_predictions_loss: 1478.7937 - logcount_predictions_loss: 1.0052 51/1816 [..............................] - ETA: 13:51 - loss: 1519.2659 - logits_profile_predictions_loss: 1478.8686 - logcount_predictions_loss: 1.0049 52/1816 [..............................] - ETA: 13:51 - loss: 1519.5218 - logits_profile_predictions_loss: 1479.1409 - logcount_predictions_loss: 1.0045 53/1816 [..............................] - ETA: 13:50 - loss: 1519.8134 - logits_profile_predictions_loss: 1479.4482 - logcount_predictions_loss: 1.0041 54/1816 [..............................] - ETA: 13:50 - loss: 1520.1661 - logits_profile_predictions_loss: 1479.8148 - logcount_predictions_loss: 1.0038 55/1816 [..............................] - ETA: 13:49 - loss: 1520.3281 - logits_profile_predictions_loss: 1479.9904 - logcount_predictions_loss: 1.0034 56/1816 [..............................] - ETA: 13:49 - loss: 1520.5593 - logits_profile_predictions_loss: 1480.2335 - logcount_predictions_loss: 1.0031 57/1816 [..............................] - ETA: 13:48 - loss: 1520.7061 - logits_profile_predictions_loss: 1480.3877 - logcount_predictions_loss: 1.0029 58/1816 [..............................] - ETA: 13:48 - loss: 1520.9029 - logits_profile_predictions_loss: 1480.5960 - logcount_predictions_loss: 1.0027 59/1816 [..............................] - ETA: 13:48 - loss: 1521.0235 - logits_profile_predictions_loss: 1480.7279 - logcount_predictions_loss: 1.0024 60/1816 [..............................] - ETA: 13:47 - loss: 1521.0917 - logits_profile_predictions_loss: 1480.8103 - logcount_predictions_loss: 1.0020 61/1816 [>.............................] - ETA: 13:47 - loss: 1521.1424 - logits_profile_predictions_loss: 1480.8740 - logcount_predictions_loss: 1.0017 62/1816 [>.............................] - ETA: 13:46 - loss: 1521.2472 - logits_profile_predictions_loss: 1480.9949 - logcount_predictions_loss: 1.0013 63/1816 [>.............................] - ETA: 13:46 - loss: 1521.2762 - logits_profile_predictions_loss: 1481.0375 - logcount_predictions_loss: 1.0010 64/1816 [>.............................] - ETA: 13:45 - loss: 1521.3244 - logits_profile_predictions_loss: 1481.0937 - logcount_predictions_loss: 1.0008 65/1816 [>.............................] - ETA: 13:45 - loss: 1521.3592 - logits_profile_predictions_loss: 1481.1365 - logcount_predictions_loss: 1.0006 66/1816 [>.............................] - ETA: 13:44 - loss: 1521.3862 - logits_profile_predictions_loss: 1481.1732 - logcount_predictions_loss: 1.0003 67/1816 [>.............................] - ETA: 13:44 - loss: 1521.3884 - logits_profile_predictions_loss: 1481.1844 - logcount_predictions_loss: 1.0001 68/1816 [>.............................] - ETA: 13:44 - loss: 1521.4527 - logits_profile_predictions_loss: 1481.2550 - logcount_predictions_loss: 0.9999 69/1816 [>.............................] - ETA: 13:43 - loss: 1521.5117 - logits_profile_predictions_loss: 1481.3219 - logcount_predictions_loss: 0.9997 70/1816 [>.............................] - ETA: 13:43 - loss: 1521.5673 - logits_profile_predictions_loss: 1481.3844 - logcount_predictions_loss: 0.9996 71/1816 [>.............................] - ETA: 13:42 - loss: 1521.6469 - logits_profile_predictions_loss: 1481.4694 - logcount_predictions_loss: 0.9994 72/1816 [>.............................] - ETA: 13:42 - loss: 1521.6898 - logits_profile_predictions_loss: 1481.5186 - logcount_predictions_loss: 0.9993 73/1816 [>.............................] - ETA: 13:41 - loss: 1521.6553 - logits_profile_predictions_loss: 1481.4892 - logcount_predictions_loss: 0.9992 74/1816 [>.............................] - ETA: 13:41 - loss: 1521.6375 - logits_profile_predictions_loss: 1481.4759 - logcount_predictions_loss: 0.9990 75/1816 [>.............................] - ETA: 13:40 - loss: 1521.6201 - logits_profile_predictions_loss: 1481.4617 - logcount_predictions_loss: 0.9990 76/1816 [>.............................] - ETA: 13:40 - loss: 1521.6073 - logits_profile_predictions_loss: 1481.4509 - logcount_predictions_loss: 0.9989 77/1816 [>.............................] - ETA: 13:40 - loss: 1521.5521 - logits_profile_predictions_loss: 1481.4007 - logcount_predictions_loss: 0.9988 78/1816 [>.............................] - ETA: 13:39 - loss: 1521.4514 - logits_profile_predictions_loss: 1481.3055 - logcount_predictions_loss: 0.9987 79/1816 [>.............................] - ETA: 13:39 - loss: 1521.3742 - logits_profile_predictions_loss: 1481.2343 - logcount_predictions_loss: 0.9985 80/1816 [>.............................] - ETA: 13:38 - loss: 1521.2966 - logits_profile_predictions_loss: 1481.1637 - logcount_predictions_loss: 0.9983 81/1816 [>.............................] - ETA: 13:38 - loss: 1521.2207 - logits_profile_predictions_loss: 1481.0950 - logcount_predictions_loss: 0.9982 82/1816 [>.............................] - ETA: 13:38 - loss: 1521.1783 - logits_profile_predictions_loss: 1481.0606 - logcount_predictions_loss: 0.9980 83/1816 [>.............................] - ETA: 13:37 - loss: 1521.1213 - logits_profile_predictions_loss: 1481.0117 - logcount_predictions_loss: 0.9978 84/1816 [>.............................] - ETA: 13:37 - loss: 1521.0584 - logits_profile_predictions_loss: 1480.9561 - logcount_predictions_loss: 0.9976 85/1816 [>.............................] - ETA: 13:36 - loss: 1520.9712 - logits_profile_predictions_loss: 1480.8757 - logcount_predictions_loss: 0.9974 86/1816 [>.............................] - ETA: 13:36 - loss: 1520.8750 - logits_profile_predictions_loss: 1480.7883 - logcount_predictions_loss: 0.9972 87/1816 [>.............................] - ETA: 13:35 - loss: 1520.8247 - logits_profile_predictions_loss: 1480.7471 - logcount_predictions_loss: 0.9970 88/1816 [>.............................] - ETA: 13:35 - loss: 1520.7441 - logits_profile_predictions_loss: 1480.6755 - logcount_predictions_loss: 0.9967 89/1816 [>.............................] - ETA: 13:34 - loss: 1520.6336 - logits_profile_predictions_loss: 1480.5745 - logcount_predictions_loss: 0.9965 90/1816 [>.............................] - ETA: 13:34 - loss: 1520.4909 - logits_profile_predictions_loss: 1480.4416 - logcount_predictions_loss: 0.9963 91/1816 [>.............................] - ETA: 13:34 - loss: 1520.3358 - logits_profile_predictions_loss: 1480.2961 - logcount_predictions_loss: 0.9960 92/1816 [>.............................] - ETA: 13:33 - loss: 1520.2088 - logits_profile_predictions_loss: 1480.1785 - logcount_predictions_loss: 0.9958 93/1816 [>.............................] - ETA: 13:33 - loss: 1520.1448 - logits_profile_predictions_loss: 1480.1247 - logcount_predictions_loss: 0.9955 94/1816 [>.............................] - ETA: 13:32 - loss: 1520.0931 - logits_profile_predictions_loss: 1480.0819 - logcount_predictions_loss: 0.9953 95/1816 [>.............................] - ETA: 13:32 - loss: 1520.0619 - logits_profile_predictions_loss: 1480.0587 - logcount_predictions_loss: 0.9951 96/1816 [>.............................] - ETA: 13:31 - loss: 1520.0798 - logits_profile_predictions_loss: 1480.0856 - logcount_predictions_loss: 0.9949 97/1816 [>.............................] - ETA: 13:31 - loss: 1520.0762 - logits_profile_predictions_loss: 1480.0913 - logcount_predictions_loss: 0.9947 98/1816 [>.............................] - ETA: 13:30 - loss: 1520.1036 - logits_profile_predictions_loss: 1480.1272 - logcount_predictions_loss: 0.9944 99/1816 [>.............................] - ETA: 13:30 - loss: 1520.1714 - logits_profile_predictions_loss: 1480.2004 - logcount_predictions_loss: 0.9943 100/1816 [>.............................] - ETA: 13:29 - loss: 1520.2136 - logits_profile_predictions_loss: 1480.2483 - logcount_predictions_loss: 0.9942 101/1816 [>.............................] - ETA: 13:29 - loss: 1520.2253 - logits_profile_predictions_loss: 1480.2664 - logcount_predictions_loss: 0.9940 102/1816 [>.............................] - ETA: 13:29 - loss: 1520.1997 - logits_profile_predictions_loss: 1480.2474 - logcount_predictions_loss: 0.9938 103/1816 [>.............................] - ETA: 13:28 - loss: 1520.1994 - logits_profile_predictions_loss: 1480.2528 - logcount_predictions_loss: 0.9937 104/1816 [>.............................] - ETA: 13:28 - loss: 1520.1842 - logits_profile_predictions_loss: 1480.2425 - logcount_predictions_loss: 0.9936 105/1816 [>.............................] - ETA: 13:27 - loss: 1520.1658 - logits_profile_predictions_loss: 1480.2281 - logcount_predictions_loss: 0.9935 106/1816 [>.............................] - ETA: 13:27 - loss: 1520.1927 - logits_profile_predictions_loss: 1480.2579 - logcount_predictions_loss: 0.9934 107/1816 [>.............................] - ETA: 13:26 - loss: 1520.2271 - logits_profile_predictions_loss: 1480.2949 - logcount_predictions_loss: 0.9933 108/1816 [>.............................] - ETA: 13:26 - loss: 1520.2679 - logits_profile_predictions_loss: 1480.3382 - logcount_predictions_loss: 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logcount_predictions_loss: 0.9789 347/1816 [====>.........................] - ETA: 11:35 - loss: 1537.0022 - logits_profile_predictions_loss: 1497.6494 - logcount_predictions_loss: 0.9789 348/1816 [====>.........................] - ETA: 11:34 - loss: 1537.0382 - logits_profile_predictions_loss: 1497.6858 - logcount_predictions_loss: 0.9789 349/1816 [====>.........................] - ETA: 11:34 - loss: 1537.0742 - logits_profile_predictions_loss: 1497.7224 - logcount_predictions_loss: 0.9789 350/1816 [====>.........................] - ETA: 11:33 - loss: 1537.1109 - logits_profile_predictions_loss: 1497.7597 - logcount_predictions_loss: 0.9789 351/1816 [====>.........................] - ETA: 11:33 - loss: 1537.1428 - logits_profile_predictions_loss: 1497.7921 - logcount_predictions_loss: 0.9789 352/1816 [====>.........................] - ETA: 11:32 - loss: 1537.1732 - logits_profile_predictions_loss: 1497.8231 - logcount_predictions_loss: 0.9789 353/1816 [====>.........................] 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[=====>........................] - ETA: 11:26 - loss: 1537.6037 - logits_profile_predictions_loss: 1498.2620 - logcount_predictions_loss: 0.9787 367/1816 [=====>........................] - ETA: 11:25 - loss: 1537.6302 - logits_profile_predictions_loss: 1498.2890 - logcount_predictions_loss: 0.9787 368/1816 [=====>........................] - ETA: 11:25 - loss: 1537.6575 - logits_profile_predictions_loss: 1498.3169 - logcount_predictions_loss: 0.9786 369/1816 [=====>........................] - ETA: 11:24 - loss: 1537.6847 - logits_profile_predictions_loss: 1498.3446 - logcount_predictions_loss: 0.9786 370/1816 [=====>........................] - ETA: 11:24 - loss: 1537.7108 - logits_profile_predictions_loss: 1498.3712 - logcount_predictions_loss: 0.9786 371/1816 [=====>........................] - ETA: 11:23 - loss: 1537.7404 - logits_profile_predictions_loss: 1498.4011 - logcount_predictions_loss: 0.9786 372/1816 [=====>........................] - ETA: 11:23 - loss: 1537.7696 - logits_profile_predictions_loss: 1498.4305 - logcount_predictions_loss: 0.9786 373/1816 [=====>........................] - ETA: 11:22 - loss: 1537.7975 - logits_profile_predictions_loss: 1498.4587 - logcount_predictions_loss: 0.9786 374/1816 [=====>........................] - ETA: 11:22 - loss: 1537.8243 - logits_profile_predictions_loss: 1498.4858 - logcount_predictions_loss: 0.9786 375/1816 [=====>........................] - ETA: 11:21 - loss: 1537.8495 - logits_profile_predictions_loss: 1498.5114 - logcount_predictions_loss: 0.9786 376/1816 [=====>........................] - ETA: 11:21 - loss: 1537.8763 - logits_profile_predictions_loss: 1498.5386 - logcount_predictions_loss: 0.9786 377/1816 [=====>........................] - ETA: 11:20 - loss: 1537.9047 - logits_profile_predictions_loss: 1498.5674 - logcount_predictions_loss: 0.9786 378/1816 [=====>........................] - ETA: 11:20 - loss: 1537.9327 - logits_profile_predictions_loss: 1498.5959 - logcount_predictions_loss: 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loss: 1544.5836 - logits_profile_predictions_loss: 1505.6691 - logcount_predictions_loss: 0.9680 1814/1816 [============================>.] - ETA: 0s - loss: 1544.5859 - logits_profile_predictions_loss: 1505.6716 - logcount_predictions_loss: 0.9680 1815/1816 [============================>.] - ETA: 0s - loss: 1544.5881 - logits_profile_predictions_loss: 1505.6740 - logcount_predictions_loss: 0.9680 1816/1816 [==============================] - ETA: 0s - loss: 1544.5903 - logits_profile_predictions_loss: 1505.6763 - logcount_predictions_loss: 0.9680 1816/1816 [==============================] - 889s 489ms/step - loss: 1544.5924 - logits_profile_predictions_loss: 1505.6786 - logcount_predictions_loss: 0.9680 - val_loss: 1638.2402 - val_logits_profile_predictions_loss: 1602.1741 - val_logcount_predictions_loss: 0.8972 Epoch 00011: val_loss improved from 1657.78210 to 1638.24023, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 12/50 1/1816 [..............................] - ETA: 15:23 - loss: 1175.1628 - logits_profile_predictions_loss: 1142.3673 - logcount_predictions_loss: 0.8158 2/1816 [..............................] - ETA: 14:11 - loss: 1228.7708 - logits_profile_predictions_loss: 1195.0013 - logcount_predictions_loss: 0.8400 3/1816 [..............................] - ETA: 14:10 - loss: 1269.5490 - logits_profile_predictions_loss: 1236.5039 - logcount_predictions_loss: 0.8220 4/1816 [..............................] - ETA: 14:10 - loss: 1298.4797 - logits_profile_predictions_loss: 1264.9686 - logcount_predictions_loss: 0.8336 5/1816 [..............................] - ETA: 14:09 - loss: 1339.6595 - logits_profile_predictions_loss: 1305.9474 - logcount_predictions_loss: 0.8386 6/1816 [..............................] - ETA: 14:08 - loss: 1375.9019 - logits_profile_predictions_loss: 1342.3434 - logcount_predictions_loss: 0.8348 7/1816 [..............................] - ETA: 14:08 - loss: 1403.8945 - logits_profile_predictions_loss: 1370.2314 - logcount_predictions_loss: 0.8374 8/1816 [..............................] - ETA: 14:08 - loss: 1428.5999 - logits_profile_predictions_loss: 1394.6980 - logcount_predictions_loss: 0.8433 9/1816 [..............................] - ETA: 14:08 - loss: 1444.2793 - logits_profile_predictions_loss: 1410.3429 - logcount_predictions_loss: 0.8442 10/1816 [..............................] - ETA: 14:07 - loss: 1456.2736 - logits_profile_predictions_loss: 1422.3069 - logcount_predictions_loss: 0.8449 11/1816 [..............................] - ETA: 14:08 - loss: 1465.4803 - logits_profile_predictions_loss: 1431.5186 - logcount_predictions_loss: 0.8448 12/1816 [..............................] - ETA: 14:08 - loss: 1471.9586 - logits_profile_predictions_loss: 1438.0150 - logcount_predictions_loss: 0.8444 13/1816 [..............................] - ETA: 14:07 - loss: 1478.1770 - logits_profile_predictions_loss: 1444.2455 - logcount_predictions_loss: 0.8441 14/1816 [..............................] - ETA: 14:07 - loss: 1482.6392 - logits_profile_predictions_loss: 1448.6907 - logcount_predictions_loss: 0.8445 15/1816 [..............................] - ETA: 14:06 - loss: 1485.6718 - logits_profile_predictions_loss: 1451.6848 - logcount_predictions_loss: 0.8454 16/1816 [..............................] - ETA: 14:06 - loss: 1487.9946 - logits_profile_predictions_loss: 1453.9716 - logcount_predictions_loss: 0.8463 17/1816 [..............................] - ETA: 14:06 - loss: 1490.4123 - logits_profile_predictions_loss: 1456.3425 - logcount_predictions_loss: 0.8475 18/1816 [..............................] - ETA: 14:05 - loss: 1493.6929 - logits_profile_predictions_loss: 1459.5253 - logcount_predictions_loss: 0.8499 19/1816 [..............................] - ETA: 14:05 - loss: 1496.4195 - 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26/1816 [..............................] - ETA: 14:02 - loss: 1506.7797 - logits_profile_predictions_loss: 1472.1406 - logcount_predictions_loss: 0.8617 27/1816 [..............................] - ETA: 14:02 - loss: 1507.6303 - logits_profile_predictions_loss: 1472.9565 - logcount_predictions_loss: 0.8625 28/1816 [..............................] - ETA: 14:01 - loss: 1508.4108 - logits_profile_predictions_loss: 1473.7043 - logcount_predictions_loss: 0.8633 29/1816 [..............................] - ETA: 14:01 - loss: 1508.7874 - logits_profile_predictions_loss: 1474.0487 - logcount_predictions_loss: 0.8641 30/1816 [..............................] - ETA: 14:00 - loss: 1509.1022 - logits_profile_predictions_loss: 1474.3416 - logcount_predictions_loss: 0.8647 31/1816 [..............................] - ETA: 14:00 - loss: 1509.5998 - logits_profile_predictions_loss: 1474.8233 - logcount_predictions_loss: 0.8651 32/1816 [..............................] - ETA: 14:00 - loss: 1510.0863 - 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logcount_predictions_loss: 0.9376 1783/1816 [============================>.] - ETA: 15s - loss: 1529.8955 - logits_profile_predictions_loss: 1492.2052 - logcount_predictions_loss: 0.9376 1784/1816 [============================>.] - ETA: 15s - loss: 1529.8980 - logits_profile_predictions_loss: 1492.2075 - logcount_predictions_loss: 0.9376 1785/1816 [============================>.] - ETA: 14s - loss: 1529.9005 - logits_profile_predictions_loss: 1492.2099 - logcount_predictions_loss: 0.9376 1786/1816 [============================>.] - ETA: 14s - loss: 1529.9030 - logits_profile_predictions_loss: 1492.2123 - logcount_predictions_loss: 0.9376 1787/1816 [============================>.] - ETA: 13s - loss: 1529.9056 - logits_profile_predictions_loss: 1492.2148 - logcount_predictions_loss: 0.9376 1788/1816 [============================>.] - ETA: 13s - loss: 1529.9081 - logits_profile_predictions_loss: 1492.2171 - logcount_predictions_loss: 0.9376 1789/1816 [============================>.] - ETA: 12s - loss: 1529.9105 - logits_profile_predictions_loss: 1492.2194 - logcount_predictions_loss: 0.9376 1790/1816 [============================>.] - ETA: 12s - loss: 1529.9130 - logits_profile_predictions_loss: 1492.2217 - logcount_predictions_loss: 0.9376 1791/1816 [============================>.] - ETA: 11s - loss: 1529.9155 - logits_profile_predictions_loss: 1492.2242 - logcount_predictions_loss: 0.9376 1792/1816 [============================>.] - ETA: 11s - loss: 1529.9180 - logits_profile_predictions_loss: 1492.2265 - logcount_predictions_loss: 0.9376 1793/1816 [============================>.] - ETA: 10s - loss: 1529.9205 - logits_profile_predictions_loss: 1492.2288 - logcount_predictions_loss: 0.9376 1794/1816 [============================>.] - ETA: 10s - loss: 1529.9229 - logits_profile_predictions_loss: 1492.2311 - logcount_predictions_loss: 0.9376 1795/1816 [============================>.] - ETA: 9s - loss: 1529.9254 - logits_profile_predictions_loss: 1492.2334 - logcount_predictions_loss: 0.9376  1796/1816 [============================>.] - ETA: 9s - loss: 1529.9278 - logits_profile_predictions_loss: 1492.2357 - logcount_predictions_loss: 0.9376 1797/1816 [============================>.] - ETA: 8s - loss: 1529.9301 - logits_profile_predictions_loss: 1492.2379 - logcount_predictions_loss: 0.9376 1798/1816 [============================>.] - ETA: 8s - loss: 1529.9325 - logits_profile_predictions_loss: 1492.2401 - logcount_predictions_loss: 0.9376 1799/1816 [============================>.] - ETA: 8s - loss: 1529.9348 - logits_profile_predictions_loss: 1492.2424 - logcount_predictions_loss: 0.9376 1800/1816 [============================>.] - ETA: 7s - loss: 1529.9371 - logits_profile_predictions_loss: 1492.2445 - logcount_predictions_loss: 0.9376 1801/1816 [============================>.] - ETA: 7s - loss: 1529.9395 - logits_profile_predictions_loss: 1492.2467 - logcount_predictions_loss: 0.9376 1802/1816 [============================>.] - ETA: 6s - loss: 1529.9419 - logits_profile_predictions_loss: 1492.2490 - logcount_predictions_loss: 0.9376 1803/1816 [============================>.] - ETA: 6s - loss: 1529.9442 - logits_profile_predictions_loss: 1492.2512 - logcount_predictions_loss: 0.9376 1804/1816 [============================>.] - ETA: 5s - loss: 1529.9464 - logits_profile_predictions_loss: 1492.2532 - logcount_predictions_loss: 0.9377 1805/1816 [============================>.] - ETA: 5s - loss: 1529.9486 - logits_profile_predictions_loss: 1492.2553 - logcount_predictions_loss: 0.9377 1806/1816 [============================>.] - ETA: 4s - loss: 1529.9508 - logits_profile_predictions_loss: 1492.2574 - logcount_predictions_loss: 0.9377 1807/1816 [============================>.] - ETA: 4s - loss: 1529.9530 - logits_profile_predictions_loss: 1492.2594 - logcount_predictions_loss: 0.9377 1808/1816 [============================>.] - ETA: 3s - loss: 1529.9551 - logits_profile_predictions_loss: 1492.2615 - logcount_predictions_loss: 0.9377 1809/1816 [============================>.] - ETA: 3s - loss: 1529.9572 - logits_profile_predictions_loss: 1492.2634 - logcount_predictions_loss: 0.9377 1810/1816 [============================>.] - ETA: 2s - loss: 1529.9595 - logits_profile_predictions_loss: 1492.2655 - logcount_predictions_loss: 0.9377 1811/1816 [============================>.] - ETA: 2s - loss: 1529.9618 - logits_profile_predictions_loss: 1492.2677 - logcount_predictions_loss: 0.9377 1812/1816 [============================>.] - ETA: 1s - loss: 1529.9641 - logits_profile_predictions_loss: 1492.2699 - logcount_predictions_loss: 0.9377 1813/1816 [============================>.] - ETA: 1s - loss: 1529.9665 - logits_profile_predictions_loss: 1492.2722 - logcount_predictions_loss: 0.9377 1814/1816 [============================>.] - ETA: 0s - loss: 1529.9690 - logits_profile_predictions_loss: 1492.2746 - logcount_predictions_loss: 0.9377 1815/1816 [============================>.] - ETA: 0s - loss: 1529.9716 - logits_profile_predictions_loss: 1492.2771 - logcount_predictions_loss: 0.9377 1816/1816 [==============================] - ETA: 0s - loss: 1529.9742 - logits_profile_predictions_loss: 1492.2795 - logcount_predictions_loss: 0.9377 1816/1816 [==============================] - 889s 490ms/step - loss: 1529.9768 - logits_profile_predictions_loss: 1492.2820 - logcount_predictions_loss: 0.9377 - val_loss: 1664.5579 - val_logits_profile_predictions_loss: 1628.8214 - val_logcount_predictions_loss: 0.8890 Epoch 00012: val_loss did not improve from 1638.24023 Epoch 13/50 1/1816 [..............................] - ETA: 14:46 - loss: 1219.0214 - logits_profile_predictions_loss: 1187.9832 - logcount_predictions_loss: 0.7721 2/1816 [..............................] - ETA: 14:11 - loss: 1369.7382 - logits_profile_predictions_loss: 1335.9500 - logcount_predictions_loss: 0.8405 3/1816 [..............................] - ETA: 14:12 - loss: 1427.0482 - logits_profile_predictions_loss: 1394.1490 - logcount_predictions_loss: 0.8184 4/1816 [..............................] - ETA: 14:12 - loss: 1452.1248 - logits_profile_predictions_loss: 1419.2480 - logcount_predictions_loss: 0.8178 5/1816 [..............................] - ETA: 14:11 - loss: 1486.3347 - logits_profile_predictions_loss: 1452.5838 - logcount_predictions_loss: 0.8396 6/1816 [..............................] - ETA: 14:12 - loss: 1501.2222 - logits_profile_predictions_loss: 1466.9280 - logcount_predictions_loss: 0.8531 7/1816 [..............................] - ETA: 14:11 - loss: 1518.5796 - logits_profile_predictions_loss: 1483.7866 - logcount_predictions_loss: 0.8655 8/1816 [..............................] - ETA: 14:10 - loss: 1528.3403 - logits_profile_predictions_loss: 1493.1443 - logcount_predictions_loss: 0.8755 9/1816 [..............................] - ETA: 14:11 - loss: 1536.4723 - logits_profile_predictions_loss: 1501.0037 - logcount_predictions_loss: 0.8823 10/1816 [..............................] - ETA: 14:09 - loss: 1542.4000 - logits_profile_predictions_loss: 1506.7129 - logcount_predictions_loss: 0.8877 11/1816 [..............................] - ETA: 14:09 - loss: 1543.7238 - logits_profile_predictions_loss: 1507.9127 - logcount_predictions_loss: 0.8908 12/1816 [..............................] - ETA: 14:09 - loss: 1542.7406 - logits_profile_predictions_loss: 1506.8643 - logcount_predictions_loss: 0.8924 13/1816 [..............................] - ETA: 14:08 - loss: 1543.8556 - logits_profile_predictions_loss: 1507.8927 - logcount_predictions_loss: 0.8946 14/1816 [..............................] - ETA: 14:08 - loss: 1543.6636 - logits_profile_predictions_loss: 1507.6319 - logcount_predictions_loss: 0.8963 15/1816 [..............................] - ETA: 14:07 - loss: 1542.3379 - logits_profile_predictions_loss: 1506.2554 - logcount_predictions_loss: 0.8976 16/1816 [..............................] - ETA: 14:07 - loss: 1539.5782 - logits_profile_predictions_loss: 1503.4803 - logcount_predictions_loss: 0.8980 17/1816 [..............................] - ETA: 14:07 - loss: 1537.4727 - logits_profile_predictions_loss: 1501.3638 - logcount_predictions_loss: 0.8982 18/1816 [..............................] - ETA: 14:07 - loss: 1536.1115 - logits_profile_predictions_loss: 1499.9788 - logcount_predictions_loss: 0.8988 19/1816 [..............................] - ETA: 14:06 - loss: 1534.1285 - logits_profile_predictions_loss: 1497.9826 - logcount_predictions_loss: 0.8992 20/1816 [..............................] - ETA: 14:05 - loss: 1532.7072 - logits_profile_predictions_loss: 1496.5476 - logcount_predictions_loss: 0.8995 21/1816 [..............................] - ETA: 14:05 - loss: 1531.2652 - logits_profile_predictions_loss: 1495.0883 - logcount_predictions_loss: 0.8999 22/1816 [..............................] - ETA: 14:05 - loss: 1529.6592 - logits_profile_predictions_loss: 1493.4422 - logcount_predictions_loss: 0.9009 23/1816 [..............................] - ETA: 14:05 - loss: 1528.3177 - logits_profile_predictions_loss: 1492.0592 - logcount_predictions_loss: 0.9020 24/1816 [..............................] - ETA: 14:04 - loss: 1526.8960 - logits_profile_predictions_loss: 1490.5997 - logcount_predictions_loss: 0.9029 25/1816 [..............................] - ETA: 14:04 - loss: 1525.1138 - logits_profile_predictions_loss: 1488.7927 - logcount_predictions_loss: 0.9035 26/1816 [..............................] - ETA: 14:03 - loss: 1523.6407 - logits_profile_predictions_loss: 1487.2935 - logcount_predictions_loss: 0.9042 27/1816 [..............................] - ETA: 14:03 - loss: 1522.0143 - logits_profile_predictions_loss: 1485.6567 - logcount_predictions_loss: 0.9044 28/1816 [..............................] - ETA: 14:02 - loss: 1520.7324 - logits_profile_predictions_loss: 1484.3624 - logcount_predictions_loss: 0.9047 29/1816 [..............................] - ETA: 14:02 - loss: 1519.5983 - logits_profile_predictions_loss: 1483.2200 - logcount_predictions_loss: 0.9049 30/1816 [..............................] - ETA: 14:01 - loss: 1518.2389 - logits_profile_predictions_loss: 1481.8418 - logcount_predictions_loss: 0.9054 31/1816 [..............................] - ETA: 14:01 - loss: 1517.7505 - logits_profile_predictions_loss: 1481.3333 - logcount_predictions_loss: 0.9059 32/1816 [..............................] - ETA: 14:01 - loss: 1517.4977 - logits_profile_predictions_loss: 1481.0553 - logcount_predictions_loss: 0.9065 33/1816 [..............................] - ETA: 14:00 - loss: 1517.0821 - logits_profile_predictions_loss: 1480.6163 - logcount_predictions_loss: 0.9071 34/1816 [..............................] - ETA: 14:00 - loss: 1516.6635 - logits_profile_predictions_loss: 1480.1678 - logcount_predictions_loss: 0.9079 35/1816 [..............................] - ETA: 13:59 - loss: 1516.0881 - logits_profile_predictions_loss: 1479.5604 - logcount_predictions_loss: 0.9087 36/1816 [..............................] - ETA: 13:59 - loss: 1515.6624 - logits_profile_predictions_loss: 1479.0959 - logcount_predictions_loss: 0.9096 37/1816 [..............................] - ETA: 13:58 - loss: 1515.2975 - logits_profile_predictions_loss: 1478.6894 - logcount_predictions_loss: 0.9107 38/1816 [..............................] - ETA: 13:58 - loss: 1515.4335 - logits_profile_predictions_loss: 1478.7906 - logcount_predictions_loss: 0.9115 39/1816 [..............................] - ETA: 13:57 - loss: 1515.5749 - logits_profile_predictions_loss: 1478.9034 - logcount_predictions_loss: 0.9122 40/1816 [..............................] - ETA: 13:57 - loss: 1515.6471 - logits_profile_predictions_loss: 1478.9485 - logcount_predictions_loss: 0.9129 41/1816 [..............................] - ETA: 13:56 - loss: 1516.0175 - logits_profile_predictions_loss: 1479.2924 - logcount_predictions_loss: 0.9136 42/1816 [..............................] - ETA: 13:56 - loss: 1516.4406 - logits_profile_predictions_loss: 1479.6913 - logcount_predictions_loss: 0.9142 43/1816 [..............................] - ETA: 13:55 - loss: 1516.8695 - logits_profile_predictions_loss: 1480.0988 - logcount_predictions_loss: 0.9147 44/1816 [..............................] - ETA: 13:55 - loss: 1517.0318 - logits_profile_predictions_loss: 1480.2477 - logcount_predictions_loss: 0.9150 45/1816 [..............................] - ETA: 13:55 - loss: 1517.2300 - logits_profile_predictions_loss: 1480.4314 - logcount_predictions_loss: 0.9154 46/1816 [..............................] - ETA: 13:54 - loss: 1517.4584 - logits_profile_predictions_loss: 1480.6424 - logcount_predictions_loss: 0.9158 47/1816 [..............................] - ETA: 13:54 - loss: 1517.6543 - logits_profile_predictions_loss: 1480.8209 - logcount_predictions_loss: 0.9163 48/1816 [..............................] - ETA: 13:53 - loss: 1517.9153 - logits_profile_predictions_loss: 1481.0670 - logcount_predictions_loss: 0.9166 49/1816 [..............................] - ETA: 13:53 - loss: 1518.3723 - logits_profile_predictions_loss: 1481.5044 - logcount_predictions_loss: 0.9171 50/1816 [..............................] - ETA: 13:52 - loss: 1518.7000 - logits_profile_predictions_loss: 1481.8171 - logcount_predictions_loss: 0.9175 51/1816 [..............................] - ETA: 13:52 - loss: 1519.0530 - logits_profile_predictions_loss: 1482.1533 - logcount_predictions_loss: 0.9179 52/1816 [..............................] - ETA: 13:51 - loss: 1519.4672 - logits_profile_predictions_loss: 1482.5555 - logcount_predictions_loss: 0.9182 53/1816 [..............................] - ETA: 13:51 - loss: 1519.8306 - logits_profile_predictions_loss: 1482.9051 - logcount_predictions_loss: 0.9185 54/1816 [..............................] - ETA: 13:50 - loss: 1520.3499 - logits_profile_predictions_loss: 1483.4106 - logcount_predictions_loss: 0.9189 55/1816 [..............................] - ETA: 13:50 - loss: 1520.7245 - logits_profile_predictions_loss: 1483.7735 - logcount_predictions_loss: 0.9192 56/1816 [..............................] - ETA: 13:50 - loss: 1520.9819 - logits_profile_predictions_loss: 1484.0231 - logcount_predictions_loss: 0.9194 57/1816 [..............................] - ETA: 13:49 - loss: 1521.1489 - logits_profile_predictions_loss: 1484.1823 - logcount_predictions_loss: 0.9196 58/1816 [..............................] - ETA: 13:49 - loss: 1521.1971 - logits_profile_predictions_loss: 1484.2257 - logcount_predictions_loss: 0.9197 59/1816 [..............................] - ETA: 13:48 - loss: 1521.2520 - logits_profile_predictions_loss: 1484.2785 - logcount_predictions_loss: 0.9197 60/1816 [..............................] - ETA: 13:48 - loss: 1521.3420 - logits_profile_predictions_loss: 1484.3685 - logcount_predictions_loss: 0.9197 61/1816 [>.............................] - ETA: 13:48 - loss: 1521.4197 - logits_profile_predictions_loss: 1484.4483 - logcount_predictions_loss: 0.9197 62/1816 [>.............................] - ETA: 13:47 - loss: 1521.4445 - logits_profile_predictions_loss: 1484.4774 - logcount_predictions_loss: 0.9196 63/1816 [>.............................] - ETA: 13:47 - loss: 1521.4052 - logits_profile_predictions_loss: 1484.4444 - logcount_predictions_loss: 0.9194 64/1816 [>.............................] - ETA: 13:46 - loss: 1521.2866 - logits_profile_predictions_loss: 1484.3305 - logcount_predictions_loss: 0.9193 65/1816 [>.............................] - ETA: 13:46 - loss: 1521.1943 - logits_profile_predictions_loss: 1484.2429 - logcount_predictions_loss: 0.9192 66/1816 [>.............................] - ETA: 13:45 - loss: 1521.1662 - logits_profile_predictions_loss: 1484.2199 - logcount_predictions_loss: 0.9191 67/1816 [>.............................] - ETA: 13:45 - loss: 1521.1720 - logits_profile_predictions_loss: 1484.2304 - logcount_predictions_loss: 0.9189 68/1816 [>.............................] - ETA: 13:44 - loss: 1521.2067 - logits_profile_predictions_loss: 1484.2691 - logcount_predictions_loss: 0.9188 69/1816 [>.............................] - ETA: 13:44 - loss: 1521.2239 - logits_profile_predictions_loss: 1484.2922 - logcount_predictions_loss: 0.9187 70/1816 [>.............................] - ETA: 13:43 - loss: 1521.2693 - logits_profile_predictions_loss: 1484.3421 - logcount_predictions_loss: 0.9186 71/1816 [>.............................] - ETA: 13:43 - loss: 1521.3311 - logits_profile_predictions_loss: 1484.4104 - logcount_predictions_loss: 0.9184 72/1816 [>.............................] - ETA: 13:42 - loss: 1521.4144 - logits_profile_predictions_loss: 1484.4987 - logcount_predictions_loss: 0.9183 73/1816 [>.............................] - ETA: 13:42 - loss: 1521.5641 - logits_profile_predictions_loss: 1484.6527 - logcount_predictions_loss: 0.9182 74/1816 [>.............................] - ETA: 13:41 - loss: 1521.7752 - logits_profile_predictions_loss: 1484.8690 - logcount_predictions_loss: 0.9181 75/1816 [>.............................] - ETA: 13:41 - loss: 1521.9571 - logits_profile_predictions_loss: 1485.0556 - logcount_predictions_loss: 0.9179 76/1816 [>.............................] - ETA: 13:40 - loss: 1522.1109 - logits_profile_predictions_loss: 1485.2131 - logcount_predictions_loss: 0.9179 77/1816 [>.............................] - ETA: 13:40 - loss: 1522.2158 - logits_profile_predictions_loss: 1485.3231 - logcount_predictions_loss: 0.9177 78/1816 [>.............................] - ETA: 13:40 - loss: 1522.3155 - logits_profile_predictions_loss: 1485.4295 - logcount_predictions_loss: 0.9176 79/1816 [>.............................] - ETA: 13:39 - loss: 1522.4364 - logits_profile_predictions_loss: 1485.5572 - logcount_predictions_loss: 0.9174 80/1816 [>.............................] - ETA: 13:39 - loss: 1522.5059 - logits_profile_predictions_loss: 1485.6321 - logcount_predictions_loss: 0.9173 81/1816 [>.............................] - ETA: 13:38 - loss: 1522.5355 - logits_profile_predictions_loss: 1485.6669 - logcount_predictions_loss: 0.9171 82/1816 [>.............................] - ETA: 13:38 - loss: 1522.5974 - logits_profile_predictions_loss: 1485.7322 - logcount_predictions_loss: 0.9170 83/1816 [>.............................] - ETA: 13:37 - loss: 1522.6198 - logits_profile_predictions_loss: 1485.7593 - logcount_predictions_loss: 0.9169 84/1816 [>.............................] - ETA: 13:37 - loss: 1522.6426 - logits_profile_predictions_loss: 1485.7848 - logcount_predictions_loss: 0.9169 85/1816 [>.............................] - ETA: 13:36 - loss: 1522.7210 - logits_profile_predictions_loss: 1485.8652 - logcount_predictions_loss: 0.9168 86/1816 [>.............................] - ETA: 13:36 - loss: 1522.8154 - logits_profile_predictions_loss: 1485.9608 - logcount_predictions_loss: 0.9168 87/1816 [>.............................] - ETA: 13:35 - loss: 1522.8310 - logits_profile_predictions_loss: 1485.9763 - logcount_predictions_loss: 0.9168 88/1816 [>.............................] - ETA: 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[====>.........................] - ETA: 11:32 - loss: 1525.2328 - logits_profile_predictions_loss: 1488.2293 - logcount_predictions_loss: 0.9205 353/1816 [====>.........................] - ETA: 11:32 - loss: 1525.2179 - logits_profile_predictions_loss: 1488.2138 - logcount_predictions_loss: 0.9205 354/1816 [====>.........................] - ETA: 11:31 - loss: 1525.2029 - logits_profile_predictions_loss: 1488.1980 - logcount_predictions_loss: 0.9205 355/1816 [====>.........................] - ETA: 11:31 - loss: 1525.1875 - logits_profile_predictions_loss: 1488.1819 - logcount_predictions_loss: 0.9205 356/1816 [====>.........................] - ETA: 11:30 - loss: 1525.1722 - logits_profile_predictions_loss: 1488.1660 - logcount_predictions_loss: 0.9205 357/1816 [====>.........................] - ETA: 11:30 - loss: 1525.1571 - logits_profile_predictions_loss: 1488.1503 - logcount_predictions_loss: 0.9206 358/1816 [====>.........................] - ETA: 11:29 - loss: 1525.1401 - 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logcount_predictions_loss: 0.9291 1793/1816 [============================>.] - ETA: 10s - loss: 1520.6476 - logits_profile_predictions_loss: 1483.2960 - logcount_predictions_loss: 0.9291 1794/1816 [============================>.] - ETA: 10s - loss: 1520.6464 - logits_profile_predictions_loss: 1483.2949 - logcount_predictions_loss: 0.9291 1795/1816 [============================>.] - ETA: 9s - loss: 1520.6453 - logits_profile_predictions_loss: 1483.2939 - logcount_predictions_loss: 0.9291  1796/1816 [============================>.] - ETA: 9s - loss: 1520.6441 - logits_profile_predictions_loss: 1483.2928 - logcount_predictions_loss: 0.9291 1797/1816 [============================>.] - ETA: 8s - loss: 1520.6430 - logits_profile_predictions_loss: 1483.2917 - logcount_predictions_loss: 0.9291 1798/1816 [============================>.] - ETA: 8s - loss: 1520.6418 - logits_profile_predictions_loss: 1483.2907 - logcount_predictions_loss: 0.9291 1799/1816 [============================>.] - ETA: 8s - loss: 1520.6410 - logits_profile_predictions_loss: 1483.2899 - logcount_predictions_loss: 0.9291 1800/1816 [============================>.] - ETA: 7s - loss: 1520.6402 - logits_profile_predictions_loss: 1483.2892 - logcount_predictions_loss: 0.9291 1801/1816 [============================>.] - ETA: 7s - loss: 1520.6396 - logits_profile_predictions_loss: 1483.2887 - logcount_predictions_loss: 0.9291 1802/1816 [============================>.] - ETA: 6s - loss: 1520.6389 - logits_profile_predictions_loss: 1483.2881 - logcount_predictions_loss: 0.9291 1803/1816 [============================>.] - ETA: 6s - loss: 1520.6383 - logits_profile_predictions_loss: 1483.2876 - logcount_predictions_loss: 0.9291 1804/1816 [============================>.] - ETA: 5s - loss: 1520.6377 - logits_profile_predictions_loss: 1483.2870 - logcount_predictions_loss: 0.9291 1805/1816 [============================>.] - ETA: 5s - loss: 1520.6371 - logits_profile_predictions_loss: 1483.2865 - logcount_predictions_loss: 0.9291 1806/1816 [============================>.] - ETA: 4s - loss: 1520.6364 - logits_profile_predictions_loss: 1483.2859 - logcount_predictions_loss: 0.9291 1807/1816 [============================>.] - ETA: 4s - loss: 1520.6356 - logits_profile_predictions_loss: 1483.2852 - logcount_predictions_loss: 0.9291 1808/1816 [============================>.] - ETA: 3s - loss: 1520.6350 - logits_profile_predictions_loss: 1483.2847 - logcount_predictions_loss: 0.9291 1809/1816 [============================>.] - ETA: 3s - loss: 1520.6344 - logits_profile_predictions_loss: 1483.2842 - logcount_predictions_loss: 0.9291 1810/1816 [============================>.] - ETA: 2s - loss: 1520.6341 - logits_profile_predictions_loss: 1483.2840 - logcount_predictions_loss: 0.9291 1811/1816 [============================>.] - ETA: 2s - loss: 1520.6340 - logits_profile_predictions_loss: 1483.2839 - logcount_predictions_loss: 0.9291 1812/1816 [============================>.] - ETA: 1s - loss: 1520.6338 - logits_profile_predictions_loss: 1483.2839 - logcount_predictions_loss: 0.9291 1813/1816 [============================>.] - ETA: 1s - loss: 1520.6336 - logits_profile_predictions_loss: 1483.2837 - logcount_predictions_loss: 0.9291 1814/1816 [============================>.] - ETA: 0s - loss: 1520.6333 - logits_profile_predictions_loss: 1483.2835 - logcount_predictions_loss: 0.9291 1815/1816 [============================>.] - ETA: 0s - loss: 1520.6330 - logits_profile_predictions_loss: 1483.2833 - logcount_predictions_loss: 0.9291 1816/1816 [==============================] - ETA: 0s - loss: 1520.6328 - logits_profile_predictions_loss: 1483.2832 - logcount_predictions_loss: 0.9291 1816/1816 [==============================] - 888s 489ms/step - loss: 1520.6327 - logits_profile_predictions_loss: 1483.2832 - logcount_predictions_loss: 0.9291 - val_loss: 1691.1506 - val_logits_profile_predictions_loss: 1654.5865 - val_logcount_predictions_loss: 0.9096 Epoch 00013: val_loss did not improve from 1638.24023 Epoch 14/50 1/1816 [..............................] - ETA: 15:42 - loss: 1523.7069 - logits_profile_predictions_loss: 1488.3569 - logcount_predictions_loss: 0.8794 2/1816 [..............................] - ETA: 14:03 - loss: 1491.7373 - logits_profile_predictions_loss: 1455.4473 - logcount_predictions_loss: 0.9027 3/1816 [..............................] - ETA: 14:08 - loss: 1471.8361 - logits_profile_predictions_loss: 1435.3184 - logcount_predictions_loss: 0.9084 4/1816 [..............................] - ETA: 14:21 - loss: 1527.0140 - logits_profile_predictions_loss: 1489.9083 - logcount_predictions_loss: 0.9230 5/1816 [..............................] - ETA: 14:18 - loss: 1555.2896 - logits_profile_predictions_loss: 1518.0309 - logcount_predictions_loss: 0.9268 6/1816 [..............................] - ETA: 14:16 - loss: 1576.9158 - logits_profile_predictions_loss: 1539.2788 - logcount_predictions_loss: 0.9362 7/1816 [..............................] - ETA: 14:13 - loss: 1600.8948 - logits_profile_predictions_loss: 1563.1034 - logcount_predictions_loss: 0.9401 8/1816 [..............................] - ETA: 14:13 - loss: 1615.7274 - logits_profile_predictions_loss: 1577.7487 - logcount_predictions_loss: 0.9447 9/1816 [..............................] - ETA: 14:12 - loss: 1620.2440 - logits_profile_predictions_loss: 1582.2072 - logcount_predictions_loss: 0.9462 10/1816 [..............................] - ETA: 14:11 - loss: 1622.6212 - logits_profile_predictions_loss: 1584.6594 - logcount_predictions_loss: 0.9443 11/1816 [..............................] - ETA: 14:10 - loss: 1621.2692 - logits_profile_predictions_loss: 1583.4768 - logcount_predictions_loss: 0.9401 12/1816 [..............................] - ETA: 14:09 - loss: 1619.7512 - logits_profile_predictions_loss: 1581.9949 - logcount_predictions_loss: 0.9392 13/1816 [..............................] - ETA: 14:08 - loss: 1617.8462 - logits_profile_predictions_loss: 1580.0674 - 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[=====>........................] - ETA: 11:10 - loss: 1503.6855 - logits_profile_predictions_loss: 1466.7481 - logcount_predictions_loss: 0.9188 395/1816 [=====>........................] - ETA: 11:10 - loss: 1503.6668 - logits_profile_predictions_loss: 1466.7301 - logcount_predictions_loss: 0.9188 396/1816 [=====>........................] - ETA: 11:09 - loss: 1503.6482 - logits_profile_predictions_loss: 1466.7123 - logcount_predictions_loss: 0.9188 397/1816 [=====>........................] - ETA: 11:09 - loss: 1503.6304 - logits_profile_predictions_loss: 1466.6952 - logcount_predictions_loss: 0.9188 398/1816 [=====>........................] - ETA: 11:08 - loss: 1503.6138 - logits_profile_predictions_loss: 1466.6794 - logcount_predictions_loss: 0.9188 399/1816 [=====>........................] - ETA: 11:08 - loss: 1503.5982 - logits_profile_predictions_loss: 1466.6647 - logcount_predictions_loss: 0.9187 400/1816 [=====>........................] - ETA: 11:07 - loss: 1503.5816 - 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ETA: 21s - loss: 1506.4760 - logits_profile_predictions_loss: 1469.5342 - logcount_predictions_loss: 0.9190 1771/1816 [============================>.] - ETA: 21s - loss: 1506.4787 - logits_profile_predictions_loss: 1469.5370 - logcount_predictions_loss: 0.9190 1772/1816 [============================>.] - ETA: 20s - loss: 1506.4817 - logits_profile_predictions_loss: 1469.5399 - logcount_predictions_loss: 0.9190 1773/1816 [============================>.] - ETA: 20s - loss: 1506.4847 - logits_profile_predictions_loss: 1469.5430 - logcount_predictions_loss: 0.9190 1774/1816 [============================>.] - ETA: 19s - loss: 1506.4876 - logits_profile_predictions_loss: 1469.5460 - logcount_predictions_loss: 0.9190 1775/1816 [============================>.] - ETA: 19s - loss: 1506.4906 - logits_profile_predictions_loss: 1469.5489 - logcount_predictions_loss: 0.9190 1776/1816 [============================>.] - ETA: 18s - loss: 1506.4934 - logits_profile_predictions_loss: 1469.5517 - 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ETA: 15s - loss: 1506.5140 - logits_profile_predictions_loss: 1469.5726 - logcount_predictions_loss: 0.9190 1784/1816 [============================>.] - ETA: 15s - loss: 1506.5170 - logits_profile_predictions_loss: 1469.5756 - logcount_predictions_loss: 0.9190 1785/1816 [============================>.] - ETA: 14s - loss: 1506.5200 - logits_profile_predictions_loss: 1469.5786 - logcount_predictions_loss: 0.9190 1786/1816 [============================>.] - ETA: 14s - loss: 1506.5228 - logits_profile_predictions_loss: 1469.5815 - logcount_predictions_loss: 0.9190 1787/1816 [============================>.] - ETA: 13s - loss: 1506.5257 - logits_profile_predictions_loss: 1469.5844 - logcount_predictions_loss: 0.9190 1788/1816 [============================>.] - ETA: 13s - loss: 1506.5285 - logits_profile_predictions_loss: 1469.5873 - logcount_predictions_loss: 0.9190 1789/1816 [============================>.] - ETA: 12s - loss: 1506.5314 - logits_profile_predictions_loss: 1469.5902 - logcount_predictions_loss: 0.9190 1790/1816 [============================>.] - ETA: 12s - loss: 1506.5341 - logits_profile_predictions_loss: 1469.5929 - logcount_predictions_loss: 0.9190 1791/1816 [============================>.] - ETA: 11s - loss: 1506.5369 - logits_profile_predictions_loss: 1469.5958 - logcount_predictions_loss: 0.9190 1792/1816 [============================>.] - ETA: 11s - loss: 1506.5396 - logits_profile_predictions_loss: 1469.5986 - logcount_predictions_loss: 0.9190 1793/1816 [============================>.] - ETA: 10s - loss: 1506.5424 - logits_profile_predictions_loss: 1469.6013 - logcount_predictions_loss: 0.9189 1794/1816 [============================>.] - ETA: 10s - loss: 1506.5451 - logits_profile_predictions_loss: 1469.6041 - logcount_predictions_loss: 0.9189 1795/1816 [============================>.] - ETA: 9s - loss: 1506.5478 - logits_profile_predictions_loss: 1469.6068 - logcount_predictions_loss: 0.9189  1796/1816 [============================>.] - ETA: 9s - loss: 1506.5504 - logits_profile_predictions_loss: 1469.6095 - logcount_predictions_loss: 0.9189 1797/1816 [============================>.] - ETA: 8s - loss: 1506.5529 - logits_profile_predictions_loss: 1469.6121 - logcount_predictions_loss: 0.9189 1798/1816 [============================>.] - ETA: 8s - loss: 1506.5554 - logits_profile_predictions_loss: 1469.6146 - logcount_predictions_loss: 0.9189 1799/1816 [============================>.] - ETA: 8s - loss: 1506.5580 - logits_profile_predictions_loss: 1469.6172 - logcount_predictions_loss: 0.9189 1800/1816 [============================>.] - ETA: 7s - loss: 1506.5605 - logits_profile_predictions_loss: 1469.6198 - logcount_predictions_loss: 0.9189 1801/1816 [============================>.] - ETA: 7s - loss: 1506.5631 - logits_profile_predictions_loss: 1469.6224 - logcount_predictions_loss: 0.9189 1802/1816 [============================>.] - ETA: 6s - loss: 1506.5656 - logits_profile_predictions_loss: 1469.6249 - logcount_predictions_loss: 0.9189 1803/1816 [============================>.] - ETA: 6s - loss: 1506.5681 - logits_profile_predictions_loss: 1469.6274 - logcount_predictions_loss: 0.9189 1804/1816 [============================>.] - ETA: 5s - loss: 1506.5705 - logits_profile_predictions_loss: 1469.6299 - logcount_predictions_loss: 0.9189 1805/1816 [============================>.] - ETA: 5s - loss: 1506.5728 - logits_profile_predictions_loss: 1469.6323 - logcount_predictions_loss: 0.9189 1806/1816 [============================>.] - ETA: 4s - loss: 1506.5751 - logits_profile_predictions_loss: 1469.6346 - logcount_predictions_loss: 0.9189 1807/1816 [============================>.] - ETA: 4s - loss: 1506.5774 - logits_profile_predictions_loss: 1469.6369 - logcount_predictions_loss: 0.9189 1808/1816 [============================>.] - ETA: 3s - loss: 1506.5798 - logits_profile_predictions_loss: 1469.6394 - logcount_predictions_loss: 0.9189 1809/1816 [============================>.] - ETA: 3s - loss: 1506.5821 - logits_profile_predictions_loss: 1469.6417 - logcount_predictions_loss: 0.9189 1810/1816 [============================>.] - ETA: 2s - loss: 1506.5844 - logits_profile_predictions_loss: 1469.6440 - logcount_predictions_loss: 0.9189 1811/1816 [============================>.] - ETA: 2s - loss: 1506.5865 - logits_profile_predictions_loss: 1469.6462 - logcount_predictions_loss: 0.9189 1812/1816 [============================>.] - ETA: 1s - loss: 1506.5886 - logits_profile_predictions_loss: 1469.6484 - logcount_predictions_loss: 0.9189 1813/1816 [============================>.] - ETA: 1s - loss: 1506.5908 - logits_profile_predictions_loss: 1469.6505 - logcount_predictions_loss: 0.9189 1814/1816 [============================>.] - ETA: 0s - loss: 1506.5929 - logits_profile_predictions_loss: 1469.6527 - logcount_predictions_loss: 0.9189 1815/1816 [============================>.] - ETA: 0s - loss: 1506.5948 - logits_profile_predictions_loss: 1469.6547 - logcount_predictions_loss: 0.9189 1816/1816 [==============================] - ETA: 0s - loss: 1506.5967 - logits_profile_predictions_loss: 1469.6566 - logcount_predictions_loss: 0.9189 1816/1816 [==============================] - 886s 488ms/step - loss: 1506.5987 - logits_profile_predictions_loss: 1469.6586 - logcount_predictions_loss: 0.9189 - val_loss: 1669.7002 - val_logits_profile_predictions_loss: 1634.6030 - val_logcount_predictions_loss: 0.8731 Epoch 00014: val_loss did not improve from 1638.24023 Epoch 15/50 1/1816 [..............................] - ETA: 14:38 - loss: 1302.5201 - logits_profile_predictions_loss: 1268.6370 - logcount_predictions_loss: 0.8429 2/1816 [..............................] - ETA: 14:10 - loss: 1335.3587 - logits_profile_predictions_loss: 1301.9518 - logcount_predictions_loss: 0.8310 3/1816 [..............................] - ETA: 14:11 - loss: 1375.1620 - logits_profile_predictions_loss: 1340.4820 - logcount_predictions_loss: 0.8627 4/1816 [..............................] - ETA: 14:10 - loss: 1393.7985 - logits_profile_predictions_loss: 1357.8423 - logcount_predictions_loss: 0.8944 5/1816 [..............................] - ETA: 14:07 - loss: 1409.1893 - logits_profile_predictions_loss: 1372.7076 - logcount_predictions_loss: 0.9075 6/1816 [..............................] - ETA: 14:08 - loss: 1423.1522 - logits_profile_predictions_loss: 1386.4113 - logcount_predictions_loss: 0.9140 7/1816 [..............................] - ETA: 14:06 - loss: 1435.9767 - logits_profile_predictions_loss: 1398.9329 - logcount_predictions_loss: 0.9215 8/1816 [..............................] - ETA: 14:05 - loss: 1452.8689 - logits_profile_predictions_loss: 1415.2703 - logcount_predictions_loss: 0.9353 9/1816 [..............................] - ETA: 14:04 - loss: 1462.0366 - logits_profile_predictions_loss: 1424.1195 - logcount_predictions_loss: 0.9432 10/1816 [..............................] - ETA: 14:05 - loss: 1466.9919 - logits_profile_predictions_loss: 1428.9192 - logcount_predictions_loss: 0.9471 11/1816 [..............................] - ETA: 14:04 - loss: 1469.2201 - logits_profile_predictions_loss: 1431.0887 - logcount_predictions_loss: 0.9485 12/1816 [..............................] - ETA: 14:04 - loss: 1469.9583 - logits_profile_predictions_loss: 1431.7751 - logcount_predictions_loss: 0.9498 13/1816 [..............................] - ETA: 14:03 - loss: 1470.4455 - logits_profile_predictions_loss: 1432.2949 - logcount_predictions_loss: 0.9490 14/1816 [..............................] - ETA: 14:02 - loss: 1470.1379 - logits_profile_predictions_loss: 1432.0788 - logcount_predictions_loss: 0.9467 15/1816 [..............................] - ETA: 14:02 - loss: 1468.4358 - logits_profile_predictions_loss: 1430.4947 - logcount_predictions_loss: 0.9438 16/1816 [..............................] - ETA: 14:02 - loss: 1468.2332 - logits_profile_predictions_loss: 1430.3987 - logcount_predictions_loss: 0.9412 17/1816 [..............................] - ETA: 14:02 - loss: 1467.1092 - logits_profile_predictions_loss: 1429.3946 - logcount_predictions_loss: 0.9382 18/1816 [..............................] - ETA: 14:01 - loss: 1465.7732 - logits_profile_predictions_loss: 1428.1872 - logcount_predictions_loss: 0.9350 19/1816 [..............................] - ETA: 14:00 - loss: 1465.0242 - logits_profile_predictions_loss: 1427.5628 - logcount_predictions_loss: 0.9319 20/1816 [..............................] - ETA: 14:00 - loss: 1464.7550 - logits_profile_predictions_loss: 1427.4318 - logcount_predictions_loss: 0.9284 21/1816 [..............................] - ETA: 13:59 - loss: 1464.4691 - logits_profile_predictions_loss: 1427.2774 - logcount_predictions_loss: 0.9252 22/1816 [..............................] - ETA: 13:59 - loss: 1464.0596 - logits_profile_predictions_loss: 1426.9778 - logcount_predictions_loss: 0.9224 23/1816 [..............................] - ETA: 13:59 - loss: 1465.4278 - logits_profile_predictions_loss: 1428.4228 - logcount_predictions_loss: 0.9205 24/1816 [..............................] - ETA: 13:59 - loss: 1467.1612 - logits_profile_predictions_loss: 1430.2245 - logcount_predictions_loss: 0.9188 25/1816 [..............................] - ETA: 13:58 - loss: 1468.7319 - logits_profile_predictions_loss: 1431.8774 - logcount_predictions_loss: 0.9168 26/1816 [..............................] - ETA: 13:58 - loss: 1469.9674 - logits_profile_predictions_loss: 1433.1860 - logcount_predictions_loss: 0.9150 27/1816 [..............................] - ETA: 13:57 - loss: 1471.2725 - logits_profile_predictions_loss: 1434.5579 - logcount_predictions_loss: 0.9133 28/1816 [..............................] - ETA: 13:56 - loss: 1472.3298 - logits_profile_predictions_loss: 1435.6775 - logcount_predictions_loss: 0.9117 29/1816 [..............................] - ETA: 13:56 - loss: 1473.4546 - logits_profile_predictions_loss: 1436.8617 - logcount_predictions_loss: 0.9103 30/1816 [..............................] - ETA: 13:55 - loss: 1474.4782 - logits_profile_predictions_loss: 1437.9433 - logcount_predictions_loss: 0.9088 31/1816 [..............................] - ETA: 13:55 - loss: 1475.1489 - logits_profile_predictions_loss: 1438.6739 - logcount_predictions_loss: 0.9073 32/1816 [..............................] - ETA: 13:55 - loss: 1475.9203 - logits_profile_predictions_loss: 1439.4986 - logcount_predictions_loss: 0.9060 33/1816 [..............................] - ETA: 13:54 - loss: 1476.4580 - logits_profile_predictions_loss: 1440.0901 - logcount_predictions_loss: 0.9047 34/1816 [..............................] - ETA: 13:53 - loss: 1477.0870 - logits_profile_predictions_loss: 1440.7644 - logcount_predictions_loss: 0.9035 35/1816 [..............................] - ETA: 13:53 - loss: 1478.2225 - logits_profile_predictions_loss: 1441.9394 - logcount_predictions_loss: 0.9026 36/1816 [..............................] - ETA: 13:53 - loss: 1479.4657 - logits_profile_predictions_loss: 1443.2192 - logcount_predictions_loss: 0.9016 37/1816 [..............................] - ETA: 13:52 - loss: 1480.6801 - logits_profile_predictions_loss: 1444.4652 - logcount_predictions_loss: 0.9009 38/1816 [..............................] - ETA: 13:52 - loss: 1481.7998 - logits_profile_predictions_loss: 1445.6170 - logcount_predictions_loss: 0.9001 39/1816 [..............................] - ETA: 13:51 - loss: 1482.9140 - logits_profile_predictions_loss: 1446.7623 - logcount_predictions_loss: 0.8993 40/1816 [..............................] - ETA: 13:51 - loss: 1484.2765 - logits_profile_predictions_loss: 1448.1533 - logcount_predictions_loss: 0.8986 41/1816 [..............................] - ETA: 13:50 - loss: 1485.4256 - logits_profile_predictions_loss: 1449.3256 - logcount_predictions_loss: 0.8980 42/1816 [..............................] - ETA: 13:50 - loss: 1486.3232 - logits_profile_predictions_loss: 1450.2511 - logcount_predictions_loss: 0.8973 43/1816 [..............................] - ETA: 13:50 - loss: 1487.0242 - logits_profile_predictions_loss: 1450.9831 - logcount_predictions_loss: 0.8965 44/1816 [..............................] - ETA: 13:49 - loss: 1487.8314 - logits_profile_predictions_loss: 1451.8182 - logcount_predictions_loss: 0.8958 45/1816 [..............................] - ETA: 13:49 - loss: 1488.6452 - logits_profile_predictions_loss: 1452.6602 - logcount_predictions_loss: 0.8951 46/1816 [..............................] - ETA: 13:48 - loss: 1489.2518 - logits_profile_predictions_loss: 1453.2990 - logcount_predictions_loss: 0.8943 47/1816 [..............................] - ETA: 13:48 - loss: 1489.8153 - logits_profile_predictions_loss: 1453.8936 - logcount_predictions_loss: 0.8936 48/1816 [..............................] - ETA: 13:47 - loss: 1490.1851 - logits_profile_predictions_loss: 1454.2974 - logcount_predictions_loss: 0.8927 49/1816 [..............................] - ETA: 13:47 - loss: 1490.6741 - logits_profile_predictions_loss: 1454.8200 - logcount_predictions_loss: 0.8919 50/1816 [..............................] - ETA: 13:46 - loss: 1491.2462 - logits_profile_predictions_loss: 1455.4238 - logcount_predictions_loss: 0.8911 51/1816 [..............................] - ETA: 13:46 - loss: 1491.7097 - logits_profile_predictions_loss: 1455.9198 - logcount_predictions_loss: 0.8903 52/1816 [..............................] - ETA: 13:46 - loss: 1492.1466 - logits_profile_predictions_loss: 1456.3918 - logcount_predictions_loss: 0.8894 53/1816 [..............................] - ETA: 13:45 - loss: 1492.6094 - logits_profile_predictions_loss: 1456.8873 - logcount_predictions_loss: 0.8886 54/1816 [..............................] - ETA: 13:45 - loss: 1493.2208 - logits_profile_predictions_loss: 1457.5275 - logcount_predictions_loss: 0.8879 55/1816 [..............................] - ETA: 13:44 - loss: 1493.9713 - logits_profile_predictions_loss: 1458.3059 - logcount_predictions_loss: 0.8872 56/1816 [..............................] - ETA: 13:44 - loss: 1494.6625 - logits_profile_predictions_loss: 1459.0207 - logcount_predictions_loss: 0.8866 57/1816 [..............................] - ETA: 13:44 - loss: 1495.3423 - logits_profile_predictions_loss: 1459.7261 - logcount_predictions_loss: 0.8860 58/1816 [..............................] - ETA: 13:43 - loss: 1496.0007 - logits_profile_predictions_loss: 1460.4063 - logcount_predictions_loss: 0.8854 59/1816 [..............................] - ETA: 13:43 - loss: 1496.6418 - logits_profile_predictions_loss: 1461.0692 - logcount_predictions_loss: 0.8849 60/1816 [..............................] - ETA: 13:42 - loss: 1497.4003 - logits_profile_predictions_loss: 1461.8479 - logcount_predictions_loss: 0.8844 61/1816 [>.............................] - ETA: 13:42 - loss: 1498.1167 - logits_profile_predictions_loss: 1462.5850 - logcount_predictions_loss: 0.8839 62/1816 [>.............................] - ETA: 13:41 - loss: 1498.9715 - logits_profile_predictions_loss: 1463.4590 - logcount_predictions_loss: 0.8834 63/1816 [>.............................] - ETA: 13:41 - loss: 1499.6975 - logits_profile_predictions_loss: 1464.2046 - logcount_predictions_loss: 0.8829 64/1816 [>.............................] - ETA: 13:40 - loss: 1500.4599 - logits_profile_predictions_loss: 1464.9863 - logcount_predictions_loss: 0.8824 65/1816 [>.............................] - ETA: 13:40 - loss: 1501.1370 - logits_profile_predictions_loss: 1465.6807 - logcount_predictions_loss: 0.8820 66/1816 [>.............................] - ETA: 13:39 - loss: 1501.8677 - logits_profile_predictions_loss: 1466.4266 - logcount_predictions_loss: 0.8816 67/1816 [>.............................] - ETA: 13:39 - loss: 1502.5537 - logits_profile_predictions_loss: 1467.1284 - logcount_predictions_loss: 0.8812 68/1816 [>.............................] - ETA: 13:38 - loss: 1503.2198 - logits_profile_predictions_loss: 1467.8086 - logcount_predictions_loss: 0.8809 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[====>.........................] - ETA: 11:42 - loss: 1501.9707 - logits_profile_predictions_loss: 1467.3611 - logcount_predictions_loss: 0.8609 321/1816 [====>.........................] - ETA: 11:41 - loss: 1501.9267 - logits_profile_predictions_loss: 1467.3176 - logcount_predictions_loss: 0.8609 322/1816 [====>.........................] - ETA: 11:41 - loss: 1501.8826 - logits_profile_predictions_loss: 1467.2739 - logcount_predictions_loss: 0.8609 323/1816 [====>.........................] - ETA: 11:40 - loss: 1501.8395 - logits_profile_predictions_loss: 1467.2314 - logcount_predictions_loss: 0.8609 324/1816 [====>.........................] - ETA: 11:40 - loss: 1501.7972 - logits_profile_predictions_loss: 1467.1895 - logcount_predictions_loss: 0.8609 325/1816 [====>.........................] - ETA: 11:39 - loss: 1501.7523 - logits_profile_predictions_loss: 1467.1450 - logcount_predictions_loss: 0.8609 326/1816 [====>.........................] - ETA: 11:39 - loss: 1501.7050 - logits_profile_predictions_loss: 1467.0982 - logcount_predictions_loss: 0.8609 327/1816 [====>.........................] - ETA: 11:38 - loss: 1501.6554 - logits_profile_predictions_loss: 1467.0491 - logcount_predictions_loss: 0.8609 328/1816 [====>.........................] - ETA: 11:38 - loss: 1501.6060 - logits_profile_predictions_loss: 1467.0001 - logcount_predictions_loss: 0.8609 329/1816 [====>.........................] - ETA: 11:37 - loss: 1501.5542 - logits_profile_predictions_loss: 1466.9488 - logcount_predictions_loss: 0.8608 330/1816 [====>.........................] - ETA: 11:37 - loss: 1501.5010 - logits_profile_predictions_loss: 1466.8960 - logcount_predictions_loss: 0.8608 331/1816 [====>.........................] - ETA: 11:36 - loss: 1501.4466 - logits_profile_predictions_loss: 1466.8422 - logcount_predictions_loss: 0.8608 332/1816 [====>.........................] - ETA: 11:36 - loss: 1501.3918 - logits_profile_predictions_loss: 1466.7878 - logcount_predictions_loss: 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logcount_predictions_loss: 0.8471 1813/1816 [============================>.] - ETA: 1s - loss: 1469.6305 - logits_profile_predictions_loss: 1435.5761 - logcount_predictions_loss: 0.8471 1814/1816 [============================>.] - ETA: 0s - loss: 1469.6217 - logits_profile_predictions_loss: 1435.5675 - logcount_predictions_loss: 0.8471 1815/1816 [============================>.] - ETA: 0s - loss: 1469.6128 - logits_profile_predictions_loss: 1435.5587 - logcount_predictions_loss: 0.8471 1816/1816 [==============================] - ETA: 0s - loss: 1469.6039 - logits_profile_predictions_loss: 1435.5500 - logcount_predictions_loss: 0.8471 1816/1816 [==============================] - 883s 486ms/step - loss: 1469.5951 - logits_profile_predictions_loss: 1435.5413 - logcount_predictions_loss: 0.8471 - val_loss: 1616.7926 - val_logits_profile_predictions_loss: 1582.4661 - val_logcount_predictions_loss: 0.8539 Epoch 00015: val_loss improved from 1638.24023 to 1616.79260, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2/chrombpnet.h5 Epoch 16/50 1/1816 [..............................] - ETA: 15:37 - loss: 1684.3723 - logits_profile_predictions_loss: 1646.2292 - logcount_predictions_loss: 0.9488 2/1816 [..............................] - ETA: 14:03 - loss: 1700.6870 - logits_profile_predictions_loss: 1663.2916 - logcount_predictions_loss: 0.9302 3/1816 [..............................] - ETA: 14:02 - loss: 1698.0167 - logits_profile_predictions_loss: 1660.8007 - logcount_predictions_loss: 0.9258 4/1816 [..............................] - ETA: 14:03 - loss: 1685.8210 - logits_profile_predictions_loss: 1649.2873 - logcount_predictions_loss: 0.9088 5/1816 [..............................] - ETA: 14:04 - loss: 1679.5439 - logits_profile_predictions_loss: 1643.5838 - logcount_predictions_loss: 0.8945 6/1816 [..............................] - ETA: 14:04 - loss: 1666.8563 - logits_profile_predictions_loss: 1631.2591 - logcount_predictions_loss: 0.8855 7/1816 [..............................] - ETA: 14:03 - loss: 1647.0554 - logits_profile_predictions_loss: 1611.7209 - logcount_predictions_loss: 0.8790 8/1816 [..............................] - ETA: 14:03 - loss: 1629.5163 - logits_profile_predictions_loss: 1594.3570 - logcount_predictions_loss: 0.8746 9/1816 [..............................] - ETA: 14:03 - loss: 1615.3601 - logits_profile_predictions_loss: 1580.2747 - logcount_predictions_loss: 0.8728 10/1816 [..............................] - ETA: 14:04 - loss: 1603.5029 - logits_profile_predictions_loss: 1568.4143 - logcount_predictions_loss: 0.8729 11/1816 [..............................] - ETA: 14:02 - loss: 1597.4110 - logits_profile_predictions_loss: 1562.2945 - logcount_predictions_loss: 0.8735 12/1816 [..............................] - ETA: 14:02 - loss: 1589.5347 - logits_profile_predictions_loss: 1554.4527 - logcount_predictions_loss: 0.8727 13/1816 [..............................] - ETA: 14:01 - loss: 1583.8221 - logits_profile_predictions_loss: 1548.7771 - logcount_predictions_loss: 0.8718 14/1816 [..............................] - ETA: 14:01 - loss: 1577.3744 - logits_profile_predictions_loss: 1542.3318 - logcount_predictions_loss: 0.8717 15/1816 [..............................] - ETA: 14:00 - loss: 1573.9771 - logits_profile_predictions_loss: 1538.8973 - logcount_predictions_loss: 0.8726 16/1816 [..............................] - ETA: 14:00 - loss: 1570.1380 - logits_profile_predictions_loss: 1535.0435 - logcount_predictions_loss: 0.8730 17/1816 [..............................] - ETA: 13:59 - loss: 1567.5416 - logits_profile_predictions_loss: 1532.4484 - logcount_predictions_loss: 0.8730 18/1816 [..............................] - ETA: 13:59 - loss: 1565.1616 - logits_profile_predictions_loss: 1530.0771 - logcount_predictions_loss: 0.8728 19/1816 [..............................] - ETA: 13:59 - loss: 1563.0035 - logits_profile_predictions_loss: 1527.8992 - logcount_predictions_loss: 0.8732 20/1816 [..............................] - ETA: 13:58 - loss: 1559.7312 - logits_profile_predictions_loss: 1524.6097 - logcount_predictions_loss: 0.8737 21/1816 [..............................] - ETA: 13:58 - loss: 1556.7224 - logits_profile_predictions_loss: 1521.5974 - logcount_predictions_loss: 0.8738 22/1816 [..............................] - ETA: 13:58 - loss: 1553.7389 - logits_profile_predictions_loss: 1518.6255 - logcount_predictions_loss: 0.8735 23/1816 [..............................] - ETA: 13:58 - loss: 1551.6406 - logits_profile_predictions_loss: 1516.5318 - logcount_predictions_loss: 0.8734 24/1816 [..............................] - ETA: 13:57 - loss: 1548.9693 - logits_profile_predictions_loss: 1513.8851 - logcount_predictions_loss: 0.8727 25/1816 [..............................] - ETA: 13:57 - loss: 1546.0165 - logits_profile_predictions_loss: 1510.9679 - logcount_predictions_loss: 0.8719 26/1816 [..............................] - ETA: 13:56 - loss: 1543.0946 - logits_profile_predictions_loss: 1508.0849 - logcount_predictions_loss: 0.8709 27/1816 [..............................] - ETA: 13:56 - loss: 1540.4367 - logits_profile_predictions_loss: 1505.4562 - logcount_predictions_loss: 0.8702 28/1816 [..............................] - ETA: 13:56 - loss: 1538.3115 - logits_profile_predictions_loss: 1503.3587 - logcount_predictions_loss: 0.8695 29/1816 [..............................] - ETA: 13:55 - loss: 1536.3762 - logits_profile_predictions_loss: 1501.4543 - logcount_predictions_loss: 0.8687 30/1816 [..............................] - ETA: 13:54 - loss: 1534.7470 - logits_profile_predictions_loss: 1499.8576 - logcount_predictions_loss: 0.8679 31/1816 [..............................] - ETA: 13:54 - loss: 1532.9034 - logits_profile_predictions_loss: 1498.0409 - logcount_predictions_loss: 0.8672 32/1816 [..............................] - ETA: 13:54 - loss: 1530.8739 - logits_profile_predictions_loss: 1496.0290 - logcount_predictions_loss: 0.8668 33/1816 [..............................] - ETA: 13:53 - loss: 1528.8286 - logits_profile_predictions_loss: 1494.0083 - logcount_predictions_loss: 0.8662 34/1816 [..............................] - ETA: 13:53 - loss: 1526.7205 - logits_profile_predictions_loss: 1491.9278 - logcount_predictions_loss: 0.8655 35/1816 [..............................] - ETA: 13:52 - loss: 1524.5028 - logits_profile_predictions_loss: 1489.7397 - logcount_predictions_loss: 0.8648 36/1816 [..............................] - ETA: 13:52 - loss: 1522.3008 - logits_profile_predictions_loss: 1487.5608 - logcount_predictions_loss: 0.8642 37/1816 [..............................] - ETA: 13:52 - loss: 1520.0111 - logits_profile_predictions_loss: 1485.2961 - logcount_predictions_loss: 0.8636 38/1816 [..............................] - ETA: 13:51 - loss: 1517.8395 - logits_profile_predictions_loss: 1483.1459 - logcount_predictions_loss: 0.8630 39/1816 [..............................] - ETA: 13:51 - loss: 1515.9452 - logits_profile_predictions_loss: 1481.2787 - logcount_predictions_loss: 0.8624 40/1816 [..............................] - ETA: 13:50 - loss: 1514.0249 - logits_profile_predictions_loss: 1479.3871 - logcount_predictions_loss: 0.8616 41/1816 [..............................] - ETA: 13:50 - loss: 1512.4400 - logits_profile_predictions_loss: 1477.8262 - logcount_predictions_loss: 0.8610 42/1816 [..............................] - ETA: 13:49 - loss: 1510.9782 - logits_profile_predictions_loss: 1476.3892 - logcount_predictions_loss: 0.8604 43/1816 [..............................] - ETA: 13:49 - loss: 1509.3515 - logits_profile_predictions_loss: 1474.7911 - logcount_predictions_loss: 0.8597 44/1816 [..............................] - ETA: 13:49 - loss: 1507.8395 - logits_profile_predictions_loss: 1473.3085 - logcount_predictions_loss: 0.8590 45/1816 [..............................] - ETA: 13:48 - loss: 1506.5362 - logits_profile_predictions_loss: 1472.0322 - logcount_predictions_loss: 0.8583 46/1816 [..............................] - ETA: 13:48 - loss: 1505.4286 - logits_profile_predictions_loss: 1470.9463 - logcount_predictions_loss: 0.8578 47/1816 [..............................] - ETA: 13:47 - loss: 1504.4565 - logits_profile_predictions_loss: 1469.9905 - logcount_predictions_loss: 0.8574 48/1816 [..............................] - ETA: 13:47 - loss: 1503.4556 - logits_profile_predictions_loss: 1469.0034 - logcount_predictions_loss: 0.8570 49/1816 [..............................] - ETA: 13:46 - loss: 1502.4406 - logits_profile_predictions_loss: 1468.0057 - logcount_predictions_loss: 0.8566 50/1816 [..............................] - ETA: 13:46 - loss: 1501.5837 - logits_profile_predictions_loss: 1467.1689 - logcount_predictions_loss: 0.8561 51/1816 [..............................] - ETA: 13:46 - loss: 1500.6793 - logits_profile_predictions_loss: 1466.2860 - logcount_predictions_loss: 0.8556 52/1816 [..............................] - ETA: 13:45 - loss: 1499.8970 - logits_profile_predictions_loss: 1465.5229 - logcount_predictions_loss: 0.8551 53/1816 [..............................] - ETA: 13:45 - loss: 1499.1391 - logits_profile_predictions_loss: 1464.7793 - logcount_predictions_loss: 0.8547 54/1816 [..............................] - ETA: 13:44 - loss: 1498.4247 - logits_profile_predictions_loss: 1464.0758 - logcount_predictions_loss: 0.8545 55/1816 [..............................] - ETA: 13:44 - loss: 1497.6849 - logits_profile_predictions_loss: 1463.3468 - logcount_predictions_loss: 0.8542 56/1816 [..............................] - ETA: 13:44 - loss: 1496.8654 - logits_profile_predictions_loss: 1462.5409 - logcount_predictions_loss: 0.8538 57/1816 [..............................] - ETA: 13:43 - loss: 1496.1136 - logits_profile_predictions_loss: 1461.8000 - logcount_predictions_loss: 0.8536 58/1816 [..............................] - ETA: 13:43 - loss: 1495.3451 - logits_profile_predictions_loss: 1461.0428 - logcount_predictions_loss: 0.8533 59/1816 [..............................] - ETA: 13:42 - loss: 1494.6854 - logits_profile_predictions_loss: 1460.3923 - logcount_predictions_loss: 0.8531 60/1816 [..............................] - ETA: 13:42 - loss: 1494.0531 - logits_profile_predictions_loss: 1459.7677 - logcount_predictions_loss: 0.8529 61/1816 [>.............................] - ETA: 13:42 - loss: 1493.4084 - logits_profile_predictions_loss: 1459.1317 - logcount_predictions_loss: 0.8527 62/1816 [>.............................] - ETA: 13:41 - loss: 1492.8389 - logits_profile_predictions_loss: 1458.5720 - logcount_predictions_loss: 0.8524 63/1816 [>.............................] - ETA: 13:41 - loss: 1492.2723 - logits_profile_predictions_loss: 1458.0164 - logcount_predictions_loss: 0.8521 64/1816 [>.............................] - ETA: 13:40 - loss: 1491.6690 - logits_profile_predictions_loss: 1457.4241 - logcount_predictions_loss: 0.8519 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logits_profile_predictions_loss: 1453.2216 - logcount_predictions_loss: 0.8503 72/1816 [>.............................] - ETA: 13:37 - loss: 1486.7283 - logits_profile_predictions_loss: 1452.5600 - logcount_predictions_loss: 0.8500 73/1816 [>.............................] - ETA: 13:36 - loss: 1486.0989 - logits_profile_predictions_loss: 1451.9421 - logcount_predictions_loss: 0.8497 74/1816 [>.............................] - ETA: 13:36 - loss: 1485.4657 - logits_profile_predictions_loss: 1451.3212 - logcount_predictions_loss: 0.8494 75/1816 [>.............................] - ETA: 13:35 - loss: 1484.8941 - logits_profile_predictions_loss: 1450.7619 - logcount_predictions_loss: 0.8491 76/1816 [>.............................] - ETA: 13:35 - loss: 1484.3612 - logits_profile_predictions_loss: 1450.2417 - logcount_predictions_loss: 0.8487 77/1816 [>.............................] - ETA: 13:34 - loss: 1483.8218 - logits_profile_predictions_loss: 1449.7136 - logcount_predictions_loss: 0.8485 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logits_profile_predictions_loss: 1446.7621 - logcount_predictions_loss: 0.8468 85/1816 [>.............................] - ETA: 13:31 - loss: 1480.3904 - logits_profile_predictions_loss: 1446.3564 - logcount_predictions_loss: 0.8466 86/1816 [>.............................] - ETA: 13:30 - loss: 1479.9856 - logits_profile_predictions_loss: 1445.9594 - logcount_predictions_loss: 0.8464 87/1816 [>.............................] - ETA: 13:30 - loss: 1479.5771 - logits_profile_predictions_loss: 1445.5580 - logcount_predictions_loss: 0.8463 88/1816 [>.............................] - ETA: 13:29 - loss: 1479.2213 - logits_profile_predictions_loss: 1445.2100 - logcount_predictions_loss: 0.8461 89/1816 [>.............................] - ETA: 13:29 - loss: 1478.8725 - logits_profile_predictions_loss: 1444.8696 - logcount_predictions_loss: 0.8458 90/1816 [>.............................] - ETA: 13:28 - loss: 1478.5116 - logits_profile_predictions_loss: 1444.5172 - logcount_predictions_loss: 0.8456 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logits_profile_predictions_loss: 1442.1474 - logcount_predictions_loss: 0.8442 98/1816 [>.............................] - ETA: 13:25 - loss: 1475.7070 - logits_profile_predictions_loss: 1441.7801 - logcount_predictions_loss: 0.8440 99/1816 [>.............................] - ETA: 13:24 - loss: 1475.3843 - logits_profile_predictions_loss: 1441.4664 - logcount_predictions_loss: 0.8437 100/1816 [>.............................] - ETA: 13:24 - loss: 1475.0629 - logits_profile_predictions_loss: 1441.1510 - logcount_predictions_loss: 0.8436 101/1816 [>.............................] - ETA: 13:23 - loss: 1474.7184 - logits_profile_predictions_loss: 1440.8129 - logcount_predictions_loss: 0.8434 102/1816 [>.............................] - ETA: 13:23 - loss: 1474.3965 - logits_profile_predictions_loss: 1440.4971 - logcount_predictions_loss: 0.8433 103/1816 [>.............................] - ETA: 13:22 - loss: 1474.0960 - logits_profile_predictions_loss: 1440.2016 - logcount_predictions_loss: 0.8432 104/1816 [>.............................] - ETA: 13:22 - loss: 1473.7901 - logits_profile_predictions_loss: 1439.9002 - logcount_predictions_loss: 0.8430 105/1816 [>.............................] - ETA: 13:22 - loss: 1473.5401 - logits_profile_predictions_loss: 1439.6552 - logcount_predictions_loss: 0.8429 106/1816 [>.............................] - ETA: 13:21 - loss: 1473.3056 - logits_profile_predictions_loss: 1439.4247 - logcount_predictions_loss: 0.8428 107/1816 [>.............................] - ETA: 13:21 - loss: 1473.0662 - logits_profile_predictions_loss: 1439.1894 - logcount_predictions_loss: 0.8427 108/1816 [>.............................] - ETA: 13:20 - loss: 1472.8275 - logits_profile_predictions_loss: 1438.9544 - logcount_predictions_loss: 0.8426 109/1816 [>.............................] - ETA: 13:20 - loss: 1472.5625 - logits_profile_predictions_loss: 1438.6930 - logcount_predictions_loss: 0.8425 110/1816 [>.............................] - ETA: 13:19 - loss: 1472.3000 - logits_profile_predictions_loss: 1438.4348 - logcount_predictions_loss: 0.8424 111/1816 [>.............................] - ETA: 13:19 - loss: 1472.0348 - logits_profile_predictions_loss: 1438.1732 - logcount_predictions_loss: 0.8423 112/1816 [>.............................] - ETA: 13:18 - loss: 1471.7642 - logits_profile_predictions_loss: 1437.9063 - logcount_predictions_loss: 0.8422 113/1816 [>.............................] - ETA: 13:18 - loss: 1471.5016 - logits_profile_predictions_loss: 1437.6475 - logcount_predictions_loss: 0.8421 114/1816 [>.............................] - ETA: 13:17 - loss: 1471.2470 - logits_profile_predictions_loss: 1437.3964 - logcount_predictions_loss: 0.8421 115/1816 [>.............................] - ETA: 13:17 - loss: 1471.0219 - logits_profile_predictions_loss: 1437.1741 - logcount_predictions_loss: 0.8420 116/1816 [>.............................] - ETA: 13:16 - loss: 1470.8141 - logits_profile_predictions_loss: 1436.9697 - logcount_predictions_loss: 0.8419 117/1816 [>.............................] - ETA: 13:16 - loss: 1470.6199 - logits_profile_predictions_loss: 1436.7788 - logcount_predictions_loss: 0.8418 118/1816 [>.............................] - ETA: 13:16 - loss: 1470.4554 - logits_profile_predictions_loss: 1436.6175 - logcount_predictions_loss: 0.8417 119/1816 [>.............................] - ETA: 13:15 - loss: 1470.2905 - logits_profile_predictions_loss: 1436.4558 - logcount_predictions_loss: 0.8417 120/1816 [>.............................] - ETA: 13:15 - loss: 1470.1118 - logits_profile_predictions_loss: 1436.2804 - logcount_predictions_loss: 0.8416 121/1816 [>.............................] - ETA: 13:14 - loss: 1469.9338 - logits_profile_predictions_loss: 1436.1053 - logcount_predictions_loss: 0.8415 122/1816 [=>............................] - ETA: 13:14 - loss: 1469.7580 - logits_profile_predictions_loss: 1435.9326 - logcount_predictions_loss: 0.8414 123/1816 [=>............................] - ETA: 13:13 - loss: 1469.5817 - logits_profile_predictions_loss: 1435.7598 - logcount_predictions_loss: 0.8413 124/1816 [=>............................] - ETA: 13:13 - loss: 1469.4191 - logits_profile_predictions_loss: 1435.6010 - logcount_predictions_loss: 0.8413 125/1816 [=>............................] - ETA: 13:12 - loss: 1469.2599 - logits_profile_predictions_loss: 1435.4452 - logcount_predictions_loss: 0.8412 126/1816 [=>............................] - ETA: 13:12 - loss: 1469.1053 - logits_profile_predictions_loss: 1435.2933 - logcount_predictions_loss: 0.8411 127/1816 [=>............................] - ETA: 13:11 - loss: 1468.9561 - logits_profile_predictions_loss: 1435.1474 - logcount_predictions_loss: 0.8410 128/1816 [=>............................] - ETA: 13:11 - loss: 1468.7939 - logits_profile_predictions_loss: 1434.9885 - logcount_predictions_loss: 0.8409 129/1816 [=>............................] - ETA: 13:10 - loss: 1468.6080 - logits_profile_predictions_loss: 1434.8064 - 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ETA: 24s - loss: 1422.3363 - logits_profile_predictions_loss: 1389.4187 - logcount_predictions_loss: 0.8189 1764/1816 [============================>.] - ETA: 24s - loss: 1422.3314 - logits_profile_predictions_loss: 1389.4141 - logcount_predictions_loss: 0.8189 1765/1816 [============================>.] - ETA: 23s - loss: 1422.3266 - logits_profile_predictions_loss: 1389.4095 - logcount_predictions_loss: 0.8189 1766/1816 [============================>.] - ETA: 23s - loss: 1422.3217 - logits_profile_predictions_loss: 1389.4048 - logcount_predictions_loss: 0.8189 1767/1816 [============================>.] - ETA: 23s - loss: 1422.3168 - logits_profile_predictions_loss: 1389.4002 - logcount_predictions_loss: 0.8189 1768/1816 [============================>.] - ETA: 22s - loss: 1422.3121 - logits_profile_predictions_loss: 1389.3957 - logcount_predictions_loss: 0.8189 1769/1816 [============================>.] - ETA: 22s - loss: 1422.3073 - logits_profile_predictions_loss: 1389.3911 - 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logcount_predictions_loss: 0.8187  1796/1816 [============================>.] - ETA: 9s - loss: 1422.1865 - logits_profile_predictions_loss: 1389.2764 - logcount_predictions_loss: 0.8187 1797/1816 [============================>.] - ETA: 8s - loss: 1422.1822 - logits_profile_predictions_loss: 1389.2724 - logcount_predictions_loss: 0.8187 1798/1816 [============================>.] - ETA: 8s - loss: 1422.1778 - logits_profile_predictions_loss: 1389.2682 - logcount_predictions_loss: 0.8187 1799/1816 [============================>.] - ETA: 7s - loss: 1422.1734 - logits_profile_predictions_loss: 1389.2640 - logcount_predictions_loss: 0.8187 1800/1816 [============================>.] - ETA: 7s - loss: 1422.1690 - logits_profile_predictions_loss: 1389.2598 - logcount_predictions_loss: 0.8187 1801/1816 [============================>.] - ETA: 7s - loss: 1422.1646 - logits_profile_predictions_loss: 1389.2556 - logcount_predictions_loss: 0.8187 1802/1816 [============================>.] - ETA: 6s - loss: 1422.1602 - logits_profile_predictions_loss: 1389.2515 - logcount_predictions_loss: 0.8187 1803/1816 [============================>.] - ETA: 6s - loss: 1422.1557 - logits_profile_predictions_loss: 1389.2472 - logcount_predictions_loss: 0.8187 1804/1816 [============================>.] - ETA: 5s - loss: 1422.1510 - logits_profile_predictions_loss: 1389.2427 - logcount_predictions_loss: 0.8187 1805/1816 [============================>.] - ETA: 5s - loss: 1422.1465 - logits_profile_predictions_loss: 1389.2384 - logcount_predictions_loss: 0.8186 1806/1816 [============================>.] - ETA: 4s - loss: 1422.1421 - logits_profile_predictions_loss: 1389.2343 - logcount_predictions_loss: 0.8186 1807/1816 [============================>.] - ETA: 4s - loss: 1422.1377 - logits_profile_predictions_loss: 1389.2301 - logcount_predictions_loss: 0.8186 1808/1816 [============================>.] - ETA: 3s - loss: 1422.1333 - logits_profile_predictions_loss: 1389.2259 - logcount_predictions_loss: 0.8186 1809/1816 [============================>.] - ETA: 3s - loss: 1422.1288 - logits_profile_predictions_loss: 1389.2217 - logcount_predictions_loss: 0.8186 1810/1816 [============================>.] - ETA: 2s - loss: 1422.1244 - logits_profile_predictions_loss: 1389.2174 - logcount_predictions_loss: 0.8186 1811/1816 [============================>.] - ETA: 2s - loss: 1422.1200 - logits_profile_predictions_loss: 1389.2133 - logcount_predictions_loss: 0.8186 1812/1816 [============================>.] - ETA: 1s - loss: 1422.1157 - logits_profile_predictions_loss: 1389.2092 - logcount_predictions_loss: 0.8186 1813/1816 [============================>.] - ETA: 1s - loss: 1422.1114 - logits_profile_predictions_loss: 1389.2051 - logcount_predictions_loss: 0.8186 1814/1816 [============================>.] - ETA: 0s - loss: 1422.1073 - logits_profile_predictions_loss: 1389.2013 - logcount_predictions_loss: 0.8186 1815/1816 [============================>.] - ETA: 0s - loss: 1422.1032 - logits_profile_predictions_loss: 1389.1974 - logcount_predictions_loss: 0.8186 1816/1816 [==============================] - ETA: 0s - loss: 1422.0990 - logits_profile_predictions_loss: 1389.1934 - logcount_predictions_loss: 0.8186 1816/1816 [==============================] - 884s 487ms/step - loss: 1422.0948 - logits_profile_predictions_loss: 1389.1895 - logcount_predictions_loss: 0.8186 - val_loss: 1634.4056 - val_logits_profile_predictions_loss: 1598.3790 - val_logcount_predictions_loss: 0.8962 Epoch 00016: val_loss did not improve from 1616.79260 Epoch 17/50 1/1816 [..............................] - ETA: 15:39 - loss: 1607.5541 - logits_profile_predictions_loss: 1573.9395 - logcount_predictions_loss: 0.8362 2/1816 [..............................] - ETA: 14:07 - loss: 1581.3786 - logits_profile_predictions_loss: 1548.0402 - logcount_predictions_loss: 0.8293 3/1816 [..............................] - ETA: 14:05 - loss: 1545.9921 - logits_profile_predictions_loss: 1513.5359 - logcount_predictions_loss: 0.8074 4/1816 [..............................] - ETA: 14:05 - loss: 1503.7277 - logits_profile_predictions_loss: 1471.7024 - logcount_predictions_loss: 0.7966 5/1816 [..............................] - ETA: 14:06 - loss: 1482.5199 - logits_profile_predictions_loss: 1450.4280 - logcount_predictions_loss: 0.7983 6/1816 [..............................] - ETA: 14:05 - loss: 1460.8127 - logits_profile_predictions_loss: 1428.9495 - logcount_predictions_loss: 0.7926 7/1816 [..............................] - ETA: 14:05 - loss: 1443.8678 - logits_profile_predictions_loss: 1412.1346 - logcount_predictions_loss: 0.7894 8/1816 [..............................] - ETA: 14:05 - loss: 1429.2283 - logits_profile_predictions_loss: 1397.5387 - logcount_predictions_loss: 0.7883 9/1816 [..............................] - ETA: 14:04 - loss: 1417.5568 - logits_profile_predictions_loss: 1385.9217 - logcount_predictions_loss: 0.7869 10/1816 [..............................] - ETA: 14:04 - loss: 1410.8424 - logits_profile_predictions_loss: 1379.1777 - logcount_predictions_loss: 0.7877 11/1816 [..............................] - ETA: 14:03 - loss: 1406.0332 - logits_profile_predictions_loss: 1374.3853 - logcount_predictions_loss: 0.7873 12/1816 [..............................] - ETA: 14:02 - loss: 1404.0993 - logits_profile_predictions_loss: 1372.4692 - logcount_predictions_loss: 0.7868 13/1816 [..............................] - ETA: 14:02 - loss: 1402.2890 - logits_profile_predictions_loss: 1370.6909 - logcount_predictions_loss: 0.7860 14/1816 [..............................] - ETA: 14:01 - loss: 1400.6500 - logits_profile_predictions_loss: 1369.0999 - logcount_predictions_loss: 0.7848 15/1816 [..............................] - ETA: 14:01 - loss: 1398.8115 - logits_profile_predictions_loss: 1367.3255 - logcount_predictions_loss: 0.7832 16/1816 [..............................] - ETA: 14:00 - loss: 1396.8224 - logits_profile_predictions_loss: 1365.4070 - logcount_predictions_loss: 0.7815 17/1816 [..............................] - ETA: 14:00 - loss: 1395.0637 - logits_profile_predictions_loss: 1363.6875 - logcount_predictions_loss: 0.7805 18/1816 [..............................] - ETA: 14:00 - loss: 1393.5803 - logits_profile_predictions_loss: 1362.2205 - logcount_predictions_loss: 0.7801 19/1816 [..............................] - ETA: 14:00 - loss: 1393.1891 - logits_profile_predictions_loss: 1361.8547 - logcount_predictions_loss: 0.7795 20/1816 [..............................] - ETA: 14:00 - loss: 1393.4090 - logits_profile_predictions_loss: 1362.1089 - logcount_predictions_loss: 0.7786 21/1816 [..............................] - ETA: 13:59 - loss: 1393.4913 - logits_profile_predictions_loss: 1362.2268 - logcount_predictions_loss: 0.7777 22/1816 [..............................] - ETA: 13:59 - loss: 1393.6059 - logits_profile_predictions_loss: 1362.3701 - logcount_predictions_loss: 0.7770 23/1816 [..............................] - ETA: 13:58 - loss: 1394.3033 - logits_profile_predictions_loss: 1363.0992 - logcount_predictions_loss: 0.7762 24/1816 [..............................] - ETA: 13:58 - loss: 1394.9301 - logits_profile_predictions_loss: 1363.7732 - logcount_predictions_loss: 0.7750 25/1816 [..............................] - ETA: 13:58 - loss: 1395.5386 - logits_profile_predictions_loss: 1364.4427 - logcount_predictions_loss: 0.7735 26/1816 [..............................] - ETA: 13:57 - loss: 1396.0538 - logits_profile_predictions_loss: 1365.0138 - logcount_predictions_loss: 0.7721 27/1816 [..............................] - ETA: 13:57 - loss: 1396.5363 - logits_profile_predictions_loss: 1365.5449 - logcount_predictions_loss: 0.7709 28/1816 [..............................] - ETA: 13:57 - loss: 1396.9989 - logits_profile_predictions_loss: 1366.0470 - logcount_predictions_loss: 0.7699 29/1816 [..............................] - ETA: 13:56 - loss: 1397.3593 - logits_profile_predictions_loss: 1366.4465 - logcount_predictions_loss: 0.7690 30/1816 [..............................] - ETA: 13:56 - loss: 1397.5460 - logits_profile_predictions_loss: 1366.6730 - logcount_predictions_loss: 0.7680 31/1816 [..............................] - ETA: 13:55 - loss: 1397.5209 - logits_profile_predictions_loss: 1366.6830 - logcount_predictions_loss: 0.7671 32/1816 [..............................] - ETA: 13:55 - loss: 1397.5577 - logits_profile_predictions_loss: 1366.7479 - logcount_predictions_loss: 0.7664 33/1816 [..............................] - ETA: 13:54 - loss: 1397.5603 - logits_profile_predictions_loss: 1366.7772 - logcount_predictions_loss: 0.7657 34/1816 [..............................] - ETA: 13:54 - loss: 1397.6044 - logits_profile_predictions_loss: 1366.8458 - logcount_predictions_loss: 0.7651 35/1816 [..............................] - ETA: 13:53 - loss: 1397.8649 - logits_profile_predictions_loss: 1367.1304 - logcount_predictions_loss: 0.7645 36/1816 [..............................] - ETA: 13:53 - loss: 1397.9291 - logits_profile_predictions_loss: 1367.2190 - logcount_predictions_loss: 0.7639 37/1816 [..............................] - ETA: 13:52 - loss: 1397.9633 - logits_profile_predictions_loss: 1367.2789 - logcount_predictions_loss: 0.7633 38/1816 [..............................] - ETA: 13:52 - loss: 1398.2951 - logits_profile_predictions_loss: 1367.6318 - logcount_predictions_loss: 0.7628 39/1816 [..............................] - ETA: 13:52 - loss: 1398.4597 - logits_profile_predictions_loss: 1367.8146 - logcount_predictions_loss: 0.7623 40/1816 [..............................] - ETA: 13:51 - loss: 1398.6157 - logits_profile_predictions_loss: 1367.9856 - logcount_predictions_loss: 0.7619 41/1816 [..............................] - ETA: 13:51 - loss: 1399.0808 - logits_profile_predictions_loss: 1368.4591 - logcount_predictions_loss: 0.7617 42/1816 [..............................] - ETA: 13:50 - loss: 1399.5096 - logits_profile_predictions_loss: 1368.8909 - logcount_predictions_loss: 0.7617 43/1816 [..............................] - ETA: 13:50 - loss: 1399.8920 - logits_profile_predictions_loss: 1369.2734 - logcount_predictions_loss: 0.7617 44/1816 [..............................] - ETA: 13:49 - loss: 1400.1474 - logits_profile_predictions_loss: 1369.5290 - logcount_predictions_loss: 0.7617 45/1816 [..............................] - ETA: 13:49 - loss: 1400.2532 - logits_profile_predictions_loss: 1369.6297 - logcount_predictions_loss: 0.7618 46/1816 [..............................] - ETA: 13:49 - loss: 1400.3166 - logits_profile_predictions_loss: 1369.6892 - logcount_predictions_loss: 0.7619 47/1816 [..............................] - ETA: 13:49 - loss: 1400.1764 - logits_profile_predictions_loss: 1369.5446 - logcount_predictions_loss: 0.7620 48/1816 [..............................] - ETA: 13:48 - loss: 1400.0258 - logits_profile_predictions_loss: 1369.3903 - logcount_predictions_loss: 0.7621 49/1816 [..............................] - ETA: 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13:36 - loss: 1402.8336 - logits_profile_predictions_loss: 1371.9623 - logcount_predictions_loss: 0.7679 76/1816 [>.............................] - ETA: 13:36 - loss: 1402.9008 - logits_profile_predictions_loss: 1372.0166 - logcount_predictions_loss: 0.7683 77/1816 [>.............................] - ETA: 13:35 - loss: 1403.0031 - logits_profile_predictions_loss: 1372.1063 - logcount_predictions_loss: 0.7686 78/1816 [>.............................] - ETA: 13:35 - loss: 1403.0524 - logits_profile_predictions_loss: 1372.1431 - logcount_predictions_loss: 0.7689 79/1816 [>.............................] - ETA: 13:34 - loss: 1403.1264 - logits_profile_predictions_loss: 1372.2039 - logcount_predictions_loss: 0.7692 80/1816 [>.............................] - ETA: 13:34 - loss: 1403.1456 - logits_profile_predictions_loss: 1372.2107 - logcount_predictions_loss: 0.7695 81/1816 [>.............................] - ETA: 13:33 - loss: 1403.1160 - logits_profile_predictions_loss: 1372.1685 - 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13:30 - loss: 1402.7765 - logits_profile_predictions_loss: 1371.7764 - logcount_predictions_loss: 0.7711 89/1816 [>.............................] - ETA: 13:30 - loss: 1402.7855 - logits_profile_predictions_loss: 1371.7785 - logcount_predictions_loss: 0.7713 90/1816 [>.............................] - ETA: 13:29 - loss: 1402.7843 - logits_profile_predictions_loss: 1371.7710 - logcount_predictions_loss: 0.7715 91/1816 [>.............................] - ETA: 13:29 - loss: 1402.7673 - logits_profile_predictions_loss: 1371.7465 - logcount_predictions_loss: 0.7717 92/1816 [>.............................] - ETA: 13:28 - loss: 1402.7678 - logits_profile_predictions_loss: 1371.7387 - logcount_predictions_loss: 0.7719 93/1816 [>.............................] - ETA: 13:28 - loss: 1402.7537 - logits_profile_predictions_loss: 1371.7157 - logcount_predictions_loss: 0.7721 94/1816 [>.............................] - ETA: 13:28 - loss: 1402.7299 - logits_profile_predictions_loss: 1371.6825 - logcount_predictions_loss: 0.7723 95/1816 [>.............................] - ETA: 13:27 - loss: 1402.7080 - logits_profile_predictions_loss: 1371.6517 - logcount_predictions_loss: 0.7725 96/1816 [>.............................] - ETA: 13:27 - loss: 1402.6986 - logits_profile_predictions_loss: 1371.6311 - logcount_predictions_loss: 0.7728 97/1816 [>.............................] - ETA: 13:26 - loss: 1402.6769 - logits_profile_predictions_loss: 1371.5983 - logcount_predictions_loss: 0.7731 98/1816 [>.............................] - ETA: 13:26 - loss: 1402.6810 - logits_profile_predictions_loss: 1371.5919 - logcount_predictions_loss: 0.7734 99/1816 [>.............................] - ETA: 13:25 - loss: 1402.6906 - logits_profile_predictions_loss: 1371.5914 - logcount_predictions_loss: 0.7736 100/1816 [>.............................] - ETA: 13:25 - loss: 1402.6933 - logits_profile_predictions_loss: 1371.5839 - logcount_predictions_loss: 0.7739 101/1816 [>.............................] - ETA: 13:24 - loss: 1402.6944 - logits_profile_predictions_loss: 1371.5756 - logcount_predictions_loss: 0.7741 102/1816 [>.............................] - ETA: 13:24 - loss: 1402.7135 - logits_profile_predictions_loss: 1371.5844 - logcount_predictions_loss: 0.7744 103/1816 [>.............................] - ETA: 13:23 - loss: 1402.7487 - logits_profile_predictions_loss: 1371.6095 - logcount_predictions_loss: 0.7746 104/1816 [>.............................] - ETA: 13:23 - loss: 1402.7946 - logits_profile_predictions_loss: 1371.6450 - logcount_predictions_loss: 0.7749 105/1816 [>.............................] - ETA: 13:22 - loss: 1402.8125 - logits_profile_predictions_loss: 1371.6532 - logcount_predictions_loss: 0.7751 106/1816 [>.............................] - ETA: 13:22 - loss: 1402.8426 - logits_profile_predictions_loss: 1371.6742 - logcount_predictions_loss: 0.7753 107/1816 [>.............................] - ETA: 13:21 - loss: 1402.8651 - logits_profile_predictions_loss: 1371.6875 - 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- ETA: 13:18 - loss: 1403.1500 - logits_profile_predictions_loss: 1371.9151 - logcount_predictions_loss: 0.7770 115/1816 [>.............................] - ETA: 13:18 - loss: 1403.1882 - logits_profile_predictions_loss: 1371.9464 - logcount_predictions_loss: 0.7772 116/1816 [>.............................] - ETA: 13:17 - loss: 1403.2263 - logits_profile_predictions_loss: 1371.9779 - logcount_predictions_loss: 0.7773 117/1816 [>.............................] - ETA: 13:17 - loss: 1403.2726 - logits_profile_predictions_loss: 1372.0171 - logcount_predictions_loss: 0.7775 118/1816 [>.............................] - ETA: 13:16 - loss: 1403.2992 - logits_profile_predictions_loss: 1372.0363 - logcount_predictions_loss: 0.7777 119/1816 [>.............................] - ETA: 13:16 - loss: 1403.3072 - logits_profile_predictions_loss: 1372.0378 - logcount_predictions_loss: 0.7778 120/1816 [>.............................] - ETA: 13:15 - loss: 1403.3131 - logits_profile_predictions_loss: 1372.0371 - logcount_predictions_loss: 0.7780 121/1816 [>.............................] - ETA: 13:15 - loss: 1403.3037 - logits_profile_predictions_loss: 1372.0218 - logcount_predictions_loss: 0.7782 122/1816 [=>............................] - ETA: 13:15 - loss: 1403.2747 - logits_profile_predictions_loss: 1371.9879 - logcount_predictions_loss: 0.7783 123/1816 [=>............................] - ETA: 13:14 - loss: 1403.2253 - logits_profile_predictions_loss: 1371.9340 - logcount_predictions_loss: 0.7784 124/1816 [=>............................] - ETA: 13:14 - loss: 1403.1906 - logits_profile_predictions_loss: 1371.8943 - logcount_predictions_loss: 0.7785 125/1816 [=>............................] - ETA: 13:13 - loss: 1403.1460 - logits_profile_predictions_loss: 1371.8449 - logcount_predictions_loss: 0.7786 126/1816 [=>............................] - ETA: 13:13 - loss: 1403.0796 - logits_profile_predictions_loss: 1371.7740 - logcount_predictions_loss: 0.7787 127/1816 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logits_profile_predictions_loss: 1367.4090 - logcount_predictions_loss: 0.7883 314/1816 [====>.........................] - ETA: 11:46 - loss: 1399.0759 - logits_profile_predictions_loss: 1367.3878 - logcount_predictions_loss: 0.7883 315/1816 [====>.........................] - ETA: 11:46 - loss: 1399.0576 - logits_profile_predictions_loss: 1367.3690 - logcount_predictions_loss: 0.7883 316/1816 [====>.........................] - ETA: 11:45 - loss: 1399.0390 - logits_profile_predictions_loss: 1367.3498 - logcount_predictions_loss: 0.7883 317/1816 [====>.........................] - ETA: 11:45 - loss: 1399.0203 - logits_profile_predictions_loss: 1367.3305 - logcount_predictions_loss: 0.7883 318/1816 [====>.........................] - ETA: 11:44 - loss: 1398.9994 - logits_profile_predictions_loss: 1367.3091 - logcount_predictions_loss: 0.7883 319/1816 [====>.........................] - ETA: 11:44 - loss: 1398.9781 - logits_profile_predictions_loss: 1367.2874 - logcount_predictions_loss: 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logcount_predictions_loss: 0.7923 1806/1816 [============================>.] - ETA: 4s - loss: 1395.0989 - logits_profile_predictions_loss: 1363.2462 - logcount_predictions_loss: 0.7923 1807/1816 [============================>.] - ETA: 4s - loss: 1395.1005 - logits_profile_predictions_loss: 1363.2477 - logcount_predictions_loss: 0.7923 1808/1816 [============================>.] - ETA: 3s - loss: 1395.1021 - logits_profile_predictions_loss: 1363.2492 - logcount_predictions_loss: 0.7923 1809/1816 [============================>.] - ETA: 3s - loss: 1395.1037 - logits_profile_predictions_loss: 1363.2507 - logcount_predictions_loss: 0.7923 1810/1816 [============================>.] - ETA: 2s - loss: 1395.1053 - logits_profile_predictions_loss: 1363.2523 - logcount_predictions_loss: 0.7924 1811/1816 [============================>.] - ETA: 2s - loss: 1395.1070 - logits_profile_predictions_loss: 1363.2539 - logcount_predictions_loss: 0.7924 1812/1816 [============================>.] - ETA: 1s - loss: 1395.1086 - logits_profile_predictions_loss: 1363.2554 - logcount_predictions_loss: 0.7924 1813/1816 [============================>.] - ETA: 1s - loss: 1395.1102 - logits_profile_predictions_loss: 1363.2568 - logcount_predictions_loss: 0.7924 1814/1816 [============================>.] - ETA: 0s - loss: 1395.1117 - logits_profile_predictions_loss: 1363.2583 - logcount_predictions_loss: 0.7924 1815/1816 [============================>.] - ETA: 0s - loss: 1395.1132 - logits_profile_predictions_loss: 1363.2597 - logcount_predictions_loss: 0.7924 1816/1816 [==============================] - ETA: 0s - loss: 1395.1148 - logits_profile_predictions_loss: 1363.2612 - logcount_predictions_loss: 0.7924 1816/1816 [==============================] - 886s 488ms/step - loss: 1395.1163 - logits_profile_predictions_loss: 1363.2626 - logcount_predictions_loss: 0.7924 - val_loss: 1648.6664 - val_logits_profile_predictions_loss: 1614.2994 - val_logcount_predictions_loss: 0.8549 Epoch 00017: val_loss did not improve from 1616.79260 Epoch 18/50 1/1816 [..............................] - ETA: 15:14 - loss: 1511.3921 - logits_profile_predictions_loss: 1492.5026 - logcount_predictions_loss: 0.4699 2/1816 [..............................] - ETA: 14:09 - loss: 1457.2760 - logits_profile_predictions_loss: 1434.7133 - logcount_predictions_loss: 0.5613 3/1816 [..............................] - ETA: 14:07 - loss: 1437.9588 - logits_profile_predictions_loss: 1412.9604 - logcount_predictions_loss: 0.6219 4/1816 [..............................] - ETA: 14:04 - loss: 1433.1093 - logits_profile_predictions_loss: 1407.2223 - logcount_predictions_loss: 0.6440 5/1816 [..............................] - ETA: 14:05 - loss: 1420.8580 - logits_profile_predictions_loss: 1393.8350 - logcount_predictions_loss: 0.6722 6/1816 [..............................] - ETA: 14:06 - loss: 1410.6085 - logits_profile_predictions_loss: 1382.8725 - logcount_predictions_loss: 0.6899 7/1816 [..............................] - ETA: 14:07 - loss: 1408.7848 - logits_profile_predictions_loss: 1380.6044 - logcount_predictions_loss: 0.7010 8/1816 [..............................] - ETA: 14:07 - loss: 1414.0873 - logits_profile_predictions_loss: 1385.5200 - logcount_predictions_loss: 0.7106 9/1816 [..............................] - ETA: 14:06 - loss: 1416.1893 - logits_profile_predictions_loss: 1387.2834 - logcount_predictions_loss: 0.7191 10/1816 [..............................] - ETA: 14:05 - loss: 1416.9880 - logits_profile_predictions_loss: 1387.8195 - logcount_predictions_loss: 0.7256 11/1816 [..............................] - ETA: 14:05 - loss: 1420.9948 - logits_profile_predictions_loss: 1391.5329 - logcount_predictions_loss: 0.7329 12/1816 [..............................] - ETA: 14:06 - loss: 1422.8946 - logits_profile_predictions_loss: 1393.2317 - logcount_predictions_loss: 0.7379 13/1816 [..............................] - ETA: 14:05 - loss: 1425.1521 - logits_profile_predictions_loss: 1395.3241 - logcount_predictions_loss: 0.7420 14/1816 [..............................] - ETA: 14:04 - loss: 1426.1925 - logits_profile_predictions_loss: 1396.1885 - logcount_predictions_loss: 0.7464 15/1816 [..............................] - ETA: 14:04 - loss: 1425.9100 - logits_profile_predictions_loss: 1395.7439 - logcount_predictions_loss: 0.7504 16/1816 [..............................] - ETA: 14:03 - loss: 1426.2001 - logits_profile_predictions_loss: 1395.8398 - logcount_predictions_loss: 0.7552 17/1816 [..............................] - ETA: 14:03 - loss: 1425.7096 - logits_profile_predictions_loss: 1395.1834 - logcount_predictions_loss: 0.7594 18/1816 [..............................] - ETA: 14:02 - loss: 1424.6273 - logits_profile_predictions_loss: 1393.9791 - logcount_predictions_loss: 0.7624 19/1816 [..............................] - ETA: 14:02 - loss: 1423.6963 - logits_profile_predictions_loss: 1392.9553 - logcount_predictions_loss: 0.7647 20/1816 [..............................] - ETA: 14:01 - loss: 1422.2248 - logits_profile_predictions_loss: 1391.4207 - logcount_predictions_loss: 0.7663 21/1816 [..............................] - ETA: 14:01 - loss: 1420.0133 - logits_profile_predictions_loss: 1389.1588 - logcount_predictions_loss: 0.7675 22/1816 [..............................] - ETA: 14:00 - loss: 1417.2549 - logits_profile_predictions_loss: 1386.3692 - logcount_predictions_loss: 0.7683 23/1816 [..............................] - ETA: 14:00 - loss: 1414.6353 - logits_profile_predictions_loss: 1383.7059 - logcount_predictions_loss: 0.7694 24/1816 [..............................] - ETA: 13:59 - loss: 1412.4123 - logits_profile_predictions_loss: 1381.4463 - logcount_predictions_loss: 0.7703 25/1816 [..............................] - ETA: 13:59 - loss: 1410.2630 - logits_profile_predictions_loss: 1379.2561 - logcount_predictions_loss: 0.7713 26/1816 [..............................] - ETA: 13:59 - loss: 1408.4604 - logits_profile_predictions_loss: 1377.4131 - logcount_predictions_loss: 0.7723 27/1816 [..............................] - ETA: 13:58 - loss: 1406.7949 - logits_profile_predictions_loss: 1375.6890 - logcount_predictions_loss: 0.7738 28/1816 [..............................] - ETA: 13:58 - loss: 1405.1276 - logits_profile_predictions_loss: 1373.9533 - logcount_predictions_loss: 0.7755 29/1816 [..............................] - ETA: 13:58 - loss: 1403.9641 - logits_profile_predictions_loss: 1372.7261 - logcount_predictions_loss: 0.7771 30/1816 [..............................] - ETA: 13:58 - loss: 1403.3685 - logits_profile_predictions_loss: 1372.0599 - logcount_predictions_loss: 0.7788 31/1816 [..............................] - ETA: 13:57 - loss: 1403.0356 - logits_profile_predictions_loss: 1371.6603 - logcount_predictions_loss: 0.7805 32/1816 [..............................] - ETA: 13:57 - loss: 1403.0094 - logits_profile_predictions_loss: 1371.5756 - logcount_predictions_loss: 0.7819 33/1816 [..............................] - ETA: 13:56 - loss: 1402.9953 - logits_profile_predictions_loss: 1371.5096 - logcount_predictions_loss: 0.7832 34/1816 [..............................] - ETA: 13:56 - loss: 1402.8101 - logits_profile_predictions_loss: 1371.2829 - logcount_predictions_loss: 0.7843 35/1816 [..............................] - ETA: 13:55 - loss: 1402.4621 - logits_profile_predictions_loss: 1370.8946 - logcount_predictions_loss: 0.7853 36/1816 [..............................] - ETA: 13:55 - loss: 1402.0459 - logits_profile_predictions_loss: 1370.4443 - logcount_predictions_loss: 0.7861 37/1816 [..............................] - ETA: 13:54 - loss: 1401.7332 - logits_profile_predictions_loss: 1370.1031 - logcount_predictions_loss: 0.7868 38/1816 [..............................] - ETA: 13:54 - loss: 1401.5274 - logits_profile_predictions_loss: 1369.8669 - logcount_predictions_loss: 0.7876 39/1816 [..............................] - ETA: 13:53 - loss: 1401.2665 - logits_profile_predictions_loss: 1369.5766 - logcount_predictions_loss: 0.7883 40/1816 [..............................] - ETA: 13:53 - loss: 1401.0092 - logits_profile_predictions_loss: 1369.2897 - logcount_predictions_loss: 0.7890 41/1816 [..............................] - ETA: 13:53 - loss: 1400.6549 - logits_profile_predictions_loss: 1368.9106 - logcount_predictions_loss: 0.7897 42/1816 [..............................] - ETA: 13:52 - loss: 1400.4613 - logits_profile_predictions_loss: 1368.6931 - logcount_predictions_loss: 0.7903 43/1816 [..............................] - ETA: 13:52 - loss: 1400.4493 - logits_profile_predictions_loss: 1368.6534 - logcount_predictions_loss: 0.7909 44/1816 [..............................] - ETA: 13:51 - loss: 1400.3456 - logits_profile_predictions_loss: 1368.5228 - logcount_predictions_loss: 0.7916 45/1816 [..............................] - ETA: 13:51 - loss: 1400.2551 - logits_profile_predictions_loss: 1368.4091 - logcount_predictions_loss: 0.7922 46/1816 [..............................] - ETA: 13:50 - loss: 1400.2111 - logits_profile_predictions_loss: 1368.3453 - logcount_predictions_loss: 0.7927 47/1816 [..............................] - ETA: 13:50 - loss: 1400.0930 - logits_profile_predictions_loss: 1368.2081 - logcount_predictions_loss: 0.7932 48/1816 [..............................] - ETA: 13:49 - loss: 1400.0594 - logits_profile_predictions_loss: 1368.1571 - logcount_predictions_loss: 0.7936 49/1816 [..............................] - ETA: 13:49 - loss: 1400.0207 - logits_profile_predictions_loss: 1368.1020 - logcount_predictions_loss: 0.7940 50/1816 [..............................] - ETA: 13:49 - loss: 1399.9916 - logits_profile_predictions_loss: 1368.0580 - logcount_predictions_loss: 0.7944 51/1816 [..............................] - ETA: 13:48 - loss: 1399.9791 - logits_profile_predictions_loss: 1368.0316 - logcount_predictions_loss: 0.7947 52/1816 [..............................] - ETA: 13:48 - loss: 1399.9719 - logits_profile_predictions_loss: 1368.0121 - logcount_predictions_loss: 0.7950 53/1816 [..............................] - ETA: 13:47 - loss: 1400.0247 - logits_profile_predictions_loss: 1368.0529 - logcount_predictions_loss: 0.7953 54/1816 [..............................] - ETA: 13:47 - loss: 1400.0446 - logits_profile_predictions_loss: 1368.0613 - logcount_predictions_loss: 0.7956 55/1816 [..............................] - ETA: 13:47 - loss: 1400.0324 - logits_profile_predictions_loss: 1368.0368 - logcount_predictions_loss: 0.7959 56/1816 [..............................] - ETA: 13:46 - loss: 1400.0565 - logits_profile_predictions_loss: 1368.0500 - logcount_predictions_loss: 0.7962 57/1816 [..............................] - ETA: 13:46 - loss: 1400.0742 - logits_profile_predictions_loss: 1368.0556 - logcount_predictions_loss: 0.7965 58/1816 [..............................] - ETA: 13:45 - loss: 1400.1047 - logits_profile_predictions_loss: 1368.0758 - logcount_predictions_loss: 0.7967 59/1816 [..............................] - ETA: 13:45 - loss: 1400.1452 - logits_profile_predictions_loss: 1368.1073 - logcount_predictions_loss: 0.7970 60/1816 [..............................] - ETA: 13:45 - loss: 1400.1605 - logits_profile_predictions_loss: 1368.1156 - logcount_predictions_loss: 0.7971 61/1816 [>.............................] - ETA: 13:44 - loss: 1400.2184 - logits_profile_predictions_loss: 1368.1696 - logcount_predictions_loss: 0.7972 62/1816 [>.............................] - ETA: 13:44 - loss: 1400.2764 - logits_profile_predictions_loss: 1368.2259 - logcount_predictions_loss: 0.7973 63/1816 [>.............................] - ETA: 13:43 - loss: 1400.3682 - logits_profile_predictions_loss: 1368.3153 - logcount_predictions_loss: 0.7973 64/1816 [>.............................] - ETA: 13:43 - loss: 1400.5770 - logits_profile_predictions_loss: 1368.5233 - logcount_predictions_loss: 0.7974 65/1816 [>.............................] - ETA: 13:42 - loss: 1400.8258 - logits_profile_predictions_loss: 1368.7704 - logcount_predictions_loss: 0.7974 66/1816 [>.............................] - ETA: 13:42 - loss: 1401.1859 - logits_profile_predictions_loss: 1369.1277 - logcount_predictions_loss: 0.7975 67/1816 [>.............................] - ETA: 13:42 - loss: 1401.5411 - logits_profile_predictions_loss: 1369.4814 - logcount_predictions_loss: 0.7975 68/1816 [>.............................] - ETA: 13:41 - loss: 1401.7992 - logits_profile_predictions_loss: 1369.7403 - logcount_predictions_loss: 0.7975 69/1816 [>.............................] - ETA: 13:41 - loss: 1402.0191 - logits_profile_predictions_loss: 1369.9610 - logcount_predictions_loss: 0.7975 70/1816 [>.............................] - ETA: 13:40 - loss: 1402.2684 - logits_profile_predictions_loss: 1370.2120 - logcount_predictions_loss: 0.7974 71/1816 [>.............................] - ETA: 13:40 - loss: 1402.4982 - logits_profile_predictions_loss: 1370.4437 - logcount_predictions_loss: 0.7974 72/1816 [>.............................] - ETA: 13:40 - loss: 1402.7274 - logits_profile_predictions_loss: 1370.6761 - logcount_predictions_loss: 0.7973 73/1816 [>.............................] - ETA: 13:39 - loss: 1402.9291 - logits_profile_predictions_loss: 1370.8812 - logcount_predictions_loss: 0.7972 74/1816 [>.............................] - ETA: 13:39 - loss: 1403.1676 - logits_profile_predictions_loss: 1371.1230 - logcount_predictions_loss: 0.7971 75/1816 [>.............................] - ETA: 13:38 - loss: 1403.3609 - logits_profile_predictions_loss: 1371.3204 - logcount_predictions_loss: 0.7970 76/1816 [>.............................] - ETA: 13:38 - loss: 1403.5378 - logits_profile_predictions_loss: 1371.5011 - logcount_predictions_loss: 0.7969 77/1816 [>.............................] - ETA: 13:37 - loss: 1403.6779 - logits_profile_predictions_loss: 1371.6456 - logcount_predictions_loss: 0.7968 78/1816 [>.............................] - ETA: 13:37 - loss: 1403.7770 - logits_profile_predictions_loss: 1371.7499 - logcount_predictions_loss: 0.7967 79/1816 [>.............................] - ETA: 13:36 - loss: 1403.8454 - logits_profile_predictions_loss: 1371.8240 - logcount_predictions_loss: 0.7965 80/1816 [>.............................] - ETA: 13:36 - loss: 1403.8992 - logits_profile_predictions_loss: 1371.8839 - logcount_predictions_loss: 0.7964 81/1816 [>.............................] - ETA: 13:36 - loss: 1403.9934 - logits_profile_predictions_loss: 1371.9830 - logcount_predictions_loss: 0.7963 82/1816 [>.............................] - ETA: 13:35 - loss: 1404.0805 - logits_profile_predictions_loss: 1372.0754 - logcount_predictions_loss: 0.7961 83/1816 [>.............................] - ETA: 13:35 - loss: 1404.1691 - logits_profile_predictions_loss: 1372.1681 - logcount_predictions_loss: 0.7960 84/1816 [>.............................] - ETA: 13:34 - loss: 1404.2111 - logits_profile_predictions_loss: 1372.2149 - logcount_predictions_loss: 0.7959 85/1816 [>.............................] - ETA: 13:34 - loss: 1404.2257 - logits_profile_predictions_loss: 1372.2349 - logcount_predictions_loss: 0.7958 86/1816 [>.............................] - ETA: 13:33 - loss: 1404.2485 - logits_profile_predictions_loss: 1372.2620 - logcount_predictions_loss: 0.7957 87/1816 [>.............................] - ETA: 13:33 - loss: 1404.2859 - logits_profile_predictions_loss: 1372.3035 - logcount_predictions_loss: 0.7956 88/1816 [>.............................] - ETA: 13:33 - loss: 1404.3062 - logits_profile_predictions_loss: 1372.3273 - logcount_predictions_loss: 0.7955 89/1816 [>.............................] - ETA: 13:32 - loss: 1404.3154 - logits_profile_predictions_loss: 1372.3404 - logcount_predictions_loss: 0.7954 90/1816 [>.............................] - ETA: 13:32 - loss: 1404.3740 - logits_profile_predictions_loss: 1372.4026 - logcount_predictions_loss: 0.7953 91/1816 [>.............................] - ETA: 13:31 - loss: 1404.4147 - logits_profile_predictions_loss: 1372.4469 - logcount_predictions_loss: 0.7952 92/1816 [>.............................] - ETA: 13:31 - loss: 1404.5154 - logits_profile_predictions_loss: 1372.5507 - logcount_predictions_loss: 0.7951 93/1816 [>.............................] - ETA: 13:30 - loss: 1404.6273 - logits_profile_predictions_loss: 1372.6659 - logcount_predictions_loss: 0.7951 94/1816 [>.............................] - ETA: 13:30 - loss: 1404.7217 - logits_profile_predictions_loss: 1372.7637 - logcount_predictions_loss: 0.7950 95/1816 [>.............................] - ETA: 13:30 - loss: 1404.7919 - logits_profile_predictions_loss: 1372.8367 - logcount_predictions_loss: 0.7949 96/1816 [>.............................] - ETA: 13:29 - loss: 1404.9132 - logits_profile_predictions_loss: 1372.9617 - logcount_predictions_loss: 0.7948 97/1816 [>.............................] - ETA: 13:29 - loss: 1405.0065 - logits_profile_predictions_loss: 1373.0588 - logcount_predictions_loss: 0.7947 98/1816 [>.............................] - ETA: 13:28 - loss: 1405.1152 - logits_profile_predictions_loss: 1373.1715 - logcount_predictions_loss: 0.7946 99/1816 [>.............................] - ETA: 13:28 - loss: 1405.2346 - logits_profile_predictions_loss: 1373.2944 - logcount_predictions_loss: 0.7945 100/1816 [>.............................] - ETA: 13:27 - loss: 1405.3562 - logits_profile_predictions_loss: 1373.4186 - logcount_predictions_loss: 0.7945 101/1816 [>.............................] - ETA: 13:27 - loss: 1405.4852 - logits_profile_predictions_loss: 1373.5500 - logcount_predictions_loss: 0.7944 102/1816 [>.............................] - ETA: 13:26 - loss: 1405.6346 - logits_profile_predictions_loss: 1373.6998 - logcount_predictions_loss: 0.7944 103/1816 [>.............................] - ETA: 13:26 - loss: 1405.7664 - logits_profile_predictions_loss: 1373.8326 - logcount_predictions_loss: 0.7944 104/1816 [>.............................] - ETA: 13:25 - loss: 1405.8839 - logits_profile_predictions_loss: 1373.9500 - logcount_predictions_loss: 0.7944 105/1816 [>.............................] - ETA: 13:25 - loss: 1406.0046 - logits_profile_predictions_loss: 1374.0701 - logcount_predictions_loss: 0.7944 106/1816 [>.............................] - ETA: 13:25 - loss: 1406.1337 - logits_profile_predictions_loss: 1374.1987 - logcount_predictions_loss: 0.7944 107/1816 [>.............................] - ETA: 13:24 - loss: 1406.2286 - logits_profile_predictions_loss: 1374.2936 - logcount_predictions_loss: 0.7944 108/1816 [>.............................] - ETA: 13:24 - loss: 1406.3137 - logits_profile_predictions_loss: 1374.3778 - logcount_predictions_loss: 0.7944 109/1816 [>.............................] - ETA: 13:23 - loss: 1406.3615 - logits_profile_predictions_loss: 1374.4256 - logcount_predictions_loss: 0.7944 110/1816 [>.............................] - ETA: 13:23 - loss: 1406.4089 - logits_profile_predictions_loss: 1374.4734 - logcount_predictions_loss: 0.7944 111/1816 [>.............................] 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- logcount_predictions_loss: 0.7945 118/1816 [>.............................] - ETA: 13:19 - loss: 1407.0112 - logits_profile_predictions_loss: 1375.0728 - logcount_predictions_loss: 0.7945 119/1816 [>.............................] - ETA: 13:19 - loss: 1407.0823 - logits_profile_predictions_loss: 1375.1421 - logcount_predictions_loss: 0.7945 120/1816 [>.............................] - ETA: 13:18 - loss: 1407.1569 - logits_profile_predictions_loss: 1375.2156 - logcount_predictions_loss: 0.7946 121/1816 [>.............................] - ETA: 13:18 - loss: 1407.2322 - logits_profile_predictions_loss: 1375.2893 - logcount_predictions_loss: 0.7946 122/1816 [=>............................] - ETA: 13:17 - loss: 1407.2998 - logits_profile_predictions_loss: 1375.3556 - logcount_predictions_loss: 0.7946 123/1816 [=>............................] - ETA: 13:17 - loss: 1407.3575 - logits_profile_predictions_loss: 1375.4124 - logcount_predictions_loss: 0.7947 124/1816 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logcount_predictions_loss: 0.7875 330/1816 [====>.........................] - ETA: 11:38 - loss: 1404.1243 - logits_profile_predictions_loss: 1372.4683 - logcount_predictions_loss: 0.7875 331/1816 [====>.........................] - ETA: 11:38 - loss: 1404.1080 - logits_profile_predictions_loss: 1372.4536 - logcount_predictions_loss: 0.7874 332/1816 [====>.........................] - ETA: 11:38 - loss: 1404.0937 - logits_profile_predictions_loss: 1372.4407 - logcount_predictions_loss: 0.7874 333/1816 [====>.........................] - ETA: 11:37 - loss: 1404.0778 - logits_profile_predictions_loss: 1372.4261 - logcount_predictions_loss: 0.7874 334/1816 [====>.........................] - ETA: 11:37 - loss: 1404.0592 - logits_profile_predictions_loss: 1372.4088 - logcount_predictions_loss: 0.7873 335/1816 [====>.........................] - ETA: 11:36 - loss: 1404.0428 - logits_profile_predictions_loss: 1372.3936 - logcount_predictions_loss: 0.7873 336/1816 [====>.........................] 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- logcount_predictions_loss: 0.7871 343/1816 [====>.........................] - ETA: 11:32 - loss: 1403.9193 - logits_profile_predictions_loss: 1372.2797 - logcount_predictions_loss: 0.7871 344/1816 [====>.........................] - ETA: 11:32 - loss: 1403.9015 - logits_profile_predictions_loss: 1372.2632 - logcount_predictions_loss: 0.7870 345/1816 [====>.........................] - ETA: 11:31 - loss: 1403.8836 - logits_profile_predictions_loss: 1372.2464 - logcount_predictions_loss: 0.7870 346/1816 [====>.........................] - ETA: 11:31 - loss: 1403.8625 - logits_profile_predictions_loss: 1372.2265 - logcount_predictions_loss: 0.7870 347/1816 [====>.........................] - ETA: 11:31 - loss: 1403.8402 - logits_profile_predictions_loss: 1372.2055 - logcount_predictions_loss: 0.7869 348/1816 [====>.........................] - ETA: 11:30 - loss: 1403.8148 - logits_profile_predictions_loss: 1372.1814 - logcount_predictions_loss: 0.7869 349/1816 [====>.........................] - ETA: 11:30 - loss: 1403.7888 - logits_profile_predictions_loss: 1372.1567 - logcount_predictions_loss: 0.7869 350/1816 [====>.........................] - ETA: 11:29 - loss: 1403.7614 - logits_profile_predictions_loss: 1372.1307 - logcount_predictions_loss: 0.7868 351/1816 [====>.........................] - ETA: 11:29 - loss: 1403.7369 - logits_profile_predictions_loss: 1372.1074 - logcount_predictions_loss: 0.7868 352/1816 [====>.........................] - ETA: 11:28 - loss: 1403.7133 - logits_profile_predictions_loss: 1372.0851 - logcount_predictions_loss: 0.7868 353/1816 [====>.........................] - ETA: 11:28 - loss: 1403.6878 - logits_profile_predictions_loss: 1372.0609 - logcount_predictions_loss: 0.7867 354/1816 [====>.........................] - ETA: 11:27 - loss: 1403.6625 - logits_profile_predictions_loss: 1372.0369 - logcount_predictions_loss: 0.7867 355/1816 [====>.........................] - ETA: 11:27 - loss: 1403.6378 - 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0.7865 362/1816 [====>.........................] - ETA: 11:24 - loss: 1403.4686 - logits_profile_predictions_loss: 1371.8523 - logcount_predictions_loss: 0.7865 363/1816 [====>.........................] - ETA: 11:23 - loss: 1403.4480 - logits_profile_predictions_loss: 1371.8328 - logcount_predictions_loss: 0.7864 364/1816 [=====>........................] - ETA: 11:23 - loss: 1403.4262 - logits_profile_predictions_loss: 1371.8121 - logcount_predictions_loss: 0.7864 365/1816 [=====>........................] - ETA: 11:22 - loss: 1403.4044 - logits_profile_predictions_loss: 1371.7915 - logcount_predictions_loss: 0.7864 366/1816 [=====>........................] - ETA: 11:22 - loss: 1403.3849 - logits_profile_predictions_loss: 1371.7730 - logcount_predictions_loss: 0.7864 367/1816 [=====>........................] - ETA: 11:21 - loss: 1403.3648 - logits_profile_predictions_loss: 1371.7539 - logcount_predictions_loss: 0.7863 368/1816 [=====>........................] - ETA: 11:21 - loss: 1403.3436 - logits_profile_predictions_loss: 1371.7337 - logcount_predictions_loss: 0.7863 369/1816 [=====>........................] - ETA: 11:20 - loss: 1403.3214 - logits_profile_predictions_loss: 1371.7125 - logcount_predictions_loss: 0.7863 370/1816 [=====>........................] - ETA: 11:20 - loss: 1403.2993 - logits_profile_predictions_loss: 1371.6913 - logcount_predictions_loss: 0.7863 371/1816 [=====>........................] - ETA: 11:19 - loss: 1403.2781 - logits_profile_predictions_loss: 1371.6711 - logcount_predictions_loss: 0.7862 372/1816 [=====>........................] - ETA: 11:19 - loss: 1403.2562 - logits_profile_predictions_loss: 1371.6500 - logcount_predictions_loss: 0.7862 373/1816 [=====>........................] - ETA: 11:18 - loss: 1403.2358 - logits_profile_predictions_loss: 1371.6305 - logcount_predictions_loss: 0.7862 374/1816 [=====>........................] - ETA: 11:18 - loss: 1403.2166 - logits_profile_predictions_loss: 1371.6122 - logcount_predictions_loss: 0.7862 375/1816 [=====>........................] - ETA: 11:18 - loss: 1403.2018 - logits_profile_predictions_loss: 1371.5982 - logcount_predictions_loss: 0.7862 376/1816 [=====>........................] - ETA: 11:17 - loss: 1403.1878 - logits_profile_predictions_loss: 1371.5851 - logcount_predictions_loss: 0.7861 377/1816 [=====>........................] - ETA: 11:17 - loss: 1403.1734 - logits_profile_predictions_loss: 1371.5715 - logcount_predictions_loss: 0.7861 378/1816 [=====>........................] - ETA: 11:16 - loss: 1403.1591 - logits_profile_predictions_loss: 1371.5581 - logcount_predictions_loss: 0.7861 379/1816 [=====>........................] - ETA: 11:16 - loss: 1403.1463 - logits_profile_predictions_loss: 1371.5460 - logcount_predictions_loss: 0.7861 380/1816 [=====>........................] - ETA: 11:15 - loss: 1403.1325 - logits_profile_predictions_loss: 1371.5330 - logcount_predictions_loss: 0.7861 381/1816 [=====>........................] 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ETA: 33s - loss: 1384.3614 - logits_profile_predictions_loss: 1353.1271 - logcount_predictions_loss: 0.7770 1745/1816 [===========================>..] - ETA: 33s - loss: 1384.3551 - logits_profile_predictions_loss: 1353.1209 - logcount_predictions_loss: 0.7770 1746/1816 [===========================>..] - ETA: 33s - loss: 1384.3489 - logits_profile_predictions_loss: 1353.1148 - logcount_predictions_loss: 0.7770 1747/1816 [===========================>..] - ETA: 32s - loss: 1384.3428 - logits_profile_predictions_loss: 1353.1088 - logcount_predictions_loss: 0.7770 1748/1816 [===========================>..] - ETA: 32s - loss: 1384.3368 - logits_profile_predictions_loss: 1353.1029 - logcount_predictions_loss: 0.7770 1749/1816 [===========================>..] - ETA: 31s - loss: 1384.3308 - logits_profile_predictions_loss: 1353.0970 - logcount_predictions_loss: 0.7770 1750/1816 [===========================>..] - ETA: 31s - loss: 1384.3249 - logits_profile_predictions_loss: 1353.0912 - 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ETA: 27s - loss: 1384.2822 - logits_profile_predictions_loss: 1353.0492 - logcount_predictions_loss: 0.7770 1758/1816 [============================>.] - ETA: 27s - loss: 1384.2763 - logits_profile_predictions_loss: 1353.0435 - logcount_predictions_loss: 0.7770 1759/1816 [============================>.] - ETA: 26s - loss: 1384.2706 - logits_profile_predictions_loss: 1353.0379 - logcount_predictions_loss: 0.7769 1760/1816 [============================>.] - ETA: 26s - loss: 1384.2649 - logits_profile_predictions_loss: 1353.0323 - logcount_predictions_loss: 0.7769 1761/1816 [============================>.] - ETA: 25s - loss: 1384.2591 - logits_profile_predictions_loss: 1353.0267 - logcount_predictions_loss: 0.7769 1762/1816 [============================>.] - ETA: 25s - loss: 1384.2534 - logits_profile_predictions_loss: 1353.0210 - logcount_predictions_loss: 0.7769 1763/1816 [============================>.] - ETA: 24s - loss: 1384.2477 - logits_profile_predictions_loss: 1353.0154 - logcount_predictions_loss: 0.7769 1764/1816 [============================>.] - ETA: 24s - loss: 1384.2418 - logits_profile_predictions_loss: 1353.0097 - logcount_predictions_loss: 0.7769 1765/1816 [============================>.] - ETA: 24s - loss: 1384.2361 - logits_profile_predictions_loss: 1353.0041 - logcount_predictions_loss: 0.7769 1766/1816 [============================>.] - ETA: 23s - loss: 1384.2305 - logits_profile_predictions_loss: 1352.9985 - logcount_predictions_loss: 0.7769 1767/1816 [============================>.] - ETA: 23s - loss: 1384.2248 - logits_profile_predictions_loss: 1352.9930 - logcount_predictions_loss: 0.7769 1768/1816 [============================>.] - ETA: 22s - loss: 1384.2192 - logits_profile_predictions_loss: 1352.9874 - logcount_predictions_loss: 0.7769 1769/1816 [============================>.] - ETA: 22s - loss: 1384.2136 - logits_profile_predictions_loss: 1352.9820 - logcount_predictions_loss: 0.7769 1770/1816 [============================>.] - ETA: 21s - loss: 1384.2080 - logits_profile_predictions_loss: 1352.9764 - logcount_predictions_loss: 0.7769 1771/1816 [============================>.] - ETA: 21s - loss: 1384.2023 - logits_profile_predictions_loss: 1352.9709 - logcount_predictions_loss: 0.7769 1772/1816 [============================>.] - ETA: 20s - loss: 1384.1967 - logits_profile_predictions_loss: 1352.9654 - logcount_predictions_loss: 0.7769 1773/1816 [============================>.] - ETA: 20s - loss: 1384.1911 - logits_profile_predictions_loss: 1352.9599 - logcount_predictions_loss: 0.7769 1774/1816 [============================>.] - ETA: 19s - loss: 1384.1855 - logits_profile_predictions_loss: 1352.9543 - logcount_predictions_loss: 0.7769 1775/1816 [============================>.] - ETA: 19s - loss: 1384.1798 - logits_profile_predictions_loss: 1352.9488 - logcount_predictions_loss: 0.7769 1776/1816 [============================>.] - ETA: 18s - loss: 1384.1742 - logits_profile_predictions_loss: 1352.9432 - logcount_predictions_loss: 0.7769 1777/1816 [============================>.] - ETA: 18s - loss: 1384.1687 - logits_profile_predictions_loss: 1352.9378 - logcount_predictions_loss: 0.7769 1778/1816 [============================>.] - ETA: 17s - loss: 1384.1632 - logits_profile_predictions_loss: 1352.9324 - logcount_predictions_loss: 0.7769 1779/1816 [============================>.] - ETA: 17s - loss: 1384.1577 - logits_profile_predictions_loss: 1352.9270 - logcount_predictions_loss: 0.7769 1780/1816 [============================>.] - ETA: 16s - loss: 1384.1521 - logits_profile_predictions_loss: 1352.9215 - logcount_predictions_loss: 0.7769 1781/1816 [============================>.] - ETA: 16s - loss: 1384.1466 - logits_profile_predictions_loss: 1352.9161 - logcount_predictions_loss: 0.7769 1782/1816 [============================>.] - ETA: 16s - loss: 1384.1411 - logits_profile_predictions_loss: 1352.9107 - logcount_predictions_loss: 0.7769 1783/1816 [============================>.] - ETA: 15s - loss: 1384.1356 - logits_profile_predictions_loss: 1352.9053 - logcount_predictions_loss: 0.7769 1784/1816 [============================>.] - ETA: 15s - loss: 1384.1302 - logits_profile_predictions_loss: 1352.8999 - logcount_predictions_loss: 0.7769 1785/1816 [============================>.] - ETA: 14s - loss: 1384.1247 - logits_profile_predictions_loss: 1352.8946 - logcount_predictions_loss: 0.7769 1786/1816 [============================>.] - ETA: 14s - loss: 1384.1193 - logits_profile_predictions_loss: 1352.8893 - logcount_predictions_loss: 0.7769 1787/1816 [============================>.] - ETA: 13s - loss: 1384.1139 - logits_profile_predictions_loss: 1352.8839 - logcount_predictions_loss: 0.7769 1788/1816 [============================>.] - ETA: 13s - loss: 1384.1084 - logits_profile_predictions_loss: 1352.8785 - logcount_predictions_loss: 0.7769 1789/1816 [============================>.] - ETA: 12s - loss: 1384.1029 - logits_profile_predictions_loss: 1352.8731 - logcount_predictions_loss: 0.7769 1790/1816 [============================>.] - ETA: 12s - loss: 1384.0974 - logits_profile_predictions_loss: 1352.8677 - logcount_predictions_loss: 0.7769 1791/1816 [============================>.] - ETA: 11s - loss: 1384.0919 - logits_profile_predictions_loss: 1352.8623 - logcount_predictions_loss: 0.7769 1792/1816 [============================>.] - ETA: 11s - loss: 1384.0865 - logits_profile_predictions_loss: 1352.8569 - logcount_predictions_loss: 0.7769 1793/1816 [============================>.] - ETA: 10s - loss: 1384.0810 - logits_profile_predictions_loss: 1352.8515 - logcount_predictions_loss: 0.7769 1794/1816 [============================>.] - ETA: 10s - loss: 1384.0755 - logits_profile_predictions_loss: 1352.8461 - logcount_predictions_loss: 0.7769 1795/1816 [============================>.] - ETA: 9s - loss: 1384.0701 - logits_profile_predictions_loss: 1352.8408 - logcount_predictions_loss: 0.7769  1796/1816 [============================>.] - ETA: 9s - loss: 1384.0646 - logits_profile_predictions_loss: 1352.8354 - logcount_predictions_loss: 0.7769 1797/1816 [============================>.] - ETA: 8s - loss: 1384.0591 - logits_profile_predictions_loss: 1352.8300 - logcount_predictions_loss: 0.7769 1798/1816 [============================>.] - ETA: 8s - loss: 1384.0538 - logits_profile_predictions_loss: 1352.8248 - logcount_predictions_loss: 0.7769 1799/1816 [============================>.] - ETA: 8s - loss: 1384.0484 - logits_profile_predictions_loss: 1352.8195 - logcount_predictions_loss: 0.7769 1800/1816 [============================>.] - ETA: 7s - loss: 1384.0431 - logits_profile_predictions_loss: 1352.8143 - logcount_predictions_loss: 0.7769 1801/1816 [============================>.] - ETA: 7s - loss: 1384.0378 - logits_profile_predictions_loss: 1352.8091 - logcount_predictions_loss: 0.7769 1802/1816 [============================>.] - ETA: 6s - loss: 1384.0325 - logits_profile_predictions_loss: 1352.8039 - logcount_predictions_loss: 0.7768 1803/1816 [============================>.] - ETA: 6s - loss: 1384.0273 - logits_profile_predictions_loss: 1352.7987 - logcount_predictions_loss: 0.7768 1804/1816 [============================>.] - ETA: 5s - loss: 1384.0219 - logits_profile_predictions_loss: 1352.7934 - logcount_predictions_loss: 0.7768 1805/1816 [============================>.] - ETA: 5s - loss: 1384.0166 - logits_profile_predictions_loss: 1352.7882 - logcount_predictions_loss: 0.7768 1806/1816 [============================>.] - ETA: 4s - loss: 1384.0114 - logits_profile_predictions_loss: 1352.7831 - logcount_predictions_loss: 0.7768 1807/1816 [============================>.] - ETA: 4s - loss: 1384.0061 - logits_profile_predictions_loss: 1352.7779 - logcount_predictions_loss: 0.7768 1808/1816 [============================>.] - ETA: 3s - loss: 1384.0010 - logits_profile_predictions_loss: 1352.7728 - logcount_predictions_loss: 0.7768 1809/1816 [============================>.] - ETA: 3s - loss: 1383.9958 - logits_profile_predictions_loss: 1352.7677 - logcount_predictions_loss: 0.7768 1810/1816 [============================>.] - ETA: 2s - loss: 1383.9906 - logits_profile_predictions_loss: 1352.7626 - logcount_predictions_loss: 0.7768 1811/1816 [============================>.] - ETA: 2s - loss: 1383.9855 - logits_profile_predictions_loss: 1352.7575 - logcount_predictions_loss: 0.7768 1812/1816 [============================>.] - ETA: 1s - loss: 1383.9803 - logits_profile_predictions_loss: 1352.7524 - logcount_predictions_loss: 0.7768 1813/1816 [============================>.] - ETA: 1s - loss: 1383.9752 - logits_profile_predictions_loss: 1352.7474 - logcount_predictions_loss: 0.7768 1814/1816 [============================>.] - ETA: 0s - loss: 1383.9701 - logits_profile_predictions_loss: 1352.7423 - logcount_predictions_loss: 0.7768 1815/1816 [============================>.] - ETA: 0s - loss: 1383.9650 - logits_profile_predictions_loss: 1352.7373 - logcount_predictions_loss: 0.7768 1816/1816 [==============================] - ETA: 0s - loss: 1383.9600 - logits_profile_predictions_loss: 1352.7324 - logcount_predictions_loss: 0.7768 1816/1816 [==============================] - 886s 488ms/step - loss: 1383.9550 - logits_profile_predictions_loss: 1352.7275 - logcount_predictions_loss: 0.7768 - val_loss: 1664.9432 - val_logits_profile_predictions_loss: 1624.5934 - val_logcount_predictions_loss: 1.0037 Epoch 00018: val_loss did not improve from 1616.79260 Epoch 19/50 1/1816 [..............................] - ETA: 15:48 - loss: 1361.1782 - logits_profile_predictions_loss: 1323.8335 - logcount_predictions_loss: 0.9290 2/1816 [..............................] - ETA: 14:04 - loss: 1384.1131 - logits_profile_predictions_loss: 1344.3806 - logcount_predictions_loss: 0.9884 3/1816 [..............................] - ETA: 14:09 - loss: 1360.8436 - logits_profile_predictions_loss: 1321.9880 - logcount_predictions_loss: 0.9666 4/1816 [..............................] - ETA: 14:09 - loss: 1365.0115 - logits_profile_predictions_loss: 1327.0681 - logcount_predictions_loss: 0.9439 5/1816 [..............................] - ETA: 14:10 - loss: 1360.8792 - logits_profile_predictions_loss: 1323.6182 - logcount_predictions_loss: 0.9269 6/1816 [..............................] - ETA: 14:10 - loss: 1361.5400 - logits_profile_predictions_loss: 1324.9496 - logcount_predictions_loss: 0.9102 7/1816 [..............................] - ETA: 14:09 - loss: 1363.4644 - logits_profile_predictions_loss: 1327.4490 - logcount_predictions_loss: 0.8959 8/1816 [..............................] - ETA: 14:08 - loss: 1360.3554 - logits_profile_predictions_loss: 1324.8773 - logcount_predictions_loss: 0.8825 9/1816 [..............................] - ETA: 14:08 - loss: 1359.0360 - logits_profile_predictions_loss: 1324.0478 - logcount_predictions_loss: 0.8704 10/1816 [..............................] - ETA: 14:07 - loss: 1357.3000 - logits_profile_predictions_loss: 1322.7315 - logcount_predictions_loss: 0.8599 11/1816 [..............................] - ETA: 14:06 - loss: 1355.3834 - logits_profile_predictions_loss: 1321.1816 - logcount_predictions_loss: 0.8508 12/1816 [..............................] - ETA: 14:05 - loss: 1352.2592 - logits_profile_predictions_loss: 1318.3344 - logcount_predictions_loss: 0.8439 13/1816 [..............................] - ETA: 14:05 - loss: 1348.4157 - logits_profile_predictions_loss: 1314.7349 - logcount_predictions_loss: 0.8378 14/1816 [..............................] - ETA: 14:04 - loss: 1347.0088 - logits_profile_predictions_loss: 1313.5268 - logcount_predictions_loss: 0.8329 15/1816 [..............................] - ETA: 14:04 - loss: 1346.2270 - logits_profile_predictions_loss: 1312.8734 - logcount_predictions_loss: 0.8297 16/1816 [..............................] - ETA: 14:03 - loss: 1345.0497 - logits_profile_predictions_loss: 1311.8339 - logcount_predictions_loss: 0.8263 17/1816 [..............................] - ETA: 14:03 - loss: 1345.6891 - logits_profile_predictions_loss: 1312.5334 - logcount_predictions_loss: 0.8248 18/1816 [..............................] - ETA: 14:03 - loss: 1346.9844 - logits_profile_predictions_loss: 1313.8677 - logcount_predictions_loss: 0.8238 19/1816 [..............................] - ETA: 14:03 - loss: 1348.4260 - logits_profile_predictions_loss: 1315.3442 - logcount_predictions_loss: 0.8229 20/1816 [..............................] - ETA: 14:02 - loss: 1349.2081 - logits_profile_predictions_loss: 1316.1649 - logcount_predictions_loss: 0.8220 21/1816 [..............................] - ETA: 14:01 - loss: 1349.4381 - logits_profile_predictions_loss: 1316.4353 - logcount_predictions_loss: 0.8210 22/1816 [..............................] - ETA: 14:01 - loss: 1349.5223 - logits_profile_predictions_loss: 1316.5503 - logcount_predictions_loss: 0.8202 23/1816 [..............................] - ETA: 14:00 - loss: 1350.5679 - logits_profile_predictions_loss: 1317.6217 - logcount_predictions_loss: 0.8196 24/1816 [..............................] - ETA: 14:00 - loss: 1351.2877 - logits_profile_predictions_loss: 1318.3570 - logcount_predictions_loss: 0.8192 25/1816 [..............................] - ETA: 14:00 - loss: 1351.9270 - logits_profile_predictions_loss: 1319.0191 - logcount_predictions_loss: 0.8186 26/1816 [..............................] - ETA: 13:59 - loss: 1352.4450 - logits_profile_predictions_loss: 1319.5655 - logcount_predictions_loss: 0.8179 27/1816 [..............................] - ETA: 13:59 - loss: 1352.7320 - logits_profile_predictions_loss: 1319.8859 - logcount_predictions_loss: 0.8171 28/1816 [..............................] - ETA: 13:59 - loss: 1352.8006 - logits_profile_predictions_loss: 1319.9876 - logcount_predictions_loss: 0.8162 29/1816 [..............................] - ETA: 13:58 - loss: 1353.1136 - logits_profile_predictions_loss: 1320.3358 - logcount_predictions_loss: 0.8154 30/1816 [..............................] - ETA: 13:58 - loss: 1353.5981 - logits_profile_predictions_loss: 1320.8505 - logcount_predictions_loss: 0.8146 31/1816 [..............................] - ETA: 13:57 - loss: 1354.0637 - logits_profile_predictions_loss: 1321.3491 - logcount_predictions_loss: 0.8138 32/1816 [..............................] - ETA: 13:57 - loss: 1354.4707 - logits_profile_predictions_loss: 1321.7888 - logcount_predictions_loss: 0.8130 33/1816 [..............................] - ETA: 13:56 - loss: 1354.7881 - logits_profile_predictions_loss: 1322.1463 - logcount_predictions_loss: 0.8120 34/1816 [..............................] - ETA: 13:56 - loss: 1355.0750 - logits_profile_predictions_loss: 1322.4751 - logcount_predictions_loss: 0.8109 35/1816 [..............................] - ETA: 13:55 - loss: 1355.3703 - logits_profile_predictions_loss: 1322.8096 - logcount_predictions_loss: 0.8100 36/1816 [..............................] - ETA: 13:55 - loss: 1355.7309 - 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logcount_predictions_loss: 0.7511 1793/1816 [============================>.] - ETA: 10s - loss: 1352.0236 - logits_profile_predictions_loss: 1321.8288 - logcount_predictions_loss: 0.7511 1794/1816 [============================>.] - ETA: 10s - loss: 1352.0210 - logits_profile_predictions_loss: 1321.8264 - logcount_predictions_loss: 0.7511 1795/1816 [============================>.] - ETA: 9s - loss: 1352.0184 - logits_profile_predictions_loss: 1321.8241 - logcount_predictions_loss: 0.7511  1796/1816 [============================>.] - ETA: 9s - loss: 1352.0158 - logits_profile_predictions_loss: 1321.8217 - logcount_predictions_loss: 0.7511 1797/1816 [============================>.] - ETA: 8s - loss: 1352.0133 - logits_profile_predictions_loss: 1321.8193 - logcount_predictions_loss: 0.7511 1798/1816 [============================>.] - ETA: 8s - loss: 1352.0107 - logits_profile_predictions_loss: 1321.8170 - logcount_predictions_loss: 0.7511 1799/1816 [============================>.] - ETA: 8s - loss: 1352.0080 - logits_profile_predictions_loss: 1321.8145 - logcount_predictions_loss: 0.7511 1800/1816 [============================>.] - ETA: 7s - loss: 1352.0054 - logits_profile_predictions_loss: 1321.8121 - logcount_predictions_loss: 0.7511 1801/1816 [============================>.] - ETA: 7s - loss: 1352.0026 - logits_profile_predictions_loss: 1321.8095 - logcount_predictions_loss: 0.7511 1802/1816 [============================>.] - ETA: 6s - loss: 1351.9998 - logits_profile_predictions_loss: 1321.8070 - logcount_predictions_loss: 0.7510 1803/1816 [============================>.] - ETA: 6s - loss: 1351.9971 - logits_profile_predictions_loss: 1321.8045 - logcount_predictions_loss: 0.7510 1804/1816 [============================>.] - ETA: 5s - loss: 1351.9942 - logits_profile_predictions_loss: 1321.8018 - logcount_predictions_loss: 0.7510 1805/1816 [============================>.] - ETA: 5s - loss: 1351.9914 - logits_profile_predictions_loss: 1321.7993 - logcount_predictions_loss: 0.7510 1806/1816 [============================>.] - ETA: 4s - loss: 1351.9886 - logits_profile_predictions_loss: 1321.7967 - logcount_predictions_loss: 0.7510 1807/1816 [============================>.] - ETA: 4s - loss: 1351.9859 - logits_profile_predictions_loss: 1321.7941 - logcount_predictions_loss: 0.7510 1808/1816 [============================>.] - ETA: 3s - loss: 1351.9832 - logits_profile_predictions_loss: 1321.7916 - logcount_predictions_loss: 0.7510 1809/1816 [============================>.] - ETA: 3s - loss: 1351.9805 - logits_profile_predictions_loss: 1321.7891 - logcount_predictions_loss: 0.7510 1810/1816 [============================>.] - ETA: 2s - loss: 1351.9777 - logits_profile_predictions_loss: 1321.7866 - logcount_predictions_loss: 0.7510 1811/1816 [============================>.] - ETA: 2s - loss: 1351.9750 - logits_profile_predictions_loss: 1321.7841 - logcount_predictions_loss: 0.7510 1812/1816 [============================>.] - ETA: 1s - loss: 1351.9723 - logits_profile_predictions_loss: 1321.7816 - logcount_predictions_loss: 0.7510 1813/1816 [============================>.] - ETA: 1s - loss: 1351.9697 - logits_profile_predictions_loss: 1321.7792 - logcount_predictions_loss: 0.7510 1814/1816 [============================>.] - ETA: 0s - loss: 1351.9670 - logits_profile_predictions_loss: 1321.7767 - logcount_predictions_loss: 0.7510 1815/1816 [============================>.] - ETA: 0s - loss: 1351.9644 - logits_profile_predictions_loss: 1321.7743 - logcount_predictions_loss: 0.7510 1816/1816 [==============================] - ETA: 0s - loss: 1351.9616 - logits_profile_predictions_loss: 1321.7718 - logcount_predictions_loss: 0.7510 1816/1816 [==============================] - 887s 488ms/step - loss: 1351.9589 - logits_profile_predictions_loss: 1321.7692 - logcount_predictions_loss: 0.7510 - val_loss: 1647.5557 - val_logits_profile_predictions_loss: 1613.2258 - val_logcount_predictions_loss: 0.8540 Epoch 00019: val_loss did not improve from 1616.79260 Epoch 20/50 1/1816 [..............................] - ETA: 15:23 - loss: 1376.5471 - logits_profile_predictions_loss: 1349.3794 - logcount_predictions_loss: 0.6758 2/1816 [..............................] - ETA: 14:07 - loss: 1321.3757 - logits_profile_predictions_loss: 1293.8705 - logcount_predictions_loss: 0.6842 3/1816 [..............................] - ETA: 14:06 - loss: 1295.5395 - logits_profile_predictions_loss: 1269.0364 - logcount_predictions_loss: 0.6593 4/1816 [..............................] - ETA: 14:06 - loss: 1298.9843 - logits_profile_predictions_loss: 1272.2962 - logcount_predictions_loss: 0.6639 5/1816 [..............................] - ETA: 14:06 - loss: 1307.3052 - logits_profile_predictions_loss: 1280.6046 - logcount_predictions_loss: 0.6642 6/1816 [..............................] - ETA: 14:06 - loss: 1306.6793 - logits_profile_predictions_loss: 1280.0742 - logcount_predictions_loss: 0.6618 7/1816 [..............................] - ETA: 14:06 - loss: 1315.1225 - logits_profile_predictions_loss: 1288.3569 - logcount_predictions_loss: 0.6658 8/1816 [..............................] - ETA: 14:07 - loss: 1321.4124 - logits_profile_predictions_loss: 1294.4996 - logcount_predictions_loss: 0.6695 9/1816 [..............................] - ETA: 14:07 - loss: 1327.9191 - logits_profile_predictions_loss: 1300.9380 - logcount_predictions_loss: 0.6712 10/1816 [..............................] - ETA: 14:06 - loss: 1333.4823 - logits_profile_predictions_loss: 1306.3923 - logcount_predictions_loss: 0.6739 11/1816 [..............................] - ETA: 14:06 - loss: 1336.4321 - logits_profile_predictions_loss: 1309.3491 - logcount_predictions_loss: 0.6737 12/1816 [..............................] - ETA: 14:06 - loss: 1336.3479 - logits_profile_predictions_loss: 1309.2753 - logcount_predictions_loss: 0.6734 13/1816 [..............................] - ETA: 14:06 - loss: 1336.0502 - logits_profile_predictions_loss: 1308.9811 - logcount_predictions_loss: 0.6734 14/1816 [..............................] - ETA: 14:08 - loss: 1338.3345 - logits_profile_predictions_loss: 1311.2798 - logcount_predictions_loss: 0.6730 15/1816 [..............................] - ETA: 14:08 - loss: 1340.2231 - logits_profile_predictions_loss: 1313.1741 - logcount_predictions_loss: 0.6729 16/1816 [..............................] - ETA: 14:07 - loss: 1342.2299 - logits_profile_predictions_loss: 1315.1791 - logcount_predictions_loss: 0.6729 17/1816 [..............................] - ETA: 14:07 - loss: 1344.1228 - logits_profile_predictions_loss: 1317.0125 - logcount_predictions_loss: 0.6744 18/1816 [..............................] - ETA: 14:07 - loss: 1345.0956 - logits_profile_predictions_loss: 1317.9457 - logcount_predictions_loss: 0.6754 19/1816 [..............................] - ETA: 14:07 - loss: 1346.7812 - logits_profile_predictions_loss: 1319.5749 - logcount_predictions_loss: 0.6768 20/1816 [..............................] - ETA: 14:06 - loss: 1347.4653 - logits_profile_predictions_loss: 1320.2096 - logcount_predictions_loss: 0.6780 21/1816 [..............................] - ETA: 14:06 - loss: 1347.8847 - logits_profile_predictions_loss: 1320.5894 - logcount_predictions_loss: 0.6790 22/1816 [..............................] - ETA: 14:05 - loss: 1348.7955 - logits_profile_predictions_loss: 1321.4640 - logcount_predictions_loss: 0.6799 23/1816 [..............................] - ETA: 14:04 - loss: 1349.5134 - logits_profile_predictions_loss: 1322.1500 - logcount_predictions_loss: 0.6807 24/1816 [..............................] - ETA: 14:04 - loss: 1349.3064 - logits_profile_predictions_loss: 1321.9214 - logcount_predictions_loss: 0.6812 25/1816 [..............................] - ETA: 14:03 - loss: 1349.1477 - logits_profile_predictions_loss: 1321.7456 - logcount_predictions_loss: 0.6816 26/1816 [..............................] - ETA: 14:03 - loss: 1348.8289 - logits_profile_predictions_loss: 1321.4128 - logcount_predictions_loss: 0.6820 27/1816 [..............................] - ETA: 14:03 - loss: 1348.4231 - logits_profile_predictions_loss: 1320.9953 - logcount_predictions_loss: 0.6823 28/1816 [..............................] - ETA: 14:02 - loss: 1347.9695 - logits_profile_predictions_loss: 1320.5351 - logcount_predictions_loss: 0.6825 29/1816 [..............................] - ETA: 14:02 - loss: 1347.6756 - logits_profile_predictions_loss: 1320.2221 - logcount_predictions_loss: 0.6829 30/1816 [..............................] - ETA: 14:01 - loss: 1347.2670 - logits_profile_predictions_loss: 1319.8012 - logcount_predictions_loss: 0.6832 31/1816 [..............................] - ETA: 14:01 - loss: 1346.8994 - logits_profile_predictions_loss: 1319.4097 - logcount_predictions_loss: 0.6838 32/1816 [..............................] - ETA: 14:00 - loss: 1346.6258 - logits_profile_predictions_loss: 1319.1118 - logcount_predictions_loss: 0.6844 33/1816 [..............................] - ETA: 13:59 - loss: 1346.3016 - logits_profile_predictions_loss: 1318.7622 - logcount_predictions_loss: 0.6851 34/1816 [..............................] - ETA: 13:59 - loss: 1345.8788 - logits_profile_predictions_loss: 1318.3192 - logcount_predictions_loss: 0.6856 35/1816 [..............................] - ETA: 13:58 - loss: 1345.4294 - logits_profile_predictions_loss: 1317.8492 - logcount_predictions_loss: 0.6861 36/1816 [..............................] - ETA: 13:58 - loss: 1344.7530 - logits_profile_predictions_loss: 1317.1543 - logcount_predictions_loss: 0.6865 37/1816 [..............................] - ETA: 13:58 - loss: 1344.0904 - logits_profile_predictions_loss: 1316.4732 - logcount_predictions_loss: 0.6870 38/1816 [..............................] - ETA: 13:57 - loss: 1343.3425 - logits_profile_predictions_loss: 1315.7024 - logcount_predictions_loss: 0.6876 39/1816 [..............................] - ETA: 13:57 - loss: 1342.6304 - logits_profile_predictions_loss: 1314.9703 - logcount_predictions_loss: 0.6881 40/1816 [..............................] - ETA: 13:56 - loss: 1341.9072 - logits_profile_predictions_loss: 1314.2268 - logcount_predictions_loss: 0.6886 41/1816 [..............................] - ETA: 13:56 - loss: 1341.2414 - logits_profile_predictions_loss: 1313.5397 - logcount_predictions_loss: 0.6891 42/1816 [..............................] - ETA: 13:55 - loss: 1340.5960 - logits_profile_predictions_loss: 1312.8718 - logcount_predictions_loss: 0.6897 43/1816 [..............................] - ETA: 13:55 - loss: 1340.3730 - logits_profile_predictions_loss: 1312.6257 - logcount_predictions_loss: 0.6902 44/1816 [..............................] - ETA: 13:54 - loss: 1340.1939 - logits_profile_predictions_loss: 1312.4243 - logcount_predictions_loss: 0.6908 45/1816 [..............................] - ETA: 13:54 - loss: 1340.1487 - logits_profile_predictions_loss: 1312.3590 - logcount_predictions_loss: 0.6913 46/1816 [..............................] - ETA: 13:54 - loss: 1340.1042 - logits_profile_predictions_loss: 1312.2934 - logcount_predictions_loss: 0.6918 47/1816 [..............................] - ETA: 13:53 - loss: 1340.0579 - logits_profile_predictions_loss: 1312.2263 - logcount_predictions_loss: 0.6923 48/1816 [..............................] - ETA: 13:53 - loss: 1339.9414 - logits_profile_predictions_loss: 1312.0858 - logcount_predictions_loss: 0.6929 49/1816 [..............................] - ETA: 13:52 - loss: 1339.7925 - logits_profile_predictions_loss: 1311.9144 - logcount_predictions_loss: 0.6935 50/1816 [..............................] - ETA: 13:52 - loss: 1339.7108 - logits_profile_predictions_loss: 1311.8091 - logcount_predictions_loss: 0.6941 51/1816 [..............................] - ETA: 13:51 - loss: 1339.6013 - logits_profile_predictions_loss: 1311.6785 - logcount_predictions_loss: 0.6946 52/1816 [..............................] - ETA: 13:51 - loss: 1339.4806 - logits_profile_predictions_loss: 1311.5390 - logcount_predictions_loss: 0.6951 53/1816 [..............................] - ETA: 13:51 - loss: 1339.3528 - logits_profile_predictions_loss: 1311.3932 - logcount_predictions_loss: 0.6955 54/1816 [..............................] - ETA: 13:50 - loss: 1339.2439 - logits_profile_predictions_loss: 1311.2665 - logcount_predictions_loss: 0.6960 55/1816 [..............................] - ETA: 13:50 - loss: 1339.1718 - logits_profile_predictions_loss: 1311.1747 - logcount_predictions_loss: 0.6964 56/1816 [..............................] - ETA: 13:49 - loss: 1339.0840 - logits_profile_predictions_loss: 1311.0686 - logcount_predictions_loss: 0.6969 57/1816 [..............................] - ETA: 13:49 - loss: 1339.0001 - logits_profile_predictions_loss: 1310.9646 - logcount_predictions_loss: 0.6974 58/1816 [..............................] - ETA: 13:48 - loss: 1338.9401 - logits_profile_predictions_loss: 1310.8867 - logcount_predictions_loss: 0.6978 59/1816 [..............................] - ETA: 13:48 - loss: 1338.8248 - logits_profile_predictions_loss: 1310.7550 - logcount_predictions_loss: 0.6983 60/1816 [..............................] - ETA: 13:47 - loss: 1338.6857 - logits_profile_predictions_loss: 1310.5993 - logcount_predictions_loss: 0.6987 61/1816 [>.............................] - ETA: 13:47 - loss: 1338.5422 - logits_profile_predictions_loss: 1310.4414 - logcount_predictions_loss: 0.6990 62/1816 [>.............................] - ETA: 13:47 - loss: 1338.3743 - logits_profile_predictions_loss: 1310.2591 - logcount_predictions_loss: 0.6994 63/1816 [>.............................] - ETA: 13:46 - loss: 1338.2148 - logits_profile_predictions_loss: 1310.0853 - logcount_predictions_loss: 0.6997 64/1816 [>.............................] - ETA: 13:46 - loss: 1338.0635 - logits_profile_predictions_loss: 1309.9201 - logcount_predictions_loss: 0.7001 65/1816 [>.............................] - ETA: 13:45 - loss: 1337.8913 - logits_profile_predictions_loss: 1309.7340 - logcount_predictions_loss: 0.7004 66/1816 [>.............................] - ETA: 13:45 - loss: 1337.7263 - logits_profile_predictions_loss: 1309.5561 - logcount_predictions_loss: 0.7008 67/1816 [>.............................] - ETA: 13:45 - loss: 1337.5445 - logits_profile_predictions_loss: 1309.3631 - logcount_predictions_loss: 0.7010 68/1816 [>.............................] - ETA: 13:44 - loss: 1337.3488 - logits_profile_predictions_loss: 1309.1549 - logcount_predictions_loss: 0.7013 69/1816 [>.............................] - ETA: 13:44 - loss: 1337.2118 - logits_profile_predictions_loss: 1309.0055 - logcount_predictions_loss: 0.7017 70/1816 [>.............................] - ETA: 13:43 - loss: 1337.0595 - logits_profile_predictions_loss: 1308.8399 - logcount_predictions_loss: 0.7020 71/1816 [>.............................] - ETA: 13:43 - loss: 1336.9169 - logits_profile_predictions_loss: 1308.6851 - logcount_predictions_loss: 0.7023 72/1816 [>.............................] - ETA: 13:42 - loss: 1336.7700 - logits_profile_predictions_loss: 1308.5265 - logcount_predictions_loss: 0.7026 73/1816 [>.............................] - ETA: 13:42 - loss: 1336.6502 - logits_profile_predictions_loss: 1308.3965 - logcount_predictions_loss: 0.7028 74/1816 [>.............................] - ETA: 13:41 - loss: 1336.6131 - logits_profile_predictions_loss: 1308.3495 - logcount_predictions_loss: 0.7031 75/1816 [>.............................] - ETA: 13:41 - loss: 1336.5456 - logits_profile_predictions_loss: 1308.2727 - logcount_predictions_loss: 0.7033 76/1816 [>.............................] - ETA: 13:40 - loss: 1336.5150 - logits_profile_predictions_loss: 1308.2330 - logcount_predictions_loss: 0.7035 77/1816 [>.............................] - ETA: 13:40 - loss: 1336.4919 - logits_profile_predictions_loss: 1308.2006 - logcount_predictions_loss: 0.7038 78/1816 [>.............................] - ETA: 13:40 - loss: 1336.5226 - logits_profile_predictions_loss: 1308.2217 - logcount_predictions_loss: 0.7040 79/1816 [>.............................] - ETA: 13:39 - loss: 1336.4910 - logits_profile_predictions_loss: 1308.1815 - logcount_predictions_loss: 0.7042 80/1816 [>.............................] - ETA: 13:39 - loss: 1336.4616 - logits_profile_predictions_loss: 1308.1449 - logcount_predictions_loss: 0.7044 81/1816 [>.............................] - ETA: 13:38 - loss: 1336.4288 - logits_profile_predictions_loss: 1308.1040 - logcount_predictions_loss: 0.7046 82/1816 [>.............................] - ETA: 13:38 - loss: 1336.4234 - logits_profile_predictions_loss: 1308.0906 - logcount_predictions_loss: 0.7048 83/1816 [>.............................] - ETA: 13:37 - loss: 1336.3791 - logits_profile_predictions_loss: 1308.0371 - logcount_predictions_loss: 0.7050 84/1816 [>.............................] - ETA: 13:37 - loss: 1336.3801 - logits_profile_predictions_loss: 1308.0295 - logcount_predictions_loss: 0.7052 85/1816 [>.............................] - ETA: 13:36 - loss: 1336.3499 - logits_profile_predictions_loss: 1307.9921 - logcount_predictions_loss: 0.7054 86/1816 [>.............................] - ETA: 13:36 - loss: 1336.3394 - logits_profile_predictions_loss: 1307.9744 - logcount_predictions_loss: 0.7056 87/1816 [>.............................] - ETA: 13:35 - loss: 1336.3233 - logits_profile_predictions_loss: 1307.9510 - logcount_predictions_loss: 0.7058 88/1816 [>.............................] - ETA: 13:35 - loss: 1336.3251 - logits_profile_predictions_loss: 1307.9463 - logcount_predictions_loss: 0.7059 89/1816 [>.............................] - ETA: 13:34 - loss: 1336.3186 - logits_profile_predictions_loss: 1307.9336 - logcount_predictions_loss: 0.7061 90/1816 [>.............................] - ETA: 13:34 - loss: 1336.2814 - logits_profile_predictions_loss: 1307.8913 - logcount_predictions_loss: 0.7062 91/1816 [>.............................] - ETA: 13:33 - loss: 1336.2441 - logits_profile_predictions_loss: 1307.8487 - logcount_predictions_loss: 0.7064 92/1816 [>.............................] - ETA: 13:33 - loss: 1336.2440 - logits_profile_predictions_loss: 1307.8430 - logcount_predictions_loss: 0.7065 93/1816 [>.............................] - ETA: 13:32 - loss: 1336.2447 - logits_profile_predictions_loss: 1307.8381 - logcount_predictions_loss: 0.7066 94/1816 [>.............................] - ETA: 13:32 - loss: 1336.2270 - logits_profile_predictions_loss: 1307.8152 - logcount_predictions_loss: 0.7068 95/1816 [>.............................] - ETA: 13:31 - loss: 1336.2089 - logits_profile_predictions_loss: 1307.7912 - logcount_predictions_loss: 0.7069 96/1816 [>.............................] - ETA: 13:31 - loss: 1336.1575 - logits_profile_predictions_loss: 1307.7335 - logcount_predictions_loss: 0.7071 97/1816 [>.............................] - ETA: 13:31 - loss: 1336.1294 - logits_profile_predictions_loss: 1307.6982 - logcount_predictions_loss: 0.7072 98/1816 [>.............................] - ETA: 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[===>..........................] - ETA: 12:15 - loss: 1344.2717 - logits_profile_predictions_loss: 1315.1454 - logcount_predictions_loss: 0.7245 260/1816 [===>..........................] - ETA: 12:15 - loss: 1344.2938 - logits_profile_predictions_loss: 1315.1647 - logcount_predictions_loss: 0.7246 261/1816 [===>..........................] - ETA: 12:14 - loss: 1344.3146 - logits_profile_predictions_loss: 1315.1828 - logcount_predictions_loss: 0.7247 262/1816 [===>..........................] - ETA: 12:14 - loss: 1344.3385 - logits_profile_predictions_loss: 1315.2037 - logcount_predictions_loss: 0.7247 263/1816 [===>..........................] - ETA: 12:13 - loss: 1344.3580 - logits_profile_predictions_loss: 1315.2204 - logcount_predictions_loss: 0.7248 264/1816 [===>..........................] - ETA: 12:13 - loss: 1344.3741 - logits_profile_predictions_loss: 1315.2335 - logcount_predictions_loss: 0.7249 265/1816 [===>..........................] - ETA: 12:12 - loss: 1344.3913 - 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1344.6337 - logits_profile_predictions_loss: 1315.4561 - logcount_predictions_loss: 0.7258 279/1816 [===>..........................] - ETA: 12:06 - loss: 1344.6478 - logits_profile_predictions_loss: 1315.4678 - logcount_predictions_loss: 0.7259 280/1816 [===>..........................] - ETA: 12:05 - loss: 1344.6611 - logits_profile_predictions_loss: 1315.4788 - logcount_predictions_loss: 0.7259 281/1816 [===>..........................] - ETA: 12:05 - loss: 1344.6767 - logits_profile_predictions_loss: 1315.4921 - logcount_predictions_loss: 0.7260 282/1816 [===>..........................] - ETA: 12:04 - loss: 1344.6929 - logits_profile_predictions_loss: 1315.5059 - logcount_predictions_loss: 0.7260 283/1816 [===>..........................] - ETA: 12:04 - loss: 1344.7079 - logits_profile_predictions_loss: 1315.5188 - logcount_predictions_loss: 0.7261 284/1816 [===>..........................] - ETA: 12:03 - loss: 1344.7249 - logits_profile_predictions_loss: 1315.5336 - logcount_predictions_loss: 0.7261 285/1816 [===>..........................] - ETA: 12:03 - loss: 1344.7420 - logits_profile_predictions_loss: 1315.5487 - logcount_predictions_loss: 0.7262 286/1816 [===>..........................] - ETA: 12:02 - loss: 1344.7573 - logits_profile_predictions_loss: 1315.5620 - logcount_predictions_loss: 0.7262 287/1816 [===>..........................] - ETA: 12:02 - loss: 1344.7714 - logits_profile_predictions_loss: 1315.5742 - logcount_predictions_loss: 0.7263 288/1816 [===>..........................] - ETA: 12:01 - loss: 1344.7825 - logits_profile_predictions_loss: 1315.5836 - logcount_predictions_loss: 0.7263 289/1816 [===>..........................] - ETA: 12:01 - loss: 1344.7949 - logits_profile_predictions_loss: 1315.5942 - logcount_predictions_loss: 0.7264 290/1816 [===>..........................] - ETA: 12:00 - loss: 1344.8075 - logits_profile_predictions_loss: 1315.6050 - logcount_predictions_loss: 0.7264 291/1816 [===>..........................] 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- logcount_predictions_loss: 0.7267 298/1816 [===>..........................] - ETA: 11:57 - loss: 1344.8897 - logits_profile_predictions_loss: 1315.6748 - logcount_predictions_loss: 0.7267 299/1816 [===>..........................] - ETA: 11:56 - loss: 1344.8948 - logits_profile_predictions_loss: 1315.6786 - logcount_predictions_loss: 0.7268 300/1816 [===>..........................] - ETA: 11:56 - loss: 1344.8978 - logits_profile_predictions_loss: 1315.6803 - logcount_predictions_loss: 0.7268 301/1816 [===>..........................] - ETA: 11:55 - loss: 1344.8987 - logits_profile_predictions_loss: 1315.6801 - logcount_predictions_loss: 0.7268 302/1816 [===>..........................] - ETA: 11:55 - loss: 1344.8986 - logits_profile_predictions_loss: 1315.6787 - logcount_predictions_loss: 0.7269 303/1816 [====>.........................] - ETA: 11:54 - loss: 1344.8978 - logits_profile_predictions_loss: 1315.6768 - logcount_predictions_loss: 0.7269 304/1816 [====>.........................] - ETA: 11:54 - loss: 1344.8963 - logits_profile_predictions_loss: 1315.6741 - logcount_predictions_loss: 0.7269 305/1816 [====>.........................] - ETA: 11:53 - loss: 1344.8929 - logits_profile_predictions_loss: 1315.6694 - logcount_predictions_loss: 0.7269 306/1816 [====>.........................] - ETA: 11:53 - loss: 1344.8924 - logits_profile_predictions_loss: 1315.6677 - logcount_predictions_loss: 0.7270 307/1816 [====>.........................] - ETA: 11:52 - loss: 1344.8910 - logits_profile_predictions_loss: 1315.6652 - logcount_predictions_loss: 0.7270 308/1816 [====>.........................] - ETA: 11:52 - loss: 1344.8917 - logits_profile_predictions_loss: 1315.6648 - logcount_predictions_loss: 0.7270 309/1816 [====>.........................] - ETA: 11:52 - loss: 1344.8909 - logits_profile_predictions_loss: 1315.6630 - logcount_predictions_loss: 0.7271 310/1816 [====>.........................] - ETA: 11:51 - loss: 1344.8914 - 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1344.8119 - logits_profile_predictions_loss: 1315.5707 - logcount_predictions_loss: 0.7274 324/1816 [====>.........................] - ETA: 11:44 - loss: 1344.8000 - logits_profile_predictions_loss: 1315.5581 - logcount_predictions_loss: 0.7274 325/1816 [====>.........................] - ETA: 11:44 - loss: 1344.7877 - logits_profile_predictions_loss: 1315.5451 - logcount_predictions_loss: 0.7274 326/1816 [====>.........................] - ETA: 11:44 - loss: 1344.7732 - logits_profile_predictions_loss: 1315.5300 - logcount_predictions_loss: 0.7274 327/1816 [====>.........................] - ETA: 11:43 - loss: 1344.7596 - logits_profile_predictions_loss: 1315.5157 - logcount_predictions_loss: 0.7275 328/1816 [====>.........................] - ETA: 11:43 - loss: 1344.7449 - logits_profile_predictions_loss: 1315.5004 - logcount_predictions_loss: 0.7275 329/1816 [====>.........................] - ETA: 11:42 - loss: 1344.7336 - logits_profile_predictions_loss: 1315.4884 - logcount_predictions_loss: 0.7275 330/1816 [====>.........................] - ETA: 11:42 - loss: 1344.7262 - logits_profile_predictions_loss: 1315.4802 - logcount_predictions_loss: 0.7275 331/1816 [====>.........................] - ETA: 11:41 - loss: 1344.7202 - logits_profile_predictions_loss: 1315.4734 - logcount_predictions_loss: 0.7275 332/1816 [====>.........................] - ETA: 11:41 - loss: 1344.7144 - logits_profile_predictions_loss: 1315.4670 - logcount_predictions_loss: 0.7275 333/1816 [====>.........................] - ETA: 11:40 - loss: 1344.7096 - logits_profile_predictions_loss: 1315.4615 - logcount_predictions_loss: 0.7276 334/1816 [====>.........................] - ETA: 11:40 - loss: 1344.7067 - logits_profile_predictions_loss: 1315.4580 - logcount_predictions_loss: 0.7276 335/1816 [====>.........................] - ETA: 11:39 - loss: 1344.7018 - logits_profile_predictions_loss: 1315.4524 - logcount_predictions_loss: 0.7276 336/1816 [====>.........................] - ETA: 11:39 - loss: 1344.6987 - logits_profile_predictions_loss: 1315.4487 - logcount_predictions_loss: 0.7276 337/1816 [====>.........................] - ETA: 11:38 - loss: 1344.6937 - logits_profile_predictions_loss: 1315.4430 - logcount_predictions_loss: 0.7276 338/1816 [====>.........................] - ETA: 11:38 - loss: 1344.6894 - logits_profile_predictions_loss: 1315.4380 - logcount_predictions_loss: 0.7276 339/1816 [====>.........................] - ETA: 11:37 - loss: 1344.6863 - logits_profile_predictions_loss: 1315.4342 - logcount_predictions_loss: 0.7277 340/1816 [====>.........................] - ETA: 11:37 - loss: 1344.6818 - logits_profile_predictions_loss: 1315.4290 - logcount_predictions_loss: 0.7277 341/1816 [====>.........................] - ETA: 11:36 - loss: 1344.6770 - logits_profile_predictions_loss: 1315.4234 - logcount_predictions_loss: 0.7277 342/1816 [====>.........................] - ETA: 11:36 - loss: 1344.6727 - logits_profile_predictions_loss: 1315.4185 - logcount_predictions_loss: 0.7277 343/1816 [====>.........................] - ETA: 11:36 - loss: 1344.6654 - logits_profile_predictions_loss: 1315.4105 - logcount_predictions_loss: 0.7277 344/1816 [====>.........................] - ETA: 11:35 - loss: 1344.6574 - logits_profile_predictions_loss: 1315.4019 - logcount_predictions_loss: 0.7277 345/1816 [====>.........................] - ETA: 11:35 - loss: 1344.6496 - logits_profile_predictions_loss: 1315.3934 - logcount_predictions_loss: 0.7278 346/1816 [====>.........................] - ETA: 11:34 - loss: 1344.6396 - logits_profile_predictions_loss: 1315.3828 - logcount_predictions_loss: 0.7278 347/1816 [====>.........................] - ETA: 11:34 - loss: 1344.6291 - logits_profile_predictions_loss: 1315.3717 - logcount_predictions_loss: 0.7278 348/1816 [====>.........................] - ETA: 11:33 - loss: 1344.6182 - logits_profile_predictions_loss: 1315.3602 - logcount_predictions_loss: 0.7278 349/1816 [====>.........................] - ETA: 11:33 - loss: 1344.6108 - logits_profile_predictions_loss: 1315.3521 - logcount_predictions_loss: 0.7278 350/1816 [====>.........................] - ETA: 11:32 - loss: 1344.6033 - logits_profile_predictions_loss: 1315.3441 - logcount_predictions_loss: 0.7278 351/1816 [====>.........................] - ETA: 11:32 - loss: 1344.5961 - logits_profile_predictions_loss: 1315.3362 - logcount_predictions_loss: 0.7278 352/1816 [====>.........................] - ETA: 11:31 - loss: 1344.5882 - logits_profile_predictions_loss: 1315.3277 - logcount_predictions_loss: 0.7279 353/1816 [====>.........................] - ETA: 11:31 - loss: 1344.5780 - logits_profile_predictions_loss: 1315.3169 - logcount_predictions_loss: 0.7279 354/1816 [====>.........................] - ETA: 11:30 - loss: 1344.5676 - logits_profile_predictions_loss: 1315.3060 - logcount_predictions_loss: 0.7279 355/1816 [====>.........................] - ETA: 11:30 - loss: 1344.5570 - logits_profile_predictions_loss: 1315.2948 - logcount_predictions_loss: 0.7279 356/1816 [====>.........................] - ETA: 11:29 - loss: 1344.5459 - logits_profile_predictions_loss: 1315.2831 - logcount_predictions_loss: 0.7279 357/1816 [====>.........................] - ETA: 11:29 - loss: 1344.5327 - logits_profile_predictions_loss: 1315.2694 - logcount_predictions_loss: 0.7279 358/1816 [====>.........................] - ETA: 11:29 - loss: 1344.5208 - logits_profile_predictions_loss: 1315.2569 - logcount_predictions_loss: 0.7279 359/1816 [====>.........................] - ETA: 11:28 - loss: 1344.5088 - logits_profile_predictions_loss: 1315.2445 - logcount_predictions_loss: 0.7280 360/1816 [====>.........................] - ETA: 11:28 - loss: 1344.4962 - logits_profile_predictions_loss: 1315.2313 - logcount_predictions_loss: 0.7280 361/1816 [====>.........................] - ETA: 11:27 - loss: 1344.4832 - logits_profile_predictions_loss: 1315.2179 - logcount_predictions_loss: 0.7280 362/1816 [====>.........................] - ETA: 11:27 - loss: 1344.4695 - logits_profile_predictions_loss: 1315.2038 - logcount_predictions_loss: 0.7280 363/1816 [====>.........................] - ETA: 11:26 - loss: 1344.4535 - logits_profile_predictions_loss: 1315.1874 - logcount_predictions_loss: 0.7280 364/1816 [=====>........................] - ETA: 11:26 - loss: 1344.4370 - logits_profile_predictions_loss: 1315.1706 - logcount_predictions_loss: 0.7280 365/1816 [=====>........................] - ETA: 11:25 - loss: 1344.4214 - logits_profile_predictions_loss: 1315.1547 - logcount_predictions_loss: 0.7280 366/1816 [=====>........................] - ETA: 11:25 - loss: 1344.4060 - logits_profile_predictions_loss: 1315.1390 - logcount_predictions_loss: 0.7280 367/1816 [=====>........................] - ETA: 11:24 - loss: 1344.3915 - logits_profile_predictions_loss: 1315.1242 - logcount_predictions_loss: 0.7280 368/1816 [=====>........................] - ETA: 11:24 - loss: 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ETA: 46s - loss: 1330.3399 - logits_profile_predictions_loss: 1301.1001 - logcount_predictions_loss: 0.7274 1719/1816 [===========================>..] - ETA: 45s - loss: 1330.3377 - logits_profile_predictions_loss: 1301.0979 - logcount_predictions_loss: 0.7274 1720/1816 [===========================>..] - ETA: 45s - loss: 1330.3356 - logits_profile_predictions_loss: 1301.0958 - logcount_predictions_loss: 0.7274 1721/1816 [===========================>..] - ETA: 44s - loss: 1330.3334 - logits_profile_predictions_loss: 1301.0937 - logcount_predictions_loss: 0.7274 1722/1816 [===========================>..] - ETA: 44s - loss: 1330.3311 - logits_profile_predictions_loss: 1301.0914 - logcount_predictions_loss: 0.7274 1723/1816 [===========================>..] - ETA: 43s - loss: 1330.3289 - logits_profile_predictions_loss: 1301.0893 - logcount_predictions_loss: 0.7274 1724/1816 [===========================>..] - ETA: 43s - loss: 1330.3267 - logits_profile_predictions_loss: 1301.0871 - logcount_predictions_loss: 0.7273 1725/1816 [===========================>..] - ETA: 43s - loss: 1330.3245 - logits_profile_predictions_loss: 1301.0849 - logcount_predictions_loss: 0.7273 1726/1816 [===========================>..] - ETA: 42s - loss: 1330.3221 - logits_profile_predictions_loss: 1301.0826 - logcount_predictions_loss: 0.7273 1727/1816 [===========================>..] - ETA: 42s - loss: 1330.3197 - logits_profile_predictions_loss: 1301.0802 - logcount_predictions_loss: 0.7273 1728/1816 [===========================>..] - ETA: 41s - loss: 1330.3174 - logits_profile_predictions_loss: 1301.0780 - logcount_predictions_loss: 0.7273 1729/1816 [===========================>..] - ETA: 41s - loss: 1330.3151 - logits_profile_predictions_loss: 1301.0757 - logcount_predictions_loss: 0.7273 1730/1816 [===========================>..] - ETA: 40s - loss: 1330.3128 - logits_profile_predictions_loss: 1301.0734 - logcount_predictions_loss: 0.7273 1731/1816 [===========================>..] - 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logcount_predictions_loss: 0.7273 1738/1816 [===========================>..] - ETA: 36s - loss: 1330.2939 - logits_profile_predictions_loss: 1301.0548 - logcount_predictions_loss: 0.7273 1739/1816 [===========================>..] - ETA: 36s - loss: 1330.2918 - logits_profile_predictions_loss: 1301.0527 - logcount_predictions_loss: 0.7273 1740/1816 [===========================>..] - ETA: 35s - loss: 1330.2897 - logits_profile_predictions_loss: 1301.0506 - logcount_predictions_loss: 0.7273 1741/1816 [===========================>..] - ETA: 35s - loss: 1330.2876 - logits_profile_predictions_loss: 1301.0486 - logcount_predictions_loss: 0.7273 1742/1816 [===========================>..] - ETA: 34s - loss: 1330.2855 - logits_profile_predictions_loss: 1301.0466 - logcount_predictions_loss: 0.7273 1743/1816 [===========================>..] - ETA: 34s - loss: 1330.2835 - logits_profile_predictions_loss: 1301.0446 - logcount_predictions_loss: 0.7273 1744/1816 [===========================>..] - 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logcount_predictions_loss: 0.7273 1751/1816 [===========================>..] - ETA: 30s - loss: 1330.2680 - logits_profile_predictions_loss: 1301.0295 - logcount_predictions_loss: 0.7273 1752/1816 [===========================>..] - ETA: 30s - loss: 1330.2663 - logits_profile_predictions_loss: 1301.0278 - logcount_predictions_loss: 0.7273 1753/1816 [===========================>..] - ETA: 29s - loss: 1330.2646 - logits_profile_predictions_loss: 1301.0261 - logcount_predictions_loss: 0.7273 1754/1816 [===========================>..] - ETA: 29s - loss: 1330.2627 - logits_profile_predictions_loss: 1301.0244 - logcount_predictions_loss: 0.7273 1755/1816 [===========================>..] - ETA: 28s - loss: 1330.2609 - logits_profile_predictions_loss: 1301.0226 - logcount_predictions_loss: 0.7273 1756/1816 [============================>.] - ETA: 28s - loss: 1330.2592 - logits_profile_predictions_loss: 1301.0209 - logcount_predictions_loss: 0.7273 1757/1816 [============================>.] - ETA: 27s - loss: 1330.2576 - logits_profile_predictions_loss: 1301.0193 - logcount_predictions_loss: 0.7273 1758/1816 [============================>.] - ETA: 27s - loss: 1330.2560 - logits_profile_predictions_loss: 1301.0179 - logcount_predictions_loss: 0.7273 1759/1816 [============================>.] - ETA: 26s - loss: 1330.2545 - logits_profile_predictions_loss: 1301.0164 - logcount_predictions_loss: 0.7273 1760/1816 [============================>.] - ETA: 26s - loss: 1330.2531 - logits_profile_predictions_loss: 1301.0150 - logcount_predictions_loss: 0.7273 1761/1816 [============================>.] - ETA: 25s - loss: 1330.2517 - logits_profile_predictions_loss: 1301.0137 - logcount_predictions_loss: 0.7273 1762/1816 [============================>.] - ETA: 25s - loss: 1330.2504 - logits_profile_predictions_loss: 1301.0124 - logcount_predictions_loss: 0.7273 1763/1816 [============================>.] - ETA: 25s - loss: 1330.2492 - logits_profile_predictions_loss: 1301.0112 - logcount_predictions_loss: 0.7273 1764/1816 [============================>.] - ETA: 24s - loss: 1330.2480 - logits_profile_predictions_loss: 1301.0101 - logcount_predictions_loss: 0.7273 1765/1816 [============================>.] - ETA: 24s - loss: 1330.2469 - logits_profile_predictions_loss: 1301.0091 - logcount_predictions_loss: 0.7273 1766/1816 [============================>.] - ETA: 23s - loss: 1330.2458 - logits_profile_predictions_loss: 1301.0081 - logcount_predictions_loss: 0.7273 1767/1816 [============================>.] - ETA: 23s - loss: 1330.2447 - logits_profile_predictions_loss: 1301.0070 - logcount_predictions_loss: 0.7273 1768/1816 [============================>.] - ETA: 22s - loss: 1330.2436 - logits_profile_predictions_loss: 1301.0060 - logcount_predictions_loss: 0.7273 1769/1816 [============================>.] - ETA: 22s - loss: 1330.2425 - logits_profile_predictions_loss: 1301.0049 - logcount_predictions_loss: 0.7273 1770/1816 [============================>.] - ETA: 21s - loss: 1330.2415 - logits_profile_predictions_loss: 1301.0040 - logcount_predictions_loss: 0.7273 1771/1816 [============================>.] - ETA: 21s - loss: 1330.2406 - logits_profile_predictions_loss: 1301.0031 - logcount_predictions_loss: 0.7273 1772/1816 [============================>.] - ETA: 20s - loss: 1330.2396 - logits_profile_predictions_loss: 1301.0022 - logcount_predictions_loss: 0.7273 1773/1816 [============================>.] - ETA: 20s - loss: 1330.2388 - logits_profile_predictions_loss: 1301.0015 - logcount_predictions_loss: 0.7273 1774/1816 [============================>.] - ETA: 19s - loss: 1330.2380 - logits_profile_predictions_loss: 1301.0007 - logcount_predictions_loss: 0.7273 1775/1816 [============================>.] - ETA: 19s - loss: 1330.2371 - logits_profile_predictions_loss: 1300.9998 - logcount_predictions_loss: 0.7273 1776/1816 [============================>.] - ETA: 18s - loss: 1330.2362 - logits_profile_predictions_loss: 1300.9990 - logcount_predictions_loss: 0.7273 1777/1816 [============================>.] - ETA: 18s - loss: 1330.2354 - logits_profile_predictions_loss: 1300.9982 - logcount_predictions_loss: 0.7273 1778/1816 [============================>.] - ETA: 17s - loss: 1330.2345 - logits_profile_predictions_loss: 1300.9974 - logcount_predictions_loss: 0.7273 1779/1816 [============================>.] - ETA: 17s - loss: 1330.2336 - logits_profile_predictions_loss: 1300.9966 - logcount_predictions_loss: 0.7273 1780/1816 [============================>.] - ETA: 17s - loss: 1330.2328 - logits_profile_predictions_loss: 1300.9958 - logcount_predictions_loss: 0.7273 1781/1816 [============================>.] - ETA: 16s - loss: 1330.2320 - logits_profile_predictions_loss: 1300.9951 - logcount_predictions_loss: 0.7273 1782/1816 [============================>.] - ETA: 16s - loss: 1330.2312 - logits_profile_predictions_loss: 1300.9944 - logcount_predictions_loss: 0.7273 1783/1816 [============================>.] - ETA: 15s - loss: 1330.2304 - logits_profile_predictions_loss: 1300.9936 - logcount_predictions_loss: 0.7273 1784/1816 [============================>.] - ETA: 15s - loss: 1330.2295 - logits_profile_predictions_loss: 1300.9928 - logcount_predictions_loss: 0.7273 1785/1816 [============================>.] - ETA: 14s - loss: 1330.2287 - logits_profile_predictions_loss: 1300.9920 - logcount_predictions_loss: 0.7273 1786/1816 [============================>.] - ETA: 14s - loss: 1330.2277 - logits_profile_predictions_loss: 1300.9911 - logcount_predictions_loss: 0.7273 1787/1816 [============================>.] - ETA: 13s - loss: 1330.2267 - logits_profile_predictions_loss: 1300.9902 - logcount_predictions_loss: 0.7273 1788/1816 [============================>.] - ETA: 13s - loss: 1330.2258 - logits_profile_predictions_loss: 1300.9893 - logcount_predictions_loss: 0.7273 1789/1816 [============================>.] - ETA: 12s - loss: 1330.2249 - logits_profile_predictions_loss: 1300.9885 - logcount_predictions_loss: 0.7273 1790/1816 [============================>.] - ETA: 12s - loss: 1330.2241 - logits_profile_predictions_loss: 1300.9877 - logcount_predictions_loss: 0.7273 1791/1816 [============================>.] - ETA: 11s - loss: 1330.2232 - logits_profile_predictions_loss: 1300.9869 - logcount_predictions_loss: 0.7273 1792/1816 [============================>.] - ETA: 11s - loss: 1330.2223 - logits_profile_predictions_loss: 1300.9861 - logcount_predictions_loss: 0.7273 1793/1816 [============================>.] - ETA: 10s - loss: 1330.2214 - logits_profile_predictions_loss: 1300.9852 - logcount_predictions_loss: 0.7273 1794/1816 [============================>.] - ETA: 10s - loss: 1330.2204 - logits_profile_predictions_loss: 1300.9843 - logcount_predictions_loss: 0.7273 1795/1816 [============================>.] - ETA: 9s - loss: 1330.2194 - logits_profile_predictions_loss: 1300.9834 - logcount_predictions_loss: 0.7273  1796/1816 [============================>.] - ETA: 9s - loss: 1330.2185 - logits_profile_predictions_loss: 1300.9825 - logcount_predictions_loss: 0.7273 1797/1816 [============================>.] - ETA: 8s - loss: 1330.2175 - logits_profile_predictions_loss: 1300.9816 - logcount_predictions_loss: 0.7273 1798/1816 [============================>.] - ETA: 8s - loss: 1330.2166 - logits_profile_predictions_loss: 1300.9807 - logcount_predictions_loss: 0.7273 1799/1816 [============================>.] - ETA: 8s - loss: 1330.2157 - logits_profile_predictions_loss: 1300.9799 - logcount_predictions_loss: 0.7273 1800/1816 [============================>.] - ETA: 7s - loss: 1330.2147 - logits_profile_predictions_loss: 1300.9790 - logcount_predictions_loss: 0.7273 1801/1816 [============================>.] - ETA: 7s - loss: 1330.2138 - logits_profile_predictions_loss: 1300.9781 - logcount_predictions_loss: 0.7272 1802/1816 [============================>.] - ETA: 6s - loss: 1330.2128 - logits_profile_predictions_loss: 1300.9772 - logcount_predictions_loss: 0.7272 1803/1816 [============================>.] - ETA: 6s - loss: 1330.2119 - logits_profile_predictions_loss: 1300.9764 - logcount_predictions_loss: 0.7272 1804/1816 [============================>.] - ETA: 5s - loss: 1330.2109 - logits_profile_predictions_loss: 1300.9755 - logcount_predictions_loss: 0.7272 1805/1816 [============================>.] - ETA: 5s - loss: 1330.2099 - logits_profile_predictions_loss: 1300.9744 - logcount_predictions_loss: 0.7272 1806/1816 [============================>.] - ETA: 4s - loss: 1330.2088 - logits_profile_predictions_loss: 1300.9735 - logcount_predictions_loss: 0.7272 1807/1816 [============================>.] - ETA: 4s - loss: 1330.2078 - logits_profile_predictions_loss: 1300.9725 - logcount_predictions_loss: 0.7272 1808/1816 [============================>.] - ETA: 3s - loss: 1330.2068 - logits_profile_predictions_loss: 1300.9716 - logcount_predictions_loss: 0.7272 1809/1816 [============================>.] - ETA: 3s - loss: 1330.2058 - logits_profile_predictions_loss: 1300.9706 - logcount_predictions_loss: 0.7272 1810/1816 [============================>.] - ETA: 2s - loss: 1330.2048 - logits_profile_predictions_loss: 1300.9696 - logcount_predictions_loss: 0.7272 1811/1816 [============================>.] - ETA: 2s - loss: 1330.2038 - logits_profile_predictions_loss: 1300.9687 - logcount_predictions_loss: 0.7272 1812/1816 [============================>.] - ETA: 1s - loss: 1330.2026 - logits_profile_predictions_loss: 1300.9676 - logcount_predictions_loss: 0.7272 1813/1816 [============================>.] - ETA: 1s - loss: 1330.2015 - logits_profile_predictions_loss: 1300.9665 - logcount_predictions_loss: 0.7272 1814/1816 [============================>.] - ETA: 0s - loss: 1330.2004 - logits_profile_predictions_loss: 1300.9654 - logcount_predictions_loss: 0.7272 1815/1816 [============================>.] - ETA: 0s - loss: 1330.1992 - logits_profile_predictions_loss: 1300.9643 - logcount_predictions_loss: 0.7272 1816/1816 [==============================] - ETA: 0s - loss: 1330.1980 - logits_profile_predictions_loss: 1300.9631 - logcount_predictions_loss: 0.7272 1816/1816 [==============================] - 888s 489ms/step - loss: 1330.1967 - logits_profile_predictions_loss: 1300.9620 - logcount_predictions_loss: 0.7272 - val_loss: 1651.8770 - val_logits_profile_predictions_loss: 1617.7512 - val_logcount_predictions_loss: 0.8489 Epoch 00020: val_loss did not improve from 1616.79260 Restoring model weights from the end of the best epoch. Epoch 00020: early stopping save model save model without bias 2023-01-19_04-22-08: 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//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//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/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(24239, 10) loading nonpeaks... got split:test for bed regions:(23757, 10) 0/188 100/188 2023-01-19_04-26-10: 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//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//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/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(24239, 10) loading nonpeaks... got split:test for bed regions:(23757, 10) 0/188 100/188 2023-01-19_04-29-38: 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//ENCSR250GDW//preprocessing/bigWigs/ENCSR250GDW.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//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/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(24239, 10) loading nonpeaks... got split:test for bed regions:(23757, 10) 0/188 100/188 2023-01-19_04-31-12: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//footprints 2023-01-19_04-31-12: 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/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//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 1/26 [>.............................] - ETA: 3:23 3/26 [==>...........................] - ETA: 14s  4/26 [===>..........................] - ETA: 18s 5/26 [====>.........................] - ETA: 19s 6/26 [=====>........................] - ETA: 19s 7/26 [=======>......................] - ETA: 19s 8/26 [========>.....................] - ETA: 19s 9/26 [=========>....................] - ETA: 18s 10/26 [==========>...................] - ETA: 17s 11/26 [===========>..................] - ETA: 16s 12/26 [============>.................] - ETA: 15s 13/26 [==============>...............] - ETA: 14s 14/26 [===============>..............] - ETA: 13s 15/26 [================>.............] - ETA: 12s 16/26 [=================>............] - ETA: 11s 17/26 [==================>...........] - ETA: 10s 18/26 [===================>..........] - ETA: 9s  19/26 [====================>.........] - ETA: 8s 20/26 [======================>.......] - ETA: 7s 21/26 [=======================>......] - ETA: 5s 22/26 [========================>.....] - ETA: 4s 23/26 [=========================>....] - ETA: 3s 24/26 [==========================>...] - ETA: 2s 25/26 [===========================>..] - ETA: 1s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 43s 1s/step 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 30s 3/26 [==>...........................] - ETA: 28s 4/26 [===>..........................] - ETA: 27s 5/26 [====>.........................] - ETA: 26s 6/26 [=====>........................] - ETA: 24s 7/26 [=======>......................] - ETA: 23s 8/26 [========>.....................] - ETA: 22s 9/26 [=========>....................] - ETA: 21s 10/26 [==========>...................] - ETA: 19s 11/26 [===========>..................] - ETA: 18s 12/26 [============>.................] - ETA: 17s 13/26 [==============>...............] - ETA: 16s 14/26 [===============>..............] - ETA: 14s 15/26 [================>.............] - ETA: 13s 16/26 [=================>............] - ETA: 12s 17/26 [==================>...........] - ETA: 11s 18/26 [===================>..........] - ETA: 9s  19/26 [====================>.........] - ETA: 8s 20/26 [======================>.......] - ETA: 7s 21/26 [=======================>......] - ETA: 6s 22/26 [========================>.....] - ETA: 4s 23/26 [=========================>....] - ETA: 3s 24/26 [==========================>...] - ETA: 2s 25/26 [===========================>..] - ETA: 1s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 32s 1s/step inserting motif: dnase_2 TGTACTTACGAA 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 29s 3/26 [==>...........................] - ETA: 28s 4/26 [===>..........................] - ETA: 27s 5/26 [====>.........................] - ETA: 26s 6/26 [=====>........................] - ETA: 25s 7/26 [=======>......................] - ETA: 23s 8/26 [========>.....................] - ETA: 22s 9/26 [=========>....................] - ETA: 21s 10/26 [==========>...................] - ETA: 20s 11/26 [===========>..................] - ETA: 18s 12/26 [============>.................] - ETA: 17s 13/26 [==============>...............] - ETA: 16s 14/26 [===============>..............] - ETA: 15s 15/26 [================>.............] - ETA: 13s 16/26 [=================>............] - ETA: 12s 17/26 [==================>...........] - ETA: 11s 18/26 [===================>..........] - ETA: 10s 19/26 [====================>.........] - ETA: 8s  20/26 [======================>.......] - ETA: 7s 21/26 [=======================>......] - ETA: 6s 22/26 [========================>.....] - ETA: 5s 23/26 [=========================>....] - ETA: 3s 24/26 [==========================>...] - ETA: 2s 25/26 [===========================>..] - ETA: 1s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 32s 1s/step 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 30s 3/26 [==>...........................] - ETA: 28s 4/26 [===>..........................] - ETA: 27s 5/26 [====>.........................] - ETA: 26s 6/26 [=====>........................] - ETA: 25s 7/26 [=======>......................] - ETA: 23s 8/26 [========>.....................] - ETA: 22s 9/26 [=========>....................] - ETA: 21s 10/26 [==========>...................] - ETA: 20s 11/26 [===========>..................] - ETA: 18s 12/26 [============>.................] - ETA: 17s 13/26 [==============>...............] - ETA: 16s 14/26 [===============>..............] - ETA: 15s 15/26 [================>.............] - ETA: 13s 16/26 [=================>............] - ETA: 12s 17/26 [==================>...........] - ETA: 11s 18/26 [===================>..........] - ETA: 10s 19/26 [====================>.........] - ETA: 8s  20/26 [======================>.......] - ETA: 7s 21/26 [=======================>......] - ETA: 6s 22/26 [========================>.....] - ETA: 5s 23/26 [=========================>....] - ETA: 3s 24/26 [==========================>...] - ETA: 2s 25/26 [===========================>..] - ETA: 1s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 32s 1s/step Saving marginal footprints 2023-01-19_04-33-45: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//footprints 2023-01-19_04-33-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//chrombppnet_model_encsr283tme_bias_fold_2//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR250GDW//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 1/26 [>.............................] - ETA: 59s 3/26 [==>...........................] - ETA: 1s  4/26 [===>..........................] - ETA: 1s 5/26 [====>.........................] - ETA: 1s 6/26 [=====>........................] - ETA: 1s 7/26 [=======>......................] - ETA: 1s 8/26 [========>.....................] - ETA: 1s 9/26 [=========>....................] - ETA: 1s 10/26 [==========>...................] - ETA: 1s 11/26 [===========>..................] - ETA: 1s 12/26 [============>.................] - ETA: 1s 13/26 [==============>...............] - ETA: 1s 14/26 [===============>..............] - ETA: 1s 15/26 [================>.............] - ETA: 0s 16/26 [=================>............] - ETA: 0s 17/26 [==================>...........] - ETA: 0s 18/26 [===================>..........] - ETA: 0s 19/26 [====================>.........] - ETA: 0s 20/26 [======================>.......] - ETA: 0s 21/26 [=======================>......] - ETA: 0s 22/26 [========================>.....] - ETA: 0s 23/26 [=========================>....] - ETA: 0s 24/26 [==========================>...] - ETA: 0s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 5s 103ms/step 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 2s 3/26 [==>...........................] - ETA: 2s 4/26 [===>..........................] - ETA: 1s 5/26 [====>.........................] - ETA: 1s 6/26 [=====>........................] - ETA: 1s 7/26 [=======>......................] - ETA: 1s 8/26 [========>.....................] - ETA: 1s 9/26 [=========>....................] - ETA: 1s 10/26 [==========>...................] - ETA: 1s 11/26 [===========>..................] - ETA: 1s 12/26 [============>.................] - ETA: 1s 13/26 [==============>...............] - ETA: 1s 14/26 [===============>..............] - ETA: 1s 15/26 [================>.............] - ETA: 0s 16/26 [=================>............] - ETA: 0s 17/26 [==================>...........] - ETA: 0s 18/26 [===================>..........] - ETA: 0s 19/26 [====================>.........] - ETA: 0s 20/26 [======================>.......] - ETA: 0s 21/26 [=======================>......] - ETA: 0s 22/26 [========================>.....] - ETA: 0s 23/26 [=========================>....] - ETA: 0s 24/26 [==========================>...] - ETA: 0s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 2s 92ms/step inserting motif: dnase_2 TGTACTTACGAA 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 2s 3/26 [==>...........................] - ETA: 2s 4/26 [===>..........................] - ETA: 1s 5/26 [====>.........................] - ETA: 1s 6/26 [=====>........................] - ETA: 1s 7/26 [=======>......................] - ETA: 1s 8/26 [========>.....................] - ETA: 1s 9/26 [=========>....................] - ETA: 1s 10/26 [==========>...................] - ETA: 1s 11/26 [===========>..................] - ETA: 1s 12/26 [============>.................] - ETA: 1s 13/26 [==============>...............] - ETA: 1s 14/26 [===============>..............] - ETA: 1s 15/26 [================>.............] - ETA: 0s 16/26 [=================>............] - ETA: 0s 17/26 [==================>...........] - ETA: 0s 18/26 [===================>..........] - ETA: 0s 19/26 [====================>.........] - ETA: 0s 20/26 [======================>.......] - ETA: 0s 21/26 [=======================>......] - ETA: 0s 22/26 [========================>.....] - ETA: 0s 23/26 [=========================>....] - ETA: 0s 24/26 [==========================>...] - ETA: 0s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 2s 92ms/step 1/26 [>.............................] - ETA: 0s 2/26 [=>............................] - ETA: 2s 3/26 [==>...........................] - ETA: 2s 4/26 [===>..........................] - ETA: 1s 5/26 [====>.........................] - ETA: 1s 6/26 [=====>........................] - ETA: 1s 7/26 [=======>......................] - ETA: 1s 8/26 [========>.....................] - ETA: 1s 9/26 [=========>....................] - ETA: 1s 10/26 [==========>...................] - ETA: 1s 11/26 [===========>..................] - ETA: 1s 12/26 [============>.................] - ETA: 1s 13/26 [==============>...............] - ETA: 1s 14/26 [===============>..............] - ETA: 1s 15/26 [================>.............] - ETA: 0s 16/26 [=================>............] - ETA: 0s 17/26 [==================>...........] - ETA: 0s 18/26 [===================>..........] - ETA: 0s 19/26 [====================>.........] - ETA: 0s 20/26 [======================>.......] - ETA: 0s 21/26 [=======================>......] - ETA: 0s 22/26 [========================>.....] - ETA: 0s 23/26 [=========================>....] - ETA: 0s 24/26 [==========================>...] - ETA: 0s 25/26 [===========================>..] - ETA: 0s 26/26 [==============================] - ETA: 0s 26/26 [==============================] - 2s 93ms/step Saving marginal footprints