ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Fri Sep 23 16:50:45 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA TITAN V On | 00000000:05:00.0 Off | N/A | | 47% 56C P8 35W / 250W | 0MiB / 12288MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-23_16-50-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR248ZAC//preprocessing/bigWigs/ENCSR248ZAC.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR248ZAC//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR248ZAC//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 65267 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 65267 Number of peaks input: 16197 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 16197 Number of non peaks input: 65334 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 65334 Number of non peaks input: 16129 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 16129 Number of peaks after removing outliers: 64547 Number of nonpeaks after removing outliers: 57291 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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1788/1791 [============================>.] - ETA: 0s 1791/1791 [==============================] - ETA: 0s 1791/1791 [==============================] - 24s 9ms/step 2022-09-23_16-53-39: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR248ZAC//preprocessing/bigWigs/ENCSR248ZAC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '7.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(56242, 10) loading nonpeaks... got split:train for bed regions:(50509, 10) loading peaks... got split:valid for bed regions:(8305, 10) loading nonpeaks... got split:valid for bed regions:(6782, 10) Epoch 1/50 1/967 [..............................] - ETA: 2:26:31 - loss: 345.5131 - logits_profile_predictions_loss: 324.5628 - logcount_predictions_loss: 2.7566 2/967 [..............................] - ETA: 9:08 - loss: 15622.2751 - logits_profile_predictions_loss: 314.8549 - logcount_predictions_loss: 2014.1344 3/967 [..............................] - ETA: 9:06 - loss: 17315.0910 - logits_profile_predictions_loss: 309.8549 - logcount_predictions_loss: 2237.5313 4/967 [..............................] - ETA: 9:04 - loss: 16886.7479 - logits_profile_predictions_loss: 306.1429 - logcount_predictions_loss: 2181.6587 5/967 [..............................] - ETA: 9:03 - loss: 16015.2319 - logits_profile_predictions_loss: 300.9943 - logcount_predictions_loss: 2067.6629 6/967 [..............................] - ETA: 9:03 - loss: 15093.0202 - logits_profile_predictions_loss: 296.1363 - logcount_predictions_loss: 1946.9585 7/967 [..............................] - ETA: 9:02 - loss: 14226.6715 - logits_profile_predictions_loss: 292.9056 - logcount_predictions_loss: 1833.3903 8/967 [..............................] - ETA: 9:02 - loss: 13439.8354 - logits_profile_predictions_loss: 289.9262 - logcount_predictions_loss: 1730.2513 9/967 [..............................] - ETA: 9:01 - loss: 12732.9430 - logits_profile_predictions_loss: 287.0696 - logcount_predictions_loss: 1637.6150 10/967 [..............................] - ETA: 9:00 - loss: 12099.5498 - logits_profile_predictions_loss: 284.8041 - logcount_predictions_loss: 1554.5719 11/967 [..............................] - ETA: 9:00 - loss: 11530.7377 - logits_profile_predictions_loss: 282.8843 - logcount_predictions_loss: 1479.9807 12/967 [..............................] - ETA: 8:59 - loss: 11018.1927 - logits_profile_predictions_loss: 281.3302 - 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logcount_predictions_loss: 55.6691 964/967 [============================>.] - ETA: 1s - loss: 672.4613 - logits_profile_predictions_loss: 249.7396 - logcount_predictions_loss: 55.6213 965/967 [============================>.] - ETA: 1s - loss: 672.0932 - logits_profile_predictions_loss: 249.7348 - logcount_predictions_loss: 55.5735 966/967 [============================>.] - ETA: 0s - loss: 671.7259 - logits_profile_predictions_loss: 249.7299 - logcount_predictions_loss: 55.5258 967/967 [==============================] - ETA: 0s - loss: 671.3593 - logits_profile_predictions_loss: 249.7251 - logcount_predictions_loss: 55.4782 967/967 [==============================] - 604s 616ms/step - loss: 670.9934 - logits_profile_predictions_loss: 249.7203 - logcount_predictions_loss: 55.4307 - val_loss: 279.8128 - val_logits_profile_predictions_loss: 274.9577 - val_logcount_predictions_loss: 0.6388 Epoch 00001: val_loss improved from inf to 279.81284, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/967 [..............................] - ETA: 9:20 - loss: 289.7031 - logits_profile_predictions_loss: 285.2289 - logcount_predictions_loss: 0.5887 2/967 [..............................] - ETA: 9:04 - loss: 280.0598 - logits_profile_predictions_loss: 275.7265 - logcount_predictions_loss: 0.5702 3/967 [..............................] - ETA: 9:04 - loss: 273.8878 - logits_profile_predictions_loss: 269.4379 - logcount_predictions_loss: 0.5855 4/967 [..............................] - ETA: 9:03 - loss: 268.3507 - logits_profile_predictions_loss: 263.8309 - logcount_predictions_loss: 0.5947 5/967 [..............................] - ETA: 9:03 - loss: 265.2250 - logits_profile_predictions_loss: 260.5795 - logcount_predictions_loss: 0.6113 6/967 [..............................] - ETA: 9:02 - loss: 264.6865 - logits_profile_predictions_loss: 259.9109 - 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[..............................] - ETA: 8:55 - loss: 256.2247 - logits_profile_predictions_loss: 250.7824 - logcount_predictions_loss: 0.7161 21/967 [..............................] - ETA: 8:54 - loss: 255.8919 - logits_profile_predictions_loss: 250.4469 - logcount_predictions_loss: 0.7164 22/967 [..............................] - ETA: 8:53 - loss: 255.6214 - logits_profile_predictions_loss: 250.1721 - logcount_predictions_loss: 0.7170 23/967 [..............................] - ETA: 8:53 - loss: 255.4292 - logits_profile_predictions_loss: 249.9763 - logcount_predictions_loss: 0.7175 24/967 [..............................] - ETA: 8:52 - loss: 255.2656 - logits_profile_predictions_loss: 249.8086 - logcount_predictions_loss: 0.7180 25/967 [..............................] - ETA: 8:52 - loss: 255.0469 - logits_profile_predictions_loss: 249.5875 - logcount_predictions_loss: 0.7183 26/967 [..............................] - ETA: 8:51 - loss: 254.8049 - logits_profile_predictions_loss: 249.3447 - logcount_predictions_loss: 0.7184 27/967 [..............................] - ETA: 8:51 - loss: 254.5910 - logits_profile_predictions_loss: 249.1312 - logcount_predictions_loss: 0.7184 28/967 [..............................] - ETA: 8:50 - loss: 254.3625 - logits_profile_predictions_loss: 248.9050 - logcount_predictions_loss: 0.7181 29/967 [..............................] - ETA: 8:50 - loss: 254.1325 - logits_profile_predictions_loss: 248.6782 - logcount_predictions_loss: 0.7177 30/967 [..............................] - ETA: 8:49 - loss: 253.8835 - logits_profile_predictions_loss: 248.4330 - logcount_predictions_loss: 0.7172 31/967 [..............................] - ETA: 8:48 - loss: 253.6723 - logits_profile_predictions_loss: 248.2248 - logcount_predictions_loss: 0.7168 32/967 [..............................] - ETA: 8:48 - loss: 253.4634 - logits_profile_predictions_loss: 248.0206 - logcount_predictions_loss: 0.7162 33/967 [>.............................] - ETA: 8:47 - loss: 253.2784 - 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[..............................] - ETA: 9:00 - loss: 223.7463 - logits_profile_predictions_loss: 219.8164 - logcount_predictions_loss: 0.5171 10/967 [..............................] - ETA: 9:00 - loss: 224.2004 - logits_profile_predictions_loss: 220.2847 - logcount_predictions_loss: 0.5152 11/967 [..............................] - ETA: 8:59 - loss: 224.8069 - logits_profile_predictions_loss: 220.9059 - logcount_predictions_loss: 0.5133 12/967 [..............................] - ETA: 8:59 - loss: 225.4366 - logits_profile_predictions_loss: 221.5477 - logcount_predictions_loss: 0.5117 13/967 [..............................] - ETA: 8:58 - loss: 225.8621 - logits_profile_predictions_loss: 221.9817 - logcount_predictions_loss: 0.5106 14/967 [..............................] - ETA: 8:58 - loss: 226.1055 - logits_profile_predictions_loss: 222.2341 - logcount_predictions_loss: 0.5094 15/967 [..............................] - ETA: 8:57 - loss: 226.2671 - logits_profile_predictions_loss: 222.4052 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[..............................] - ETA: 8:49 - loss: 228.0576 - logits_profile_predictions_loss: 224.2420 - logcount_predictions_loss: 0.5020 30/967 [..............................] - ETA: 8:49 - loss: 228.1230 - logits_profile_predictions_loss: 224.3047 - logcount_predictions_loss: 0.5024 31/967 [..............................] - ETA: 8:48 - loss: 228.2004 - logits_profile_predictions_loss: 224.3797 - logcount_predictions_loss: 0.5027 32/967 [..............................] - ETA: 8:48 - loss: 228.2473 - logits_profile_predictions_loss: 224.4244 - logcount_predictions_loss: 0.5030 33/967 [>.............................] - ETA: 8:47 - loss: 228.2539 - logits_profile_predictions_loss: 224.4301 - logcount_predictions_loss: 0.5031 34/967 [>.............................] - ETA: 8:46 - loss: 228.2583 - logits_profile_predictions_loss: 224.4333 - logcount_predictions_loss: 0.5033 35/967 [>.............................] - ETA: 8:46 - loss: 228.2681 - logits_profile_predictions_loss: 224.4419 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[>.............................] - ETA: 8:38 - loss: 228.7445 - logits_profile_predictions_loss: 224.8881 - logcount_predictions_loss: 0.5074 50/967 [>.............................] - ETA: 8:38 - loss: 228.7721 - logits_profile_predictions_loss: 224.9138 - logcount_predictions_loss: 0.5077 51/967 [>.............................] - ETA: 8:37 - loss: 228.7935 - logits_profile_predictions_loss: 224.9336 - logcount_predictions_loss: 0.5079 52/967 [>.............................] - ETA: 8:37 - loss: 228.8208 - logits_profile_predictions_loss: 224.9594 - logcount_predictions_loss: 0.5081 53/967 [>.............................] - ETA: 8:36 - loss: 228.8537 - logits_profile_predictions_loss: 224.9908 - logcount_predictions_loss: 0.5083 54/967 [>.............................] - ETA: 8:36 - loss: 228.8984 - logits_profile_predictions_loss: 225.0340 - logcount_predictions_loss: 0.5085 55/967 [>.............................] - ETA: 8:36 - loss: 228.9389 - logits_profile_predictions_loss: 225.0729 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[=>............................] - ETA: 8:31 - loss: 229.4506 - logits_profile_predictions_loss: 225.5584 - logcount_predictions_loss: 0.5121 70/967 [=>............................] - ETA: 8:31 - loss: 229.4806 - logits_profile_predictions_loss: 225.5863 - logcount_predictions_loss: 0.5124 71/967 [=>............................] - ETA: 8:31 - loss: 229.5088 - logits_profile_predictions_loss: 225.6127 - logcount_predictions_loss: 0.5126 72/967 [=>............................] - ETA: 8:30 - loss: 229.5392 - logits_profile_predictions_loss: 225.6413 - logcount_predictions_loss: 0.5129 73/967 [=>............................] - ETA: 8:30 - loss: 229.5657 - logits_profile_predictions_loss: 225.6662 - logcount_predictions_loss: 0.5131 74/967 [=>............................] - ETA: 8:30 - loss: 229.5939 - logits_profile_predictions_loss: 225.6926 - logcount_predictions_loss: 0.5133 75/967 [=>............................] - ETA: 8:29 - loss: 229.6276 - logits_profile_predictions_loss: 225.7247 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logits_profile_predictions_loss: 227.7824 - logcount_predictions_loss: 0.5221 962/967 [============================>.] - ETA: 2s - loss: 231.7502 - logits_profile_predictions_loss: 227.7827 - logcount_predictions_loss: 0.5220 963/967 [============================>.] - ETA: 2s - loss: 231.7504 - logits_profile_predictions_loss: 227.7830 - logcount_predictions_loss: 0.5220 964/967 [============================>.] - ETA: 1s - loss: 231.7507 - logits_profile_predictions_loss: 227.7833 - logcount_predictions_loss: 0.5220 965/967 [============================>.] - ETA: 1s - loss: 231.7509 - logits_profile_predictions_loss: 227.7836 - logcount_predictions_loss: 0.5220 966/967 [============================>.] - ETA: 0s - loss: 231.7511 - logits_profile_predictions_loss: 227.7839 - logcount_predictions_loss: 0.5220 967/967 [==============================] - ETA: 0s - loss: 231.7513 - logits_profile_predictions_loss: 227.7842 - logcount_predictions_loss: 0.5220 967/967 [==============================] - 601s 622ms/step - loss: 231.7515 - logits_profile_predictions_loss: 227.7844 - logcount_predictions_loss: 0.5220 - val_loss: 263.0465 - val_logits_profile_predictions_loss: 258.4911 - val_logcount_predictions_loss: 0.5994 Epoch 00003: val_loss improved from 265.98013 to 263.04654, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 4/50 1/967 [..............................] - ETA: 9:27 - loss: 222.1855 - logits_profile_predictions_loss: 218.8088 - logcount_predictions_loss: 0.4443 2/967 [..............................] - ETA: 9:04 - loss: 226.2678 - logits_profile_predictions_loss: 222.5834 - logcount_predictions_loss: 0.4848 3/967 [..............................] - ETA: 9:04 - loss: 226.2474 - logits_profile_predictions_loss: 222.4361 - logcount_predictions_loss: 0.5015 4/967 [..............................] - ETA: 9:03 - loss: 228.2981 - logits_profile_predictions_loss: 224.2832 - logcount_predictions_loss: 0.5283 5/967 [..............................] - ETA: 9:03 - loss: 228.6333 - logits_profile_predictions_loss: 224.5014 - logcount_predictions_loss: 0.5437 6/967 [..............................] - ETA: 9:02 - loss: 228.4571 - logits_profile_predictions_loss: 224.2869 - logcount_predictions_loss: 0.5487 7/967 [..............................] - ETA: 9:02 - loss: 228.3042 - logits_profile_predictions_loss: 224.1171 - logcount_predictions_loss: 0.5509 8/967 [..............................] - ETA: 9:01 - loss: 228.3229 - logits_profile_predictions_loss: 224.1369 - logcount_predictions_loss: 0.5508 9/967 [..............................] - ETA: 9:01 - loss: 228.4807 - logits_profile_predictions_loss: 224.2845 - logcount_predictions_loss: 0.5521 10/967 [..............................] - ETA: 9:00 - loss: 228.6875 - logits_profile_predictions_loss: 224.4920 - logcount_predictions_loss: 0.5520 11/967 [..............................] - ETA: 9:00 - loss: 229.0193 - logits_profile_predictions_loss: 224.8188 - logcount_predictions_loss: 0.5527 12/967 [..............................] - ETA: 8:59 - loss: 229.3611 - logits_profile_predictions_loss: 225.1582 - logcount_predictions_loss: 0.5530 13/967 [..............................] - ETA: 8:58 - loss: 229.6151 - logits_profile_predictions_loss: 225.4142 - logcount_predictions_loss: 0.5527 14/967 [..............................] - ETA: 8:58 - loss: 229.8020 - logits_profile_predictions_loss: 225.6089 - logcount_predictions_loss: 0.5517 15/967 [..............................] - ETA: 8:57 - loss: 229.8933 - logits_profile_predictions_loss: 225.7094 - logcount_predictions_loss: 0.5505 16/967 [..............................] - ETA: 8:57 - loss: 229.9818 - logits_profile_predictions_loss: 225.8085 - logcount_predictions_loss: 0.5491 17/967 [..............................] - ETA: 8:56 - loss: 229.9736 - logits_profile_predictions_loss: 225.8105 - logcount_predictions_loss: 0.5478 18/967 [..............................] - ETA: 8:56 - loss: 229.9853 - logits_profile_predictions_loss: 225.8335 - logcount_predictions_loss: 0.5463 19/967 [..............................] - ETA: 8:55 - loss: 229.9223 - logits_profile_predictions_loss: 225.7813 - logcount_predictions_loss: 0.5449 20/967 [..............................] - ETA: 8:54 - loss: 229.8867 - logits_profile_predictions_loss: 225.7582 - logcount_predictions_loss: 0.5432 21/967 [..............................] - ETA: 8:54 - loss: 229.8525 - logits_profile_predictions_loss: 225.7327 - logcount_predictions_loss: 0.5421 22/967 [..............................] - ETA: 8:53 - loss: 229.7795 - logits_profile_predictions_loss: 225.6668 - logcount_predictions_loss: 0.5411 23/967 [..............................] - ETA: 8:53 - loss: 229.7117 - logits_profile_predictions_loss: 225.6067 - logcount_predictions_loss: 0.5401 24/967 [..............................] - ETA: 8:52 - loss: 229.6717 - logits_profile_predictions_loss: 225.5752 - logcount_predictions_loss: 0.5390 25/967 [..............................] - ETA: 8:52 - loss: 229.6046 - logits_profile_predictions_loss: 225.5167 - logcount_predictions_loss: 0.5379 26/967 [..............................] - ETA: 8:51 - loss: 229.5172 - logits_profile_predictions_loss: 225.4380 - logcount_predictions_loss: 0.5367 27/967 [..............................] - ETA: 8:51 - loss: 229.4665 - logits_profile_predictions_loss: 225.3953 - logcount_predictions_loss: 0.5357 28/967 [..............................] - ETA: 8:50 - loss: 229.4259 - logits_profile_predictions_loss: 225.3628 - logcount_predictions_loss: 0.5346 29/967 [..............................] - ETA: 8:49 - loss: 229.4047 - logits_profile_predictions_loss: 225.3491 - logcount_predictions_loss: 0.5336 30/967 [..............................] - ETA: 8:49 - loss: 229.3747 - logits_profile_predictions_loss: 225.3263 - logcount_predictions_loss: 0.5327 31/967 [..............................] - ETA: 8:48 - loss: 229.3427 - logits_profile_predictions_loss: 225.3009 - logcount_predictions_loss: 0.5318 32/967 [..............................] - ETA: 8:48 - loss: 229.3398 - logits_profile_predictions_loss: 225.3050 - logcount_predictions_loss: 0.5309 33/967 [>.............................] - ETA: 8:47 - loss: 229.3372 - logits_profile_predictions_loss: 225.3096 - logcount_predictions_loss: 0.5299 34/967 [>.............................] - ETA: 8:47 - loss: 229.3218 - logits_profile_predictions_loss: 225.3016 - logcount_predictions_loss: 0.5290 35/967 [>.............................] - ETA: 8:46 - loss: 229.3170 - logits_profile_predictions_loss: 225.3036 - logcount_predictions_loss: 0.5281 36/967 [>.............................] - ETA: 8:45 - loss: 229.3100 - logits_profile_predictions_loss: 225.3021 - logcount_predictions_loss: 0.5274 37/967 [>.............................] - ETA: 8:45 - loss: 229.3156 - logits_profile_predictions_loss: 225.3128 - logcount_predictions_loss: 0.5267 38/967 [>.............................] - ETA: 8:44 - loss: 229.3237 - logits_profile_predictions_loss: 225.3262 - logcount_predictions_loss: 0.5260 39/967 [>.............................] - ETA: 8:44 - loss: 229.3549 - logits_profile_predictions_loss: 225.3631 - logcount_predictions_loss: 0.5252 40/967 [>.............................] - ETA: 8:43 - loss: 229.3923 - logits_profile_predictions_loss: 225.4049 - logcount_predictions_loss: 0.5247 41/967 [>.............................] - ETA: 8:43 - loss: 229.4129 - logits_profile_predictions_loss: 225.4298 - logcount_predictions_loss: 0.5241 42/967 [>.............................] - ETA: 8:42 - loss: 229.4308 - logits_profile_predictions_loss: 225.4515 - logcount_predictions_loss: 0.5236 43/967 [>.............................] - ETA: 8:41 - loss: 229.4485 - logits_profile_predictions_loss: 225.4726 - logcount_predictions_loss: 0.5231 44/967 [>.............................] - ETA: 8:41 - loss: 229.4566 - logits_profile_predictions_loss: 225.4839 - logcount_predictions_loss: 0.5227 45/967 [>.............................] - ETA: 8:40 - loss: 229.4594 - logits_profile_predictions_loss: 225.4907 - logcount_predictions_loss: 0.5222 46/967 [>.............................] - ETA: 8:40 - loss: 229.4599 - logits_profile_predictions_loss: 225.4952 - logcount_predictions_loss: 0.5217 47/967 [>.............................] - ETA: 8:39 - loss: 229.4383 - logits_profile_predictions_loss: 225.4778 - logcount_predictions_loss: 0.5211 48/967 [>.............................] - ETA: 8:39 - loss: 229.4135 - logits_profile_predictions_loss: 225.4571 - logcount_predictions_loss: 0.5206 49/967 [>.............................] - ETA: 8:39 - loss: 229.3880 - logits_profile_predictions_loss: 225.4354 - logcount_predictions_loss: 0.5201 50/967 [>.............................] - ETA: 8:38 - loss: 229.3673 - logits_profile_predictions_loss: 225.4185 - logcount_predictions_loss: 0.5196 51/967 [>.............................] - ETA: 8:38 - loss: 229.3616 - logits_profile_predictions_loss: 225.4162 - logcount_predictions_loss: 0.5191 52/967 [>.............................] - ETA: 8:38 - loss: 229.3568 - logits_profile_predictions_loss: 225.4149 - logcount_predictions_loss: 0.5187 53/967 [>.............................] - ETA: 8:37 - loss: 229.3548 - logits_profile_predictions_loss: 225.4165 - logcount_predictions_loss: 0.5182 54/967 [>.............................] - ETA: 8:37 - loss: 229.3552 - logits_profile_predictions_loss: 225.4199 - logcount_predictions_loss: 0.5178 55/967 [>.............................] - ETA: 8:37 - loss: 229.3551 - logits_profile_predictions_loss: 225.4225 - logcount_predictions_loss: 0.5174 56/967 [>.............................] - ETA: 8:36 - loss: 229.3580 - logits_profile_predictions_loss: 225.4279 - logcount_predictions_loss: 0.5171 57/967 [>.............................] - ETA: 8:36 - loss: 229.3543 - logits_profile_predictions_loss: 225.4270 - logcount_predictions_loss: 0.5167 58/967 [>.............................] - ETA: 8:35 - loss: 229.3620 - logits_profile_predictions_loss: 225.4371 - logcount_predictions_loss: 0.5164 59/967 [>.............................] - ETA: 8:35 - loss: 229.3761 - logits_profile_predictions_loss: 225.4533 - logcount_predictions_loss: 0.5162 60/967 [>.............................] - ETA: 8:35 - loss: 229.3917 - logits_profile_predictions_loss: 225.4706 - logcount_predictions_loss: 0.5159 61/967 [>.............................] - ETA: 8:35 - loss: 229.4133 - logits_profile_predictions_loss: 225.4944 - logcount_predictions_loss: 0.5156 62/967 [>.............................] - ETA: 8:34 - loss: 229.4343 - logits_profile_predictions_loss: 225.5176 - logcount_predictions_loss: 0.5154 63/967 [>.............................] - ETA: 8:34 - loss: 229.4588 - logits_profile_predictions_loss: 225.5441 - logcount_predictions_loss: 0.5151 64/967 [>.............................] - ETA: 8:33 - loss: 229.4776 - logits_profile_predictions_loss: 225.5651 - logcount_predictions_loss: 0.5148 65/967 [=>............................] - ETA: 8:33 - loss: 229.4908 - logits_profile_predictions_loss: 225.5804 - logcount_predictions_loss: 0.5145 66/967 [=>............................] - ETA: 8:33 - loss: 229.4992 - logits_profile_predictions_loss: 225.5912 - logcount_predictions_loss: 0.5142 67/967 [=>............................] - ETA: 8:33 - loss: 229.5131 - logits_profile_predictions_loss: 225.6076 - logcount_predictions_loss: 0.5139 68/967 [=>............................] - ETA: 8:32 - loss: 229.5316 - logits_profile_predictions_loss: 225.6286 - logcount_predictions_loss: 0.5135 69/967 [=>............................] - ETA: 8:32 - loss: 229.5505 - logits_profile_predictions_loss: 225.6501 - logcount_predictions_loss: 0.5132 70/967 [=>............................] - ETA: 8:32 - loss: 229.5660 - logits_profile_predictions_loss: 225.6679 - logcount_predictions_loss: 0.5129 71/967 [=>............................] - ETA: 8:32 - loss: 229.5781 - logits_profile_predictions_loss: 225.6823 - logcount_predictions_loss: 0.5126 72/967 [=>............................] - ETA: 8:31 - loss: 229.5919 - logits_profile_predictions_loss: 225.6982 - logcount_predictions_loss: 0.5123 73/967 [=>............................] - ETA: 8:31 - loss: 229.5992 - logits_profile_predictions_loss: 225.7077 - logcount_predictions_loss: 0.5120 74/967 [=>............................] - ETA: 8:31 - loss: 229.5983 - logits_profile_predictions_loss: 225.7091 - logcount_predictions_loss: 0.5117 75/967 [=>............................] - ETA: 8:30 - loss: 229.6035 - logits_profile_predictions_loss: 225.7165 - logcount_predictions_loss: 0.5114 76/967 [=>............................] - ETA: 8:30 - loss: 229.6086 - logits_profile_predictions_loss: 225.7239 - logcount_predictions_loss: 0.5111 77/967 [=>............................] - ETA: 8:30 - loss: 229.6144 - logits_profile_predictions_loss: 225.7318 - logcount_predictions_loss: 0.5109 78/967 [=>............................] - ETA: 8:29 - loss: 229.6158 - logits_profile_predictions_loss: 225.7352 - logcount_predictions_loss: 0.5106 79/967 [=>............................] - ETA: 8:29 - loss: 229.6168 - logits_profile_predictions_loss: 225.7380 - logcount_predictions_loss: 0.5104 80/967 [=>............................] - ETA: 8:28 - loss: 229.6140 - logits_profile_predictions_loss: 225.7371 - logcount_predictions_loss: 0.5101 81/967 [=>............................] - ETA: 8:28 - loss: 229.6103 - logits_profile_predictions_loss: 225.7350 - logcount_predictions_loss: 0.5099 82/967 [=>............................] - ETA: 8:28 - loss: 229.6084 - logits_profile_predictions_loss: 225.7348 - logcount_predictions_loss: 0.5097 83/967 [=>............................] - ETA: 8:28 - loss: 229.6051 - logits_profile_predictions_loss: 225.7331 - logcount_predictions_loss: 0.5095 84/967 [=>............................] - ETA: 8:27 - loss: 229.5965 - logits_profile_predictions_loss: 225.7262 - logcount_predictions_loss: 0.5092 85/967 [=>............................] - ETA: 8:27 - loss: 229.5897 - logits_profile_predictions_loss: 225.7211 - logcount_predictions_loss: 0.5090 86/967 [=>............................] - ETA: 8:26 - loss: 229.5825 - logits_profile_predictions_loss: 225.7155 - logcount_predictions_loss: 0.5088 87/967 [=>............................] - ETA: 8:26 - loss: 229.5744 - logits_profile_predictions_loss: 225.7090 - logcount_predictions_loss: 0.5086 88/967 [=>............................] - ETA: 8:26 - loss: 229.5650 - logits_profile_predictions_loss: 225.7012 - logcount_predictions_loss: 0.5084 89/967 [=>............................] - ETA: 8:25 - loss: 229.5571 - logits_profile_predictions_loss: 225.6949 - logcount_predictions_loss: 0.5082 90/967 [=>............................] - ETA: 8:25 - loss: 229.5518 - logits_profile_predictions_loss: 225.6911 - logcount_predictions_loss: 0.5080 91/967 [=>............................] - ETA: 8:24 - loss: 229.5461 - 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[==>...........................] - ETA: 8:21 - loss: 229.5277 - logits_profile_predictions_loss: 225.6781 - logcount_predictions_loss: 0.5065 99/967 [==>...........................] - ETA: 8:21 - loss: 229.5271 - logits_profile_predictions_loss: 225.6787 - logcount_predictions_loss: 0.5064 100/967 [==>...........................] - ETA: 8:20 - loss: 229.5262 - logits_profile_predictions_loss: 225.6791 - logcount_predictions_loss: 0.5062 101/967 [==>...........................] - ETA: 8:20 - loss: 229.5242 - logits_profile_predictions_loss: 225.6784 - logcount_predictions_loss: 0.5060 102/967 [==>...........................] - ETA: 8:19 - loss: 229.5193 - logits_profile_predictions_loss: 225.6748 - logcount_predictions_loss: 0.5058 103/967 [==>...........................] - ETA: 8:19 - loss: 229.5133 - logits_profile_predictions_loss: 225.6702 - logcount_predictions_loss: 0.5057 104/967 [==>...........................] - ETA: 8:19 - loss: 229.5058 - logits_profile_predictions_loss: 225.6641 - logcount_predictions_loss: 0.5055 105/967 [==>...........................] - ETA: 8:18 - loss: 229.4986 - logits_profile_predictions_loss: 225.6583 - logcount_predictions_loss: 0.5053 106/967 [==>...........................] - ETA: 8:18 - loss: 229.4908 - logits_profile_predictions_loss: 225.6519 - logcount_predictions_loss: 0.5051 107/967 [==>...........................] - ETA: 8:17 - loss: 229.4848 - logits_profile_predictions_loss: 225.6472 - logcount_predictions_loss: 0.5049 108/967 [==>...........................] - ETA: 8:17 - loss: 229.4784 - logits_profile_predictions_loss: 225.6422 - logcount_predictions_loss: 0.5048 109/967 [==>...........................] - ETA: 8:16 - loss: 229.4700 - logits_profile_predictions_loss: 225.6351 - logcount_predictions_loss: 0.5046 110/967 [==>...........................] - ETA: 8:16 - loss: 229.4589 - logits_profile_predictions_loss: 225.6254 - logcount_predictions_loss: 0.5044 111/967 [==>...........................] - ETA: 8:15 - 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logcount_predictions_loss: 0.4958 964/967 [============================>.] - ETA: 1s - loss: 229.1541 - logits_profile_predictions_loss: 225.3859 - logcount_predictions_loss: 0.4958 965/967 [============================>.] - ETA: 1s - loss: 229.1537 - logits_profile_predictions_loss: 225.3855 - logcount_predictions_loss: 0.4958 966/967 [============================>.] - ETA: 0s - loss: 229.1533 - logits_profile_predictions_loss: 225.3852 - logcount_predictions_loss: 0.4958 967/967 [==============================] - ETA: 0s - loss: 229.1528 - logits_profile_predictions_loss: 225.3849 - logcount_predictions_loss: 0.4958 967/967 [==============================] - 602s 623ms/step - loss: 229.1524 - logits_profile_predictions_loss: 225.3845 - logcount_predictions_loss: 0.4958 - val_loss: 260.4916 - val_logits_profile_predictions_loss: 256.9439 - val_logcount_predictions_loss: 0.4668 Epoch 00004: val_loss improved from 263.04654 to 260.49164, saving model to 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[..............................] - ETA: 9:01 - loss: 231.3690 - logits_profile_predictions_loss: 227.8818 - logcount_predictions_loss: 0.4588 10/967 [..............................] - ETA: 9:00 - loss: 230.1865 - logits_profile_predictions_loss: 226.7362 - logcount_predictions_loss: 0.4540 11/967 [..............................] - ETA: 9:00 - loss: 229.5359 - logits_profile_predictions_loss: 226.1111 - logcount_predictions_loss: 0.4506 12/967 [..............................] - ETA: 8:59 - loss: 229.1884 - logits_profile_predictions_loss: 225.7888 - logcount_predictions_loss: 0.4473 13/967 [..............................] - ETA: 8:58 - loss: 228.9914 - logits_profile_predictions_loss: 225.6102 - logcount_predictions_loss: 0.4449 14/967 [..............................] - ETA: 8:58 - loss: 228.7308 - logits_profile_predictions_loss: 225.3666 - logcount_predictions_loss: 0.4427 15/967 [..............................] - ETA: 8:57 - loss: 228.5457 - logits_profile_predictions_loss: 225.1974 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[..............................] - ETA: 8:49 - loss: 227.1231 - logits_profile_predictions_loss: 223.8914 - logcount_predictions_loss: 0.4252 30/967 [..............................] - ETA: 8:49 - loss: 227.0294 - logits_profile_predictions_loss: 223.8032 - logcount_predictions_loss: 0.4245 31/967 [..............................] - ETA: 8:48 - loss: 226.9428 - logits_profile_predictions_loss: 223.7213 - logcount_predictions_loss: 0.4239 32/967 [..............................] - ETA: 8:48 - loss: 226.8438 - logits_profile_predictions_loss: 223.6267 - logcount_predictions_loss: 0.4233 33/967 [>.............................] - ETA: 8:47 - loss: 226.7579 - logits_profile_predictions_loss: 223.5452 - logcount_predictions_loss: 0.4227 34/967 [>.............................] - ETA: 8:47 - loss: 226.7015 - logits_profile_predictions_loss: 223.4934 - logcount_predictions_loss: 0.4221 35/967 [>.............................] - ETA: 8:46 - loss: 226.6627 - logits_profile_predictions_loss: 223.4591 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[>.............................] - ETA: 8:39 - loss: 226.4839 - logits_profile_predictions_loss: 223.3278 - logcount_predictions_loss: 0.4153 50/967 [>.............................] - ETA: 8:39 - loss: 226.4558 - logits_profile_predictions_loss: 223.3015 - logcount_predictions_loss: 0.4150 51/967 [>.............................] - ETA: 8:39 - loss: 226.4310 - logits_profile_predictions_loss: 223.2784 - logcount_predictions_loss: 0.4148 52/967 [>.............................] - ETA: 8:39 - loss: 226.4041 - logits_profile_predictions_loss: 223.2533 - logcount_predictions_loss: 0.4146 53/967 [>.............................] - ETA: 8:39 - loss: 226.3738 - logits_profile_predictions_loss: 223.2244 - logcount_predictions_loss: 0.4144 54/967 [>.............................] - ETA: 8:38 - loss: 226.3433 - logits_profile_predictions_loss: 223.1949 - logcount_predictions_loss: 0.4143 55/967 [>.............................] - ETA: 8:38 - loss: 226.3149 - logits_profile_predictions_loss: 223.1675 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[..............................] - ETA: 8:56 - loss: 216.0876 - logits_profile_predictions_loss: 212.8596 - logcount_predictions_loss: 0.4247 19/967 [..............................] - ETA: 8:55 - loss: 216.4758 - logits_profile_predictions_loss: 213.2410 - logcount_predictions_loss: 0.4256 20/967 [..............................] - ETA: 8:55 - loss: 216.8566 - logits_profile_predictions_loss: 213.6159 - logcount_predictions_loss: 0.4264 21/967 [..............................] - ETA: 8:54 - loss: 217.1451 - logits_profile_predictions_loss: 213.8997 - logcount_predictions_loss: 0.4270 22/967 [..............................] - ETA: 8:53 - loss: 217.4107 - logits_profile_predictions_loss: 214.1608 - logcount_predictions_loss: 0.4276 23/967 [..............................] - ETA: 8:53 - loss: 217.6401 - logits_profile_predictions_loss: 214.3864 - logcount_predictions_loss: 0.4281 24/967 [..............................] - ETA: 8:52 - loss: 217.8317 - logits_profile_predictions_loss: 214.5749 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[>.............................] - ETA: 8:44 - loss: 219.7697 - logits_profile_predictions_loss: 216.4818 - logcount_predictions_loss: 0.4326 39/967 [>.............................] - ETA: 8:44 - loss: 219.8753 - logits_profile_predictions_loss: 216.5854 - logcount_predictions_loss: 0.4329 40/967 [>.............................] - ETA: 8:43 - loss: 219.9668 - logits_profile_predictions_loss: 216.6756 - logcount_predictions_loss: 0.4331 41/967 [>.............................] - ETA: 8:43 - loss: 220.0527 - logits_profile_predictions_loss: 216.7609 - logcount_predictions_loss: 0.4331 42/967 [>.............................] - ETA: 8:42 - loss: 220.1363 - logits_profile_predictions_loss: 216.8438 - logcount_predictions_loss: 0.4332 43/967 [>.............................] - ETA: 8:41 - loss: 220.2239 - logits_profile_predictions_loss: 216.9303 - logcount_predictions_loss: 0.4334 44/967 [>.............................] - ETA: 8:41 - loss: 220.3006 - logits_profile_predictions_loss: 217.0062 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[>.............................] - ETA: 8:35 - loss: 221.2875 - logits_profile_predictions_loss: 217.9916 - logcount_predictions_loss: 0.4337 59/967 [>.............................] - ETA: 8:35 - loss: 221.3717 - logits_profile_predictions_loss: 218.0754 - logcount_predictions_loss: 0.4337 60/967 [>.............................] - ETA: 8:35 - loss: 221.4628 - logits_profile_predictions_loss: 218.1662 - logcount_predictions_loss: 0.4338 61/967 [>.............................] - ETA: 8:34 - loss: 221.5443 - logits_profile_predictions_loss: 218.2472 - logcount_predictions_loss: 0.4338 62/967 [>.............................] - ETA: 8:34 - loss: 221.6284 - logits_profile_predictions_loss: 218.3309 - logcount_predictions_loss: 0.4339 63/967 [>.............................] - ETA: 8:34 - loss: 221.7121 - logits_profile_predictions_loss: 218.4141 - logcount_predictions_loss: 0.4340 64/967 [>.............................] - ETA: 8:34 - loss: 221.7970 - logits_profile_predictions_loss: 218.4986 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[=>............................] - ETA: 8:28 - loss: 222.5476 - logits_profile_predictions_loss: 219.2455 - logcount_predictions_loss: 0.4345 79/967 [=>............................] - ETA: 8:28 - loss: 222.5864 - logits_profile_predictions_loss: 219.2843 - logcount_predictions_loss: 0.4345 80/967 [=>............................] - ETA: 8:27 - loss: 222.6223 - logits_profile_predictions_loss: 219.3204 - logcount_predictions_loss: 0.4345 81/967 [=>............................] - ETA: 8:27 - loss: 222.6576 - logits_profile_predictions_loss: 219.3558 - logcount_predictions_loss: 0.4344 82/967 [=>............................] - ETA: 8:26 - loss: 222.6899 - logits_profile_predictions_loss: 219.3884 - logcount_predictions_loss: 0.4344 83/967 [=>............................] - ETA: 8:26 - loss: 222.7205 - logits_profile_predictions_loss: 219.4194 - logcount_predictions_loss: 0.4344 84/967 [=>............................] - ETA: 8:25 - loss: 222.7510 - logits_profile_predictions_loss: 219.4502 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[==>...........................] - ETA: 8:20 - loss: 223.1031 - logits_profile_predictions_loss: 219.8097 - logcount_predictions_loss: 0.4333 99/967 [==>...........................] - ETA: 8:19 - loss: 223.1209 - logits_profile_predictions_loss: 219.8278 - logcount_predictions_loss: 0.4333 100/967 [==>...........................] - ETA: 8:19 - loss: 223.1358 - logits_profile_predictions_loss: 219.8431 - logcount_predictions_loss: 0.4333 101/967 [==>...........................] - ETA: 8:19 - loss: 223.1509 - logits_profile_predictions_loss: 219.8585 - logcount_predictions_loss: 0.4332 102/967 [==>...........................] - ETA: 8:18 - loss: 223.1663 - logits_profile_predictions_loss: 219.8743 - logcount_predictions_loss: 0.4331 103/967 [==>...........................] - ETA: 8:18 - loss: 223.1781 - logits_profile_predictions_loss: 219.8867 - logcount_predictions_loss: 0.4331 104/967 [==>...........................] - ETA: 8:18 - loss: 223.1902 - logits_profile_predictions_loss: 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logcount_predictions_loss: 0.4304 964/967 [============================>.] - ETA: 1s - loss: 223.9584 - logits_profile_predictions_loss: 220.6873 - logcount_predictions_loss: 0.4304 965/967 [============================>.] - ETA: 1s - loss: 223.9586 - logits_profile_predictions_loss: 220.6875 - logcount_predictions_loss: 0.4304 966/967 [============================>.] - ETA: 0s - loss: 223.9588 - logits_profile_predictions_loss: 220.6877 - logcount_predictions_loss: 0.4304 967/967 [==============================] - ETA: 0s - loss: 223.9591 - logits_profile_predictions_loss: 220.6880 - logcount_predictions_loss: 0.4304 967/967 [==============================] - 601s 621ms/step - loss: 223.9593 - logits_profile_predictions_loss: 220.6882 - logcount_predictions_loss: 0.4304 - val_loss: 257.7780 - val_logits_profile_predictions_loss: 254.2776 - val_logcount_predictions_loss: 0.4606 Epoch 00007: val_loss improved from 258.74075 to 257.77802, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 8/50 1/967 [..............................] - ETA: 9:19 - loss: 225.4982 - logits_profile_predictions_loss: 222.1931 - logcount_predictions_loss: 0.4349 2/967 [..............................] - ETA: 9:04 - loss: 226.0584 - logits_profile_predictions_loss: 222.5666 - logcount_predictions_loss: 0.4594 3/967 [..............................] - ETA: 9:04 - loss: 226.1647 - logits_profile_predictions_loss: 222.7183 - logcount_predictions_loss: 0.4535 4/967 [..............................] - ETA: 9:03 - loss: 224.4177 - logits_profile_predictions_loss: 221.0624 - logcount_predictions_loss: 0.4415 5/967 [..............................] - ETA: 9:03 - loss: 224.1448 - logits_profile_predictions_loss: 220.8019 - logcount_predictions_loss: 0.4399 6/967 [..............................] - ETA: 9:02 - loss: 224.1744 - logits_profile_predictions_loss: 220.8321 - 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[==========================>...] - ETA: 40s - loss: 223.7400 - logits_profile_predictions_loss: 220.5041 - logcount_predictions_loss: 0.4258 900/967 [==========================>...] - ETA: 39s - loss: 223.7393 - logits_profile_predictions_loss: 220.5034 - logcount_predictions_loss: 0.4258 901/967 [==========================>...] - ETA: 38s - loss: 223.7387 - logits_profile_predictions_loss: 220.5028 - logcount_predictions_loss: 0.4258 902/967 [==========================>...] - ETA: 38s - loss: 223.7380 - logits_profile_predictions_loss: 220.5021 - logcount_predictions_loss: 0.4258 903/967 [===========================>..] - ETA: 37s - loss: 223.7373 - logits_profile_predictions_loss: 220.5014 - logcount_predictions_loss: 0.4258 904/967 [===========================>..] - ETA: 37s - loss: 223.7366 - logits_profile_predictions_loss: 220.5008 - logcount_predictions_loss: 0.4258 905/967 [===========================>..] - ETA: 36s - loss: 223.7359 - logits_profile_predictions_loss: 220.5001 - 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logits_profile_predictions_loss: 220.4953 - logcount_predictions_loss: 0.4257 913/967 [===========================>..] - ETA: 31s - loss: 223.7301 - logits_profile_predictions_loss: 220.4946 - logcount_predictions_loss: 0.4257 914/967 [===========================>..] - ETA: 31s - loss: 223.7294 - logits_profile_predictions_loss: 220.4938 - logcount_predictions_loss: 0.4257 915/967 [===========================>..] - ETA: 30s - loss: 223.7286 - logits_profile_predictions_loss: 220.4931 - logcount_predictions_loss: 0.4257 916/967 [===========================>..] - ETA: 30s - loss: 223.7278 - logits_profile_predictions_loss: 220.4923 - logcount_predictions_loss: 0.4257 917/967 [===========================>..] - ETA: 29s - loss: 223.7270 - logits_profile_predictions_loss: 220.4915 - logcount_predictions_loss: 0.4257 918/967 [===========================>..] - ETA: 28s - loss: 223.7263 - logits_profile_predictions_loss: 220.4908 - logcount_predictions_loss: 0.4257 919/967 [===========================>..] - ETA: 28s - loss: 223.7255 - logits_profile_predictions_loss: 220.4901 - logcount_predictions_loss: 0.4257 920/967 [===========================>..] - ETA: 27s - loss: 223.7248 - logits_profile_predictions_loss: 220.4894 - logcount_predictions_loss: 0.4257 921/967 [===========================>..] - ETA: 27s - loss: 223.7240 - logits_profile_predictions_loss: 220.4887 - logcount_predictions_loss: 0.4257 922/967 [===========================>..] - ETA: 26s - loss: 223.7233 - logits_profile_predictions_loss: 220.4879 - logcount_predictions_loss: 0.4257 923/967 [===========================>..] - ETA: 25s - loss: 223.7225 - logits_profile_predictions_loss: 220.4872 - logcount_predictions_loss: 0.4257 924/967 [===========================>..] - ETA: 25s - loss: 223.7218 - logits_profile_predictions_loss: 220.4865 - logcount_predictions_loss: 0.4257 925/967 [===========================>..] - ETA: 24s - loss: 223.7210 - logits_profile_predictions_loss: 220.4858 - 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logits_profile_predictions_loss: 220.4808 - logcount_predictions_loss: 0.4257 933/967 [===========================>..] - ETA: 20s - loss: 223.7151 - logits_profile_predictions_loss: 220.4801 - logcount_predictions_loss: 0.4257 934/967 [===========================>..] - ETA: 19s - loss: 223.7143 - logits_profile_predictions_loss: 220.4794 - logcount_predictions_loss: 0.4257 935/967 [============================>.] - ETA: 18s - loss: 223.7136 - logits_profile_predictions_loss: 220.4787 - logcount_predictions_loss: 0.4257 936/967 [============================>.] - ETA: 18s - loss: 223.7129 - logits_profile_predictions_loss: 220.4780 - logcount_predictions_loss: 0.4256 937/967 [============================>.] - ETA: 17s - loss: 223.7122 - logits_profile_predictions_loss: 220.4774 - logcount_predictions_loss: 0.4256 938/967 [============================>.] - ETA: 17s - loss: 223.7115 - logits_profile_predictions_loss: 220.4766 - logcount_predictions_loss: 0.4256 939/967 [============================>.] - ETA: 16s - loss: 223.7107 - logits_profile_predictions_loss: 220.4759 - logcount_predictions_loss: 0.4256 940/967 [============================>.] - ETA: 15s - loss: 223.7100 - logits_profile_predictions_loss: 220.4752 - logcount_predictions_loss: 0.4256 941/967 [============================>.] - ETA: 15s - loss: 223.7093 - logits_profile_predictions_loss: 220.4746 - logcount_predictions_loss: 0.4256 942/967 [============================>.] - ETA: 14s - loss: 223.7086 - logits_profile_predictions_loss: 220.4739 - logcount_predictions_loss: 0.4256 943/967 [============================>.] - ETA: 14s - loss: 223.7079 - logits_profile_predictions_loss: 220.4732 - logcount_predictions_loss: 0.4256 944/967 [============================>.] - ETA: 13s - loss: 223.7072 - logits_profile_predictions_loss: 220.4725 - logcount_predictions_loss: 0.4256 945/967 [============================>.] - ETA: 12s - loss: 223.7064 - logits_profile_predictions_loss: 220.4718 - logcount_predictions_loss: 0.4256 946/967 [============================>.] - ETA: 12s - loss: 223.7057 - logits_profile_predictions_loss: 220.4711 - logcount_predictions_loss: 0.4256 947/967 [============================>.] - ETA: 11s - loss: 223.7049 - logits_profile_predictions_loss: 220.4704 - logcount_predictions_loss: 0.4256 948/967 [============================>.] - ETA: 11s - loss: 223.7042 - logits_profile_predictions_loss: 220.4697 - logcount_predictions_loss: 0.4256 949/967 [============================>.] - ETA: 10s - loss: 223.7034 - logits_profile_predictions_loss: 220.4689 - logcount_predictions_loss: 0.4256 950/967 [============================>.] - ETA: 10s - loss: 223.7026 - logits_profile_predictions_loss: 220.4682 - logcount_predictions_loss: 0.4256 951/967 [============================>.] - ETA: 9s - loss: 223.7019 - logits_profile_predictions_loss: 220.4675 - logcount_predictions_loss: 0.4256  952/967 [============================>.] - ETA: 8s - loss: 223.7011 - logits_profile_predictions_loss: 220.4668 - logcount_predictions_loss: 0.4256 953/967 [============================>.] - ETA: 8s - loss: 223.7004 - logits_profile_predictions_loss: 220.4660 - logcount_predictions_loss: 0.4256 954/967 [============================>.] - ETA: 7s - loss: 223.6996 - logits_profile_predictions_loss: 220.4653 - logcount_predictions_loss: 0.4256 955/967 [============================>.] - ETA: 7s - loss: 223.6989 - logits_profile_predictions_loss: 220.4646 - logcount_predictions_loss: 0.4256 956/967 [============================>.] - ETA: 6s - loss: 223.6982 - logits_profile_predictions_loss: 220.4639 - logcount_predictions_loss: 0.4256 957/967 [============================>.] - ETA: 5s - loss: 223.6974 - logits_profile_predictions_loss: 220.4633 - logcount_predictions_loss: 0.4256 958/967 [============================>.] - ETA: 5s - loss: 223.6967 - logits_profile_predictions_loss: 220.4626 - logcount_predictions_loss: 0.4256 959/967 [============================>.] - ETA: 4s - loss: 223.6961 - logits_profile_predictions_loss: 220.4619 - logcount_predictions_loss: 0.4255 960/967 [============================>.] - ETA: 4s - loss: 223.6954 - logits_profile_predictions_loss: 220.4613 - logcount_predictions_loss: 0.4255 961/967 [============================>.] - ETA: 3s - loss: 223.6947 - logits_profile_predictions_loss: 220.4606 - logcount_predictions_loss: 0.4255 962/967 [============================>.] - ETA: 2s - loss: 223.6939 - logits_profile_predictions_loss: 220.4599 - logcount_predictions_loss: 0.4255 963/967 [============================>.] - ETA: 2s - loss: 223.6932 - logits_profile_predictions_loss: 220.4593 - logcount_predictions_loss: 0.4255 964/967 [============================>.] - ETA: 1s - loss: 223.6925 - logits_profile_predictions_loss: 220.4586 - logcount_predictions_loss: 0.4255 965/967 [============================>.] - ETA: 1s - loss: 223.6918 - logits_profile_predictions_loss: 220.4579 - logcount_predictions_loss: 0.4255 966/967 [============================>.] - ETA: 0s - loss: 223.6911 - logits_profile_predictions_loss: 220.4572 - logcount_predictions_loss: 0.4255 967/967 [==============================] - ETA: 0s - loss: 223.6903 - logits_profile_predictions_loss: 220.4565 - logcount_predictions_loss: 0.4255 967/967 [==============================] - 599s 620ms/step - loss: 223.6896 - logits_profile_predictions_loss: 220.4558 - logcount_predictions_loss: 0.4255 - val_loss: 260.5285 - val_logits_profile_predictions_loss: 255.0335 - val_logcount_predictions_loss: 0.7230 Epoch 00008: val_loss did not improve from 257.77802 Epoch 9/50 1/967 [..............................] - ETA: 9:24 - loss: 232.0320 - logits_profile_predictions_loss: 226.8331 - logcount_predictions_loss: 0.6841 2/967 [..............................] - ETA: 9:04 - loss: 225.0564 - logits_profile_predictions_loss: 220.1645 - logcount_predictions_loss: 0.6437 3/967 [..............................] - ETA: 9:04 - loss: 221.8480 - logits_profile_predictions_loss: 217.2177 - logcount_predictions_loss: 0.6092 4/967 [..............................] - ETA: 9:03 - loss: 221.2172 - logits_profile_predictions_loss: 216.8317 - logcount_predictions_loss: 0.5770 5/967 [..............................] - ETA: 9:02 - loss: 220.4719 - logits_profile_predictions_loss: 216.2761 - logcount_predictions_loss: 0.5521 6/967 [..............................] - ETA: 9:02 - loss: 220.0243 - logits_profile_predictions_loss: 215.9515 - logcount_predictions_loss: 0.5359 7/967 [..............................] - ETA: 9:01 - loss: 219.3438 - logits_profile_predictions_loss: 215.3622 - logcount_predictions_loss: 0.5239 8/967 [..............................] - ETA: 9:01 - loss: 219.1289 - logits_profile_predictions_loss: 215.2204 - logcount_predictions_loss: 0.5143 9/967 [..............................] - ETA: 9:00 - loss: 219.0794 - logits_profile_predictions_loss: 215.2301 - logcount_predictions_loss: 0.5065 10/967 [..............................] - ETA: 9:00 - loss: 218.8564 - logits_profile_predictions_loss: 215.0618 - logcount_predictions_loss: 0.4993 11/967 [..............................] - ETA: 8:59 - loss: 218.7382 - logits_profile_predictions_loss: 214.9870 - logcount_predictions_loss: 0.4936 12/967 [..............................] - ETA: 8:59 - loss: 218.6198 - logits_profile_predictions_loss: 214.9109 - logcount_predictions_loss: 0.4880 13/967 [..............................] - ETA: 8:58 - loss: 218.5256 - logits_profile_predictions_loss: 214.8547 - logcount_predictions_loss: 0.4830 14/967 [..............................] - ETA: 8:58 - loss: 218.3574 - logits_profile_predictions_loss: 214.7182 - logcount_predictions_loss: 0.4788 15/967 [..............................] - ETA: 8:57 - loss: 218.2769 - logits_profile_predictions_loss: 214.6639 - logcount_predictions_loss: 0.4754 16/967 [..............................] - ETA: 8:57 - loss: 218.1248 - logits_profile_predictions_loss: 214.5388 - logcount_predictions_loss: 0.4719 17/967 [..............................] - ETA: 8:56 - loss: 218.0468 - logits_profile_predictions_loss: 214.4853 - logcount_predictions_loss: 0.4686 18/967 [..............................] - ETA: 8:55 - loss: 217.8327 - logits_profile_predictions_loss: 214.2937 - logcount_predictions_loss: 0.4657 19/967 [..............................] - ETA: 8:55 - loss: 217.5971 - logits_profile_predictions_loss: 214.0762 - logcount_predictions_loss: 0.4633 20/967 [..............................] - ETA: 8:54 - loss: 217.4419 - logits_profile_predictions_loss: 213.9384 - logcount_predictions_loss: 0.4610 21/967 [..............................] - ETA: 8:54 - loss: 217.3147 - logits_profile_predictions_loss: 213.8254 - logcount_predictions_loss: 0.4591 22/967 [..............................] - ETA: 8:53 - loss: 217.1840 - logits_profile_predictions_loss: 213.7040 - logcount_predictions_loss: 0.4579 23/967 [..............................] - ETA: 8:53 - loss: 217.0851 - logits_profile_predictions_loss: 213.6143 - logcount_predictions_loss: 0.4567 24/967 [..............................] - ETA: 8:52 - loss: 216.9647 - logits_profile_predictions_loss: 213.5041 - logcount_predictions_loss: 0.4553 25/967 [..............................] - ETA: 8:52 - loss: 216.8415 - logits_profile_predictions_loss: 213.3911 - logcount_predictions_loss: 0.4540 26/967 [..............................] - ETA: 8:51 - loss: 216.7503 - logits_profile_predictions_loss: 213.3103 - logcount_predictions_loss: 0.4526 27/967 [..............................] - ETA: 8:50 - loss: 216.6498 - logits_profile_predictions_loss: 213.2204 - logcount_predictions_loss: 0.4512 28/967 [..............................] - ETA: 8:50 - loss: 216.6217 - logits_profile_predictions_loss: 213.2008 - logcount_predictions_loss: 0.4501 29/967 [..............................] - ETA: 8:49 - loss: 216.6182 - logits_profile_predictions_loss: 213.2066 - logcount_predictions_loss: 0.4489 30/967 [..............................] - ETA: 8:49 - loss: 216.5978 - logits_profile_predictions_loss: 213.1956 - logcount_predictions_loss: 0.4477 31/967 [..............................] - ETA: 8:48 - loss: 216.5612 - logits_profile_predictions_loss: 213.1679 - logcount_predictions_loss: 0.4465 32/967 [..............................] - ETA: 8:48 - loss: 216.5462 - logits_profile_predictions_loss: 213.1619 - logcount_predictions_loss: 0.4453 33/967 [>.............................] - ETA: 8:47 - loss: 216.5459 - logits_profile_predictions_loss: 213.1710 - logcount_predictions_loss: 0.4441 34/967 [>.............................] - ETA: 8:47 - loss: 216.5670 - logits_profile_predictions_loss: 213.2015 - logcount_predictions_loss: 0.4428 35/967 [>.............................] - ETA: 8:46 - loss: 216.5879 - logits_profile_predictions_loss: 213.2294 - logcount_predictions_loss: 0.4419 36/967 [>.............................] - ETA: 8:45 - loss: 216.6173 - logits_profile_predictions_loss: 213.2659 - logcount_predictions_loss: 0.4410 37/967 [>.............................] - ETA: 8:45 - loss: 216.6357 - logits_profile_predictions_loss: 213.2920 - logcount_predictions_loss: 0.4400 38/967 [>.............................] - ETA: 8:44 - loss: 216.6470 - logits_profile_predictions_loss: 213.3104 - logcount_predictions_loss: 0.4390 39/967 [>.............................] - ETA: 8:44 - loss: 216.6889 - logits_profile_predictions_loss: 213.3590 - logcount_predictions_loss: 0.4381 40/967 [>.............................] - ETA: 8:43 - loss: 216.7229 - logits_profile_predictions_loss: 213.3995 - logcount_predictions_loss: 0.4373 41/967 [>.............................] - ETA: 8:43 - loss: 216.7641 - logits_profile_predictions_loss: 213.4467 - logcount_predictions_loss: 0.4365 42/967 [>.............................] - ETA: 8:42 - loss: 216.8092 - logits_profile_predictions_loss: 213.4975 - logcount_predictions_loss: 0.4357 43/967 [>.............................] - ETA: 8:41 - loss: 216.8611 - logits_profile_predictions_loss: 213.5551 - logcount_predictions_loss: 0.4350 44/967 [>.............................] - ETA: 8:41 - loss: 216.9142 - logits_profile_predictions_loss: 213.6140 - logcount_predictions_loss: 0.4342 45/967 [>.............................] - ETA: 8:40 - loss: 216.9672 - logits_profile_predictions_loss: 213.6724 - logcount_predictions_loss: 0.4335 46/967 [>.............................] - ETA: 8:40 - loss: 217.0233 - logits_profile_predictions_loss: 213.7340 - logcount_predictions_loss: 0.4328 47/967 [>.............................] - ETA: 8:39 - loss: 217.0682 - logits_profile_predictions_loss: 213.7840 - logcount_predictions_loss: 0.4321 48/967 [>.............................] - ETA: 8:39 - loss: 217.0979 - logits_profile_predictions_loss: 213.8184 - logcount_predictions_loss: 0.4315 49/967 [>.............................] - ETA: 8:38 - loss: 217.1260 - logits_profile_predictions_loss: 213.8510 - logcount_predictions_loss: 0.4309 50/967 [>.............................] - ETA: 8:37 - loss: 217.1529 - logits_profile_predictions_loss: 213.8825 - logcount_predictions_loss: 0.4303 51/967 [>.............................] - ETA: 8:37 - loss: 217.1794 - logits_profile_predictions_loss: 213.9137 - logcount_predictions_loss: 0.4297 52/967 [>.............................] - ETA: 8:36 - loss: 217.1965 - logits_profile_predictions_loss: 213.9353 - logcount_predictions_loss: 0.4291 53/967 [>.............................] - ETA: 8:36 - loss: 217.2179 - logits_profile_predictions_loss: 213.9615 - logcount_predictions_loss: 0.4285 54/967 [>.............................] - ETA: 8:35 - loss: 217.2391 - logits_profile_predictions_loss: 213.9865 - logcount_predictions_loss: 0.4280 55/967 [>.............................] - ETA: 8:35 - loss: 217.2525 - logits_profile_predictions_loss: 214.0038 - logcount_predictions_loss: 0.4275 56/967 [>.............................] - ETA: 8:35 - loss: 217.2729 - logits_profile_predictions_loss: 214.0279 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[============================>.] - ETA: 10s - loss: 221.6534 - logits_profile_predictions_loss: 218.5477 - logcount_predictions_loss: 0.4086 950/967 [============================>.] - ETA: 9s - loss: 221.6540 - logits_profile_predictions_loss: 218.5482 - logcount_predictions_loss: 0.4086  951/967 [============================>.] - ETA: 9s - loss: 221.6545 - logits_profile_predictions_loss: 218.5488 - logcount_predictions_loss: 0.4086 952/967 [============================>.] - ETA: 8s - loss: 221.6550 - logits_profile_predictions_loss: 218.5493 - logcount_predictions_loss: 0.4086 953/967 [============================>.] - ETA: 8s - loss: 221.6556 - logits_profile_predictions_loss: 218.5499 - logcount_predictions_loss: 0.4086 954/967 [============================>.] - ETA: 7s - loss: 221.6561 - logits_profile_predictions_loss: 218.5504 - logcount_predictions_loss: 0.4086 955/967 [============================>.] - ETA: 7s - loss: 221.6567 - logits_profile_predictions_loss: 218.5510 - 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logits_profile_predictions_loss: 218.5553 - logcount_predictions_loss: 0.4086 963/967 [============================>.] - ETA: 2s - loss: 221.6615 - logits_profile_predictions_loss: 218.5559 - logcount_predictions_loss: 0.4086 964/967 [============================>.] - ETA: 1s - loss: 221.6621 - logits_profile_predictions_loss: 218.5565 - logcount_predictions_loss: 0.4086 965/967 [============================>.] - ETA: 1s - loss: 221.6626 - logits_profile_predictions_loss: 218.5571 - logcount_predictions_loss: 0.4086 966/967 [============================>.] - ETA: 0s - loss: 221.6632 - logits_profile_predictions_loss: 218.5577 - logcount_predictions_loss: 0.4086 967/967 [==============================] - ETA: 0s - loss: 221.6637 - logits_profile_predictions_loss: 218.5582 - logcount_predictions_loss: 0.4086 967/967 [==============================] - 595s 615ms/step - loss: 221.6642 - logits_profile_predictions_loss: 218.5587 - logcount_predictions_loss: 0.4086 - val_loss: 257.2236 - val_logits_profile_predictions_loss: 254.1910 - val_logcount_predictions_loss: 0.3990 Epoch 00009: val_loss improved from 257.77802 to 257.22357, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 10/50 1/967 [..............................] - ETA: 9:25 - loss: 228.1812 - logits_profile_predictions_loss: 226.0151 - logcount_predictions_loss: 0.2850 2/967 [..............................] - ETA: 9:04 - loss: 225.0958 - logits_profile_predictions_loss: 222.7941 - logcount_predictions_loss: 0.3029 3/967 [..............................] - ETA: 9:04 - loss: 224.5628 - logits_profile_predictions_loss: 222.2279 - logcount_predictions_loss: 0.3072 4/967 [..............................] - ETA: 9:03 - loss: 223.8251 - logits_profile_predictions_loss: 221.4780 - logcount_predictions_loss: 0.3088 5/967 [..............................] - ETA: 9:03 - loss: 222.4764 - logits_profile_predictions_loss: 220.1453 - 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[..............................] - ETA: 8:55 - loss: 219.3859 - logits_profile_predictions_loss: 216.7601 - logcount_predictions_loss: 0.3455 20/967 [..............................] - ETA: 8:54 - loss: 219.1228 - logits_profile_predictions_loss: 216.4905 - logcount_predictions_loss: 0.3464 21/967 [..............................] - ETA: 8:54 - loss: 218.8289 - logits_profile_predictions_loss: 216.1903 - logcount_predictions_loss: 0.3472 22/967 [..............................] - ETA: 8:53 - loss: 218.5681 - logits_profile_predictions_loss: 215.9247 - logcount_predictions_loss: 0.3478 23/967 [..............................] - ETA: 8:53 - loss: 218.3180 - logits_profile_predictions_loss: 215.6699 - logcount_predictions_loss: 0.3484 24/967 [..............................] - ETA: 8:52 - loss: 218.0588 - logits_profile_predictions_loss: 215.4077 - logcount_predictions_loss: 0.3488 25/967 [..............................] - ETA: 8:51 - loss: 217.8171 - logits_profile_predictions_loss: 215.1625 - logcount_predictions_loss: 0.3493 26/967 [..............................] - ETA: 8:51 - loss: 217.6147 - logits_profile_predictions_loss: 214.9555 - logcount_predictions_loss: 0.3499 27/967 [..............................] - ETA: 8:50 - loss: 217.4685 - logits_profile_predictions_loss: 214.8050 - logcount_predictions_loss: 0.3505 28/967 [..............................] - ETA: 8:50 - loss: 217.3321 - logits_profile_predictions_loss: 214.6638 - logcount_predictions_loss: 0.3511 29/967 [..............................] - ETA: 8:49 - loss: 217.2443 - logits_profile_predictions_loss: 214.5715 - logcount_predictions_loss: 0.3517 30/967 [..............................] - ETA: 8:49 - loss: 217.1961 - logits_profile_predictions_loss: 214.5196 - logcount_predictions_loss: 0.3522 31/967 [..............................] - ETA: 8:48 - loss: 217.1361 - logits_profile_predictions_loss: 214.4566 - logcount_predictions_loss: 0.3526 32/967 [..............................] - ETA: 8:48 - loss: 217.0437 - 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[>.............................] - ETA: 8:44 - loss: 216.4266 - logits_profile_predictions_loss: 213.7226 - logcount_predictions_loss: 0.3558 40/967 [>.............................] - ETA: 8:43 - loss: 216.3466 - logits_profile_predictions_loss: 213.6403 - logcount_predictions_loss: 0.3561 41/967 [>.............................] - ETA: 8:42 - loss: 216.2639 - logits_profile_predictions_loss: 213.5550 - logcount_predictions_loss: 0.3564 42/967 [>.............................] - ETA: 8:42 - loss: 216.1956 - logits_profile_predictions_loss: 213.4841 - logcount_predictions_loss: 0.3568 43/967 [>.............................] - ETA: 8:41 - loss: 216.1366 - logits_profile_predictions_loss: 213.4225 - logcount_predictions_loss: 0.3571 44/967 [>.............................] - ETA: 8:41 - loss: 216.0805 - logits_profile_predictions_loss: 213.3639 - logcount_predictions_loss: 0.3574 45/967 [>.............................] - ETA: 8:40 - loss: 216.0212 - logits_profile_predictions_loss: 213.3024 - logcount_predictions_loss: 0.3577 46/967 [>.............................] - ETA: 8:40 - loss: 215.9740 - logits_profile_predictions_loss: 213.2526 - logcount_predictions_loss: 0.3581 47/967 [>.............................] - ETA: 8:39 - loss: 215.9301 - logits_profile_predictions_loss: 213.2063 - logcount_predictions_loss: 0.3584 48/967 [>.............................] - ETA: 8:39 - loss: 215.9004 - logits_profile_predictions_loss: 213.1742 - logcount_predictions_loss: 0.3587 49/967 [>.............................] - ETA: 8:38 - loss: 215.8843 - logits_profile_predictions_loss: 213.1555 - logcount_predictions_loss: 0.3591 50/967 [>.............................] - ETA: 8:37 - loss: 215.8712 - logits_profile_predictions_loss: 213.1400 - logcount_predictions_loss: 0.3594 51/967 [>.............................] - ETA: 8:37 - loss: 215.8673 - logits_profile_predictions_loss: 213.1338 - logcount_predictions_loss: 0.3597 52/967 [>.............................] - ETA: 8:36 - loss: 215.8705 - 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[>.............................] - ETA: 8:32 - loss: 215.9908 - logits_profile_predictions_loss: 213.2403 - logcount_predictions_loss: 0.3619 60/967 [>.............................] - ETA: 8:32 - loss: 216.0164 - logits_profile_predictions_loss: 213.2640 - logcount_predictions_loss: 0.3622 61/967 [>.............................] - ETA: 8:31 - loss: 216.0475 - logits_profile_predictions_loss: 213.2934 - logcount_predictions_loss: 0.3624 62/967 [>.............................] - ETA: 8:31 - loss: 216.0749 - logits_profile_predictions_loss: 213.3192 - logcount_predictions_loss: 0.3626 63/967 [>.............................] - ETA: 8:30 - loss: 216.1013 - logits_profile_predictions_loss: 213.3442 - logcount_predictions_loss: 0.3628 64/967 [>.............................] - ETA: 8:30 - loss: 216.1230 - logits_profile_predictions_loss: 213.3649 - logcount_predictions_loss: 0.3629 65/967 [=>............................] - ETA: 8:29 - loss: 216.1480 - logits_profile_predictions_loss: 213.3887 - logcount_predictions_loss: 0.3631 66/967 [=>............................] - ETA: 8:29 - loss: 216.1747 - logits_profile_predictions_loss: 213.4145 - logcount_predictions_loss: 0.3632 67/967 [=>............................] - ETA: 8:29 - loss: 216.2099 - logits_profile_predictions_loss: 213.4487 - logcount_predictions_loss: 0.3633 68/967 [=>............................] - ETA: 8:29 - loss: 216.2387 - logits_profile_predictions_loss: 213.4766 - logcount_predictions_loss: 0.3634 69/967 [=>............................] - ETA: 8:28 - loss: 216.2643 - logits_profile_predictions_loss: 213.5012 - logcount_predictions_loss: 0.3636 70/967 [=>............................] - ETA: 8:28 - loss: 216.2891 - logits_profile_predictions_loss: 213.5252 - logcount_predictions_loss: 0.3637 71/967 [=>............................] - ETA: 8:28 - loss: 216.3128 - logits_profile_predictions_loss: 213.5478 - logcount_predictions_loss: 0.3638 72/967 [=>............................] - ETA: 8:27 - loss: 216.3297 - 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[=>............................] - ETA: 8:24 - loss: 216.4420 - logits_profile_predictions_loss: 213.6693 - logcount_predictions_loss: 0.3648 80/967 [=>............................] - ETA: 8:24 - loss: 216.4678 - logits_profile_predictions_loss: 213.6938 - logcount_predictions_loss: 0.3650 81/967 [=>............................] - ETA: 8:24 - loss: 216.4874 - logits_profile_predictions_loss: 213.7122 - logcount_predictions_loss: 0.3652 82/967 [=>............................] - ETA: 8:23 - loss: 216.5089 - logits_profile_predictions_loss: 213.7326 - logcount_predictions_loss: 0.3653 83/967 [=>............................] - ETA: 8:23 - loss: 216.5298 - logits_profile_predictions_loss: 213.7525 - logcount_predictions_loss: 0.3654 84/967 [=>............................] - ETA: 8:22 - loss: 216.5572 - logits_profile_predictions_loss: 213.7788 - logcount_predictions_loss: 0.3656 85/967 [=>............................] - ETA: 8:22 - loss: 216.5800 - logits_profile_predictions_loss: 213.8004 - logcount_predictions_loss: 0.3657 86/967 [=>............................] - ETA: 8:21 - loss: 216.6040 - logits_profile_predictions_loss: 213.8233 - logcount_predictions_loss: 0.3659 87/967 [=>............................] - ETA: 8:21 - loss: 216.6270 - logits_profile_predictions_loss: 213.8455 - logcount_predictions_loss: 0.3660 88/967 [=>............................] - ETA: 8:20 - loss: 216.6478 - logits_profile_predictions_loss: 213.8653 - logcount_predictions_loss: 0.3661 89/967 [=>............................] - ETA: 8:20 - loss: 216.6699 - logits_profile_predictions_loss: 213.8864 - logcount_predictions_loss: 0.3662 90/967 [=>............................] - ETA: 8:20 - loss: 216.6936 - logits_profile_predictions_loss: 213.9092 - logcount_predictions_loss: 0.3664 91/967 [=>............................] - ETA: 8:19 - loss: 216.7182 - logits_profile_predictions_loss: 213.9330 - logcount_predictions_loss: 0.3665 92/967 [=>............................] - ETA: 8:19 - loss: 216.7449 - logits_profile_predictions_loss: 213.9588 - logcount_predictions_loss: 0.3666 93/967 [=>............................] - ETA: 8:18 - loss: 216.7713 - logits_profile_predictions_loss: 213.9846 - logcount_predictions_loss: 0.3667 94/967 [=>............................] - ETA: 8:18 - loss: 216.7966 - logits_profile_predictions_loss: 214.0091 - logcount_predictions_loss: 0.3668 95/967 [=>............................] - ETA: 8:17 - loss: 216.8228 - logits_profile_predictions_loss: 214.0346 - logcount_predictions_loss: 0.3669 96/967 [=>............................] - ETA: 8:17 - loss: 216.8501 - logits_profile_predictions_loss: 214.0612 - logcount_predictions_loss: 0.3670 97/967 [==>...........................] - ETA: 8:16 - loss: 216.8770 - logits_profile_predictions_loss: 214.0873 - logcount_predictions_loss: 0.3671 98/967 [==>...........................] - ETA: 8:16 - loss: 216.9021 - logits_profile_predictions_loss: 214.1117 - logcount_predictions_loss: 0.3672 99/967 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214.2533 - logcount_predictions_loss: 0.3679 106/967 [==>...........................] - ETA: 8:12 - loss: 217.0710 - logits_profile_predictions_loss: 214.2746 - logcount_predictions_loss: 0.3680 107/967 [==>...........................] - ETA: 8:11 - loss: 217.0928 - logits_profile_predictions_loss: 214.2957 - logcount_predictions_loss: 0.3680 108/967 [==>...........................] - ETA: 8:11 - loss: 217.1134 - logits_profile_predictions_loss: 214.3156 - logcount_predictions_loss: 0.3681 109/967 [==>...........................] - ETA: 8:10 - loss: 217.1331 - logits_profile_predictions_loss: 214.3345 - logcount_predictions_loss: 0.3682 110/967 [==>...........................] - ETA: 8:10 - loss: 217.1523 - logits_profile_predictions_loss: 214.3530 - logcount_predictions_loss: 0.3683 111/967 [==>...........................] - ETA: 8:09 - loss: 217.1681 - logits_profile_predictions_loss: 214.3682 - logcount_predictions_loss: 0.3684 112/967 [==>...........................] - ETA: 8:09 - 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logcount_predictions_loss: 0.3801 965/967 [============================>.] - ETA: 1s - loss: 220.3029 - logits_profile_predictions_loss: 217.4139 - logcount_predictions_loss: 0.3801 966/967 [============================>.] - ETA: 0s - loss: 220.3035 - logits_profile_predictions_loss: 217.4146 - logcount_predictions_loss: 0.3801 967/967 [==============================] - ETA: 0s - loss: 220.3042 - logits_profile_predictions_loss: 217.4152 - logcount_predictions_loss: 0.3801 967/967 [==============================] - 594s 615ms/step - loss: 220.3048 - logits_profile_predictions_loss: 217.4158 - logcount_predictions_loss: 0.3801 - val_loss: 257.1428 - val_logits_profile_predictions_loss: 253.8144 - val_logcount_predictions_loss: 0.4380 Epoch 00010: val_loss improved from 257.22357 to 257.14279, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 11/50 1/967 [..............................] - ETA: 9:22 - loss: 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[..............................] - ETA: 8:59 - loss: 208.2339 - logits_profile_predictions_loss: 205.3334 - logcount_predictions_loss: 0.3816 12/967 [..............................] - ETA: 8:59 - loss: 208.3984 - logits_profile_predictions_loss: 205.4781 - logcount_predictions_loss: 0.3843 13/967 [..............................] - ETA: 8:58 - loss: 208.6368 - logits_profile_predictions_loss: 205.6987 - logcount_predictions_loss: 0.3866 14/967 [..............................] - ETA: 8:58 - loss: 208.9210 - logits_profile_predictions_loss: 205.9633 - logcount_predictions_loss: 0.3892 15/967 [..............................] - ETA: 8:57 - loss: 209.2459 - logits_profile_predictions_loss: 206.2693 - logcount_predictions_loss: 0.3916 16/967 [..............................] - ETA: 8:57 - loss: 209.5046 - logits_profile_predictions_loss: 206.5155 - logcount_predictions_loss: 0.3933 17/967 [..............................] - ETA: 8:56 - loss: 209.7865 - logits_profile_predictions_loss: 206.7894 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[..............................] - ETA: 8:48 - loss: 212.2751 - logits_profile_predictions_loss: 209.2199 - logcount_predictions_loss: 0.4020 32/967 [..............................] - ETA: 8:47 - loss: 212.4350 - logits_profile_predictions_loss: 209.3784 - logcount_predictions_loss: 0.4022 33/967 [>.............................] - ETA: 8:47 - loss: 212.5954 - logits_profile_predictions_loss: 209.5376 - logcount_predictions_loss: 0.4023 34/967 [>.............................] - ETA: 8:46 - loss: 212.7092 - logits_profile_predictions_loss: 209.6503 - logcount_predictions_loss: 0.4025 35/967 [>.............................] - ETA: 8:46 - loss: 212.8437 - logits_profile_predictions_loss: 209.7848 - logcount_predictions_loss: 0.4025 36/967 [>.............................] - ETA: 8:45 - loss: 212.9822 - logits_profile_predictions_loss: 209.9232 - logcount_predictions_loss: 0.4025 37/967 [>.............................] - ETA: 8:45 - loss: 213.1000 - logits_profile_predictions_loss: 210.0409 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[============================>.] - ETA: 9s - loss: 218.9965 - logits_profile_predictions_loss: 216.1676 - logcount_predictions_loss: 0.3722  951/967 [============================>.] - ETA: 9s - loss: 218.9968 - logits_profile_predictions_loss: 216.1679 - logcount_predictions_loss: 0.3722 952/967 [============================>.] - ETA: 8s - loss: 218.9971 - logits_profile_predictions_loss: 216.1683 - logcount_predictions_loss: 0.3722 953/967 [============================>.] - ETA: 8s - loss: 218.9974 - logits_profile_predictions_loss: 216.1686 - logcount_predictions_loss: 0.3722 954/967 [============================>.] - ETA: 7s - loss: 218.9977 - logits_profile_predictions_loss: 216.1690 - logcount_predictions_loss: 0.3722 955/967 [============================>.] - ETA: 6s - loss: 218.9979 - logits_profile_predictions_loss: 216.1693 - logcount_predictions_loss: 0.3722 956/967 [============================>.] - ETA: 6s - loss: 218.9981 - logits_profile_predictions_loss: 216.1696 - 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logits_profile_predictions_loss: 216.1715 - logcount_predictions_loss: 0.3721 964/967 [============================>.] - ETA: 1s - loss: 218.9999 - logits_profile_predictions_loss: 216.1718 - logcount_predictions_loss: 0.3721 965/967 [============================>.] - ETA: 1s - loss: 219.0002 - logits_profile_predictions_loss: 216.1722 - logcount_predictions_loss: 0.3721 966/967 [============================>.] - ETA: 0s - loss: 219.0005 - logits_profile_predictions_loss: 216.1726 - logcount_predictions_loss: 0.3721 967/967 [==============================] - ETA: 0s - loss: 219.0008 - logits_profile_predictions_loss: 216.1729 - logcount_predictions_loss: 0.3721 967/967 [==============================] - 594s 614ms/step - loss: 219.0011 - logits_profile_predictions_loss: 216.1733 - logcount_predictions_loss: 0.3721 - val_loss: 256.4592 - val_logits_profile_predictions_loss: 253.5725 - val_logcount_predictions_loss: 0.3798 Epoch 00012: val_loss improved from 257.14279 to 256.45917, 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[..............................] - ETA: 8:53 - loss: 221.6641 - logits_profile_predictions_loss: 219.0886 - logcount_predictions_loss: 0.3389 21/967 [..............................] - ETA: 8:53 - loss: 221.6889 - logits_profile_predictions_loss: 219.1104 - logcount_predictions_loss: 0.3393 22/967 [..............................] - ETA: 8:52 - loss: 221.7261 - logits_profile_predictions_loss: 219.1459 - logcount_predictions_loss: 0.3395 23/967 [..............................] - ETA: 8:51 - loss: 221.7413 - logits_profile_predictions_loss: 219.1602 - logcount_predictions_loss: 0.3396 24/967 [..............................] - ETA: 8:51 - loss: 221.7271 - logits_profile_predictions_loss: 219.1463 - logcount_predictions_loss: 0.3396 25/967 [..............................] - ETA: 8:50 - loss: 221.7389 - logits_profile_predictions_loss: 219.1592 - logcount_predictions_loss: 0.3394 26/967 [..............................] - ETA: 8:50 - loss: 221.7900 - logits_profile_predictions_loss: 219.2120 - logcount_predictions_loss: 0.3392 27/967 [..............................] - ETA: 8:49 - loss: 221.8413 - logits_profile_predictions_loss: 219.2649 - logcount_predictions_loss: 0.3390 28/967 [..............................] - ETA: 8:49 - loss: 221.9217 - logits_profile_predictions_loss: 219.3459 - logcount_predictions_loss: 0.3389 29/967 [..............................] - ETA: 8:48 - loss: 222.0121 - logits_profile_predictions_loss: 219.4368 - logcount_predictions_loss: 0.3389 30/967 [..............................] - ETA: 8:48 - loss: 222.0871 - logits_profile_predictions_loss: 219.5118 - logcount_predictions_loss: 0.3388 31/967 [..............................] - ETA: 8:47 - loss: 222.1640 - logits_profile_predictions_loss: 219.5890 - logcount_predictions_loss: 0.3388 32/967 [..............................] - ETA: 8:46 - loss: 222.2302 - logits_profile_predictions_loss: 219.6559 - logcount_predictions_loss: 0.3387 33/967 [>.............................] - ETA: 8:46 - loss: 222.2763 - 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[>.............................] - ETA: 8:42 - loss: 222.2989 - logits_profile_predictions_loss: 219.7214 - logcount_predictions_loss: 0.3392 41/967 [>.............................] - ETA: 8:41 - loss: 222.2701 - logits_profile_predictions_loss: 219.6926 - logcount_predictions_loss: 0.3391 42/967 [>.............................] - ETA: 8:41 - loss: 222.2257 - logits_profile_predictions_loss: 219.6479 - logcount_predictions_loss: 0.3392 43/967 [>.............................] - ETA: 8:40 - loss: 222.1846 - logits_profile_predictions_loss: 219.6068 - logcount_predictions_loss: 0.3392 44/967 [>.............................] - ETA: 8:40 - loss: 222.1305 - logits_profile_predictions_loss: 219.5529 - logcount_predictions_loss: 0.3391 45/967 [>.............................] - ETA: 8:39 - loss: 222.0678 - logits_profile_predictions_loss: 219.4904 - logcount_predictions_loss: 0.3391 46/967 [>.............................] - ETA: 8:39 - loss: 222.0043 - logits_profile_predictions_loss: 219.4270 - logcount_predictions_loss: 0.3391 47/967 [>.............................] - ETA: 8:38 - loss: 221.9395 - logits_profile_predictions_loss: 219.3626 - logcount_predictions_loss: 0.3391 48/967 [>.............................] - ETA: 8:37 - loss: 221.8768 - logits_profile_predictions_loss: 219.2995 - logcount_predictions_loss: 0.3391 49/967 [>.............................] - ETA: 8:37 - loss: 221.8275 - logits_profile_predictions_loss: 219.2499 - logcount_predictions_loss: 0.3392 50/967 [>.............................] - ETA: 8:37 - loss: 221.7851 - logits_profile_predictions_loss: 219.2067 - logcount_predictions_loss: 0.3393 51/967 [>.............................] - ETA: 8:36 - loss: 221.7432 - logits_profile_predictions_loss: 219.1644 - logcount_predictions_loss: 0.3393 52/967 [>.............................] - ETA: 8:35 - loss: 221.7166 - logits_profile_predictions_loss: 219.1371 - logcount_predictions_loss: 0.3394 53/967 [>.............................] - ETA: 8:35 - loss: 221.6846 - 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[>.............................] - ETA: 8:31 - loss: 221.5531 - logits_profile_predictions_loss: 218.9722 - logcount_predictions_loss: 0.3396 61/967 [>.............................] - ETA: 8:31 - loss: 221.5574 - logits_profile_predictions_loss: 218.9767 - logcount_predictions_loss: 0.3396 62/967 [>.............................] - ETA: 8:31 - loss: 221.5626 - logits_profile_predictions_loss: 218.9823 - logcount_predictions_loss: 0.3395 63/967 [>.............................] - ETA: 8:30 - loss: 221.5715 - logits_profile_predictions_loss: 218.9916 - logcount_predictions_loss: 0.3395 64/967 [>.............................] - ETA: 8:30 - loss: 221.5771 - logits_profile_predictions_loss: 218.9978 - logcount_predictions_loss: 0.3394 65/967 [=>............................] - ETA: 8:29 - loss: 221.5877 - logits_profile_predictions_loss: 219.0088 - logcount_predictions_loss: 0.3393 66/967 [=>............................] - ETA: 8:29 - loss: 221.6007 - logits_profile_predictions_loss: 219.0209 - logcount_predictions_loss: 0.3394 67/967 [=>............................] - ETA: 8:28 - loss: 221.6107 - logits_profile_predictions_loss: 219.0299 - logcount_predictions_loss: 0.3396 68/967 [=>............................] - ETA: 8:28 - loss: 221.6204 - logits_profile_predictions_loss: 219.0388 - logcount_predictions_loss: 0.3397 69/967 [=>............................] - ETA: 8:27 - loss: 221.6307 - logits_profile_predictions_loss: 219.0485 - logcount_predictions_loss: 0.3398 70/967 [=>............................] - ETA: 8:27 - loss: 221.6440 - logits_profile_predictions_loss: 219.0611 - logcount_predictions_loss: 0.3399 71/967 [=>............................] - ETA: 8:26 - loss: 221.6554 - logits_profile_predictions_loss: 219.0718 - logcount_predictions_loss: 0.3399 72/967 [=>............................] - ETA: 8:26 - loss: 221.6647 - logits_profile_predictions_loss: 219.0804 - logcount_predictions_loss: 0.3400 73/967 [=>............................] - ETA: 8:25 - loss: 221.6688 - 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[=>............................] - ETA: 8:22 - loss: 221.6563 - logits_profile_predictions_loss: 219.0684 - logcount_predictions_loss: 0.3405 81/967 [=>............................] - ETA: 8:21 - loss: 221.6450 - logits_profile_predictions_loss: 219.0567 - logcount_predictions_loss: 0.3406 82/967 [=>............................] - ETA: 8:21 - loss: 221.6346 - logits_profile_predictions_loss: 219.0459 - logcount_predictions_loss: 0.3406 83/967 [=>............................] - ETA: 8:20 - loss: 221.6249 - logits_profile_predictions_loss: 219.0359 - logcount_predictions_loss: 0.3407 84/967 [=>............................] - ETA: 8:20 - loss: 221.6143 - logits_profile_predictions_loss: 219.0249 - logcount_predictions_loss: 0.3407 85/967 [=>............................] - ETA: 8:19 - loss: 221.6053 - logits_profile_predictions_loss: 219.0155 - logcount_predictions_loss: 0.3408 86/967 [=>............................] - ETA: 8:19 - loss: 221.5946 - logits_profile_predictions_loss: 219.0046 - logcount_predictions_loss: 0.3408 87/967 [=>............................] - ETA: 8:18 - loss: 221.5826 - logits_profile_predictions_loss: 218.9921 - logcount_predictions_loss: 0.3408 88/967 [=>............................] - ETA: 8:18 - loss: 221.5707 - logits_profile_predictions_loss: 218.9797 - logcount_predictions_loss: 0.3409 89/967 [=>............................] - ETA: 8:17 - loss: 221.5623 - logits_profile_predictions_loss: 218.9709 - logcount_predictions_loss: 0.3410 90/967 [=>............................] - ETA: 8:17 - loss: 221.5530 - logits_profile_predictions_loss: 218.9611 - logcount_predictions_loss: 0.3410 91/967 [=>............................] - ETA: 8:16 - loss: 221.5451 - logits_profile_predictions_loss: 218.9527 - logcount_predictions_loss: 0.3411 92/967 [=>............................] - ETA: 8:16 - loss: 221.5362 - logits_profile_predictions_loss: 218.9432 - logcount_predictions_loss: 0.3412 93/967 [=>............................] - ETA: 8:16 - loss: 221.5275 - 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[============================>.] - ETA: 4s - loss: 218.5615 - logits_profile_predictions_loss: 215.9090 - logcount_predictions_loss: 0.3490 960/967 [============================>.] - ETA: 4s - loss: 218.5610 - logits_profile_predictions_loss: 215.9084 - logcount_predictions_loss: 0.3490 961/967 [============================>.] - ETA: 3s - loss: 218.5605 - logits_profile_predictions_loss: 215.9078 - logcount_predictions_loss: 0.3490 962/967 [============================>.] - ETA: 2s - loss: 218.5599 - logits_profile_predictions_loss: 215.9073 - logcount_predictions_loss: 0.3490 963/967 [============================>.] - ETA: 2s - loss: 218.5594 - logits_profile_predictions_loss: 215.9067 - logcount_predictions_loss: 0.3490 964/967 [============================>.] - ETA: 1s - loss: 218.5588 - logits_profile_predictions_loss: 215.9061 - logcount_predictions_loss: 0.3491 965/967 [============================>.] - ETA: 1s - loss: 218.5583 - logits_profile_predictions_loss: 215.9055 - logcount_predictions_loss: 0.3491 966/967 [============================>.] - ETA: 0s - loss: 218.5577 - logits_profile_predictions_loss: 215.9049 - logcount_predictions_loss: 0.3491 967/967 [==============================] - ETA: 0s - loss: 218.5572 - logits_profile_predictions_loss: 215.9044 - logcount_predictions_loss: 0.3491 967/967 [==============================] - 592s 612ms/step - loss: 218.5567 - logits_profile_predictions_loss: 215.9038 - logcount_predictions_loss: 0.3491 - val_loss: 256.8912 - val_logits_profile_predictions_loss: 254.0036 - val_logcount_predictions_loss: 0.3800 Epoch 00013: val_loss did not improve from 256.45917 Epoch 14/50 1/967 [..............................] - ETA: 9:27 - loss: 241.9734 - logits_profile_predictions_loss: 239.3142 - logcount_predictions_loss: 0.3499 2/967 [..............................] - ETA: 9:04 - loss: 234.8849 - logits_profile_predictions_loss: 232.1516 - logcount_predictions_loss: 0.3596 3/967 [..............................] - ETA: 9:03 - loss: 230.4778 - logits_profile_predictions_loss: 227.7225 - logcount_predictions_loss: 0.3625 4/967 [..............................] - ETA: 9:03 - loss: 226.7982 - logits_profile_predictions_loss: 224.0510 - logcount_predictions_loss: 0.3615 5/967 [..............................] - ETA: 9:03 - loss: 224.9574 - logits_profile_predictions_loss: 222.2351 - logcount_predictions_loss: 0.3582 6/967 [..............................] - ETA: 9:02 - loss: 223.8349 - logits_profile_predictions_loss: 221.1180 - logcount_predictions_loss: 0.3575 7/967 [..............................] - ETA: 9:02 - loss: 223.4183 - logits_profile_predictions_loss: 220.7088 - logcount_predictions_loss: 0.3565 8/967 [..............................] - ETA: 9:01 - loss: 222.6025 - logits_profile_predictions_loss: 219.9014 - logcount_predictions_loss: 0.3554 9/967 [..............................] - ETA: 9:00 - loss: 221.5384 - logits_profile_predictions_loss: 218.8475 - logcount_predictions_loss: 0.3541 10/967 [..............................] - ETA: 9:00 - loss: 220.7082 - logits_profile_predictions_loss: 218.0307 - logcount_predictions_loss: 0.3523 11/967 [..............................] - ETA: 8:59 - loss: 220.0395 - logits_profile_predictions_loss: 217.3831 - logcount_predictions_loss: 0.3495 12/967 [..............................] - ETA: 8:58 - loss: 219.4875 - logits_profile_predictions_loss: 216.8513 - logcount_predictions_loss: 0.3469 13/967 [..............................] - ETA: 8:58 - loss: 218.8854 - logits_profile_predictions_loss: 216.2705 - logcount_predictions_loss: 0.3441 14/967 [..............................] - ETA: 8:57 - loss: 218.4387 - logits_profile_predictions_loss: 215.8435 - logcount_predictions_loss: 0.3415 15/967 [..............................] - ETA: 8:57 - loss: 218.1980 - logits_profile_predictions_loss: 215.6179 - logcount_predictions_loss: 0.3395 16/967 [..............................] - ETA: 8:56 - loss: 217.9608 - logits_profile_predictions_loss: 215.3956 - logcount_predictions_loss: 0.3375 17/967 [..............................] - ETA: 8:56 - loss: 217.6809 - logits_profile_predictions_loss: 215.1297 - logcount_predictions_loss: 0.3357 18/967 [..............................] - ETA: 8:55 - loss: 217.4560 - logits_profile_predictions_loss: 214.9169 - logcount_predictions_loss: 0.3341 19/967 [..............................] - ETA: 8:54 - loss: 217.2063 - logits_profile_predictions_loss: 214.6780 - logcount_predictions_loss: 0.3327 20/967 [..............................] - ETA: 8:54 - loss: 216.9729 - logits_profile_predictions_loss: 214.4532 - logcount_predictions_loss: 0.3315 21/967 [..............................] - ETA: 8:53 - loss: 216.7871 - logits_profile_predictions_loss: 214.2755 - logcount_predictions_loss: 0.3305 22/967 [..............................] - ETA: 8:53 - loss: 216.6520 - logits_profile_predictions_loss: 214.1461 - logcount_predictions_loss: 0.3297 23/967 [..............................] - ETA: 8:52 - loss: 216.5277 - logits_profile_predictions_loss: 214.0233 - logcount_predictions_loss: 0.3295 24/967 [..............................] - ETA: 8:52 - loss: 216.4443 - logits_profile_predictions_loss: 213.9418 - logcount_predictions_loss: 0.3293 25/967 [..............................] - ETA: 8:51 - loss: 216.3768 - logits_profile_predictions_loss: 213.8765 - logcount_predictions_loss: 0.3290 26/967 [..............................] - ETA: 8:51 - loss: 216.3191 - logits_profile_predictions_loss: 213.8180 - logcount_predictions_loss: 0.3291 27/967 [..............................] - ETA: 8:50 - loss: 216.2769 - logits_profile_predictions_loss: 213.7744 - logcount_predictions_loss: 0.3293 28/967 [..............................] - ETA: 8:49 - loss: 216.2267 - logits_profile_predictions_loss: 213.7229 - logcount_predictions_loss: 0.3295 29/967 [..............................] - ETA: 8:49 - loss: 216.2344 - logits_profile_predictions_loss: 213.7288 - logcount_predictions_loss: 0.3297 30/967 [..............................] - ETA: 8:48 - loss: 216.2231 - logits_profile_predictions_loss: 213.7163 - logcount_predictions_loss: 0.3298 31/967 [..............................] - ETA: 8:48 - loss: 216.2245 - logits_profile_predictions_loss: 213.7159 - logcount_predictions_loss: 0.3301 32/967 [..............................] - ETA: 8:47 - loss: 216.2281 - logits_profile_predictions_loss: 213.7182 - logcount_predictions_loss: 0.3303 33/967 [>.............................] - ETA: 8:47 - loss: 216.2281 - logits_profile_predictions_loss: 213.7172 - logcount_predictions_loss: 0.3304 34/967 [>.............................] - ETA: 8:46 - loss: 216.1972 - logits_profile_predictions_loss: 213.6861 - logcount_predictions_loss: 0.3304 35/967 [>.............................] - ETA: 8:45 - loss: 216.1714 - logits_profile_predictions_loss: 213.6602 - logcount_predictions_loss: 0.3304 36/967 [>.............................] - ETA: 8:45 - loss: 216.1267 - logits_profile_predictions_loss: 213.6158 - logcount_predictions_loss: 0.3304 37/967 [>.............................] - ETA: 8:44 - loss: 216.0724 - logits_profile_predictions_loss: 213.5620 - logcount_predictions_loss: 0.3303 38/967 [>.............................] - ETA: 8:44 - loss: 216.0254 - logits_profile_predictions_loss: 213.5156 - logcount_predictions_loss: 0.3302 39/967 [>.............................] - ETA: 8:43 - loss: 215.9709 - logits_profile_predictions_loss: 213.4614 - logcount_predictions_loss: 0.3302 40/967 [>.............................] - ETA: 8:43 - loss: 215.9162 - logits_profile_predictions_loss: 213.4070 - logcount_predictions_loss: 0.3302 41/967 [>.............................] - ETA: 8:42 - loss: 215.8600 - logits_profile_predictions_loss: 213.3517 - logcount_predictions_loss: 0.3301 42/967 [>.............................] - ETA: 8:41 - loss: 215.8110 - logits_profile_predictions_loss: 213.3035 - logcount_predictions_loss: 0.3299 43/967 [>.............................] - ETA: 8:41 - loss: 215.7668 - logits_profile_predictions_loss: 213.2603 - logcount_predictions_loss: 0.3298 44/967 [>.............................] - ETA: 8:40 - loss: 215.7302 - logits_profile_predictions_loss: 213.2246 - logcount_predictions_loss: 0.3297 45/967 [>.............................] - ETA: 8:40 - loss: 215.6936 - logits_profile_predictions_loss: 213.1889 - logcount_predictions_loss: 0.3296 46/967 [>.............................] - ETA: 8:39 - loss: 215.6601 - logits_profile_predictions_loss: 213.1567 - logcount_predictions_loss: 0.3294 47/967 [>.............................] - ETA: 8:39 - loss: 215.6189 - logits_profile_predictions_loss: 213.1166 - logcount_predictions_loss: 0.3293 48/967 [>.............................] - ETA: 8:38 - loss: 215.5758 - logits_profile_predictions_loss: 213.0743 - logcount_predictions_loss: 0.3291 49/967 [>.............................] - ETA: 8:37 - loss: 215.5249 - logits_profile_predictions_loss: 213.0239 - logcount_predictions_loss: 0.3291 50/967 [>.............................] - ETA: 8:37 - loss: 215.4667 - logits_profile_predictions_loss: 212.9662 - logcount_predictions_loss: 0.3290 51/967 [>.............................] - ETA: 8:36 - loss: 215.4041 - logits_profile_predictions_loss: 212.9040 - logcount_predictions_loss: 0.3290 52/967 [>.............................] - ETA: 8:36 - loss: 215.3409 - logits_profile_predictions_loss: 212.8414 - logcount_predictions_loss: 0.3289 53/967 [>.............................] - ETA: 8:35 - loss: 215.2899 - logits_profile_predictions_loss: 212.7912 - logcount_predictions_loss: 0.3288 54/967 [>.............................] - ETA: 8:35 - loss: 215.2266 - logits_profile_predictions_loss: 212.7288 - logcount_predictions_loss: 0.3287 55/967 [>.............................] - ETA: 8:34 - loss: 215.1690 - logits_profile_predictions_loss: 212.6719 - logcount_predictions_loss: 0.3286 56/967 [>.............................] - ETA: 8:34 - loss: 215.1137 - logits_profile_predictions_loss: 212.6176 - logcount_predictions_loss: 0.3284 57/967 [>.............................] - ETA: 8:33 - loss: 215.0680 - logits_profile_predictions_loss: 212.5728 - logcount_predictions_loss: 0.3283 58/967 [>.............................] - ETA: 8:32 - loss: 215.0245 - logits_profile_predictions_loss: 212.5303 - logcount_predictions_loss: 0.3282 59/967 [>.............................] - ETA: 8:32 - loss: 214.9820 - logits_profile_predictions_loss: 212.4887 - logcount_predictions_loss: 0.3281 60/967 [>.............................] - ETA: 8:31 - loss: 214.9391 - logits_profile_predictions_loss: 212.4466 - logcount_predictions_loss: 0.3280 61/967 [>.............................] - ETA: 8:31 - loss: 214.8899 - logits_profile_predictions_loss: 212.3981 - logcount_predictions_loss: 0.3279 62/967 [>.............................] - ETA: 8:30 - loss: 214.8368 - logits_profile_predictions_loss: 212.3456 - logcount_predictions_loss: 0.3278 63/967 [>.............................] - ETA: 8:30 - loss: 214.7870 - logits_profile_predictions_loss: 212.2961 - logcount_predictions_loss: 0.3277 64/967 [>.............................] - ETA: 8:29 - loss: 214.7380 - logits_profile_predictions_loss: 212.2476 - logcount_predictions_loss: 0.3277 65/967 [=>............................] - ETA: 8:29 - loss: 214.6932 - logits_profile_predictions_loss: 212.2034 - logcount_predictions_loss: 0.3276 66/967 [=>............................] - ETA: 8:29 - loss: 214.6515 - logits_profile_predictions_loss: 212.1624 - logcount_predictions_loss: 0.3275 67/967 [=>............................] - ETA: 8:29 - loss: 214.6137 - logits_profile_predictions_loss: 212.1252 - logcount_predictions_loss: 0.3274 68/967 [=>............................] - ETA: 8:28 - loss: 214.5741 - logits_profile_predictions_loss: 212.0861 - logcount_predictions_loss: 0.3274 69/967 [=>............................] - ETA: 8:28 - loss: 214.5376 - logits_profile_predictions_loss: 212.0501 - logcount_predictions_loss: 0.3273 70/967 [=>............................] - ETA: 8:27 - loss: 214.5020 - logits_profile_predictions_loss: 212.0150 - logcount_predictions_loss: 0.3272 71/967 [=>............................] - ETA: 8:27 - loss: 214.4726 - logits_profile_predictions_loss: 211.9861 - logcount_predictions_loss: 0.3272 72/967 [=>............................] - ETA: 8:26 - loss: 214.4454 - logits_profile_predictions_loss: 211.9594 - logcount_predictions_loss: 0.3271 73/967 [=>............................] - ETA: 8:26 - loss: 214.4212 - logits_profile_predictions_loss: 211.9357 - logcount_predictions_loss: 0.3270 74/967 [=>............................] - ETA: 8:26 - loss: 214.3964 - logits_profile_predictions_loss: 211.9114 - logcount_predictions_loss: 0.3270 75/967 [=>............................] - ETA: 8:25 - loss: 214.3731 - logits_profile_predictions_loss: 211.8885 - logcount_predictions_loss: 0.3269 76/967 [=>............................] - ETA: 8:25 - loss: 214.3513 - logits_profile_predictions_loss: 211.8673 - logcount_predictions_loss: 0.3268 77/967 [=>............................] - ETA: 8:24 - loss: 214.3275 - logits_profile_predictions_loss: 211.8441 - logcount_predictions_loss: 0.3268 78/967 [=>............................] - ETA: 8:24 - loss: 214.3073 - logits_profile_predictions_loss: 211.8244 - logcount_predictions_loss: 0.3267 79/967 [=>............................] - ETA: 8:23 - loss: 214.2820 - logits_profile_predictions_loss: 211.7998 - logcount_predictions_loss: 0.3266 80/967 [=>............................] - ETA: 8:23 - loss: 214.2565 - logits_profile_predictions_loss: 211.7748 - logcount_predictions_loss: 0.3265 81/967 [=>............................] - ETA: 8:22 - loss: 214.2363 - logits_profile_predictions_loss: 211.7550 - logcount_predictions_loss: 0.3265 82/967 [=>............................] - ETA: 8:22 - loss: 214.2142 - logits_profile_predictions_loss: 211.7334 - logcount_predictions_loss: 0.3264 83/967 [=>............................] - ETA: 8:21 - loss: 214.1933 - logits_profile_predictions_loss: 211.7129 - logcount_predictions_loss: 0.3264 84/967 [=>............................] - ETA: 8:21 - loss: 214.1710 - logits_profile_predictions_loss: 211.6913 - logcount_predictions_loss: 0.3263 85/967 [=>............................] - ETA: 8:20 - loss: 214.1495 - logits_profile_predictions_loss: 211.6702 - logcount_predictions_loss: 0.3262 86/967 [=>............................] - ETA: 8:20 - loss: 214.1304 - logits_profile_predictions_loss: 211.6514 - logcount_predictions_loss: 0.3262 87/967 [=>............................] - ETA: 8:19 - loss: 214.1110 - logits_profile_predictions_loss: 211.6324 - logcount_predictions_loss: 0.3261 88/967 [=>............................] - ETA: 8:19 - loss: 214.0943 - logits_profile_predictions_loss: 211.6160 - logcount_predictions_loss: 0.3261 89/967 [=>............................] - ETA: 8:18 - loss: 214.0786 - logits_profile_predictions_loss: 211.6007 - logcount_predictions_loss: 0.3260 90/967 [=>............................] - ETA: 8:18 - loss: 214.0629 - logits_profile_predictions_loss: 211.5852 - logcount_predictions_loss: 0.3260 91/967 [=>............................] - ETA: 8:18 - loss: 214.0470 - logits_profile_predictions_loss: 211.5696 - logcount_predictions_loss: 0.3260 92/967 [=>............................] - ETA: 8:17 - loss: 214.0306 - logits_profile_predictions_loss: 211.5533 - logcount_predictions_loss: 0.3260 93/967 [=>............................] - ETA: 8:17 - loss: 214.0138 - logits_profile_predictions_loss: 211.5366 - logcount_predictions_loss: 0.3259 94/967 [=>............................] - ETA: 8:16 - loss: 213.9990 - logits_profile_predictions_loss: 211.5220 - logcount_predictions_loss: 0.3259 95/967 [=>............................] - ETA: 8:16 - loss: 213.9870 - logits_profile_predictions_loss: 211.5102 - logcount_predictions_loss: 0.3259 96/967 [=>............................] - ETA: 8:16 - loss: 213.9763 - logits_profile_predictions_loss: 211.4996 - logcount_predictions_loss: 0.3259 97/967 [==>...........................] - ETA: 8:15 - loss: 213.9686 - logits_profile_predictions_loss: 211.4920 - logcount_predictions_loss: 0.3259 98/967 [==>...........................] - ETA: 8:15 - loss: 213.9595 - logits_profile_predictions_loss: 211.4830 - logcount_predictions_loss: 0.3259 99/967 [==>...........................] - ETA: 8:14 - loss: 213.9504 - logits_profile_predictions_loss: 211.4741 - logcount_predictions_loss: 0.3258 100/967 [==>...........................] - ETA: 8:14 - loss: 213.9423 - logits_profile_predictions_loss: 211.4662 - logcount_predictions_loss: 0.3258 101/967 [==>...........................] - ETA: 8:13 - loss: 213.9361 - logits_profile_predictions_loss: 211.4603 - logcount_predictions_loss: 0.3258 102/967 [==>...........................] - ETA: 8:13 - loss: 213.9317 - logits_profile_predictions_loss: 211.4562 - logcount_predictions_loss: 0.3257 103/967 [==>...........................] - ETA: 8:13 - loss: 213.9246 - logits_profile_predictions_loss: 211.4494 - logcount_predictions_loss: 0.3257 104/967 [==>...........................] - ETA: 8:12 - loss: 213.9199 - logits_profile_predictions_loss: 211.4450 - logcount_predictions_loss: 0.3256 105/967 [==>...........................] - ETA: 8:12 - loss: 213.9160 - logits_profile_predictions_loss: 211.4414 - logcount_predictions_loss: 0.3256 106/967 [==>...........................] - ETA: 8:11 - loss: 213.9107 - logits_profile_predictions_loss: 211.4364 - logcount_predictions_loss: 0.3256 107/967 [==>...........................] - ETA: 8:11 - loss: 213.9056 - logits_profile_predictions_loss: 211.4316 - logcount_predictions_loss: 0.3255 108/967 [==>...........................] - ETA: 8:10 - loss: 213.9012 - logits_profile_predictions_loss: 211.4274 - logcount_predictions_loss: 0.3255 109/967 [==>...........................] - ETA: 8:10 - loss: 213.8961 - logits_profile_predictions_loss: 211.4226 - logcount_predictions_loss: 0.3255 110/967 [==>...........................] - ETA: 8:09 - loss: 213.8918 - logits_profile_predictions_loss: 211.4186 - logcount_predictions_loss: 0.3254 111/967 [==>...........................] - ETA: 8:09 - loss: 213.8867 - logits_profile_predictions_loss: 211.4137 - logcount_predictions_loss: 0.3254 112/967 [==>...........................] - ETA: 8:08 - loss: 213.8819 - logits_profile_predictions_loss: 211.4091 - logcount_predictions_loss: 0.3254 113/967 [==>...........................] - ETA: 8:08 - loss: 213.8761 - logits_profile_predictions_loss: 211.4037 - logcount_predictions_loss: 0.3253 114/967 [==>...........................] - ETA: 8:08 - loss: 213.8739 - logits_profile_predictions_loss: 211.4018 - logcount_predictions_loss: 0.3253 115/967 [==>...........................] - ETA: 8:07 - loss: 213.8720 - logits_profile_predictions_loss: 211.4001 - logcount_predictions_loss: 0.3252 116/967 [==>...........................] - ETA: 8:07 - loss: 213.8728 - logits_profile_predictions_loss: 211.4012 - logcount_predictions_loss: 0.3252 117/967 [==>...........................] - ETA: 8:06 - loss: 213.8752 - logits_profile_predictions_loss: 211.4037 - logcount_predictions_loss: 0.3252 118/967 [==>...........................] - ETA: 8:06 - loss: 213.8776 - logits_profile_predictions_loss: 211.4063 - logcount_predictions_loss: 0.3252 119/967 [==>...........................] - ETA: 8:05 - loss: 213.8798 - logits_profile_predictions_loss: 211.4086 - logcount_predictions_loss: 0.3252 120/967 [==>...........................] - ETA: 8:05 - loss: 213.8822 - logits_profile_predictions_loss: 211.4111 - logcount_predictions_loss: 0.3251 121/967 [==>...........................] - ETA: 8:04 - loss: 213.8853 - logits_profile_predictions_loss: 211.4143 - logcount_predictions_loss: 0.3251 122/967 [==>...........................] - ETA: 8:04 - loss: 213.8868 - logits_profile_predictions_loss: 211.4159 - logcount_predictions_loss: 0.3251 123/967 [==>...........................] - ETA: 8:03 - loss: 213.8890 - logits_profile_predictions_loss: 211.4182 - logcount_predictions_loss: 0.3251 124/967 [==>...........................] - ETA: 8:03 - loss: 213.8923 - logits_profile_predictions_loss: 211.4217 - logcount_predictions_loss: 0.3251 125/967 [==>...........................] - ETA: 8:02 - loss: 213.8964 - logits_profile_predictions_loss: 211.4258 - logcount_predictions_loss: 0.3251 126/967 [==>...........................] - ETA: 8:02 - loss: 213.9014 - logits_profile_predictions_loss: 211.4310 - logcount_predictions_loss: 0.3251 127/967 [==>...........................] - ETA: 8:01 - loss: 213.9073 - logits_profile_predictions_loss: 211.4369 - logcount_predictions_loss: 0.3250 128/967 [==>...........................] - ETA: 8:01 - loss: 213.9127 - logits_profile_predictions_loss: 211.4425 - logcount_predictions_loss: 0.3250 129/967 [===>..........................] - ETA: 8:00 - loss: 213.9187 - logits_profile_predictions_loss: 211.4486 - logcount_predictions_loss: 0.3250 130/967 [===>..........................] - ETA: 7:59 - loss: 213.9248 - logits_profile_predictions_loss: 211.4547 - logcount_predictions_loss: 0.3250 131/967 [===>..........................] - ETA: 7:59 - loss: 213.9310 - logits_profile_predictions_loss: 211.4611 - logcount_predictions_loss: 0.3250 132/967 [===>..........................] - ETA: 7:58 - loss: 213.9353 - logits_profile_predictions_loss: 211.4655 - logcount_predictions_loss: 0.3250 133/967 [===>..........................] - ETA: 7:58 - loss: 213.9399 - logits_profile_predictions_loss: 211.4702 - logcount_predictions_loss: 0.3250 134/967 [===>..........................] - ETA: 7:57 - loss: 213.9424 - logits_profile_predictions_loss: 211.4728 - logcount_predictions_loss: 0.3250 135/967 [===>..........................] - ETA: 7:57 - loss: 213.9458 - logits_profile_predictions_loss: 211.4761 - logcount_predictions_loss: 0.3250 136/967 [===>..........................] - ETA: 7:56 - loss: 213.9497 - 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[===========================>..] - ETA: 22s - loss: 216.4644 - logits_profile_predictions_loss: 213.9337 - logcount_predictions_loss: 0.3330 930/967 [===========================>..] - ETA: 21s - loss: 216.4650 - logits_profile_predictions_loss: 213.9343 - logcount_predictions_loss: 0.3330 931/967 [===========================>..] - ETA: 20s - loss: 216.4656 - logits_profile_predictions_loss: 213.9349 - logcount_predictions_loss: 0.3330 932/967 [===========================>..] - ETA: 20s - loss: 216.4661 - logits_profile_predictions_loss: 213.9354 - logcount_predictions_loss: 0.3330 933/967 [===========================>..] - ETA: 19s - loss: 216.4667 - logits_profile_predictions_loss: 213.9360 - logcount_predictions_loss: 0.3330 934/967 [===========================>..] - ETA: 19s - loss: 216.4672 - logits_profile_predictions_loss: 213.9365 - logcount_predictions_loss: 0.3330 935/967 [============================>.] - ETA: 18s - loss: 216.4677 - logits_profile_predictions_loss: 213.9370 - 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[============================>.] - ETA: 10s - loss: 216.4746 - logits_profile_predictions_loss: 213.9437 - logcount_predictions_loss: 0.3330 950/967 [============================>.] - ETA: 9s - loss: 216.4751 - logits_profile_predictions_loss: 213.9441 - logcount_predictions_loss: 0.3330  951/967 [============================>.] - ETA: 9s - loss: 216.4755 - logits_profile_predictions_loss: 213.9446 - logcount_predictions_loss: 0.3330 952/967 [============================>.] - ETA: 8s - loss: 216.4760 - logits_profile_predictions_loss: 213.9451 - logcount_predictions_loss: 0.3330 953/967 [============================>.] - ETA: 8s - loss: 216.4765 - logits_profile_predictions_loss: 213.9456 - logcount_predictions_loss: 0.3330 954/967 [============================>.] - ETA: 7s - loss: 216.4770 - logits_profile_predictions_loss: 213.9461 - logcount_predictions_loss: 0.3330 955/967 [============================>.] - ETA: 6s - loss: 216.4775 - logits_profile_predictions_loss: 213.9465 - 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logits_profile_predictions_loss: 213.9501 - logcount_predictions_loss: 0.3330 963/967 [============================>.] - ETA: 2s - loss: 216.4817 - logits_profile_predictions_loss: 213.9506 - logcount_predictions_loss: 0.3330 964/967 [============================>.] - ETA: 1s - loss: 216.4822 - logits_profile_predictions_loss: 213.9510 - logcount_predictions_loss: 0.3330 965/967 [============================>.] - ETA: 1s - loss: 216.4826 - logits_profile_predictions_loss: 213.9515 - logcount_predictions_loss: 0.3330 966/967 [============================>.] - ETA: 0s - loss: 216.4831 - logits_profile_predictions_loss: 213.9519 - logcount_predictions_loss: 0.3330 967/967 [==============================] - ETA: 0s - loss: 216.4835 - logits_profile_predictions_loss: 213.9523 - logcount_predictions_loss: 0.3331 967/967 [==============================] - 593s 613ms/step - loss: 216.4839 - logits_profile_predictions_loss: 213.9527 - logcount_predictions_loss: 0.3331 - val_loss: 256.5121 - val_logits_profile_predictions_loss: 253.5422 - val_logcount_predictions_loss: 0.3908 Epoch 00014: val_loss did not improve from 256.45917 Epoch 15/50 1/967 [..............................] - ETA: 9:21 - loss: 206.3560 - logits_profile_predictions_loss: 203.9520 - logcount_predictions_loss: 0.3163 2/967 [..............................] - ETA: 9:04 - loss: 207.8379 - logits_profile_predictions_loss: 205.4202 - logcount_predictions_loss: 0.3181 3/967 [..............................] - ETA: 9:03 - loss: 206.7004 - logits_profile_predictions_loss: 204.4173 - logcount_predictions_loss: 0.3004 4/967 [..............................] - ETA: 9:03 - loss: 207.6807 - logits_profile_predictions_loss: 205.4963 - logcount_predictions_loss: 0.2874 5/967 [..............................] - ETA: 9:03 - loss: 208.3290 - logits_profile_predictions_loss: 206.1903 - logcount_predictions_loss: 0.2814 6/967 [..............................] - ETA: 9:02 - loss: 209.8124 - logits_profile_predictions_loss: 207.7065 - logcount_predictions_loss: 0.2771 7/967 [..............................] - ETA: 9:01 - loss: 210.8095 - logits_profile_predictions_loss: 208.7214 - logcount_predictions_loss: 0.2747 8/967 [..............................] - ETA: 9:01 - loss: 210.8821 - logits_profile_predictions_loss: 208.8034 - logcount_predictions_loss: 0.2735 9/967 [..............................] - ETA: 9:00 - loss: 211.0424 - logits_profile_predictions_loss: 208.9561 - logcount_predictions_loss: 0.2745 10/967 [..............................] - ETA: 9:00 - loss: 211.2712 - logits_profile_predictions_loss: 209.1792 - logcount_predictions_loss: 0.2753 11/967 [..............................] - ETA: 8:59 - loss: 211.3111 - logits_profile_predictions_loss: 209.2084 - logcount_predictions_loss: 0.2767 12/967 [..............................] - ETA: 8:58 - loss: 211.3950 - logits_profile_predictions_loss: 209.2828 - logcount_predictions_loss: 0.2779 13/967 [..............................] - ETA: 8:58 - loss: 211.3783 - logits_profile_predictions_loss: 209.2561 - logcount_predictions_loss: 0.2792 14/967 [..............................] - ETA: 8:57 - loss: 211.3841 - logits_profile_predictions_loss: 209.2550 - logcount_predictions_loss: 0.2801 15/967 [..............................] - ETA: 8:57 - loss: 211.3777 - logits_profile_predictions_loss: 209.2462 - logcount_predictions_loss: 0.2805 16/967 [..............................] - ETA: 8:56 - loss: 211.4531 - logits_profile_predictions_loss: 209.3169 - logcount_predictions_loss: 0.2811 17/967 [..............................] - ETA: 8:56 - loss: 211.5402 - logits_profile_predictions_loss: 209.3999 - logcount_predictions_loss: 0.2816 18/967 [..............................] - ETA: 8:55 - loss: 211.6016 - logits_profile_predictions_loss: 209.4581 - logcount_predictions_loss: 0.2820 19/967 [..............................] - ETA: 8:54 - loss: 211.7246 - logits_profile_predictions_loss: 209.5780 - logcount_predictions_loss: 0.2824 20/967 [..............................] - ETA: 8:54 - loss: 211.9223 - logits_profile_predictions_loss: 209.7718 - logcount_predictions_loss: 0.2830 21/967 [..............................] - ETA: 8:53 - loss: 212.0759 - logits_profile_predictions_loss: 209.9225 - logcount_predictions_loss: 0.2833 22/967 [..............................] - ETA: 8:53 - loss: 212.2193 - logits_profile_predictions_loss: 210.0637 - logcount_predictions_loss: 0.2836 23/967 [..............................] - ETA: 8:52 - loss: 212.3677 - logits_profile_predictions_loss: 210.2110 - logcount_predictions_loss: 0.2838 24/967 [..............................] - ETA: 8:52 - loss: 212.5105 - logits_profile_predictions_loss: 210.3539 - logcount_predictions_loss: 0.2838 25/967 [..............................] - ETA: 8:51 - loss: 212.6911 - logits_profile_predictions_loss: 210.5332 - logcount_predictions_loss: 0.2839 26/967 [..............................] - ETA: 8:51 - loss: 212.8438 - logits_profile_predictions_loss: 210.6837 - logcount_predictions_loss: 0.2842 27/967 [..............................] - ETA: 8:50 - loss: 212.9415 - logits_profile_predictions_loss: 210.7788 - logcount_predictions_loss: 0.2846 28/967 [..............................] - ETA: 8:49 - loss: 213.0173 - logits_profile_predictions_loss: 210.8526 - logcount_predictions_loss: 0.2848 29/967 [..............................] - ETA: 8:49 - loss: 213.1151 - logits_profile_predictions_loss: 210.9475 - logcount_predictions_loss: 0.2852 30/967 [..............................] - ETA: 8:48 - loss: 213.2375 - logits_profile_predictions_loss: 211.0662 - logcount_predictions_loss: 0.2857 31/967 [..............................] - ETA: 8:48 - loss: 213.3182 - logits_profile_predictions_loss: 211.1436 - logcount_predictions_loss: 0.2861 32/967 [..............................] - ETA: 8:47 - loss: 213.3707 - logits_profile_predictions_loss: 211.1929 - logcount_predictions_loss: 0.2866 33/967 [>.............................] - ETA: 8:47 - loss: 213.4389 - logits_profile_predictions_loss: 211.2573 - logcount_predictions_loss: 0.2870 34/967 [>.............................] - ETA: 8:46 - loss: 213.4909 - logits_profile_predictions_loss: 211.3049 - logcount_predictions_loss: 0.2876 35/967 [>.............................] - ETA: 8:46 - loss: 213.5149 - logits_profile_predictions_loss: 211.3237 - logcount_predictions_loss: 0.2883 36/967 [>.............................] - ETA: 8:45 - loss: 213.5451 - logits_profile_predictions_loss: 211.3484 - logcount_predictions_loss: 0.2890 37/967 [>.............................] - ETA: 8:45 - loss: 213.5757 - logits_profile_predictions_loss: 211.3735 - logcount_predictions_loss: 0.2898 38/967 [>.............................] - ETA: 8:44 - loss: 213.6061 - logits_profile_predictions_loss: 211.3984 - logcount_predictions_loss: 0.2905 39/967 [>.............................] - ETA: 8:43 - loss: 213.6378 - logits_profile_predictions_loss: 211.4248 - logcount_predictions_loss: 0.2912 40/967 [>.............................] - ETA: 8:43 - loss: 213.6649 - logits_profile_predictions_loss: 211.4470 - logcount_predictions_loss: 0.2918 41/967 [>.............................] - ETA: 8:42 - loss: 213.6764 - logits_profile_predictions_loss: 211.4540 - logcount_predictions_loss: 0.2924 42/967 [>.............................] - ETA: 8:42 - loss: 213.6898 - logits_profile_predictions_loss: 211.4627 - logcount_predictions_loss: 0.2930 43/967 [>.............................] - ETA: 8:41 - loss: 213.6915 - logits_profile_predictions_loss: 211.4600 - logcount_predictions_loss: 0.2936 44/967 [>.............................] - ETA: 8:41 - loss: 213.6969 - logits_profile_predictions_loss: 211.4609 - logcount_predictions_loss: 0.2942 45/967 [>.............................] - ETA: 8:40 - loss: 213.7138 - logits_profile_predictions_loss: 211.4739 - logcount_predictions_loss: 0.2947 46/967 [>.............................] - ETA: 8:40 - loss: 213.7327 - logits_profile_predictions_loss: 211.4889 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[============================>.] - ETA: 16s - loss: 215.7897 - logits_profile_predictions_loss: 213.3004 - logcount_predictions_loss: 0.3275 940/967 [============================>.] - ETA: 15s - loss: 215.7903 - logits_profile_predictions_loss: 213.3010 - logcount_predictions_loss: 0.3275 941/967 [============================>.] - ETA: 15s - loss: 215.7909 - logits_profile_predictions_loss: 213.3016 - logcount_predictions_loss: 0.3275 942/967 [============================>.] - ETA: 14s - loss: 215.7915 - logits_profile_predictions_loss: 213.3022 - logcount_predictions_loss: 0.3275 943/967 [============================>.] - ETA: 13s - loss: 215.7921 - logits_profile_predictions_loss: 213.3028 - logcount_predictions_loss: 0.3275 944/967 [============================>.] - ETA: 13s - loss: 215.7927 - logits_profile_predictions_loss: 213.3033 - logcount_predictions_loss: 0.3275 945/967 [============================>.] - ETA: 12s - loss: 215.7933 - logits_profile_predictions_loss: 213.3039 - 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[============================>.] - ETA: 4s - loss: 215.7997 - logits_profile_predictions_loss: 213.3103 - logcount_predictions_loss: 0.3275 960/967 [============================>.] - ETA: 4s - loss: 215.8000 - logits_profile_predictions_loss: 213.3106 - logcount_predictions_loss: 0.3275 961/967 [============================>.] - ETA: 3s - loss: 215.8004 - logits_profile_predictions_loss: 213.3110 - logcount_predictions_loss: 0.3275 962/967 [============================>.] - ETA: 2s - loss: 215.8007 - logits_profile_predictions_loss: 213.3114 - logcount_predictions_loss: 0.3275 963/967 [============================>.] - ETA: 2s - loss: 215.8011 - logits_profile_predictions_loss: 213.3117 - logcount_predictions_loss: 0.3275 964/967 [============================>.] - ETA: 1s - loss: 215.8016 - logits_profile_predictions_loss: 213.3122 - logcount_predictions_loss: 0.3275 965/967 [============================>.] - ETA: 1s - loss: 215.8020 - logits_profile_predictions_loss: 213.3126 - logcount_predictions_loss: 0.3275 966/967 [============================>.] - ETA: 0s - loss: 215.8024 - logits_profile_predictions_loss: 213.3130 - logcount_predictions_loss: 0.3275 967/967 [==============================] - ETA: 0s - loss: 215.8029 - logits_profile_predictions_loss: 213.3135 - logcount_predictions_loss: 0.3275 967/967 [==============================] - 592s 613ms/step - loss: 215.8033 - logits_profile_predictions_loss: 213.3139 - logcount_predictions_loss: 0.3275 - val_loss: 256.8846 - val_logits_profile_predictions_loss: 254.0419 - val_logcount_predictions_loss: 0.3740 Epoch 00015: val_loss did not improve from 256.45917 Epoch 16/50 1/967 [..............................] - ETA: 9:44 - loss: 227.5101 - logits_profile_predictions_loss: 225.3416 - logcount_predictions_loss: 0.2853 2/967 [..............................] - ETA: 9:04 - loss: 213.7862 - logits_profile_predictions_loss: 211.4123 - logcount_predictions_loss: 0.3123 3/967 [..............................] - ETA: 9:04 - loss: 212.4618 - logits_profile_predictions_loss: 210.1235 - logcount_predictions_loss: 0.3077 4/967 [..............................] - ETA: 9:03 - loss: 212.3284 - logits_profile_predictions_loss: 210.0439 - logcount_predictions_loss: 0.3006 5/967 [..............................] - ETA: 9:03 - loss: 211.8214 - logits_profile_predictions_loss: 209.5341 - logcount_predictions_loss: 0.3010 6/967 [..............................] - ETA: 9:02 - loss: 211.2391 - logits_profile_predictions_loss: 208.9378 - logcount_predictions_loss: 0.3028 7/967 [..............................] - ETA: 9:01 - loss: 210.8778 - logits_profile_predictions_loss: 208.5716 - logcount_predictions_loss: 0.3034 8/967 [..............................] - ETA: 9:01 - loss: 210.4248 - logits_profile_predictions_loss: 208.1130 - logcount_predictions_loss: 0.3042 9/967 [..............................] - ETA: 9:00 - loss: 210.4584 - logits_profile_predictions_loss: 208.1504 - logcount_predictions_loss: 0.3037 10/967 [..............................] - ETA: 9:00 - loss: 210.6463 - logits_profile_predictions_loss: 208.3349 - logcount_predictions_loss: 0.3041 11/967 [..............................] - ETA: 8:59 - loss: 210.8408 - logits_profile_predictions_loss: 208.5223 - logcount_predictions_loss: 0.3051 12/967 [..............................] - ETA: 8:58 - loss: 211.1425 - logits_profile_predictions_loss: 208.8198 - logcount_predictions_loss: 0.3056 13/967 [..............................] - ETA: 8:58 - loss: 211.3860 - logits_profile_predictions_loss: 209.0591 - logcount_predictions_loss: 0.3062 14/967 [..............................] - ETA: 8:57 - loss: 211.5311 - logits_profile_predictions_loss: 209.2057 - logcount_predictions_loss: 0.3060 15/967 [..............................] - ETA: 8:57 - loss: 211.6753 - logits_profile_predictions_loss: 209.3525 - logcount_predictions_loss: 0.3056 16/967 [..............................] - ETA: 8:56 - loss: 211.8470 - logits_profile_predictions_loss: 209.5278 - logcount_predictions_loss: 0.3052 17/967 [..............................] - ETA: 8:55 - loss: 212.1950 - logits_profile_predictions_loss: 209.8792 - logcount_predictions_loss: 0.3047 18/967 [..............................] - ETA: 8:55 - loss: 212.5271 - logits_profile_predictions_loss: 210.2160 - logcount_predictions_loss: 0.3041 19/967 [..............................] - ETA: 8:54 - loss: 212.8476 - logits_profile_predictions_loss: 210.5402 - logcount_predictions_loss: 0.3036 20/967 [..............................] - ETA: 8:54 - loss: 213.1238 - logits_profile_predictions_loss: 210.8214 - logcount_predictions_loss: 0.3029 21/967 [..............................] - ETA: 8:53 - loss: 213.3020 - logits_profile_predictions_loss: 211.0047 - logcount_predictions_loss: 0.3023 22/967 [..............................] - ETA: 8:53 - loss: 213.4897 - logits_profile_predictions_loss: 211.1966 - logcount_predictions_loss: 0.3017 23/967 [..............................] - ETA: 8:52 - loss: 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[..............................] - ETA: 8:48 - loss: 214.3153 - logits_profile_predictions_loss: 212.0421 - logcount_predictions_loss: 0.2991 31/967 [..............................] - ETA: 8:48 - loss: 214.3625 - logits_profile_predictions_loss: 212.0900 - logcount_predictions_loss: 0.2990 32/967 [..............................] - ETA: 8:47 - loss: 214.3873 - logits_profile_predictions_loss: 212.1151 - logcount_predictions_loss: 0.2990 33/967 [>.............................] - ETA: 8:46 - loss: 214.4090 - logits_profile_predictions_loss: 212.1363 - logcount_predictions_loss: 0.2990 34/967 [>.............................] - ETA: 8:46 - loss: 214.4413 - logits_profile_predictions_loss: 212.1677 - logcount_predictions_loss: 0.2992 35/967 [>.............................] - ETA: 8:45 - loss: 214.4483 - logits_profile_predictions_loss: 212.1739 - logcount_predictions_loss: 0.2993 36/967 [>.............................] - ETA: 8:45 - loss: 214.4677 - logits_profile_predictions_loss: 212.1927 - logcount_predictions_loss: 0.2993 37/967 [>.............................] - ETA: 8:44 - loss: 214.4697 - logits_profile_predictions_loss: 212.1940 - logcount_predictions_loss: 0.2994 38/967 [>.............................] - ETA: 8:44 - loss: 214.4671 - logits_profile_predictions_loss: 212.1906 - logcount_predictions_loss: 0.2995 39/967 [>.............................] - ETA: 8:43 - loss: 214.4658 - logits_profile_predictions_loss: 212.1885 - logcount_predictions_loss: 0.2996 40/967 [>.............................] - ETA: 8:42 - loss: 214.4647 - logits_profile_predictions_loss: 212.1864 - logcount_predictions_loss: 0.2998 41/967 [>.............................] - ETA: 8:42 - loss: 214.4422 - logits_profile_predictions_loss: 212.1628 - logcount_predictions_loss: 0.2999 42/967 [>.............................] - ETA: 8:41 - loss: 214.4314 - logits_profile_predictions_loss: 212.1507 - logcount_predictions_loss: 0.3001 43/967 [>.............................] - ETA: 8:41 - loss: 214.4144 - logits_profile_predictions_loss: 212.1326 - logcount_predictions_loss: 0.3002 44/967 [>.............................] - ETA: 8:40 - loss: 214.3919 - logits_profile_predictions_loss: 212.1092 - logcount_predictions_loss: 0.3004 45/967 [>.............................] - ETA: 8:40 - loss: 214.3611 - logits_profile_predictions_loss: 212.0767 - logcount_predictions_loss: 0.3006 46/967 [>.............................] - ETA: 8:39 - loss: 214.3182 - logits_profile_predictions_loss: 212.0325 - logcount_predictions_loss: 0.3008 47/967 [>.............................] - ETA: 8:39 - loss: 214.2809 - logits_profile_predictions_loss: 211.9942 - logcount_predictions_loss: 0.3009 48/967 [>.............................] - ETA: 8:38 - loss: 214.2353 - logits_profile_predictions_loss: 211.9481 - logcount_predictions_loss: 0.3009 49/967 [>.............................] - ETA: 8:37 - loss: 214.1870 - logits_profile_predictions_loss: 211.8994 - logcount_predictions_loss: 0.3010 50/967 [>.............................] - ETA: 8:37 - loss: 214.1319 - logits_profile_predictions_loss: 211.8440 - logcount_predictions_loss: 0.3010 51/967 [>.............................] - ETA: 8:36 - loss: 214.0759 - logits_profile_predictions_loss: 211.7878 - logcount_predictions_loss: 0.3011 52/967 [>.............................] - ETA: 8:36 - loss: 214.0320 - logits_profile_predictions_loss: 211.7438 - logcount_predictions_loss: 0.3011 53/967 [>.............................] - ETA: 8:35 - loss: 214.0076 - logits_profile_predictions_loss: 211.7194 - logcount_predictions_loss: 0.3011 54/967 [>.............................] - ETA: 8:35 - loss: 213.9884 - logits_profile_predictions_loss: 211.7005 - logcount_predictions_loss: 0.3010 55/967 [>.............................] - ETA: 8:34 - loss: 213.9666 - logits_profile_predictions_loss: 211.6788 - logcount_predictions_loss: 0.3010 56/967 [>.............................] - ETA: 8:33 - loss: 213.9475 - logits_profile_predictions_loss: 211.6600 - logcount_predictions_loss: 0.3010 57/967 [>.............................] - ETA: 8:33 - loss: 213.9313 - logits_profile_predictions_loss: 211.6444 - logcount_predictions_loss: 0.3009 58/967 [>.............................] - ETA: 8:32 - loss: 213.9229 - logits_profile_predictions_loss: 211.6361 - logcount_predictions_loss: 0.3009 59/967 [>.............................] - ETA: 8:32 - loss: 213.9136 - logits_profile_predictions_loss: 211.6270 - logcount_predictions_loss: 0.3009 60/967 [>.............................] - ETA: 8:31 - loss: 213.9002 - logits_profile_predictions_loss: 211.6137 - logcount_predictions_loss: 0.3009 61/967 [>.............................] - ETA: 8:31 - loss: 213.8801 - logits_profile_predictions_loss: 211.5940 - logcount_predictions_loss: 0.3008 62/967 [>.............................] - ETA: 8:30 - loss: 213.8587 - logits_profile_predictions_loss: 211.5729 - logcount_predictions_loss: 0.3008 63/967 [>.............................] - ETA: 8:30 - loss: 213.8336 - logits_profile_predictions_loss: 211.5479 - logcount_predictions_loss: 0.3008 64/967 [>.............................] - ETA: 8:29 - loss: 213.8110 - logits_profile_predictions_loss: 211.5255 - logcount_predictions_loss: 0.3007 65/967 [=>............................] - ETA: 8:29 - loss: 213.7910 - logits_profile_predictions_loss: 211.5059 - logcount_predictions_loss: 0.3007 66/967 [=>............................] - ETA: 8:28 - loss: 213.7708 - logits_profile_predictions_loss: 211.4862 - logcount_predictions_loss: 0.3006 67/967 [=>............................] - ETA: 8:28 - loss: 213.7517 - logits_profile_predictions_loss: 211.4675 - logcount_predictions_loss: 0.3006 68/967 [=>............................] - ETA: 8:28 - loss: 213.7369 - logits_profile_predictions_loss: 211.4531 - logcount_predictions_loss: 0.3005 69/967 [=>............................] - ETA: 8:27 - loss: 213.7269 - logits_profile_predictions_loss: 211.4436 - logcount_predictions_loss: 0.3004 70/967 [=>............................] - ETA: 8:27 - loss: 213.7119 - logits_profile_predictions_loss: 211.4292 - logcount_predictions_loss: 0.3004 71/967 [=>............................] - ETA: 8:26 - loss: 213.6983 - logits_profile_predictions_loss: 211.4163 - logcount_predictions_loss: 0.3003 72/967 [=>............................] - ETA: 8:26 - loss: 213.6841 - logits_profile_predictions_loss: 211.4026 - logcount_predictions_loss: 0.3002 73/967 [=>............................] - ETA: 8:25 - loss: 213.6724 - logits_profile_predictions_loss: 211.3914 - logcount_predictions_loss: 0.3001 74/967 [=>............................] - ETA: 8:25 - loss: 213.6631 - logits_profile_predictions_loss: 211.3825 - logcount_predictions_loss: 0.3001 75/967 [=>............................] - ETA: 8:24 - loss: 213.6550 - logits_profile_predictions_loss: 211.3750 - logcount_predictions_loss: 0.3000 76/967 [=>............................] - ETA: 8:24 - loss: 213.6490 - logits_profile_predictions_loss: 211.3696 - logcount_predictions_loss: 0.2999 77/967 [=>............................] - ETA: 8:23 - loss: 213.6411 - logits_profile_predictions_loss: 211.3622 - logcount_predictions_loss: 0.2999 78/967 [=>............................] - ETA: 8:23 - loss: 213.6346 - logits_profile_predictions_loss: 211.3561 - logcount_predictions_loss: 0.2998 79/967 [=>............................] - ETA: 8:23 - loss: 213.6314 - logits_profile_predictions_loss: 211.3534 - logcount_predictions_loss: 0.2997 80/967 [=>............................] - ETA: 8:22 - loss: 213.6266 - logits_profile_predictions_loss: 211.3490 - logcount_predictions_loss: 0.2997 81/967 [=>............................] - ETA: 8:22 - loss: 213.6240 - logits_profile_predictions_loss: 211.3470 - logcount_predictions_loss: 0.2996 82/967 [=>............................] - ETA: 8:21 - loss: 213.6215 - logits_profile_predictions_loss: 211.3451 - logcount_predictions_loss: 0.2995 83/967 [=>............................] - ETA: 8:21 - loss: 213.6208 - 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logits_profile_predictions_loss: 210.7527 - logcount_predictions_loss: 0.2878 963/967 [============================>.] - ETA: 2s - loss: 212.9389 - logits_profile_predictions_loss: 210.7519 - logcount_predictions_loss: 0.2877 964/967 [============================>.] - ETA: 1s - loss: 212.9380 - logits_profile_predictions_loss: 210.7511 - logcount_predictions_loss: 0.2877 965/967 [============================>.] - ETA: 1s - loss: 212.9371 - logits_profile_predictions_loss: 210.7503 - logcount_predictions_loss: 0.2877 966/967 [============================>.] - ETA: 0s - loss: 212.9363 - logits_profile_predictions_loss: 210.7495 - logcount_predictions_loss: 0.2877 967/967 [==============================] - ETA: 0s - loss: 212.9355 - logits_profile_predictions_loss: 210.7488 - logcount_predictions_loss: 0.2877 967/967 [==============================] - 593s 613ms/step - loss: 212.9347 - logits_profile_predictions_loss: 210.7480 - logcount_predictions_loss: 0.2877 - val_loss: 256.1819 - val_logits_profile_predictions_loss: 253.4461 - val_logcount_predictions_loss: 0.3600 Epoch 00016: val_loss improved from 256.45917 to 256.18188, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 17/50 1/967 [..............................] - ETA: 9:27 - loss: 207.6248 - logits_profile_predictions_loss: 205.9359 - logcount_predictions_loss: 0.2222 2/967 [..............................] - ETA: 9:05 - loss: 209.8716 - logits_profile_predictions_loss: 208.1383 - logcount_predictions_loss: 0.2281 3/967 [..............................] - ETA: 9:04 - loss: 210.8863 - logits_profile_predictions_loss: 209.1334 - logcount_predictions_loss: 0.2306 4/967 [..............................] - ETA: 9:03 - loss: 211.6524 - logits_profile_predictions_loss: 209.8769 - logcount_predictions_loss: 0.2336 5/967 [..............................] - ETA: 9:03 - loss: 212.3807 - logits_profile_predictions_loss: 210.5990 - logcount_predictions_loss: 0.2344 6/967 [..............................] - ETA: 9:02 - loss: 212.8457 - logits_profile_predictions_loss: 211.0484 - logcount_predictions_loss: 0.2365 7/967 [..............................] - ETA: 9:02 - loss: 213.1206 - logits_profile_predictions_loss: 211.3108 - logcount_predictions_loss: 0.2381 8/967 [..............................] - ETA: 9:01 - loss: 213.2166 - logits_profile_predictions_loss: 211.3916 - logcount_predictions_loss: 0.2401 9/967 [..............................] - ETA: 9:00 - loss: 213.6820 - logits_profile_predictions_loss: 211.8512 - logcount_predictions_loss: 0.2409 10/967 [..............................] - ETA: 9:00 - loss: 214.0134 - logits_profile_predictions_loss: 212.1784 - logcount_predictions_loss: 0.2414 11/967 [..............................] - ETA: 8:59 - loss: 214.2288 - logits_profile_predictions_loss: 212.3913 - logcount_predictions_loss: 0.2418 12/967 [..............................] - ETA: 8:59 - loss: 214.3363 - logits_profile_predictions_loss: 212.4994 - logcount_predictions_loss: 0.2417 13/967 [..............................] - ETA: 8:58 - loss: 214.3820 - logits_profile_predictions_loss: 212.5422 - logcount_predictions_loss: 0.2421 14/967 [..............................] - ETA: 8:58 - loss: 214.5348 - logits_profile_predictions_loss: 212.6902 - logcount_predictions_loss: 0.2427 15/967 [..............................] - ETA: 8:57 - loss: 214.5923 - logits_profile_predictions_loss: 212.7451 - logcount_predictions_loss: 0.2431 16/967 [..............................] - ETA: 8:57 - loss: 214.6022 - logits_profile_predictions_loss: 212.7493 - logcount_predictions_loss: 0.2438 17/967 [..............................] - ETA: 8:56 - loss: 214.6432 - logits_profile_predictions_loss: 212.7835 - logcount_predictions_loss: 0.2447 18/967 [..............................] - ETA: 8:55 - loss: 214.5806 - logits_profile_predictions_loss: 212.7144 - logcount_predictions_loss: 0.2456 19/967 [..............................] - ETA: 8:55 - loss: 214.5047 - logits_profile_predictions_loss: 212.6340 - logcount_predictions_loss: 0.2461 20/967 [..............................] - ETA: 8:54 - loss: 214.3851 - logits_profile_predictions_loss: 212.5107 - logcount_predictions_loss: 0.2466 21/967 [..............................] - ETA: 8:54 - loss: 214.2633 - logits_profile_predictions_loss: 212.3857 - logcount_predictions_loss: 0.2471 22/967 [..............................] - ETA: 8:53 - loss: 214.1746 - logits_profile_predictions_loss: 212.2904 - logcount_predictions_loss: 0.2479 23/967 [..............................] - ETA: 8:53 - loss: 214.0793 - logits_profile_predictions_loss: 212.1885 - logcount_predictions_loss: 0.2488 24/967 [..............................] - ETA: 8:52 - loss: 213.9523 - logits_profile_predictions_loss: 212.0557 - logcount_predictions_loss: 0.2496 25/967 [..............................] - ETA: 8:52 - loss: 213.8094 - logits_profile_predictions_loss: 211.9082 - logcount_predictions_loss: 0.2502 26/967 [..............................] - ETA: 8:51 - loss: 213.6575 - logits_profile_predictions_loss: 211.7523 - logcount_predictions_loss: 0.2507 27/967 [..............................] - ETA: 8:50 - loss: 213.5333 - logits_profile_predictions_loss: 211.6239 - logcount_predictions_loss: 0.2512 28/967 [..............................] - ETA: 8:50 - loss: 213.4362 - logits_profile_predictions_loss: 211.5232 - logcount_predictions_loss: 0.2517 29/967 [..............................] - ETA: 8:49 - loss: 213.3719 - logits_profile_predictions_loss: 211.4552 - logcount_predictions_loss: 0.2522 30/967 [..............................] - ETA: 8:49 - loss: 213.3288 - logits_profile_predictions_loss: 211.4087 - logcount_predictions_loss: 0.2526 31/967 [..............................] - ETA: 8:48 - loss: 213.2686 - logits_profile_predictions_loss: 211.3455 - logcount_predictions_loss: 0.2530 32/967 [..............................] - ETA: 8:48 - loss: 213.2067 - logits_profile_predictions_loss: 211.2815 - logcount_predictions_loss: 0.2533 33/967 [>.............................] - ETA: 8:47 - loss: 213.1723 - logits_profile_predictions_loss: 211.2449 - logcount_predictions_loss: 0.2536 34/967 [>.............................] - ETA: 8:46 - loss: 213.1226 - logits_profile_predictions_loss: 211.1929 - logcount_predictions_loss: 0.2539 35/967 [>.............................] - ETA: 8:46 - loss: 213.0826 - logits_profile_predictions_loss: 211.1508 - logcount_predictions_loss: 0.2542 36/967 [>.............................] - ETA: 8:45 - loss: 213.0197 - logits_profile_predictions_loss: 211.0856 - logcount_predictions_loss: 0.2545 37/967 [>.............................] - ETA: 8:45 - loss: 212.9707 - logits_profile_predictions_loss: 211.0347 - logcount_predictions_loss: 0.2547 38/967 [>.............................] - ETA: 8:44 - loss: 212.9149 - logits_profile_predictions_loss: 210.9768 - logcount_predictions_loss: 0.2550 39/967 [>.............................] - ETA: 8:44 - loss: 212.8587 - logits_profile_predictions_loss: 210.9189 - logcount_predictions_loss: 0.2552 40/967 [>.............................] - ETA: 8:43 - loss: 212.7835 - logits_profile_predictions_loss: 210.8416 - logcount_predictions_loss: 0.2555 41/967 [>.............................] - ETA: 8:42 - loss: 212.7280 - logits_profile_predictions_loss: 210.7841 - logcount_predictions_loss: 0.2558 42/967 [>.............................] - ETA: 8:42 - loss: 212.6764 - logits_profile_predictions_loss: 210.7312 - logcount_predictions_loss: 0.2559 43/967 [>.............................] - ETA: 8:41 - loss: 212.6233 - logits_profile_predictions_loss: 210.6772 - logcount_predictions_loss: 0.2561 44/967 [>.............................] - ETA: 8:41 - loss: 212.5744 - logits_profile_predictions_loss: 210.6273 - logcount_predictions_loss: 0.2562 45/967 [>.............................] - ETA: 8:40 - loss: 212.5325 - logits_profile_predictions_loss: 210.5845 - logcount_predictions_loss: 0.2563 46/967 [>.............................] - ETA: 8:40 - loss: 212.5008 - logits_profile_predictions_loss: 210.5523 - logcount_predictions_loss: 0.2564 47/967 [>.............................] - ETA: 8:39 - loss: 212.4713 - logits_profile_predictions_loss: 210.5224 - logcount_predictions_loss: 0.2564 48/967 [>.............................] - ETA: 8:39 - loss: 212.4426 - logits_profile_predictions_loss: 210.4934 - logcount_predictions_loss: 0.2565 49/967 [>.............................] - ETA: 8:38 - loss: 212.4173 - logits_profile_predictions_loss: 210.4679 - logcount_predictions_loss: 0.2565 50/967 [>.............................] - ETA: 8:37 - loss: 212.4049 - logits_profile_predictions_loss: 210.4553 - logcount_predictions_loss: 0.2565 51/967 [>.............................] - ETA: 8:37 - loss: 212.3918 - logits_profile_predictions_loss: 210.4416 - logcount_predictions_loss: 0.2566 52/967 [>.............................] - ETA: 8:36 - loss: 212.3701 - logits_profile_predictions_loss: 210.4194 - logcount_predictions_loss: 0.2567 53/967 [>.............................] - ETA: 8:36 - loss: 212.3492 - logits_profile_predictions_loss: 210.3983 - logcount_predictions_loss: 0.2567 54/967 [>.............................] - ETA: 8:35 - loss: 212.3355 - logits_profile_predictions_loss: 210.3846 - logcount_predictions_loss: 0.2567 55/967 [>.............................] - ETA: 8:35 - loss: 212.3255 - logits_profile_predictions_loss: 210.3747 - logcount_predictions_loss: 0.2567 56/967 [>.............................] - ETA: 8:34 - loss: 212.3128 - logits_profile_predictions_loss: 210.3619 - logcount_predictions_loss: 0.2567 57/967 [>.............................] - ETA: 8:33 - loss: 212.3065 - logits_profile_predictions_loss: 210.3556 - logcount_predictions_loss: 0.2567 58/967 [>.............................] - ETA: 8:33 - loss: 212.3013 - logits_profile_predictions_loss: 210.3503 - logcount_predictions_loss: 0.2567 59/967 [>.............................] - ETA: 8:29 - loss: 212.2896 - logits_profile_predictions_loss: 210.3386 - logcount_predictions_loss: 0.2567 60/967 [>.............................] - ETA: 8:29 - loss: 212.2712 - logits_profile_predictions_loss: 210.3200 - logcount_predictions_loss: 0.2567 61/967 [>.............................] - ETA: 8:28 - loss: 212.2495 - logits_profile_predictions_loss: 210.2983 - logcount_predictions_loss: 0.2567 62/967 [>.............................] - ETA: 8:28 - loss: 212.2368 - logits_profile_predictions_loss: 210.2852 - logcount_predictions_loss: 0.2568 63/967 [>.............................] - ETA: 8:27 - loss: 212.2258 - logits_profile_predictions_loss: 210.2741 - logcount_predictions_loss: 0.2568 64/967 [>.............................] - ETA: 8:27 - loss: 212.2142 - logits_profile_predictions_loss: 210.2624 - logcount_predictions_loss: 0.2568 65/967 [=>............................] - ETA: 8:27 - loss: 212.2030 - logits_profile_predictions_loss: 210.2511 - logcount_predictions_loss: 0.2568 66/967 [=>............................] - ETA: 8:26 - loss: 212.1919 - logits_profile_predictions_loss: 210.2398 - logcount_predictions_loss: 0.2569 67/967 [=>............................] - ETA: 8:26 - loss: 212.1839 - logits_profile_predictions_loss: 210.2315 - logcount_predictions_loss: 0.2569 68/967 [=>............................] - ETA: 8:25 - loss: 212.1732 - logits_profile_predictions_loss: 210.2205 - logcount_predictions_loss: 0.2569 69/967 [=>............................] - ETA: 8:25 - loss: 212.1624 - logits_profile_predictions_loss: 210.2095 - logcount_predictions_loss: 0.2570 70/967 [=>............................] - ETA: 8:24 - loss: 212.1509 - logits_profile_predictions_loss: 210.1976 - logcount_predictions_loss: 0.2570 71/967 [=>............................] - ETA: 8:24 - loss: 212.1386 - logits_profile_predictions_loss: 210.1850 - logcount_predictions_loss: 0.2571 72/967 [=>............................] - ETA: 8:24 - loss: 212.1229 - 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[=>............................] - ETA: 8:21 - loss: 211.9597 - logits_profile_predictions_loss: 210.0047 - logcount_predictions_loss: 0.2572 80/967 [=>............................] - ETA: 8:21 - loss: 211.9305 - logits_profile_predictions_loss: 209.9752 - logcount_predictions_loss: 0.2573 81/967 [=>............................] - ETA: 8:21 - loss: 211.9021 - logits_profile_predictions_loss: 209.9466 - logcount_predictions_loss: 0.2573 82/967 [=>............................] - ETA: 8:21 - loss: 211.8785 - logits_profile_predictions_loss: 209.9225 - logcount_predictions_loss: 0.2574 83/967 [=>............................] - ETA: 8:20 - loss: 211.8538 - logits_profile_predictions_loss: 209.8975 - logcount_predictions_loss: 0.2574 84/967 [=>............................] - ETA: 8:20 - loss: 211.8312 - logits_profile_predictions_loss: 209.8745 - logcount_predictions_loss: 0.2575 85/967 [=>............................] - ETA: 8:19 - loss: 211.8134 - logits_profile_predictions_loss: 209.8564 - logcount_predictions_loss: 0.2575 86/967 [=>............................] - ETA: 8:19 - loss: 211.7947 - logits_profile_predictions_loss: 209.8373 - logcount_predictions_loss: 0.2576 87/967 [=>............................] - ETA: 8:19 - loss: 211.7769 - logits_profile_predictions_loss: 209.8191 - logcount_predictions_loss: 0.2576 88/967 [=>............................] - ETA: 8:18 - loss: 211.7645 - logits_profile_predictions_loss: 209.8064 - logcount_predictions_loss: 0.2577 89/967 [=>............................] - ETA: 8:18 - loss: 211.7521 - logits_profile_predictions_loss: 209.7936 - logcount_predictions_loss: 0.2577 90/967 [=>............................] - ETA: 8:18 - loss: 211.7394 - logits_profile_predictions_loss: 209.7806 - logcount_predictions_loss: 0.2577 91/967 [=>............................] - ETA: 8:17 - loss: 211.7277 - logits_profile_predictions_loss: 209.7686 - logcount_predictions_loss: 0.2578 92/967 [=>............................] - ETA: 8:17 - loss: 211.7166 - logits_profile_predictions_loss: 209.7572 - logcount_predictions_loss: 0.2578 93/967 [=>............................] - ETA: 8:16 - loss: 211.7067 - logits_profile_predictions_loss: 209.7469 - logcount_predictions_loss: 0.2579 94/967 [=>............................] - ETA: 8:16 - loss: 211.6967 - logits_profile_predictions_loss: 209.7364 - logcount_predictions_loss: 0.2579 95/967 [=>............................] - ETA: 8:15 - loss: 211.6868 - logits_profile_predictions_loss: 209.7260 - logcount_predictions_loss: 0.2580 96/967 [=>............................] - ETA: 8:15 - loss: 211.6769 - logits_profile_predictions_loss: 209.7158 - logcount_predictions_loss: 0.2580 97/967 [==>...........................] - ETA: 8:14 - loss: 211.6694 - logits_profile_predictions_loss: 209.7078 - logcount_predictions_loss: 0.2581 98/967 [==>...........................] - ETA: 8:14 - loss: 211.6625 - logits_profile_predictions_loss: 209.7004 - logcount_predictions_loss: 0.2582 99/967 [==>...........................] - ETA: 8:13 - loss: 211.6558 - logits_profile_predictions_loss: 209.6932 - logcount_predictions_loss: 0.2582 100/967 [==>...........................] - ETA: 8:13 - loss: 211.6504 - logits_profile_predictions_loss: 209.6873 - logcount_predictions_loss: 0.2583 101/967 [==>...........................] - ETA: 8:12 - loss: 211.6436 - logits_profile_predictions_loss: 209.6799 - logcount_predictions_loss: 0.2584 102/967 [==>...........................] - ETA: 8:12 - loss: 211.6339 - logits_profile_predictions_loss: 209.6697 - logcount_predictions_loss: 0.2585 103/967 [==>...........................] - ETA: 8:11 - loss: 211.6242 - logits_profile_predictions_loss: 209.6594 - logcount_predictions_loss: 0.2585 104/967 [==>...........................] - ETA: 8:11 - loss: 211.6153 - logits_profile_predictions_loss: 209.6499 - logcount_predictions_loss: 0.2586 105/967 [==>...........................] - ETA: 8:10 - loss: 211.6034 - logits_profile_predictions_loss: 209.6374 - logcount_predictions_loss: 0.2587 106/967 [==>...........................] - ETA: 8:10 - loss: 211.5894 - logits_profile_predictions_loss: 209.6229 - logcount_predictions_loss: 0.2588 107/967 [==>...........................] - ETA: 8:10 - loss: 211.5764 - logits_profile_predictions_loss: 209.6092 - logcount_predictions_loss: 0.2588 108/967 [==>...........................] - ETA: 8:09 - loss: 211.5645 - logits_profile_predictions_loss: 209.5968 - logcount_predictions_loss: 0.2589 109/967 [==>...........................] - ETA: 8:09 - loss: 211.5519 - logits_profile_predictions_loss: 209.5837 - logcount_predictions_loss: 0.2590 110/967 [==>...........................] - ETA: 8:08 - loss: 211.5380 - logits_profile_predictions_loss: 209.5692 - logcount_predictions_loss: 0.2590 111/967 [==>...........................] - ETA: 8:08 - loss: 211.5240 - logits_profile_predictions_loss: 209.5547 - logcount_predictions_loss: 0.2591 112/967 [==>...........................] - ETA: 8:07 - 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119/967 [==>...........................] - ETA: 8:04 - loss: 211.4013 - logits_profile_predictions_loss: 209.4276 - logcount_predictions_loss: 0.2597 120/967 [==>...........................] - ETA: 8:03 - loss: 211.3861 - logits_profile_predictions_loss: 209.4120 - logcount_predictions_loss: 0.2598 121/967 [==>...........................] - ETA: 8:03 - loss: 211.3701 - logits_profile_predictions_loss: 209.3955 - logcount_predictions_loss: 0.2598 122/967 [==>...........................] - ETA: 8:02 - loss: 211.3541 - logits_profile_predictions_loss: 209.3791 - logcount_predictions_loss: 0.2599 123/967 [==>...........................] - ETA: 8:02 - loss: 211.3383 - logits_profile_predictions_loss: 209.3628 - logcount_predictions_loss: 0.2599 124/967 [==>...........................] - ETA: 8:01 - loss: 211.3220 - logits_profile_predictions_loss: 209.3461 - logcount_predictions_loss: 0.2600 125/967 [==>...........................] - ETA: 8:01 - loss: 211.3061 - 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logcount_predictions_loss: 0.2676 965/967 [============================>.] - ETA: 1s - loss: 210.3796 - logits_profile_predictions_loss: 208.3460 - logcount_predictions_loss: 0.2676 966/967 [============================>.] - ETA: 0s - loss: 210.3791 - logits_profile_predictions_loss: 208.3454 - logcount_predictions_loss: 0.2676 967/967 [==============================] - ETA: 0s - loss: 210.3785 - logits_profile_predictions_loss: 208.3448 - logcount_predictions_loss: 0.2676 967/967 [==============================] - 594s 614ms/step - loss: 210.3778 - logits_profile_predictions_loss: 208.3442 - logcount_predictions_loss: 0.2676 - val_loss: 259.1704 - val_logits_profile_predictions_loss: 255.7163 - val_logcount_predictions_loss: 0.4545 Epoch 00017: val_loss did not improve from 256.18188 Epoch 18/50 1/967 [..............................] - ETA: 9:22 - loss: 212.1141 - logits_profile_predictions_loss: 209.6884 - logcount_predictions_loss: 0.3192 2/967 [..............................] - 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[..............................] - ETA: 9:00 - loss: 203.3594 - logits_profile_predictions_loss: 201.1003 - logcount_predictions_loss: 0.2973 10/967 [..............................] - ETA: 9:00 - loss: 202.6857 - logits_profile_predictions_loss: 200.4310 - logcount_predictions_loss: 0.2967 11/967 [..............................] - ETA: 8:59 - loss: 202.4851 - logits_profile_predictions_loss: 200.2342 - logcount_predictions_loss: 0.2962 12/967 [..............................] - ETA: 8:59 - loss: 202.2885 - logits_profile_predictions_loss: 200.0426 - logcount_predictions_loss: 0.2955 13/967 [..............................] - ETA: 8:58 - loss: 202.1074 - logits_profile_predictions_loss: 199.8652 - logcount_predictions_loss: 0.2950 14/967 [..............................] - ETA: 8:57 - loss: 201.9890 - logits_profile_predictions_loss: 199.7528 - logcount_predictions_loss: 0.2942 15/967 [..............................] - ETA: 8:57 - loss: 201.9775 - logits_profile_predictions_loss: 199.7472 - logcount_predictions_loss: 0.2935 16/967 [..............................] - ETA: 8:56 - loss: 201.9659 - logits_profile_predictions_loss: 199.7428 - logcount_predictions_loss: 0.2925 17/967 [..............................] - ETA: 8:56 - loss: 202.0145 - logits_profile_predictions_loss: 199.7986 - logcount_predictions_loss: 0.2916 18/967 [..............................] - ETA: 8:55 - loss: 202.0460 - logits_profile_predictions_loss: 199.8375 - logcount_predictions_loss: 0.2906 19/967 [..............................] - ETA: 8:55 - loss: 202.0736 - logits_profile_predictions_loss: 199.8723 - logcount_predictions_loss: 0.2896 20/967 [..............................] - ETA: 8:54 - loss: 202.1534 - logits_profile_predictions_loss: 199.9583 - logcount_predictions_loss: 0.2888 21/967 [..............................] - ETA: 8:54 - loss: 202.1768 - logits_profile_predictions_loss: 199.9869 - logcount_predictions_loss: 0.2881 22/967 [..............................] - ETA: 8:53 - loss: 202.2065 - 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[============================>.] - ETA: 11s - loss: 207.5718 - logits_profile_predictions_loss: 205.6534 - logcount_predictions_loss: 0.2524 949/967 [============================>.] - ETA: 10s - loss: 207.5726 - logits_profile_predictions_loss: 205.6542 - logcount_predictions_loss: 0.2524 950/967 [============================>.] - ETA: 9s - loss: 207.5734 - logits_profile_predictions_loss: 205.6551 - logcount_predictions_loss: 0.2524  951/967 [============================>.] - ETA: 9s - loss: 207.5742 - logits_profile_predictions_loss: 205.6559 - logcount_predictions_loss: 0.2524 952/967 [============================>.] - ETA: 8s - loss: 207.5750 - logits_profile_predictions_loss: 205.6568 - logcount_predictions_loss: 0.2524 953/967 [============================>.] - ETA: 8s - loss: 207.5758 - logits_profile_predictions_loss: 205.6576 - logcount_predictions_loss: 0.2524 954/967 [============================>.] - ETA: 7s - loss: 207.5766 - logits_profile_predictions_loss: 205.6584 - 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[==============================] - 594s 615ms/step - loss: 207.5871 - logits_profile_predictions_loss: 205.6695 - logcount_predictions_loss: 0.2523 - val_loss: 258.4407 - val_logits_profile_predictions_loss: 255.6196 - val_logcount_predictions_loss: 0.3712 Epoch 00018: val_loss did not improve from 256.18188 Epoch 19/50 1/967 [..............................] - ETA: 9:19 - loss: 206.3218 - logits_profile_predictions_loss: 204.0199 - logcount_predictions_loss: 0.3029 2/967 [..............................] - ETA: 9:03 - loss: 205.5434 - logits_profile_predictions_loss: 203.4242 - logcount_predictions_loss: 0.2788 3/967 [..............................] - ETA: 9:03 - loss: 205.1434 - logits_profile_predictions_loss: 203.0277 - logcount_predictions_loss: 0.2784 4/967 [..............................] - ETA: 9:02 - loss: 204.2957 - logits_profile_predictions_loss: 202.2157 - logcount_predictions_loss: 0.2737 5/967 [..............................] - ETA: 9:02 - loss: 203.7761 - 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[..............................] - ETA: 8:58 - loss: 203.6057 - logits_profile_predictions_loss: 201.6631 - logcount_predictions_loss: 0.2556 13/967 [..............................] - ETA: 8:57 - loss: 203.6023 - logits_profile_predictions_loss: 201.6731 - logcount_predictions_loss: 0.2538 14/967 [..............................] - ETA: 8:57 - loss: 203.6364 - logits_profile_predictions_loss: 201.7192 - logcount_predictions_loss: 0.2523 15/967 [..............................] - ETA: 8:56 - loss: 203.6907 - logits_profile_predictions_loss: 201.7824 - logcount_predictions_loss: 0.2511 16/967 [..............................] - ETA: 8:55 - loss: 203.8980 - logits_profile_predictions_loss: 201.9982 - logcount_predictions_loss: 0.2500 17/967 [..............................] - ETA: 8:55 - loss: 204.1003 - logits_profile_predictions_loss: 202.2094 - logcount_predictions_loss: 0.2488 18/967 [..............................] - ETA: 8:54 - loss: 204.2539 - logits_profile_predictions_loss: 202.3723 - logcount_predictions_loss: 0.2476 19/967 [..............................] - ETA: 8:54 - loss: 204.3115 - logits_profile_predictions_loss: 202.4392 - logcount_predictions_loss: 0.2464 20/967 [..............................] - ETA: 8:53 - loss: 204.3705 - logits_profile_predictions_loss: 202.5071 - logcount_predictions_loss: 0.2452 21/967 [..............................] - ETA: 8:53 - loss: 204.3948 - logits_profile_predictions_loss: 202.5389 - logcount_predictions_loss: 0.2442 22/967 [..............................] - ETA: 8:52 - loss: 204.4509 - logits_profile_predictions_loss: 202.6003 - logcount_predictions_loss: 0.2435 23/967 [..............................] - ETA: 8:52 - loss: 204.5258 - logits_profile_predictions_loss: 202.6796 - logcount_predictions_loss: 0.2429 24/967 [..............................] - ETA: 8:51 - loss: 204.5820 - logits_profile_predictions_loss: 202.7397 - logcount_predictions_loss: 0.2424 25/967 [..............................] - ETA: 8:50 - loss: 204.6423 - 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[..............................] - ETA: 8:46 - loss: 205.3275 - logits_profile_predictions_loss: 203.5145 - logcount_predictions_loss: 0.2386 33/967 [>.............................] - ETA: 8:46 - loss: 205.3916 - logits_profile_predictions_loss: 203.5825 - logcount_predictions_loss: 0.2380 34/967 [>.............................] - ETA: 8:45 - loss: 205.4588 - logits_profile_predictions_loss: 203.6531 - logcount_predictions_loss: 0.2376 35/967 [>.............................] - ETA: 8:45 - loss: 205.5138 - logits_profile_predictions_loss: 203.7110 - logcount_predictions_loss: 0.2372 36/967 [>.............................] - ETA: 8:44 - loss: 205.5624 - logits_profile_predictions_loss: 203.7620 - logcount_predictions_loss: 0.2369 37/967 [>.............................] - ETA: 8:44 - loss: 205.5966 - logits_profile_predictions_loss: 203.7989 - logcount_predictions_loss: 0.2365 38/967 [>.............................] - ETA: 8:43 - loss: 205.6290 - logits_profile_predictions_loss: 203.8330 - logcount_predictions_loss: 0.2363 39/967 [>.............................] - ETA: 8:43 - loss: 205.6650 - logits_profile_predictions_loss: 203.8706 - logcount_predictions_loss: 0.2361 40/967 [>.............................] - ETA: 8:42 - loss: 205.6938 - logits_profile_predictions_loss: 203.9009 - logcount_predictions_loss: 0.2359 41/967 [>.............................] - ETA: 8:41 - loss: 205.7070 - logits_profile_predictions_loss: 203.9152 - logcount_predictions_loss: 0.2358 42/967 [>.............................] - ETA: 8:41 - loss: 205.7256 - logits_profile_predictions_loss: 203.9345 - logcount_predictions_loss: 0.2357 43/967 [>.............................] - ETA: 8:40 - loss: 205.7452 - logits_profile_predictions_loss: 203.9546 - logcount_predictions_loss: 0.2356 44/967 [>.............................] - ETA: 8:40 - loss: 205.7723 - logits_profile_predictions_loss: 203.9821 - logcount_predictions_loss: 0.2355 45/967 [>.............................] - ETA: 8:39 - loss: 205.7885 - 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[>.............................] - ETA: 8:35 - loss: 205.8670 - logits_profile_predictions_loss: 204.0745 - logcount_predictions_loss: 0.2359 53/967 [>.............................] - ETA: 8:35 - loss: 205.8718 - logits_profile_predictions_loss: 204.0786 - logcount_predictions_loss: 0.2360 54/967 [>.............................] - ETA: 8:34 - loss: 205.8720 - logits_profile_predictions_loss: 204.0781 - logcount_predictions_loss: 0.2360 55/967 [>.............................] - ETA: 8:34 - loss: 205.8807 - logits_profile_predictions_loss: 204.0862 - logcount_predictions_loss: 0.2361 56/967 [>.............................] - ETA: 8:33 - loss: 205.8903 - logits_profile_predictions_loss: 204.0951 - logcount_predictions_loss: 0.2362 57/967 [>.............................] - ETA: 8:32 - loss: 205.9027 - logits_profile_predictions_loss: 204.1069 - logcount_predictions_loss: 0.2363 58/967 [>.............................] - ETA: 8:32 - loss: 205.9132 - logits_profile_predictions_loss: 204.1169 - logcount_predictions_loss: 0.2363 59/967 [>.............................] - ETA: 8:31 - loss: 205.9145 - logits_profile_predictions_loss: 204.1180 - logcount_predictions_loss: 0.2364 60/967 [>.............................] - ETA: 8:31 - loss: 205.9134 - logits_profile_predictions_loss: 204.1166 - logcount_predictions_loss: 0.2364 61/967 [>.............................] - ETA: 8:30 - loss: 205.9107 - logits_profile_predictions_loss: 204.1135 - logcount_predictions_loss: 0.2365 62/967 [>.............................] - ETA: 8:30 - loss: 205.9083 - logits_profile_predictions_loss: 204.1106 - logcount_predictions_loss: 0.2365 63/967 [>.............................] - ETA: 8:29 - loss: 205.9049 - logits_profile_predictions_loss: 204.1067 - logcount_predictions_loss: 0.2366 64/967 [>.............................] - ETA: 8:29 - loss: 205.8997 - logits_profile_predictions_loss: 204.1012 - logcount_predictions_loss: 0.2367 65/967 [=>............................] - ETA: 8:29 - loss: 205.8874 - logits_profile_predictions_loss: 204.0884 - logcount_predictions_loss: 0.2367 66/967 [=>............................] - ETA: 8:28 - loss: 205.8781 - logits_profile_predictions_loss: 204.0787 - logcount_predictions_loss: 0.2368 67/967 [=>............................] - ETA: 8:28 - loss: 205.8712 - logits_profile_predictions_loss: 204.0714 - logcount_predictions_loss: 0.2368 68/967 [=>............................] - ETA: 8:27 - loss: 205.8684 - logits_profile_predictions_loss: 204.0683 - logcount_predictions_loss: 0.2369 69/967 [=>............................] - ETA: 8:27 - loss: 205.8641 - logits_profile_predictions_loss: 204.0637 - logcount_predictions_loss: 0.2369 70/967 [=>............................] - ETA: 8:26 - loss: 205.8574 - logits_profile_predictions_loss: 204.0568 - logcount_predictions_loss: 0.2369 71/967 [=>............................] - ETA: 8:26 - loss: 205.8514 - logits_profile_predictions_loss: 204.0507 - logcount_predictions_loss: 0.2369 72/967 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[============================>.] - ETA: 9s - loss: 205.7475 - logits_profile_predictions_loss: 203.9316 - logcount_predictions_loss: 0.2390 952/967 [============================>.] - ETA: 8s - loss: 205.7484 - logits_profile_predictions_loss: 203.9324 - logcount_predictions_loss: 0.2390 953/967 [============================>.] - ETA: 8s - loss: 205.7492 - logits_profile_predictions_loss: 203.9333 - logcount_predictions_loss: 0.2390 954/967 [============================>.] - ETA: 7s - loss: 205.7501 - logits_profile_predictions_loss: 203.9341 - logcount_predictions_loss: 0.2390 955/967 [============================>.] - ETA: 6s - loss: 205.7509 - logits_profile_predictions_loss: 203.9350 - logcount_predictions_loss: 0.2390 956/967 [============================>.] - ETA: 6s - loss: 205.7518 - logits_profile_predictions_loss: 203.9359 - logcount_predictions_loss: 0.2389 957/967 [============================>.] - ETA: 5s - loss: 205.7526 - logits_profile_predictions_loss: 203.9367 - logcount_predictions_loss: 0.2389 958/967 [============================>.] - ETA: 5s - loss: 205.7534 - logits_profile_predictions_loss: 203.9375 - logcount_predictions_loss: 0.2389 959/967 [============================>.] - ETA: 4s - loss: 205.7543 - logits_profile_predictions_loss: 203.9384 - logcount_predictions_loss: 0.2389 960/967 [============================>.] - ETA: 4s - loss: 205.7551 - logits_profile_predictions_loss: 203.9393 - logcount_predictions_loss: 0.2389 961/967 [============================>.] - ETA: 3s - loss: 205.7559 - logits_profile_predictions_loss: 203.9401 - logcount_predictions_loss: 0.2389 962/967 [============================>.] - ETA: 2s - loss: 205.7567 - logits_profile_predictions_loss: 203.9409 - logcount_predictions_loss: 0.2389 963/967 [============================>.] - ETA: 2s - loss: 205.7576 - logits_profile_predictions_loss: 203.9418 - logcount_predictions_loss: 0.2389 964/967 [============================>.] - ETA: 1s - loss: 205.7584 - logits_profile_predictions_loss: 203.9426 - logcount_predictions_loss: 0.2389 965/967 [============================>.] - ETA: 1s - loss: 205.7592 - logits_profile_predictions_loss: 203.9434 - logcount_predictions_loss: 0.2389 966/967 [============================>.] - ETA: 0s - loss: 205.7600 - logits_profile_predictions_loss: 203.9442 - logcount_predictions_loss: 0.2389 967/967 [==============================] - ETA: 0s - loss: 205.7608 - logits_profile_predictions_loss: 203.9451 - logcount_predictions_loss: 0.2389 967/967 [==============================] - 589s 609ms/step - loss: 205.7616 - logits_profile_predictions_loss: 203.9459 - logcount_predictions_loss: 0.2389 - val_loss: 259.6706 - val_logits_profile_predictions_loss: 256.8209 - val_logcount_predictions_loss: 0.3749 Epoch 00019: val_loss did not improve from 256.18188 Epoch 20/50 1/967 [..............................] - ETA: 9:18 - loss: 199.9730 - logits_profile_predictions_loss: 198.1851 - logcount_predictions_loss: 0.2353 2/967 [..............................] - ETA: 9:04 - loss: 199.2251 - logits_profile_predictions_loss: 197.4159 - logcount_predictions_loss: 0.2381 3/967 [..............................] - ETA: 9:03 - loss: 199.7728 - logits_profile_predictions_loss: 197.9925 - logcount_predictions_loss: 0.2343 4/967 [..............................] - ETA: 9:03 - loss: 200.3091 - logits_profile_predictions_loss: 198.5581 - logcount_predictions_loss: 0.2304 5/967 [..............................] - ETA: 9:03 - loss: 200.1607 - logits_profile_predictions_loss: 198.4400 - logcount_predictions_loss: 0.2264 6/967 [..............................] - ETA: 9:02 - loss: 200.7397 - logits_profile_predictions_loss: 199.0419 - logcount_predictions_loss: 0.2234 7/967 [..............................] - ETA: 9:01 - loss: 201.1684 - logits_profile_predictions_loss: 199.4801 - logcount_predictions_loss: 0.2221 8/967 [..............................] - ETA: 9:01 - loss: 201.2259 - logits_profile_predictions_loss: 199.5235 - logcount_predictions_loss: 0.2240 9/967 [..............................] - ETA: 9:00 - loss: 201.1951 - logits_profile_predictions_loss: 199.4816 - logcount_predictions_loss: 0.2255 10/967 [..............................] - ETA: 9:00 - loss: 201.2695 - logits_profile_predictions_loss: 199.5539 - logcount_predictions_loss: 0.2257 11/967 [..............................] - ETA: 8:59 - loss: 201.2289 - logits_profile_predictions_loss: 199.5166 - logcount_predictions_loss: 0.2253 12/967 [..............................] - ETA: 8:59 - loss: 201.0467 - logits_profile_predictions_loss: 199.3386 - logcount_predictions_loss: 0.2247 13/967 [..............................] - ETA: 8:58 - loss: 200.8384 - logits_profile_predictions_loss: 199.1354 - logcount_predictions_loss: 0.2241 14/967 [..............................] - ETA: 8:58 - loss: 200.7223 - logits_profile_predictions_loss: 199.0236 - logcount_predictions_loss: 0.2235 15/967 [..............................] - ETA: 8:57 - loss: 200.6294 - logits_profile_predictions_loss: 198.9358 - logcount_predictions_loss: 0.2228 16/967 [..............................] - ETA: 8:56 - loss: 200.5529 - logits_profile_predictions_loss: 198.8629 - logcount_predictions_loss: 0.2224 17/967 [..............................] - ETA: 8:56 - loss: 200.4282 - logits_profile_predictions_loss: 198.7417 - logcount_predictions_loss: 0.2219 18/967 [..............................] - ETA: 8:55 - loss: 200.3700 - logits_profile_predictions_loss: 198.6869 - logcount_predictions_loss: 0.2215 19/967 [..............................] - ETA: 8:55 - loss: 200.3115 - logits_profile_predictions_loss: 198.6305 - logcount_predictions_loss: 0.2212 20/967 [..............................] - ETA: 8:54 - loss: 200.3073 - logits_profile_predictions_loss: 198.6283 - logcount_predictions_loss: 0.2209 21/967 [..............................] - ETA: 8:54 - loss: 200.3662 - logits_profile_predictions_loss: 198.6905 - logcount_predictions_loss: 0.2205 22/967 [..............................] - ETA: 8:53 - loss: 200.4692 - logits_profile_predictions_loss: 198.7967 - logcount_predictions_loss: 0.2201 23/967 [..............................] - ETA: 8:53 - loss: 200.5539 - logits_profile_predictions_loss: 198.8847 - logcount_predictions_loss: 0.2196 24/967 [..............................] - ETA: 8:52 - loss: 200.6225 - logits_profile_predictions_loss: 198.9549 - logcount_predictions_loss: 0.2194 25/967 [..............................] - ETA: 8:51 - loss: 200.6429 - logits_profile_predictions_loss: 198.9763 - logcount_predictions_loss: 0.2193 26/967 [..............................] - ETA: 8:51 - loss: 200.6424 - logits_profile_predictions_loss: 198.9773 - logcount_predictions_loss: 0.2191 27/967 [..............................] - ETA: 8:50 - loss: 200.6349 - logits_profile_predictions_loss: 198.9719 - logcount_predictions_loss: 0.2188 28/967 [..............................] - ETA: 8:50 - loss: 200.6280 - logits_profile_predictions_loss: 198.9672 - logcount_predictions_loss: 0.2185 29/967 [..............................] - ETA: 8:49 - loss: 200.6182 - logits_profile_predictions_loss: 198.9598 - logcount_predictions_loss: 0.2182 30/967 [..............................] - ETA: 8:49 - loss: 200.6099 - logits_profile_predictions_loss: 198.9538 - logcount_predictions_loss: 0.2179 31/967 [..............................] - ETA: 8:48 - loss: 200.6107 - logits_profile_predictions_loss: 198.9567 - logcount_predictions_loss: 0.2176 32/967 [..............................] - ETA: 8:47 - loss: 200.6327 - logits_profile_predictions_loss: 198.9806 - logcount_predictions_loss: 0.2174 33/967 [>.............................] - ETA: 8:47 - loss: 200.6717 - logits_profile_predictions_loss: 199.0217 - logcount_predictions_loss: 0.2171 34/967 [>.............................] - ETA: 8:46 - loss: 200.7288 - logits_profile_predictions_loss: 199.0809 - logcount_predictions_loss: 0.2168 35/967 [>.............................] - ETA: 8:46 - loss: 200.8074 - logits_profile_predictions_loss: 199.1613 - logcount_predictions_loss: 0.2166 36/967 [>.............................] - ETA: 8:45 - loss: 200.8798 - logits_profile_predictions_loss: 199.2354 - logcount_predictions_loss: 0.2164 37/967 [>.............................] - ETA: 8:45 - loss: 200.9568 - logits_profile_predictions_loss: 199.3141 - logcount_predictions_loss: 0.2161 38/967 [>.............................] - ETA: 8:44 - loss: 201.0344 - logits_profile_predictions_loss: 199.3930 - logcount_predictions_loss: 0.2160 39/967 [>.............................] - ETA: 8:44 - loss: 201.1310 - logits_profile_predictions_loss: 199.4910 - logcount_predictions_loss: 0.2158 40/967 [>.............................] - ETA: 8:43 - loss: 201.2297 - logits_profile_predictions_loss: 199.5908 - logcount_predictions_loss: 0.2156 41/967 [>.............................] - ETA: 8:42 - loss: 201.3194 - logits_profile_predictions_loss: 199.6815 - logcount_predictions_loss: 0.2155 42/967 [>.............................] - ETA: 8:42 - loss: 201.4127 - logits_profile_predictions_loss: 199.7753 - logcount_predictions_loss: 0.2155 43/967 [>.............................] - ETA: 8:41 - loss: 201.4938 - logits_profile_predictions_loss: 199.8567 - logcount_predictions_loss: 0.2154 44/967 [>.............................] - ETA: 8:41 - loss: 201.5657 - logits_profile_predictions_loss: 199.9287 - logcount_predictions_loss: 0.2154 45/967 [>.............................] - ETA: 8:40 - loss: 201.6306 - logits_profile_predictions_loss: 199.9938 - logcount_predictions_loss: 0.2154 46/967 [>.............................] - ETA: 8:40 - loss: 201.6976 - logits_profile_predictions_loss: 200.0610 - logcount_predictions_loss: 0.2154 47/967 [>.............................] - ETA: 8:39 - loss: 201.7690 - logits_profile_predictions_loss: 200.1323 - logcount_predictions_loss: 0.2154 48/967 [>.............................] - ETA: 8:38 - loss: 201.8319 - logits_profile_predictions_loss: 200.1953 - logcount_predictions_loss: 0.2154 49/967 [>.............................] - ETA: 8:38 - loss: 201.8987 - logits_profile_predictions_loss: 200.2622 - logcount_predictions_loss: 0.2153 50/967 [>.............................] - ETA: 8:37 - loss: 201.9532 - logits_profile_predictions_loss: 200.3165 - logcount_predictions_loss: 0.2153 51/967 [>.............................] - ETA: 8:37 - loss: 201.9977 - logits_profile_predictions_loss: 200.3609 - logcount_predictions_loss: 0.2154 52/967 [>.............................] - ETA: 8:36 - loss: 202.0310 - logits_profile_predictions_loss: 200.3937 - logcount_predictions_loss: 0.2154 53/967 [>.............................] - ETA: 8:36 - loss: 202.0661 - logits_profile_predictions_loss: 200.4283 - logcount_predictions_loss: 0.2155 54/967 [>.............................] - ETA: 8:35 - loss: 202.0934 - logits_profile_predictions_loss: 200.4552 - logcount_predictions_loss: 0.2155 55/967 [>.............................] - ETA: 8:35 - loss: 202.1155 - logits_profile_predictions_loss: 200.4772 - logcount_predictions_loss: 0.2156 56/967 [>.............................] - ETA: 8:34 - loss: 202.1356 - logits_profile_predictions_loss: 200.4972 - logcount_predictions_loss: 0.2156 57/967 [>.............................] - ETA: 8:33 - loss: 202.1496 - logits_profile_predictions_loss: 200.5113 - logcount_predictions_loss: 0.2156 58/967 [>.............................] - ETA: 8:33 - loss: 202.1673 - logits_profile_predictions_loss: 200.5292 - logcount_predictions_loss: 0.2155 59/967 [>.............................] - ETA: 8:32 - loss: 202.1907 - logits_profile_predictions_loss: 200.5527 - logcount_predictions_loss: 0.2155 60/967 [>.............................] - ETA: 8:32 - loss: 202.2202 - logits_profile_predictions_loss: 200.5822 - logcount_predictions_loss: 0.2155 61/967 [>.............................] - ETA: 8:31 - loss: 202.2493 - logits_profile_predictions_loss: 200.6114 - logcount_predictions_loss: 0.2155 62/967 [>.............................] - ETA: 8:31 - loss: 202.2664 - logits_profile_predictions_loss: 200.6282 - logcount_predictions_loss: 0.2155 63/967 [>.............................] - ETA: 8:30 - loss: 202.2822 - logits_profile_predictions_loss: 200.6438 - logcount_predictions_loss: 0.2156 64/967 [>.............................] - ETA: 8:29 - loss: 202.2986 - logits_profile_predictions_loss: 200.6600 - logcount_predictions_loss: 0.2156 65/967 [=>............................] - ETA: 8:29 - loss: 202.3162 - logits_profile_predictions_loss: 200.6773 - logcount_predictions_loss: 0.2156 66/967 [=>............................] - ETA: 8:28 - loss: 202.3332 - logits_profile_predictions_loss: 200.6940 - logcount_predictions_loss: 0.2157 67/967 [=>............................] - ETA: 8:28 - loss: 202.3489 - logits_profile_predictions_loss: 200.7096 - logcount_predictions_loss: 0.2157 68/967 [=>............................] - ETA: 8:27 - loss: 202.3536 - logits_profile_predictions_loss: 200.7143 - logcount_predictions_loss: 0.2157 69/967 [=>............................] - ETA: 8:27 - loss: 202.3606 - logits_profile_predictions_loss: 200.7209 - logcount_predictions_loss: 0.2157 70/967 [=>............................] - ETA: 8:26 - loss: 202.3665 - logits_profile_predictions_loss: 200.7266 - logcount_predictions_loss: 0.2158 71/967 [=>............................] - ETA: 8:26 - loss: 202.3716 - logits_profile_predictions_loss: 200.7314 - logcount_predictions_loss: 0.2158 72/967 [=>............................] - ETA: 8:25 - loss: 202.3764 - logits_profile_predictions_loss: 200.7359 - logcount_predictions_loss: 0.2159 73/967 [=>............................] - ETA: 8:24 - loss: 202.3844 - logits_profile_predictions_loss: 200.7436 - logcount_predictions_loss: 0.2159 74/967 [=>............................] - ETA: 8:24 - loss: 202.3990 - logits_profile_predictions_loss: 200.7580 - logcount_predictions_loss: 0.2159 75/967 [=>............................] - ETA: 8:23 - loss: 202.4114 - logits_profile_predictions_loss: 200.7703 - logcount_predictions_loss: 0.2159 76/967 [=>............................] - ETA: 8:23 - loss: 202.4242 - logits_profile_predictions_loss: 200.7829 - logcount_predictions_loss: 0.2160 77/967 [=>............................] - ETA: 8:22 - loss: 202.4373 - logits_profile_predictions_loss: 200.7959 - logcount_predictions_loss: 0.2160 78/967 [=>............................] - ETA: 8:22 - loss: 202.4525 - logits_profile_predictions_loss: 200.8110 - logcount_predictions_loss: 0.2160 79/967 [=>............................] - ETA: 8:21 - loss: 202.4662 - logits_profile_predictions_loss: 200.8245 - logcount_predictions_loss: 0.2160 80/967 [=>............................] - ETA: 8:20 - loss: 202.4750 - logits_profile_predictions_loss: 200.8331 - logcount_predictions_loss: 0.2160 81/967 [=>............................] - ETA: 8:20 - loss: 202.4833 - logits_profile_predictions_loss: 200.8413 - logcount_predictions_loss: 0.2161 82/967 [=>............................] - ETA: 8:19 - loss: 202.4918 - logits_profile_predictions_loss: 200.8497 - logcount_predictions_loss: 0.2161 83/967 [=>............................] - ETA: 8:19 - loss: 202.4992 - logits_profile_predictions_loss: 200.8569 - logcount_predictions_loss: 0.2161 84/967 [=>............................] - ETA: 8:18 - loss: 202.5073 - logits_profile_predictions_loss: 200.8648 - logcount_predictions_loss: 0.2161 85/967 [=>............................] - ETA: 8:18 - loss: 202.5171 - logits_profile_predictions_loss: 200.8743 - logcount_predictions_loss: 0.2162 86/967 [=>............................] - ETA: 8:17 - loss: 202.5253 - logits_profile_predictions_loss: 200.8823 - logcount_predictions_loss: 0.2162 87/967 [=>............................] - ETA: 8:17 - loss: 202.5323 - logits_profile_predictions_loss: 200.8891 - logcount_predictions_loss: 0.2162 88/967 [=>............................] - ETA: 8:16 - loss: 202.5389 - logits_profile_predictions_loss: 200.8956 - logcount_predictions_loss: 0.2162 89/967 [=>............................] - ETA: 8:16 - loss: 202.5451 - logits_profile_predictions_loss: 200.9017 - logcount_predictions_loss: 0.2162 90/967 [=>............................] - ETA: 8:15 - loss: 202.5542 - logits_profile_predictions_loss: 200.9108 - logcount_predictions_loss: 0.2162 91/967 [=>............................] - ETA: 8:15 - loss: 202.5630 - logits_profile_predictions_loss: 200.9194 - logcount_predictions_loss: 0.2163 92/967 [=>............................] - ETA: 8:14 - loss: 202.5728 - logits_profile_predictions_loss: 200.9290 - logcount_predictions_loss: 0.2163 93/967 [=>............................] - ETA: 8:14 - loss: 202.5811 - logits_profile_predictions_loss: 200.9371 - logcount_predictions_loss: 0.2163 94/967 [=>............................] - ETA: 8:13 - loss: 202.5882 - logits_profile_predictions_loss: 200.9441 - logcount_predictions_loss: 0.2163 95/967 [=>............................] - ETA: 8:13 - loss: 202.5952 - logits_profile_predictions_loss: 200.9509 - logcount_predictions_loss: 0.2164 96/967 [=>............................] - ETA: 8:13 - loss: 202.6022 - logits_profile_predictions_loss: 200.9577 - logcount_predictions_loss: 0.2164 97/967 [==>...........................] - ETA: 8:12 - loss: 202.6100 - logits_profile_predictions_loss: 200.9654 - logcount_predictions_loss: 0.2164 98/967 [==>...........................] - ETA: 8:12 - loss: 202.6198 - logits_profile_predictions_loss: 200.9752 - logcount_predictions_loss: 0.2164 99/967 [==>...........................] - ETA: 8:11 - loss: 202.6295 - logits_profile_predictions_loss: 200.9848 - logcount_predictions_loss: 0.2164 100/967 [==>...........................] - ETA: 8:11 - loss: 202.6384 - logits_profile_predictions_loss: 200.9937 - logcount_predictions_loss: 0.2164 101/967 [==>...........................] - ETA: 8:11 - loss: 202.6474 - logits_profile_predictions_loss: 201.0026 - logcount_predictions_loss: 0.2164 102/967 [==>...........................] - ETA: 8:10 - loss: 202.6562 - logits_profile_predictions_loss: 201.0113 - logcount_predictions_loss: 0.2164 103/967 [==>...........................] - ETA: 8:10 - loss: 202.6683 - logits_profile_predictions_loss: 201.0233 - logcount_predictions_loss: 0.2164 104/967 [==>...........................] - ETA: 8:09 - loss: 202.6807 - logits_profile_predictions_loss: 201.0357 - logcount_predictions_loss: 0.2164 105/967 [==>...........................] - ETA: 8:09 - loss: 202.6925 - logits_profile_predictions_loss: 201.0475 - logcount_predictions_loss: 0.2165 106/967 [==>...........................] - ETA: 8:08 - loss: 202.7048 - logits_profile_predictions_loss: 201.0598 - logcount_predictions_loss: 0.2165 107/967 [==>...........................] - ETA: 8:08 - loss: 202.7174 - logits_profile_predictions_loss: 201.0725 - logcount_predictions_loss: 0.2164 108/967 [==>...........................] - ETA: 8:07 - loss: 202.7297 - logits_profile_predictions_loss: 201.0848 - logcount_predictions_loss: 0.2164 109/967 [==>...........................] - ETA: 8:07 - loss: 202.7425 - logits_profile_predictions_loss: 201.0976 - logcount_predictions_loss: 0.2164 110/967 [==>...........................] - ETA: 8:06 - loss: 202.7546 - logits_profile_predictions_loss: 201.1099 - logcount_predictions_loss: 0.2164 111/967 [==>...........................] - ETA: 8:06 - loss: 202.7687 - logits_profile_predictions_loss: 201.1240 - logcount_predictions_loss: 0.2164 112/967 [==>...........................] - ETA: 8:05 - loss: 202.7818 - logits_profile_predictions_loss: 201.1371 - logcount_predictions_loss: 0.2164 113/967 [==>...........................] - ETA: 8:05 - loss: 202.7950 - logits_profile_predictions_loss: 201.1505 - logcount_predictions_loss: 0.2164 114/967 [==>...........................] - ETA: 8:04 - loss: 202.8070 - logits_profile_predictions_loss: 201.1626 - logcount_predictions_loss: 0.2164 115/967 [==>...........................] - ETA: 8:03 - 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[===========================>..] - ETA: 26s - loss: 204.2438 - logits_profile_predictions_loss: 202.6164 - logcount_predictions_loss: 0.2141 922/967 [===========================>..] - ETA: 25s - loss: 204.2437 - logits_profile_predictions_loss: 202.6163 - logcount_predictions_loss: 0.2141 923/967 [===========================>..] - ETA: 25s - loss: 204.2436 - logits_profile_predictions_loss: 202.6163 - logcount_predictions_loss: 0.2141 924/967 [===========================>..] - ETA: 24s - loss: 204.2436 - logits_profile_predictions_loss: 202.6162 - logcount_predictions_loss: 0.2141 925/967 [===========================>..] - ETA: 24s - loss: 204.2436 - logits_profile_predictions_loss: 202.6162 - logcount_predictions_loss: 0.2141 926/967 [===========================>..] - ETA: 23s - loss: 204.2435 - logits_profile_predictions_loss: 202.6162 - logcount_predictions_loss: 0.2141 927/967 [===========================>..] - ETA: 23s - loss: 204.2435 - logits_profile_predictions_loss: 202.6161 - 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[============================>.] - ETA: 14s - loss: 204.2440 - logits_profile_predictions_loss: 202.6166 - logcount_predictions_loss: 0.2141 942/967 [============================>.] - ETA: 14s - loss: 204.2441 - logits_profile_predictions_loss: 202.6166 - logcount_predictions_loss: 0.2141 943/967 [============================>.] - ETA: 13s - loss: 204.2442 - logits_profile_predictions_loss: 202.6167 - logcount_predictions_loss: 0.2141 944/967 [============================>.] - ETA: 13s - loss: 204.2443 - logits_profile_predictions_loss: 202.6168 - logcount_predictions_loss: 0.2142 945/967 [============================>.] - ETA: 12s - loss: 204.2444 - logits_profile_predictions_loss: 202.6169 - logcount_predictions_loss: 0.2142 946/967 [============================>.] - ETA: 12s - loss: 204.2444 - logits_profile_predictions_loss: 202.6169 - logcount_predictions_loss: 0.2142 947/967 [============================>.] - ETA: 11s - loss: 204.2445 - logits_profile_predictions_loss: 202.6170 - logcount_predictions_loss: 0.2142 948/967 [============================>.] - ETA: 10s - loss: 204.2445 - logits_profile_predictions_loss: 202.6170 - logcount_predictions_loss: 0.2142 949/967 [============================>.] - ETA: 10s - loss: 204.2445 - logits_profile_predictions_loss: 202.6170 - logcount_predictions_loss: 0.2142 950/967 [============================>.] - ETA: 9s - loss: 204.2446 - logits_profile_predictions_loss: 202.6170 - logcount_predictions_loss: 0.2142  951/967 [============================>.] - ETA: 9s - loss: 204.2446 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 952/967 [============================>.] - ETA: 8s - loss: 204.2446 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 953/967 [============================>.] - ETA: 8s - loss: 204.2446 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 954/967 [============================>.] - ETA: 7s - loss: 204.2446 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 955/967 [============================>.] - ETA: 6s - loss: 204.2446 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 956/967 [============================>.] - ETA: 6s - loss: 204.2446 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 957/967 [============================>.] - ETA: 5s - loss: 204.2447 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 958/967 [============================>.] - ETA: 5s - loss: 204.2447 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 959/967 [============================>.] - ETA: 4s - loss: 204.2446 - logits_profile_predictions_loss: 202.6171 - logcount_predictions_loss: 0.2142 960/967 [============================>.] - ETA: 4s - loss: 204.2446 - logits_profile_predictions_loss: 202.6170 - logcount_predictions_loss: 0.2142 961/967 [============================>.] - ETA: 3s - loss: 204.2445 - logits_profile_predictions_loss: 202.6170 - logcount_predictions_loss: 0.2142 962/967 [============================>.] - ETA: 2s - loss: 204.2445 - logits_profile_predictions_loss: 202.6169 - logcount_predictions_loss: 0.2142 963/967 [============================>.] - ETA: 2s - loss: 204.2444 - logits_profile_predictions_loss: 202.6168 - logcount_predictions_loss: 0.2142 964/967 [============================>.] - ETA: 1s - loss: 204.2443 - logits_profile_predictions_loss: 202.6167 - logcount_predictions_loss: 0.2142 965/967 [============================>.] - ETA: 1s - loss: 204.2442 - logits_profile_predictions_loss: 202.6166 - logcount_predictions_loss: 0.2142 966/967 [============================>.] - ETA: 0s - loss: 204.2441 - logits_profile_predictions_loss: 202.6165 - logcount_predictions_loss: 0.2142 967/967 [==============================] - ETA: 0s - loss: 204.2439 - logits_profile_predictions_loss: 202.6163 - logcount_predictions_loss: 0.2142 967/967 [==============================] - 587s 607ms/step - loss: 204.2438 - logits_profile_predictions_loss: 202.6162 - logcount_predictions_loss: 0.2142 - val_loss: 261.3982 - val_logits_profile_predictions_loss: 258.3569 - val_logcount_predictions_loss: 0.4002 Epoch 00020: val_loss did not improve from 256.18188 Epoch 21/50 1/967 [..............................] - ETA: 9:25 - loss: 193.6705 - logits_profile_predictions_loss: 192.2451 - logcount_predictions_loss: 0.1876 2/967 [..............................] - ETA: 9:04 - loss: 193.1849 - logits_profile_predictions_loss: 191.7159 - logcount_predictions_loss: 0.1933 3/967 [..............................] - ETA: 9:04 - loss: 193.6689 - logits_profile_predictions_loss: 192.2120 - logcount_predictions_loss: 0.1917 4/967 [..............................] - ETA: 9:03 - loss: 195.4128 - logits_profile_predictions_loss: 193.9186 - logcount_predictions_loss: 0.1966 5/967 [..............................] - ETA: 9:03 - loss: 195.9608 - logits_profile_predictions_loss: 194.4609 - logcount_predictions_loss: 0.1974 6/967 [..............................] - ETA: 9:02 - loss: 196.8125 - logits_profile_predictions_loss: 195.3218 - logcount_predictions_loss: 0.1961 7/967 [..............................] - ETA: 9:02 - loss: 197.0325 - logits_profile_predictions_loss: 195.5460 - logcount_predictions_loss: 0.1956 8/967 [..............................] - ETA: 9:01 - loss: 197.1985 - logits_profile_predictions_loss: 195.7068 - logcount_predictions_loss: 0.1963 9/967 [..............................] - ETA: 9:00 - loss: 197.6314 - logits_profile_predictions_loss: 196.1382 - logcount_predictions_loss: 0.1965 10/967 [..............................] - ETA: 9:00 - loss: 198.0130 - logits_profile_predictions_loss: 196.5177 - logcount_predictions_loss: 0.1967 11/967 [..............................] - ETA: 8:59 - loss: 198.5949 - logits_profile_predictions_loss: 197.0900 - logcount_predictions_loss: 0.1980 12/967 [..............................] - ETA: 8:59 - loss: 199.0389 - logits_profile_predictions_loss: 197.5242 - logcount_predictions_loss: 0.1993 13/967 [..............................] - ETA: 8:58 - loss: 199.4783 - logits_profile_predictions_loss: 197.9578 - logcount_predictions_loss: 0.2001 14/967 [..............................] - ETA: 8:58 - loss: 199.7884 - logits_profile_predictions_loss: 198.2658 - logcount_predictions_loss: 0.2004 15/967 [..............................] - ETA: 8:57 - loss: 200.0546 - logits_profile_predictions_loss: 198.5316 - logcount_predictions_loss: 0.2004 16/967 [..............................] - ETA: 8:57 - loss: 200.3440 - logits_profile_predictions_loss: 198.8224 - logcount_predictions_loss: 0.2002 17/967 [..............................] - ETA: 8:56 - loss: 200.5594 - logits_profile_predictions_loss: 199.0389 - logcount_predictions_loss: 0.2001 18/967 [..............................] - ETA: 8:55 - loss: 200.7279 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 201.6859 - logcount_predictions_loss: 0.2010 905/967 [===========================>..] - ETA: 35s - loss: 203.2128 - logits_profile_predictions_loss: 201.6852 - logcount_predictions_loss: 0.2010 906/967 [===========================>..] - ETA: 35s - loss: 203.2121 - logits_profile_predictions_loss: 201.6845 - logcount_predictions_loss: 0.2010 907/967 [===========================>..] - ETA: 34s - loss: 203.2114 - logits_profile_predictions_loss: 201.6838 - logcount_predictions_loss: 0.2010 908/967 [===========================>..] - ETA: 33s - loss: 203.2108 - logits_profile_predictions_loss: 201.6832 - logcount_predictions_loss: 0.2010 909/967 [===========================>..] - ETA: 33s - loss: 203.2101 - logits_profile_predictions_loss: 201.6825 - logcount_predictions_loss: 0.2010 910/967 [===========================>..] - ETA: 32s - loss: 203.2094 - logits_profile_predictions_loss: 201.6818 - logcount_predictions_loss: 0.2010 911/967 [===========================>..] - ETA: 32s - loss: 203.2087 - logits_profile_predictions_loss: 201.6811 - logcount_predictions_loss: 0.2010 912/967 [===========================>..] - ETA: 31s - loss: 203.2081 - logits_profile_predictions_loss: 201.6804 - logcount_predictions_loss: 0.2010 913/967 [===========================>..] - ETA: 31s - loss: 203.2074 - logits_profile_predictions_loss: 201.6798 - logcount_predictions_loss: 0.2010 914/967 [===========================>..] - ETA: 30s - loss: 203.2068 - logits_profile_predictions_loss: 201.6792 - logcount_predictions_loss: 0.2010 915/967 [===========================>..] - ETA: 29s - loss: 203.2062 - logits_profile_predictions_loss: 201.6785 - logcount_predictions_loss: 0.2010 916/967 [===========================>..] - ETA: 29s - loss: 203.2055 - logits_profile_predictions_loss: 201.6779 - logcount_predictions_loss: 0.2010 917/967 [===========================>..] - ETA: 28s - loss: 203.2049 - logits_profile_predictions_loss: 201.6773 - logcount_predictions_loss: 0.2010 918/967 [===========================>..] - ETA: 28s - loss: 203.2043 - logits_profile_predictions_loss: 201.6767 - logcount_predictions_loss: 0.2010 919/967 [===========================>..] - ETA: 27s - loss: 203.2037 - logits_profile_predictions_loss: 201.6760 - logcount_predictions_loss: 0.2010 920/967 [===========================>..] - ETA: 27s - loss: 203.2030 - logits_profile_predictions_loss: 201.6754 - logcount_predictions_loss: 0.2010 921/967 [===========================>..] - ETA: 26s - loss: 203.2024 - logits_profile_predictions_loss: 201.6748 - logcount_predictions_loss: 0.2010 922/967 [===========================>..] - ETA: 25s - loss: 203.2018 - logits_profile_predictions_loss: 201.6742 - logcount_predictions_loss: 0.2010 923/967 [===========================>..] - ETA: 25s - loss: 203.2012 - logits_profile_predictions_loss: 201.6736 - logcount_predictions_loss: 0.2010 924/967 [===========================>..] - ETA: 24s - loss: 203.2006 - logits_profile_predictions_loss: 201.6730 - logcount_predictions_loss: 0.2010 925/967 [===========================>..] - ETA: 24s - loss: 203.2001 - logits_profile_predictions_loss: 201.6724 - logcount_predictions_loss: 0.2010 926/967 [===========================>..] - ETA: 23s - loss: 203.1996 - logits_profile_predictions_loss: 201.6719 - logcount_predictions_loss: 0.2010 927/967 [===========================>..] - ETA: 23s - loss: 203.1991 - logits_profile_predictions_loss: 201.6714 - logcount_predictions_loss: 0.2010 928/967 [===========================>..] - ETA: 22s - loss: 203.1985 - logits_profile_predictions_loss: 201.6709 - logcount_predictions_loss: 0.2010 929/967 [===========================>..] - ETA: 21s - loss: 203.1980 - logits_profile_predictions_loss: 201.6704 - logcount_predictions_loss: 0.2010 930/967 [===========================>..] - ETA: 21s - loss: 203.1975 - logits_profile_predictions_loss: 201.6699 - logcount_predictions_loss: 0.2010 931/967 [===========================>..] - ETA: 20s - loss: 203.1970 - logits_profile_predictions_loss: 201.6693 - logcount_predictions_loss: 0.2010 932/967 [===========================>..] - ETA: 20s - loss: 203.1966 - logits_profile_predictions_loss: 201.6688 - logcount_predictions_loss: 0.2010 933/967 [===========================>..] - ETA: 19s - loss: 203.1961 - logits_profile_predictions_loss: 201.6683 - logcount_predictions_loss: 0.2010 934/967 [===========================>..] - ETA: 18s - loss: 203.1956 - logits_profile_predictions_loss: 201.6678 - logcount_predictions_loss: 0.2010 935/967 [============================>.] - ETA: 18s - loss: 203.1951 - logits_profile_predictions_loss: 201.6673 - logcount_predictions_loss: 0.2010 936/967 [============================>.] - ETA: 17s - loss: 203.1946 - logits_profile_predictions_loss: 201.6668 - logcount_predictions_loss: 0.2010 937/967 [============================>.] - ETA: 17s - loss: 203.1941 - logits_profile_predictions_loss: 201.6663 - logcount_predictions_loss: 0.2010 938/967 [============================>.] - ETA: 16s - loss: 203.1936 - logits_profile_predictions_loss: 201.6659 - logcount_predictions_loss: 0.2010 939/967 [============================>.] - ETA: 16s - loss: 203.1932 - logits_profile_predictions_loss: 201.6654 - logcount_predictions_loss: 0.2010 940/967 [============================>.] - ETA: 15s - loss: 203.1927 - logits_profile_predictions_loss: 201.6649 - logcount_predictions_loss: 0.2010 941/967 [============================>.] - ETA: 14s - loss: 203.1922 - logits_profile_predictions_loss: 201.6644 - logcount_predictions_loss: 0.2010 942/967 [============================>.] - ETA: 14s - loss: 203.1917 - logits_profile_predictions_loss: 201.6639 - logcount_predictions_loss: 0.2010 943/967 [============================>.] - ETA: 13s - loss: 203.1912 - logits_profile_predictions_loss: 201.6634 - logcount_predictions_loss: 0.2010 944/967 [============================>.] - ETA: 13s - loss: 203.1906 - logits_profile_predictions_loss: 201.6628 - logcount_predictions_loss: 0.2010 945/967 [============================>.] - ETA: 12s - loss: 203.1901 - logits_profile_predictions_loss: 201.6623 - logcount_predictions_loss: 0.2010 946/967 [============================>.] - ETA: 12s - loss: 203.1895 - logits_profile_predictions_loss: 201.6617 - logcount_predictions_loss: 0.2010 947/967 [============================>.] - ETA: 11s - loss: 203.1890 - logits_profile_predictions_loss: 201.6611 - logcount_predictions_loss: 0.2010 948/967 [============================>.] - ETA: 10s - loss: 203.1884 - logits_profile_predictions_loss: 201.6606 - logcount_predictions_loss: 0.2010 949/967 [============================>.] - ETA: 10s - loss: 203.1878 - logits_profile_predictions_loss: 201.6600 - logcount_predictions_loss: 0.2010 950/967 [============================>.] - ETA: 9s - loss: 203.1873 - logits_profile_predictions_loss: 201.6594 - logcount_predictions_loss: 0.2010  951/967 [============================>.] - ETA: 9s - loss: 203.1867 - logits_profile_predictions_loss: 201.6588 - logcount_predictions_loss: 0.2010 952/967 [============================>.] - ETA: 8s - loss: 203.1861 - logits_profile_predictions_loss: 201.6582 - logcount_predictions_loss: 0.2010 953/967 [============================>.] - ETA: 8s - loss: 203.1855 - logits_profile_predictions_loss: 201.6577 - logcount_predictions_loss: 0.2010 954/967 [============================>.] - ETA: 7s - loss: 203.1849 - logits_profile_predictions_loss: 201.6571 - logcount_predictions_loss: 0.2010 955/967 [============================>.] - ETA: 6s - loss: 203.1844 - logits_profile_predictions_loss: 201.6565 - logcount_predictions_loss: 0.2010 956/967 [============================>.] - ETA: 6s - loss: 203.1838 - logits_profile_predictions_loss: 201.6559 - logcount_predictions_loss: 0.2010 957/967 [============================>.] - ETA: 5s - loss: 203.1832 - logits_profile_predictions_loss: 201.6553 - logcount_predictions_loss: 0.2010 958/967 [============================>.] - ETA: 5s - loss: 203.1826 - logits_profile_predictions_loss: 201.6547 - logcount_predictions_loss: 0.2011 959/967 [============================>.] - ETA: 4s - loss: 203.1820 - logits_profile_predictions_loss: 201.6541 - logcount_predictions_loss: 0.2011 960/967 [============================>.] - ETA: 4s - loss: 203.1814 - logits_profile_predictions_loss: 201.6534 - logcount_predictions_loss: 0.2011 961/967 [============================>.] - ETA: 3s - loss: 203.1808 - logits_profile_predictions_loss: 201.6528 - logcount_predictions_loss: 0.2011 962/967 [============================>.] - ETA: 2s - loss: 203.1801 - logits_profile_predictions_loss: 201.6522 - logcount_predictions_loss: 0.2011 963/967 [============================>.] - ETA: 2s - loss: 203.1795 - logits_profile_predictions_loss: 201.6515 - logcount_predictions_loss: 0.2011 964/967 [============================>.] - ETA: 1s - loss: 203.1789 - logits_profile_predictions_loss: 201.6509 - logcount_predictions_loss: 0.2011 965/967 [============================>.] - ETA: 1s - loss: 203.1783 - logits_profile_predictions_loss: 201.6503 - logcount_predictions_loss: 0.2011 966/967 [============================>.] - ETA: 0s - loss: 203.1776 - logits_profile_predictions_loss: 201.6496 - logcount_predictions_loss: 0.2011 967/967 [==============================] - ETA: 0s - loss: 203.1770 - logits_profile_predictions_loss: 201.6490 - logcount_predictions_loss: 0.2011 967/967 [==============================] - 586s 606ms/step - loss: 203.1763 - logits_profile_predictions_loss: 201.6483 - logcount_predictions_loss: 0.2011 - val_loss: 262.3336 - val_logits_profile_predictions_loss: 259.4777 - val_logcount_predictions_loss: 0.3758 Epoch 00021: val_loss did not improve from 256.18188 Restoring model weights from the end of the best epoch. Epoch 00021: early stopping save model save model without bias 2022-09-23_20-26-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR248ZAC//preprocessing/bigWigs/ENCSR248ZAC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(16197, 10) loading nonpeaks... got split:test for bed regions:(16129, 10) 0/127 100/127 2022-09-23_20-29-57: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR248ZAC//preprocessing/bigWigs/ENCSR248ZAC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(16197, 10) loading nonpeaks... got split:test for bed regions:(16129, 10) 0/127 100/127 2022-09-23_20-32-51: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR248ZAC//preprocessing/bigWigs/ENCSR248ZAC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(16197, 10) loading nonpeaks... got split:test for bed regions:(16129, 10) 0/127 100/127 2022-09-23_20-34-13: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//footprints 2022-09-23_20-34-13: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/16 [>.............................] - ETA: 2:15 3/16 [====>.........................] - ETA: 10s  4/16 [======>.......................] - ETA: 12s 5/16 [========>.....................] - ETA: 13s 6/16 [==========>...................] - ETA: 12s 7/16 [============>.................] - ETA: 11s 8/16 [==============>...............] - ETA: 10s 9/16 [===============>..............] - ETA: 9s  10/16 [=================>............] - ETA: 8s 11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 5s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 2s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 35s 2s/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 21s 3/16 [====>.........................] - ETA: 20s 4/16 [======>.......................] - ETA: 18s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 15s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 10s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 24s 2s/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 21s 3/16 [====>.........................] - ETA: 20s 4/16 [======>.......................] - ETA: 18s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 15s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 10s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 24s 2s/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 21s 3/16 [====>.........................] - ETA: 20s 4/16 [======>.......................] - ETA: 18s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 15s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 10s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 24s 2s/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 21s 3/16 [====>.........................] - ETA: 20s 4/16 [======>.......................] - ETA: 18s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 15s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 10s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 24s 2s/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 21s 3/16 [====>.........................] - ETA: 20s 4/16 [======>.......................] - ETA: 18s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 15s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 10s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 24s 2s/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 21s 3/16 [====>.........................] - ETA: 20s 4/16 [======>.......................] - ETA: 18s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 15s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 11s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 24s 2s/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 21s 3/16 [====>.........................] - ETA: 20s 4/16 [======>.......................] - ETA: 19s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 16s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 11s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 24s 2s/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 22s 3/16 [====>.........................] - ETA: 21s 4/16 [======>.......................] - ETA: 19s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 16s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 11s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 7s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 25s 2s/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 22s 3/16 [====>.........................] - ETA: 20s 4/16 [======>.......................] - ETA: 19s 5/16 [========>.....................] - ETA: 17s 6/16 [==========>...................] - ETA: 16s 7/16 [============>.................] - ETA: 14s 8/16 [==============>...............] - ETA: 12s 9/16 [===============>..............] - ETA: 11s 10/16 [=================>............] - ETA: 9s  11/16 [===================>..........] - ETA: 8s 12/16 [=====================>........] - ETA: 6s 13/16 [=======================>......] - ETA: 4s 14/16 [=========================>....] - ETA: 3s 15/16 [===========================>..] - ETA: 1s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 25s 2s/step Saving marginal footprints 2022-09-23_20-38-44: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//footprints 2022-09-23_20-38-44: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR248ZAC//chrombpnet_model_feb15_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/16 [>.............................] - ETA: 45s 3/16 [====>.........................] - ETA: 0s  4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 0s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 5s 140ms/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 127ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 127ms/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 127ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 127ms/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 128ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 1s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 128ms/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 127ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 127ms/step 1/16 [>.............................] - ETA: 0s 2/16 [==>...........................] - ETA: 1s 3/16 [====>.........................] - ETA: 1s 4/16 [======>.......................] - ETA: 1s 5/16 [========>.....................] - ETA: 1s 6/16 [==========>...................] - ETA: 1s 7/16 [============>.................] - ETA: 1s 8/16 [==============>...............] - ETA: 0s 9/16 [===============>..............] - ETA: 0s 10/16 [=================>............] - ETA: 0s 11/16 [===================>..........] - ETA: 0s 12/16 [=====================>........] - ETA: 0s 13/16 [=======================>......] - ETA: 0s 14/16 [=========================>....] - ETA: 0s 15/16 [===========================>..] - ETA: 0s 16/16 [==============================] - ETA: 0s 16/16 [==============================] - 2s 127ms/step Saving marginal footprints