DNase-seq DNASE_SE /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json Sat Mar 25 01:02:52 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 525.60.13 Driver Version: 525.60.13 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | 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 Tesla V100S-PCI... On | 00000000:44:00.0 Off | 0 | | N/A 31C P0 25W / 250W | 0MiB / 32768MiB | 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 2023-03-25_01-02-59: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/HEPG2_DNASE_PE/fold_0/bias.h5 \ --output_dir=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 156658 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 156658 Number of peaks input: 43342 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 43342 Number of non peaks input: 156657 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 156657 Number of non peaks input: 43342 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 43342 Number of peaks after removing outliers: 154934 Number of nonpeaks after removing outliers: 139197 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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[============================>.] - ETA: 0s 4350/4350 [==============================] - ETA: 0s 4350/4350 [==============================] - 46s 7ms/step 2023-03-25_01-15-04: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.peaks.bed \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ --params=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//chrombpnet_model_params.tsv \ --output_prefix=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//chrombpnet \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.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': '53.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(140521, 10) loading nonpeaks... got split:train for bed regions:(125708, 10) loading peaks... got split:valid for bed regions:(14413, 10) loading nonpeaks... got split:valid for bed regions:(13489, 10) Epoch 1/50 1/2416 [..............................] - ETA: 5:48:23 - loss: 1217.0552 - logits_profile_predictions_loss: 1107.4407 - logcount_predictions_loss: 2.0412 2/2416 [..............................] - ETA: 19:23 - loss: 4397.5774 - logits_profile_predictions_loss: 1163.7264 - logcount_predictions_loss: 60.2207  3/2416 [..............................] - ETA: 19:22 - loss: 4803.2233 - logits_profile_predictions_loss: 1213.5744 - logcount_predictions_loss: 66.8463 4/2416 [..............................] - ETA: 19:18 - loss: 4742.4478 - logits_profile_predictions_loss: 1235.2606 - logcount_predictions_loss: 65.3107 5/2416 [..............................] - ETA: 19:15 - loss: 4580.4424 - logits_profile_predictions_loss: 1247.0414 - logcount_predictions_loss: 62.0745 6/2416 [..............................] - ETA: 19:12 - loss: 4406.3266 - logits_profile_predictions_loss: 1257.2156 - logcount_predictions_loss: 58.6427 7/2416 [..............................] - ETA: 19:07 - loss: 4241.4058 - logits_profile_predictions_loss: 1265.9149 - logcount_predictions_loss: 55.4095 8/2416 [..............................] - ETA: 19:05 - loss: 4092.4446 - logits_profile_predictions_loss: 1274.6672 - logcount_predictions_loss: 52.4726 9/2416 [..............................] - ETA: 19:03 - loss: 3956.1287 - logits_profile_predictions_loss: 1280.4211 - logcount_predictions_loss: 49.8270 10/2416 [..............................] - ETA: 19:00 - loss: 3832.1748 - logits_profile_predictions_loss: 1284.1251 - logcount_predictions_loss: 47.4497 11/2416 [..............................] - ETA: 18:59 - loss: 3719.9085 - logits_profile_predictions_loss: 1286.6390 - logcount_predictions_loss: 45.3123 12/2416 [..............................] - ETA: 18:57 - loss: 3618.4679 - logits_profile_predictions_loss: 1288.7266 - logcount_predictions_loss: 43.3844 13/2416 [..............................] - ETA: 18:55 - loss: 3526.2248 - logits_profile_predictions_loss: 1290.2209 - logcount_predictions_loss: 41.6388 14/2416 [..............................] - ETA: 18:54 - loss: 3441.5739 - logits_profile_predictions_loss: 1290.9132 - logcount_predictions_loss: 40.0495 15/2416 [..............................] - ETA: 18:53 - loss: 3363.9147 - logits_profile_predictions_loss: 1291.2288 - logcount_predictions_loss: 38.5975 16/2416 [..............................] - ETA: 18:52 - loss: 3291.5636 - logits_profile_predictions_loss: 1290.4907 - logcount_predictions_loss: 37.2639 17/2416 [..............................] - ETA: 18:51 - loss: 3224.9476 - logits_profile_predictions_loss: 1289.7389 - logcount_predictions_loss: 36.0374 18/2416 [..............................] - ETA: 18:50 - loss: 3163.3248 - logits_profile_predictions_loss: 1288.9222 - logcount_predictions_loss: 34.9051 19/2416 [..............................] - ETA: 18:49 - loss: 3105.5326 - logits_profile_predictions_loss: 1287.5532 - logcount_predictions_loss: 33.8544 20/2416 [..............................] - ETA: 18:48 - loss: 3051.6423 - logits_profile_predictions_loss: 1286.1053 - logcount_predictions_loss: 32.8778 21/2416 [..............................] - ETA: 18:47 - loss: 3001.4956 - logits_profile_predictions_loss: 1284.8073 - logcount_predictions_loss: 31.9681 22/2416 [..............................] - ETA: 18:47 - loss: 2954.6691 - logits_profile_predictions_loss: 1283.6129 - logcount_predictions_loss: 31.1184 23/2416 [..............................] - ETA: 18:46 - loss: 2910.8465 - logits_profile_predictions_loss: 1282.5110 - logcount_predictions_loss: 30.3228 24/2416 [..............................] - ETA: 18:45 - loss: 2869.8164 - logits_profile_predictions_loss: 1281.5568 - logcount_predictions_loss: 29.5765 25/2416 [..............................] - ETA: 18:44 - loss: 2831.3703 - logits_profile_predictions_loss: 1280.7860 - logcount_predictions_loss: 28.8749 26/2416 [..............................] - ETA: 18:43 - loss: 2795.2446 - logits_profile_predictions_loss: 1280.1593 - logcount_predictions_loss: 28.2139 27/2416 [..............................] - ETA: 18:43 - loss: 2760.9443 - logits_profile_predictions_loss: 1279.4021 - logcount_predictions_loss: 27.5892 28/2416 [..............................] - ETA: 18:43 - loss: 2728.5357 - logits_profile_predictions_loss: 1278.7168 - logcount_predictions_loss: 26.9985 29/2416 [..............................] - ETA: 18:42 - loss: 2697.7476 - logits_profile_predictions_loss: 1278.0068 - logcount_predictions_loss: 26.4384 30/2416 [..............................] - ETA: 18:41 - loss: 2668.5106 - logits_profile_predictions_loss: 1277.3230 - logcount_predictions_loss: 25.9067 31/2416 [..............................] - ETA: 18:41 - loss: 2640.6666 - logits_profile_predictions_loss: 1276.6356 - logcount_predictions_loss: 25.4010 32/2416 [..............................] - ETA: 18:40 - loss: 2614.2150 - logits_profile_predictions_loss: 1276.0203 - logcount_predictions_loss: 24.9198 33/2416 [..............................] - ETA: 18:40 - loss: 2589.0653 - logits_profile_predictions_loss: 1275.4831 - logcount_predictions_loss: 24.4615 34/2416 [..............................] - ETA: 18:39 - loss: 2565.0695 - logits_profile_predictions_loss: 1274.9718 - logcount_predictions_loss: 24.0242 35/2416 [..............................] - ETA: 18:38 - loss: 2542.2501 - logits_profile_predictions_loss: 1274.5764 - logcount_predictions_loss: 23.6066 36/2416 [..............................] - ETA: 18:38 - loss: 2520.3756 - logits_profile_predictions_loss: 1274.1619 - logcount_predictions_loss: 23.2070 37/2416 [..............................] - ETA: 18:37 - loss: 2499.4356 - logits_profile_predictions_loss: 1273.7765 - logcount_predictions_loss: 22.8242 38/2416 [..............................] - ETA: 18:36 - loss: 2479.2834 - logits_profile_predictions_loss: 1273.3427 - logcount_predictions_loss: 22.4570 39/2416 [..............................] - ETA: 18:35 - loss: 2460.0547 - logits_profile_predictions_loss: 1273.0202 - logcount_predictions_loss: 22.1049 40/2416 [..............................] - ETA: 18:35 - loss: 2441.6224 - logits_profile_predictions_loss: 1272.7401 - logcount_predictions_loss: 21.7669 41/2416 [..............................] - ETA: 18:34 - loss: 2423.7567 - logits_profile_predictions_loss: 1272.3465 - logcount_predictions_loss: 21.4415 42/2416 [..............................] - ETA: 18:34 - loss: 2406.5913 - logits_profile_predictions_loss: 1271.9924 - logcount_predictions_loss: 21.1285 43/2416 [..............................] - ETA: 18:33 - loss: 2390.1543 - logits_profile_predictions_loss: 1271.7299 - logcount_predictions_loss: 20.8273 44/2416 [..............................] - ETA: 18:33 - loss: 2374.4341 - logits_profile_predictions_loss: 1271.5816 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- ETA: 15:49 - loss: 1573.9183 - logits_profile_predictions_loss: 1251.6990 - logcount_predictions_loss: 6.0004 411/2416 [====>.........................] - ETA: 15:49 - loss: 1573.5304 - logits_profile_predictions_loss: 1251.6497 - logcount_predictions_loss: 5.9941 412/2416 [====>.........................] - ETA: 15:48 - loss: 1573.1442 - logits_profile_predictions_loss: 1251.6007 - logcount_predictions_loss: 5.9878 413/2416 [====>.........................] - ETA: 15:48 - loss: 1572.7597 - logits_profile_predictions_loss: 1251.5519 - logcount_predictions_loss: 5.9815 414/2416 [====>.........................] - ETA: 15:47 - loss: 1572.3768 - logits_profile_predictions_loss: 1251.5031 - logcount_predictions_loss: 5.9753 415/2416 [====>.........................] - ETA: 15:47 - loss: 1571.9946 - logits_profile_predictions_loss: 1251.4538 - logcount_predictions_loss: 5.9691 416/2416 [====>.........................] - ETA: 15:46 - loss: 1571.6134 - logits_profile_predictions_loss: 1251.4041 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logits_profile_predictions_loss: 1250.7758 - logcount_predictions_loss: 5.8851 430/2416 [====>.........................] - ETA: 15:40 - loss: 1566.4425 - logits_profile_predictions_loss: 1250.7264 - logcount_predictions_loss: 5.8793 431/2416 [====>.........................] - ETA: 15:39 - loss: 1566.0825 - logits_profile_predictions_loss: 1250.6775 - logcount_predictions_loss: 5.8735 432/2416 [====>.........................] - ETA: 15:39 - loss: 1565.7237 - logits_profile_predictions_loss: 1250.6286 - logcount_predictions_loss: 5.8677 433/2416 [====>.........................] - ETA: 15:38 - loss: 1565.3669 - logits_profile_predictions_loss: 1250.5803 - logcount_predictions_loss: 5.8619 434/2416 [====>.........................] - ETA: 15:38 - loss: 1565.0113 - logits_profile_predictions_loss: 1250.5319 - logcount_predictions_loss: 5.8562 435/2416 [====>.........................] - ETA: 15:37 - loss: 1564.6567 - logits_profile_predictions_loss: 1250.4833 - logcount_predictions_loss: 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loss: 1362.5490 - logits_profile_predictions_loss: 1197.5018 - logcount_predictions_loss: 3.0735 2415/2416 [============================>.] - ETA: 0s - loss: 1362.5031 - logits_profile_predictions_loss: 1197.4889 - logcount_predictions_loss: 3.0729 2416/2416 [==============================] - ETA: 0s - loss: 1362.4572 - logits_profile_predictions_loss: 1197.4760 - logcount_predictions_loss: 3.0723 2416/2416 [==============================] - 1207s 496ms/step - loss: 1362.4113 - logits_profile_predictions_loss: 1197.4631 - logcount_predictions_loss: 3.0716 - val_loss: 1180.8530 - val_logits_profile_predictions_loss: 1162.5907 - val_logcount_predictions_loss: 0.3401 Epoch 00001: val_loss improved from inf to 1180.85303, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 2/50 1/2416 [..............................] - ETA: 21:09 - loss: 1133.6842 - logits_profile_predictions_loss: 1123.1482 - 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[===>..........................] - ETA: 16:06 - loss: 1154.9405 - logits_profile_predictions_loss: 1134.3960 - logcount_predictions_loss: 0.3826 396/2416 [===>..........................] - ETA: 16:05 - loss: 1154.9378 - logits_profile_predictions_loss: 1134.3943 - logcount_predictions_loss: 0.3826 397/2416 [===>..........................] - ETA: 16:05 - loss: 1154.9361 - logits_profile_predictions_loss: 1134.3936 - logcount_predictions_loss: 0.3825 398/2416 [===>..........................] - ETA: 16:04 - loss: 1154.9341 - logits_profile_predictions_loss: 1134.3927 - logcount_predictions_loss: 0.3825 399/2416 [===>..........................] - ETA: 16:04 - loss: 1154.9310 - logits_profile_predictions_loss: 1134.3906 - logcount_predictions_loss: 0.3825 400/2416 [===>..........................] - ETA: 16:03 - loss: 1154.9280 - logits_profile_predictions_loss: 1134.3886 - logcount_predictions_loss: 0.3825 401/2416 [===>..........................] - ETA: 16:03 - loss: 1154.9243 - 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logcount_predictions_loss: 0.3821 421/2416 [====>.........................] - ETA: 15:53 - loss: 1154.8776 - logits_profile_predictions_loss: 1134.3588 - logcount_predictions_loss: 0.3821 422/2416 [====>.........................] - ETA: 15:53 - loss: 1154.8729 - logits_profile_predictions_loss: 1134.3551 - logcount_predictions_loss: 0.3821 423/2416 [====>.........................] - ETA: 15:52 - loss: 1154.8685 - logits_profile_predictions_loss: 1134.3517 - logcount_predictions_loss: 0.3821 424/2416 [====>.........................] - ETA: 15:52 - loss: 1154.8644 - logits_profile_predictions_loss: 1134.3486 - logcount_predictions_loss: 0.3820 425/2416 [====>.........................] - ETA: 15:51 - loss: 1154.8598 - logits_profile_predictions_loss: 1134.3451 - logcount_predictions_loss: 0.3820 426/2416 [====>.........................] - ETA: 15:51 - loss: 1154.8546 - logits_profile_predictions_loss: 1134.3408 - logcount_predictions_loss: 0.3820 427/2416 [====>.........................] - ETA: 15:50 - loss: 1154.8494 - logits_profile_predictions_loss: 1134.3367 - logcount_predictions_loss: 0.3820 428/2416 [====>.........................] - ETA: 15:50 - loss: 1154.8440 - logits_profile_predictions_loss: 1134.3323 - logcount_predictions_loss: 0.3820 429/2416 [====>.........................] - ETA: 15:49 - loss: 1154.8385 - logits_profile_predictions_loss: 1134.3279 - logcount_predictions_loss: 0.3820 430/2416 [====>.........................] - ETA: 15:49 - loss: 1154.8332 - logits_profile_predictions_loss: 1134.3237 - logcount_predictions_loss: 0.3819 431/2416 [====>.........................] - ETA: 15:48 - loss: 1154.8283 - logits_profile_predictions_loss: 1134.3199 - logcount_predictions_loss: 0.3819 432/2416 [====>.........................] - ETA: 15:48 - loss: 1154.8229 - logits_profile_predictions_loss: 1134.3155 - logcount_predictions_loss: 0.3819 433/2416 [====>.........................] - ETA: 15:47 - loss: 1154.8176 - logits_profile_predictions_loss: 1134.3113 - logcount_predictions_loss: 0.3819 434/2416 [====>.........................] - ETA: 15:47 - loss: 1154.8122 - logits_profile_predictions_loss: 1134.3069 - logcount_predictions_loss: 0.3819 435/2416 [====>.........................] - ETA: 15:47 - loss: 1154.8068 - logits_profile_predictions_loss: 1134.3025 - logcount_predictions_loss: 0.3818 436/2416 [====>.........................] - ETA: 15:46 - loss: 1154.8018 - logits_profile_predictions_loss: 1134.2986 - logcount_predictions_loss: 0.3818 437/2416 [====>.........................] - ETA: 15:46 - loss: 1154.7975 - logits_profile_predictions_loss: 1134.2953 - logcount_predictions_loss: 0.3818 438/2416 [====>.........................] - ETA: 15:45 - loss: 1154.7931 - logits_profile_predictions_loss: 1134.2918 - logcount_predictions_loss: 0.3818 439/2416 [====>.........................] - ETA: 15:45 - loss: 1154.7892 - logits_profile_predictions_loss: 1134.2889 - logcount_predictions_loss: 0.3818 440/2416 [====>.........................] - ETA: 15:44 - loss: 1154.7848 - logits_profile_predictions_loss: 1134.2854 - logcount_predictions_loss: 0.3817 441/2416 [====>.........................] - ETA: 15:44 - loss: 1154.7807 - logits_profile_predictions_loss: 1134.2823 - logcount_predictions_loss: 0.3817 442/2416 [====>.........................] - ETA: 15:43 - loss: 1154.7767 - logits_profile_predictions_loss: 1134.2793 - logcount_predictions_loss: 0.3817 443/2416 [====>.........................] - ETA: 15:43 - loss: 1154.7723 - logits_profile_predictions_loss: 1134.2759 - logcount_predictions_loss: 0.3817 444/2416 [====>.........................] - ETA: 15:42 - loss: 1154.7684 - logits_profile_predictions_loss: 1134.2729 - logcount_predictions_loss: 0.3817 445/2416 [====>.........................] - ETA: 15:42 - loss: 1154.7643 - logits_profile_predictions_loss: 1134.2698 - logcount_predictions_loss: 0.3817 446/2416 [====>.........................] - ETA: 15:41 - loss: 1154.7600 - logits_profile_predictions_loss: 1134.2666 - logcount_predictions_loss: 0.3816 447/2416 [====>.........................] - ETA: 15:41 - loss: 1154.7558 - logits_profile_predictions_loss: 1134.2634 - logcount_predictions_loss: 0.3816 448/2416 [====>.........................] - ETA: 15:40 - loss: 1154.7516 - logits_profile_predictions_loss: 1134.2601 - logcount_predictions_loss: 0.3816 449/2416 [====>.........................] - ETA: 15:40 - loss: 1154.7472 - logits_profile_predictions_loss: 1134.2566 - logcount_predictions_loss: 0.3816 450/2416 [====>.........................] - ETA: 15:39 - loss: 1154.7431 - logits_profile_predictions_loss: 1134.2535 - logcount_predictions_loss: 0.3816 451/2416 [====>.........................] - ETA: 15:39 - loss: 1154.7396 - logits_profile_predictions_loss: 1134.2509 - logcount_predictions_loss: 0.3815 452/2416 [====>.........................] - ETA: 15:38 - loss: 1154.7356 - logits_profile_predictions_loss: 1134.2479 - logcount_predictions_loss: 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logcount_predictions_loss: 0.3700 2399/2416 [============================>.] - ETA: 8s - loss: 1147.8307 - logits_profile_predictions_loss: 1127.9635 - logcount_predictions_loss: 0.3700 2400/2416 [============================>.] - ETA: 7s - loss: 1147.8283 - logits_profile_predictions_loss: 1127.9615 - logcount_predictions_loss: 0.3700 2401/2416 [============================>.] - ETA: 7s - loss: 1147.8259 - logits_profile_predictions_loss: 1127.9594 - logcount_predictions_loss: 0.3699 2402/2416 [============================>.] - ETA: 6s - loss: 1147.8235 - logits_profile_predictions_loss: 1127.9573 - logcount_predictions_loss: 0.3699 2403/2416 [============================>.] - ETA: 6s - loss: 1147.8211 - logits_profile_predictions_loss: 1127.9553 - logcount_predictions_loss: 0.3699 2404/2416 [============================>.] - ETA: 5s - loss: 1147.8188 - logits_profile_predictions_loss: 1127.9532 - logcount_predictions_loss: 0.3699 2405/2416 [============================>.] - ETA: 5s - loss: 1147.8164 - logits_profile_predictions_loss: 1127.9512 - logcount_predictions_loss: 0.3699 2406/2416 [============================>.] - ETA: 4s - loss: 1147.8140 - logits_profile_predictions_loss: 1127.9491 - logcount_predictions_loss: 0.3699 2407/2416 [============================>.] - ETA: 4s - loss: 1147.8116 - logits_profile_predictions_loss: 1127.9470 - logcount_predictions_loss: 0.3699 2408/2416 [============================>.] - ETA: 3s - loss: 1147.8092 - logits_profile_predictions_loss: 1127.9449 - logcount_predictions_loss: 0.3699 2409/2416 [============================>.] - ETA: 3s - loss: 1147.8068 - logits_profile_predictions_loss: 1127.9428 - logcount_predictions_loss: 0.3699 2410/2416 [============================>.] - ETA: 2s - loss: 1147.8043 - logits_profile_predictions_loss: 1127.9407 - logcount_predictions_loss: 0.3699 2411/2416 [============================>.] - ETA: 2s - loss: 1147.8019 - logits_profile_predictions_loss: 1127.9386 - logcount_predictions_loss: 0.3699 2412/2416 [============================>.] - ETA: 1s - loss: 1147.7995 - logits_profile_predictions_loss: 1127.9365 - logcount_predictions_loss: 0.3699 2413/2416 [============================>.] - ETA: 1s - loss: 1147.7970 - logits_profile_predictions_loss: 1127.9344 - logcount_predictions_loss: 0.3699 2414/2416 [============================>.] - ETA: 0s - loss: 1147.7946 - logits_profile_predictions_loss: 1127.9323 - logcount_predictions_loss: 0.3699 2415/2416 [============================>.] - ETA: 0s - loss: 1147.7922 - logits_profile_predictions_loss: 1127.9302 - logcount_predictions_loss: 0.3699 2416/2416 [==============================] - ETA: 0s - loss: 1147.7898 - logits_profile_predictions_loss: 1127.9281 - logcount_predictions_loss: 0.3699 2416/2416 [==============================] - 1196s 495ms/step - loss: 1147.7874 - logits_profile_predictions_loss: 1127.9260 - logcount_predictions_loss: 0.3698 - val_loss: 1151.4174 - val_logits_profile_predictions_loss: 1135.4331 - val_logcount_predictions_loss: 0.2977 Epoch 00002: val_loss improved from 1180.85303 to 1151.41736, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 3/50 1/2416 [..............................] - ETA: 20:46 - loss: 1166.8370 - logits_profile_predictions_loss: 1145.5765 - logcount_predictions_loss: 0.3959 2/2416 [..............................] - ETA: 18:54 - loss: 1161.6635 - logits_profile_predictions_loss: 1143.3654 - logcount_predictions_loss: 0.3407 3/2416 [..............................] - ETA: 18:56 - loss: 1151.5021 - logits_profile_predictions_loss: 1134.0030 - logcount_predictions_loss: 0.3259 4/2416 [..............................] - ETA: 18:58 - loss: 1143.4133 - logits_profile_predictions_loss: 1125.9790 - logcount_predictions_loss: 0.3247 5/2416 [..............................] - ETA: 18:59 - loss: 1140.1519 - logits_profile_predictions_loss: 1122.7254 - logcount_predictions_loss: 0.3245 6/2416 [..............................] - ETA: 18:58 - loss: 1139.0532 - logits_profile_predictions_loss: 1121.4435 - logcount_predictions_loss: 0.3279 7/2416 [..............................] - ETA: 18:57 - loss: 1138.4218 - logits_profile_predictions_loss: 1120.6564 - logcount_predictions_loss: 0.3308 8/2416 [..............................] - ETA: 18:58 - loss: 1138.1789 - logits_profile_predictions_loss: 1120.1455 - logcount_predictions_loss: 0.3358 9/2416 [..............................] - ETA: 18:58 - loss: 1138.1831 - logits_profile_predictions_loss: 1119.8098 - logcount_predictions_loss: 0.3421 10/2416 [..............................] - ETA: 18:59 - loss: 1137.4776 - logits_profile_predictions_loss: 1118.8024 - logcount_predictions_loss: 0.3478 11/2416 [..............................] - ETA: 18:59 - loss: 1136.7950 - logits_profile_predictions_loss: 1117.9239 - logcount_predictions_loss: 0.3514 12/2416 [..............................] - ETA: 18:58 - loss: 1136.4988 - logits_profile_predictions_loss: 1117.4594 - logcount_predictions_loss: 0.3546 13/2416 [..............................] - ETA: 18:57 - loss: 1135.4275 - logits_profile_predictions_loss: 1116.1740 - logcount_predictions_loss: 0.3585 14/2416 [..............................] - ETA: 18:58 - loss: 1134.7791 - logits_profile_predictions_loss: 1115.3482 - logcount_predictions_loss: 0.3618 15/2416 [..............................] - ETA: 18:57 - loss: 1133.9648 - logits_profile_predictions_loss: 1114.4300 - logcount_predictions_loss: 0.3638 16/2416 [..............................] - ETA: 18:57 - loss: 1133.2751 - logits_profile_predictions_loss: 1113.6632 - logcount_predictions_loss: 0.3652 17/2416 [..............................] - ETA: 18:56 - loss: 1133.0691 - logits_profile_predictions_loss: 1113.4102 - logcount_predictions_loss: 0.3661 18/2416 [..............................] - ETA: 18:56 - loss: 1132.9762 - logits_profile_predictions_loss: 1113.3019 - logcount_predictions_loss: 0.3664 19/2416 [..............................] - ETA: 18:55 - loss: 1133.0288 - logits_profile_predictions_loss: 1113.3500 - logcount_predictions_loss: 0.3665 20/2416 [..............................] - ETA: 18:56 - loss: 1133.4452 - logits_profile_predictions_loss: 1113.7809 - logcount_predictions_loss: 0.3662 21/2416 [..............................] - ETA: 18:55 - loss: 1133.5515 - logits_profile_predictions_loss: 1113.8981 - logcount_predictions_loss: 0.3660 22/2416 [..............................] - ETA: 18:54 - loss: 1133.6626 - logits_profile_predictions_loss: 1114.0253 - logcount_predictions_loss: 0.3657 23/2416 [..............................] - ETA: 18:54 - loss: 1133.3703 - logits_profile_predictions_loss: 1113.7582 - logcount_predictions_loss: 0.3652 24/2416 [..............................] - ETA: 18:53 - loss: 1132.9287 - logits_profile_predictions_loss: 1113.3450 - logcount_predictions_loss: 0.3647 25/2416 [..............................] - ETA: 18:53 - loss: 1132.5675 - logits_profile_predictions_loss: 1113.0090 - logcount_predictions_loss: 0.3642 26/2416 [..............................] - ETA: 18:53 - loss: 1132.3007 - logits_profile_predictions_loss: 1112.7674 - logcount_predictions_loss: 0.3637 27/2416 [..............................] - ETA: 18:53 - loss: 1131.9635 - logits_profile_predictions_loss: 1112.4525 - logcount_predictions_loss: 0.3633 28/2416 [..............................] - ETA: 18:52 - loss: 1131.7573 - logits_profile_predictions_loss: 1112.2672 - logcount_predictions_loss: 0.3629 29/2416 [..............................] - ETA: 18:52 - loss: 1131.6569 - logits_profile_predictions_loss: 1112.1912 - logcount_predictions_loss: 0.3625 30/2416 [..............................] - ETA: 18:51 - loss: 1131.5496 - logits_profile_predictions_loss: 1112.1103 - logcount_predictions_loss: 0.3620 31/2416 [..............................] - ETA: 18:51 - loss: 1131.4896 - logits_profile_predictions_loss: 1112.0692 - logcount_predictions_loss: 0.3616 32/2416 [..............................] - ETA: 18:51 - loss: 1131.3691 - logits_profile_predictions_loss: 1111.9691 - logcount_predictions_loss: 0.3613 33/2416 [..............................] - ETA: 18:50 - loss: 1131.3824 - logits_profile_predictions_loss: 1112.0035 - logcount_predictions_loss: 0.3609 34/2416 [..............................] - ETA: 18:49 - loss: 1131.3928 - logits_profile_predictions_loss: 1112.0367 - logcount_predictions_loss: 0.3604 35/2416 [..............................] - ETA: 18:49 - loss: 1131.2936 - logits_profile_predictions_loss: 1111.9524 - logcount_predictions_loss: 0.3602 36/2416 [..............................] - ETA: 18:49 - loss: 1131.2262 - logits_profile_predictions_loss: 1111.8974 - logcount_predictions_loss: 0.3599 37/2416 [..............................] - ETA: 18:49 - loss: 1131.1567 - logits_profile_predictions_loss: 1111.8415 - logcount_predictions_loss: 0.3597 38/2416 [..............................] - ETA: 18:48 - loss: 1131.1127 - logits_profile_predictions_loss: 1111.8038 - logcount_predictions_loss: 0.3596 39/2416 [..............................] - ETA: 18:48 - loss: 1131.0544 - logits_profile_predictions_loss: 1111.7527 - logcount_predictions_loss: 0.3594 40/2416 [..............................] - ETA: 18:47 - loss: 1130.9978 - logits_profile_predictions_loss: 1111.7038 - logcount_predictions_loss: 0.3593 41/2416 [..............................] - ETA: 18:47 - loss: 1130.8905 - logits_profile_predictions_loss: 1111.6019 - logcount_predictions_loss: 0.3592 42/2416 [..............................] - ETA: 18:47 - loss: 1130.8610 - logits_profile_predictions_loss: 1111.5789 - logcount_predictions_loss: 0.3591 43/2416 [..............................] - ETA: 18:46 - loss: 1130.7855 - logits_profile_predictions_loss: 1111.5133 - logcount_predictions_loss: 0.3589 44/2416 [..............................] - ETA: 18:46 - loss: 1130.7255 - 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- logcount_predictions_loss: 0.3372 412/2416 [====>.........................] - ETA: 15:56 - loss: 1125.2336 - logits_profile_predictions_loss: 1107.1278 - logcount_predictions_loss: 0.3372 413/2416 [====>.........................] - ETA: 15:55 - loss: 1125.2441 - logits_profile_predictions_loss: 1107.1387 - logcount_predictions_loss: 0.3372 414/2416 [====>.........................] - ETA: 15:55 - loss: 1125.2547 - logits_profile_predictions_loss: 1107.1495 - logcount_predictions_loss: 0.3372 415/2416 [====>.........................] - ETA: 15:54 - loss: 1125.2650 - logits_profile_predictions_loss: 1107.1601 - logcount_predictions_loss: 0.3371 416/2416 [====>.........................] - ETA: 15:54 - loss: 1125.2744 - logits_profile_predictions_loss: 1107.1698 - logcount_predictions_loss: 0.3371 417/2416 [====>.........................] - ETA: 15:53 - loss: 1125.2834 - logits_profile_predictions_loss: 1107.1791 - logcount_predictions_loss: 0.3371 418/2416 [====>.........................] - ETA: 15:53 - loss: 1125.2926 - logits_profile_predictions_loss: 1107.1885 - logcount_predictions_loss: 0.3371 419/2416 [====>.........................] - ETA: 15:52 - loss: 1125.3034 - logits_profile_predictions_loss: 1107.1994 - logcount_predictions_loss: 0.3371 420/2416 [====>.........................] - ETA: 15:52 - loss: 1125.3141 - logits_profile_predictions_loss: 1107.2104 - logcount_predictions_loss: 0.3371 421/2416 [====>.........................] - ETA: 15:51 - loss: 1125.3248 - logits_profile_predictions_loss: 1107.2214 - logcount_predictions_loss: 0.3371 422/2416 [====>.........................] - ETA: 15:51 - loss: 1125.3354 - logits_profile_predictions_loss: 1107.2322 - logcount_predictions_loss: 0.3371 423/2416 [====>.........................] - ETA: 15:50 - loss: 1125.3458 - logits_profile_predictions_loss: 1107.2430 - logcount_predictions_loss: 0.3371 424/2416 [====>.........................] - ETA: 15:50 - loss: 1125.3558 - logits_profile_predictions_loss: 1107.2532 - logcount_predictions_loss: 0.3371 425/2416 [====>.........................] - ETA: 15:49 - loss: 1125.3654 - logits_profile_predictions_loss: 1107.2631 - logcount_predictions_loss: 0.3371 426/2416 [====>.........................] - ETA: 15:49 - loss: 1125.3746 - logits_profile_predictions_loss: 1107.2726 - logcount_predictions_loss: 0.3371 427/2416 [====>.........................] - ETA: 15:48 - loss: 1125.3833 - logits_profile_predictions_loss: 1107.2817 - logcount_predictions_loss: 0.3371 428/2416 [====>.........................] - ETA: 15:48 - loss: 1125.3919 - logits_profile_predictions_loss: 1107.2905 - logcount_predictions_loss: 0.3371 429/2416 [====>.........................] - ETA: 15:47 - loss: 1125.4004 - logits_profile_predictions_loss: 1107.2993 - logcount_predictions_loss: 0.3371 430/2416 [====>.........................] - ETA: 15:47 - loss: 1125.4089 - logits_profile_predictions_loss: 1107.3082 - logcount_predictions_loss: 0.3371 431/2416 [====>.........................] - ETA: 15:47 - loss: 1125.4172 - logits_profile_predictions_loss: 1107.3168 - logcount_predictions_loss: 0.3371 432/2416 [====>.........................] - ETA: 15:46 - loss: 1125.4249 - logits_profile_predictions_loss: 1107.3249 - logcount_predictions_loss: 0.3371 433/2416 [====>.........................] - ETA: 15:46 - loss: 1125.4325 - logits_profile_predictions_loss: 1107.3328 - logcount_predictions_loss: 0.3371 434/2416 [====>.........................] - ETA: 15:45 - loss: 1125.4424 - logits_profile_predictions_loss: 1107.3430 - logcount_predictions_loss: 0.3370 435/2416 [====>.........................] - ETA: 15:45 - loss: 1125.4514 - logits_profile_predictions_loss: 1107.3523 - logcount_predictions_loss: 0.3370 436/2416 [====>.........................] - ETA: 15:44 - loss: 1125.4605 - logits_profile_predictions_loss: 1107.3616 - logcount_predictions_loss: 0.3370 437/2416 [====>.........................] - ETA: 15:44 - loss: 1125.4697 - logits_profile_predictions_loss: 1107.3710 - logcount_predictions_loss: 0.3370 438/2416 [====>.........................] - ETA: 15:43 - loss: 1125.4784 - logits_profile_predictions_loss: 1107.3800 - logcount_predictions_loss: 0.3370 439/2416 [====>.........................] - ETA: 15:43 - loss: 1125.4871 - logits_profile_predictions_loss: 1107.3889 - logcount_predictions_loss: 0.3370 440/2416 [====>.........................] - ETA: 15:42 - loss: 1125.4954 - logits_profile_predictions_loss: 1107.3974 - logcount_predictions_loss: 0.3370 441/2416 [====>.........................] - ETA: 15:42 - loss: 1125.5039 - logits_profile_predictions_loss: 1107.4062 - logcount_predictions_loss: 0.3370 442/2416 [====>.........................] - ETA: 15:41 - loss: 1125.5123 - logits_profile_predictions_loss: 1107.4149 - logcount_predictions_loss: 0.3370 443/2416 [====>.........................] - ETA: 15:41 - loss: 1125.5210 - logits_profile_predictions_loss: 1107.4237 - logcount_predictions_loss: 0.3370 444/2416 [====>.........................] - ETA: 15:40 - loss: 1125.5298 - logits_profile_predictions_loss: 1107.4328 - logcount_predictions_loss: 0.3370 445/2416 [====>.........................] - ETA: 15:40 - loss: 1125.5388 - logits_profile_predictions_loss: 1107.4421 - logcount_predictions_loss: 0.3370 446/2416 [====>.........................] - ETA: 15:39 - loss: 1125.5483 - logits_profile_predictions_loss: 1107.4519 - logcount_predictions_loss: 0.3370 447/2416 [====>.........................] - ETA: 15:39 - loss: 1125.5580 - logits_profile_predictions_loss: 1107.4618 - logcount_predictions_loss: 0.3370 448/2416 [====>.........................] - ETA: 15:38 - loss: 1125.5675 - logits_profile_predictions_loss: 1107.4717 - logcount_predictions_loss: 0.3370 449/2416 [====>.........................] - ETA: 15:38 - loss: 1125.5771 - logits_profile_predictions_loss: 1107.4815 - logcount_predictions_loss: 0.3370 450/2416 [====>.........................] - ETA: 15:37 - loss: 1125.5862 - logits_profile_predictions_loss: 1107.4909 - logcount_predictions_loss: 0.3370 451/2416 [====>.........................] - ETA: 15:37 - loss: 1125.5957 - logits_profile_predictions_loss: 1107.5007 - logcount_predictions_loss: 0.3370 452/2416 [====>.........................] - ETA: 15:37 - loss: 1125.6051 - logits_profile_predictions_loss: 1107.5103 - logcount_predictions_loss: 0.3370 453/2416 [====>.........................] - ETA: 15:36 - loss: 1125.6141 - logits_profile_predictions_loss: 1107.5195 - logcount_predictions_loss: 0.3370 454/2416 [====>.........................] - ETA: 15:36 - loss: 1125.6230 - logits_profile_predictions_loss: 1107.5286 - logcount_predictions_loss: 0.3370 455/2416 [====>.........................] - ETA: 15:35 - loss: 1125.6317 - logits_profile_predictions_loss: 1107.5376 - logcount_predictions_loss: 0.3369 456/2416 [====>.........................] - ETA: 15:35 - loss: 1125.6402 - logits_profile_predictions_loss: 1107.5464 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logcount_predictions_loss: 0.3265 2403/2416 [============================>.] - ETA: 6s - loss: 1126.6401 - logits_profile_predictions_loss: 1109.1093 - logcount_predictions_loss: 0.3265 2404/2416 [============================>.] - ETA: 5s - loss: 1126.6395 - logits_profile_predictions_loss: 1109.1090 - logcount_predictions_loss: 0.3264 2405/2416 [============================>.] - ETA: 5s - loss: 1126.6390 - logits_profile_predictions_loss: 1109.1087 - logcount_predictions_loss: 0.3264 2406/2416 [============================>.] - ETA: 4s - loss: 1126.6384 - logits_profile_predictions_loss: 1109.1083 - logcount_predictions_loss: 0.3264 2407/2416 [============================>.] - ETA: 4s - loss: 1126.6379 - logits_profile_predictions_loss: 1109.1080 - logcount_predictions_loss: 0.3264 2408/2416 [============================>.] - ETA: 3s - loss: 1126.6373 - logits_profile_predictions_loss: 1109.1076 - logcount_predictions_loss: 0.3264 2409/2416 [============================>.] - ETA: 3s - loss: 1126.6368 - logits_profile_predictions_loss: 1109.1073 - logcount_predictions_loss: 0.3264 2410/2416 [============================>.] - ETA: 2s - loss: 1126.6363 - logits_profile_predictions_loss: 1109.1070 - logcount_predictions_loss: 0.3264 2411/2416 [============================>.] - ETA: 2s - loss: 1126.6358 - logits_profile_predictions_loss: 1109.1067 - logcount_predictions_loss: 0.3264 2412/2416 [============================>.] - ETA: 1s - loss: 1126.6352 - logits_profile_predictions_loss: 1109.1064 - logcount_predictions_loss: 0.3264 2413/2416 [============================>.] - ETA: 1s - loss: 1126.6347 - logits_profile_predictions_loss: 1109.1061 - logcount_predictions_loss: 0.3264 2414/2416 [============================>.] - ETA: 0s - loss: 1126.6342 - logits_profile_predictions_loss: 1109.1058 - logcount_predictions_loss: 0.3264 2415/2416 [============================>.] - ETA: 0s - loss: 1126.6338 - logits_profile_predictions_loss: 1109.1055 - logcount_predictions_loss: 0.3264 2416/2416 [==============================] - ETA: 0s - loss: 1126.6333 - logits_profile_predictions_loss: 1109.1052 - logcount_predictions_loss: 0.3264 2416/2416 [==============================] - 1194s 494ms/step - loss: 1126.6328 - logits_profile_predictions_loss: 1109.1049 - logcount_predictions_loss: 0.3264 - val_loss: 1148.6499 - val_logits_profile_predictions_loss: 1130.4520 - val_logcount_predictions_loss: 0.3389 Epoch 00003: val_loss improved from 1151.41736 to 1148.64990, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 4/50 1/2416 [..............................] - ETA: 20:51 - loss: 1142.1886 - logits_profile_predictions_loss: 1126.6250 - logcount_predictions_loss: 0.2898 2/2416 [..............................] - ETA: 19:02 - loss: 1108.5130 - logits_profile_predictions_loss: 1093.4474 - logcount_predictions_loss: 0.2806 3/2416 [..............................] - ETA: 18:58 - loss: 1110.5821 - logits_profile_predictions_loss: 1096.0872 - logcount_predictions_loss: 0.2699 4/2416 [..............................] - ETA: 18:56 - loss: 1113.8471 - logits_profile_predictions_loss: 1099.7411 - logcount_predictions_loss: 0.2627 5/2416 [..............................] - ETA: 18:55 - loss: 1121.3837 - logits_profile_predictions_loss: 1107.3192 - logcount_predictions_loss: 0.2619 6/2416 [..............................] - ETA: 18:56 - loss: 1128.5721 - logits_profile_predictions_loss: 1114.5391 - logcount_predictions_loss: 0.2613 7/2416 [..............................] - ETA: 18:57 - loss: 1132.1873 - logits_profile_predictions_loss: 1118.0869 - logcount_predictions_loss: 0.2626 8/2416 [..............................] - ETA: 18:57 - loss: 1134.9537 - logits_profile_predictions_loss: 1120.7812 - logcount_predictions_loss: 0.2639 9/2416 [..............................] - ETA: 18:57 - loss: 1136.5393 - logits_profile_predictions_loss: 1122.2112 - logcount_predictions_loss: 0.2668 10/2416 [..............................] - ETA: 18:57 - loss: 1136.4034 - logits_profile_predictions_loss: 1121.9642 - logcount_predictions_loss: 0.2689 11/2416 [..............................] - ETA: 18:57 - loss: 1136.5241 - logits_profile_predictions_loss: 1121.8978 - logcount_predictions_loss: 0.2724 12/2416 [..............................] - ETA: 18:57 - loss: 1137.0179 - logits_profile_predictions_loss: 1122.2545 - logcount_predictions_loss: 0.2749 13/2416 [..............................] - ETA: 18:57 - loss: 1136.5685 - logits_profile_predictions_loss: 1121.7133 - logcount_predictions_loss: 0.2766 14/2416 [..............................] - ETA: 18:55 - loss: 1136.1552 - logits_profile_predictions_loss: 1121.2271 - logcount_predictions_loss: 0.2780 15/2416 [..............................] - ETA: 18:55 - loss: 1135.3988 - logits_profile_predictions_loss: 1120.4234 - logcount_predictions_loss: 0.2789 16/2416 [..............................] - ETA: 18:54 - loss: 1135.0892 - logits_profile_predictions_loss: 1120.0648 - logcount_predictions_loss: 0.2798 17/2416 [..............................] - ETA: 18:54 - loss: 1134.9445 - logits_profile_predictions_loss: 1119.8868 - logcount_predictions_loss: 0.2804 18/2416 [..............................] - ETA: 18:54 - loss: 1134.7614 - logits_profile_predictions_loss: 1119.6632 - logcount_predictions_loss: 0.2812 19/2416 [..............................] - ETA: 18:53 - loss: 1134.2697 - logits_profile_predictions_loss: 1119.1428 - logcount_predictions_loss: 0.2817 20/2416 [..............................] - ETA: 18:52 - loss: 1133.7341 - logits_profile_predictions_loss: 1118.5899 - logcount_predictions_loss: 0.2820 21/2416 [..............................] - ETA: 18:52 - loss: 1133.3965 - logits_profile_predictions_loss: 1118.2391 - logcount_predictions_loss: 0.2823 22/2416 [..............................] - ETA: 18:51 - loss: 1132.9333 - logits_profile_predictions_loss: 1117.7610 - logcount_predictions_loss: 0.2825 23/2416 [..............................] - ETA: 18:51 - loss: 1132.4823 - logits_profile_predictions_loss: 1117.2977 - logcount_predictions_loss: 0.2828 24/2416 [..............................] - ETA: 18:50 - loss: 1131.9231 - logits_profile_predictions_loss: 1116.7393 - logcount_predictions_loss: 0.2828 25/2416 [..............................] - ETA: 18:49 - loss: 1131.4532 - logits_profile_predictions_loss: 1116.2753 - logcount_predictions_loss: 0.2826 26/2416 [..............................] - ETA: 18:49 - loss: 1130.9680 - logits_profile_predictions_loss: 1115.7986 - logcount_predictions_loss: 0.2825 27/2416 [..............................] - ETA: 18:49 - loss: 1130.4777 - logits_profile_predictions_loss: 1115.3158 - logcount_predictions_loss: 0.2823 28/2416 [..............................] - ETA: 18:49 - loss: 1129.9968 - logits_profile_predictions_loss: 1114.8365 - logcount_predictions_loss: 0.2823 29/2416 [..............................] - ETA: 18:49 - loss: 1129.5471 - logits_profile_predictions_loss: 1114.3923 - logcount_predictions_loss: 0.2822 30/2416 [..............................] - ETA: 18:48 - loss: 1129.2123 - logits_profile_predictions_loss: 1114.0620 - logcount_predictions_loss: 0.2821 31/2416 [..............................] - ETA: 18:48 - loss: 1128.8900 - logits_profile_predictions_loss: 1113.7419 - logcount_predictions_loss: 0.2821 32/2416 [..............................] - ETA: 18:48 - loss: 1128.5597 - logits_profile_predictions_loss: 1113.4170 - logcount_predictions_loss: 0.2820 33/2416 [..............................] - ETA: 18:47 - loss: 1128.3691 - logits_profile_predictions_loss: 1113.2316 - logcount_predictions_loss: 0.2819 34/2416 [..............................] - ETA: 18:47 - loss: 1128.2167 - logits_profile_predictions_loss: 1113.0880 - logcount_predictions_loss: 0.2817 35/2416 [..............................] - ETA: 18:46 - loss: 1127.9408 - logits_profile_predictions_loss: 1112.8205 - logcount_predictions_loss: 0.2816 36/2416 [..............................] - ETA: 18:46 - loss: 1127.6183 - logits_profile_predictions_loss: 1112.5073 - logcount_predictions_loss: 0.2814 37/2416 [..............................] - ETA: 18:46 - loss: 1127.3113 - logits_profile_predictions_loss: 1112.2085 - logcount_predictions_loss: 0.2812 38/2416 [..............................] - ETA: 18:45 - loss: 1127.0126 - logits_profile_predictions_loss: 1111.9110 - logcount_predictions_loss: 0.2812 39/2416 [..............................] - ETA: 18:45 - loss: 1126.7381 - logits_profile_predictions_loss: 1111.6360 - logcount_predictions_loss: 0.2812 40/2416 [..............................] - ETA: 18:44 - loss: 1126.4679 - logits_profile_predictions_loss: 1111.3660 - logcount_predictions_loss: 0.2812 41/2416 [..............................] - ETA: 18:44 - loss: 1126.2022 - logits_profile_predictions_loss: 1111.1009 - logcount_predictions_loss: 0.2812 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- ETA: 16:43 - loss: 1122.2208 - logits_profile_predictions_loss: 1106.3547 - logcount_predictions_loss: 0.2955 307/2416 [==>...........................] - ETA: 16:42 - loss: 1122.2133 - logits_profile_predictions_loss: 1106.3466 - logcount_predictions_loss: 0.2955 308/2416 [==>...........................] - ETA: 16:42 - loss: 1122.2057 - logits_profile_predictions_loss: 1106.3382 - logcount_predictions_loss: 0.2955 309/2416 [==>...........................] - ETA: 16:41 - loss: 1122.1980 - logits_profile_predictions_loss: 1106.3299 - logcount_predictions_loss: 0.2955 310/2416 [==>...........................] - ETA: 16:41 - loss: 1122.1904 - logits_profile_predictions_loss: 1106.3218 - logcount_predictions_loss: 0.2955 311/2416 [==>...........................] - ETA: 16:40 - loss: 1122.1829 - logits_profile_predictions_loss: 1106.3135 - logcount_predictions_loss: 0.2955 312/2416 [==>...........................] - ETA: 16:40 - loss: 1122.1743 - logits_profile_predictions_loss: 1106.3041 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[==>...........................] - ETA: 16:36 - loss: 1122.1114 - logits_profile_predictions_loss: 1106.2350 - logcount_predictions_loss: 0.2957 320/2416 [==>...........................] - ETA: 16:36 - loss: 1122.1019 - logits_profile_predictions_loss: 1106.2247 - logcount_predictions_loss: 0.2957 321/2416 [==>...........................] - ETA: 16:36 - loss: 1122.0918 - logits_profile_predictions_loss: 1106.2138 - logcount_predictions_loss: 0.2957 322/2416 [==>...........................] - ETA: 16:35 - loss: 1122.0812 - logits_profile_predictions_loss: 1106.2023 - logcount_predictions_loss: 0.2957 323/2416 [===>..........................] - ETA: 16:35 - loss: 1122.0719 - logits_profile_predictions_loss: 1106.1921 - logcount_predictions_loss: 0.2957 324/2416 [===>..........................] - ETA: 16:34 - loss: 1122.0619 - logits_profile_predictions_loss: 1106.1812 - logcount_predictions_loss: 0.2957 325/2416 [===>..........................] - ETA: 16:34 - loss: 1122.0528 - 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logcount_predictions_loss: 0.2970 390/2416 [===>..........................] - ETA: 16:03 - loss: 1121.4364 - logits_profile_predictions_loss: 1105.4871 - logcount_predictions_loss: 0.2970 391/2416 [===>..........................] - ETA: 16:03 - loss: 1121.4291 - logits_profile_predictions_loss: 1105.4791 - logcount_predictions_loss: 0.2970 392/2416 [===>..........................] - ETA: 16:02 - loss: 1121.4223 - logits_profile_predictions_loss: 1105.4715 - logcount_predictions_loss: 0.2970 393/2416 [===>..........................] - ETA: 16:02 - loss: 1121.4159 - logits_profile_predictions_loss: 1105.4643 - logcount_predictions_loss: 0.2971 394/2416 [===>..........................] - ETA: 16:01 - loss: 1121.4087 - logits_profile_predictions_loss: 1105.4564 - logcount_predictions_loss: 0.2971 395/2416 [===>..........................] - ETA: 16:01 - loss: 1121.4009 - logits_profile_predictions_loss: 1105.4479 - logcount_predictions_loss: 0.2971 396/2416 [===>..........................] 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- logcount_predictions_loss: 0.2972 403/2416 [====>.........................] - ETA: 15:57 - loss: 1121.3313 - logits_profile_predictions_loss: 1105.3729 - logcount_predictions_loss: 0.2972 404/2416 [====>.........................] - ETA: 15:56 - loss: 1121.3224 - logits_profile_predictions_loss: 1105.3633 - logcount_predictions_loss: 0.2972 405/2416 [====>.........................] - ETA: 15:56 - loss: 1121.3132 - logits_profile_predictions_loss: 1105.3536 - logcount_predictions_loss: 0.2972 406/2416 [====>.........................] - ETA: 15:55 - loss: 1121.3037 - logits_profile_predictions_loss: 1105.3435 - logcount_predictions_loss: 0.2972 407/2416 [====>.........................] - ETA: 15:55 - loss: 1121.2941 - logits_profile_predictions_loss: 1105.3333 - logcount_predictions_loss: 0.2972 408/2416 [====>.........................] - ETA: 15:55 - loss: 1121.2854 - logits_profile_predictions_loss: 1105.3240 - logcount_predictions_loss: 0.2972 409/2416 [====>.........................] - ETA: 15:54 - loss: 1121.2772 - logits_profile_predictions_loss: 1105.3153 - logcount_predictions_loss: 0.2972 410/2416 [====>.........................] - ETA: 15:54 - loss: 1121.2688 - logits_profile_predictions_loss: 1105.3064 - logcount_predictions_loss: 0.2973 411/2416 [====>.........................] - ETA: 15:53 - loss: 1121.2607 - logits_profile_predictions_loss: 1105.2978 - logcount_predictions_loss: 0.2973 412/2416 [====>.........................] - ETA: 15:53 - loss: 1121.2529 - logits_profile_predictions_loss: 1105.2895 - logcount_predictions_loss: 0.2973 413/2416 [====>.........................] - ETA: 15:52 - loss: 1121.2445 - logits_profile_predictions_loss: 1105.2806 - logcount_predictions_loss: 0.2973 414/2416 [====>.........................] - ETA: 15:52 - loss: 1121.2364 - logits_profile_predictions_loss: 1105.2720 - logcount_predictions_loss: 0.2973 415/2416 [====>.........................] - ETA: 15:51 - loss: 1121.2287 - logits_profile_predictions_loss: 1105.2638 - logcount_predictions_loss: 0.2973 416/2416 [====>.........................] - ETA: 15:51 - loss: 1121.2210 - logits_profile_predictions_loss: 1105.2558 - logcount_predictions_loss: 0.2973 417/2416 [====>.........................] - ETA: 15:50 - loss: 1121.2126 - logits_profile_predictions_loss: 1105.2469 - logcount_predictions_loss: 0.2973 418/2416 [====>.........................] - ETA: 15:50 - loss: 1121.2036 - logits_profile_predictions_loss: 1105.2375 - logcount_predictions_loss: 0.2973 419/2416 [====>.........................] - ETA: 15:49 - loss: 1121.1942 - logits_profile_predictions_loss: 1105.2277 - logcount_predictions_loss: 0.2973 420/2416 [====>.........................] - ETA: 15:49 - loss: 1121.1854 - logits_profile_predictions_loss: 1105.2184 - logcount_predictions_loss: 0.2973 421/2416 [====>.........................] - ETA: 15:48 - loss: 1121.1784 - logits_profile_predictions_loss: 1105.2109 - logcount_predictions_loss: 0.2974 422/2416 [====>.........................] - ETA: 15:48 - loss: 1121.1715 - logits_profile_predictions_loss: 1105.2035 - logcount_predictions_loss: 0.2974 423/2416 [====>.........................] - ETA: 15:48 - loss: 1121.1650 - logits_profile_predictions_loss: 1105.1966 - logcount_predictions_loss: 0.2974 424/2416 [====>.........................] - ETA: 15:47 - loss: 1121.1582 - logits_profile_predictions_loss: 1105.1892 - logcount_predictions_loss: 0.2974 425/2416 [====>.........................] - ETA: 15:47 - loss: 1121.1511 - logits_profile_predictions_loss: 1105.1816 - logcount_predictions_loss: 0.2974 426/2416 [====>.........................] - ETA: 15:46 - loss: 1121.1443 - logits_profile_predictions_loss: 1105.1743 - logcount_predictions_loss: 0.2974 427/2416 [====>.........................] - ETA: 15:46 - loss: 1121.1374 - logits_profile_predictions_loss: 1105.1669 - logcount_predictions_loss: 0.2974 428/2416 [====>.........................] - ETA: 15:45 - loss: 1121.1308 - logits_profile_predictions_loss: 1105.1599 - logcount_predictions_loss: 0.2974 429/2416 [====>.........................] - ETA: 15:45 - loss: 1121.1252 - logits_profile_predictions_loss: 1105.1538 - logcount_predictions_loss: 0.2974 430/2416 [====>.........................] - ETA: 15:44 - loss: 1121.1203 - logits_profile_predictions_loss: 1105.1485 - logcount_predictions_loss: 0.2974 431/2416 [====>.........................] - ETA: 15:44 - loss: 1121.1159 - logits_profile_predictions_loss: 1105.1436 - logcount_predictions_loss: 0.2974 432/2416 [====>.........................] - ETA: 15:43 - loss: 1121.1109 - logits_profile_predictions_loss: 1105.1382 - logcount_predictions_loss: 0.2974 433/2416 [====>.........................] - ETA: 15:43 - loss: 1121.1061 - logits_profile_predictions_loss: 1105.1329 - logcount_predictions_loss: 0.2975 434/2416 [====>.........................] - ETA: 15:42 - loss: 1121.1012 - logits_profile_predictions_loss: 1105.1274 - logcount_predictions_loss: 0.2975 435/2416 [====>.........................] - ETA: 15:42 - loss: 1121.0964 - logits_profile_predictions_loss: 1105.1221 - logcount_predictions_loss: 0.2975 436/2416 [====>.........................] - ETA: 15:41 - loss: 1121.0924 - logits_profile_predictions_loss: 1105.1176 - logcount_predictions_loss: 0.2975 437/2416 [====>.........................] - ETA: 15:41 - loss: 1121.0879 - logits_profile_predictions_loss: 1105.1126 - logcount_predictions_loss: 0.2975 438/2416 [====>.........................] - ETA: 15:40 - loss: 1121.0841 - logits_profile_predictions_loss: 1105.1083 - logcount_predictions_loss: 0.2975 439/2416 [====>.........................] - ETA: 15:40 - loss: 1121.0800 - logits_profile_predictions_loss: 1105.1037 - logcount_predictions_loss: 0.2975 440/2416 [====>.........................] - ETA: 15:39 - loss: 1121.0765 - logits_profile_predictions_loss: 1105.0997 - logcount_predictions_loss: 0.2975 441/2416 [====>.........................] - ETA: 15:39 - loss: 1121.0729 - logits_profile_predictions_loss: 1105.0956 - logcount_predictions_loss: 0.2975 442/2416 [====>.........................] - ETA: 15:38 - loss: 1121.0689 - logits_profile_predictions_loss: 1105.0911 - logcount_predictions_loss: 0.2975 443/2416 [====>.........................] - ETA: 15:38 - loss: 1121.0650 - logits_profile_predictions_loss: 1105.0866 - logcount_predictions_loss: 0.2976 444/2416 [====>.........................] - ETA: 15:38 - loss: 1121.0608 - logits_profile_predictions_loss: 1105.0819 - logcount_predictions_loss: 0.2976 445/2416 [====>.........................] - ETA: 15:37 - loss: 1121.0565 - logits_profile_predictions_loss: 1105.0770 - logcount_predictions_loss: 0.2976 446/2416 [====>.........................] - ETA: 15:37 - loss: 1121.0522 - logits_profile_predictions_loss: 1105.0722 - logcount_predictions_loss: 0.2976 447/2416 [====>.........................] - ETA: 15:36 - loss: 1121.0481 - logits_profile_predictions_loss: 1105.0675 - logcount_predictions_loss: 0.2976 448/2416 [====>.........................] - ETA: 15:36 - loss: 1121.0435 - logits_profile_predictions_loss: 1105.0624 - logcount_predictions_loss: 0.2976 449/2416 [====>.........................] - ETA: 15:35 - loss: 1121.0390 - logits_profile_predictions_loss: 1105.0573 - logcount_predictions_loss: 0.2976 450/2416 [====>.........................] - ETA: 15:35 - loss: 1121.0348 - logits_profile_predictions_loss: 1105.0525 - logcount_predictions_loss: 0.2976 451/2416 [====>.........................] - ETA: 15:34 - loss: 1121.0304 - logits_profile_predictions_loss: 1105.0476 - logcount_predictions_loss: 0.2976 452/2416 [====>.........................] - ETA: 15:34 - loss: 1121.0259 - logits_profile_predictions_loss: 1105.0426 - logcount_predictions_loss: 0.2976 453/2416 [====>.........................] - ETA: 15:33 - loss: 1121.0217 - logits_profile_predictions_loss: 1105.0379 - logcount_predictions_loss: 0.2977 454/2416 [====>.........................] - ETA: 15:33 - loss: 1121.0169 - logits_profile_predictions_loss: 1105.0325 - logcount_predictions_loss: 0.2977 455/2416 [====>.........................] - ETA: 15:32 - loss: 1121.0117 - logits_profile_predictions_loss: 1105.0268 - logcount_predictions_loss: 0.2977 456/2416 [====>.........................] - ETA: 15:32 - loss: 1121.0063 - logits_profile_predictions_loss: 1105.0207 - logcount_predictions_loss: 0.2977 457/2416 [====>.........................] - ETA: 15:31 - loss: 1121.0008 - logits_profile_predictions_loss: 1105.0147 - logcount_predictions_loss: 0.2977 458/2416 [====>.........................] - ETA: 15:31 - loss: 1120.9957 - logits_profile_predictions_loss: 1105.0089 - logcount_predictions_loss: 0.2977 459/2416 [====>.........................] - ETA: 15:30 - loss: 1120.9909 - logits_profile_predictions_loss: 1105.0035 - logcount_predictions_loss: 0.2977 460/2416 [====>.........................] - ETA: 15:30 - loss: 1120.9860 - 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logcount_predictions_loss: 0.2961 2394/2416 [============================>.] - ETA: 10s - loss: 1118.1346 - logits_profile_predictions_loss: 1102.2324 - logcount_predictions_loss: 0.2961 2395/2416 [============================>.] - ETA: 9s - loss: 1118.1339 - logits_profile_predictions_loss: 1102.2318 - logcount_predictions_loss: 0.2961  2396/2416 [============================>.] - ETA: 9s - loss: 1118.1333 - logits_profile_predictions_loss: 1102.2313 - logcount_predictions_loss: 0.2961 2397/2416 [============================>.] - ETA: 9s - loss: 1118.1326 - logits_profile_predictions_loss: 1102.2307 - logcount_predictions_loss: 0.2961 2398/2416 [============================>.] - ETA: 8s - loss: 1118.1320 - logits_profile_predictions_loss: 1102.2300 - logcount_predictions_loss: 0.2961 2399/2416 [============================>.] - ETA: 8s - loss: 1118.1313 - logits_profile_predictions_loss: 1102.2295 - logcount_predictions_loss: 0.2961 2400/2416 [============================>.] - ETA: 7s - loss: 1118.1307 - logits_profile_predictions_loss: 1102.2289 - logcount_predictions_loss: 0.2961 2401/2416 [============================>.] - ETA: 7s - loss: 1118.1300 - logits_profile_predictions_loss: 1102.2283 - logcount_predictions_loss: 0.2961 2402/2416 [============================>.] - ETA: 6s - loss: 1118.1294 - logits_profile_predictions_loss: 1102.2277 - logcount_predictions_loss: 0.2961 2403/2416 [============================>.] - ETA: 6s - loss: 1118.1287 - logits_profile_predictions_loss: 1102.2271 - logcount_predictions_loss: 0.2961 2404/2416 [============================>.] - ETA: 5s - loss: 1118.1281 - logits_profile_predictions_loss: 1102.2265 - logcount_predictions_loss: 0.2961 2405/2416 [============================>.] - ETA: 5s - loss: 1118.1274 - logits_profile_predictions_loss: 1102.2259 - logcount_predictions_loss: 0.2961 2406/2416 [============================>.] - ETA: 4s - loss: 1118.1267 - logits_profile_predictions_loss: 1102.2253 - logcount_predictions_loss: 0.2961 2407/2416 [============================>.] - ETA: 4s - loss: 1118.1260 - logits_profile_predictions_loss: 1102.2247 - logcount_predictions_loss: 0.2961 2408/2416 [============================>.] - ETA: 3s - loss: 1118.1254 - logits_profile_predictions_loss: 1102.2240 - logcount_predictions_loss: 0.2961 2409/2416 [============================>.] - ETA: 3s - loss: 1118.1247 - logits_profile_predictions_loss: 1102.2234 - logcount_predictions_loss: 0.2961 2410/2416 [============================>.] - ETA: 2s - loss: 1118.1240 - logits_profile_predictions_loss: 1102.2228 - logcount_predictions_loss: 0.2961 2411/2416 [============================>.] - ETA: 2s - loss: 1118.1234 - logits_profile_predictions_loss: 1102.2222 - logcount_predictions_loss: 0.2961 2412/2416 [============================>.] - ETA: 1s - loss: 1118.1227 - logits_profile_predictions_loss: 1102.2216 - logcount_predictions_loss: 0.2961 2413/2416 [============================>.] - ETA: 1s - loss: 1118.1220 - logits_profile_predictions_loss: 1102.2210 - logcount_predictions_loss: 0.2961 2414/2416 [============================>.] - ETA: 0s - loss: 1118.1213 - logits_profile_predictions_loss: 1102.2203 - logcount_predictions_loss: 0.2961 2415/2416 [============================>.] - ETA: 0s - loss: 1118.1206 - logits_profile_predictions_loss: 1102.2197 - logcount_predictions_loss: 0.2961 2416/2416 [==============================] - ETA: 0s - loss: 1118.1199 - logits_profile_predictions_loss: 1102.2190 - logcount_predictions_loss: 0.2961 2416/2416 [==============================] - 1191s 493ms/step - loss: 1118.1192 - logits_profile_predictions_loss: 1102.2184 - logcount_predictions_loss: 0.2961 - val_loss: 1144.1290 - val_logits_profile_predictions_loss: 1130.1643 - val_logcount_predictions_loss: 0.2600 Epoch 00004: val_loss improved from 1148.64990 to 1144.12903, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 5/50 1/2416 [..............................] - ETA: 22:17 - loss: 1097.7610 - logits_profile_predictions_loss: 1085.9568 - logcount_predictions_loss: 0.2198 2/2416 [..............................] - ETA: 18:48 - loss: 1119.7694 - logits_profile_predictions_loss: 1105.8652 - logcount_predictions_loss: 0.2589 3/2416 [..............................] - ETA: 18:49 - loss: 1123.2126 - logits_profile_predictions_loss: 1108.8205 - logcount_predictions_loss: 0.2680 4/2416 [..............................] - ETA: 18:54 - loss: 1124.1491 - logits_profile_predictions_loss: 1109.6298 - logcount_predictions_loss: 0.2704 5/2416 [..............................] - ETA: 18:55 - loss: 1123.8944 - logits_profile_predictions_loss: 1109.1179 - logcount_predictions_loss: 0.2752 6/2416 [..............................] - ETA: 18:53 - loss: 1121.5652 - logits_profile_predictions_loss: 1106.5914 - logcount_predictions_loss: 0.2788 7/2416 [..............................] - ETA: 18:52 - loss: 1120.8947 - logits_profile_predictions_loss: 1105.7901 - logcount_predictions_loss: 0.2813 8/2416 [..............................] - ETA: 18:52 - loss: 1118.2445 - logits_profile_predictions_loss: 1103.0505 - logcount_predictions_loss: 0.2829 9/2416 [..............................] - ETA: 18:52 - loss: 1116.3218 - logits_profile_predictions_loss: 1101.1079 - logcount_predictions_loss: 0.2833 10/2416 [..............................] - ETA: 18:53 - loss: 1116.4445 - logits_profile_predictions_loss: 1101.2088 - logcount_predictions_loss: 0.2837 11/2416 [..............................] - ETA: 18:52 - loss: 1117.0670 - logits_profile_predictions_loss: 1101.7764 - logcount_predictions_loss: 0.2847 12/2416 [..............................] - ETA: 18:51 - loss: 1117.2843 - logits_profile_predictions_loss: 1101.8380 - logcount_predictions_loss: 0.2876 13/2416 [..............................] - ETA: 18:52 - loss: 1116.7205 - logits_profile_predictions_loss: 1101.1196 - logcount_predictions_loss: 0.2905 14/2416 [..............................] - ETA: 18:52 - loss: 1116.5945 - logits_profile_predictions_loss: 1100.8417 - logcount_predictions_loss: 0.2933 15/2416 [..............................] - ETA: 18:52 - loss: 1116.2792 - logits_profile_predictions_loss: 1100.4074 - logcount_predictions_loss: 0.2956 16/2416 [..............................] - ETA: 18:52 - loss: 1115.9415 - logits_profile_predictions_loss: 1099.9641 - logcount_predictions_loss: 0.2975 17/2416 [..............................] - ETA: 18:51 - loss: 1115.7058 - logits_profile_predictions_loss: 1099.6452 - logcount_predictions_loss: 0.2991 18/2416 [..............................] - ETA: 18:51 - loss: 1115.3722 - logits_profile_predictions_loss: 1099.2629 - logcount_predictions_loss: 0.3000 19/2416 [..............................] - ETA: 18:51 - loss: 1114.7692 - logits_profile_predictions_loss: 1098.6368 - logcount_predictions_loss: 0.3004 20/2416 [..............................] - ETA: 18:51 - loss: 1113.9740 - logits_profile_predictions_loss: 1097.8325 - logcount_predictions_loss: 0.3006 21/2416 [..............................] - ETA: 18:51 - loss: 1113.2800 - logits_profile_predictions_loss: 1097.1287 - logcount_predictions_loss: 0.3008 22/2416 [..............................] - ETA: 18:50 - loss: 1112.6040 - logits_profile_predictions_loss: 1096.4534 - logcount_predictions_loss: 0.3008 23/2416 [..............................] - ETA: 18:50 - loss: 1112.0953 - logits_profile_predictions_loss: 1095.9482 - logcount_predictions_loss: 0.3007 24/2416 [..............................] - ETA: 18:50 - loss: 1111.4881 - logits_profile_predictions_loss: 1095.3456 - logcount_predictions_loss: 0.3006 25/2416 [..............................] - ETA: 18:50 - loss: 1110.9302 - logits_profile_predictions_loss: 1094.7846 - logcount_predictions_loss: 0.3007 26/2416 [..............................] - ETA: 18:49 - loss: 1110.5132 - logits_profile_predictions_loss: 1094.3701 - logcount_predictions_loss: 0.3006 27/2416 [..............................] - ETA: 18:48 - loss: 1110.2319 - logits_profile_predictions_loss: 1094.0944 - logcount_predictions_loss: 0.3005 28/2416 [..............................] - ETA: 18:48 - loss: 1110.0284 - logits_profile_predictions_loss: 1093.8965 - logcount_predictions_loss: 0.3004 29/2416 [..............................] - ETA: 18:47 - loss: 1109.8243 - logits_profile_predictions_loss: 1093.6973 - logcount_predictions_loss: 0.3003 30/2416 [..............................] - ETA: 18:47 - loss: 1109.6465 - logits_profile_predictions_loss: 1093.5299 - logcount_predictions_loss: 0.3001 31/2416 [..............................] - ETA: 18:47 - loss: 1109.3979 - logits_profile_predictions_loss: 1093.2975 - logcount_predictions_loss: 0.2998 32/2416 [..............................] - ETA: 18:47 - loss: 1109.1239 - logits_profile_predictions_loss: 1093.0386 - logcount_predictions_loss: 0.2995 33/2416 [..............................] - ETA: 18:46 - loss: 1108.8352 - logits_profile_predictions_loss: 1092.7610 - logcount_predictions_loss: 0.2993 34/2416 [..............................] - ETA: 18:46 - loss: 1108.5998 - logits_profile_predictions_loss: 1092.5382 - logcount_predictions_loss: 0.2991 35/2416 [..............................] - ETA: 18:46 - loss: 1108.4164 - logits_profile_predictions_loss: 1092.3686 - logcount_predictions_loss: 0.2988 36/2416 [..............................] - ETA: 18:46 - loss: 1108.2824 - logits_profile_predictions_loss: 1092.2491 - logcount_predictions_loss: 0.2986 37/2416 [..............................] - ETA: 18:45 - loss: 1108.1273 - logits_profile_predictions_loss: 1092.1106 - logcount_predictions_loss: 0.2983 38/2416 [..............................] - ETA: 18:45 - loss: 1107.9827 - logits_profile_predictions_loss: 1091.9834 - logcount_predictions_loss: 0.2979 39/2416 [..............................] - ETA: 18:44 - loss: 1107.8350 - logits_profile_predictions_loss: 1091.8557 - logcount_predictions_loss: 0.2976 40/2416 [..............................] - ETA: 18:44 - loss: 1107.7117 - logits_profile_predictions_loss: 1091.7475 - logcount_predictions_loss: 0.2973 41/2416 [..............................] - ETA: 18:43 - loss: 1107.6889 - logits_profile_predictions_loss: 1091.7365 - logcount_predictions_loss: 0.2971 42/2416 [..............................] - ETA: 18:43 - loss: 1107.6448 - logits_profile_predictions_loss: 1091.7023 - logcount_predictions_loss: 0.2969 43/2416 [..............................] - ETA: 18:42 - loss: 1107.6060 - logits_profile_predictions_loss: 1091.6744 - logcount_predictions_loss: 0.2967 44/2416 [..............................] - ETA: 18:42 - loss: 1107.5838 - logits_profile_predictions_loss: 1091.6632 - logcount_predictions_loss: 0.2965 45/2416 [..............................] - ETA: 18:41 - loss: 1107.5278 - logits_profile_predictions_loss: 1091.6197 - logcount_predictions_loss: 0.2962 46/2416 [..............................] - ETA: 18:41 - loss: 1107.4744 - logits_profile_predictions_loss: 1091.5790 - logcount_predictions_loss: 0.2960 47/2416 [..............................] - ETA: 18:41 - loss: 1107.3888 - logits_profile_predictions_loss: 1091.5078 - logcount_predictions_loss: 0.2957 48/2416 [..............................] - ETA: 18:40 - loss: 1107.3361 - logits_profile_predictions_loss: 1091.4675 - logcount_predictions_loss: 0.2955 49/2416 [..............................] - ETA: 18:40 - loss: 1107.2897 - logits_profile_predictions_loss: 1091.4347 - logcount_predictions_loss: 0.2953 50/2416 [..............................] - ETA: 18:39 - loss: 1107.2422 - logits_profile_predictions_loss: 1091.3956 - logcount_predictions_loss: 0.2951 51/2416 [..............................] - ETA: 18:39 - loss: 1107.2242 - logits_profile_predictions_loss: 1091.3864 - logcount_predictions_loss: 0.2949 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[====>.........................] - ETA: 15:50 - loss: 1107.9466 - logits_profile_predictions_loss: 1092.4706 - logcount_predictions_loss: 0.2882 420/2416 [====>.........................] - ETA: 15:49 - loss: 1107.9468 - logits_profile_predictions_loss: 1092.4714 - logcount_predictions_loss: 0.2882 421/2416 [====>.........................] - ETA: 15:49 - loss: 1107.9464 - logits_profile_predictions_loss: 1092.4716 - logcount_predictions_loss: 0.2882 422/2416 [====>.........................] - ETA: 15:48 - loss: 1107.9457 - logits_profile_predictions_loss: 1092.4715 - logcount_predictions_loss: 0.2882 423/2416 [====>.........................] - ETA: 15:48 - loss: 1107.9452 - logits_profile_predictions_loss: 1092.4717 - logcount_predictions_loss: 0.2881 424/2416 [====>.........................] - ETA: 15:47 - loss: 1107.9450 - logits_profile_predictions_loss: 1092.4721 - logcount_predictions_loss: 0.2881 425/2416 [====>.........................] - ETA: 15:47 - loss: 1107.9455 - 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1107.9378 - logits_profile_predictions_loss: 1092.4722 - logcount_predictions_loss: 0.2880 439/2416 [====>.........................] - ETA: 15:40 - loss: 1107.9370 - logits_profile_predictions_loss: 1092.4718 - logcount_predictions_loss: 0.2880 440/2416 [====>.........................] - ETA: 15:40 - loss: 1107.9365 - logits_profile_predictions_loss: 1092.4717 - logcount_predictions_loss: 0.2880 441/2416 [====>.........................] - ETA: 15:39 - loss: 1107.9358 - logits_profile_predictions_loss: 1092.4713 - logcount_predictions_loss: 0.2880 442/2416 [====>.........................] - ETA: 15:39 - loss: 1107.9351 - logits_profile_predictions_loss: 1092.4711 - logcount_predictions_loss: 0.2880 443/2416 [====>.........................] - ETA: 15:38 - loss: 1107.9341 - logits_profile_predictions_loss: 1092.4704 - logcount_predictions_loss: 0.2880 444/2416 [====>.........................] - ETA: 15:38 - loss: 1107.9330 - logits_profile_predictions_loss: 1092.4696 - logcount_predictions_loss: 0.2880 445/2416 [====>.........................] - ETA: 15:37 - loss: 1107.9317 - logits_profile_predictions_loss: 1092.4687 - logcount_predictions_loss: 0.2880 446/2416 [====>.........................] - ETA: 15:37 - loss: 1107.9298 - logits_profile_predictions_loss: 1092.4671 - logcount_predictions_loss: 0.2879 447/2416 [====>.........................] - ETA: 15:36 - loss: 1107.9277 - logits_profile_predictions_loss: 1092.4653 - logcount_predictions_loss: 0.2879 448/2416 [====>.........................] - ETA: 15:36 - loss: 1107.9253 - logits_profile_predictions_loss: 1092.4632 - logcount_predictions_loss: 0.2879 449/2416 [====>.........................] - ETA: 15:36 - loss: 1107.9233 - logits_profile_predictions_loss: 1092.4615 - logcount_predictions_loss: 0.2879 450/2416 [====>.........................] - ETA: 15:35 - loss: 1107.9216 - logits_profile_predictions_loss: 1092.4601 - logcount_predictions_loss: 0.2879 451/2416 [====>.........................] 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loss: 1109.3263 - logits_profile_predictions_loss: 1094.3012 - logcount_predictions_loss: 0.2798 2411/2416 [============================>.] - ETA: 2s - loss: 1109.3266 - logits_profile_predictions_loss: 1094.3016 - logcount_predictions_loss: 0.2798 2412/2416 [============================>.] - ETA: 1s - loss: 1109.3269 - logits_profile_predictions_loss: 1094.3020 - logcount_predictions_loss: 0.2798 2413/2416 [============================>.] - ETA: 1s - loss: 1109.3273 - logits_profile_predictions_loss: 1094.3024 - logcount_predictions_loss: 0.2798 2414/2416 [============================>.] - ETA: 0s - loss: 1109.3276 - logits_profile_predictions_loss: 1094.3029 - logcount_predictions_loss: 0.2798 2415/2416 [============================>.] - ETA: 0s - loss: 1109.3280 - logits_profile_predictions_loss: 1094.3033 - logcount_predictions_loss: 0.2798 2416/2416 [==============================] - ETA: 0s - loss: 1109.3283 - logits_profile_predictions_loss: 1094.3038 - logcount_predictions_loss: 0.2798 2416/2416 [==============================] - 1192s 493ms/step - loss: 1109.3287 - logits_profile_predictions_loss: 1094.3042 - logcount_predictions_loss: 0.2798 - val_loss: 1143.3287 - val_logits_profile_predictions_loss: 1128.8993 - val_logcount_predictions_loss: 0.2687 Epoch 00005: val_loss improved from 1144.12903 to 1143.32874, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 6/50 1/2416 [..............................] - ETA: 21:15 - loss: 1064.0337 - logits_profile_predictions_loss: 1051.8269 - logcount_predictions_loss: 0.2273 2/2416 [..............................] - ETA: 18:50 - loss: 1084.3710 - logits_profile_predictions_loss: 1070.8724 - logcount_predictions_loss: 0.2514 3/2416 [..............................] - ETA: 18:50 - loss: 1088.0330 - logits_profile_predictions_loss: 1074.3471 - logcount_predictions_loss: 0.2549 4/2416 [..............................] - ETA: 18:51 - loss: 1088.5588 - logits_profile_predictions_loss: 1074.6257 - logcount_predictions_loss: 0.2595 5/2416 [..............................] - ETA: 18:52 - loss: 1086.0182 - logits_profile_predictions_loss: 1072.3033 - logcount_predictions_loss: 0.2554 6/2416 [..............................] - ETA: 18:51 - loss: 1084.2255 - logits_profile_predictions_loss: 1070.7595 - logcount_predictions_loss: 0.2508 7/2416 [..............................] - ETA: 18:50 - loss: 1084.6633 - logits_profile_predictions_loss: 1071.4402 - logcount_predictions_loss: 0.2462 8/2416 [..............................] - ETA: 18:52 - loss: 1083.4938 - logits_profile_predictions_loss: 1070.4403 - logcount_predictions_loss: 0.2431 9/2416 [..............................] - ETA: 18:52 - loss: 1084.2483 - logits_profile_predictions_loss: 1071.3354 - logcount_predictions_loss: 0.2405 10/2416 [..............................] - ETA: 18:52 - loss: 1085.0565 - 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17/2416 [..............................] - ETA: 18:49 - loss: 1087.4241 - logits_profile_predictions_loss: 1074.7378 - logcount_predictions_loss: 0.2362 18/2416 [..............................] - ETA: 18:49 - loss: 1088.0038 - logits_profile_predictions_loss: 1075.3267 - logcount_predictions_loss: 0.2361 19/2416 [..............................] - ETA: 18:49 - loss: 1088.4646 - logits_profile_predictions_loss: 1075.7791 - logcount_predictions_loss: 0.2362 20/2416 [..............................] - ETA: 18:49 - loss: 1089.2103 - logits_profile_predictions_loss: 1076.5237 - logcount_predictions_loss: 0.2363 21/2416 [..............................] - ETA: 18:49 - loss: 1089.8443 - logits_profile_predictions_loss: 1077.1327 - logcount_predictions_loss: 0.2367 22/2416 [..............................] - ETA: 18:48 - loss: 1090.3587 - logits_profile_predictions_loss: 1077.6150 - logcount_predictions_loss: 0.2373 23/2416 [..............................] - ETA: 18:49 - loss: 1091.0321 - 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logits_profile_predictions_loss: 1087.1384 - logcount_predictions_loss: 0.2440 37/2416 [..............................] - ETA: 18:43 - loss: 1100.8445 - logits_profile_predictions_loss: 1087.6958 - logcount_predictions_loss: 0.2449 38/2416 [..............................] - ETA: 18:43 - loss: 1101.4903 - logits_profile_predictions_loss: 1088.3016 - logcount_predictions_loss: 0.2456 39/2416 [..............................] - ETA: 18:43 - loss: 1102.1561 - logits_profile_predictions_loss: 1088.9303 - logcount_predictions_loss: 0.2463 40/2416 [..............................] - ETA: 18:42 - loss: 1102.8409 - logits_profile_predictions_loss: 1089.5819 - logcount_predictions_loss: 0.2469 41/2416 [..............................] - ETA: 18:42 - loss: 1103.4348 - logits_profile_predictions_loss: 1090.1449 - logcount_predictions_loss: 0.2475 42/2416 [..............................] - ETA: 18:41 - loss: 1104.0341 - logits_profile_predictions_loss: 1090.7144 - logcount_predictions_loss: 0.2480 43/2416 [..............................] - ETA: 18:41 - loss: 1104.6065 - logits_profile_predictions_loss: 1091.2582 - logcount_predictions_loss: 0.2486 44/2416 [..............................] - ETA: 18:41 - loss: 1105.1104 - logits_profile_predictions_loss: 1091.7364 - logcount_predictions_loss: 0.2490 45/2416 [..............................] - ETA: 18:40 - loss: 1105.5616 - logits_profile_predictions_loss: 1092.1646 - logcount_predictions_loss: 0.2495 46/2416 [..............................] - ETA: 18:40 - loss: 1106.0114 - logits_profile_predictions_loss: 1092.5941 - logcount_predictions_loss: 0.2499 47/2416 [..............................] - ETA: 18:39 - loss: 1106.4291 - logits_profile_predictions_loss: 1092.9915 - logcount_predictions_loss: 0.2502 48/2416 [..............................] - ETA: 18:39 - loss: 1106.8073 - logits_profile_predictions_loss: 1093.3492 - logcount_predictions_loss: 0.2506 49/2416 [..............................] - ETA: 18:39 - loss: 1107.1757 - 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logcount_predictions_loss: 0.2659 436/2416 [====>.........................] - ETA: 15:40 - loss: 1109.1093 - logits_profile_predictions_loss: 1094.8286 - logcount_predictions_loss: 0.2659 437/2416 [====>.........................] - ETA: 15:40 - loss: 1109.1070 - logits_profile_predictions_loss: 1094.8258 - logcount_predictions_loss: 0.2659 438/2416 [====>.........................] - ETA: 15:39 - loss: 1109.1044 - logits_profile_predictions_loss: 1094.8228 - logcount_predictions_loss: 0.2659 439/2416 [====>.........................] - ETA: 15:39 - loss: 1109.1019 - logits_profile_predictions_loss: 1094.8199 - logcount_predictions_loss: 0.2660 440/2416 [====>.........................] - ETA: 15:38 - loss: 1109.0995 - logits_profile_predictions_loss: 1094.8170 - logcount_predictions_loss: 0.2660 441/2416 [====>.........................] - ETA: 15:38 - loss: 1109.0968 - logits_profile_predictions_loss: 1094.8140 - logcount_predictions_loss: 0.2660 442/2416 [====>.........................] 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[====>.........................] - ETA: 15:31 - loss: 1109.0655 - logits_profile_predictions_loss: 1094.7775 - logcount_predictions_loss: 0.2661 456/2416 [====>.........................] - ETA: 15:31 - loss: 1109.0630 - logits_profile_predictions_loss: 1094.7747 - logcount_predictions_loss: 0.2661 457/2416 [====>.........................] - ETA: 15:30 - loss: 1109.0611 - logits_profile_predictions_loss: 1094.7725 - logcount_predictions_loss: 0.2661 458/2416 [====>.........................] - ETA: 15:30 - loss: 1109.0588 - logits_profile_predictions_loss: 1094.7698 - logcount_predictions_loss: 0.2661 459/2416 [====>.........................] - ETA: 15:29 - loss: 1109.0561 - logits_profile_predictions_loss: 1094.7667 - logcount_predictions_loss: 0.2661 460/2416 [====>.........................] - ETA: 15:29 - loss: 1109.0538 - logits_profile_predictions_loss: 1094.7641 - logcount_predictions_loss: 0.2661 461/2416 [====>.........................] - ETA: 15:28 - loss: 1109.0518 - 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- loss: 1107.1917 - logits_profile_predictions_loss: 1092.9479 - logcount_predictions_loss: 0.2652 2402/2416 [============================>.] - ETA: 6s - loss: 1107.1914 - logits_profile_predictions_loss: 1092.9476 - logcount_predictions_loss: 0.2652 2403/2416 [============================>.] - ETA: 6s - loss: 1107.1912 - logits_profile_predictions_loss: 1092.9474 - logcount_predictions_loss: 0.2652 2404/2416 [============================>.] - ETA: 5s - loss: 1107.1909 - logits_profile_predictions_loss: 1092.9472 - logcount_predictions_loss: 0.2652 2405/2416 [============================>.] - ETA: 5s - loss: 1107.1906 - logits_profile_predictions_loss: 1092.9469 - logcount_predictions_loss: 0.2652 2406/2416 [============================>.] - ETA: 4s - loss: 1107.1903 - logits_profile_predictions_loss: 1092.9467 - logcount_predictions_loss: 0.2652 2407/2416 [============================>.] - ETA: 4s - loss: 1107.1900 - logits_profile_predictions_loss: 1092.9465 - logcount_predictions_loss: 0.2652 2408/2416 [============================>.] - ETA: 3s - loss: 1107.1897 - logits_profile_predictions_loss: 1092.9463 - logcount_predictions_loss: 0.2652 2409/2416 [============================>.] - ETA: 3s - loss: 1107.1895 - logits_profile_predictions_loss: 1092.9460 - logcount_predictions_loss: 0.2652 2410/2416 [============================>.] - ETA: 2s - loss: 1107.1892 - logits_profile_predictions_loss: 1092.9458 - logcount_predictions_loss: 0.2652 2411/2416 [============================>.] - ETA: 2s - loss: 1107.1889 - logits_profile_predictions_loss: 1092.9456 - logcount_predictions_loss: 0.2652 2412/2416 [============================>.] - ETA: 1s - loss: 1107.1887 - logits_profile_predictions_loss: 1092.9454 - logcount_predictions_loss: 0.2652 2413/2416 [============================>.] - ETA: 1s - loss: 1107.1884 - logits_profile_predictions_loss: 1092.9452 - logcount_predictions_loss: 0.2652 2414/2416 [============================>.] - ETA: 0s - loss: 1107.1881 - logits_profile_predictions_loss: 1092.9449 - logcount_predictions_loss: 0.2652 2415/2416 [============================>.] - ETA: 0s - loss: 1107.1878 - logits_profile_predictions_loss: 1092.9447 - logcount_predictions_loss: 0.2652 2416/2416 [==============================] - ETA: 0s - loss: 1107.1875 - logits_profile_predictions_loss: 1092.9444 - logcount_predictions_loss: 0.2652 2416/2416 [==============================] - 1191s 493ms/step - loss: 1107.1872 - logits_profile_predictions_loss: 1092.9442 - logcount_predictions_loss: 0.2652 - val_loss: 1142.3883 - val_logits_profile_predictions_loss: 1126.5563 - val_logcount_predictions_loss: 0.2948 Epoch 00006: val_loss improved from 1143.32874 to 1142.38831, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 7/50 1/2416 [..............................] - ETA: 20:53 - loss: 1250.7493 - logits_profile_predictions_loss: 1236.4384 - logcount_predictions_loss: 0.2665 2/2416 [..............................] - ETA: 18:50 - loss: 1216.5758 - logits_profile_predictions_loss: 1200.2563 - logcount_predictions_loss: 0.3039 3/2416 [..............................] - ETA: 18:51 - loss: 1190.3559 - logits_profile_predictions_loss: 1173.7962 - logcount_predictions_loss: 0.3084 4/2416 [..............................] - ETA: 18:53 - loss: 1172.4623 - logits_profile_predictions_loss: 1156.0514 - logcount_predictions_loss: 0.3056 5/2416 [..............................] - ETA: 18:54 - loss: 1156.5679 - logits_profile_predictions_loss: 1140.1205 - logcount_predictions_loss: 0.3063 6/2416 [..............................] - ETA: 18:55 - loss: 1147.8367 - logits_profile_predictions_loss: 1131.3535 - logcount_predictions_loss: 0.3069 7/2416 [..............................] - ETA: 18:54 - loss: 1140.4696 - logits_profile_predictions_loss: 1124.0445 - logcount_predictions_loss: 0.3059 8/2416 [..............................] - ETA: 18:54 - loss: 1134.1321 - logits_profile_predictions_loss: 1117.7688 - logcount_predictions_loss: 0.3047 9/2416 [..............................] - ETA: 18:53 - loss: 1129.5855 - logits_profile_predictions_loss: 1113.2518 - logcount_predictions_loss: 0.3042 10/2416 [..............................] - ETA: 18:53 - loss: 1126.8285 - logits_profile_predictions_loss: 1110.5712 - logcount_predictions_loss: 0.3027 11/2416 [..............................] - ETA: 18:54 - loss: 1125.0375 - logits_profile_predictions_loss: 1108.8755 - logcount_predictions_loss: 0.3010 12/2416 [..............................] - ETA: 18:53 - loss: 1123.6049 - logits_profile_predictions_loss: 1107.5337 - logcount_predictions_loss: 0.2993 13/2416 [..............................] - ETA: 18:53 - loss: 1122.1739 - logits_profile_predictions_loss: 1106.1933 - logcount_predictions_loss: 0.2976 14/2416 [..............................] - ETA: 18:52 - loss: 1120.3397 - logits_profile_predictions_loss: 1104.4534 - logcount_predictions_loss: 0.2958 15/2416 [..............................] - ETA: 18:52 - loss: 1118.4462 - logits_profile_predictions_loss: 1102.6395 - logcount_predictions_loss: 0.2943 16/2416 [..............................] - ETA: 18:52 - loss: 1117.1559 - logits_profile_predictions_loss: 1101.4438 - logcount_predictions_loss: 0.2926 17/2416 [..............................] - ETA: 18:51 - loss: 1115.8115 - logits_profile_predictions_loss: 1100.1863 - logcount_predictions_loss: 0.2910 18/2416 [..............................] - ETA: 18:50 - loss: 1114.7881 - logits_profile_predictions_loss: 1099.2521 - logcount_predictions_loss: 0.2893 19/2416 [..............................] - ETA: 18:50 - loss: 1113.8724 - logits_profile_predictions_loss: 1098.4260 - logcount_predictions_loss: 0.2876 20/2416 [..............................] - ETA: 18:50 - loss: 1112.8027 - logits_profile_predictions_loss: 1097.4402 - logcount_predictions_loss: 0.2861 21/2416 [..............................] - ETA: 18:50 - loss: 1111.7189 - logits_profile_predictions_loss: 1096.4362 - logcount_predictions_loss: 0.2846 22/2416 [..............................] - ETA: 18:49 - loss: 1111.0627 - logits_profile_predictions_loss: 1095.8537 - logcount_predictions_loss: 0.2832 23/2416 [..............................] - ETA: 18:49 - loss: 1110.4869 - logits_profile_predictions_loss: 1095.3423 - logcount_predictions_loss: 0.2820 24/2416 [..............................] - ETA: 18:48 - loss: 1110.0569 - logits_profile_predictions_loss: 1094.9692 - logcount_predictions_loss: 0.2810 25/2416 [..............................] - ETA: 18:48 - loss: 1109.8374 - logits_profile_predictions_loss: 1094.8095 - logcount_predictions_loss: 0.2798 26/2416 [..............................] - ETA: 18:48 - loss: 1109.7176 - logits_profile_predictions_loss: 1094.7518 - logcount_predictions_loss: 0.2787 27/2416 [..............................] - ETA: 18:47 - loss: 1109.4992 - logits_profile_predictions_loss: 1094.5925 - logcount_predictions_loss: 0.2776 28/2416 [..............................] - ETA: 18:47 - loss: 1109.2332 - logits_profile_predictions_loss: 1094.3811 - logcount_predictions_loss: 0.2766 29/2416 [..............................] - ETA: 18:47 - loss: 1108.9358 - logits_profile_predictions_loss: 1094.1385 - logcount_predictions_loss: 0.2756 30/2416 [..............................] - ETA: 18:46 - loss: 1108.6151 - logits_profile_predictions_loss: 1093.8720 - logcount_predictions_loss: 0.2745 31/2416 [..............................] - ETA: 18:45 - loss: 1108.3268 - logits_profile_predictions_loss: 1093.6374 - logcount_predictions_loss: 0.2735 32/2416 [..............................] - ETA: 18:45 - loss: 1108.0453 - logits_profile_predictions_loss: 1093.4053 - logcount_predictions_loss: 0.2726 33/2416 [..............................] - ETA: 18:45 - loss: 1107.7132 - logits_profile_predictions_loss: 1093.1217 - logcount_predictions_loss: 0.2717 34/2416 [..............................] - ETA: 18:45 - loss: 1107.3978 - logits_profile_predictions_loss: 1092.8514 - logcount_predictions_loss: 0.2709 35/2416 [..............................] - ETA: 18:44 - loss: 1107.0634 - logits_profile_predictions_loss: 1092.5570 - logcount_predictions_loss: 0.2701 36/2416 [..............................] - ETA: 18:44 - loss: 1106.7374 - logits_profile_predictions_loss: 1092.2667 - logcount_predictions_loss: 0.2695 37/2416 [..............................] - ETA: 18:44 - loss: 1106.4349 - logits_profile_predictions_loss: 1091.9941 - logcount_predictions_loss: 0.2689 38/2416 [..............................] - ETA: 18:44 - loss: 1106.1413 - logits_profile_predictions_loss: 1091.7293 - logcount_predictions_loss: 0.2684 39/2416 [..............................] - ETA: 18:43 - loss: 1105.8720 - logits_profile_predictions_loss: 1091.4849 - logcount_predictions_loss: 0.2679 40/2416 [..............................] - ETA: 18:43 - loss: 1105.5995 - logits_profile_predictions_loss: 1091.2372 - logcount_predictions_loss: 0.2674 41/2416 [..............................] - ETA: 18:42 - loss: 1105.3978 - logits_profile_predictions_loss: 1091.0580 - logcount_predictions_loss: 0.2670 42/2416 [..............................] - ETA: 18:42 - loss: 1105.1725 - logits_profile_predictions_loss: 1090.8557 - logcount_predictions_loss: 0.2666 43/2416 [..............................] - ETA: 18:42 - loss: 1104.9583 - logits_profile_predictions_loss: 1090.6639 - logcount_predictions_loss: 0.2662 44/2416 [..............................] - ETA: 18:41 - loss: 1104.7294 - logits_profile_predictions_loss: 1090.4582 - logcount_predictions_loss: 0.2658 45/2416 [..............................] - ETA: 18:41 - loss: 1104.5168 - logits_profile_predictions_loss: 1090.2679 - logcount_predictions_loss: 0.2653 46/2416 [..............................] - ETA: 18:41 - loss: 1104.3441 - logits_profile_predictions_loss: 1090.1166 - logcount_predictions_loss: 0.2649 47/2416 [..............................] - ETA: 18:40 - loss: 1104.1846 - logits_profile_predictions_loss: 1089.9768 - logcount_predictions_loss: 0.2646 48/2416 [..............................] - ETA: 18:40 - loss: 1104.0388 - logits_profile_predictions_loss: 1089.8524 - logcount_predictions_loss: 0.2642 49/2416 [..............................] - ETA: 18:39 - loss: 1103.8889 - logits_profile_predictions_loss: 1089.7228 - logcount_predictions_loss: 0.2638 50/2416 [..............................] - ETA: 18:39 - loss: 1103.7147 - logits_profile_predictions_loss: 1089.5687 - logcount_predictions_loss: 0.2634 51/2416 [..............................] - ETA: 18:39 - loss: 1103.5517 - logits_profile_predictions_loss: 1089.4239 - logcount_predictions_loss: 0.2631 52/2416 [..............................] - ETA: 18:38 - loss: 1103.4049 - logits_profile_predictions_loss: 1089.2935 - logcount_predictions_loss: 0.2628 53/2416 [..............................] - ETA: 18:38 - loss: 1103.2907 - logits_profile_predictions_loss: 1089.1953 - logcount_predictions_loss: 0.2625 54/2416 [..............................] - ETA: 18:37 - loss: 1103.1980 - logits_profile_predictions_loss: 1089.1182 - logcount_predictions_loss: 0.2622 55/2416 [..............................] - ETA: 18:37 - loss: 1103.1230 - logits_profile_predictions_loss: 1089.0574 - logcount_predictions_loss: 0.2619 56/2416 [..............................] - ETA: 18:36 - loss: 1103.0708 - logits_profile_predictions_loss: 1089.0184 - logcount_predictions_loss: 0.2617 57/2416 [..............................] - ETA: 18:36 - loss: 1103.0214 - logits_profile_predictions_loss: 1088.9821 - logcount_predictions_loss: 0.2614 58/2416 [..............................] - ETA: 18:36 - loss: 1102.9695 - logits_profile_predictions_loss: 1088.9438 - logcount_predictions_loss: 0.2612 59/2416 [..............................] - ETA: 18:35 - loss: 1102.8901 - logits_profile_predictions_loss: 1088.8787 - logcount_predictions_loss: 0.2609 60/2416 [..............................] - ETA: 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logcount_predictions_loss: 0.2540 2393/2416 [============================>.] - ETA: 10s - loss: 1101.3396 - logits_profile_predictions_loss: 1087.7004 - logcount_predictions_loss: 0.2540 2394/2416 [============================>.] - ETA: 10s - loss: 1101.3400 - logits_profile_predictions_loss: 1087.7007 - logcount_predictions_loss: 0.2540 2395/2416 [============================>.] - ETA: 9s - loss: 1101.3403 - logits_profile_predictions_loss: 1087.7011 - logcount_predictions_loss: 0.2540  2396/2416 [============================>.] - ETA: 9s - loss: 1101.3406 - logits_profile_predictions_loss: 1087.7014 - logcount_predictions_loss: 0.2540 2397/2416 [============================>.] - ETA: 9s - loss: 1101.3410 - logits_profile_predictions_loss: 1087.7017 - logcount_predictions_loss: 0.2540 2398/2416 [============================>.] - ETA: 8s - loss: 1101.3413 - logits_profile_predictions_loss: 1087.7021 - logcount_predictions_loss: 0.2540 2399/2416 [============================>.] - ETA: 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logcount_predictions_loss: 0.2540 2406/2416 [============================>.] - ETA: 4s - loss: 1101.3440 - logits_profile_predictions_loss: 1087.7049 - logcount_predictions_loss: 0.2540 2407/2416 [============================>.] - ETA: 4s - loss: 1101.3443 - logits_profile_predictions_loss: 1087.7052 - logcount_predictions_loss: 0.2540 2408/2416 [============================>.] - ETA: 3s - loss: 1101.3447 - logits_profile_predictions_loss: 1087.7056 - logcount_predictions_loss: 0.2540 2409/2416 [============================>.] - ETA: 3s - loss: 1101.3451 - logits_profile_predictions_loss: 1087.7060 - logcount_predictions_loss: 0.2540 2410/2416 [============================>.] - ETA: 2s - loss: 1101.3454 - logits_profile_predictions_loss: 1087.7063 - logcount_predictions_loss: 0.2540 2411/2416 [============================>.] - ETA: 2s - loss: 1101.3458 - logits_profile_predictions_loss: 1087.7067 - logcount_predictions_loss: 0.2540 2412/2416 [============================>.] - ETA: 1s - loss: 1101.3461 - logits_profile_predictions_loss: 1087.7071 - logcount_predictions_loss: 0.2540 2413/2416 [============================>.] - ETA: 1s - loss: 1101.3465 - logits_profile_predictions_loss: 1087.7074 - logcount_predictions_loss: 0.2540 2414/2416 [============================>.] - ETA: 0s - loss: 1101.3468 - logits_profile_predictions_loss: 1087.7078 - logcount_predictions_loss: 0.2540 2415/2416 [============================>.] - ETA: 0s - loss: 1101.3472 - logits_profile_predictions_loss: 1087.7081 - logcount_predictions_loss: 0.2540 2416/2416 [==============================] - ETA: 0s - loss: 1101.3475 - logits_profile_predictions_loss: 1087.7085 - logcount_predictions_loss: 0.2540 2416/2416 [==============================] - 1191s 493ms/step - loss: 1101.3478 - logits_profile_predictions_loss: 1087.7088 - logcount_predictions_loss: 0.2540 - val_loss: 1136.5310 - val_logits_profile_predictions_loss: 1123.4683 - val_logcount_predictions_loss: 0.2433 Epoch 00007: val_loss improved from 1142.38831 to 1136.53101, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 8/50 1/2416 [..............................] - ETA: 20:44 - loss: 1251.1245 - logits_profile_predictions_loss: 1240.2041 - logcount_predictions_loss: 0.2034 2/2416 [..............................] - ETA: 19:11 - loss: 1201.7799 - logits_profile_predictions_loss: 1190.1335 - logcount_predictions_loss: 0.2169 3/2416 [..............................] - ETA: 18:58 - loss: 1177.4984 - logits_profile_predictions_loss: 1165.8873 - logcount_predictions_loss: 0.2162 4/2416 [..............................] - ETA: 18:58 - loss: 1167.9314 - logits_profile_predictions_loss: 1156.4237 - logcount_predictions_loss: 0.2143 5/2416 [..............................] - ETA: 18:55 - loss: 1157.8978 - logits_profile_predictions_loss: 1146.4940 - logcount_predictions_loss: 0.2124 6/2416 [..............................] - ETA: 18:56 - loss: 1151.2205 - logits_profile_predictions_loss: 1139.8069 - logcount_predictions_loss: 0.2125 7/2416 [..............................] - ETA: 18:55 - loss: 1145.8263 - logits_profile_predictions_loss: 1134.3851 - logcount_predictions_loss: 0.2131 8/2416 [..............................] - ETA: 18:55 - loss: 1141.6733 - logits_profile_predictions_loss: 1130.1378 - logcount_predictions_loss: 0.2148 9/2416 [..............................] - ETA: 18:54 - loss: 1137.7176 - logits_profile_predictions_loss: 1126.0142 - logcount_predictions_loss: 0.2179 10/2416 [..............................] - ETA: 18:54 - loss: 1133.5794 - logits_profile_predictions_loss: 1121.7339 - logcount_predictions_loss: 0.2206 11/2416 [..............................] - ETA: 18:54 - loss: 1129.7541 - logits_profile_predictions_loss: 1117.7814 - logcount_predictions_loss: 0.2230 12/2416 [..............................] - ETA: 18:54 - loss: 1126.6266 - logits_profile_predictions_loss: 1114.5566 - logcount_predictions_loss: 0.2248 13/2416 [..............................] - ETA: 18:54 - loss: 1123.9750 - logits_profile_predictions_loss: 1111.8115 - logcount_predictions_loss: 0.2265 14/2416 [..............................] - ETA: 18:53 - loss: 1121.8221 - logits_profile_predictions_loss: 1109.5318 - logcount_predictions_loss: 0.2289 15/2416 [..............................] - ETA: 18:53 - loss: 1119.7655 - logits_profile_predictions_loss: 1107.3875 - logcount_predictions_loss: 0.2305 16/2416 [..............................] - ETA: 18:53 - loss: 1117.9626 - logits_profile_predictions_loss: 1105.5174 - logcount_predictions_loss: 0.2318 17/2416 [..............................] - ETA: 18:53 - loss: 1116.0463 - logits_profile_predictions_loss: 1103.5365 - logcount_predictions_loss: 0.2330 18/2416 [..............................] - ETA: 18:52 - loss: 1114.7543 - logits_profile_predictions_loss: 1102.1879 - logcount_predictions_loss: 0.2340 19/2416 [..............................] - ETA: 18:52 - loss: 1113.7423 - logits_profile_predictions_loss: 1101.1388 - logcount_predictions_loss: 0.2347 20/2416 [..............................] - ETA: 18:51 - loss: 1113.0392 - logits_profile_predictions_loss: 1100.4118 - logcount_predictions_loss: 0.2351 21/2416 [..............................] - ETA: 18:51 - loss: 1112.2935 - logits_profile_predictions_loss: 1099.6395 - logcount_predictions_loss: 0.2356 22/2416 [..............................] - ETA: 18:52 - loss: 1111.7538 - logits_profile_predictions_loss: 1099.0744 - logcount_predictions_loss: 0.2361 23/2416 [..............................] - ETA: 18:51 - loss: 1111.1930 - logits_profile_predictions_loss: 1098.4955 - logcount_predictions_loss: 0.2365 24/2416 [..............................] - ETA: 18:50 - loss: 1110.7605 - logits_profile_predictions_loss: 1098.0306 - logcount_predictions_loss: 0.2371 25/2416 [..............................] - ETA: 18:50 - loss: 1110.2490 - logits_profile_predictions_loss: 1097.4971 - logcount_predictions_loss: 0.2375 26/2416 [..............................] - ETA: 18:50 - loss: 1109.7989 - logits_profile_predictions_loss: 1097.0290 - logcount_predictions_loss: 0.2378 27/2416 [..............................] - ETA: 18:49 - loss: 1109.3645 - logits_profile_predictions_loss: 1096.5778 - logcount_predictions_loss: 0.2381 28/2416 [..............................] - ETA: 18:49 - loss: 1109.0375 - logits_profile_predictions_loss: 1096.2393 - logcount_predictions_loss: 0.2383 29/2416 [..............................] - ETA: 18:48 - loss: 1108.6233 - logits_profile_predictions_loss: 1095.8174 - logcount_predictions_loss: 0.2385 30/2416 [..............................] - ETA: 18:47 - loss: 1108.1689 - logits_profile_predictions_loss: 1095.3534 - logcount_predictions_loss: 0.2387 31/2416 [..............................] - ETA: 18:47 - loss: 1107.7475 - logits_profile_predictions_loss: 1094.9257 - logcount_predictions_loss: 0.2388 32/2416 [..............................] - ETA: 18:47 - loss: 1107.3700 - logits_profile_predictions_loss: 1094.5407 - logcount_predictions_loss: 0.2389 33/2416 [..............................] - ETA: 18:46 - loss: 1106.9830 - logits_profile_predictions_loss: 1094.1481 - logcount_predictions_loss: 0.2390 34/2416 [..............................] - ETA: 18:46 - loss: 1106.4706 - logits_profile_predictions_loss: 1093.6293 - logcount_predictions_loss: 0.2391 35/2416 [..............................] - ETA: 18:45 - loss: 1106.0056 - logits_profile_predictions_loss: 1093.1571 - logcount_predictions_loss: 0.2393 36/2416 [..............................] - ETA: 18:45 - loss: 1105.5905 - logits_profile_predictions_loss: 1092.7329 - logcount_predictions_loss: 0.2394 37/2416 [..............................] - ETA: 18:45 - loss: 1105.1719 - logits_profile_predictions_loss: 1092.3059 - logcount_predictions_loss: 0.2396 38/2416 [..............................] - ETA: 18:44 - loss: 1104.8174 - logits_profile_predictions_loss: 1091.9451 - logcount_predictions_loss: 0.2397 39/2416 [..............................] - ETA: 18:44 - loss: 1104.3869 - logits_profile_predictions_loss: 1091.5044 - logcount_predictions_loss: 0.2399 40/2416 [..............................] - ETA: 18:43 - loss: 1103.9808 - logits_profile_predictions_loss: 1091.0850 - logcount_predictions_loss: 0.2401 41/2416 [..............................] - ETA: 18:43 - loss: 1103.5410 - logits_profile_predictions_loss: 1090.6356 - logcount_predictions_loss: 0.2403 42/2416 [..............................] - ETA: 18:43 - loss: 1103.1132 - logits_profile_predictions_loss: 1090.1994 - logcount_predictions_loss: 0.2405 43/2416 [..............................] - ETA: 18:42 - loss: 1102.7142 - logits_profile_predictions_loss: 1089.7926 - logcount_predictions_loss: 0.2406 44/2416 [..............................] - ETA: 18:42 - loss: 1102.3113 - logits_profile_predictions_loss: 1089.3808 - logcount_predictions_loss: 0.2408 45/2416 [..............................] - ETA: 18:41 - loss: 1101.9245 - logits_profile_predictions_loss: 1088.9854 - logcount_predictions_loss: 0.2410 46/2416 [..............................] - ETA: 18:41 - loss: 1101.5986 - logits_profile_predictions_loss: 1088.6503 - logcount_predictions_loss: 0.2411 47/2416 [..............................] - ETA: 18:40 - loss: 1101.3050 - logits_profile_predictions_loss: 1088.3484 - logcount_predictions_loss: 0.2413 48/2416 [..............................] - ETA: 18:39 - loss: 1100.9974 - logits_profile_predictions_loss: 1088.0331 - logcount_predictions_loss: 0.2414 49/2416 [..............................] - ETA: 18:39 - loss: 1100.6978 - logits_profile_predictions_loss: 1087.7276 - logcount_predictions_loss: 0.2415 50/2416 [..............................] - ETA: 18:39 - loss: 1100.4418 - logits_profile_predictions_loss: 1087.4654 - logcount_predictions_loss: 0.2416 51/2416 [..............................] - ETA: 18:38 - loss: 1100.1935 - logits_profile_predictions_loss: 1087.2081 - 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1091.7563 - logits_profile_predictions_loss: 1078.7092 - logcount_predictions_loss: 0.2430 458/2416 [====>.........................] - ETA: 15:31 - loss: 1091.7659 - logits_profile_predictions_loss: 1078.7190 - logcount_predictions_loss: 0.2430 459/2416 [====>.........................] - ETA: 15:30 - loss: 1091.7757 - logits_profile_predictions_loss: 1078.7289 - logcount_predictions_loss: 0.2430 460/2416 [====>.........................] - ETA: 15:30 - loss: 1091.7847 - logits_profile_predictions_loss: 1078.7381 - logcount_predictions_loss: 0.2430 461/2416 [====>.........................] - ETA: 15:29 - loss: 1091.7933 - logits_profile_predictions_loss: 1078.7468 - logcount_predictions_loss: 0.2430 462/2416 [====>.........................] - ETA: 15:29 - loss: 1091.8014 - logits_profile_predictions_loss: 1078.7551 - logcount_predictions_loss: 0.2430 463/2416 [====>.........................] - ETA: 15:28 - loss: 1091.8096 - logits_profile_predictions_loss: 1078.7635 - logcount_predictions_loss: 0.2430 464/2416 [====>.........................] - ETA: 15:28 - loss: 1091.8178 - logits_profile_predictions_loss: 1078.7719 - logcount_predictions_loss: 0.2430 465/2416 [====>.........................] - ETA: 15:27 - loss: 1091.8256 - logits_profile_predictions_loss: 1078.7797 - logcount_predictions_loss: 0.2430 466/2416 [====>.........................] - ETA: 15:27 - loss: 1091.8334 - logits_profile_predictions_loss: 1078.7877 - logcount_predictions_loss: 0.2429 467/2416 [====>.........................] - ETA: 15:26 - loss: 1091.8413 - logits_profile_predictions_loss: 1078.7957 - logcount_predictions_loss: 0.2429 468/2416 [====>.........................] - ETA: 15:26 - loss: 1091.8492 - logits_profile_predictions_loss: 1078.8037 - logcount_predictions_loss: 0.2429 469/2416 [====>.........................] - ETA: 15:25 - loss: 1091.8576 - logits_profile_predictions_loss: 1078.8123 - logcount_predictions_loss: 0.2429 470/2416 [====>.........................] 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[====>.........................] - ETA: 15:17 - loss: 1091.9759 - logits_profile_predictions_loss: 1078.9327 - logcount_predictions_loss: 0.2429 484/2416 [=====>........................] - ETA: 15:17 - loss: 1091.9848 - logits_profile_predictions_loss: 1078.9417 - logcount_predictions_loss: 0.2429 485/2416 [=====>........................] - ETA: 15:16 - loss: 1091.9939 - logits_profile_predictions_loss: 1078.9510 - logcount_predictions_loss: 0.2429 486/2416 [=====>........................] - ETA: 15:16 - loss: 1092.0032 - logits_profile_predictions_loss: 1078.9604 - logcount_predictions_loss: 0.2429 487/2416 [=====>........................] - ETA: 15:15 - loss: 1092.0125 - logits_profile_predictions_loss: 1078.9699 - logcount_predictions_loss: 0.2429 488/2416 [=====>........................] - ETA: 15:15 - loss: 1092.0222 - logits_profile_predictions_loss: 1078.9796 - logcount_predictions_loss: 0.2429 489/2416 [=====>........................] - ETA: 15:14 - loss: 1092.0317 - 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ETA: 21s - loss: 1097.6001 - logits_profile_predictions_loss: 1084.6508 - logcount_predictions_loss: 0.2412 2372/2416 [============================>.] - ETA: 20s - loss: 1097.6010 - logits_profile_predictions_loss: 1084.6518 - logcount_predictions_loss: 0.2412 2373/2416 [============================>.] - ETA: 20s - loss: 1097.6020 - logits_profile_predictions_loss: 1084.6527 - logcount_predictions_loss: 0.2412 2374/2416 [============================>.] - ETA: 19s - loss: 1097.6030 - logits_profile_predictions_loss: 1084.6537 - logcount_predictions_loss: 0.2412 2375/2416 [============================>.] - ETA: 19s - loss: 1097.6040 - logits_profile_predictions_loss: 1084.6547 - logcount_predictions_loss: 0.2412 2376/2416 [============================>.] - ETA: 19s - loss: 1097.6050 - logits_profile_predictions_loss: 1084.6557 - logcount_predictions_loss: 0.2412 2377/2416 [============================>.] - ETA: 18s - loss: 1097.6060 - logits_profile_predictions_loss: 1084.6567 - logcount_predictions_loss: 0.2412 2378/2416 [============================>.] - ETA: 18s - loss: 1097.6070 - logits_profile_predictions_loss: 1084.6577 - logcount_predictions_loss: 0.2412 2379/2416 [============================>.] - ETA: 17s - loss: 1097.6080 - logits_profile_predictions_loss: 1084.6587 - logcount_predictions_loss: 0.2412 2380/2416 [============================>.] - ETA: 17s - loss: 1097.6090 - logits_profile_predictions_loss: 1084.6597 - logcount_predictions_loss: 0.2412 2381/2416 [============================>.] - ETA: 16s - loss: 1097.6100 - logits_profile_predictions_loss: 1084.6607 - logcount_predictions_loss: 0.2412 2382/2416 [============================>.] - ETA: 16s - loss: 1097.6111 - logits_profile_predictions_loss: 1084.6617 - logcount_predictions_loss: 0.2412 2383/2416 [============================>.] - ETA: 15s - loss: 1097.6121 - logits_profile_predictions_loss: 1084.6627 - logcount_predictions_loss: 0.2412 2384/2416 [============================>.] - ETA: 15s - loss: 1097.6131 - logits_profile_predictions_loss: 1084.6638 - logcount_predictions_loss: 0.2412 2385/2416 [============================>.] - ETA: 14s - loss: 1097.6141 - logits_profile_predictions_loss: 1084.6648 - logcount_predictions_loss: 0.2412 2386/2416 [============================>.] - ETA: 14s - loss: 1097.6151 - logits_profile_predictions_loss: 1084.6658 - logcount_predictions_loss: 0.2412 2387/2416 [============================>.] - ETA: 13s - loss: 1097.6162 - logits_profile_predictions_loss: 1084.6668 - logcount_predictions_loss: 0.2412 2388/2416 [============================>.] - ETA: 13s - loss: 1097.6172 - logits_profile_predictions_loss: 1084.6679 - logcount_predictions_loss: 0.2412 2389/2416 [============================>.] - ETA: 12s - loss: 1097.6183 - logits_profile_predictions_loss: 1084.6689 - logcount_predictions_loss: 0.2412 2390/2416 [============================>.] - ETA: 12s - loss: 1097.6193 - logits_profile_predictions_loss: 1084.6700 - logcount_predictions_loss: 0.2412 2391/2416 [============================>.] - ETA: 11s - loss: 1097.6204 - logits_profile_predictions_loss: 1084.6710 - logcount_predictions_loss: 0.2412 2392/2416 [============================>.] - ETA: 11s - loss: 1097.6214 - logits_profile_predictions_loss: 1084.6721 - logcount_predictions_loss: 0.2412 2393/2416 [============================>.] - ETA: 10s - loss: 1097.6225 - logits_profile_predictions_loss: 1084.6731 - logcount_predictions_loss: 0.2412 2394/2416 [============================>.] - ETA: 10s - loss: 1097.6235 - logits_profile_predictions_loss: 1084.6742 - logcount_predictions_loss: 0.2412 2395/2416 [============================>.] - ETA: 9s - loss: 1097.6246 - logits_profile_predictions_loss: 1084.6753 - logcount_predictions_loss: 0.2412  2396/2416 [============================>.] - ETA: 9s - loss: 1097.6257 - logits_profile_predictions_loss: 1084.6763 - logcount_predictions_loss: 0.2412 2397/2416 [============================>.] - ETA: 9s - loss: 1097.6267 - logits_profile_predictions_loss: 1084.6774 - logcount_predictions_loss: 0.2412 2398/2416 [============================>.] - ETA: 8s - loss: 1097.6278 - logits_profile_predictions_loss: 1084.6784 - logcount_predictions_loss: 0.2412 2399/2416 [============================>.] - ETA: 8s - loss: 1097.6288 - logits_profile_predictions_loss: 1084.6795 - logcount_predictions_loss: 0.2412 2400/2416 [============================>.] - ETA: 7s - loss: 1097.6299 - logits_profile_predictions_loss: 1084.6805 - logcount_predictions_loss: 0.2412 2401/2416 [============================>.] - ETA: 7s - loss: 1097.6309 - logits_profile_predictions_loss: 1084.6815 - logcount_predictions_loss: 0.2412 2402/2416 [============================>.] - ETA: 6s - loss: 1097.6319 - logits_profile_predictions_loss: 1084.6826 - logcount_predictions_loss: 0.2412 2403/2416 [============================>.] - ETA: 6s - loss: 1097.6330 - logits_profile_predictions_loss: 1084.6836 - logcount_predictions_loss: 0.2412 2404/2416 [============================>.] - ETA: 5s - loss: 1097.6340 - logits_profile_predictions_loss: 1084.6846 - logcount_predictions_loss: 0.2412 2405/2416 [============================>.] - ETA: 5s - loss: 1097.6350 - logits_profile_predictions_loss: 1084.6856 - logcount_predictions_loss: 0.2412 2406/2416 [============================>.] - ETA: 4s - loss: 1097.6360 - logits_profile_predictions_loss: 1084.6866 - logcount_predictions_loss: 0.2412 2407/2416 [============================>.] - ETA: 4s - loss: 1097.6370 - logits_profile_predictions_loss: 1084.6877 - logcount_predictions_loss: 0.2412 2408/2416 [============================>.] - ETA: 3s - loss: 1097.6381 - logits_profile_predictions_loss: 1084.6887 - logcount_predictions_loss: 0.2412 2409/2416 [============================>.] - ETA: 3s - loss: 1097.6391 - logits_profile_predictions_loss: 1084.6897 - logcount_predictions_loss: 0.2412 2410/2416 [============================>.] - ETA: 2s - loss: 1097.6401 - logits_profile_predictions_loss: 1084.6907 - logcount_predictions_loss: 0.2412 2411/2416 [============================>.] - ETA: 2s - loss: 1097.6411 - logits_profile_predictions_loss: 1084.6917 - logcount_predictions_loss: 0.2412 2412/2416 [============================>.] - ETA: 1s - loss: 1097.6422 - logits_profile_predictions_loss: 1084.6928 - logcount_predictions_loss: 0.2412 2413/2416 [============================>.] - ETA: 1s - loss: 1097.6432 - logits_profile_predictions_loss: 1084.6938 - logcount_predictions_loss: 0.2412 2414/2416 [============================>.] - ETA: 0s - loss: 1097.6442 - logits_profile_predictions_loss: 1084.6948 - logcount_predictions_loss: 0.2412 2415/2416 [============================>.] - ETA: 0s - loss: 1097.6452 - logits_profile_predictions_loss: 1084.6958 - logcount_predictions_loss: 0.2412 2416/2416 [==============================] - ETA: 0s - loss: 1097.6462 - logits_profile_predictions_loss: 1084.6968 - logcount_predictions_loss: 0.2412 2416/2416 [==============================] - 1191s 493ms/step - loss: 1097.6472 - logits_profile_predictions_loss: 1084.6978 - logcount_predictions_loss: 0.2412 - val_loss: 1138.9391 - val_logits_profile_predictions_loss: 1125.2725 - val_logcount_predictions_loss: 0.2545 Epoch 00008: val_loss did not improve from 1136.53101 Epoch 9/50 1/2416 [..............................] - ETA: 20:37 - loss: 967.6891 - logits_profile_predictions_loss: 953.7836 - logcount_predictions_loss: 0.2589 2/2416 [..............................] - ETA: 19:02 - loss: 1028.6509 - logits_profile_predictions_loss: 1015.9296 - logcount_predictions_loss: 0.2369 3/2416 [..............................] - ETA: 18:59 - loss: 1061.1951 - logits_profile_predictions_loss: 1048.5346 - logcount_predictions_loss: 0.2358 4/2416 [..............................] - ETA: 18:57 - loss: 1072.7257 - logits_profile_predictions_loss: 1059.8552 - logcount_predictions_loss: 0.2397 5/2416 [..............................] - ETA: 18:55 - loss: 1081.6585 - logits_profile_predictions_loss: 1068.6976 - logcount_predictions_loss: 0.2414 6/2416 [..............................] - ETA: 18:55 - loss: 1083.0196 - logits_profile_predictions_loss: 1070.0140 - logcount_predictions_loss: 0.2422 7/2416 [..............................] - ETA: 18:55 - loss: 1083.7918 - logits_profile_predictions_loss: 1070.8043 - logcount_predictions_loss: 0.2419 8/2416 [..............................] - ETA: 18:55 - loss: 1084.0384 - logits_profile_predictions_loss: 1070.9736 - logcount_predictions_loss: 0.2433 9/2416 [..............................] - ETA: 18:55 - loss: 1084.9098 - logits_profile_predictions_loss: 1071.8432 - logcount_predictions_loss: 0.2433 10/2416 [..............................] - ETA: 18:53 - loss: 1084.2391 - logits_profile_predictions_loss: 1071.1189 - logcount_predictions_loss: 0.2443 11/2416 [..............................] - ETA: 18:53 - loss: 1084.2355 - logits_profile_predictions_loss: 1071.0952 - logcount_predictions_loss: 0.2447 12/2416 [..............................] - ETA: 18:53 - loss: 1083.7298 - logits_profile_predictions_loss: 1070.5624 - logcount_predictions_loss: 0.2452 13/2416 [..............................] - ETA: 18:53 - loss: 1082.8532 - logits_profile_predictions_loss: 1069.6843 - logcount_predictions_loss: 0.2452 14/2416 [..............................] - ETA: 18:52 - loss: 1082.2142 - logits_profile_predictions_loss: 1069.0486 - logcount_predictions_loss: 0.2452 15/2416 [..............................] - ETA: 18:52 - loss: 1081.9293 - logits_profile_predictions_loss: 1068.7803 - logcount_predictions_loss: 0.2449 16/2416 [..............................] - ETA: 18:51 - loss: 1081.5162 - logits_profile_predictions_loss: 1068.3639 - logcount_predictions_loss: 0.2449 17/2416 [..............................] - ETA: 18:51 - loss: 1081.7990 - logits_profile_predictions_loss: 1068.6615 - logcount_predictions_loss: 0.2446 18/2416 [..............................] - ETA: 18:51 - loss: 1081.6709 - logits_profile_predictions_loss: 1068.5365 - logcount_predictions_loss: 0.2446 19/2416 [..............................] - ETA: 18:50 - loss: 1081.5864 - logits_profile_predictions_loss: 1068.4556 - logcount_predictions_loss: 0.2445 20/2416 [..............................] - ETA: 18:50 - loss: 1081.1883 - logits_profile_predictions_loss: 1068.0476 - logcount_predictions_loss: 0.2447 21/2416 [..............................] - ETA: 18:50 - loss: 1080.7278 - logits_profile_predictions_loss: 1067.5804 - logcount_predictions_loss: 0.2448 22/2416 [..............................] - ETA: 18:50 - loss: 1080.3161 - logits_profile_predictions_loss: 1067.1690 - logcount_predictions_loss: 0.2448 23/2416 [..............................] - ETA: 18:50 - loss: 1080.1792 - logits_profile_predictions_loss: 1067.0370 - logcount_predictions_loss: 0.2447 24/2416 [..............................] - ETA: 18:49 - loss: 1079.9246 - logits_profile_predictions_loss: 1066.7827 - logcount_predictions_loss: 0.2447 25/2416 [..............................] - ETA: 18:49 - loss: 1079.6725 - logits_profile_predictions_loss: 1066.5312 - logcount_predictions_loss: 0.2447 26/2416 [..............................] - ETA: 18:49 - loss: 1079.6082 - logits_profile_predictions_loss: 1066.4689 - logcount_predictions_loss: 0.2447 27/2416 [..............................] - ETA: 18:48 - loss: 1079.7803 - logits_profile_predictions_loss: 1066.6456 - logcount_predictions_loss: 0.2446 28/2416 [..............................] - ETA: 18:48 - loss: 1079.9492 - logits_profile_predictions_loss: 1066.8178 - logcount_predictions_loss: 0.2445 29/2416 [..............................] - ETA: 18:47 - loss: 1080.1656 - logits_profile_predictions_loss: 1067.0410 - logcount_predictions_loss: 0.2444 30/2416 [..............................] - ETA: 18:47 - loss: 1080.4218 - logits_profile_predictions_loss: 1067.3078 - logcount_predictions_loss: 0.2442 31/2416 [..............................] - ETA: 18:47 - loss: 1080.6188 - logits_profile_predictions_loss: 1067.5178 - logcount_predictions_loss: 0.2440 32/2416 [..............................] - ETA: 18:46 - loss: 1080.7872 - logits_profile_predictions_loss: 1067.7020 - logcount_predictions_loss: 0.2437 33/2416 [..............................] - ETA: 18:46 - loss: 1080.8371 - logits_profile_predictions_loss: 1067.7659 - logcount_predictions_loss: 0.2434 34/2416 [..............................] - ETA: 18:45 - loss: 1080.7879 - logits_profile_predictions_loss: 1067.7307 - logcount_predictions_loss: 0.2432 35/2416 [..............................] - ETA: 18:45 - loss: 1080.8138 - logits_profile_predictions_loss: 1067.7666 - logcount_predictions_loss: 0.2430 36/2416 [..............................] - ETA: 18:44 - loss: 1080.8042 - logits_profile_predictions_loss: 1067.7685 - logcount_predictions_loss: 0.2428 37/2416 [..............................] - ETA: 18:44 - loss: 1080.7699 - logits_profile_predictions_loss: 1067.7480 - logcount_predictions_loss: 0.2425 38/2416 [..............................] - ETA: 18:44 - loss: 1080.6962 - logits_profile_predictions_loss: 1067.6829 - logcount_predictions_loss: 0.2423 39/2416 [..............................] - ETA: 18:43 - loss: 1080.6595 - logits_profile_predictions_loss: 1067.6535 - logcount_predictions_loss: 0.2422 40/2416 [..............................] - ETA: 18:43 - loss: 1080.5777 - logits_profile_predictions_loss: 1067.5805 - logcount_predictions_loss: 0.2420 41/2416 [..............................] - ETA: 18:42 - loss: 1080.5332 - logits_profile_predictions_loss: 1067.5444 - logcount_predictions_loss: 0.2419 42/2416 [..............................] - ETA: 18:42 - loss: 1080.4611 - logits_profile_predictions_loss: 1067.4778 - logcount_predictions_loss: 0.2418 43/2416 [..............................] - ETA: 18:42 - loss: 1080.4345 - logits_profile_predictions_loss: 1067.4566 - logcount_predictions_loss: 0.2417 44/2416 [..............................] - ETA: 18:42 - loss: 1080.4383 - logits_profile_predictions_loss: 1067.4660 - logcount_predictions_loss: 0.2416 45/2416 [..............................] - ETA: 18:41 - loss: 1080.5030 - logits_profile_predictions_loss: 1067.5374 - logcount_predictions_loss: 0.2414 46/2416 [..............................] - ETA: 18:41 - loss: 1080.5569 - logits_profile_predictions_loss: 1067.5974 - logcount_predictions_loss: 0.2413 47/2416 [..............................] - ETA: 18:40 - loss: 1080.6533 - logits_profile_predictions_loss: 1067.6980 - logcount_predictions_loss: 0.2413 48/2416 [..............................] - ETA: 18:40 - loss: 1080.6902 - logits_profile_predictions_loss: 1067.7392 - logcount_predictions_loss: 0.2412 49/2416 [..............................] - ETA: 18:40 - loss: 1080.7095 - logits_profile_predictions_loss: 1067.7623 - logcount_predictions_loss: 0.2411 50/2416 [..............................] - ETA: 18:39 - loss: 1080.6473 - logits_profile_predictions_loss: 1067.7023 - logcount_predictions_loss: 0.2411 51/2416 [..............................] - ETA: 18:39 - loss: 1080.6220 - logits_profile_predictions_loss: 1067.6789 - logcount_predictions_loss: 0.2410 52/2416 [..............................] - ETA: 18:38 - loss: 1080.5728 - logits_profile_predictions_loss: 1067.6320 - logcount_predictions_loss: 0.2410 53/2416 [..............................] - ETA: 18:38 - loss: 1080.5277 - logits_profile_predictions_loss: 1067.5891 - logcount_predictions_loss: 0.2409 54/2416 [..............................] - ETA: 18:37 - loss: 1080.4793 - logits_profile_predictions_loss: 1067.5414 - logcount_predictions_loss: 0.2409 55/2416 [..............................] - ETA: 18:37 - loss: 1080.4357 - logits_profile_predictions_loss: 1067.4980 - logcount_predictions_loss: 0.2409 56/2416 [..............................] - ETA: 18:36 - loss: 1080.4179 - logits_profile_predictions_loss: 1067.4810 - logcount_predictions_loss: 0.2409 57/2416 [..............................] - ETA: 18:36 - loss: 1080.3832 - logits_profile_predictions_loss: 1067.4462 - logcount_predictions_loss: 0.2409 58/2416 [..............................] - ETA: 18:36 - loss: 1080.3406 - logits_profile_predictions_loss: 1067.4037 - logcount_predictions_loss: 0.2409 59/2416 [..............................] - ETA: 18:35 - loss: 1080.2979 - logits_profile_predictions_loss: 1067.3590 - logcount_predictions_loss: 0.2409 60/2416 [..............................] - ETA: 18:35 - loss: 1080.2557 - logits_profile_predictions_loss: 1067.3148 - logcount_predictions_loss: 0.2410 61/2416 [..............................] - ETA: 18:34 - loss: 1080.1909 - logits_profile_predictions_loss: 1067.2490 - logcount_predictions_loss: 0.2410 62/2416 [..............................] - ETA: 18:34 - loss: 1080.1029 - logits_profile_predictions_loss: 1067.1607 - logcount_predictions_loss: 0.2410 63/2416 [..............................] - ETA: 18:33 - loss: 1080.0520 - logits_profile_predictions_loss: 1067.1086 - logcount_predictions_loss: 0.2410 64/2416 [..............................] - ETA: 18:33 - loss: 1079.9956 - logits_profile_predictions_loss: 1067.0509 - logcount_predictions_loss: 0.2411 65/2416 [..............................] - ETA: 18:33 - loss: 1079.9328 - logits_profile_predictions_loss: 1066.9858 - logcount_predictions_loss: 0.2411 66/2416 [..............................] - ETA: 18:32 - loss: 1079.8674 - logits_profile_predictions_loss: 1066.9183 - logcount_predictions_loss: 0.2411 67/2416 [..............................] - ETA: 18:32 - loss: 1079.7879 - logits_profile_predictions_loss: 1066.8371 - logcount_predictions_loss: 0.2412 68/2416 [..............................] - ETA: 18:31 - loss: 1079.7038 - logits_profile_predictions_loss: 1066.7513 - logcount_predictions_loss: 0.2412 69/2416 [..............................] - ETA: 18:31 - loss: 1079.6410 - logits_profile_predictions_loss: 1066.6880 - logcount_predictions_loss: 0.2412 70/2416 [..............................] - ETA: 18:30 - loss: 1079.5905 - logits_profile_predictions_loss: 1066.6382 - logcount_predictions_loss: 0.2412 71/2416 [..............................] - ETA: 18:30 - loss: 1079.5340 - logits_profile_predictions_loss: 1066.5822 - logcount_predictions_loss: 0.2412 72/2416 [..............................] - ETA: 18:30 - loss: 1079.4848 - logits_profile_predictions_loss: 1066.5336 - logcount_predictions_loss: 0.2412 73/2416 [..............................] - ETA: 18:29 - loss: 1079.4529 - logits_profile_predictions_loss: 1066.5015 - logcount_predictions_loss: 0.2412 74/2416 [..............................] - ETA: 18:29 - loss: 1079.4214 - logits_profile_predictions_loss: 1066.4701 - logcount_predictions_loss: 0.2412 75/2416 [..............................] - ETA: 18:29 - loss: 1079.4208 - logits_profile_predictions_loss: 1066.4692 - logcount_predictions_loss: 0.2412 76/2416 [..............................] - ETA: 18:28 - loss: 1079.4207 - 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logcount_predictions_loss: 0.2352 2409/2416 [============================>.] - ETA: 3s - loss: 1093.2729 - logits_profile_predictions_loss: 1080.6400 - logcount_predictions_loss: 0.2352 2410/2416 [============================>.] - ETA: 2s - loss: 1093.2736 - logits_profile_predictions_loss: 1080.6407 - logcount_predictions_loss: 0.2352 2411/2416 [============================>.] - ETA: 2s - loss: 1093.2743 - logits_profile_predictions_loss: 1080.6414 - logcount_predictions_loss: 0.2352 2412/2416 [============================>.] - ETA: 1s - loss: 1093.2750 - logits_profile_predictions_loss: 1080.6421 - logcount_predictions_loss: 0.2352 2413/2416 [============================>.] - ETA: 1s - loss: 1093.2756 - logits_profile_predictions_loss: 1080.6428 - logcount_predictions_loss: 0.2352 2414/2416 [============================>.] - ETA: 0s - loss: 1093.2763 - logits_profile_predictions_loss: 1080.6435 - logcount_predictions_loss: 0.2352 2415/2416 [============================>.] - ETA: 0s - loss: 1093.2770 - logits_profile_predictions_loss: 1080.6442 - logcount_predictions_loss: 0.2352 2416/2416 [==============================] - ETA: 0s - loss: 1093.2777 - logits_profile_predictions_loss: 1080.6450 - logcount_predictions_loss: 0.2352 2416/2416 [==============================] - 1191s 493ms/step - loss: 1093.2784 - logits_profile_predictions_loss: 1080.6457 - logcount_predictions_loss: 0.2352 - val_loss: 1141.8672 - val_logits_profile_predictions_loss: 1128.1606 - val_logcount_predictions_loss: 0.2552 Epoch 00009: val_loss did not improve from 1136.53101 Epoch 10/50 1/2416 [..............................] - ETA: 20:19 - loss: 1055.9238 - logits_profile_predictions_loss: 1045.1677 - logcount_predictions_loss: 0.2003 2/2416 [..............................] - ETA: 18:53 - loss: 1086.8260 - logits_profile_predictions_loss: 1075.6895 - logcount_predictions_loss: 0.2074 3/2416 [..............................] - ETA: 18:54 - loss: 1096.2572 - logits_profile_predictions_loss: 1085.0116 - logcount_predictions_loss: 0.2094 4/2416 [..............................] - ETA: 18:55 - loss: 1100.0083 - logits_profile_predictions_loss: 1088.4969 - logcount_predictions_loss: 0.2144 5/2416 [..............................] - ETA: 18:53 - loss: 1101.7235 - logits_profile_predictions_loss: 1089.9947 - logcount_predictions_loss: 0.2184 6/2416 [..............................] - ETA: 18:52 - loss: 1104.6823 - logits_profile_predictions_loss: 1092.9070 - logcount_predictions_loss: 0.2193 7/2416 [..............................] - ETA: 18:54 - loss: 1106.6501 - logits_profile_predictions_loss: 1094.8463 - logcount_predictions_loss: 0.2198 8/2416 [..............................] - ETA: 18:55 - loss: 1106.6729 - logits_profile_predictions_loss: 1094.8845 - logcount_predictions_loss: 0.2195 9/2416 [..............................] - ETA: 18:55 - loss: 1106.5177 - logits_profile_predictions_loss: 1094.7534 - logcount_predictions_loss: 0.2191 10/2416 [..............................] - ETA: 18:54 - loss: 1105.9776 - logits_profile_predictions_loss: 1094.2571 - logcount_predictions_loss: 0.2183 11/2416 [..............................] - ETA: 18:53 - loss: 1105.2580 - logits_profile_predictions_loss: 1093.5421 - logcount_predictions_loss: 0.2182 12/2416 [..............................] - ETA: 18:53 - loss: 1104.6382 - logits_profile_predictions_loss: 1092.8882 - logcount_predictions_loss: 0.2188 13/2416 [..............................] - ETA: 18:53 - loss: 1104.2904 - logits_profile_predictions_loss: 1092.4926 - logcount_predictions_loss: 0.2197 14/2416 [..............................] - ETA: 18:53 - loss: 1103.7791 - logits_profile_predictions_loss: 1091.9459 - logcount_predictions_loss: 0.2204 15/2416 [..............................] - ETA: 18:52 - loss: 1103.6923 - logits_profile_predictions_loss: 1091.8269 - logcount_predictions_loss: 0.2210 16/2416 [..............................] - ETA: 18:51 - loss: 1103.8202 - logits_profile_predictions_loss: 1091.9207 - logcount_predictions_loss: 0.2216 17/2416 [..............................] - ETA: 18:51 - loss: 1103.8489 - logits_profile_predictions_loss: 1091.8847 - logcount_predictions_loss: 0.2228 18/2416 [..............................] - ETA: 18:51 - loss: 1103.9767 - logits_profile_predictions_loss: 1091.9706 - logcount_predictions_loss: 0.2236 19/2416 [..............................] - ETA: 18:51 - loss: 1103.8141 - logits_profile_predictions_loss: 1091.7834 - logcount_predictions_loss: 0.2240 20/2416 [..............................] - ETA: 18:51 - loss: 1103.3162 - logits_profile_predictions_loss: 1091.2586 - logcount_predictions_loss: 0.2245 21/2416 [..............................] - ETA: 18:50 - loss: 1102.8481 - logits_profile_predictions_loss: 1090.7580 - logcount_predictions_loss: 0.2251 22/2416 [..............................] - ETA: 18:49 - loss: 1102.2367 - logits_profile_predictions_loss: 1090.1185 - logcount_predictions_loss: 0.2257 23/2416 [..............................] - ETA: 18:49 - loss: 1101.8669 - logits_profile_predictions_loss: 1089.7277 - logcount_predictions_loss: 0.2261 24/2416 [..............................] - ETA: 18:49 - loss: 1101.5910 - logits_profile_predictions_loss: 1089.4286 - logcount_predictions_loss: 0.2265 25/2416 [..............................] - ETA: 18:49 - loss: 1101.2280 - logits_profile_predictions_loss: 1089.0417 - logcount_predictions_loss: 0.2269 26/2416 [..............................] - ETA: 18:48 - loss: 1100.8547 - logits_profile_predictions_loss: 1088.6478 - logcount_predictions_loss: 0.2273 27/2416 [..............................] - ETA: 18:48 - loss: 1100.5325 - logits_profile_predictions_loss: 1088.3000 - logcount_predictions_loss: 0.2278 28/2416 [..............................] - ETA: 18:48 - loss: 1100.1344 - logits_profile_predictions_loss: 1087.8826 - logcount_predictions_loss: 0.2282 29/2416 [..............................] - ETA: 18:48 - loss: 1099.7304 - logits_profile_predictions_loss: 1087.4567 - logcount_predictions_loss: 0.2286 30/2416 [..............................] - ETA: 18:47 - loss: 1099.4737 - logits_profile_predictions_loss: 1087.1754 - logcount_predictions_loss: 0.2290 31/2416 [..............................] - ETA: 18:46 - loss: 1099.0723 - logits_profile_predictions_loss: 1086.7344 - logcount_predictions_loss: 0.2298 32/2416 [..............................] - ETA: 18:46 - loss: 1098.7277 - logits_profile_predictions_loss: 1086.3562 - logcount_predictions_loss: 0.2304 33/2416 [..............................] - ETA: 18:46 - loss: 1098.4954 - logits_profile_predictions_loss: 1086.0947 - logcount_predictions_loss: 0.2309 34/2416 [..............................] - ETA: 18:46 - loss: 1098.2046 - logits_profile_predictions_loss: 1085.7797 - logcount_predictions_loss: 0.2314 35/2416 [..............................] - ETA: 18:45 - loss: 1097.9488 - logits_profile_predictions_loss: 1085.4998 - logcount_predictions_loss: 0.2318 36/2416 [..............................] - ETA: 18:44 - loss: 1097.7000 - logits_profile_predictions_loss: 1085.2296 - logcount_predictions_loss: 0.2322 37/2416 [..............................] - ETA: 18:44 - loss: 1097.4776 - logits_profile_predictions_loss: 1084.9913 - logcount_predictions_loss: 0.2325 38/2416 [..............................] - ETA: 18:44 - loss: 1097.2174 - logits_profile_predictions_loss: 1084.7160 - logcount_predictions_loss: 0.2328 39/2416 [..............................] - ETA: 18:43 - loss: 1097.0873 - logits_profile_predictions_loss: 1084.5706 - logcount_predictions_loss: 0.2331 40/2416 [..............................] - ETA: 18:43 - loss: 1096.9668 - logits_profile_predictions_loss: 1084.4350 - logcount_predictions_loss: 0.2334 41/2416 [..............................] - ETA: 18:42 - loss: 1096.8775 - logits_profile_predictions_loss: 1084.3329 - logcount_predictions_loss: 0.2336 42/2416 [..............................] - ETA: 18:42 - loss: 1096.9012 - logits_profile_predictions_loss: 1084.3407 - logcount_predictions_loss: 0.2339 43/2416 [..............................] - ETA: 18:42 - loss: 1096.8962 - logits_profile_predictions_loss: 1084.3222 - logcount_predictions_loss: 0.2342 44/2416 [..............................] - ETA: 18:41 - loss: 1096.8933 - logits_profile_predictions_loss: 1084.3068 - logcount_predictions_loss: 0.2344 45/2416 [..............................] - ETA: 18:41 - loss: 1096.8351 - logits_profile_predictions_loss: 1084.2367 - logcount_predictions_loss: 0.2346 46/2416 [..............................] - ETA: 18:40 - loss: 1096.7787 - logits_profile_predictions_loss: 1084.1686 - logcount_predictions_loss: 0.2348 47/2416 [..............................] - ETA: 18:40 - loss: 1096.7223 - logits_profile_predictions_loss: 1084.1013 - logcount_predictions_loss: 0.2350 48/2416 [..............................] - ETA: 18:39 - loss: 1096.6800 - logits_profile_predictions_loss: 1084.0489 - logcount_predictions_loss: 0.2352 49/2416 [..............................] - ETA: 18:39 - loss: 1096.6419 - logits_profile_predictions_loss: 1084.0028 - logcount_predictions_loss: 0.2354 50/2416 [..............................] - ETA: 18:39 - loss: 1096.6175 - logits_profile_predictions_loss: 1083.9718 - logcount_predictions_loss: 0.2355 51/2416 [..............................] - ETA: 18:38 - loss: 1096.6024 - logits_profile_predictions_loss: 1083.9524 - logcount_predictions_loss: 0.2356 52/2416 [..............................] - ETA: 18:38 - loss: 1096.5513 - logits_profile_predictions_loss: 1083.8972 - logcount_predictions_loss: 0.2356 53/2416 [..............................] - ETA: 18:38 - loss: 1096.4945 - logits_profile_predictions_loss: 1083.8356 - logcount_predictions_loss: 0.2357 54/2416 [..............................] - ETA: 18:37 - loss: 1096.4072 - logits_profile_predictions_loss: 1083.7436 - logcount_predictions_loss: 0.2358 55/2416 [..............................] - ETA: 18:37 - loss: 1096.2833 - logits_profile_predictions_loss: 1083.6160 - logcount_predictions_loss: 0.2359 56/2416 [..............................] - ETA: 18:37 - loss: 1096.1608 - logits_profile_predictions_loss: 1083.4907 - logcount_predictions_loss: 0.2359 57/2416 [..............................] - ETA: 18:36 - loss: 1096.0466 - logits_profile_predictions_loss: 1083.3728 - logcount_predictions_loss: 0.2360 58/2416 [..............................] - ETA: 18:36 - loss: 1095.9361 - logits_profile_predictions_loss: 1083.2598 - logcount_predictions_loss: 0.2361 59/2416 [..............................] - ETA: 18:35 - loss: 1095.8539 - logits_profile_predictions_loss: 1083.1759 - logcount_predictions_loss: 0.2361 60/2416 [..............................] - ETA: 18:35 - loss: 1095.7313 - logits_profile_predictions_loss: 1083.0500 - logcount_predictions_loss: 0.2362 61/2416 [..............................] - ETA: 18:35 - loss: 1095.6035 - logits_profile_predictions_loss: 1082.9191 - logcount_predictions_loss: 0.2362 62/2416 [..............................] - ETA: 18:34 - loss: 1095.4888 - logits_profile_predictions_loss: 1082.8019 - logcount_predictions_loss: 0.2363 63/2416 [..............................] - ETA: 18:34 - loss: 1095.3901 - logits_profile_predictions_loss: 1082.7001 - logcount_predictions_loss: 0.2363 64/2416 [..............................] - ETA: 18:33 - loss: 1095.2900 - logits_profile_predictions_loss: 1082.5969 - logcount_predictions_loss: 0.2364 65/2416 [..............................] - ETA: 18:33 - loss: 1095.1792 - logits_profile_predictions_loss: 1082.4830 - logcount_predictions_loss: 0.2364 66/2416 [..............................] - ETA: 18:32 - loss: 1095.0804 - logits_profile_predictions_loss: 1082.3821 - logcount_predictions_loss: 0.2365 67/2416 [..............................] - ETA: 18:32 - loss: 1094.9888 - logits_profile_predictions_loss: 1082.2896 - logcount_predictions_loss: 0.2365 68/2416 [..............................] - ETA: 18:31 - loss: 1094.8856 - logits_profile_predictions_loss: 1082.1859 - logcount_predictions_loss: 0.2365 69/2416 [..............................] - ETA: 18:31 - loss: 1094.7851 - logits_profile_predictions_loss: 1082.0852 - logcount_predictions_loss: 0.2365 70/2416 [..............................] - ETA: 18:31 - loss: 1094.6869 - logits_profile_predictions_loss: 1081.9867 - logcount_predictions_loss: 0.2365 71/2416 [..............................] - ETA: 18:30 - loss: 1094.5773 - logits_profile_predictions_loss: 1081.8764 - logcount_predictions_loss: 0.2365 72/2416 [..............................] - ETA: 18:30 - loss: 1094.5022 - logits_profile_predictions_loss: 1081.8008 - logcount_predictions_loss: 0.2365 73/2416 [..............................] - ETA: 18:29 - loss: 1094.4304 - logits_profile_predictions_loss: 1081.7294 - logcount_predictions_loss: 0.2365 74/2416 [..............................] - ETA: 18:29 - loss: 1094.3689 - logits_profile_predictions_loss: 1081.6681 - logcount_predictions_loss: 0.2365 75/2416 [..............................] - ETA: 18:28 - loss: 1094.3045 - logits_profile_predictions_loss: 1081.6033 - logcount_predictions_loss: 0.2365 76/2416 [..............................] - ETA: 18:28 - loss: 1094.2270 - logits_profile_predictions_loss: 1081.5254 - logcount_predictions_loss: 0.2365 77/2416 [..............................] - ETA: 18:28 - loss: 1094.1539 - logits_profile_predictions_loss: 1081.4516 - logcount_predictions_loss: 0.2365 78/2416 [..............................] - ETA: 18:27 - loss: 1094.0670 - logits_profile_predictions_loss: 1081.3643 - logcount_predictions_loss: 0.2366 79/2416 [..............................] - ETA: 18:27 - loss: 1093.9798 - logits_profile_predictions_loss: 1081.2760 - logcount_predictions_loss: 0.2366 80/2416 [..............................] - ETA: 18:26 - loss: 1093.8887 - logits_profile_predictions_loss: 1081.1839 - logcount_predictions_loss: 0.2366 81/2416 [>.............................] - ETA: 18:26 - loss: 1093.7905 - logits_profile_predictions_loss: 1081.0846 - logcount_predictions_loss: 0.2366 82/2416 [>.............................] - ETA: 18:25 - loss: 1093.6968 - logits_profile_predictions_loss: 1080.9899 - logcount_predictions_loss: 0.2366 83/2416 [>.............................] - ETA: 18:25 - loss: 1093.6065 - logits_profile_predictions_loss: 1080.8988 - logcount_predictions_loss: 0.2366 84/2416 [>.............................] - ETA: 18:25 - loss: 1093.5389 - logits_profile_predictions_loss: 1080.8307 - logcount_predictions_loss: 0.2367 85/2416 [>.............................] - ETA: 18:24 - loss: 1093.4695 - logits_profile_predictions_loss: 1080.7601 - logcount_predictions_loss: 0.2367 86/2416 [>.............................] - ETA: 18:24 - loss: 1093.3924 - logits_profile_predictions_loss: 1080.6816 - logcount_predictions_loss: 0.2367 87/2416 [>.............................] - ETA: 18:23 - loss: 1093.3158 - logits_profile_predictions_loss: 1080.6036 - logcount_predictions_loss: 0.2367 88/2416 [>.............................] - ETA: 18:23 - loss: 1093.2545 - logits_profile_predictions_loss: 1080.5408 - logcount_predictions_loss: 0.2368 89/2416 [>.............................] - ETA: 18:22 - loss: 1093.1822 - logits_profile_predictions_loss: 1080.4673 - logcount_predictions_loss: 0.2368 90/2416 [>.............................] - ETA: 18:22 - loss: 1093.1085 - logits_profile_predictions_loss: 1080.3919 - logcount_predictions_loss: 0.2368 91/2416 [>.............................] - ETA: 18:22 - loss: 1093.0322 - logits_profile_predictions_loss: 1080.3139 - logcount_predictions_loss: 0.2368 92/2416 [>.............................] - ETA: 18:21 - loss: 1092.9618 - logits_profile_predictions_loss: 1080.2415 - logcount_predictions_loss: 0.2369 93/2416 [>.............................] - ETA: 18:21 - loss: 1092.8866 - logits_profile_predictions_loss: 1080.1645 - logcount_predictions_loss: 0.2369 94/2416 [>.............................] - ETA: 18:20 - loss: 1092.8055 - logits_profile_predictions_loss: 1080.0822 - logcount_predictions_loss: 0.2369 95/2416 [>.............................] - ETA: 18:20 - loss: 1092.7195 - logits_profile_predictions_loss: 1079.9948 - logcount_predictions_loss: 0.2370 96/2416 [>.............................] - ETA: 18:19 - loss: 1092.6372 - logits_profile_predictions_loss: 1079.9114 - logcount_predictions_loss: 0.2370 97/2416 [>.............................] - ETA: 18:19 - loss: 1092.5507 - logits_profile_predictions_loss: 1079.8239 - logcount_predictions_loss: 0.2370 98/2416 [>.............................] - ETA: 18:19 - loss: 1092.4785 - logits_profile_predictions_loss: 1079.7508 - logcount_predictions_loss: 0.2370 99/2416 [>.............................] - ETA: 18:18 - loss: 1092.3956 - logits_profile_predictions_loss: 1079.6671 - logcount_predictions_loss: 0.2370 100/2416 [>.............................] - ETA: 18:18 - loss: 1092.3150 - logits_profile_predictions_loss: 1079.5853 - logcount_predictions_loss: 0.2371 101/2416 [>.............................] - ETA: 18:17 - loss: 1092.2360 - logits_profile_predictions_loss: 1079.5057 - logcount_predictions_loss: 0.2371 102/2416 [>.............................] - ETA: 18:17 - loss: 1092.1625 - logits_profile_predictions_loss: 1079.4321 - logcount_predictions_loss: 0.2371 103/2416 [>.............................] - ETA: 18:17 - loss: 1092.0858 - logits_profile_predictions_loss: 1079.3557 - logcount_predictions_loss: 0.2371 104/2416 [>.............................] - ETA: 18:16 - loss: 1092.0083 - logits_profile_predictions_loss: 1079.2787 - logcount_predictions_loss: 0.2370 105/2416 [>.............................] - ETA: 18:16 - loss: 1091.9294 - logits_profile_predictions_loss: 1079.2007 - logcount_predictions_loss: 0.2370 106/2416 [>.............................] - ETA: 18:15 - loss: 1091.8466 - logits_profile_predictions_loss: 1079.1189 - logcount_predictions_loss: 0.2370 107/2416 [>.............................] - ETA: 18:15 - loss: 1091.7605 - logits_profile_predictions_loss: 1079.0336 - logcount_predictions_loss: 0.2370 108/2416 [>.............................] - ETA: 18:14 - loss: 1091.6821 - logits_profile_predictions_loss: 1078.9559 - logcount_predictions_loss: 0.2370 109/2416 [>.............................] - ETA: 18:14 - loss: 1091.6093 - logits_profile_predictions_loss: 1078.8840 - logcount_predictions_loss: 0.2370 110/2416 [>.............................] - ETA: 18:13 - loss: 1091.5375 - logits_profile_predictions_loss: 1078.8131 - logcount_predictions_loss: 0.2370 111/2416 [>.............................] - ETA: 18:13 - loss: 1091.4686 - logits_profile_predictions_loss: 1078.7453 - logcount_predictions_loss: 0.2369 112/2416 [>.............................] - ETA: 18:12 - loss: 1091.3946 - logits_profile_predictions_loss: 1078.6725 - logcount_predictions_loss: 0.2369 113/2416 [>.............................] - ETA: 18:12 - loss: 1091.3174 - logits_profile_predictions_loss: 1078.5965 - logcount_predictions_loss: 0.2369 114/2416 [>.............................] 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logcount_predictions_loss: 0.2311 2408/2416 [============================>.] - ETA: 3s - loss: 1091.9649 - logits_profile_predictions_loss: 1079.5535 - logcount_predictions_loss: 0.2311 2409/2416 [============================>.] - ETA: 3s - loss: 1091.9658 - logits_profile_predictions_loss: 1079.5544 - logcount_predictions_loss: 0.2311 2410/2416 [============================>.] - ETA: 2s - loss: 1091.9666 - logits_profile_predictions_loss: 1079.5554 - logcount_predictions_loss: 0.2311 2411/2416 [============================>.] - ETA: 2s - loss: 1091.9675 - logits_profile_predictions_loss: 1079.5563 - logcount_predictions_loss: 0.2311 2412/2416 [============================>.] - ETA: 1s - loss: 1091.9683 - logits_profile_predictions_loss: 1079.5572 - logcount_predictions_loss: 0.2311 2413/2416 [============================>.] - ETA: 1s - loss: 1091.9692 - logits_profile_predictions_loss: 1079.5582 - logcount_predictions_loss: 0.2311 2414/2416 [============================>.] - ETA: 0s - loss: 1091.9701 - logits_profile_predictions_loss: 1079.5591 - logcount_predictions_loss: 0.2311 2415/2416 [============================>.] - ETA: 0s - loss: 1091.9709 - logits_profile_predictions_loss: 1079.5600 - logcount_predictions_loss: 0.2311 2416/2416 [==============================] - ETA: 0s - loss: 1091.9718 - logits_profile_predictions_loss: 1079.5610 - logcount_predictions_loss: 0.2311 2416/2416 [==============================] - 1191s 493ms/step - loss: 1091.9726 - logits_profile_predictions_loss: 1079.5619 - logcount_predictions_loss: 0.2311 - val_loss: 1136.8325 - val_logits_profile_predictions_loss: 1123.3715 - val_logcount_predictions_loss: 0.2507 Epoch 00010: val_loss did not improve from 1136.53101 Epoch 11/50 1/2416 [..............................] - ETA: 20:28 - loss: 1084.0803 - logits_profile_predictions_loss: 1074.6465 - logcount_predictions_loss: 0.1757 2/2416 [..............................] - ETA: 18:54 - loss: 1122.9504 - logits_profile_predictions_loss: 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ETA: 18:57 - loss: 1127.5836 - logits_profile_predictions_loss: 1116.2586 - logcount_predictions_loss: 0.2109 10/2416 [..............................] - ETA: 18:56 - loss: 1128.6228 - logits_profile_predictions_loss: 1117.2526 - logcount_predictions_loss: 0.2117 11/2416 [..............................] - ETA: 18:56 - loss: 1129.3932 - logits_profile_predictions_loss: 1118.0140 - logcount_predictions_loss: 0.2119 12/2416 [..............................] - ETA: 18:55 - loss: 1128.8963 - logits_profile_predictions_loss: 1117.5186 - logcount_predictions_loss: 0.2119 13/2416 [..............................] - ETA: 18:55 - loss: 1127.9591 - logits_profile_predictions_loss: 1116.5832 - logcount_predictions_loss: 0.2118 14/2416 [..............................] - ETA: 18:55 - loss: 1126.9990 - logits_profile_predictions_loss: 1115.6318 - logcount_predictions_loss: 0.2117 15/2416 [..............................] - ETA: 18:55 - loss: 1126.0100 - logits_profile_predictions_loss: 1114.6579 - logcount_predictions_loss: 0.2114 16/2416 [..............................] - ETA: 18:54 - loss: 1124.4949 - logits_profile_predictions_loss: 1113.1491 - logcount_predictions_loss: 0.2113 17/2416 [..............................] - ETA: 18:53 - loss: 1123.2042 - logits_profile_predictions_loss: 1111.8610 - logcount_predictions_loss: 0.2112 18/2416 [..............................] - ETA: 18:53 - loss: 1122.1778 - logits_profile_predictions_loss: 1110.8394 - logcount_predictions_loss: 0.2111 19/2416 [..............................] - ETA: 18:53 - loss: 1121.2858 - logits_profile_predictions_loss: 1109.9404 - logcount_predictions_loss: 0.2113 20/2416 [..............................] - ETA: 18:53 - loss: 1120.7807 - logits_profile_predictions_loss: 1109.4319 - logcount_predictions_loss: 0.2113 21/2416 [..............................] - ETA: 18:52 - loss: 1120.3202 - logits_profile_predictions_loss: 1108.9736 - logcount_predictions_loss: 0.2113 22/2416 [..............................] - ETA: 18:52 - loss: 1119.5199 - logits_profile_predictions_loss: 1108.1625 - logcount_predictions_loss: 0.2115 23/2416 [..............................] - ETA: 18:52 - loss: 1118.7072 - logits_profile_predictions_loss: 1107.3351 - logcount_predictions_loss: 0.2118 24/2416 [..............................] - ETA: 18:52 - loss: 1117.8907 - logits_profile_predictions_loss: 1106.5040 - logcount_predictions_loss: 0.2120 25/2416 [..............................] - ETA: 18:51 - loss: 1117.2033 - logits_profile_predictions_loss: 1105.8095 - logcount_predictions_loss: 0.2122 26/2416 [..............................] - ETA: 18:50 - loss: 1116.7306 - logits_profile_predictions_loss: 1105.3279 - logcount_predictions_loss: 0.2123 27/2416 [..............................] - ETA: 18:50 - loss: 1116.5250 - logits_profile_predictions_loss: 1105.1147 - logcount_predictions_loss: 0.2125 28/2416 [..............................] - ETA: 18:49 - loss: 1116.3447 - logits_profile_predictions_loss: 1104.9316 - logcount_predictions_loss: 0.2125 29/2416 [..............................] - ETA: 18:49 - loss: 1116.1697 - logits_profile_predictions_loss: 1104.7469 - logcount_predictions_loss: 0.2127 30/2416 [..............................] - ETA: 18:49 - loss: 1115.8643 - logits_profile_predictions_loss: 1104.4223 - logcount_predictions_loss: 0.2131 31/2416 [..............................] - ETA: 18:48 - loss: 1115.5360 - logits_profile_predictions_loss: 1104.0812 - logcount_predictions_loss: 0.2133 32/2416 [..............................] - ETA: 18:47 - loss: 1115.1596 - logits_profile_predictions_loss: 1103.6941 - logcount_predictions_loss: 0.2135 33/2416 [..............................] - ETA: 18:47 - loss: 1114.7706 - logits_profile_predictions_loss: 1103.2969 - logcount_predictions_loss: 0.2137 34/2416 [..............................] - ETA: 18:47 - loss: 1114.3751 - logits_profile_predictions_loss: 1102.8919 - logcount_predictions_loss: 0.2138 35/2416 [..............................] - ETA: 18:47 - loss: 1113.9798 - logits_profile_predictions_loss: 1102.4880 - logcount_predictions_loss: 0.2140 36/2416 [..............................] - ETA: 18:46 - loss: 1113.5357 - logits_profile_predictions_loss: 1102.0352 - logcount_predictions_loss: 0.2142 37/2416 [..............................] - ETA: 18:45 - loss: 1113.0489 - logits_profile_predictions_loss: 1101.5396 - logcount_predictions_loss: 0.2143 38/2416 [..............................] - ETA: 18:45 - loss: 1112.5445 - logits_profile_predictions_loss: 1101.0271 - logcount_predictions_loss: 0.2145 39/2416 [..............................] - ETA: 18:45 - loss: 1112.0549 - logits_profile_predictions_loss: 1100.5298 - logcount_predictions_loss: 0.2146 40/2416 [..............................] - ETA: 18:44 - loss: 1111.5868 - logits_profile_predictions_loss: 1100.0560 - logcount_predictions_loss: 0.2147 41/2416 [..............................] - ETA: 18:44 - loss: 1111.1119 - logits_profile_predictions_loss: 1099.5777 - logcount_predictions_loss: 0.2148 42/2416 [..............................] - ETA: 18:43 - loss: 1110.6755 - logits_profile_predictions_loss: 1099.1405 - logcount_predictions_loss: 0.2148 43/2416 [..............................] - ETA: 18:43 - loss: 1110.2399 - logits_profile_predictions_loss: 1098.7019 - logcount_predictions_loss: 0.2149 44/2416 [..............................] - ETA: 18:42 - loss: 1109.8233 - logits_profile_predictions_loss: 1098.2804 - logcount_predictions_loss: 0.2150 45/2416 [..............................] - ETA: 18:42 - loss: 1109.3636 - logits_profile_predictions_loss: 1097.8165 - logcount_predictions_loss: 0.2150 46/2416 [..............................] - ETA: 18:41 - loss: 1108.8802 - logits_profile_predictions_loss: 1097.3293 - logcount_predictions_loss: 0.2151 47/2416 [..............................] - ETA: 18:41 - loss: 1108.4228 - logits_profile_predictions_loss: 1096.8686 - logcount_predictions_loss: 0.2152 48/2416 [..............................] - ETA: 18:40 - loss: 1107.9921 - logits_profile_predictions_loss: 1096.4343 - logcount_predictions_loss: 0.2152 49/2416 [..............................] - ETA: 18:40 - loss: 1107.5797 - logits_profile_predictions_loss: 1096.0173 - logcount_predictions_loss: 0.2153 50/2416 [..............................] - ETA: 18:40 - loss: 1107.1541 - logits_profile_predictions_loss: 1095.5871 - logcount_predictions_loss: 0.2154 51/2416 [..............................] - ETA: 18:39 - loss: 1106.7306 - logits_profile_predictions_loss: 1095.1593 - logcount_predictions_loss: 0.2155 52/2416 [..............................] - ETA: 18:39 - loss: 1106.3534 - logits_profile_predictions_loss: 1094.7787 - logcount_predictions_loss: 0.2155 53/2416 [..............................] - ETA: 18:38 - loss: 1106.0016 - logits_profile_predictions_loss: 1094.4220 - logcount_predictions_loss: 0.2156 54/2416 [..............................] - ETA: 18:38 - loss: 1105.6550 - logits_profile_predictions_loss: 1094.0711 - logcount_predictions_loss: 0.2157 55/2416 [..............................] - ETA: 18:37 - loss: 1105.3186 - logits_profile_predictions_loss: 1093.7320 - logcount_predictions_loss: 0.2158 56/2416 [..............................] - ETA: 18:37 - loss: 1104.9659 - logits_profile_predictions_loss: 1093.3768 - logcount_predictions_loss: 0.2158 57/2416 [..............................] - ETA: 18:37 - loss: 1104.6452 - logits_profile_predictions_loss: 1093.0546 - logcount_predictions_loss: 0.2158 58/2416 [..............................] - ETA: 18:36 - loss: 1104.3266 - logits_profile_predictions_loss: 1092.7354 - logcount_predictions_loss: 0.2158 59/2416 [..............................] - ETA: 18:36 - loss: 1104.0378 - logits_profile_predictions_loss: 1092.4443 - logcount_predictions_loss: 0.2159 60/2416 [..............................] - ETA: 18:35 - loss: 1103.7491 - logits_profile_predictions_loss: 1092.1537 - logcount_predictions_loss: 0.2159 61/2416 [..............................] - ETA: 18:35 - loss: 1103.4614 - logits_profile_predictions_loss: 1091.8644 - logcount_predictions_loss: 0.2160 62/2416 [..............................] - ETA: 18:35 - loss: 1103.1518 - logits_profile_predictions_loss: 1091.5542 - logcount_predictions_loss: 0.2160 63/2416 [..............................] - ETA: 18:34 - loss: 1102.8432 - logits_profile_predictions_loss: 1091.2454 - logcount_predictions_loss: 0.2160 64/2416 [..............................] - ETA: 18:34 - loss: 1102.5589 - logits_profile_predictions_loss: 1090.9608 - logcount_predictions_loss: 0.2160 65/2416 [..............................] - ETA: 18:33 - loss: 1102.2747 - logits_profile_predictions_loss: 1090.6756 - logcount_predictions_loss: 0.2160 66/2416 [..............................] - ETA: 18:33 - loss: 1102.0210 - logits_profile_predictions_loss: 1090.4217 - logcount_predictions_loss: 0.2160 67/2416 [..............................] - ETA: 18:33 - loss: 1101.7731 - logits_profile_predictions_loss: 1090.1737 - logcount_predictions_loss: 0.2160 68/2416 [..............................] - ETA: 18:32 - loss: 1101.5343 - logits_profile_predictions_loss: 1089.9359 - logcount_predictions_loss: 0.2160 69/2416 [..............................] - ETA: 18:32 - loss: 1101.3083 - logits_profile_predictions_loss: 1089.7105 - logcount_predictions_loss: 0.2160 70/2416 [..............................] - ETA: 18:31 - loss: 1101.0628 - logits_profile_predictions_loss: 1089.4655 - logcount_predictions_loss: 0.2160 71/2416 [..............................] - ETA: 18:31 - loss: 1100.8073 - logits_profile_predictions_loss: 1089.2104 - logcount_predictions_loss: 0.2160 72/2416 [..............................] - ETA: 18:30 - loss: 1100.5549 - logits_profile_predictions_loss: 1088.9582 - logcount_predictions_loss: 0.2160 73/2416 [..............................] - ETA: 18:30 - loss: 1100.3407 - logits_profile_predictions_loss: 1088.7447 - logcount_predictions_loss: 0.2159 74/2416 [..............................] - ETA: 18:30 - loss: 1100.1235 - logits_profile_predictions_loss: 1088.5273 - logcount_predictions_loss: 0.2159 75/2416 [..............................] - ETA: 18:29 - loss: 1099.9158 - logits_profile_predictions_loss: 1088.3194 - logcount_predictions_loss: 0.2159 76/2416 [..............................] - ETA: 18:29 - loss: 1099.7055 - logits_profile_predictions_loss: 1088.1091 - logcount_predictions_loss: 0.2159 77/2416 [..............................] - ETA: 18:29 - loss: 1099.4875 - logits_profile_predictions_loss: 1087.8913 - logcount_predictions_loss: 0.2159 78/2416 [..............................] - ETA: 18:28 - loss: 1099.2683 - logits_profile_predictions_loss: 1087.6725 - logcount_predictions_loss: 0.2159 79/2416 [..............................] - ETA: 18:28 - loss: 1099.0615 - logits_profile_predictions_loss: 1087.4663 - logcount_predictions_loss: 0.2159 80/2416 [..............................] - ETA: 18:27 - loss: 1098.8624 - logits_profile_predictions_loss: 1087.2681 - logcount_predictions_loss: 0.2159 81/2416 [>.............................] - ETA: 18:27 - loss: 1098.6783 - logits_profile_predictions_loss: 1087.0846 - logcount_predictions_loss: 0.2159 82/2416 [>.............................] - ETA: 18:26 - loss: 1098.4955 - logits_profile_predictions_loss: 1086.9032 - logcount_predictions_loss: 0.2159 83/2416 [>.............................] - ETA: 18:26 - loss: 1098.3245 - logits_profile_predictions_loss: 1086.7341 - logcount_predictions_loss: 0.2158 84/2416 [>.............................] - ETA: 18:25 - loss: 1098.1670 - logits_profile_predictions_loss: 1086.5788 - logcount_predictions_loss: 0.2158 85/2416 [>.............................] - ETA: 18:25 - loss: 1098.0161 - logits_profile_predictions_loss: 1086.4298 - logcount_predictions_loss: 0.2158 86/2416 [>.............................] - ETA: 18:24 - loss: 1097.8623 - logits_profile_predictions_loss: 1086.2778 - logcount_predictions_loss: 0.2157 87/2416 [>.............................] - ETA: 18:24 - loss: 1097.7090 - logits_profile_predictions_loss: 1086.1268 - logcount_predictions_loss: 0.2157 88/2416 [>.............................] - ETA: 18:24 - loss: 1097.5615 - logits_profile_predictions_loss: 1085.9804 - logcount_predictions_loss: 0.2157 89/2416 [>.............................] - ETA: 18:23 - loss: 1097.4090 - logits_profile_predictions_loss: 1085.8294 - logcount_predictions_loss: 0.2156 90/2416 [>.............................] - ETA: 18:23 - loss: 1097.2450 - logits_profile_predictions_loss: 1085.6664 - logcount_predictions_loss: 0.2156 91/2416 [>.............................] - ETA: 18:22 - loss: 1097.0784 - logits_profile_predictions_loss: 1085.5010 - logcount_predictions_loss: 0.2156 92/2416 [>.............................] - ETA: 18:22 - loss: 1096.9173 - logits_profile_predictions_loss: 1085.3414 - logcount_predictions_loss: 0.2156 93/2416 [>.............................] - ETA: 18:21 - loss: 1096.7565 - logits_profile_predictions_loss: 1085.1821 - logcount_predictions_loss: 0.2155 94/2416 [>.............................] - ETA: 18:21 - loss: 1096.5900 - logits_profile_predictions_loss: 1085.0173 - logcount_predictions_loss: 0.2155 95/2416 [>.............................] - ETA: 18:20 - loss: 1096.4178 - logits_profile_predictions_loss: 1084.8473 - logcount_predictions_loss: 0.2155 96/2416 [>.............................] - ETA: 18:20 - loss: 1096.2383 - logits_profile_predictions_loss: 1084.6700 - logcount_predictions_loss: 0.2154 97/2416 [>.............................] - ETA: 18:20 - loss: 1096.0576 - logits_profile_predictions_loss: 1084.4916 - logcount_predictions_loss: 0.2154 98/2416 [>.............................] - ETA: 18:19 - loss: 1095.8835 - logits_profile_predictions_loss: 1084.3198 - logcount_predictions_loss: 0.2153 99/2416 [>.............................] - ETA: 18:18 - loss: 1095.7082 - logits_profile_predictions_loss: 1084.1464 - logcount_predictions_loss: 0.2153 100/2416 [>.............................] - ETA: 18:18 - loss: 1095.5467 - logits_profile_predictions_loss: 1083.9863 - logcount_predictions_loss: 0.2153 101/2416 [>.............................] - ETA: 18:18 - loss: 1095.3878 - logits_profile_predictions_loss: 1083.8291 - logcount_predictions_loss: 0.2152 102/2416 [>.............................] - ETA: 18:17 - loss: 1095.2255 - logits_profile_predictions_loss: 1083.6686 - logcount_predictions_loss: 0.2152 103/2416 [>.............................] - ETA: 18:17 - loss: 1095.0671 - logits_profile_predictions_loss: 1083.5117 - logcount_predictions_loss: 0.2152 104/2416 [>.............................] - ETA: 18:16 - loss: 1094.9108 - logits_profile_predictions_loss: 1083.3573 - logcount_predictions_loss: 0.2151 105/2416 [>.............................] - ETA: 18:16 - loss: 1094.7536 - logits_profile_predictions_loss: 1083.2023 - logcount_predictions_loss: 0.2151 106/2416 [>.............................] - ETA: 18:15 - loss: 1094.5961 - logits_profile_predictions_loss: 1083.0467 - logcount_predictions_loss: 0.2151 107/2416 [>.............................] - ETA: 18:15 - loss: 1094.4410 - logits_profile_predictions_loss: 1082.8934 - logcount_predictions_loss: 0.2150 108/2416 [>.............................] - ETA: 18:14 - loss: 1094.2901 - logits_profile_predictions_loss: 1082.7444 - logcount_predictions_loss: 0.2150 109/2416 [>.............................] - ETA: 18:14 - loss: 1094.1380 - logits_profile_predictions_loss: 1082.5941 - logcount_predictions_loss: 0.2150 110/2416 [>.............................] - ETA: 18:14 - loss: 1093.9842 - logits_profile_predictions_loss: 1082.4421 - logcount_predictions_loss: 0.2149 111/2416 [>.............................] - ETA: 18:13 - loss: 1093.8350 - logits_profile_predictions_loss: 1082.2942 - logcount_predictions_loss: 0.2149 112/2416 [>.............................] - ETA: 18:13 - loss: 1093.6944 - logits_profile_predictions_loss: 1082.1549 - logcount_predictions_loss: 0.2149 113/2416 [>.............................] - ETA: 18:12 - loss: 1093.5493 - logits_profile_predictions_loss: 1082.0110 - logcount_predictions_loss: 0.2149 114/2416 [>.............................] - ETA: 18:12 - loss: 1093.4068 - logits_profile_predictions_loss: 1081.8698 - logcount_predictions_loss: 0.2148 115/2416 [>.............................] - ETA: 18:11 - loss: 1093.2751 - logits_profile_predictions_loss: 1081.7395 - logcount_predictions_loss: 0.2148 116/2416 [>.............................] - ETA: 18:11 - loss: 1093.1494 - logits_profile_predictions_loss: 1081.6151 - logcount_predictions_loss: 0.2148 117/2416 [>.............................] - ETA: 18:11 - loss: 1093.0222 - logits_profile_predictions_loss: 1081.4894 - logcount_predictions_loss: 0.2148 118/2416 [>.............................] - ETA: 18:10 - loss: 1092.8955 - logits_profile_predictions_loss: 1081.3642 - logcount_predictions_loss: 0.2147 119/2416 [>.............................] - ETA: 18:10 - loss: 1092.7705 - logits_profile_predictions_loss: 1081.2404 - logcount_predictions_loss: 0.2147 120/2416 [>.............................] - ETA: 18:09 - loss: 1092.6467 - logits_profile_predictions_loss: 1081.1179 - logcount_predictions_loss: 0.2147 121/2416 [>.............................] - ETA: 18:09 - loss: 1092.5304 - logits_profile_predictions_loss: 1081.0031 - logcount_predictions_loss: 0.2147 122/2416 [>.............................] - ETA: 18:08 - loss: 1092.4216 - logits_profile_predictions_loss: 1080.8957 - logcount_predictions_loss: 0.2146 123/2416 [>.............................] - ETA: 18:08 - loss: 1092.3144 - logits_profile_predictions_loss: 1080.7901 - logcount_predictions_loss: 0.2146 124/2416 [>.............................] - ETA: 18:08 - loss: 1092.2138 - logits_profile_predictions_loss: 1080.6912 - logcount_predictions_loss: 0.2146 125/2416 [>.............................] - ETA: 18:07 - loss: 1092.1063 - logits_profile_predictions_loss: 1080.5853 - logcount_predictions_loss: 0.2145 126/2416 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logcount_predictions_loss: 0.2048 2407/2416 [============================>.] - ETA: 4s - loss: 1082.5951 - logits_profile_predictions_loss: 1071.6009 - logcount_predictions_loss: 0.2048 2408/2416 [============================>.] - ETA: 3s - loss: 1082.5947 - logits_profile_predictions_loss: 1071.6006 - logcount_predictions_loss: 0.2048 2409/2416 [============================>.] - ETA: 3s - loss: 1082.5943 - logits_profile_predictions_loss: 1071.6002 - logcount_predictions_loss: 0.2047 2410/2416 [============================>.] - ETA: 2s - loss: 1082.5939 - logits_profile_predictions_loss: 1071.5999 - logcount_predictions_loss: 0.2047 2411/2416 [============================>.] - ETA: 2s - loss: 1082.5935 - logits_profile_predictions_loss: 1071.5996 - logcount_predictions_loss: 0.2047 2412/2416 [============================>.] - ETA: 1s - loss: 1082.5931 - logits_profile_predictions_loss: 1071.5993 - logcount_predictions_loss: 0.2047 2413/2416 [============================>.] - ETA: 1s - loss: 1082.5927 - logits_profile_predictions_loss: 1071.5990 - logcount_predictions_loss: 0.2047 2414/2416 [============================>.] - ETA: 0s - loss: 1082.5923 - logits_profile_predictions_loss: 1071.5987 - logcount_predictions_loss: 0.2047 2415/2416 [============================>.] - ETA: 0s - loss: 1082.5919 - logits_profile_predictions_loss: 1071.5984 - logcount_predictions_loss: 0.2047 2416/2416 [==============================] - ETA: 0s - loss: 1082.5915 - logits_profile_predictions_loss: 1071.5980 - logcount_predictions_loss: 0.2047 2416/2416 [==============================] - 1193s 494ms/step - loss: 1082.5911 - logits_profile_predictions_loss: 1071.5977 - logcount_predictions_loss: 0.2047 - val_loss: 1135.2076 - val_logits_profile_predictions_loss: 1122.4637 - val_logcount_predictions_loss: 0.2373 Epoch 00011: val_loss improved from 1136.53101 to 1135.20764, saving model to /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0/chrombpnet.h5 Epoch 12/50 1/2416 [..............................] - ETA: 20:47 - loss: 1091.6100 - logits_profile_predictions_loss: 1084.0660 - logcount_predictions_loss: 0.1405 2/2416 [..............................] - ETA: 18:58 - loss: 1082.8967 - logits_profile_predictions_loss: 1075.3856 - logcount_predictions_loss: 0.1399 3/2416 [..............................] - ETA: 18:57 - loss: 1068.8861 - logits_profile_predictions_loss: 1061.4418 - logcount_predictions_loss: 0.1386 4/2416 [..............................] - ETA: 18:55 - loss: 1065.6349 - logits_profile_predictions_loss: 1058.1155 - logcount_predictions_loss: 0.1400 5/2416 [..............................] - ETA: 18:55 - loss: 1064.7199 - logits_profile_predictions_loss: 1057.0713 - logcount_predictions_loss: 0.1424 6/2416 [..............................] - ETA: 18:54 - loss: 1065.2601 - 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loss: 1075.6801 - logits_profile_predictions_loss: 1065.3698 - logcount_predictions_loss: 0.1920 2411/2416 [============================>.] - ETA: 2s - loss: 1075.6802 - logits_profile_predictions_loss: 1065.3700 - logcount_predictions_loss: 0.1920 2412/2416 [============================>.] - ETA: 1s - loss: 1075.6803 - logits_profile_predictions_loss: 1065.3701 - logcount_predictions_loss: 0.1920 2413/2416 [============================>.] - ETA: 1s - loss: 1075.6805 - logits_profile_predictions_loss: 1065.3703 - logcount_predictions_loss: 0.1920 2414/2416 [============================>.] - ETA: 0s - loss: 1075.6806 - logits_profile_predictions_loss: 1065.3704 - logcount_predictions_loss: 0.1920 2415/2416 [============================>.] - ETA: 0s - loss: 1075.6808 - logits_profile_predictions_loss: 1065.3706 - logcount_predictions_loss: 0.1920 2416/2416 [==============================] - ETA: 0s - loss: 1075.6809 - logits_profile_predictions_loss: 1065.3707 - logcount_predictions_loss: 0.1920 2416/2416 [==============================] - 1193s 494ms/step - loss: 1075.6810 - logits_profile_predictions_loss: 1065.3708 - logcount_predictions_loss: 0.1920 - val_loss: 1137.0848 - val_logits_profile_predictions_loss: 1124.8337 - val_logcount_predictions_loss: 0.2281 Epoch 00012: val_loss did not improve from 1135.20764 Epoch 13/50 1/2416 [..............................] - ETA: 21:17 - loss: 965.8767 - logits_profile_predictions_loss: 956.7071 - logcount_predictions_loss: 0.1708 2/2416 [..............................] - ETA: 18:49 - loss: 999.1635 - logits_profile_predictions_loss: 990.4802 - logcount_predictions_loss: 0.1617 3/2416 [..............................] - ETA: 18:51 - loss: 1007.3565 - logits_profile_predictions_loss: 998.7724 - logcount_predictions_loss: 0.1599 4/2416 [..............................] - ETA: 18:54 - loss: 1014.2985 - logits_profile_predictions_loss: 1005.7930 - logcount_predictions_loss: 0.1584 5/2416 [..............................] - ETA: 18:57 - loss: 1018.5417 - logits_profile_predictions_loss: 1010.0865 - logcount_predictions_loss: 0.1575 6/2416 [..............................] - ETA: 18:58 - loss: 1021.3274 - logits_profile_predictions_loss: 1012.8472 - logcount_predictions_loss: 0.1579 7/2416 [..............................] - ETA: 18:56 - loss: 1025.2400 - logits_profile_predictions_loss: 1016.7887 - logcount_predictions_loss: 0.1574 8/2416 [..............................] - ETA: 18:56 - loss: 1029.6387 - logits_profile_predictions_loss: 1021.1869 - logcount_predictions_loss: 0.1574 9/2416 [..............................] - ETA: 18:55 - loss: 1033.1271 - logits_profile_predictions_loss: 1024.6331 - logcount_predictions_loss: 0.1582 10/2416 [..............................] - ETA: 18:56 - loss: 1034.9367 - logits_profile_predictions_loss: 1026.4182 - logcount_predictions_loss: 0.1586 11/2416 [..............................] - ETA: 18:56 - loss: 1036.3872 - 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- loss: 1071.0922 - logits_profile_predictions_loss: 1061.0531 - logcount_predictions_loss: 0.1869 2403/2416 [============================>.] - ETA: 6s - loss: 1071.0927 - logits_profile_predictions_loss: 1061.0536 - logcount_predictions_loss: 0.1869 2404/2416 [============================>.] - ETA: 5s - loss: 1071.0932 - logits_profile_predictions_loss: 1061.0542 - logcount_predictions_loss: 0.1869 2405/2416 [============================>.] - ETA: 5s - loss: 1071.0937 - logits_profile_predictions_loss: 1061.0547 - logcount_predictions_loss: 0.1869 2406/2416 [============================>.] - ETA: 4s - loss: 1071.0942 - logits_profile_predictions_loss: 1061.0553 - logcount_predictions_loss: 0.1869 2407/2416 [============================>.] - ETA: 4s - loss: 1071.0947 - logits_profile_predictions_loss: 1061.0558 - logcount_predictions_loss: 0.1869 2408/2416 [============================>.] - ETA: 3s - loss: 1071.0952 - logits_profile_predictions_loss: 1061.0564 - logcount_predictions_loss: 0.1869 2409/2416 [============================>.] - ETA: 3s - loss: 1071.0957 - logits_profile_predictions_loss: 1061.0570 - logcount_predictions_loss: 0.1869 2410/2416 [============================>.] - ETA: 2s - loss: 1071.0962 - logits_profile_predictions_loss: 1061.0575 - logcount_predictions_loss: 0.1869 2411/2416 [============================>.] - ETA: 2s - loss: 1071.0966 - logits_profile_predictions_loss: 1061.0580 - logcount_predictions_loss: 0.1869 2412/2416 [============================>.] - ETA: 1s - loss: 1071.0971 - logits_profile_predictions_loss: 1061.0586 - logcount_predictions_loss: 0.1869 2413/2416 [============================>.] - ETA: 1s - loss: 1071.0976 - logits_profile_predictions_loss: 1061.0591 - logcount_predictions_loss: 0.1869 2414/2416 [============================>.] - ETA: 0s - loss: 1071.0981 - logits_profile_predictions_loss: 1061.0597 - logcount_predictions_loss: 0.1869 2415/2416 [============================>.] - ETA: 0s - loss: 1071.0986 - logits_profile_predictions_loss: 1061.0602 - logcount_predictions_loss: 0.1869 2416/2416 [==============================] - ETA: 0s - loss: 1071.0991 - logits_profile_predictions_loss: 1061.0608 - logcount_predictions_loss: 0.1869 2416/2416 [==============================] - 1194s 494ms/step - loss: 1071.0996 - logits_profile_predictions_loss: 1061.0613 - logcount_predictions_loss: 0.1869 - val_loss: 1140.7877 - val_logits_profile_predictions_loss: 1127.4628 - val_logcount_predictions_loss: 0.2481 Epoch 00013: val_loss did not improve from 1135.20764 Epoch 14/50 1/2416 [..............................] - ETA: 21:08 - loss: 1071.2764 - logits_profile_predictions_loss: 1064.4426 - logcount_predictions_loss: 0.1273 2/2416 [..............................] - ETA: 18:43 - loss: 1068.8906 - logits_profile_predictions_loss: 1061.4783 - logcount_predictions_loss: 0.1380 3/2416 [..............................] - ETA: 18:48 - loss: 1066.0294 - logits_profile_predictions_loss: 1058.7146 - logcount_predictions_loss: 0.1362 4/2416 [..............................] - ETA: 18:52 - loss: 1063.8987 - logits_profile_predictions_loss: 1056.4032 - logcount_predictions_loss: 0.1396 5/2416 [..............................] - ETA: 18:53 - loss: 1064.1656 - logits_profile_predictions_loss: 1056.5493 - logcount_predictions_loss: 0.1418 6/2416 [..............................] - ETA: 18:51 - loss: 1061.7087 - logits_profile_predictions_loss: 1053.9792 - logcount_predictions_loss: 0.1439 7/2416 [..............................] - ETA: 18:51 - loss: 1058.6380 - logits_profile_predictions_loss: 1050.7415 - logcount_predictions_loss: 0.1470 8/2416 [..............................] - ETA: 18:52 - loss: 1055.6635 - logits_profile_predictions_loss: 1047.6620 - logcount_predictions_loss: 0.1490 9/2416 [..............................] - ETA: 18:52 - loss: 1054.4463 - logits_profile_predictions_loss: 1046.3704 - logcount_predictions_loss: 0.1504 10/2416 [..............................] - ETA: 18:54 - loss: 1054.1360 - logits_profile_predictions_loss: 1045.9850 - logcount_predictions_loss: 0.1518 11/2416 [..............................] - ETA: 18:54 - loss: 1053.9511 - logits_profile_predictions_loss: 1045.7446 - logcount_predictions_loss: 0.1528 12/2416 [..............................] - ETA: 18:53 - loss: 1053.2531 - logits_profile_predictions_loss: 1044.9714 - logcount_predictions_loss: 0.1542 13/2416 [..............................] - ETA: 18:54 - loss: 1053.2688 - logits_profile_predictions_loss: 1044.9426 - logcount_predictions_loss: 0.1551 14/2416 [..............................] - ETA: 18:53 - loss: 1054.2644 - logits_profile_predictions_loss: 1045.9080 - logcount_predictions_loss: 0.1556 15/2416 [..............................] - ETA: 18:53 - loss: 1055.0919 - logits_profile_predictions_loss: 1046.7212 - logcount_predictions_loss: 0.1559 16/2416 [..............................] - ETA: 18:52 - loss: 1055.8256 - logits_profile_predictions_loss: 1047.4245 - 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loss: 1070.1318 - logits_profile_predictions_loss: 1060.7729 - logcount_predictions_loss: 0.1743 2415/2416 [============================>.] - ETA: 0s - loss: 1070.1315 - logits_profile_predictions_loss: 1060.7726 - logcount_predictions_loss: 0.1743 2416/2416 [==============================] - ETA: 0s - loss: 1070.1313 - logits_profile_predictions_loss: 1060.7723 - logcount_predictions_loss: 0.1743 2416/2416 [==============================] - 1194s 494ms/step - loss: 1070.1311 - logits_profile_predictions_loss: 1060.7721 - logcount_predictions_loss: 0.1743 - val_loss: 1136.8193 - val_logits_profile_predictions_loss: 1124.5867 - val_logcount_predictions_loss: 0.2278 Epoch 00014: val_loss did not improve from 1135.20764 Epoch 15/50 1/2416 [..............................] - ETA: 20:32 - loss: 1005.4271 - logits_profile_predictions_loss: 979.9153 - logcount_predictions_loss: 0.4751 2/2416 [..............................] - ETA: 19:12 - loss: 1042.6111 - logits_profile_predictions_loss: 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ETA: 18:59 - loss: 1061.6418 - logits_profile_predictions_loss: 1047.3073 - logcount_predictions_loss: 0.2669 10/2416 [..............................] - ETA: 18:59 - loss: 1062.9216 - logits_profile_predictions_loss: 1048.9078 - logcount_predictions_loss: 0.2610 11/2416 [..............................] - ETA: 18:59 - loss: 1063.4569 - logits_profile_predictions_loss: 1049.7336 - logcount_predictions_loss: 0.2556 12/2416 [..............................] - ETA: 19:00 - loss: 1064.5362 - logits_profile_predictions_loss: 1051.0828 - logcount_predictions_loss: 0.2505 13/2416 [..............................] - ETA: 18:59 - loss: 1065.4842 - logits_profile_predictions_loss: 1052.2785 - logcount_predictions_loss: 0.2459 14/2416 [..............................] - ETA: 18:58 - loss: 1066.6406 - logits_profile_predictions_loss: 1053.6322 - logcount_predictions_loss: 0.2422 15/2416 [..............................] - ETA: 18:57 - loss: 1067.4480 - logits_profile_predictions_loss: 1054.6206 - 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logcount_predictions_loss: 0.1636 2407/2416 [============================>.] - ETA: 4s - loss: 1064.5978 - logits_profile_predictions_loss: 1055.8112 - logcount_predictions_loss: 0.1636 2408/2416 [============================>.] - ETA: 3s - loss: 1064.5968 - logits_profile_predictions_loss: 1055.8102 - logcount_predictions_loss: 0.1636 2409/2416 [============================>.] - ETA: 3s - loss: 1064.5957 - logits_profile_predictions_loss: 1055.8092 - logcount_predictions_loss: 0.1636 2410/2416 [============================>.] - ETA: 2s - loss: 1064.5947 - logits_profile_predictions_loss: 1055.8082 - logcount_predictions_loss: 0.1636 2411/2416 [============================>.] - ETA: 2s - loss: 1064.5936 - logits_profile_predictions_loss: 1055.8072 - logcount_predictions_loss: 0.1636 2412/2416 [============================>.] - ETA: 1s - loss: 1064.5926 - logits_profile_predictions_loss: 1055.8061 - logcount_predictions_loss: 0.1636 2413/2416 [============================>.] - ETA: 1s - loss: 1064.5915 - logits_profile_predictions_loss: 1055.8051 - logcount_predictions_loss: 0.1636 2414/2416 [============================>.] - ETA: 0s - loss: 1064.5905 - logits_profile_predictions_loss: 1055.8041 - logcount_predictions_loss: 0.1636 2415/2416 [============================>.] - ETA: 0s - loss: 1064.5894 - logits_profile_predictions_loss: 1055.8031 - logcount_predictions_loss: 0.1636 2416/2416 [==============================] - ETA: 0s - loss: 1064.5884 - logits_profile_predictions_loss: 1055.8021 - logcount_predictions_loss: 0.1636 2416/2416 [==============================] - 1195s 495ms/step - loss: 1064.5873 - logits_profile_predictions_loss: 1055.8011 - logcount_predictions_loss: 0.1636 - val_loss: 1140.2936 - val_logits_profile_predictions_loss: 1128.0166 - val_logcount_predictions_loss: 0.2286 Epoch 00015: val_loss did not improve from 1135.20764 Epoch 16/50 1/2416 [..............................] - ETA: 20:30 - loss: 960.8062 - logits_profile_predictions_loss: 951.9312 - logcount_predictions_loss: 0.1653 2/2416 [..............................] - ETA: 19:09 - loss: 965.3214 - logits_profile_predictions_loss: 956.5002 - logcount_predictions_loss: 0.1643 3/2416 [..............................] - ETA: 19:09 - loss: 977.0754 - logits_profile_predictions_loss: 968.2130 - logcount_predictions_loss: 0.1650 4/2416 [..............................] - ETA: 19:01 - loss: 973.0887 - logits_profile_predictions_loss: 964.1032 - logcount_predictions_loss: 0.1673 5/2416 [..............................] - ETA: 18:59 - loss: 976.3367 - logits_profile_predictions_loss: 967.4400 - logcount_predictions_loss: 0.1657 6/2416 [..............................] - ETA: 19:02 - loss: 980.4954 - logits_profile_predictions_loss: 971.6078 - logcount_predictions_loss: 0.1655 7/2416 [..............................] - ETA: 19:01 - loss: 984.1304 - logits_profile_predictions_loss: 975.2630 - logcount_predictions_loss: 0.1651 8/2416 [..............................] - ETA: 18:59 - loss: 987.3522 - logits_profile_predictions_loss: 978.4512 - logcount_predictions_loss: 0.1658 9/2416 [..............................] - ETA: 18:58 - loss: 990.3108 - logits_profile_predictions_loss: 981.3862 - logcount_predictions_loss: 0.1662 10/2416 [..............................] - ETA: 18:57 - loss: 993.2860 - logits_profile_predictions_loss: 984.3619 - logcount_predictions_loss: 0.1662 11/2416 [..............................] - ETA: 18:57 - loss: 995.6268 - logits_profile_predictions_loss: 986.6838 - logcount_predictions_loss: 0.1665 12/2416 [..............................] - ETA: 18:57 - loss: 997.8844 - logits_profile_predictions_loss: 988.9470 - logcount_predictions_loss: 0.1664 13/2416 [..............................] - ETA: 18:56 - loss: 999.9847 - logits_profile_predictions_loss: 991.0665 - logcount_predictions_loss: 0.1661 14/2416 [..............................] - ETA: 18:56 - loss: 1001.6876 - logits_profile_predictions_loss: 992.7885 - logcount_predictions_loss: 0.1657 15/2416 [..............................] - ETA: 18:55 - loss: 1003.1919 - logits_profile_predictions_loss: 994.3133 - logcount_predictions_loss: 0.1653 16/2416 [..............................] - ETA: 18:55 - loss: 1004.2036 - logits_profile_predictions_loss: 995.3343 - logcount_predictions_loss: 0.1652 17/2416 [..............................] - ETA: 18:54 - loss: 1005.2165 - logits_profile_predictions_loss: 996.3646 - logcount_predictions_loss: 0.1648 18/2416 [..............................] - ETA: 18:54 - loss: 1006.0293 - logits_profile_predictions_loss: 997.1998 - logcount_predictions_loss: 0.1644 19/2416 [..............................] - ETA: 18:54 - loss: 1006.8806 - logits_profile_predictions_loss: 998.0687 - logcount_predictions_loss: 0.1641 20/2416 [..............................] - ETA: 18:54 - loss: 1007.5733 - logits_profile_predictions_loss: 998.7689 - logcount_predictions_loss: 0.1640 21/2416 [..............................] - ETA: 18:54 - loss: 1008.0416 - 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ETA: 42s - loss: 1053.9802 - logits_profile_predictions_loss: 1045.5347 - logcount_predictions_loss: 0.1573 2328/2416 [===========================>..] - ETA: 41s - loss: 1053.9816 - logits_profile_predictions_loss: 1045.5362 - logcount_predictions_loss: 0.1573 2329/2416 [===========================>..] - ETA: 41s - loss: 1053.9831 - logits_profile_predictions_loss: 1045.5376 - logcount_predictions_loss: 0.1573 2330/2416 [===========================>..] - ETA: 41s - loss: 1053.9846 - logits_profile_predictions_loss: 1045.5391 - logcount_predictions_loss: 0.1573 2331/2416 [===========================>..] - ETA: 40s - loss: 1053.9861 - logits_profile_predictions_loss: 1045.5406 - logcount_predictions_loss: 0.1573 2332/2416 [===========================>..] - ETA: 40s - loss: 1053.9876 - logits_profile_predictions_loss: 1045.5420 - logcount_predictions_loss: 0.1573 2333/2416 [===========================>..] - ETA: 39s - loss: 1053.9890 - logits_profile_predictions_loss: 1045.5435 - logcount_predictions_loss: 0.1573 2334/2416 [===========================>..] - ETA: 39s - loss: 1053.9905 - logits_profile_predictions_loss: 1045.5450 - logcount_predictions_loss: 0.1573 2335/2416 [===========================>..] - ETA: 38s - loss: 1053.9920 - logits_profile_predictions_loss: 1045.5465 - logcount_predictions_loss: 0.1573 2336/2416 [============================>.] - ETA: 38s - loss: 1053.9935 - logits_profile_predictions_loss: 1045.5480 - logcount_predictions_loss: 0.1573 2337/2416 [============================>.] - ETA: 37s - loss: 1053.9950 - logits_profile_predictions_loss: 1045.5495 - logcount_predictions_loss: 0.1573 2338/2416 [============================>.] - ETA: 37s - loss: 1053.9965 - logits_profile_predictions_loss: 1045.5509 - logcount_predictions_loss: 0.1573 2339/2416 [============================>.] - ETA: 36s - loss: 1053.9980 - logits_profile_predictions_loss: 1045.5524 - logcount_predictions_loss: 0.1573 2340/2416 [============================>.] - ETA: 36s - loss: 1053.9994 - logits_profile_predictions_loss: 1045.5538 - logcount_predictions_loss: 0.1573 2341/2416 [============================>.] - ETA: 35s - loss: 1054.0009 - logits_profile_predictions_loss: 1045.5552 - logcount_predictions_loss: 0.1573 2342/2416 [============================>.] - ETA: 35s - loss: 1054.0023 - logits_profile_predictions_loss: 1045.5567 - logcount_predictions_loss: 0.1573 2343/2416 [============================>.] - ETA: 34s - loss: 1054.0038 - logits_profile_predictions_loss: 1045.5581 - logcount_predictions_loss: 0.1573 2344/2416 [============================>.] - ETA: 34s - loss: 1054.0052 - logits_profile_predictions_loss: 1045.5596 - logcount_predictions_loss: 0.1573 2345/2416 [============================>.] - ETA: 33s - loss: 1054.0067 - logits_profile_predictions_loss: 1045.5610 - logcount_predictions_loss: 0.1573 2346/2416 [============================>.] - ETA: 33s - loss: 1054.0081 - logits_profile_predictions_loss: 1045.5625 - logcount_predictions_loss: 0.1573 2347/2416 [============================>.] - ETA: 32s - loss: 1054.0096 - logits_profile_predictions_loss: 1045.5639 - logcount_predictions_loss: 0.1573 2348/2416 [============================>.] - ETA: 32s - loss: 1054.0110 - logits_profile_predictions_loss: 1045.5653 - logcount_predictions_loss: 0.1573 2349/2416 [============================>.] - ETA: 31s - loss: 1054.0124 - logits_profile_predictions_loss: 1045.5667 - logcount_predictions_loss: 0.1573 2350/2416 [============================>.] - ETA: 31s - loss: 1054.0138 - logits_profile_predictions_loss: 1045.5681 - logcount_predictions_loss: 0.1573 2351/2416 [============================>.] - ETA: 30s - loss: 1054.0153 - logits_profile_predictions_loss: 1045.5696 - logcount_predictions_loss: 0.1573 2352/2416 [============================>.] - ETA: 30s - loss: 1054.0167 - logits_profile_predictions_loss: 1045.5710 - logcount_predictions_loss: 0.1573 2353/2416 [============================>.] - ETA: 30s - loss: 1054.0181 - logits_profile_predictions_loss: 1045.5724 - logcount_predictions_loss: 0.1573 2354/2416 [============================>.] - ETA: 29s - loss: 1054.0196 - logits_profile_predictions_loss: 1045.5738 - logcount_predictions_loss: 0.1573 2355/2416 [============================>.] - ETA: 29s - loss: 1054.0210 - logits_profile_predictions_loss: 1045.5752 - logcount_predictions_loss: 0.1573 2356/2416 [============================>.] - ETA: 28s - loss: 1054.0224 - logits_profile_predictions_loss: 1045.5767 - logcount_predictions_loss: 0.1573 2357/2416 [============================>.] - ETA: 28s - loss: 1054.0239 - logits_profile_predictions_loss: 1045.5781 - logcount_predictions_loss: 0.1573 2358/2416 [============================>.] - ETA: 27s - loss: 1054.0253 - logits_profile_predictions_loss: 1045.5795 - logcount_predictions_loss: 0.1573 2359/2416 [============================>.] - ETA: 27s - loss: 1054.0267 - logits_profile_predictions_loss: 1045.5809 - logcount_predictions_loss: 0.1573 2360/2416 [============================>.] - ETA: 26s - loss: 1054.0281 - logits_profile_predictions_loss: 1045.5823 - logcount_predictions_loss: 0.1573 2361/2416 [============================>.] - ETA: 26s - loss: 1054.0296 - logits_profile_predictions_loss: 1045.5837 - logcount_predictions_loss: 0.1573 2362/2416 [============================>.] - ETA: 25s - loss: 1054.0310 - logits_profile_predictions_loss: 1045.5851 - logcount_predictions_loss: 0.1573 2363/2416 [============================>.] - ETA: 25s - loss: 1054.0324 - logits_profile_predictions_loss: 1045.5865 - logcount_predictions_loss: 0.1573 2364/2416 [============================>.] - ETA: 24s - loss: 1054.0338 - logits_profile_predictions_loss: 1045.5880 - logcount_predictions_loss: 0.1573 2365/2416 [============================>.] - ETA: 24s - loss: 1054.0353 - logits_profile_predictions_loss: 1045.5894 - logcount_predictions_loss: 0.1573 2366/2416 [============================>.] - ETA: 23s - loss: 1054.0367 - logits_profile_predictions_loss: 1045.5908 - logcount_predictions_loss: 0.1573 2367/2416 [============================>.] - ETA: 23s - loss: 1054.0381 - logits_profile_predictions_loss: 1045.5922 - logcount_predictions_loss: 0.1573 2368/2416 [============================>.] - ETA: 22s - loss: 1054.0395 - logits_profile_predictions_loss: 1045.5937 - logcount_predictions_loss: 0.1573 2369/2416 [============================>.] - ETA: 22s - loss: 1054.0410 - logits_profile_predictions_loss: 1045.5951 - logcount_predictions_loss: 0.1573 2370/2416 [============================>.] - ETA: 21s - loss: 1054.0424 - logits_profile_predictions_loss: 1045.5965 - logcount_predictions_loss: 0.1573 2371/2416 [============================>.] - ETA: 21s - loss: 1054.0439 - logits_profile_predictions_loss: 1045.5979 - logcount_predictions_loss: 0.1573 2372/2416 [============================>.] - ETA: 20s - loss: 1054.0453 - logits_profile_predictions_loss: 1045.5994 - logcount_predictions_loss: 0.1573 2373/2416 [============================>.] - ETA: 20s - loss: 1054.0467 - logits_profile_predictions_loss: 1045.6008 - logcount_predictions_loss: 0.1573 2374/2416 [============================>.] - ETA: 20s - loss: 1054.0482 - logits_profile_predictions_loss: 1045.6022 - logcount_predictions_loss: 0.1573 2375/2416 [============================>.] - ETA: 19s - loss: 1054.0496 - logits_profile_predictions_loss: 1045.6037 - logcount_predictions_loss: 0.1573 2376/2416 [============================>.] - ETA: 19s - loss: 1054.0511 - logits_profile_predictions_loss: 1045.6051 - logcount_predictions_loss: 0.1573 2377/2416 [============================>.] - ETA: 18s - loss: 1054.0525 - logits_profile_predictions_loss: 1045.6065 - logcount_predictions_loss: 0.1573 2378/2416 [============================>.] - ETA: 18s - loss: 1054.0540 - logits_profile_predictions_loss: 1045.6080 - logcount_predictions_loss: 0.1573 2379/2416 [============================>.] - ETA: 17s - loss: 1054.0555 - logits_profile_predictions_loss: 1045.6095 - logcount_predictions_loss: 0.1573 2380/2416 [============================>.] - ETA: 17s - loss: 1054.0569 - logits_profile_predictions_loss: 1045.6109 - logcount_predictions_loss: 0.1573 2381/2416 [============================>.] - ETA: 16s - loss: 1054.0584 - logits_profile_predictions_loss: 1045.6124 - logcount_predictions_loss: 0.1573 2382/2416 [============================>.] - ETA: 16s - loss: 1054.0599 - logits_profile_predictions_loss: 1045.6138 - logcount_predictions_loss: 0.1573 2383/2416 [============================>.] - ETA: 15s - loss: 1054.0613 - logits_profile_predictions_loss: 1045.6153 - logcount_predictions_loss: 0.1573 2384/2416 [============================>.] - ETA: 15s - loss: 1054.0628 - logits_profile_predictions_loss: 1045.6167 - logcount_predictions_loss: 0.1573 2385/2416 [============================>.] - ETA: 14s - loss: 1054.0643 - logits_profile_predictions_loss: 1045.6182 - logcount_predictions_loss: 0.1573 2386/2416 [============================>.] - ETA: 14s - loss: 1054.0657 - logits_profile_predictions_loss: 1045.6196 - logcount_predictions_loss: 0.1573 2387/2416 [============================>.] - ETA: 13s - loss: 1054.0672 - logits_profile_predictions_loss: 1045.6211 - logcount_predictions_loss: 0.1573 2388/2416 [============================>.] - ETA: 13s - loss: 1054.0687 - logits_profile_predictions_loss: 1045.6225 - logcount_predictions_loss: 0.1573 2389/2416 [============================>.] - ETA: 12s - loss: 1054.0701 - logits_profile_predictions_loss: 1045.6240 - logcount_predictions_loss: 0.1573 2390/2416 [============================>.] - ETA: 12s - loss: 1054.0716 - logits_profile_predictions_loss: 1045.6254 - logcount_predictions_loss: 0.1573 2391/2416 [============================>.] - ETA: 11s - loss: 1054.0730 - logits_profile_predictions_loss: 1045.6268 - logcount_predictions_loss: 0.1573 2392/2416 [============================>.] - ETA: 11s - loss: 1054.0744 - logits_profile_predictions_loss: 1045.6282 - logcount_predictions_loss: 0.1573 2393/2416 [============================>.] - ETA: 10s - loss: 1054.0758 - logits_profile_predictions_loss: 1045.6296 - logcount_predictions_loss: 0.1573 2394/2416 [============================>.] - ETA: 10s - loss: 1054.0773 - logits_profile_predictions_loss: 1045.6311 - logcount_predictions_loss: 0.1573 2395/2416 [============================>.] - ETA: 10s - loss: 1054.0787 - logits_profile_predictions_loss: 1045.6325 - logcount_predictions_loss: 0.1573 2396/2416 [============================>.] - ETA: 9s - loss: 1054.0801 - logits_profile_predictions_loss: 1045.6339 - logcount_predictions_loss: 0.1573  2397/2416 [============================>.] - ETA: 9s - loss: 1054.0815 - logits_profile_predictions_loss: 1045.6353 - logcount_predictions_loss: 0.1573 2398/2416 [============================>.] - ETA: 8s - loss: 1054.0830 - logits_profile_predictions_loss: 1045.6367 - logcount_predictions_loss: 0.1573 2399/2416 [============================>.] - ETA: 8s - loss: 1054.0844 - logits_profile_predictions_loss: 1045.6381 - logcount_predictions_loss: 0.1573 2400/2416 [============================>.] - ETA: 7s - loss: 1054.0858 - logits_profile_predictions_loss: 1045.6395 - logcount_predictions_loss: 0.1573 2401/2416 [============================>.] - ETA: 7s - loss: 1054.0872 - logits_profile_predictions_loss: 1045.6410 - logcount_predictions_loss: 0.1573 2402/2416 [============================>.] - ETA: 6s - loss: 1054.0887 - logits_profile_predictions_loss: 1045.6424 - logcount_predictions_loss: 0.1573 2403/2416 [============================>.] - ETA: 6s - loss: 1054.0901 - logits_profile_predictions_loss: 1045.6438 - logcount_predictions_loss: 0.1573 2404/2416 [============================>.] - ETA: 5s - loss: 1054.0915 - logits_profile_predictions_loss: 1045.6452 - logcount_predictions_loss: 0.1573 2405/2416 [============================>.] - ETA: 5s - loss: 1054.0929 - logits_profile_predictions_loss: 1045.6466 - logcount_predictions_loss: 0.1573 2406/2416 [============================>.] - ETA: 4s - loss: 1054.0944 - logits_profile_predictions_loss: 1045.6480 - logcount_predictions_loss: 0.1573 2407/2416 [============================>.] - ETA: 4s - loss: 1054.0958 - logits_profile_predictions_loss: 1045.6495 - logcount_predictions_loss: 0.1573 2408/2416 [============================>.] - ETA: 3s - loss: 1054.0972 - logits_profile_predictions_loss: 1045.6509 - logcount_predictions_loss: 0.1573 2409/2416 [============================>.] - ETA: 3s - loss: 1054.0987 - logits_profile_predictions_loss: 1045.6523 - logcount_predictions_loss: 0.1573 2410/2416 [============================>.] - ETA: 2s - loss: 1054.1001 - logits_profile_predictions_loss: 1045.6538 - logcount_predictions_loss: 0.1573 2411/2416 [============================>.] - ETA: 2s - loss: 1054.1016 - logits_profile_predictions_loss: 1045.6552 - logcount_predictions_loss: 0.1573 2412/2416 [============================>.] - ETA: 1s - loss: 1054.1031 - logits_profile_predictions_loss: 1045.6567 - logcount_predictions_loss: 0.1573 2413/2416 [============================>.] - ETA: 1s - loss: 1054.1045 - logits_profile_predictions_loss: 1045.6581 - logcount_predictions_loss: 0.1573 2414/2416 [============================>.] - ETA: 0s - loss: 1054.1060 - logits_profile_predictions_loss: 1045.6596 - logcount_predictions_loss: 0.1573 2415/2416 [============================>.] - ETA: 0s - loss: 1054.1074 - logits_profile_predictions_loss: 1045.6610 - logcount_predictions_loss: 0.1573 2416/2416 [==============================] - ETA: 0s - loss: 1054.1089 - logits_profile_predictions_loss: 1045.6625 - logcount_predictions_loss: 0.1573 2416/2416 [==============================] - 1194s 494ms/step - loss: 1054.1103 - logits_profile_predictions_loss: 1045.6639 - logcount_predictions_loss: 0.1573 - val_loss: 1143.9681 - val_logits_profile_predictions_loss: 1131.5654 - val_logcount_predictions_loss: 0.2310 Epoch 00016: val_loss did not improve from 1135.20764 Restoring model weights from the end of the best epoch. Epoch 00016: early stopping save model save model without bias 2023-03-25_06-43-37: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.peaks.bed \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//chrombpnet \ --batch_size=256 \ --model_h5=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(43342, 10) loading nonpeaks... got split:test for bed regions:(43342, 10) 0/339 100/339 200/339 300/339 2023-03-25_06-51-51: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.peaks.bed \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(43342, 10) loading nonpeaks... got split:test for bed regions:(43342, 10) 0/339 100/339 200/339 300/339 2023-03-25_06-58-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.peaks.bed \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ --chr_fold_path=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//bias \ --batch_size=256 \ --model_h5=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(43342, 10) loading nonpeaks... got split:test for bed regions:(43342, 10) 0/339 100/339 200/339 300/339 2023-03-25_07-02-03: mkdir /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//footprints 2023-03-25_07-02-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ -r /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ -chr chr1 \ -m /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/40 [..............................] - ETA: 5:39 3/40 [=>............................] - ETA: 23s  4/40 [==>...........................] - ETA: 30s 5/40 [==>...........................] - ETA: 32s 6/40 [===>..........................] - ETA: 34s 7/40 [====>.........................] - ETA: 34s 8/40 [=====>........................] - ETA: 34s 9/40 [=====>........................] - ETA: 33s 10/40 [======>.......................] - ETA: 33s 11/40 [=======>......................] - ETA: 32s 12/40 [========>.....................] - ETA: 31s 13/40 [========>.....................] - ETA: 30s 14/40 [=========>....................] - ETA: 29s 15/40 [==========>...................] - ETA: 28s 16/40 [===========>..................] - ETA: 27s 17/40 [===========>..................] - ETA: 26s 18/40 [============>.................] - ETA: 25s 19/40 [=============>................] - ETA: 24s 20/40 [==============>...............] - ETA: 23s 21/40 [==============>...............] - ETA: 22s 22/40 [===============>..............] - ETA: 21s 23/40 [================>.............] - ETA: 20s 24/40 [=================>............] - ETA: 19s 25/40 [=================>............] - ETA: 17s 26/40 [==================>...........] - ETA: 16s 27/40 [===================>..........] - ETA: 15s 28/40 [====================>.........] - ETA: 14s 29/40 [====================>.........] - ETA: 13s 30/40 [=====================>........] - ETA: 12s 31/40 [======================>.......] - ETA: 10s 32/40 [=======================>......] - ETA: 9s  33/40 [=======================>......] - ETA: 8s 34/40 [========================>.....] - ETA: 7s 35/40 [=========================>....] - ETA: 6s 36/40 [==========================>...] - ETA: 4s 37/40 [==========================>...] - ETA: 3s 38/40 [===========================>..] - ETA: 2s 39/40 [============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 58s 1s/step 1/40 [..............................] - ETA: 2s 2/40 [>.............................] - ETA: 47s 3/40 [=>............................] - ETA: 46s 4/40 [==>...........................] - ETA: 45s 5/40 [==>...........................] - ETA: 44s 6/40 [===>..........................] - ETA: 42s 7/40 [====>.........................] - ETA: 41s 8/40 [=====>........................] - ETA: 40s 9/40 [=====>........................] - ETA: 39s 10/40 [======>.......................] - ETA: 37s 11/40 [=======>......................] - ETA: 36s 12/40 [========>.....................] - ETA: 35s 13/40 [========>.....................] - ETA: 33s 14/40 [=========>....................] - ETA: 32s 15/40 [==========>...................] - ETA: 31s 16/40 [===========>..................] - ETA: 30s 17/40 [===========>..................] - ETA: 28s 18/40 [============>.................] - ETA: 27s 19/40 [=============>................] - ETA: 26s 20/40 [==============>...............] - ETA: 25s 21/40 [==============>...............] - ETA: 23s 22/40 [===============>..............] - ETA: 22s 23/40 [================>.............] - ETA: 21s 24/40 [=================>............] - ETA: 20s 25/40 [=================>............] - ETA: 18s 26/40 [==================>...........] - ETA: 17s 27/40 [===================>..........] - ETA: 16s 28/40 [====================>.........] - ETA: 15s 29/40 [====================>.........] - ETA: 13s 30/40 [=====================>........] - ETA: 12s 31/40 [======================>.......] - ETA: 11s 32/40 [=======================>......] - ETA: 10s 33/40 [=======================>......] - ETA: 8s  34/40 [========================>.....] - ETA: 7s 35/40 [=========================>....] - ETA: 6s 36/40 [==========================>...] - ETA: 5s 37/40 [==========================>...] - ETA: 3s 38/40 [===========================>..] - ETA: 2s 39/40 [============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 49s 1s/step inserting motif: dnase_2 TGTACTTACGAA 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 47s 3/40 [=>............................] - ETA: 46s 4/40 [==>...........................] - ETA: 45s 5/40 [==>...........................] - ETA: 44s 6/40 [===>..........................] - ETA: 42s 7/40 [====>.........................] - ETA: 41s 8/40 [=====>........................] - ETA: 40s 9/40 [=====>........................] - ETA: 39s 10/40 [======>.......................] - ETA: 37s 11/40 [=======>......................] - ETA: 36s 12/40 [========>.....................] - ETA: 35s 13/40 [========>.....................] - ETA: 34s 14/40 [=========>....................] - ETA: 32s 15/40 [==========>...................] - ETA: 31s 16/40 [===========>..................] - ETA: 30s 17/40 [===========>..................] - ETA: 29s 18/40 [============>.................] - ETA: 27s 19/40 [=============>................] - ETA: 26s 20/40 [==============>...............] - ETA: 25s 21/40 [==============>...............] - ETA: 23s 22/40 [===============>..............] - ETA: 22s 23/40 [================>.............] - ETA: 21s 24/40 [=================>............] - ETA: 20s 25/40 [=================>............] - ETA: 18s 26/40 [==================>...........] - ETA: 17s 27/40 [===================>..........] - ETA: 16s 28/40 [====================>.........] - ETA: 15s 29/40 [====================>.........] - ETA: 13s 30/40 [=====================>........] - ETA: 12s 31/40 [======================>.......] - ETA: 11s 32/40 [=======================>......] - ETA: 10s 33/40 [=======================>......] - ETA: 8s  34/40 [========================>.....] - ETA: 7s 35/40 [=========================>....] - ETA: 6s 36/40 [==========================>...] - ETA: 5s 37/40 [==========================>...] - ETA: 3s 38/40 [===========================>..] - ETA: 2s 39/40 [============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 49s 1s/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 48s 3/40 [=>............................] - ETA: 46s 4/40 [==>...........................] - ETA: 45s 5/40 [==>...........................] - ETA: 44s 6/40 [===>..........................] - ETA: 42s 7/40 [====>.........................] - ETA: 41s 8/40 [=====>........................] - ETA: 40s 9/40 [=====>........................] - ETA: 39s 10/40 [======>.......................] - ETA: 37s 11/40 [=======>......................] - ETA: 36s 12/40 [========>.....................] - ETA: 35s 13/40 [========>.....................] - ETA: 34s 14/40 [=========>....................] - ETA: 32s 15/40 [==========>...................] - ETA: 31s 16/40 [===========>..................] - ETA: 30s 17/40 [===========>..................] - ETA: 28s 18/40 [============>.................] - ETA: 27s 19/40 [=============>................] - ETA: 26s 20/40 [==============>...............] - ETA: 25s 21/40 [==============>...............] - ETA: 23s 22/40 [===============>..............] - ETA: 22s 23/40 [================>.............] - ETA: 21s 24/40 [=================>............] - ETA: 20s 25/40 [=================>............] - ETA: 18s 26/40 [==================>...........] - ETA: 17s 27/40 [===================>..........] - ETA: 16s 28/40 [====================>.........] - ETA: 15s 29/40 [====================>.........] - ETA: 13s 30/40 [=====================>........] - ETA: 12s 31/40 [======================>.......] - ETA: 11s 32/40 [=======================>......] - ETA: 10s 33/40 [=======================>......] - ETA: 8s  34/40 [========================>.....] - ETA: 7s 35/40 [=========================>....] - ETA: 6s 36/40 [==========================>...] - ETA: 5s 37/40 [==========================>...] - ETA: 3s 38/40 [===========================>..] - ETA: 2s 39/40 [============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 49s 1s/step Saving marginal footprints 2023-03-25_07-05-55: mkdir /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//footprints 2023-03-25_07-05-55: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/reference/hg38.genome.fa \ -r /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//filtered.nonpeaks.bed \ -chr chr1 \ -m /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//bias_model_scaled.h5 \ -bs 512 \ -o /oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//chrombpnet_model_feb15_fold_0//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/40 [..............................] - ETA: 1:52 3/40 [=>............................] - ETA: 1s  4/40 [==>...........................] - ETA: 2s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 7s 94ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 3s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 1s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 4s 92ms/step inserting motif: dnase_2 TGTACTTACGAA 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 3s 7/40 [====>.........................] - ETA: 3s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 [============>.................] - ETA: 2s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 1s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 4s 92ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 3s 7/40 [====>.........................] - ETA: 3s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 [============>.................] - ETA: 2s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 1s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 4s 92ms/step Saving marginal footprints