DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json Mon Oct 17 00:46:42 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:C5:00.0 Off | N/A | | 32% 34C P8 24W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-17_00-46-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR173YSO//preprocessing/bigWigs/ENCSR173YSO.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR173YSO//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR173YSO//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_2/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr5', 'chr6', 'chr8', 'chr9', 'chr10', 'chr13', 'chr14', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chrX', 'chr22', 'chr7'] Number of peaks input: 163671 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 163671 Number of peaks input: 36329 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 36329 Number of non peaks input: 166482 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 166482 Number of non peaks input: 33517 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 33517 Number of peaks after removing outliers: 161867 Number of nonpeaks after removing outliers: 148614 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 4582/4645 [============================>.] - ETA: 0s 4591/4645 [============================>.] - ETA: 0s 4600/4645 [============================>.] - ETA: 0s 4609/4645 [============================>.] - ETA: 0s 4618/4645 [============================>.] - ETA: 0s 4626/4645 [============================>.] - ETA: 0s 4635/4645 [============================>.] - ETA: 0s 4643/4645 [============================>.] - ETA: 0s 4645/4645 [==============================] - ETA: 0s 4645/4645 [==============================] - 91s 12ms/step 2022-10-17_00-54-09: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR173YSO//preprocessing/bigWigs/ENCSR173YSO.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '13.2', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(148079, 10) loading nonpeaks... got split:train for bed regions:(133745, 10) loading peaks... got split:valid for bed regions:(13788, 10) loading nonpeaks... got split:valid for bed regions:(14869, 10) Epoch 1/50 1/2546 [..............................] - ETA: 173:32:20 - loss: 531.7248 - logits_profile_predictions_loss: 510.8136 - logcount_predictions_loss: 1.5842 2/2546 [..............................] - ETA: 13:19 - loss: 1181.0036 - logits_profile_predictions_loss: 514.0572 - logcount_predictions_loss: 50.5262  3/2546 [..............................] - ETA: 13:09 - loss: 1242.7167 - logits_profile_predictions_loss: 504.9132 - logcount_predictions_loss: 55.8942 4/2546 [..............................] - ETA: 13:05 - loss: 1226.9512 - logits_profile_predictions_loss: 507.0984 - logcount_predictions_loss: 54.5343 5/2546 [..............................] - ETA: 13:03 - loss: 1190.3007 - logits_profile_predictions_loss: 507.1240 - logcount_predictions_loss: 51.7558 6/2546 [..............................] - ETA: 13:01 - loss: 1151.6665 - logits_profile_predictions_loss: 507.1928 - logcount_predictions_loss: 48.8238 7/2546 [..............................] - ETA: 12:59 - loss: 1114.6149 - logits_profile_predictions_loss: 506.6509 - logcount_predictions_loss: 46.0579 8/2546 [..............................] - ETA: 12:58 - loss: 1080.7271 - logits_profile_predictions_loss: 505.9619 - logcount_predictions_loss: 43.5428 9/2546 [..............................] - ETA: 12:57 - loss: 1050.0278 - logits_profile_predictions_loss: 505.0962 - logcount_predictions_loss: 41.2827 10/2546 [..............................] - ETA: 12:56 - loss: 1023.0196 - logits_profile_predictions_loss: 504.7605 - logcount_predictions_loss: 39.2621 11/2546 [..............................] - ETA: 12:55 - loss: 998.5531 - logits_profile_predictions_loss: 504.2760 - logcount_predictions_loss: 37.4452  12/2546 [..............................] - ETA: 12:54 - loss: 976.1376 - logits_profile_predictions_loss: 503.5042 - logcount_predictions_loss: 35.8056 13/2546 [..............................] - ETA: 12:53 - loss: 956.1013 - logits_profile_predictions_loss: 503.0440 - logcount_predictions_loss: 34.3225 14/2546 [..............................] - ETA: 12:52 - loss: 937.8425 - logits_profile_predictions_loss: 502.5821 - logcount_predictions_loss: 32.9743 15/2546 [..............................] - ETA: 12:52 - loss: 921.5993 - logits_profile_predictions_loss: 502.5574 - logcount_predictions_loss: 31.7456 16/2546 [..............................] - ETA: 12:51 - loss: 906.7587 - logits_profile_predictions_loss: 502.5845 - logcount_predictions_loss: 30.6193 17/2546 [..............................] - ETA: 12:50 - loss: 893.1602 - logits_profile_predictions_loss: 502.6612 - logcount_predictions_loss: 29.5833 18/2546 [..............................] - ETA: 12:50 - loss: 880.6702 - logits_profile_predictions_loss: 502.7951 - logcount_predictions_loss: 28.6269 19/2546 [..............................] - ETA: 12:49 - loss: 869.0377 - logits_profile_predictions_loss: 502.8564 - logcount_predictions_loss: 27.7410 20/2546 [..............................] - ETA: 12:49 - loss: 857.9037 - logits_profile_predictions_loss: 502.6085 - logcount_predictions_loss: 26.9163 21/2546 [..............................] - ETA: 12:48 - loss: 847.3550 - logits_profile_predictions_loss: 502.2123 - logcount_predictions_loss: 26.1472 22/2546 [..............................] - ETA: 12:48 - loss: 837.5866 - logits_profile_predictions_loss: 501.9256 - logcount_predictions_loss: 25.4289 23/2546 [..............................] - ETA: 12:48 - loss: 828.5535 - logits_profile_predictions_loss: 501.7614 - logcount_predictions_loss: 24.7570 24/2546 [..............................] - ETA: 12:47 - loss: 820.2319 - logits_profile_predictions_loss: 501.7554 - logcount_predictions_loss: 24.1270 25/2546 [..............................] - ETA: 12:47 - loss: 812.3385 - logits_profile_predictions_loss: 501.6839 - logcount_predictions_loss: 23.5344 26/2546 [..............................] - ETA: 12:46 - loss: 804.8782 - logits_profile_predictions_loss: 501.5970 - logcount_predictions_loss: 22.9758 27/2546 [..............................] - ETA: 12:46 - loss: 797.9417 - logits_profile_predictions_loss: 501.6137 - logcount_predictions_loss: 22.4491 28/2546 [..............................] - ETA: 12:46 - loss: 791.3153 - logits_profile_predictions_loss: 501.5723 - logcount_predictions_loss: 21.9502 29/2546 [..............................] - ETA: 12:46 - loss: 785.0423 - logits_profile_predictions_loss: 501.5428 - logcount_predictions_loss: 21.4772 30/2546 [..............................] - ETA: 12:45 - loss: 779.0141 - logits_profile_predictions_loss: 501.4456 - logcount_predictions_loss: 21.0279 31/2546 [..............................] - ETA: 12:45 - loss: 773.1926 - logits_profile_predictions_loss: 501.2701 - logcount_predictions_loss: 20.6002 32/2546 [..............................] - ETA: 12:44 - loss: 767.7079 - logits_profile_predictions_loss: 501.1559 - logcount_predictions_loss: 20.1933 33/2546 [..............................] - ETA: 12:44 - loss: 762.4535 - logits_profile_predictions_loss: 501.0226 - logcount_predictions_loss: 19.8054 34/2546 [..............................] - ETA: 12:44 - loss: 757.3918 - logits_profile_predictions_loss: 500.8513 - logcount_predictions_loss: 19.4349 35/2546 [..............................] - ETA: 12:43 - loss: 752.5825 - logits_profile_predictions_loss: 500.7129 - logcount_predictions_loss: 19.0810 36/2546 [..............................] - ETA: 12:48 - loss: 747.9621 - logits_profile_predictions_loss: 500.5629 - logcount_predictions_loss: 18.7424 37/2546 [..............................] - ETA: 13:18 - loss: 743.5058 - logits_profile_predictions_loss: 500.3895 - logcount_predictions_loss: 18.4179 38/2546 [..............................] - ETA: 14:17 - loss: 739.2144 - logits_profile_predictions_loss: 500.2044 - logcount_predictions_loss: 18.1068 39/2546 [..............................] - ETA: 14:48 - loss: 735.0674 - logits_profile_predictions_loss: 499.9991 - logcount_predictions_loss: 17.8082 40/2546 [..............................] - ETA: 14:45 - loss: 731.0918 - logits_profile_predictions_loss: 499.8087 - logcount_predictions_loss: 17.5214 41/2546 [..............................] - ETA: 14:41 - loss: 727.3171 - logits_profile_predictions_loss: 499.6703 - logcount_predictions_loss: 17.2460 42/2546 [..............................] - ETA: 14:38 - loss: 723.6913 - logits_profile_predictions_loss: 499.5432 - logcount_predictions_loss: 16.9809 43/2546 [..............................] - ETA: 14:35 - loss: 720.2164 - logits_profile_predictions_loss: 499.4371 - logcount_predictions_loss: 16.7257 44/2546 [..............................] - ETA: 14:32 - loss: 716.8783 - logits_profile_predictions_loss: 499.3455 - logcount_predictions_loss: 16.4798 45/2546 [..............................] - ETA: 14:29 - loss: 713.7014 - logits_profile_predictions_loss: 499.2964 - logcount_predictions_loss: 16.2428 46/2546 [..............................] - ETA: 14:26 - loss: 710.6165 - logits_profile_predictions_loss: 499.2313 - logcount_predictions_loss: 16.0140 47/2546 [..............................] - ETA: 14:23 - loss: 707.6228 - logits_profile_predictions_loss: 499.1566 - logcount_predictions_loss: 15.7929 48/2546 [..............................] - ETA: 14:21 - loss: 704.6787 - logits_profile_predictions_loss: 499.0357 - logcount_predictions_loss: 15.5790 49/2546 [..............................] - ETA: 14:18 - loss: 701.7961 - logits_profile_predictions_loss: 498.8863 - logcount_predictions_loss: 15.3720 50/2546 [..............................] - ETA: 14:16 - loss: 699.0140 - logits_profile_predictions_loss: 498.7490 - logcount_predictions_loss: 15.1716 51/2546 [..............................] - ETA: 14:14 - loss: 696.3012 - logits_profile_predictions_loss: 498.5985 - logcount_predictions_loss: 14.9775 52/2546 [..............................] - ETA: 14:11 - loss: 693.7169 - logits_profile_predictions_loss: 498.4929 - logcount_predictions_loss: 14.7897 53/2546 [..............................] - ETA: 14:09 - loss: 691.2178 - logits_profile_predictions_loss: 498.3966 - logcount_predictions_loss: 14.6077 54/2546 [..............................] - ETA: 14:07 - loss: 688.7928 - logits_profile_predictions_loss: 498.3021 - logcount_predictions_loss: 14.4311 55/2546 [..............................] - ETA: 14:05 - loss: 686.4945 - logits_profile_predictions_loss: 498.2617 - logcount_predictions_loss: 14.2601 56/2546 [..............................] - ETA: 14:03 - loss: 684.2614 - logits_profile_predictions_loss: 498.2204 - logcount_predictions_loss: 14.0940 57/2546 [..............................] - ETA: 14:01 - loss: 682.0993 - logits_profile_predictions_loss: 498.1866 - logcount_predictions_loss: 13.9328 58/2546 [..............................] - ETA: 14:00 - loss: 679.9965 - logits_profile_predictions_loss: 498.1533 - logcount_predictions_loss: 13.7760 59/2546 [..............................] - ETA: 13:58 - loss: 677.9397 - logits_profile_predictions_loss: 498.1095 - logcount_predictions_loss: 13.6235 60/2546 [..............................] - ETA: 13:56 - loss: 675.9381 - logits_profile_predictions_loss: 498.0661 - logcount_predictions_loss: 13.4752 61/2546 [..............................] - ETA: 13:54 - loss: 673.9879 - logits_profile_predictions_loss: 498.0222 - logcount_predictions_loss: 13.3307 62/2546 [..............................] - ETA: 13:53 - loss: 672.0693 - logits_profile_predictions_loss: 497.9609 - logcount_predictions_loss: 13.1900 63/2546 [..............................] - ETA: 13:51 - loss: 670.1967 - logits_profile_predictions_loss: 497.8974 - logcount_predictions_loss: 13.0530 64/2546 [..............................] - ETA: 13:50 - loss: 668.3748 - logits_profile_predictions_loss: 497.8371 - logcount_predictions_loss: 12.9195 65/2546 [..............................] - ETA: 13:48 - loss: 666.6043 - logits_profile_predictions_loss: 497.7837 - logcount_predictions_loss: 12.7894 66/2546 [..............................] - ETA: 13:47 - loss: 664.8643 - logits_profile_predictions_loss: 497.7191 - logcount_predictions_loss: 12.6625 67/2546 [..............................] - ETA: 13:45 - loss: 663.1629 - logits_profile_predictions_loss: 497.6522 - logcount_predictions_loss: 12.5387 68/2546 [..............................] - ETA: 13:44 - loss: 661.5074 - logits_profile_predictions_loss: 497.5912 - logcount_predictions_loss: 12.4179 69/2546 [..............................] - ETA: 13:43 - loss: 659.8731 - logits_profile_predictions_loss: 497.5147 - logcount_predictions_loss: 12.2999 70/2546 [..............................] - ETA: 13:41 - loss: 658.2804 - logits_profile_predictions_loss: 497.4430 - logcount_predictions_loss: 12.1846 71/2546 [..............................] - ETA: 13:40 - loss: 656.7085 - logits_profile_predictions_loss: 497.3581 - logcount_predictions_loss: 12.0720 72/2546 [..............................] - ETA: 13:39 - loss: 655.1602 - logits_profile_predictions_loss: 497.2638 - logcount_predictions_loss: 11.9619 73/2546 [..............................] - ETA: 13:38 - loss: 653.6447 - logits_profile_predictions_loss: 497.1693 - logcount_predictions_loss: 11.8542 74/2546 [..............................] - ETA: 13:36 - loss: 652.1566 - logits_profile_predictions_loss: 497.0708 - 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logits_profile_predictions_loss: 480.6265 - logcount_predictions_loss: 1.8338 2546/2546 [==============================] - ETA: 0s - loss: 504.8245 - logits_profile_predictions_loss: 480.6232 - logcount_predictions_loss: 1.8334 2546/2546 [==============================] - 1445s 471ms/step - loss: 504.8166 - logits_profile_predictions_loss: 480.6199 - logcount_predictions_loss: 1.8331 - val_loss: 503.9821 - val_logits_profile_predictions_loss: 500.7948 - val_logcount_predictions_loss: 0.2415 Epoch 00001: val_loss improved from inf to 503.98209, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 2/50 1/2546 [..............................] - ETA: 13:28 - loss: 477.1413 - logits_profile_predictions_loss: 473.7472 - logcount_predictions_loss: 0.2571 2/2546 [..............................] - ETA: 12:49 - loss: 482.1899 - logits_profile_predictions_loss: 478.9729 - logcount_predictions_loss: 0.2437 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logits_profile_predictions_loss: 460.2625 - logcount_predictions_loss: 0.2749 296/2546 [==>...........................] - ETA: 11:37 - loss: 463.8902 - logits_profile_predictions_loss: 460.2614 - logcount_predictions_loss: 0.2749 297/2546 [==>...........................] - ETA: 11:37 - loss: 463.8893 - logits_profile_predictions_loss: 460.2605 - logcount_predictions_loss: 0.2749 298/2546 [==>...........................] - ETA: 11:36 - loss: 463.8888 - logits_profile_predictions_loss: 460.2600 - logcount_predictions_loss: 0.2749 299/2546 [==>...........................] - ETA: 11:36 - loss: 463.8890 - logits_profile_predictions_loss: 460.2602 - logcount_predictions_loss: 0.2749 300/2546 [==>...........................] - ETA: 11:36 - loss: 463.8897 - logits_profile_predictions_loss: 460.2609 - logcount_predictions_loss: 0.2749 301/2546 [==>...........................] - ETA: 11:35 - loss: 463.8903 - logits_profile_predictions_loss: 460.2614 - logcount_predictions_loss: 0.2749 302/2546 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[===>..........................] - ETA: 11:09 - loss: 463.9061 - logits_profile_predictions_loss: 460.2764 - logcount_predictions_loss: 0.2750 381/2546 [===>..........................] - ETA: 11:09 - loss: 463.9069 - logits_profile_predictions_loss: 460.2772 - logcount_predictions_loss: 0.2750 382/2546 [===>..........................] - ETA: 11:08 - loss: 463.9084 - logits_profile_predictions_loss: 460.2787 - logcount_predictions_loss: 0.2750 383/2546 [===>..........................] - ETA: 11:08 - loss: 463.9096 - logits_profile_predictions_loss: 460.2800 - logcount_predictions_loss: 0.2750 384/2546 [===>..........................] - ETA: 11:08 - loss: 463.9104 - logits_profile_predictions_loss: 460.2809 - logcount_predictions_loss: 0.2750 385/2546 [===>..........................] - ETA: 11:07 - loss: 463.9112 - logits_profile_predictions_loss: 460.2818 - logcount_predictions_loss: 0.2750 386/2546 [===>..........................] - ETA: 11:07 - loss: 463.9120 - 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[===>..........................] - ETA: 11:05 - loss: 463.9191 - logits_profile_predictions_loss: 460.2898 - logcount_predictions_loss: 0.2749 394/2546 [===>..........................] - ETA: 11:04 - loss: 463.9195 - logits_profile_predictions_loss: 460.2902 - logcount_predictions_loss: 0.2749 395/2546 [===>..........................] - ETA: 11:04 - loss: 463.9198 - logits_profile_predictions_loss: 460.2905 - logcount_predictions_loss: 0.2749 396/2546 [===>..........................] - ETA: 11:04 - loss: 463.9196 - logits_profile_predictions_loss: 460.2903 - logcount_predictions_loss: 0.2749 397/2546 [===>..........................] - ETA: 11:03 - loss: 463.9194 - logits_profile_predictions_loss: 460.2901 - logcount_predictions_loss: 0.2749 398/2546 [===>..........................] - ETA: 11:03 - loss: 463.9191 - logits_profile_predictions_loss: 460.2898 - logcount_predictions_loss: 0.2749 399/2546 [===>..........................] - ETA: 11:03 - loss: 463.9187 - 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[===>..........................] - ETA: 10:59 - loss: 463.9146 - logits_profile_predictions_loss: 460.2852 - logcount_predictions_loss: 0.2749 408/2546 [===>..........................] - ETA: 10:59 - loss: 463.9138 - logits_profile_predictions_loss: 460.2845 - logcount_predictions_loss: 0.2749 409/2546 [===>..........................] - ETA: 10:58 - loss: 463.9131 - logits_profile_predictions_loss: 460.2837 - logcount_predictions_loss: 0.2749 410/2546 [===>..........................] - ETA: 10:58 - loss: 463.9122 - logits_profile_predictions_loss: 460.2828 - logcount_predictions_loss: 0.2749 411/2546 [===>..........................] - ETA: 10:58 - loss: 463.9116 - logits_profile_predictions_loss: 460.2822 - logcount_predictions_loss: 0.2750 412/2546 [===>..........................] - ETA: 10:57 - loss: 463.9112 - logits_profile_predictions_loss: 460.2818 - logcount_predictions_loss: 0.2750 413/2546 [===>..........................] - ETA: 10:57 - loss: 463.9111 - 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[===>..........................] - ETA: 10:55 - loss: 463.9102 - logits_profile_predictions_loss: 460.2806 - logcount_predictions_loss: 0.2750 421/2546 [===>..........................] - ETA: 10:54 - loss: 463.9100 - logits_profile_predictions_loss: 460.2804 - logcount_predictions_loss: 0.2750 422/2546 [===>..........................] - ETA: 10:54 - loss: 463.9101 - logits_profile_predictions_loss: 460.2805 - logcount_predictions_loss: 0.2750 423/2546 [===>..........................] - ETA: 10:54 - loss: 463.9100 - logits_profile_predictions_loss: 460.2805 - logcount_predictions_loss: 0.2750 424/2546 [===>..........................] - ETA: 10:53 - loss: 463.9101 - logits_profile_predictions_loss: 460.2806 - logcount_predictions_loss: 0.2750 425/2546 [====>.........................] - ETA: 10:53 - loss: 463.9103 - logits_profile_predictions_loss: 460.2808 - logcount_predictions_loss: 0.2750 426/2546 [====>.........................] - ETA: 10:53 - loss: 463.9108 - logits_profile_predictions_loss: 460.2812 - logcount_predictions_loss: 0.2750 427/2546 [====>.........................] - ETA: 10:52 - loss: 463.9111 - logits_profile_predictions_loss: 460.2816 - logcount_predictions_loss: 0.2750 428/2546 [====>.........................] - ETA: 10:52 - loss: 463.9111 - logits_profile_predictions_loss: 460.2816 - logcount_predictions_loss: 0.2750 429/2546 [====>.........................] - ETA: 10:52 - loss: 463.9109 - logits_profile_predictions_loss: 460.2814 - logcount_predictions_loss: 0.2750 430/2546 [====>.........................] - ETA: 10:52 - loss: 463.9104 - logits_profile_predictions_loss: 460.2810 - logcount_predictions_loss: 0.2750 431/2546 [====>.........................] - ETA: 10:51 - loss: 463.9101 - logits_profile_predictions_loss: 460.2806 - logcount_predictions_loss: 0.2750 432/2546 [====>.........................] - ETA: 10:51 - loss: 463.9094 - logits_profile_predictions_loss: 460.2800 - logcount_predictions_loss: 0.2750 433/2546 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[==============================] - ETA: 0s - loss: 462.4347 - logits_profile_predictions_loss: 458.9337 - logcount_predictions_loss: 0.2652 2546/2546 [==============================] - 813s 319ms/step - loss: 462.4343 - logits_profile_predictions_loss: 458.9334 - logcount_predictions_loss: 0.2652 - val_loss: 498.3008 - val_logits_profile_predictions_loss: 495.4142 - val_logcount_predictions_loss: 0.2187 Epoch 00002: val_loss improved from 503.98209 to 498.30078, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 3/50 1/2546 [..............................] - ETA: 13:19 - loss: 435.4271 - logits_profile_predictions_loss: 432.7329 - logcount_predictions_loss: 0.2041 2/2546 [..............................] - ETA: 12:52 - loss: 425.2243 - logits_profile_predictions_loss: 422.7233 - logcount_predictions_loss: 0.1895 3/2546 [..............................] - ETA: 12:51 - loss: 430.6380 - logits_profile_predictions_loss: 428.1963 - logcount_predictions_loss: 0.1850 4/2546 [..............................] - ETA: 12:52 - loss: 435.8966 - logits_profile_predictions_loss: 433.4553 - logcount_predictions_loss: 0.1849 5/2546 [..............................] - ETA: 12:51 - loss: 435.8939 - logits_profile_predictions_loss: 433.4546 - logcount_predictions_loss: 0.1848 6/2546 [..............................] - ETA: 12:51 - loss: 438.3138 - logits_profile_predictions_loss: 435.8727 - logcount_predictions_loss: 0.1849 7/2546 [..............................] - ETA: 12:51 - loss: 440.3054 - logits_profile_predictions_loss: 437.8626 - logcount_predictions_loss: 0.1851 8/2546 [..............................] - ETA: 12:50 - loss: 442.1019 - logits_profile_predictions_loss: 439.6444 - logcount_predictions_loss: 0.1862 9/2546 [..............................] - ETA: 12:50 - loss: 443.2704 - logits_profile_predictions_loss: 440.7924 - logcount_predictions_loss: 0.1877 10/2546 [..............................] - ETA: 12:50 - loss: 444.2643 - logits_profile_predictions_loss: 441.7528 - logcount_predictions_loss: 0.1903 11/2546 [..............................] - ETA: 12:49 - loss: 445.6354 - logits_profile_predictions_loss: 443.0885 - logcount_predictions_loss: 0.1929 12/2546 [..............................] - ETA: 12:49 - loss: 446.7287 - logits_profile_predictions_loss: 444.1537 - logcount_predictions_loss: 0.1951 13/2546 [..............................] - ETA: 12:49 - loss: 447.8125 - logits_profile_predictions_loss: 445.2030 - logcount_predictions_loss: 0.1977 14/2546 [..............................] - ETA: 12:48 - loss: 448.6101 - logits_profile_predictions_loss: 445.9672 - logcount_predictions_loss: 0.2002 15/2546 [..............................] - ETA: 12:48 - loss: 449.3928 - logits_profile_predictions_loss: 446.7179 - logcount_predictions_loss: 0.2026 16/2546 [..............................] - ETA: 12:48 - loss: 450.1104 - 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[..............................] - ETA: 12:47 - loss: 452.9428 - logits_profile_predictions_loss: 450.1117 - logcount_predictions_loss: 0.2145 24/2546 [..............................] - ETA: 12:47 - loss: 453.2473 - logits_profile_predictions_loss: 450.4073 - logcount_predictions_loss: 0.2152 25/2546 [..............................] - ETA: 12:47 - loss: 453.6277 - logits_profile_predictions_loss: 450.7792 - logcount_predictions_loss: 0.2158 26/2546 [..............................] - ETA: 12:46 - loss: 454.0134 - logits_profile_predictions_loss: 451.1566 - logcount_predictions_loss: 0.2164 27/2546 [..............................] - ETA: 12:46 - loss: 454.2696 - logits_profile_predictions_loss: 451.4056 - logcount_predictions_loss: 0.2170 28/2546 [..............................] - ETA: 12:46 - loss: 454.3785 - logits_profile_predictions_loss: 451.5082 - logcount_predictions_loss: 0.2174 29/2546 [..............................] - ETA: 12:45 - loss: 454.4686 - 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[..............................] - ETA: 12:43 - loss: 454.3854 - logits_profile_predictions_loss: 451.4726 - logcount_predictions_loss: 0.2207 37/2546 [..............................] - ETA: 12:43 - loss: 454.3127 - logits_profile_predictions_loss: 451.3922 - logcount_predictions_loss: 0.2212 38/2546 [..............................] - ETA: 12:43 - loss: 454.2402 - logits_profile_predictions_loss: 451.3119 - logcount_predictions_loss: 0.2218 39/2546 [..............................] - ETA: 12:42 - loss: 454.1709 - logits_profile_predictions_loss: 451.2358 - logcount_predictions_loss: 0.2224 40/2546 [..............................] - ETA: 12:42 - loss: 454.1133 - logits_profile_predictions_loss: 451.1715 - logcount_predictions_loss: 0.2229 41/2546 [..............................] - ETA: 12:42 - loss: 454.0741 - logits_profile_predictions_loss: 451.1265 - logcount_predictions_loss: 0.2233 42/2546 [..............................] - ETA: 12:41 - loss: 454.0552 - 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[..............................] - ETA: 12:39 - loss: 454.0082 - logits_profile_predictions_loss: 451.0270 - logcount_predictions_loss: 0.2258 50/2546 [..............................] - ETA: 12:39 - loss: 453.9738 - logits_profile_predictions_loss: 450.9886 - logcount_predictions_loss: 0.2261 51/2546 [..............................] - ETA: 12:38 - loss: 453.9547 - logits_profile_predictions_loss: 450.9659 - logcount_predictions_loss: 0.2264 52/2546 [..............................] - ETA: 12:38 - loss: 453.9366 - logits_profile_predictions_loss: 450.9444 - logcount_predictions_loss: 0.2267 53/2546 [..............................] - ETA: 12:38 - loss: 453.9083 - logits_profile_predictions_loss: 450.9125 - logcount_predictions_loss: 0.2269 54/2546 [..............................] - ETA: 12:38 - loss: 453.9001 - logits_profile_predictions_loss: 450.9008 - logcount_predictions_loss: 0.2272 55/2546 [..............................] - ETA: 12:37 - loss: 453.8926 - 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[..............................] - ETA: 12:35 - loss: 453.9503 - logits_profile_predictions_loss: 450.9229 - logcount_predictions_loss: 0.2293 63/2546 [..............................] - ETA: 12:35 - loss: 453.9637 - logits_profile_predictions_loss: 450.9334 - logcount_predictions_loss: 0.2296 64/2546 [..............................] - ETA: 12:34 - loss: 453.9674 - logits_profile_predictions_loss: 450.9346 - logcount_predictions_loss: 0.2298 65/2546 [..............................] - ETA: 12:34 - loss: 453.9770 - logits_profile_predictions_loss: 450.9414 - logcount_predictions_loss: 0.2300 66/2546 [..............................] - ETA: 12:34 - loss: 453.9948 - logits_profile_predictions_loss: 450.9565 - logcount_predictions_loss: 0.2302 67/2546 [..............................] - ETA: 12:34 - loss: 454.0167 - logits_profile_predictions_loss: 450.9760 - logcount_predictions_loss: 0.2304 68/2546 [..............................] - ETA: 12:33 - loss: 454.0551 - 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[..............................] - ETA: 12:31 - loss: 454.4267 - logits_profile_predictions_loss: 451.3647 - logcount_predictions_loss: 0.2320 76/2546 [..............................] - ETA: 12:31 - loss: 454.4727 - logits_profile_predictions_loss: 451.4085 - logcount_predictions_loss: 0.2321 77/2546 [..............................] - ETA: 12:31 - loss: 454.5076 - logits_profile_predictions_loss: 451.4415 - logcount_predictions_loss: 0.2323 78/2546 [..............................] - ETA: 12:30 - loss: 454.5483 - logits_profile_predictions_loss: 451.4802 - logcount_predictions_loss: 0.2324 79/2546 [..............................] - ETA: 12:30 - loss: 454.5907 - logits_profile_predictions_loss: 451.5206 - logcount_predictions_loss: 0.2326 80/2546 [..............................] - ETA: 12:30 - loss: 454.6337 - logits_profile_predictions_loss: 451.5618 - logcount_predictions_loss: 0.2327 81/2546 [..............................] - ETA: 12:29 - loss: 454.6728 - 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[>.............................] - ETA: 12:27 - loss: 454.9861 - logits_profile_predictions_loss: 451.9011 - logcount_predictions_loss: 0.2337 89/2546 [>.............................] - ETA: 12:27 - loss: 455.0435 - logits_profile_predictions_loss: 451.9566 - logcount_predictions_loss: 0.2339 90/2546 [>.............................] - ETA: 12:27 - loss: 455.1023 - logits_profile_predictions_loss: 452.0135 - logcount_predictions_loss: 0.2340 91/2546 [>.............................] - ETA: 12:26 - loss: 455.1610 - logits_profile_predictions_loss: 452.0704 - logcount_predictions_loss: 0.2341 92/2546 [>.............................] - ETA: 12:26 - loss: 455.2166 - logits_profile_predictions_loss: 452.1243 - logcount_predictions_loss: 0.2343 93/2546 [>.............................] - ETA: 12:26 - loss: 455.2703 - logits_profile_predictions_loss: 452.1763 - logcount_predictions_loss: 0.2344 94/2546 [>.............................] - ETA: 12:26 - loss: 455.3245 - 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[>.............................] - ETA: 12:24 - loss: 455.7913 - logits_profile_predictions_loss: 452.6859 - logcount_predictions_loss: 0.2353 102/2546 [>.............................] - ETA: 12:23 - loss: 455.8498 - logits_profile_predictions_loss: 452.7432 - logcount_predictions_loss: 0.2353 103/2546 [>.............................] - ETA: 12:23 - loss: 455.9043 - logits_profile_predictions_loss: 452.7965 - logcount_predictions_loss: 0.2354 104/2546 [>.............................] - ETA: 12:23 - loss: 455.9573 - logits_profile_predictions_loss: 452.8482 - logcount_predictions_loss: 0.2355 105/2546 [>.............................] - ETA: 12:22 - loss: 456.0128 - logits_profile_predictions_loss: 452.9025 - logcount_predictions_loss: 0.2356 106/2546 [>.............................] - ETA: 12:22 - loss: 456.0694 - logits_profile_predictions_loss: 452.9579 - logcount_predictions_loss: 0.2357 107/2546 [>.............................] - ETA: 12:22 - loss: 456.1225 - 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[>.............................] - ETA: 12:20 - loss: 456.4192 - logits_profile_predictions_loss: 453.3004 - logcount_predictions_loss: 0.2363 115/2546 [>.............................] - ETA: 12:19 - loss: 456.4540 - logits_profile_predictions_loss: 453.3345 - logcount_predictions_loss: 0.2363 116/2546 [>.............................] - ETA: 12:19 - loss: 456.4914 - logits_profile_predictions_loss: 453.3713 - logcount_predictions_loss: 0.2364 117/2546 [>.............................] - ETA: 12:19 - loss: 456.5296 - logits_profile_predictions_loss: 453.4088 - logcount_predictions_loss: 0.2364 118/2546 [>.............................] - ETA: 12:19 - loss: 456.5675 - logits_profile_predictions_loss: 453.4461 - logcount_predictions_loss: 0.2365 119/2546 [>.............................] - ETA: 12:18 - loss: 456.6038 - logits_profile_predictions_loss: 453.4818 - logcount_predictions_loss: 0.2365 120/2546 [>.............................] - ETA: 12:18 - loss: 456.6390 - 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[============================>.] - ETA: 16s - loss: 458.6816 - logits_profile_predictions_loss: 455.5750 - logcount_predictions_loss: 0.2353 2495/2546 [============================>.] - ETA: 15s - loss: 458.6810 - logits_profile_predictions_loss: 455.5744 - logcount_predictions_loss: 0.2353 2496/2546 [============================>.] - ETA: 15s - loss: 458.6805 - logits_profile_predictions_loss: 455.5739 - logcount_predictions_loss: 0.2353 2497/2546 [============================>.] - ETA: 15s - loss: 458.6799 - logits_profile_predictions_loss: 455.5734 - logcount_predictions_loss: 0.2353 2498/2546 [============================>.] - ETA: 14s - loss: 458.6794 - logits_profile_predictions_loss: 455.5729 - logcount_predictions_loss: 0.2353 2499/2546 [============================>.] - ETA: 14s - loss: 458.6788 - logits_profile_predictions_loss: 455.5723 - logcount_predictions_loss: 0.2353 2500/2546 [============================>.] - ETA: 14s - loss: 458.6783 - 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[============================>.] - ETA: 12s - loss: 458.6743 - logits_profile_predictions_loss: 455.5681 - logcount_predictions_loss: 0.2353 2508/2546 [============================>.] - ETA: 11s - loss: 458.6738 - logits_profile_predictions_loss: 455.5675 - logcount_predictions_loss: 0.2353 2509/2546 [============================>.] - ETA: 11s - loss: 458.6732 - logits_profile_predictions_loss: 455.5670 - logcount_predictions_loss: 0.2353 2510/2546 [============================>.] - ETA: 11s - loss: 458.6726 - logits_profile_predictions_loss: 455.5665 - logcount_predictions_loss: 0.2353 2511/2546 [============================>.] - ETA: 10s - loss: 458.6721 - logits_profile_predictions_loss: 455.5659 - logcount_predictions_loss: 0.2353 2512/2546 [============================>.] - ETA: 10s - loss: 458.6715 - logits_profile_predictions_loss: 455.5654 - logcount_predictions_loss: 0.2353 2513/2546 [============================>.] - ETA: 10s - loss: 458.6709 - 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[============================>.] - ETA: 8s - loss: 458.6669 - logits_profile_predictions_loss: 455.5610 - logcount_predictions_loss: 0.2353 2521/2546 [============================>.] - ETA: 7s - loss: 458.6663 - logits_profile_predictions_loss: 455.5605 - logcount_predictions_loss: 0.2353 2522/2546 [============================>.] - ETA: 7s - loss: 458.6658 - logits_profile_predictions_loss: 455.5600 - logcount_predictions_loss: 0.2353 2523/2546 [============================>.] - ETA: 7s - loss: 458.6652 - logits_profile_predictions_loss: 455.5594 - logcount_predictions_loss: 0.2353 2524/2546 [============================>.] - ETA: 6s - loss: 458.6647 - logits_profile_predictions_loss: 455.5589 - logcount_predictions_loss: 0.2353 2525/2546 [============================>.] - ETA: 6s - loss: 458.6642 - logits_profile_predictions_loss: 455.5584 - logcount_predictions_loss: 0.2353 2526/2546 [============================>.] - ETA: 6s - loss: 458.6636 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 455.5482 - logcount_predictions_loss: 0.2352 2546/2546 [==============================] - 813s 319ms/step - loss: 458.6528 - logits_profile_predictions_loss: 455.5477 - logcount_predictions_loss: 0.2352 - val_loss: 497.8896 - val_logits_profile_predictions_loss: 494.7199 - val_logcount_predictions_loss: 0.2401 Epoch 00003: val_loss improved from 498.30078 to 497.88956, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 4/50 1/2546 [..............................] - ETA: 13:21 - loss: 501.0740 - logits_profile_predictions_loss: 498.4907 - logcount_predictions_loss: 0.1957 2/2546 [..............................] - ETA: 12:48 - loss: 490.7804 - logits_profile_predictions_loss: 488.2408 - logcount_predictions_loss: 0.1924 3/2546 [..............................] - ETA: 12:49 - loss: 481.5198 - logits_profile_predictions_loss: 478.9630 - logcount_predictions_loss: 0.1937 4/2546 [..............................] - ETA: 12:51 - loss: 476.1671 - logits_profile_predictions_loss: 473.5781 - logcount_predictions_loss: 0.1961 5/2546 [..............................] - ETA: 12:50 - loss: 473.3239 - logits_profile_predictions_loss: 470.5044 - logcount_predictions_loss: 0.2136 6/2546 [..............................] - ETA: 12:50 - loss: 471.0551 - logits_profile_predictions_loss: 468.0603 - logcount_predictions_loss: 0.2269 7/2546 [..............................] - ETA: 12:50 - loss: 467.9284 - logits_profile_predictions_loss: 464.8387 - logcount_predictions_loss: 0.2341 8/2546 [..............................] - ETA: 12:50 - loss: 465.1398 - logits_profile_predictions_loss: 461.9976 - logcount_predictions_loss: 0.2380 9/2546 [..............................] - ETA: 12:50 - loss: 464.0203 - logits_profile_predictions_loss: 460.8499 - logcount_predictions_loss: 0.2402 10/2546 [..............................] - ETA: 12:49 - loss: 463.4760 - 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[..............................] - ETA: 12:48 - loss: 463.0182 - logits_profile_predictions_loss: 459.8544 - logcount_predictions_loss: 0.2397 18/2546 [..............................] - ETA: 12:47 - loss: 463.1590 - logits_profile_predictions_loss: 459.9948 - logcount_predictions_loss: 0.2397 19/2546 [..............................] - ETA: 12:47 - loss: 463.2310 - logits_profile_predictions_loss: 460.0677 - logcount_predictions_loss: 0.2396 20/2546 [..............................] - ETA: 12:47 - loss: 463.2067 - logits_profile_predictions_loss: 460.0454 - logcount_predictions_loss: 0.2395 21/2546 [..............................] - ETA: 12:47 - loss: 463.1329 - logits_profile_predictions_loss: 459.9745 - logcount_predictions_loss: 0.2393 22/2546 [..............................] - ETA: 12:46 - loss: 463.1611 - logits_profile_predictions_loss: 460.0061 - logcount_predictions_loss: 0.2390 23/2546 [..............................] - ETA: 12:46 - loss: 463.3067 - 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[..............................] - ETA: 12:44 - loss: 465.0402 - logits_profile_predictions_loss: 461.8989 - logcount_predictions_loss: 0.2380 31/2546 [..............................] - ETA: 12:44 - loss: 465.2136 - logits_profile_predictions_loss: 462.0726 - logcount_predictions_loss: 0.2380 32/2546 [..............................] - ETA: 12:43 - loss: 465.3395 - logits_profile_predictions_loss: 462.2000 - logcount_predictions_loss: 0.2378 33/2546 [..............................] - ETA: 12:43 - loss: 465.4614 - logits_profile_predictions_loss: 462.3239 - logcount_predictions_loss: 0.2377 34/2546 [..............................] - ETA: 12:43 - loss: 465.4992 - logits_profile_predictions_loss: 462.3646 - logcount_predictions_loss: 0.2375 35/2546 [..............................] - ETA: 12:43 - loss: 465.5026 - logits_profile_predictions_loss: 462.3706 - logcount_predictions_loss: 0.2373 36/2546 [..............................] - ETA: 12:42 - loss: 465.5607 - 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[..............................] - ETA: 12:40 - loss: 465.9923 - logits_profile_predictions_loss: 462.8727 - logcount_predictions_loss: 0.2363 44/2546 [..............................] - ETA: 12:40 - loss: 466.0306 - logits_profile_predictions_loss: 462.9122 - logcount_predictions_loss: 0.2362 45/2546 [..............................] - ETA: 12:40 - loss: 466.0443 - logits_profile_predictions_loss: 462.9276 - logcount_predictions_loss: 0.2361 46/2546 [..............................] - ETA: 12:40 - loss: 466.0558 - logits_profile_predictions_loss: 462.9408 - logcount_predictions_loss: 0.2360 47/2546 [..............................] - ETA: 12:39 - loss: 466.0770 - logits_profile_predictions_loss: 462.9627 - logcount_predictions_loss: 0.2359 48/2546 [..............................] - ETA: 12:39 - loss: 466.1014 - logits_profile_predictions_loss: 462.9880 - logcount_predictions_loss: 0.2359 49/2546 [..............................] - ETA: 12:39 - loss: 466.1437 - 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[==============================] - 816s 320ms/step - loss: 455.4794 - logits_profile_predictions_loss: 452.6157 - logcount_predictions_loss: 0.2170 - val_loss: 495.6733 - val_logits_profile_predictions_loss: 492.7113 - val_logcount_predictions_loss: 0.2244 Epoch 00004: val_loss improved from 497.88956 to 495.67334, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 5/50 1/2546 [..............................] - ETA: 13:21 - loss: 468.8980 - logits_profile_predictions_loss: 463.9305 - logcount_predictions_loss: 0.3763 2/2546 [..............................] - ETA: 13:20 - loss: 466.8786 - logits_profile_predictions_loss: 462.3813 - logcount_predictions_loss: 0.3407 3/2546 [..............................] - ETA: 13:14 - loss: 465.9184 - logits_profile_predictions_loss: 461.6993 - logcount_predictions_loss: 0.3196 4/2546 [..............................] - ETA: 13:05 - loss: 464.8541 - 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[====>.........................] - ETA: 10:46 - loss: 452.1997 - logits_profile_predictions_loss: 449.5221 - logcount_predictions_loss: 0.2028 428/2546 [====>.........................] - ETA: 10:45 - loss: 452.1966 - logits_profile_predictions_loss: 449.5191 - logcount_predictions_loss: 0.2028 429/2546 [====>.........................] - ETA: 10:45 - loss: 452.1934 - logits_profile_predictions_loss: 449.5160 - logcount_predictions_loss: 0.2028 430/2546 [====>.........................] - ETA: 10:45 - loss: 452.1903 - logits_profile_predictions_loss: 449.5130 - logcount_predictions_loss: 0.2028 431/2546 [====>.........................] - ETA: 10:44 - loss: 452.1873 - logits_profile_predictions_loss: 449.5101 - logcount_predictions_loss: 0.2028 432/2546 [====>.........................] - ETA: 10:44 - loss: 452.1840 - logits_profile_predictions_loss: 449.5069 - logcount_predictions_loss: 0.2028 433/2546 [====>.........................] - ETA: 10:44 - loss: 452.1811 - 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[====>.........................] - ETA: 10:42 - loss: 452.1597 - logits_profile_predictions_loss: 449.4834 - logcount_predictions_loss: 0.2027 441/2546 [====>.........................] - ETA: 10:41 - loss: 452.1572 - logits_profile_predictions_loss: 449.4811 - logcount_predictions_loss: 0.2027 442/2546 [====>.........................] - ETA: 10:41 - loss: 452.1547 - logits_profile_predictions_loss: 449.4787 - logcount_predictions_loss: 0.2027 443/2546 [====>.........................] - ETA: 10:41 - loss: 452.1520 - logits_profile_predictions_loss: 449.4761 - logcount_predictions_loss: 0.2027 444/2546 [====>.........................] - ETA: 10:40 - loss: 452.1495 - logits_profile_predictions_loss: 449.4737 - logcount_predictions_loss: 0.2027 445/2546 [====>.........................] - ETA: 10:40 - loss: 452.1472 - logits_profile_predictions_loss: 449.4716 - logcount_predictions_loss: 0.2027 446/2546 [====>.........................] - ETA: 10:40 - loss: 452.1449 - 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[=====>........................] - ETA: 10:14 - loss: 452.0984 - logits_profile_predictions_loss: 449.4318 - logcount_predictions_loss: 0.2020 532/2546 [=====>........................] - ETA: 10:14 - loss: 452.0986 - logits_profile_predictions_loss: 449.4321 - logcount_predictions_loss: 0.2020 533/2546 [=====>........................] - ETA: 10:13 - loss: 452.0988 - logits_profile_predictions_loss: 449.4324 - logcount_predictions_loss: 0.2020 534/2546 [=====>........................] - ETA: 10:13 - loss: 452.0990 - logits_profile_predictions_loss: 449.4327 - logcount_predictions_loss: 0.2020 535/2546 [=====>........................] - ETA: 10:13 - loss: 452.0991 - logits_profile_predictions_loss: 449.4329 - logcount_predictions_loss: 0.2020 536/2546 [=====>........................] - ETA: 10:13 - loss: 452.0993 - logits_profile_predictions_loss: 449.4332 - logcount_predictions_loss: 0.2020 537/2546 [=====>........................] - ETA: 10:12 - loss: 452.0997 - 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[=====>........................] - ETA: 10:10 - loss: 452.1051 - logits_profile_predictions_loss: 449.4396 - logcount_predictions_loss: 0.2019 545/2546 [=====>........................] - ETA: 10:10 - loss: 452.1062 - logits_profile_predictions_loss: 449.4408 - logcount_predictions_loss: 0.2019 546/2546 [=====>........................] - ETA: 10:10 - loss: 452.1072 - logits_profile_predictions_loss: 449.4419 - logcount_predictions_loss: 0.2019 547/2546 [=====>........................] - ETA: 10:09 - loss: 452.1085 - logits_profile_predictions_loss: 449.4432 - logcount_predictions_loss: 0.2019 548/2546 [=====>........................] - ETA: 10:09 - loss: 452.1097 - logits_profile_predictions_loss: 449.4446 - logcount_predictions_loss: 0.2019 549/2546 [=====>........................] - ETA: 10:09 - loss: 452.1109 - logits_profile_predictions_loss: 449.4458 - logcount_predictions_loss: 0.2019 550/2546 [=====>........................] - ETA: 10:08 - loss: 452.1123 - 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[=====>........................] - ETA: 10:06 - loss: 452.1208 - logits_profile_predictions_loss: 449.4564 - logcount_predictions_loss: 0.2019 558/2546 [=====>........................] - ETA: 10:06 - loss: 452.1220 - logits_profile_predictions_loss: 449.4577 - logcount_predictions_loss: 0.2018 559/2546 [=====>........................] - ETA: 10:06 - loss: 452.1234 - logits_profile_predictions_loss: 449.4592 - logcount_predictions_loss: 0.2018 560/2546 [=====>........................] - ETA: 10:05 - loss: 452.1246 - logits_profile_predictions_loss: 449.4605 - logcount_predictions_loss: 0.2018 561/2546 [=====>........................] - ETA: 10:05 - loss: 452.1258 - logits_profile_predictions_loss: 449.4618 - logcount_predictions_loss: 0.2018 562/2546 [=====>........................] - ETA: 10:05 - loss: 452.1272 - logits_profile_predictions_loss: 449.4632 - logcount_predictions_loss: 0.2018 563/2546 [=====>........................] - ETA: 10:04 - loss: 452.1286 - 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[=====>........................] - ETA: 10:02 - loss: 452.1385 - logits_profile_predictions_loss: 449.4752 - logcount_predictions_loss: 0.2018 571/2546 [=====>........................] - ETA: 10:02 - loss: 452.1398 - logits_profile_predictions_loss: 449.4766 - logcount_predictions_loss: 0.2018 572/2546 [=====>........................] - ETA: 10:02 - loss: 452.1411 - logits_profile_predictions_loss: 449.4779 - logcount_predictions_loss: 0.2018 573/2546 [=====>........................] - ETA: 10:01 - loss: 452.1424 - logits_profile_predictions_loss: 449.4793 - logcount_predictions_loss: 0.2018 574/2546 [=====>........................] - ETA: 10:01 - loss: 452.1436 - logits_profile_predictions_loss: 449.4806 - logcount_predictions_loss: 0.2017 575/2546 [=====>........................] - ETA: 10:01 - loss: 452.1449 - logits_profile_predictions_loss: 449.4819 - logcount_predictions_loss: 0.2017 576/2546 [=====>........................] - ETA: 10:00 - loss: 452.1460 - 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[===========================>..] - ETA: 27s - loss: 453.0527 - logits_profile_predictions_loss: 450.4082 - logcount_predictions_loss: 0.2003 2457/2546 [===========================>..] - ETA: 27s - loss: 453.0527 - logits_profile_predictions_loss: 450.4083 - logcount_predictions_loss: 0.2003 2458/2546 [===========================>..] - ETA: 27s - loss: 453.0528 - logits_profile_predictions_loss: 450.4084 - logcount_predictions_loss: 0.2003 2459/2546 [===========================>..] - ETA: 26s - loss: 453.0529 - logits_profile_predictions_loss: 450.4085 - logcount_predictions_loss: 0.2003 2460/2546 [===========================>..] - ETA: 26s - loss: 453.0530 - logits_profile_predictions_loss: 450.4086 - logcount_predictions_loss: 0.2003 2461/2546 [===========================>..] - ETA: 26s - loss: 453.0531 - logits_profile_predictions_loss: 450.4087 - logcount_predictions_loss: 0.2003 2462/2546 [============================>.] - ETA: 25s - loss: 453.0532 - 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[============================>.] - ETA: 23s - loss: 453.0538 - logits_profile_predictions_loss: 450.4095 - logcount_predictions_loss: 0.2003 2470/2546 [============================>.] - ETA: 23s - loss: 453.0540 - logits_profile_predictions_loss: 450.4096 - logcount_predictions_loss: 0.2003 2471/2546 [============================>.] - ETA: 23s - loss: 453.0541 - logits_profile_predictions_loss: 450.4097 - logcount_predictions_loss: 0.2003 2472/2546 [============================>.] - ETA: 22s - loss: 453.0542 - logits_profile_predictions_loss: 450.4099 - logcount_predictions_loss: 0.2003 2473/2546 [============================>.] - ETA: 22s - loss: 453.0543 - logits_profile_predictions_loss: 450.4100 - logcount_predictions_loss: 0.2003 2474/2546 [============================>.] - ETA: 22s - loss: 453.0544 - logits_profile_predictions_loss: 450.4101 - logcount_predictions_loss: 0.2003 2475/2546 [============================>.] - ETA: 21s - loss: 453.0545 - 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[============================>.] - ETA: 19s - loss: 453.0555 - logits_profile_predictions_loss: 450.4113 - logcount_predictions_loss: 0.2003 2483/2546 [============================>.] - ETA: 19s - loss: 453.0557 - logits_profile_predictions_loss: 450.4115 - logcount_predictions_loss: 0.2003 2484/2546 [============================>.] - ETA: 19s - loss: 453.0558 - logits_profile_predictions_loss: 450.4116 - logcount_predictions_loss: 0.2003 2485/2546 [============================>.] - ETA: 18s - loss: 453.0559 - logits_profile_predictions_loss: 450.4118 - logcount_predictions_loss: 0.2003 2486/2546 [============================>.] - ETA: 18s - loss: 453.0561 - logits_profile_predictions_loss: 450.4119 - logcount_predictions_loss: 0.2003 2487/2546 [============================>.] - ETA: 18s - loss: 453.0562 - logits_profile_predictions_loss: 450.4121 - logcount_predictions_loss: 0.2003 2488/2546 [============================>.] - ETA: 17s - loss: 453.0564 - 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[============================>.] - ETA: 15s - loss: 453.0574 - logits_profile_predictions_loss: 450.4134 - logcount_predictions_loss: 0.2003 2496/2546 [============================>.] - ETA: 15s - loss: 453.0576 - logits_profile_predictions_loss: 450.4135 - logcount_predictions_loss: 0.2003 2497/2546 [============================>.] - ETA: 15s - loss: 453.0577 - logits_profile_predictions_loss: 450.4137 - logcount_predictions_loss: 0.2003 2498/2546 [============================>.] - ETA: 14s - loss: 453.0578 - logits_profile_predictions_loss: 450.4138 - logcount_predictions_loss: 0.2003 2499/2546 [============================>.] - ETA: 14s - loss: 453.0580 - logits_profile_predictions_loss: 450.4140 - logcount_predictions_loss: 0.2003 2500/2546 [============================>.] - ETA: 14s - loss: 453.0581 - logits_profile_predictions_loss: 450.4141 - logcount_predictions_loss: 0.2003 2501/2546 [============================>.] - ETA: 13s - loss: 453.0582 - 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[============================>.] - ETA: 11s - loss: 453.0590 - logits_profile_predictions_loss: 450.4151 - logcount_predictions_loss: 0.2003 2509/2546 [============================>.] - ETA: 11s - loss: 453.0591 - logits_profile_predictions_loss: 450.4152 - logcount_predictions_loss: 0.2003 2510/2546 [============================>.] - ETA: 11s - loss: 453.0592 - logits_profile_predictions_loss: 450.4154 - logcount_predictions_loss: 0.2003 2511/2546 [============================>.] - ETA: 10s - loss: 453.0594 - logits_profile_predictions_loss: 450.4155 - logcount_predictions_loss: 0.2003 2512/2546 [============================>.] - ETA: 10s - loss: 453.0595 - logits_profile_predictions_loss: 450.4156 - logcount_predictions_loss: 0.2003 2513/2546 [============================>.] - ETA: 10s - loss: 453.0596 - logits_profile_predictions_loss: 450.4157 - logcount_predictions_loss: 0.2003 2514/2546 [============================>.] - ETA: 9s - loss: 453.0597 - logits_profile_predictions_loss: 450.4158 - logcount_predictions_loss: 0.2003  2515/2546 [============================>.] - ETA: 9s - loss: 453.0598 - logits_profile_predictions_loss: 450.4160 - logcount_predictions_loss: 0.2003 2516/2546 [============================>.] - ETA: 9s - loss: 453.0599 - logits_profile_predictions_loss: 450.4161 - logcount_predictions_loss: 0.2003 2517/2546 [============================>.] - ETA: 8s - loss: 453.0600 - logits_profile_predictions_loss: 450.4162 - logcount_predictions_loss: 0.2003 2518/2546 [============================>.] - ETA: 8s - loss: 453.0601 - logits_profile_predictions_loss: 450.4163 - logcount_predictions_loss: 0.2003 2519/2546 [============================>.] - ETA: 8s - loss: 453.0602 - logits_profile_predictions_loss: 450.4164 - logcount_predictions_loss: 0.2003 2520/2546 [============================>.] - ETA: 7s - loss: 453.0603 - logits_profile_predictions_loss: 450.4166 - logcount_predictions_loss: 0.2003 2521/2546 [============================>.] - ETA: 7s - 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[============================>.] - ETA: 1s - loss: 453.0620 - logits_profile_predictions_loss: 450.4184 - logcount_predictions_loss: 0.2003 2542/2546 [============================>.] - ETA: 1s - loss: 453.0621 - logits_profile_predictions_loss: 450.4185 - logcount_predictions_loss: 0.2003 2543/2546 [============================>.] - ETA: 0s - loss: 453.0621 - logits_profile_predictions_loss: 450.4186 - logcount_predictions_loss: 0.2003 2544/2546 [============================>.] - ETA: 0s - loss: 453.0622 - logits_profile_predictions_loss: 450.4187 - logcount_predictions_loss: 0.2003 2545/2546 [============================>.] - ETA: 0s - loss: 453.0623 - logits_profile_predictions_loss: 450.4188 - logcount_predictions_loss: 0.2003 2546/2546 [==============================] - ETA: 0s - loss: 453.0623 - logits_profile_predictions_loss: 450.4188 - logcount_predictions_loss: 0.2003 2546/2546 [==============================] - 812s 319ms/step - loss: 453.0624 - logits_profile_predictions_loss: 450.4189 - logcount_predictions_loss: 0.2003 - val_loss: 495.2091 - val_logits_profile_predictions_loss: 492.6317 - val_logcount_predictions_loss: 0.1952 Epoch 00005: val_loss improved from 495.67334 to 495.20908, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 6/50 1/2546 [..............................] - ETA: 13:14 - loss: 450.4388 - logits_profile_predictions_loss: 445.7467 - logcount_predictions_loss: 0.3555 2/2546 [..............................] - ETA: 12:49 - loss: 438.2974 - logits_profile_predictions_loss: 434.1708 - logcount_predictions_loss: 0.3126 3/2546 [..............................] - ETA: 12:49 - loss: 441.6267 - logits_profile_predictions_loss: 437.7511 - logcount_predictions_loss: 0.2936 4/2546 [..............................] - ETA: 12:50 - loss: 438.8466 - logits_profile_predictions_loss: 435.1749 - logcount_predictions_loss: 0.2782 5/2546 [..............................] - ETA: 12:49 - loss: 440.0442 - logits_profile_predictions_loss: 436.4987 - logcount_predictions_loss: 0.2686 6/2546 [..............................] - ETA: 12:49 - loss: 442.3136 - logits_profile_predictions_loss: 438.8718 - logcount_predictions_loss: 0.2607 7/2546 [..............................] - ETA: 12:49 - loss: 443.2686 - logits_profile_predictions_loss: 439.8955 - logcount_predictions_loss: 0.2555 8/2546 [..............................] - ETA: 12:49 - loss: 444.7631 - logits_profile_predictions_loss: 441.4364 - logcount_predictions_loss: 0.2520 9/2546 [..............................] - ETA: 12:48 - loss: 445.8372 - logits_profile_predictions_loss: 442.5461 - logcount_predictions_loss: 0.2493 10/2546 [..............................] - ETA: 12:48 - loss: 446.6100 - logits_profile_predictions_loss: 443.3513 - logcount_predictions_loss: 0.2469 11/2546 [..............................] - ETA: 12:48 - loss: 446.9049 - 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[..............................] - ETA: 12:46 - loss: 447.0707 - logits_profile_predictions_loss: 444.0363 - logcount_predictions_loss: 0.2299 19/2546 [..............................] - ETA: 12:46 - loss: 447.0339 - logits_profile_predictions_loss: 444.0174 - logcount_predictions_loss: 0.2285 20/2546 [..............................] - ETA: 12:45 - loss: 447.0413 - logits_profile_predictions_loss: 444.0418 - logcount_predictions_loss: 0.2272 21/2546 [..............................] - ETA: 12:45 - loss: 447.1241 - logits_profile_predictions_loss: 444.1407 - logcount_predictions_loss: 0.2260 22/2546 [..............................] - ETA: 12:45 - loss: 447.2637 - logits_profile_predictions_loss: 444.2959 - logcount_predictions_loss: 0.2248 23/2546 [..............................] - ETA: 12:45 - loss: 447.4760 - logits_profile_predictions_loss: 444.5226 - logcount_predictions_loss: 0.2237 24/2546 [..............................] - ETA: 12:44 - loss: 447.5265 - logits_profile_predictions_loss: 444.5868 - logcount_predictions_loss: 0.2227 25/2546 [..............................] - ETA: 12:44 - loss: 447.5973 - logits_profile_predictions_loss: 444.6697 - logcount_predictions_loss: 0.2218 26/2546 [..............................] - ETA: 12:44 - loss: 447.5940 - logits_profile_predictions_loss: 444.6769 - logcount_predictions_loss: 0.2210 27/2546 [..............................] - ETA: 12:43 - loss: 447.6945 - logits_profile_predictions_loss: 444.7855 - logcount_predictions_loss: 0.2204 28/2546 [..............................] - ETA: 12:43 - loss: 447.7312 - logits_profile_predictions_loss: 444.8288 - logcount_predictions_loss: 0.2199 29/2546 [..............................] - ETA: 12:43 - loss: 447.8210 - logits_profile_predictions_loss: 444.9254 - logcount_predictions_loss: 0.2194 30/2546 [..............................] - ETA: 12:43 - loss: 447.8931 - logits_profile_predictions_loss: 445.0019 - logcount_predictions_loss: 0.2190 31/2546 [..............................] - ETA: 12:42 - loss: 448.0096 - logits_profile_predictions_loss: 445.1230 - logcount_predictions_loss: 0.2187 32/2546 [..............................] - ETA: 12:42 - loss: 448.1207 - logits_profile_predictions_loss: 445.2391 - logcount_predictions_loss: 0.2183 33/2546 [..............................] - ETA: 12:42 - loss: 448.2480 - logits_profile_predictions_loss: 445.3714 - logcount_predictions_loss: 0.2179 34/2546 [..............................] - ETA: 12:41 - loss: 448.3678 - logits_profile_predictions_loss: 445.4963 - logcount_predictions_loss: 0.2175 35/2546 [..............................] - ETA: 12:41 - loss: 448.4844 - logits_profile_predictions_loss: 445.6183 - logcount_predictions_loss: 0.2171 36/2546 [..............................] - ETA: 12:41 - loss: 448.5845 - logits_profile_predictions_loss: 445.7242 - logcount_predictions_loss: 0.2167 37/2546 [..............................] - ETA: 12:40 - loss: 448.6935 - 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[..............................] - ETA: 12:38 - loss: 449.2644 - logits_profile_predictions_loss: 446.4536 - logcount_predictions_loss: 0.2129 45/2546 [..............................] - ETA: 12:38 - loss: 449.3387 - logits_profile_predictions_loss: 446.5340 - logcount_predictions_loss: 0.2125 46/2546 [..............................] - ETA: 12:38 - loss: 449.4073 - logits_profile_predictions_loss: 446.6090 - logcount_predictions_loss: 0.2120 47/2546 [..............................] - ETA: 12:38 - loss: 449.4679 - logits_profile_predictions_loss: 446.6760 - logcount_predictions_loss: 0.2115 48/2546 [..............................] - ETA: 12:37 - loss: 449.5480 - logits_profile_predictions_loss: 446.7622 - logcount_predictions_loss: 0.2110 49/2546 [..............................] - ETA: 12:37 - loss: 449.6300 - logits_profile_predictions_loss: 446.8503 - logcount_predictions_loss: 0.2106 50/2546 [..............................] - ETA: 12:37 - loss: 449.7010 - 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493.0724 - val_logits_profile_predictions_loss: 490.7057 - val_logcount_predictions_loss: 0.1793 Epoch 00006: val_loss improved from 495.20908 to 493.07242, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 7/50 1/2546 [..............................] - ETA: 13:14 - loss: 392.1194 - logits_profile_predictions_loss: 387.6971 - logcount_predictions_loss: 0.3350 2/2546 [..............................] - ETA: 12:46 - loss: 405.2454 - logits_profile_predictions_loss: 401.4192 - logcount_predictions_loss: 0.2899 3/2546 [..............................] - ETA: 12:48 - loss: 413.3110 - logits_profile_predictions_loss: 409.7596 - logcount_predictions_loss: 0.2690 4/2546 [..............................] - ETA: 12:49 - loss: 414.2605 - logits_profile_predictions_loss: 410.9176 - logcount_predictions_loss: 0.2533 5/2546 [..............................] - ETA: 12:49 - loss: 416.2670 - 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[============================>.] - ETA: 1s - loss: 450.9961 - logits_profile_predictions_loss: 448.6107 - logcount_predictions_loss: 0.1807 2543/2546 [============================>.] - ETA: 0s - loss: 450.9959 - logits_profile_predictions_loss: 448.6105 - logcount_predictions_loss: 0.1807 2544/2546 [============================>.] - ETA: 0s - loss: 450.9957 - logits_profile_predictions_loss: 448.6102 - logcount_predictions_loss: 0.1807 2545/2546 [============================>.] - ETA: 0s - loss: 450.9954 - logits_profile_predictions_loss: 448.6100 - logcount_predictions_loss: 0.1807 2546/2546 [==============================] - ETA: 0s - loss: 450.9952 - logits_profile_predictions_loss: 448.6098 - logcount_predictions_loss: 0.1807 2546/2546 [==============================] - 811s 319ms/step - loss: 450.9950 - logits_profile_predictions_loss: 448.6095 - logcount_predictions_loss: 0.1807 - val_loss: 493.0396 - val_logits_profile_predictions_loss: 490.6802 - val_logcount_predictions_loss: 0.1787 Epoch 00007: val_loss improved from 493.07242 to 493.03955, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2/chrombpnet.h5 Epoch 8/50 1/2546 [..............................] - ETA: 13:23 - loss: 515.4733 - logits_profile_predictions_loss: 512.4679 - logcount_predictions_loss: 0.2277 2/2546 [..............................] - ETA: 12:49 - loss: 495.6307 - logits_profile_predictions_loss: 492.5830 - logcount_predictions_loss: 0.2309 3/2546 [..............................] - ETA: 12:49 - loss: 483.4293 - logits_profile_predictions_loss: 480.5346 - logcount_predictions_loss: 0.2193 4/2546 [..............................] - ETA: 12:51 - loss: 475.9498 - logits_profile_predictions_loss: 473.1484 - logcount_predictions_loss: 0.2122 5/2546 [..............................] - ETA: 12:51 - loss: 472.2177 - logits_profile_predictions_loss: 469.4845 - logcount_predictions_loss: 0.2071 6/2546 [..............................] - ETA: 12:50 - loss: 469.8120 - logits_profile_predictions_loss: 467.1534 - logcount_predictions_loss: 0.2014 7/2546 [..............................] - ETA: 12:50 - loss: 467.5066 - logits_profile_predictions_loss: 464.9098 - logcount_predictions_loss: 0.1967 8/2546 [..............................] - ETA: 12:50 - loss: 465.4899 - logits_profile_predictions_loss: 462.9463 - logcount_predictions_loss: 0.1927 9/2546 [..............................] - ETA: 12:50 - loss: 463.3093 - logits_profile_predictions_loss: 460.8175 - logcount_predictions_loss: 0.1888 10/2546 [..............................] - ETA: 12:49 - loss: 461.5515 - logits_profile_predictions_loss: 459.0960 - logcount_predictions_loss: 0.1860 11/2546 [..............................] - ETA: 12:49 - loss: 460.1895 - logits_profile_predictions_loss: 457.7535 - logcount_predictions_loss: 0.1845 12/2546 [..............................] - ETA: 12:49 - loss: 458.7843 - logits_profile_predictions_loss: 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39/2546 [..............................] - ETA: 12:41 - loss: 449.4207 - logits_profile_predictions_loss: 447.1654 - logcount_predictions_loss: 0.1709 40/2546 [..............................] - ETA: 12:41 - loss: 449.2521 - logits_profile_predictions_loss: 446.9986 - logcount_predictions_loss: 0.1707 41/2546 [..............................] - ETA: 12:41 - loss: 449.0859 - logits_profile_predictions_loss: 446.8308 - logcount_predictions_loss: 0.1708 42/2546 [..............................] - ETA: 12:40 - loss: 448.9051 - logits_profile_predictions_loss: 446.6490 - logcount_predictions_loss: 0.1709 43/2546 [..............................] - ETA: 12:40 - loss: 448.7850 - logits_profile_predictions_loss: 446.5264 - logcount_predictions_loss: 0.1711 44/2546 [..............................] - ETA: 12:40 - loss: 448.6589 - logits_profile_predictions_loss: 446.3972 - logcount_predictions_loss: 0.1713 45/2546 [..............................] - ETA: 12:39 - loss: 448.5343 - 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[..............................] - ETA: 12:38 - loss: 447.9799 - logits_profile_predictions_loss: 445.6968 - logcount_predictions_loss: 0.1730 53/2546 [..............................] - ETA: 12:38 - loss: 447.9444 - logits_profile_predictions_loss: 445.6591 - logcount_predictions_loss: 0.1731 54/2546 [..............................] - ETA: 12:38 - loss: 447.8997 - logits_profile_predictions_loss: 445.6124 - logcount_predictions_loss: 0.1733 55/2546 [..............................] - ETA: 12:37 - loss: 447.8419 - logits_profile_predictions_loss: 445.5527 - logcount_predictions_loss: 0.1734 56/2546 [..............................] - ETA: 12:37 - loss: 447.7690 - logits_profile_predictions_loss: 445.4777 - logcount_predictions_loss: 0.1736 57/2546 [..............................] - ETA: 12:37 - loss: 447.6977 - logits_profile_predictions_loss: 445.4046 - logcount_predictions_loss: 0.1737 58/2546 [..............................] - ETA: 12:36 - loss: 447.6328 - 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[..............................] - ETA: 12:34 - loss: 447.4938 - logits_profile_predictions_loss: 445.1894 - logcount_predictions_loss: 0.1746 66/2546 [..............................] - ETA: 12:34 - loss: 447.5034 - logits_profile_predictions_loss: 445.1979 - logcount_predictions_loss: 0.1747 67/2546 [..............................] - ETA: 12:34 - loss: 447.5250 - logits_profile_predictions_loss: 445.2186 - logcount_predictions_loss: 0.1747 68/2546 [..............................] - ETA: 12:33 - loss: 447.5434 - logits_profile_predictions_loss: 445.2361 - logcount_predictions_loss: 0.1748 69/2546 [..............................] - ETA: 12:33 - loss: 447.5618 - logits_profile_predictions_loss: 445.2536 - logcount_predictions_loss: 0.1749 70/2546 [..............................] - ETA: 12:33 - loss: 447.5833 - logits_profile_predictions_loss: 445.2743 - logcount_predictions_loss: 0.1749 71/2546 [..............................] - ETA: 12:32 - loss: 447.5969 - 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[..............................] - ETA: 12:30 - loss: 447.6912 - logits_profile_predictions_loss: 445.3780 - logcount_predictions_loss: 0.1753 79/2546 [..............................] - ETA: 12:30 - loss: 447.6991 - logits_profile_predictions_loss: 445.3853 - logcount_predictions_loss: 0.1753 80/2546 [..............................] - ETA: 12:30 - loss: 447.7154 - logits_profile_predictions_loss: 445.4008 - logcount_predictions_loss: 0.1754 81/2546 [..............................] - ETA: 12:29 - loss: 447.7272 - logits_profile_predictions_loss: 445.4116 - logcount_predictions_loss: 0.1754 82/2546 [..............................] - ETA: 12:29 - loss: 447.7456 - logits_profile_predictions_loss: 445.4292 - logcount_predictions_loss: 0.1755 83/2546 [..............................] - ETA: 12:29 - loss: 447.7691 - logits_profile_predictions_loss: 445.4520 - logcount_predictions_loss: 0.1755 84/2546 [..............................] - ETA: 12:29 - loss: 447.7854 - 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[>.............................] - ETA: 12:26 - loss: 447.8269 - logits_profile_predictions_loss: 445.5044 - logcount_predictions_loss: 0.1760 92/2546 [>.............................] - ETA: 12:26 - loss: 447.8352 - logits_profile_predictions_loss: 445.5119 - logcount_predictions_loss: 0.1760 93/2546 [>.............................] - ETA: 12:26 - loss: 447.8462 - logits_profile_predictions_loss: 445.5220 - logcount_predictions_loss: 0.1761 94/2546 [>.............................] - ETA: 12:26 - loss: 447.8567 - logits_profile_predictions_loss: 445.5317 - logcount_predictions_loss: 0.1761 95/2546 [>.............................] - ETA: 12:25 - loss: 447.8649 - logits_profile_predictions_loss: 445.5391 - logcount_predictions_loss: 0.1762 96/2546 [>.............................] - ETA: 12:25 - loss: 447.8745 - logits_profile_predictions_loss: 445.5481 - logcount_predictions_loss: 0.1763 97/2546 [>.............................] - ETA: 12:25 - loss: 447.8843 - 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[============================>.] - ETA: 19s - loss: 449.4102 - logits_profile_predictions_loss: 447.0835 - logcount_predictions_loss: 0.1763 2485/2546 [============================>.] - ETA: 18s - loss: 449.4102 - logits_profile_predictions_loss: 447.0835 - logcount_predictions_loss: 0.1763 2486/2546 [============================>.] - ETA: 18s - loss: 449.4102 - logits_profile_predictions_loss: 447.0835 - logcount_predictions_loss: 0.1763 2487/2546 [============================>.] - ETA: 18s - loss: 449.4102 - logits_profile_predictions_loss: 447.0835 - logcount_predictions_loss: 0.1763 2488/2546 [============================>.] - ETA: 17s - loss: 449.4102 - logits_profile_predictions_loss: 447.0835 - logcount_predictions_loss: 0.1763 2489/2546 [============================>.] - ETA: 17s - loss: 449.4102 - logits_profile_predictions_loss: 447.0835 - logcount_predictions_loss: 0.1763 2490/2546 [============================>.] - ETA: 17s - loss: 449.4102 - 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[============================>.] - ETA: 15s - loss: 449.4103 - logits_profile_predictions_loss: 447.0837 - logcount_predictions_loss: 0.1763 2498/2546 [============================>.] - ETA: 14s - loss: 449.4103 - logits_profile_predictions_loss: 447.0837 - logcount_predictions_loss: 0.1763 2499/2546 [============================>.] - ETA: 14s - loss: 449.4104 - logits_profile_predictions_loss: 447.0838 - logcount_predictions_loss: 0.1763 2500/2546 [============================>.] - ETA: 14s - loss: 449.4104 - logits_profile_predictions_loss: 447.0838 - logcount_predictions_loss: 0.1763 2501/2546 [============================>.] - ETA: 13s - loss: 449.4104 - logits_profile_predictions_loss: 447.0839 - logcount_predictions_loss: 0.1763 2502/2546 [============================>.] - ETA: 13s - loss: 449.4105 - logits_profile_predictions_loss: 447.0839 - logcount_predictions_loss: 0.1763 2503/2546 [============================>.] - ETA: 13s - loss: 449.4105 - 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[============================>.] - ETA: 11s - loss: 449.4106 - logits_profile_predictions_loss: 447.0840 - logcount_predictions_loss: 0.1763 2511/2546 [============================>.] - ETA: 10s - loss: 449.4106 - logits_profile_predictions_loss: 447.0841 - logcount_predictions_loss: 0.1763 2512/2546 [============================>.] - ETA: 10s - loss: 449.4106 - logits_profile_predictions_loss: 447.0841 - logcount_predictions_loss: 0.1763 2513/2546 [============================>.] - ETA: 10s - loss: 449.4106 - logits_profile_predictions_loss: 447.0841 - logcount_predictions_loss: 0.1763 2514/2546 [============================>.] - ETA: 9s - loss: 449.4106 - logits_profile_predictions_loss: 447.0842 - logcount_predictions_loss: 0.1763  2515/2546 [============================>.] - ETA: 9s - loss: 449.4107 - logits_profile_predictions_loss: 447.0842 - logcount_predictions_loss: 0.1763 2516/2546 [============================>.] - ETA: 9s - loss: 449.4107 - logits_profile_predictions_loss: 447.0842 - logcount_predictions_loss: 0.1763 2517/2546 [============================>.] - ETA: 8s - loss: 449.4107 - logits_profile_predictions_loss: 447.0842 - logcount_predictions_loss: 0.1763 2518/2546 [============================>.] - ETA: 8s - loss: 449.4107 - logits_profile_predictions_loss: 447.0843 - logcount_predictions_loss: 0.1763 2519/2546 [============================>.] - ETA: 8s - loss: 449.4108 - logits_profile_predictions_loss: 447.0843 - logcount_predictions_loss: 0.1763 2520/2546 [============================>.] - ETA: 8s - loss: 449.4108 - logits_profile_predictions_loss: 447.0843 - logcount_predictions_loss: 0.1763 2521/2546 [============================>.] - ETA: 7s - loss: 449.4108 - logits_profile_predictions_loss: 447.0844 - logcount_predictions_loss: 0.1763 2522/2546 [============================>.] - ETA: 7s - loss: 449.4109 - logits_profile_predictions_loss: 447.0844 - logcount_predictions_loss: 0.1763 2523/2546 [============================>.] - ETA: 7s - 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2530/2546 [============================>.] - ETA: 4s - loss: 449.4113 - logits_profile_predictions_loss: 447.0849 - logcount_predictions_loss: 0.1763 2531/2546 [============================>.] - ETA: 4s - loss: 449.4113 - logits_profile_predictions_loss: 447.0849 - logcount_predictions_loss: 0.1763 2532/2546 [============================>.] - ETA: 4s - loss: 449.4114 - logits_profile_predictions_loss: 447.0850 - logcount_predictions_loss: 0.1763 2533/2546 [============================>.] - ETA: 4s - loss: 449.4114 - logits_profile_predictions_loss: 447.0850 - logcount_predictions_loss: 0.1763 2534/2546 [============================>.] - ETA: 3s - loss: 449.4115 - logits_profile_predictions_loss: 447.0851 - logcount_predictions_loss: 0.1763 2535/2546 [============================>.] - ETA: 3s - loss: 449.4115 - logits_profile_predictions_loss: 447.0852 - logcount_predictions_loss: 0.1763 2536/2546 [============================>.] - ETA: 3s - loss: 449.4116 - logits_profile_predictions_loss: 447.0852 - logcount_predictions_loss: 0.1763 2537/2546 [============================>.] - ETA: 2s - loss: 449.4116 - logits_profile_predictions_loss: 447.0853 - logcount_predictions_loss: 0.1763 2538/2546 [============================>.] - ETA: 2s - loss: 449.4117 - logits_profile_predictions_loss: 447.0853 - logcount_predictions_loss: 0.1763 2539/2546 [============================>.] - ETA: 2s - loss: 449.4117 - logits_profile_predictions_loss: 447.0854 - logcount_predictions_loss: 0.1763 2540/2546 [============================>.] - ETA: 1s - loss: 449.4118 - logits_profile_predictions_loss: 447.0854 - logcount_predictions_loss: 0.1763 2541/2546 [============================>.] - ETA: 1s - loss: 449.4118 - logits_profile_predictions_loss: 447.0855 - logcount_predictions_loss: 0.1763 2542/2546 [============================>.] - ETA: 1s - loss: 449.4119 - logits_profile_predictions_loss: 447.0855 - logcount_predictions_loss: 0.1763 2543/2546 [============================>.] - ETA: 0s - loss: 449.4119 - logits_profile_predictions_loss: 447.0856 - logcount_predictions_loss: 0.1763 2544/2546 [============================>.] - ETA: 0s - loss: 449.4120 - logits_profile_predictions_loss: 447.0857 - logcount_predictions_loss: 0.1763 2545/2546 [============================>.] - ETA: 0s - loss: 449.4120 - logits_profile_predictions_loss: 447.0857 - logcount_predictions_loss: 0.1763 2546/2546 [==============================] - ETA: 0s - loss: 449.4121 - logits_profile_predictions_loss: 447.0858 - logcount_predictions_loss: 0.1763 2546/2546 [==============================] - 815s 320ms/step - loss: 449.4121 - logits_profile_predictions_loss: 447.0858 - logcount_predictions_loss: 0.1763 - val_loss: 496.6577 - val_logits_profile_predictions_loss: 494.3535 - val_logcount_predictions_loss: 0.1746 Epoch 00008: val_loss did not improve from 493.03955 Epoch 9/50 1/2546 [..............................] - ETA: 13:15 - loss: 520.6123 - logits_profile_predictions_loss: 518.6450 - logcount_predictions_loss: 0.1490 2/2546 [..............................] - ETA: 12:48 - loss: 502.5838 - logits_profile_predictions_loss: 500.6699 - logcount_predictions_loss: 0.1450 3/2546 [..............................] - ETA: 12:48 - loss: 495.0059 - logits_profile_predictions_loss: 493.1231 - logcount_predictions_loss: 0.1426 4/2546 [..............................] - ETA: 12:50 - loss: 491.2646 - logits_profile_predictions_loss: 489.3257 - logcount_predictions_loss: 0.1469 5/2546 [..............................] - ETA: 12:49 - loss: 489.5404 - logits_profile_predictions_loss: 487.5977 - logcount_predictions_loss: 0.1472 6/2546 [..............................] - ETA: 12:49 - loss: 488.8197 - logits_profile_predictions_loss: 486.8925 - logcount_predictions_loss: 0.1460 7/2546 [..............................] - ETA: 12:49 - loss: 485.7062 - logits_profile_predictions_loss: 483.7670 - logcount_predictions_loss: 0.1469 8/2546 [..............................] - ETA: 12:49 - loss: 483.7961 - logits_profile_predictions_loss: 481.8411 - logcount_predictions_loss: 0.1481 9/2546 [..............................] - ETA: 12:48 - loss: 482.7420 - logits_profile_predictions_loss: 480.7815 - logcount_predictions_loss: 0.1485 10/2546 [..............................] - ETA: 12:48 - loss: 482.1367 - logits_profile_predictions_loss: 480.1664 - logcount_predictions_loss: 0.1493 11/2546 [..............................] - ETA: 12:48 - loss: 481.3030 - logits_profile_predictions_loss: 479.3182 - logcount_predictions_loss: 0.1504 12/2546 [..............................] - ETA: 12:48 - loss: 480.9734 - logits_profile_predictions_loss: 478.9796 - logcount_predictions_loss: 0.1511 13/2546 [..............................] - ETA: 12:47 - loss: 480.3140 - logits_profile_predictions_loss: 478.3070 - logcount_predictions_loss: 0.1520 14/2546 [..............................] - ETA: 12:47 - loss: 479.5547 - logits_profile_predictions_loss: 477.5392 - logcount_predictions_loss: 0.1527 15/2546 [..............................] - ETA: 12:47 - loss: 478.8019 - logits_profile_predictions_loss: 476.7776 - logcount_predictions_loss: 0.1534 16/2546 [..............................] - ETA: 12:47 - loss: 478.0293 - logits_profile_predictions_loss: 475.9960 - logcount_predictions_loss: 0.1540 17/2546 [..............................] - ETA: 12:46 - loss: 477.3954 - logits_profile_predictions_loss: 475.3533 - logcount_predictions_loss: 0.1547 18/2546 [..............................] - ETA: 12:46 - loss: 476.8330 - logits_profile_predictions_loss: 474.7828 - logcount_predictions_loss: 0.1553 19/2546 [..............................] - ETA: 12:46 - loss: 476.3562 - logits_profile_predictions_loss: 474.2987 - logcount_predictions_loss: 0.1559 20/2546 [..............................] - ETA: 12:46 - loss: 475.9177 - logits_profile_predictions_loss: 473.8541 - logcount_predictions_loss: 0.1563 21/2546 [..............................] - ETA: 12:45 - loss: 475.4467 - logits_profile_predictions_loss: 473.3772 - logcount_predictions_loss: 0.1568 22/2546 [..............................] - ETA: 12:45 - loss: 475.0711 - logits_profile_predictions_loss: 472.9961 - logcount_predictions_loss: 0.1572 23/2546 [..............................] - ETA: 12:45 - loss: 474.6356 - logits_profile_predictions_loss: 472.5563 - logcount_predictions_loss: 0.1575 24/2546 [..............................] - ETA: 12:44 - loss: 474.2524 - logits_profile_predictions_loss: 472.1693 - logcount_predictions_loss: 0.1578 25/2546 [..............................] - ETA: 12:44 - loss: 473.8829 - logits_profile_predictions_loss: 471.7964 - logcount_predictions_loss: 0.1581 26/2546 [..............................] - ETA: 12:44 - loss: 473.5243 - logits_profile_predictions_loss: 471.4344 - logcount_predictions_loss: 0.1583 27/2546 [..............................] - ETA: 12:44 - loss: 473.1428 - logits_profile_predictions_loss: 471.0504 - logcount_predictions_loss: 0.1585 28/2546 [..............................] - ETA: 12:43 - loss: 472.7637 - logits_profile_predictions_loss: 470.6685 - logcount_predictions_loss: 0.1587 29/2546 [..............................] - ETA: 12:43 - loss: 472.3793 - logits_profile_predictions_loss: 470.2816 - logcount_predictions_loss: 0.1589 30/2546 [..............................] - ETA: 12:43 - loss: 472.0489 - logits_profile_predictions_loss: 469.9482 - logcount_predictions_loss: 0.1591 31/2546 [..............................] - ETA: 12:42 - loss: 471.7484 - logits_profile_predictions_loss: 469.6455 - logcount_predictions_loss: 0.1593 32/2546 [..............................] - ETA: 12:42 - loss: 471.5012 - logits_profile_predictions_loss: 469.3949 - logcount_predictions_loss: 0.1596 33/2546 [..............................] - ETA: 12:42 - loss: 471.3336 - logits_profile_predictions_loss: 469.2235 - logcount_predictions_loss: 0.1599 34/2546 [..............................] - ETA: 12:42 - loss: 471.1144 - logits_profile_predictions_loss: 469.0004 - logcount_predictions_loss: 0.1601 35/2546 [..............................] - ETA: 12:41 - loss: 470.8804 - logits_profile_predictions_loss: 468.7628 - logcount_predictions_loss: 0.1604 36/2546 [..............................] - ETA: 12:41 - loss: 470.6755 - logits_profile_predictions_loss: 468.5530 - logcount_predictions_loss: 0.1608 37/2546 [..............................] - ETA: 12:41 - loss: 470.4726 - logits_profile_predictions_loss: 468.3452 - logcount_predictions_loss: 0.1612 38/2546 [..............................] - ETA: 12:40 - loss: 470.2907 - logits_profile_predictions_loss: 468.1584 - logcount_predictions_loss: 0.1615 39/2546 [..............................] - ETA: 12:40 - loss: 470.1679 - logits_profile_predictions_loss: 468.0309 - logcount_predictions_loss: 0.1619 40/2546 [..............................] - ETA: 12:40 - loss: 470.0399 - logits_profile_predictions_loss: 467.8987 - logcount_predictions_loss: 0.1622 41/2546 [..............................] - ETA: 12:40 - loss: 469.8951 - logits_profile_predictions_loss: 467.7503 - logcount_predictions_loss: 0.1625 42/2546 [..............................] - ETA: 12:39 - loss: 469.7749 - logits_profile_predictions_loss: 467.6268 - logcount_predictions_loss: 0.1627 43/2546 [..............................] - ETA: 12:39 - loss: 469.6524 - logits_profile_predictions_loss: 467.5015 - logcount_predictions_loss: 0.1629 44/2546 [..............................] - ETA: 12:39 - loss: 469.5187 - logits_profile_predictions_loss: 467.3654 - logcount_predictions_loss: 0.1631 45/2546 [..............................] - ETA: 12:38 - loss: 469.3480 - logits_profile_predictions_loss: 467.1925 - logcount_predictions_loss: 0.1633 46/2546 [..............................] - ETA: 12:38 - loss: 469.1709 - logits_profile_predictions_loss: 467.0135 - logcount_predictions_loss: 0.1634 47/2546 [..............................] - ETA: 12:38 - loss: 468.9869 - logits_profile_predictions_loss: 466.8277 - logcount_predictions_loss: 0.1636 48/2546 [..............................] - ETA: 12:38 - loss: 468.8018 - logits_profile_predictions_loss: 466.6409 - logcount_predictions_loss: 0.1637 49/2546 [..............................] - ETA: 12:37 - loss: 468.5929 - logits_profile_predictions_loss: 466.4305 - logcount_predictions_loss: 0.1638 50/2546 [..............................] - ETA: 12:37 - loss: 468.3877 - logits_profile_predictions_loss: 466.2240 - logcount_predictions_loss: 0.1639 51/2546 [..............................] - ETA: 12:37 - loss: 468.1787 - logits_profile_predictions_loss: 466.0139 - logcount_predictions_loss: 0.1640 52/2546 [..............................] - ETA: 12:36 - loss: 467.9857 - logits_profile_predictions_loss: 465.8202 - logcount_predictions_loss: 0.1640 53/2546 [..............................] - ETA: 12:36 - loss: 467.7877 - logits_profile_predictions_loss: 465.6217 - logcount_predictions_loss: 0.1641 54/2546 [..............................] - ETA: 12:36 - loss: 467.5854 - logits_profile_predictions_loss: 465.4190 - logcount_predictions_loss: 0.1641 55/2546 [..............................] - ETA: 12:36 - loss: 467.4018 - logits_profile_predictions_loss: 465.2351 - logcount_predictions_loss: 0.1641 56/2546 [..............................] - ETA: 12:35 - loss: 467.2206 - logits_profile_predictions_loss: 465.0537 - logcount_predictions_loss: 0.1642 57/2546 [..............................] - ETA: 12:35 - loss: 467.0509 - logits_profile_predictions_loss: 464.8839 - logcount_predictions_loss: 0.1642 58/2546 [..............................] - ETA: 12:35 - loss: 466.8839 - logits_profile_predictions_loss: 464.7171 - logcount_predictions_loss: 0.1641 59/2546 [..............................] - ETA: 12:34 - loss: 466.7345 - logits_profile_predictions_loss: 464.5681 - logcount_predictions_loss: 0.1641 60/2546 [..............................] - ETA: 12:34 - loss: 466.5786 - logits_profile_predictions_loss: 464.4126 - logcount_predictions_loss: 0.1641 61/2546 [..............................] - ETA: 12:34 - loss: 466.4328 - logits_profile_predictions_loss: 464.2671 - logcount_predictions_loss: 0.1641 62/2546 [..............................] - ETA: 12:34 - loss: 466.2828 - logits_profile_predictions_loss: 464.1174 - logcount_predictions_loss: 0.1640 63/2546 [..............................] - ETA: 12:33 - loss: 466.1482 - logits_profile_predictions_loss: 463.9830 - logcount_predictions_loss: 0.1640 64/2546 [..............................] - ETA: 12:33 - loss: 466.0363 - logits_profile_predictions_loss: 463.8711 - logcount_predictions_loss: 0.1640 65/2546 [..............................] - ETA: 12:33 - loss: 465.9164 - logits_profile_predictions_loss: 463.7513 - logcount_predictions_loss: 0.1640 66/2546 [..............................] - ETA: 12:32 - loss: 465.8060 - 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[====>.........................] - ETA: 10:29 - loss: 451.4002 - logits_profile_predictions_loss: 449.2035 - logcount_predictions_loss: 0.1664 478/2546 [====>.........................] - ETA: 10:29 - loss: 451.3968 - logits_profile_predictions_loss: 449.1999 - logcount_predictions_loss: 0.1664 479/2546 [====>.........................] - ETA: 10:28 - loss: 451.3936 - logits_profile_predictions_loss: 449.1965 - logcount_predictions_loss: 0.1664 480/2546 [====>.........................] - ETA: 10:28 - loss: 451.3902 - logits_profile_predictions_loss: 449.1930 - logcount_predictions_loss: 0.1665 481/2546 [====>.........................] - ETA: 10:28 - loss: 451.3866 - logits_profile_predictions_loss: 449.1893 - logcount_predictions_loss: 0.1665 482/2546 [====>.........................] - ETA: 10:27 - loss: 451.3832 - logits_profile_predictions_loss: 449.1858 - logcount_predictions_loss: 0.1665 483/2546 [====>.........................] - ETA: 10:27 - loss: 451.3796 - 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[============================>.] - ETA: 24s - loss: 449.5279 - logits_profile_predictions_loss: 447.2863 - logcount_predictions_loss: 0.1698 2467/2546 [============================>.] - ETA: 24s - loss: 449.5275 - logits_profile_predictions_loss: 447.2859 - logcount_predictions_loss: 0.1698 2468/2546 [============================>.] - ETA: 23s - loss: 449.5271 - logits_profile_predictions_loss: 447.2856 - logcount_predictions_loss: 0.1698 2469/2546 [============================>.] - ETA: 23s - loss: 449.5268 - logits_profile_predictions_loss: 447.2852 - logcount_predictions_loss: 0.1698 2470/2546 [============================>.] - ETA: 23s - loss: 449.5264 - logits_profile_predictions_loss: 447.2848 - logcount_predictions_loss: 0.1698 2471/2546 [============================>.] - ETA: 22s - loss: 449.5260 - logits_profile_predictions_loss: 447.2844 - logcount_predictions_loss: 0.1698 2472/2546 [============================>.] - ETA: 22s - loss: 449.5257 - 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[============================>.] - ETA: 20s - loss: 449.5231 - logits_profile_predictions_loss: 447.2815 - logcount_predictions_loss: 0.1698 2480/2546 [============================>.] - ETA: 20s - loss: 449.5227 - logits_profile_predictions_loss: 447.2811 - logcount_predictions_loss: 0.1698 2481/2546 [============================>.] - ETA: 19s - loss: 449.5224 - logits_profile_predictions_loss: 447.2807 - logcount_predictions_loss: 0.1698 2482/2546 [============================>.] - ETA: 19s - loss: 449.5220 - logits_profile_predictions_loss: 447.2804 - logcount_predictions_loss: 0.1698 2483/2546 [============================>.] - ETA: 19s - loss: 449.5216 - logits_profile_predictions_loss: 447.2800 - logcount_predictions_loss: 0.1698 2484/2546 [============================>.] - ETA: 18s - loss: 449.5213 - logits_profile_predictions_loss: 447.2796 - logcount_predictions_loss: 0.1698 2485/2546 [============================>.] - ETA: 18s - loss: 449.5209 - 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[============================>.] - ETA: 16s - loss: 449.5185 - logits_profile_predictions_loss: 447.2768 - logcount_predictions_loss: 0.1698 2493/2546 [============================>.] - ETA: 16s - loss: 449.5181 - logits_profile_predictions_loss: 447.2764 - logcount_predictions_loss: 0.1698 2494/2546 [============================>.] - ETA: 15s - loss: 449.5178 - logits_profile_predictions_loss: 447.2761 - logcount_predictions_loss: 0.1698 2495/2546 [============================>.] - ETA: 15s - loss: 449.5174 - logits_profile_predictions_loss: 447.2757 - logcount_predictions_loss: 0.1698 2496/2546 [============================>.] - ETA: 15s - loss: 449.5171 - logits_profile_predictions_loss: 447.2754 - logcount_predictions_loss: 0.1698 2497/2546 [============================>.] - ETA: 15s - loss: 449.5167 - logits_profile_predictions_loss: 447.2750 - logcount_predictions_loss: 0.1698 2498/2546 [============================>.] - ETA: 14s - loss: 449.5164 - 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[============================>.] - ETA: 12s - loss: 449.5138 - logits_profile_predictions_loss: 447.2720 - logcount_predictions_loss: 0.1698 2506/2546 [============================>.] - ETA: 12s - loss: 449.5134 - logits_profile_predictions_loss: 447.2716 - logcount_predictions_loss: 0.1698 2507/2546 [============================>.] - ETA: 11s - loss: 449.5130 - logits_profile_predictions_loss: 447.2712 - logcount_predictions_loss: 0.1698 2508/2546 [============================>.] - ETA: 11s - loss: 449.5126 - logits_profile_predictions_loss: 447.2708 - logcount_predictions_loss: 0.1698 2509/2546 [============================>.] - ETA: 11s - loss: 449.5122 - logits_profile_predictions_loss: 447.2704 - logcount_predictions_loss: 0.1698 2510/2546 [============================>.] - ETA: 11s - loss: 449.5118 - logits_profile_predictions_loss: 447.2701 - logcount_predictions_loss: 0.1698 2511/2546 [============================>.] - ETA: 10s - loss: 449.5114 - 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[============================>.] - ETA: 8s - loss: 449.5087 - logits_profile_predictions_loss: 447.2669 - logcount_predictions_loss: 0.1698 2519/2546 [============================>.] - ETA: 8s - loss: 449.5083 - logits_profile_predictions_loss: 447.2665 - logcount_predictions_loss: 0.1698 2520/2546 [============================>.] - ETA: 7s - loss: 449.5079 - logits_profile_predictions_loss: 447.2662 - logcount_predictions_loss: 0.1698 2521/2546 [============================>.] - ETA: 7s - loss: 449.5076 - logits_profile_predictions_loss: 447.2658 - logcount_predictions_loss: 0.1698 2522/2546 [============================>.] - ETA: 7s - loss: 449.5072 - logits_profile_predictions_loss: 447.2654 - logcount_predictions_loss: 0.1698 2523/2546 [============================>.] - ETA: 7s - loss: 449.5068 - logits_profile_predictions_loss: 447.2650 - logcount_predictions_loss: 0.1698 2524/2546 [============================>.] - ETA: 6s - loss: 449.5065 - logits_profile_predictions_loss: 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2538/2546 [============================>.] - ETA: 2s - loss: 449.5010 - logits_profile_predictions_loss: 447.2592 - logcount_predictions_loss: 0.1698 2539/2546 [============================>.] - ETA: 2s - loss: 449.5007 - logits_profile_predictions_loss: 447.2588 - logcount_predictions_loss: 0.1698 2540/2546 [============================>.] - ETA: 1s - loss: 449.5003 - logits_profile_predictions_loss: 447.2584 - logcount_predictions_loss: 0.1698 2541/2546 [============================>.] - ETA: 1s - loss: 449.4999 - logits_profile_predictions_loss: 447.2580 - logcount_predictions_loss: 0.1698 2542/2546 [============================>.] - ETA: 1s - loss: 449.4995 - logits_profile_predictions_loss: 447.2576 - logcount_predictions_loss: 0.1698 2543/2546 [============================>.] - ETA: 0s - loss: 449.4991 - logits_profile_predictions_loss: 447.2573 - logcount_predictions_loss: 0.1698 2544/2546 [============================>.] - ETA: 0s - loss: 449.4988 - logits_profile_predictions_loss: 447.2569 - logcount_predictions_loss: 0.1698 2545/2546 [============================>.] - ETA: 0s - loss: 449.4984 - logits_profile_predictions_loss: 447.2565 - logcount_predictions_loss: 0.1698 2546/2546 [==============================] - ETA: 0s - loss: 449.4980 - logits_profile_predictions_loss: 447.2561 - logcount_predictions_loss: 0.1698 2546/2546 [==============================] - 808s 317ms/step - loss: 449.4977 - logits_profile_predictions_loss: 447.2558 - logcount_predictions_loss: 0.1698 - val_loss: 496.7676 - val_logits_profile_predictions_loss: 493.8020 - val_logcount_predictions_loss: 0.2247 Epoch 00009: val_loss did not improve from 493.03955 Epoch 10/50 1/2546 [..............................] - ETA: 13:35 - loss: 458.2530 - logits_profile_predictions_loss: 456.4491 - logcount_predictions_loss: 0.1367 2/2546 [..............................] - ETA: 12:49 - loss: 444.8710 - logits_profile_predictions_loss: 442.9254 - logcount_predictions_loss: 0.1474 3/2546 [..............................] - ETA: 12:50 - loss: 439.7957 - logits_profile_predictions_loss: 437.6207 - logcount_predictions_loss: 0.1648 4/2546 [..............................] - ETA: 12:51 - loss: 437.3745 - logits_profile_predictions_loss: 435.1335 - logcount_predictions_loss: 0.1698 5/2546 [..............................] - ETA: 12:50 - loss: 435.9234 - logits_profile_predictions_loss: 433.6266 - logcount_predictions_loss: 0.1740 6/2546 [..............................] - ETA: 12:50 - loss: 436.1690 - logits_profile_predictions_loss: 433.8312 - logcount_predictions_loss: 0.1771 7/2546 [..............................] - ETA: 12:50 - loss: 436.5792 - logits_profile_predictions_loss: 434.2124 - logcount_predictions_loss: 0.1793 8/2546 [..............................] - ETA: 12:49 - loss: 437.1358 - logits_profile_predictions_loss: 434.7629 - logcount_predictions_loss: 0.1798 9/2546 [..............................] - ETA: 12:49 - loss: 438.5242 - logits_profile_predictions_loss: 436.1524 - logcount_predictions_loss: 0.1797 10/2546 [..............................] - ETA: 12:49 - loss: 439.8174 - logits_profile_predictions_loss: 437.4428 - logcount_predictions_loss: 0.1799 11/2546 [..............................] - ETA: 12:49 - loss: 441.6160 - logits_profile_predictions_loss: 439.2376 - logcount_predictions_loss: 0.1802 12/2546 [..............................] - ETA: 12:49 - loss: 442.9260 - logits_profile_predictions_loss: 440.5429 - logcount_predictions_loss: 0.1805 13/2546 [..............................] - ETA: 12:48 - loss: 444.5000 - logits_profile_predictions_loss: 442.1131 - logcount_predictions_loss: 0.1808 14/2546 [..............................] - ETA: 12:48 - loss: 445.8149 - logits_profile_predictions_loss: 443.4258 - logcount_predictions_loss: 0.1810 15/2546 [..............................] - ETA: 12:48 - loss: 447.6190 - logits_profile_predictions_loss: 445.2286 - logcount_predictions_loss: 0.1811 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2533/2546 [============================>.] - ETA: 3s - loss: 448.4180 - logits_profile_predictions_loss: 446.2212 - logcount_predictions_loss: 0.1664 2534/2546 [============================>.] - ETA: 3s - loss: 448.4178 - logits_profile_predictions_loss: 446.2210 - logcount_predictions_loss: 0.1664 2535/2546 [============================>.] - ETA: 3s - loss: 448.4176 - logits_profile_predictions_loss: 446.2208 - logcount_predictions_loss: 0.1664 2536/2546 [============================>.] - ETA: 3s - loss: 448.4173 - logits_profile_predictions_loss: 446.2205 - logcount_predictions_loss: 0.1664 2537/2546 [============================>.] - ETA: 2s - loss: 448.4171 - logits_profile_predictions_loss: 446.2203 - logcount_predictions_loss: 0.1664 2538/2546 [============================>.] - ETA: 2s - loss: 448.4169 - logits_profile_predictions_loss: 446.2201 - logcount_predictions_loss: 0.1664 2539/2546 [============================>.] - ETA: 2s - loss: 448.4166 - logits_profile_predictions_loss: 446.2198 - logcount_predictions_loss: 0.1664 2540/2546 [============================>.] - ETA: 1s - loss: 448.4164 - logits_profile_predictions_loss: 446.2196 - logcount_predictions_loss: 0.1664 2541/2546 [============================>.] - ETA: 1s - loss: 448.4162 - logits_profile_predictions_loss: 446.2194 - logcount_predictions_loss: 0.1664 2542/2546 [============================>.] - ETA: 1s - loss: 448.4159 - logits_profile_predictions_loss: 446.2192 - logcount_predictions_loss: 0.1664 2543/2546 [============================>.] - ETA: 0s - loss: 448.4157 - logits_profile_predictions_loss: 446.2189 - logcount_predictions_loss: 0.1664 2544/2546 [============================>.] - ETA: 0s - loss: 448.4155 - logits_profile_predictions_loss: 446.2187 - logcount_predictions_loss: 0.1664 2545/2546 [============================>.] - ETA: 0s - loss: 448.4153 - logits_profile_predictions_loss: 446.2185 - logcount_predictions_loss: 0.1664 2546/2546 [==============================] - ETA: 0s - loss: 448.4150 - logits_profile_predictions_loss: 446.2182 - logcount_predictions_loss: 0.1664 2546/2546 [==============================] - 808s 318ms/step - loss: 448.4148 - logits_profile_predictions_loss: 446.2180 - logcount_predictions_loss: 0.1664 - val_loss: 494.0095 - val_logits_profile_predictions_loss: 491.6656 - val_logcount_predictions_loss: 0.1776 Epoch 00010: val_loss did not improve from 493.03955 Epoch 11/50 1/2546 [..............................] - ETA: 13:26 - loss: 482.2819 - logits_profile_predictions_loss: 480.0878 - logcount_predictions_loss: 0.1662 2/2546 [..............................] - ETA: 12:51 - loss: 474.1963 - logits_profile_predictions_loss: 472.0861 - logcount_predictions_loss: 0.1599 3/2546 [..............................] - ETA: 12:51 - loss: 468.2971 - logits_profile_predictions_loss: 466.1947 - logcount_predictions_loss: 0.1593 4/2546 [..............................] - ETA: 12:51 - loss: 462.8265 - logits_profile_predictions_loss: 460.7810 - logcount_predictions_loss: 0.1550 5/2546 [..............................] - ETA: 12:51 - loss: 462.3093 - logits_profile_predictions_loss: 460.2851 - logcount_predictions_loss: 0.1534 6/2546 [..............................] - ETA: 12:51 - loss: 460.7645 - logits_profile_predictions_loss: 458.7335 - logcount_predictions_loss: 0.1539 7/2546 [..............................] - ETA: 12:51 - loss: 459.5015 - logits_profile_predictions_loss: 457.4333 - logcount_predictions_loss: 0.1567 8/2546 [..............................] - ETA: 12:50 - loss: 458.6589 - logits_profile_predictions_loss: 456.5614 - logcount_predictions_loss: 0.1589 9/2546 [..............................] - ETA: 12:50 - loss: 456.7317 - logits_profile_predictions_loss: 454.6124 - logcount_predictions_loss: 0.1606 10/2546 [..............................] - ETA: 12:49 - loss: 454.4254 - logits_profile_predictions_loss: 452.2963 - logcount_predictions_loss: 0.1613 11/2546 [..............................] - ETA: 12:49 - loss: 452.5822 - logits_profile_predictions_loss: 450.4494 - logcount_predictions_loss: 0.1616 12/2546 [..............................] - ETA: 12:49 - loss: 451.2693 - logits_profile_predictions_loss: 449.1376 - logcount_predictions_loss: 0.1615 13/2546 [..............................] - ETA: 12:49 - loss: 450.1189 - logits_profile_predictions_loss: 447.9892 - logcount_predictions_loss: 0.1613 14/2546 [..............................] - ETA: 12:49 - loss: 449.1490 - logits_profile_predictions_loss: 447.0216 - logcount_predictions_loss: 0.1612 15/2546 [..............................] - ETA: 12:48 - loss: 448.5471 - logits_profile_predictions_loss: 446.4228 - logcount_predictions_loss: 0.1609 16/2546 [..............................] - ETA: 12:48 - loss: 448.0030 - logits_profile_predictions_loss: 445.8801 - logcount_predictions_loss: 0.1608 17/2546 [..............................] - ETA: 12:48 - loss: 447.5112 - logits_profile_predictions_loss: 445.3915 - logcount_predictions_loss: 0.1606 18/2546 [..............................] - ETA: 12:48 - loss: 447.0255 - logits_profile_predictions_loss: 444.9105 - logcount_predictions_loss: 0.1602 19/2546 [..............................] - ETA: 12:47 - loss: 446.5411 - logits_profile_predictions_loss: 444.4319 - logcount_predictions_loss: 0.1598 20/2546 [..............................] - ETA: 12:47 - loss: 446.1983 - logits_profile_predictions_loss: 444.0939 - logcount_predictions_loss: 0.1594 21/2546 [..............................] - ETA: 12:47 - loss: 445.8476 - logits_profile_predictions_loss: 443.7475 - logcount_predictions_loss: 0.1591 22/2546 [..............................] - ETA: 12:46 - loss: 445.5914 - logits_profile_predictions_loss: 443.4909 - logcount_predictions_loss: 0.1591 23/2546 [..............................] - ETA: 12:46 - loss: 445.5135 - logits_profile_predictions_loss: 443.4120 - logcount_predictions_loss: 0.1592 24/2546 [..............................] - ETA: 12:46 - loss: 445.4423 - logits_profile_predictions_loss: 443.3409 - logcount_predictions_loss: 0.1592 25/2546 [..............................] - ETA: 12:46 - loss: 445.4385 - logits_profile_predictions_loss: 443.3373 - logcount_predictions_loss: 0.1592 26/2546 [..............................] - ETA: 12:45 - loss: 445.3179 - logits_profile_predictions_loss: 443.2174 - logcount_predictions_loss: 0.1591 27/2546 [..............................] - ETA: 12:45 - loss: 445.2434 - logits_profile_predictions_loss: 443.1436 - logcount_predictions_loss: 0.1591 28/2546 [..............................] - ETA: 12:45 - loss: 445.1393 - logits_profile_predictions_loss: 443.0414 - logcount_predictions_loss: 0.1589 29/2546 [..............................] - ETA: 12:44 - loss: 444.9861 - logits_profile_predictions_loss: 442.8901 - logcount_predictions_loss: 0.1588 30/2546 [..............................] - ETA: 12:44 - loss: 444.8487 - logits_profile_predictions_loss: 442.7547 - logcount_predictions_loss: 0.1586 31/2546 [..............................] - ETA: 12:44 - loss: 444.6802 - logits_profile_predictions_loss: 442.5853 - logcount_predictions_loss: 0.1587 32/2546 [..............................] - ETA: 12:44 - loss: 444.4483 - logits_profile_predictions_loss: 442.3528 - logcount_predictions_loss: 0.1587 33/2546 [..............................] - ETA: 12:43 - loss: 444.2171 - logits_profile_predictions_loss: 442.1202 - logcount_predictions_loss: 0.1589 34/2546 [..............................] - ETA: 12:43 - loss: 444.0157 - logits_profile_predictions_loss: 441.9180 - logcount_predictions_loss: 0.1589 35/2546 [..............................] - ETA: 12:43 - loss: 443.7874 - logits_profile_predictions_loss: 441.6893 - logcount_predictions_loss: 0.1589 36/2546 [..............................] - ETA: 12:42 - loss: 443.6384 - logits_profile_predictions_loss: 441.5398 - logcount_predictions_loss: 0.1590 37/2546 [..............................] - ETA: 12:42 - loss: 443.5105 - logits_profile_predictions_loss: 441.4120 - logcount_predictions_loss: 0.1590 38/2546 [..............................] - ETA: 12:42 - loss: 443.3693 - logits_profile_predictions_loss: 441.2711 - logcount_predictions_loss: 0.1590 39/2546 [..............................] - ETA: 12:42 - loss: 443.2406 - logits_profile_predictions_loss: 441.1430 - logcount_predictions_loss: 0.1589 40/2546 [..............................] - ETA: 12:41 - loss: 443.1300 - logits_profile_predictions_loss: 441.0330 - logcount_predictions_loss: 0.1589 41/2546 [..............................] - ETA: 12:41 - loss: 443.0273 - logits_profile_predictions_loss: 440.9304 - logcount_predictions_loss: 0.1589 42/2546 [..............................] - ETA: 12:41 - loss: 442.9240 - logits_profile_predictions_loss: 440.8275 - logcount_predictions_loss: 0.1588 43/2546 [..............................] - ETA: 12:40 - loss: 442.8306 - logits_profile_predictions_loss: 440.7349 - logcount_predictions_loss: 0.1588 44/2546 [..............................] - ETA: 12:40 - loss: 442.7388 - logits_profile_predictions_loss: 440.6442 - logcount_predictions_loss: 0.1587 45/2546 [..............................] - ETA: 12:40 - loss: 442.6516 - logits_profile_predictions_loss: 440.5582 - logcount_predictions_loss: 0.1586 46/2546 [..............................] - ETA: 12:40 - loss: 442.5420 - logits_profile_predictions_loss: 440.4496 - logcount_predictions_loss: 0.1585 47/2546 [..............................] - ETA: 12:39 - loss: 442.4474 - logits_profile_predictions_loss: 440.3556 - logcount_predictions_loss: 0.1585 48/2546 [..............................] - ETA: 12:39 - loss: 442.3534 - logits_profile_predictions_loss: 440.2622 - logcount_predictions_loss: 0.1584 49/2546 [..............................] - ETA: 12:39 - loss: 442.2740 - logits_profile_predictions_loss: 440.1836 - logcount_predictions_loss: 0.1584 50/2546 [..............................] - ETA: 12:38 - loss: 442.1914 - logits_profile_predictions_loss: 440.1021 - logcount_predictions_loss: 0.1583 51/2546 [..............................] - ETA: 12:38 - loss: 442.0931 - logits_profile_predictions_loss: 440.0051 - logcount_predictions_loss: 0.1582 52/2546 [..............................] - ETA: 12:38 - loss: 442.0013 - logits_profile_predictions_loss: 439.9138 - logcount_predictions_loss: 0.1581 53/2546 [..............................] - ETA: 12:37 - loss: 441.9334 - logits_profile_predictions_loss: 439.8466 - logcount_predictions_loss: 0.1581 54/2546 [..............................] - ETA: 12:37 - loss: 441.8675 - logits_profile_predictions_loss: 439.7815 - logcount_predictions_loss: 0.1580 55/2546 [..............................] - ETA: 12:37 - loss: 441.7910 - logits_profile_predictions_loss: 439.7058 - logcount_predictions_loss: 0.1580 56/2546 [..............................] - ETA: 12:37 - loss: 441.7019 - logits_profile_predictions_loss: 439.6175 - logcount_predictions_loss: 0.1579 57/2546 [..............................] - ETA: 12:36 - loss: 441.6050 - logits_profile_predictions_loss: 439.5216 - logcount_predictions_loss: 0.1578 58/2546 [..............................] - ETA: 12:36 - loss: 441.5210 - logits_profile_predictions_loss: 439.4383 - logcount_predictions_loss: 0.1578 59/2546 [..............................] - ETA: 12:36 - loss: 441.4530 - logits_profile_predictions_loss: 439.3711 - logcount_predictions_loss: 0.1577 60/2546 [..............................] - ETA: 12:35 - loss: 441.3825 - logits_profile_predictions_loss: 439.3015 - logcount_predictions_loss: 0.1576 61/2546 [..............................] - ETA: 12:35 - loss: 441.3410 - logits_profile_predictions_loss: 439.2611 - logcount_predictions_loss: 0.1576 62/2546 [..............................] - ETA: 12:35 - loss: 441.3028 - logits_profile_predictions_loss: 439.2241 - logcount_predictions_loss: 0.1575 63/2546 [..............................] - ETA: 12:35 - loss: 441.2804 - logits_profile_predictions_loss: 439.2028 - logcount_predictions_loss: 0.1574 64/2546 [..............................] - ETA: 12:34 - loss: 441.2638 - logits_profile_predictions_loss: 439.1871 - logcount_predictions_loss: 0.1573 65/2546 [..............................] - ETA: 12:34 - loss: 441.2347 - logits_profile_predictions_loss: 439.1588 - logcount_predictions_loss: 0.1573 66/2546 [..............................] - ETA: 12:34 - loss: 441.2010 - logits_profile_predictions_loss: 439.1258 - logcount_predictions_loss: 0.1572 67/2546 [..............................] - ETA: 12:33 - loss: 441.1719 - logits_profile_predictions_loss: 439.0974 - logcount_predictions_loss: 0.1572 68/2546 [..............................] - ETA: 12:33 - loss: 441.1349 - logits_profile_predictions_loss: 439.0610 - logcount_predictions_loss: 0.1571 69/2546 [..............................] - ETA: 12:33 - loss: 441.1084 - logits_profile_predictions_loss: 439.0352 - logcount_predictions_loss: 0.1571 70/2546 [..............................] - ETA: 12:33 - loss: 441.0703 - logits_profile_predictions_loss: 438.9978 - logcount_predictions_loss: 0.1570 71/2546 [..............................] - ETA: 12:32 - loss: 441.0329 - logits_profile_predictions_loss: 438.9611 - logcount_predictions_loss: 0.1570 72/2546 [..............................] - ETA: 12:32 - loss: 440.9904 - logits_profile_predictions_loss: 438.9194 - logcount_predictions_loss: 0.1569 73/2546 [..............................] - ETA: 12:32 - loss: 440.9579 - logits_profile_predictions_loss: 438.8879 - logcount_predictions_loss: 0.1568 74/2546 [..............................] - ETA: 12:31 - loss: 440.9210 - logits_profile_predictions_loss: 438.8520 - logcount_predictions_loss: 0.1567 75/2546 [..............................] - ETA: 12:31 - loss: 440.8726 - logits_profile_predictions_loss: 438.8046 - logcount_predictions_loss: 0.1567 76/2546 [..............................] - ETA: 12:31 - loss: 440.8253 - logits_profile_predictions_loss: 438.7584 - logcount_predictions_loss: 0.1566 77/2546 [..............................] - ETA: 12:31 - loss: 440.7951 - logits_profile_predictions_loss: 438.7292 - logcount_predictions_loss: 0.1565 78/2546 [..............................] - ETA: 12:30 - loss: 440.7830 - logits_profile_predictions_loss: 438.7182 - logcount_predictions_loss: 0.1564 79/2546 [..............................] - ETA: 12:30 - loss: 440.7805 - logits_profile_predictions_loss: 438.7166 - logcount_predictions_loss: 0.1564 80/2546 [..............................] - ETA: 12:30 - loss: 440.7723 - logits_profile_predictions_loss: 438.7093 - logcount_predictions_loss: 0.1563 81/2546 [..............................] - ETA: 12:29 - loss: 440.7585 - logits_profile_predictions_loss: 438.6965 - logcount_predictions_loss: 0.1562 82/2546 [..............................] - ETA: 12:29 - loss: 440.7456 - logits_profile_predictions_loss: 438.6845 - logcount_predictions_loss: 0.1561 83/2546 [..............................] - ETA: 12:29 - loss: 440.7358 - logits_profile_predictions_loss: 438.6757 - logcount_predictions_loss: 0.1561 84/2546 [..............................] - ETA: 12:29 - loss: 440.7226 - logits_profile_predictions_loss: 438.6634 - logcount_predictions_loss: 0.1560 85/2546 [>.............................] - ETA: 12:28 - loss: 440.7120 - logits_profile_predictions_loss: 438.6537 - logcount_predictions_loss: 0.1559 86/2546 [>.............................] - ETA: 12:28 - loss: 440.7062 - logits_profile_predictions_loss: 438.6489 - logcount_predictions_loss: 0.1559 87/2546 [>.............................] - ETA: 12:28 - loss: 440.6912 - logits_profile_predictions_loss: 438.6348 - logcount_predictions_loss: 0.1558 88/2546 [>.............................] - ETA: 12:27 - loss: 440.6737 - logits_profile_predictions_loss: 438.6182 - logcount_predictions_loss: 0.1557 89/2546 [>.............................] - ETA: 12:27 - loss: 440.6578 - logits_profile_predictions_loss: 438.6032 - logcount_predictions_loss: 0.1557 90/2546 [>.............................] - ETA: 12:27 - loss: 440.6379 - logits_profile_predictions_loss: 438.5842 - logcount_predictions_loss: 0.1556 91/2546 [>.............................] - ETA: 12:26 - loss: 440.6239 - logits_profile_predictions_loss: 438.5711 - logcount_predictions_loss: 0.1555 92/2546 [>.............................] - ETA: 12:26 - loss: 440.6095 - logits_profile_predictions_loss: 438.5576 - logcount_predictions_loss: 0.1554 93/2546 [>.............................] - ETA: 12:26 - loss: 440.5957 - logits_profile_predictions_loss: 438.5447 - logcount_predictions_loss: 0.1554 94/2546 [>.............................] - ETA: 12:26 - loss: 440.5868 - logits_profile_predictions_loss: 438.5367 - logcount_predictions_loss: 0.1553 95/2546 [>.............................] - ETA: 12:25 - loss: 440.5741 - logits_profile_predictions_loss: 438.5250 - logcount_predictions_loss: 0.1552 96/2546 [>.............................] - ETA: 12:25 - loss: 440.5612 - logits_profile_predictions_loss: 438.5129 - logcount_predictions_loss: 0.1552 97/2546 [>.............................] - ETA: 12:25 - loss: 440.5467 - logits_profile_predictions_loss: 438.4994 - logcount_predictions_loss: 0.1551 98/2546 [>.............................] - ETA: 12:24 - loss: 440.5304 - logits_profile_predictions_loss: 438.4840 - logcount_predictions_loss: 0.1550 99/2546 [>.............................] - ETA: 12:24 - loss: 440.5110 - logits_profile_predictions_loss: 438.4654 - logcount_predictions_loss: 0.1550 100/2546 [>.............................] - ETA: 12:24 - loss: 440.4925 - logits_profile_predictions_loss: 438.4477 - logcount_predictions_loss: 0.1549 101/2546 [>.............................] - ETA: 12:24 - loss: 440.4762 - logits_profile_predictions_loss: 438.4322 - logcount_predictions_loss: 0.1548 102/2546 [>.............................] - ETA: 12:23 - loss: 440.4553 - logits_profile_predictions_loss: 438.4120 - logcount_predictions_loss: 0.1548 103/2546 [>.............................] - ETA: 12:23 - loss: 440.4358 - logits_profile_predictions_loss: 438.3933 - logcount_predictions_loss: 0.1547 104/2546 [>.............................] - ETA: 12:23 - loss: 440.4155 - logits_profile_predictions_loss: 438.3736 - logcount_predictions_loss: 0.1547 105/2546 [>.............................] - ETA: 12:23 - loss: 440.4000 - logits_profile_predictions_loss: 438.3587 - logcount_predictions_loss: 0.1546 106/2546 [>.............................] - ETA: 12:22 - loss: 440.3866 - logits_profile_predictions_loss: 438.3461 - logcount_predictions_loss: 0.1546 107/2546 [>.............................] - ETA: 12:22 - loss: 440.3720 - logits_profile_predictions_loss: 438.3321 - logcount_predictions_loss: 0.1545 108/2546 [>.............................] - ETA: 12:22 - loss: 440.3576 - logits_profile_predictions_loss: 438.3183 - logcount_predictions_loss: 0.1545 109/2546 [>.............................] - ETA: 12:21 - loss: 440.3462 - logits_profile_predictions_loss: 438.3075 - logcount_predictions_loss: 0.1544 110/2546 [>.............................] - ETA: 12:21 - loss: 440.3329 - logits_profile_predictions_loss: 438.2949 - logcount_predictions_loss: 0.1544 111/2546 [>.............................] - ETA: 12:21 - loss: 440.3202 - logits_profile_predictions_loss: 438.2828 - logcount_predictions_loss: 0.1543 112/2546 [>.............................] - ETA: 12:21 - loss: 440.3102 - logits_profile_predictions_loss: 438.2735 - logcount_predictions_loss: 0.1543 113/2546 [>.............................] - ETA: 12:20 - loss: 440.2999 - logits_profile_predictions_loss: 438.2639 - logcount_predictions_loss: 0.1542 114/2546 [>.............................] - ETA: 12:20 - loss: 440.2933 - logits_profile_predictions_loss: 438.2580 - logcount_predictions_loss: 0.1542 115/2546 [>.............................] - ETA: 12:20 - loss: 440.2881 - logits_profile_predictions_loss: 438.2534 - logcount_predictions_loss: 0.1541 116/2546 [>.............................] - ETA: 12:19 - loss: 440.2832 - logits_profile_predictions_loss: 438.2493 - logcount_predictions_loss: 0.1541 117/2546 [>.............................] - ETA: 12:19 - loss: 440.2770 - logits_profile_predictions_loss: 438.2439 - logcount_predictions_loss: 0.1540 118/2546 [>.............................] - ETA: 12:19 - loss: 440.2735 - logits_profile_predictions_loss: 438.2410 - logcount_predictions_loss: 0.1540 119/2546 [>.............................] - ETA: 12:18 - loss: 440.2678 - logits_profile_predictions_loss: 438.2361 - logcount_predictions_loss: 0.1539 120/2546 [>.............................] - ETA: 12:18 - loss: 440.2670 - logits_profile_predictions_loss: 438.2360 - logcount_predictions_loss: 0.1539 121/2546 [>.............................] - ETA: 12:18 - loss: 440.2669 - 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[============================>.] - ETA: 15s - loss: 443.0777 - logits_profile_predictions_loss: 441.0936 - logcount_predictions_loss: 0.1503 2496/2546 [============================>.] - ETA: 15s - loss: 443.0782 - logits_profile_predictions_loss: 441.0941 - logcount_predictions_loss: 0.1503 2497/2546 [============================>.] - ETA: 15s - loss: 443.0786 - logits_profile_predictions_loss: 441.0945 - logcount_predictions_loss: 0.1503 2498/2546 [============================>.] - ETA: 14s - loss: 443.0790 - logits_profile_predictions_loss: 441.0950 - logcount_predictions_loss: 0.1503 2499/2546 [============================>.] - ETA: 14s - loss: 443.0795 - logits_profile_predictions_loss: 441.0954 - logcount_predictions_loss: 0.1503 2500/2546 [============================>.] - ETA: 14s - loss: 443.0799 - logits_profile_predictions_loss: 441.0958 - logcount_predictions_loss: 0.1503 2501/2546 [============================>.] - ETA: 13s - loss: 443.0804 - 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[============================>.] - ETA: 11s - loss: 443.0836 - logits_profile_predictions_loss: 441.0995 - logcount_predictions_loss: 0.1503 2509/2546 [============================>.] - ETA: 11s - loss: 443.0841 - logits_profile_predictions_loss: 441.1000 - logcount_predictions_loss: 0.1503 2510/2546 [============================>.] - ETA: 11s - loss: 443.0845 - logits_profile_predictions_loss: 441.1004 - logcount_predictions_loss: 0.1503 2511/2546 [============================>.] - ETA: 10s - loss: 443.0850 - logits_profile_predictions_loss: 441.1009 - logcount_predictions_loss: 0.1503 2512/2546 [============================>.] - ETA: 10s - loss: 443.0854 - logits_profile_predictions_loss: 441.1014 - logcount_predictions_loss: 0.1503 2513/2546 [============================>.] - ETA: 10s - loss: 443.0859 - logits_profile_predictions_loss: 441.1018 - logcount_predictions_loss: 0.1503 2514/2546 [============================>.] - ETA: 9s - loss: 443.0864 - logits_profile_predictions_loss: 441.1023 - logcount_predictions_loss: 0.1503  2515/2546 [============================>.] - ETA: 9s - loss: 443.0868 - logits_profile_predictions_loss: 441.1028 - logcount_predictions_loss: 0.1503 2516/2546 [============================>.] - ETA: 9s - loss: 443.0873 - logits_profile_predictions_loss: 441.1033 - logcount_predictions_loss: 0.1503 2517/2546 [============================>.] - ETA: 8s - loss: 443.0878 - logits_profile_predictions_loss: 441.1037 - logcount_predictions_loss: 0.1503 2518/2546 [============================>.] - ETA: 8s - loss: 443.0883 - logits_profile_predictions_loss: 441.1042 - logcount_predictions_loss: 0.1503 2519/2546 [============================>.] - ETA: 8s - loss: 443.0887 - logits_profile_predictions_loss: 441.1047 - logcount_predictions_loss: 0.1503 2520/2546 [============================>.] - ETA: 7s - loss: 443.0892 - logits_profile_predictions_loss: 441.1051 - logcount_predictions_loss: 0.1503 2521/2546 [============================>.] - ETA: 7s - loss: 443.0897 - logits_profile_predictions_loss: 441.1056 - logcount_predictions_loss: 0.1503 2522/2546 [============================>.] - ETA: 7s - loss: 443.0902 - logits_profile_predictions_loss: 441.1061 - logcount_predictions_loss: 0.1503 2523/2546 [============================>.] - ETA: 7s - loss: 443.0906 - logits_profile_predictions_loss: 441.1066 - logcount_predictions_loss: 0.1503 2524/2546 [============================>.] - ETA: 6s - loss: 443.0911 - logits_profile_predictions_loss: 441.1070 - logcount_predictions_loss: 0.1503 2525/2546 [============================>.] - ETA: 6s - loss: 443.0916 - logits_profile_predictions_loss: 441.1075 - logcount_predictions_loss: 0.1503 2526/2546 [============================>.] - ETA: 6s - loss: 443.0920 - logits_profile_predictions_loss: 441.1080 - logcount_predictions_loss: 0.1503 2527/2546 [============================>.] - ETA: 5s - loss: 443.0925 - logits_profile_predictions_loss: 441.1084 - logcount_predictions_loss: 0.1503 2528/2546 [============================>.] - ETA: 5s - loss: 443.0930 - logits_profile_predictions_loss: 441.1089 - logcount_predictions_loss: 0.1503 2529/2546 [============================>.] - ETA: 5s - loss: 443.0935 - logits_profile_predictions_loss: 441.1094 - logcount_predictions_loss: 0.1503 2530/2546 [============================>.] - ETA: 4s - loss: 443.0940 - logits_profile_predictions_loss: 441.1099 - logcount_predictions_loss: 0.1503 2531/2546 [============================>.] - ETA: 4s - loss: 443.0944 - logits_profile_predictions_loss: 441.1103 - logcount_predictions_loss: 0.1503 2532/2546 [============================>.] - ETA: 4s - loss: 443.0949 - logits_profile_predictions_loss: 441.1108 - logcount_predictions_loss: 0.1503 2533/2546 [============================>.] - ETA: 3s - loss: 443.0954 - logits_profile_predictions_loss: 441.1113 - logcount_predictions_loss: 0.1503 2534/2546 [============================>.] - ETA: 3s - loss: 443.0958 - logits_profile_predictions_loss: 441.1118 - logcount_predictions_loss: 0.1503 2535/2546 [============================>.] - ETA: 3s - loss: 443.0963 - logits_profile_predictions_loss: 441.1122 - logcount_predictions_loss: 0.1503 2536/2546 [============================>.] - ETA: 3s - loss: 443.0968 - logits_profile_predictions_loss: 441.1127 - logcount_predictions_loss: 0.1503 2537/2546 [============================>.] - ETA: 2s - loss: 443.0973 - logits_profile_predictions_loss: 441.1132 - logcount_predictions_loss: 0.1503 2538/2546 [============================>.] - ETA: 2s - loss: 443.0977 - logits_profile_predictions_loss: 441.1136 - logcount_predictions_loss: 0.1503 2539/2546 [============================>.] - ETA: 2s - loss: 443.0982 - logits_profile_predictions_loss: 441.1141 - logcount_predictions_loss: 0.1503 2540/2546 [============================>.] - ETA: 1s - loss: 443.0986 - logits_profile_predictions_loss: 441.1145 - logcount_predictions_loss: 0.1503 2541/2546 [============================>.] - ETA: 1s - loss: 443.0991 - logits_profile_predictions_loss: 441.1150 - logcount_predictions_loss: 0.1503 2542/2546 [============================>.] - ETA: 1s - loss: 443.0995 - logits_profile_predictions_loss: 441.1154 - logcount_predictions_loss: 0.1503 2543/2546 [============================>.] - ETA: 0s - loss: 443.1000 - logits_profile_predictions_loss: 441.1159 - logcount_predictions_loss: 0.1503 2544/2546 [============================>.] - ETA: 0s - loss: 443.1004 - logits_profile_predictions_loss: 441.1163 - logcount_predictions_loss: 0.1503 2545/2546 [============================>.] - ETA: 0s - loss: 443.1009 - logits_profile_predictions_loss: 441.1168 - logcount_predictions_loss: 0.1503 2546/2546 [==============================] - ETA: 0s - loss: 443.1013 - logits_profile_predictions_loss: 441.1172 - logcount_predictions_loss: 0.1503 2546/2546 [==============================] - 808s 317ms/step - loss: 443.1018 - logits_profile_predictions_loss: 441.1177 - logcount_predictions_loss: 0.1503 - val_loss: 493.7858 - val_logits_profile_predictions_loss: 491.5613 - val_logcount_predictions_loss: 0.1685 Epoch 00011: val_loss did not improve from 493.03955 Epoch 12/50 1/2546 [..............................] - ETA: 13:30 - loss: 407.7511 - logits_profile_predictions_loss: 406.2802 - logcount_predictions_loss: 0.1114 2/2546 [..............................] - ETA: 12:51 - loss: 420.8818 - logits_profile_predictions_loss: 419.2566 - logcount_predictions_loss: 0.1231 3/2546 [..............................] - ETA: 12:50 - loss: 421.7590 - logits_profile_predictions_loss: 420.0714 - logcount_predictions_loss: 0.1279 4/2546 [..............................] - ETA: 12:50 - loss: 419.9630 - logits_profile_predictions_loss: 418.2661 - logcount_predictions_loss: 0.1285 5/2546 [..............................] - ETA: 12:50 - loss: 420.8757 - logits_profile_predictions_loss: 419.1247 - logcount_predictions_loss: 0.1327 6/2546 [..............................] - ETA: 12:50 - loss: 422.2499 - logits_profile_predictions_loss: 420.4604 - logcount_predictions_loss: 0.1356 7/2546 [..............................] - ETA: 12:49 - loss: 424.1680 - logits_profile_predictions_loss: 422.3609 - logcount_predictions_loss: 0.1369 8/2546 [..............................] - ETA: 12:49 - loss: 424.7341 - logits_profile_predictions_loss: 422.9103 - logcount_predictions_loss: 0.1382 9/2546 [..............................] - ETA: 12:49 - loss: 424.7726 - logits_profile_predictions_loss: 422.9339 - logcount_predictions_loss: 0.1393 10/2546 [..............................] - ETA: 12:49 - loss: 425.4259 - logits_profile_predictions_loss: 423.5716 - logcount_predictions_loss: 0.1405 11/2546 [..............................] - ETA: 12:49 - loss: 425.8756 - logits_profile_predictions_loss: 424.0092 - logcount_predictions_loss: 0.1414 12/2546 [..............................] - ETA: 12:49 - loss: 426.0237 - logits_profile_predictions_loss: 424.1476 - logcount_predictions_loss: 0.1421 13/2546 [..............................] - ETA: 12:48 - loss: 426.1889 - logits_profile_predictions_loss: 424.3020 - logcount_predictions_loss: 0.1430 14/2546 [..............................] - ETA: 12:48 - loss: 426.8857 - logits_profile_predictions_loss: 424.9921 - logcount_predictions_loss: 0.1435 15/2546 [..............................] - ETA: 12:48 - loss: 427.6199 - logits_profile_predictions_loss: 425.7216 - logcount_predictions_loss: 0.1438 16/2546 [..............................] - ETA: 12:48 - loss: 428.2549 - logits_profile_predictions_loss: 426.3371 - logcount_predictions_loss: 0.1453 17/2546 [..............................] - ETA: 12:47 - loss: 428.8355 - logits_profile_predictions_loss: 426.9023 - logcount_predictions_loss: 0.1465 18/2546 [..............................] - ETA: 12:47 - loss: 429.3504 - logits_profile_predictions_loss: 427.4041 - logcount_predictions_loss: 0.1474 19/2546 [..............................] - ETA: 12:47 - loss: 429.6649 - logits_profile_predictions_loss: 427.7067 - logcount_predictions_loss: 0.1484 20/2546 [..............................] - ETA: 12:46 - loss: 430.0992 - logits_profile_predictions_loss: 428.1323 - logcount_predictions_loss: 0.1490 21/2546 [..............................] - ETA: 12:46 - loss: 430.4838 - logits_profile_predictions_loss: 428.5095 - logcount_predictions_loss: 0.1496 22/2546 [..............................] - ETA: 12:46 - loss: 430.8978 - logits_profile_predictions_loss: 428.9177 - logcount_predictions_loss: 0.1500 23/2546 [..............................] - ETA: 12:45 - loss: 431.3795 - logits_profile_predictions_loss: 429.3936 - logcount_predictions_loss: 0.1505 24/2546 [..............................] - ETA: 12:45 - loss: 431.8413 - logits_profile_predictions_loss: 429.8506 - logcount_predictions_loss: 0.1508 25/2546 [..............................] - ETA: 12:45 - loss: 432.1898 - logits_profile_predictions_loss: 430.1950 - logcount_predictions_loss: 0.1511 26/2546 [..............................] - ETA: 12:44 - loss: 432.4124 - logits_profile_predictions_loss: 430.4140 - logcount_predictions_loss: 0.1514 27/2546 [..............................] - ETA: 12:44 - loss: 432.5917 - logits_profile_predictions_loss: 430.5901 - logcount_predictions_loss: 0.1516 28/2546 [..............................] - ETA: 12:44 - loss: 432.8064 - logits_profile_predictions_loss: 430.8021 - logcount_predictions_loss: 0.1518 29/2546 [..............................] - ETA: 12:44 - loss: 432.9992 - logits_profile_predictions_loss: 430.9930 - logcount_predictions_loss: 0.1520 30/2546 [..............................] - ETA: 12:43 - loss: 433.1900 - logits_profile_predictions_loss: 431.1831 - logcount_predictions_loss: 0.1520 31/2546 [..............................] - ETA: 12:43 - loss: 433.3932 - logits_profile_predictions_loss: 431.3854 - logcount_predictions_loss: 0.1521 32/2546 [..............................] - ETA: 12:43 - loss: 433.6196 - logits_profile_predictions_loss: 431.6110 - logcount_predictions_loss: 0.1522 33/2546 [..............................] - ETA: 12:43 - loss: 433.8428 - logits_profile_predictions_loss: 431.8334 - logcount_predictions_loss: 0.1522 34/2546 [..............................] - ETA: 12:42 - loss: 434.0734 - logits_profile_predictions_loss: 432.0631 - logcount_predictions_loss: 0.1523 35/2546 [..............................] - ETA: 12:42 - loss: 434.3014 - logits_profile_predictions_loss: 432.2906 - logcount_predictions_loss: 0.1523 36/2546 [..............................] - ETA: 12:42 - loss: 434.5575 - logits_profile_predictions_loss: 432.5457 - logcount_predictions_loss: 0.1524 37/2546 [..............................] - ETA: 12:41 - loss: 434.8578 - logits_profile_predictions_loss: 432.8444 - logcount_predictions_loss: 0.1525 38/2546 [..............................] - ETA: 12:41 - loss: 435.1866 - logits_profile_predictions_loss: 433.1718 - logcount_predictions_loss: 0.1526 39/2546 [..............................] - ETA: 12:41 - loss: 435.4756 - logits_profile_predictions_loss: 433.4598 - logcount_predictions_loss: 0.1527 40/2546 [..............................] - ETA: 12:41 - loss: 435.7596 - logits_profile_predictions_loss: 433.7432 - logcount_predictions_loss: 0.1528 41/2546 [..............................] - ETA: 12:40 - loss: 436.0609 - logits_profile_predictions_loss: 434.0440 - logcount_predictions_loss: 0.1528 42/2546 [..............................] - ETA: 12:40 - loss: 436.3326 - logits_profile_predictions_loss: 434.3153 - logcount_predictions_loss: 0.1528 43/2546 [..............................] - ETA: 12:40 - loss: 436.5648 - logits_profile_predictions_loss: 434.5471 - logcount_predictions_loss: 0.1529 44/2546 [..............................] - ETA: 12:39 - loss: 436.7819 - logits_profile_predictions_loss: 434.7636 - logcount_predictions_loss: 0.1529 45/2546 [..............................] - ETA: 12:39 - loss: 436.9737 - logits_profile_predictions_loss: 434.9550 - logcount_predictions_loss: 0.1529 46/2546 [..............................] - ETA: 12:39 - loss: 437.1568 - logits_profile_predictions_loss: 435.1375 - logcount_predictions_loss: 0.1530 47/2546 [..............................] - ETA: 12:39 - loss: 437.3079 - logits_profile_predictions_loss: 435.2882 - logcount_predictions_loss: 0.1530 48/2546 [..............................] - ETA: 12:38 - loss: 437.4491 - logits_profile_predictions_loss: 435.4293 - logcount_predictions_loss: 0.1530 49/2546 [..............................] - ETA: 12:38 - loss: 437.5520 - logits_profile_predictions_loss: 435.5321 - logcount_predictions_loss: 0.1530 50/2546 [..............................] - ETA: 12:38 - loss: 437.6379 - logits_profile_predictions_loss: 435.6181 - logcount_predictions_loss: 0.1530 51/2546 [..............................] - ETA: 12:37 - loss: 437.7328 - logits_profile_predictions_loss: 435.7133 - logcount_predictions_loss: 0.1530 52/2546 [..............................] - ETA: 12:37 - loss: 437.8229 - logits_profile_predictions_loss: 435.8038 - logcount_predictions_loss: 0.1530 53/2546 [..............................] - ETA: 12:37 - loss: 437.9033 - logits_profile_predictions_loss: 435.8844 - logcount_predictions_loss: 0.1530 54/2546 [..............................] - ETA: 12:37 - loss: 438.0044 - logits_profile_predictions_loss: 435.9855 - logcount_predictions_loss: 0.1530 55/2546 [..............................] - ETA: 12:36 - loss: 438.1212 - logits_profile_predictions_loss: 436.1022 - logcount_predictions_loss: 0.1530 56/2546 [..............................] - ETA: 12:36 - loss: 438.2483 - logits_profile_predictions_loss: 436.2291 - logcount_predictions_loss: 0.1530 57/2546 [..............................] - ETA: 12:36 - loss: 438.3619 - logits_profile_predictions_loss: 436.3425 - logcount_predictions_loss: 0.1530 58/2546 [..............................] - ETA: 12:35 - loss: 438.4671 - logits_profile_predictions_loss: 436.4472 - logcount_predictions_loss: 0.1530 59/2546 [..............................] - ETA: 12:35 - loss: 438.5597 - logits_profile_predictions_loss: 436.5392 - logcount_predictions_loss: 0.1531 60/2546 [..............................] - ETA: 12:35 - loss: 438.6394 - logits_profile_predictions_loss: 436.6185 - logcount_predictions_loss: 0.1531 61/2546 [..............................] - ETA: 12:34 - loss: 438.7255 - logits_profile_predictions_loss: 436.7043 - logcount_predictions_loss: 0.1531 62/2546 [..............................] - ETA: 12:34 - loss: 438.8097 - logits_profile_predictions_loss: 436.7881 - logcount_predictions_loss: 0.1532 63/2546 [..............................] - ETA: 12:34 - loss: 438.8968 - logits_profile_predictions_loss: 436.8752 - logcount_predictions_loss: 0.1532 64/2546 [..............................] - ETA: 12:34 - loss: 438.9791 - logits_profile_predictions_loss: 436.9575 - logcount_predictions_loss: 0.1532 65/2546 [..............................] - ETA: 12:33 - loss: 439.0675 - logits_profile_predictions_loss: 437.0456 - logcount_predictions_loss: 0.1532 66/2546 [..............................] - ETA: 12:33 - loss: 439.1401 - logits_profile_predictions_loss: 437.1180 - logcount_predictions_loss: 0.1532 67/2546 [..............................] - ETA: 12:33 - loss: 439.2130 - logits_profile_predictions_loss: 437.1906 - logcount_predictions_loss: 0.1532 68/2546 [..............................] - ETA: 12:32 - loss: 439.2752 - logits_profile_predictions_loss: 437.2527 - logcount_predictions_loss: 0.1532 69/2546 [..............................] - ETA: 12:32 - loss: 439.3273 - logits_profile_predictions_loss: 437.3047 - logcount_predictions_loss: 0.1532 70/2546 [..............................] - ETA: 12:32 - loss: 439.3886 - logits_profile_predictions_loss: 437.3659 - logcount_predictions_loss: 0.1532 71/2546 [..............................] - ETA: 12:31 - loss: 439.4599 - logits_profile_predictions_loss: 437.4372 - logcount_predictions_loss: 0.1532 72/2546 [..............................] - ETA: 12:31 - loss: 439.5321 - logits_profile_predictions_loss: 437.5094 - logcount_predictions_loss: 0.1532 73/2546 [..............................] - ETA: 12:31 - loss: 439.6124 - logits_profile_predictions_loss: 437.5898 - logcount_predictions_loss: 0.1532 74/2546 [..............................] - ETA: 12:31 - loss: 439.6823 - logits_profile_predictions_loss: 437.6600 - logcount_predictions_loss: 0.1532 75/2546 [..............................] - ETA: 12:30 - loss: 439.7531 - logits_profile_predictions_loss: 437.7309 - logcount_predictions_loss: 0.1532 76/2546 [..............................] - ETA: 12:30 - loss: 439.8258 - logits_profile_predictions_loss: 437.8039 - logcount_predictions_loss: 0.1532 77/2546 [..............................] - ETA: 12:30 - loss: 439.8993 - 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[====>.........................] - ETA: 10:43 - loss: 442.6530 - logits_profile_predictions_loss: 440.6613 - logcount_predictions_loss: 0.1509 436/2546 [====>.........................] - ETA: 10:43 - loss: 442.6532 - logits_profile_predictions_loss: 440.6615 - logcount_predictions_loss: 0.1509 437/2546 [====>.........................] - ETA: 10:43 - loss: 442.6531 - logits_profile_predictions_loss: 440.6615 - logcount_predictions_loss: 0.1509 438/2546 [====>.........................] - ETA: 10:43 - loss: 442.6529 - logits_profile_predictions_loss: 440.6614 - logcount_predictions_loss: 0.1509 439/2546 [====>.........................] - ETA: 10:42 - loss: 442.6526 - logits_profile_predictions_loss: 440.6611 - logcount_predictions_loss: 0.1509 440/2546 [====>.........................] - ETA: 10:42 - loss: 442.6521 - logits_profile_predictions_loss: 440.6607 - logcount_predictions_loss: 0.1509 441/2546 [====>.........................] - ETA: 10:42 - loss: 442.6516 - 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logits_profile_predictions_loss: 440.4189 - logcount_predictions_loss: 0.1475 2445/2546 [===========================>..] - ETA: 30s - loss: 442.3654 - logits_profile_predictions_loss: 440.4189 - logcount_predictions_loss: 0.1475 2446/2546 [===========================>..] - ETA: 30s - loss: 442.3655 - logits_profile_predictions_loss: 440.4190 - logcount_predictions_loss: 0.1475 2447/2546 [===========================>..] - ETA: 30s - loss: 442.3655 - logits_profile_predictions_loss: 440.4191 - logcount_predictions_loss: 0.1475 2448/2546 [===========================>..] - ETA: 29s - loss: 442.3656 - logits_profile_predictions_loss: 440.4191 - logcount_predictions_loss: 0.1475 2449/2546 [===========================>..] - ETA: 29s - loss: 442.3656 - logits_profile_predictions_loss: 440.4192 - logcount_predictions_loss: 0.1475 2450/2546 [===========================>..] - ETA: 29s - loss: 442.3657 - logits_profile_predictions_loss: 440.4192 - logcount_predictions_loss: 0.1475 2451/2546 [===========================>..] - ETA: 29s - loss: 442.3657 - logits_profile_predictions_loss: 440.4193 - logcount_predictions_loss: 0.1475 2452/2546 [===========================>..] - ETA: 28s - loss: 442.3658 - logits_profile_predictions_loss: 440.4193 - logcount_predictions_loss: 0.1475 2453/2546 [===========================>..] - ETA: 28s - loss: 442.3658 - logits_profile_predictions_loss: 440.4194 - logcount_predictions_loss: 0.1475 2454/2546 [===========================>..] - ETA: 28s - loss: 442.3658 - logits_profile_predictions_loss: 440.4194 - logcount_predictions_loss: 0.1475 2455/2546 [===========================>..] - ETA: 27s - loss: 442.3659 - logits_profile_predictions_loss: 440.4194 - logcount_predictions_loss: 0.1475 2456/2546 [===========================>..] - ETA: 27s - loss: 442.3659 - logits_profile_predictions_loss: 440.4195 - logcount_predictions_loss: 0.1475 2457/2546 [===========================>..] - ETA: 27s - loss: 442.3659 - logits_profile_predictions_loss: 440.4195 - logcount_predictions_loss: 0.1475 2458/2546 [===========================>..] - ETA: 26s - loss: 442.3660 - logits_profile_predictions_loss: 440.4196 - logcount_predictions_loss: 0.1475 2459/2546 [===========================>..] - ETA: 26s - loss: 442.3660 - logits_profile_predictions_loss: 440.4196 - logcount_predictions_loss: 0.1475 2460/2546 [===========================>..] - ETA: 26s - loss: 442.3661 - logits_profile_predictions_loss: 440.4197 - logcount_predictions_loss: 0.1475 2461/2546 [===========================>..] - ETA: 25s - loss: 442.3661 - logits_profile_predictions_loss: 440.4197 - logcount_predictions_loss: 0.1475 2462/2546 [============================>.] - ETA: 25s - loss: 442.3661 - logits_profile_predictions_loss: 440.4198 - logcount_predictions_loss: 0.1475 2463/2546 [============================>.] - ETA: 25s - loss: 442.3662 - logits_profile_predictions_loss: 440.4198 - logcount_predictions_loss: 0.1475 2464/2546 [============================>.] - ETA: 25s - loss: 442.3662 - logits_profile_predictions_loss: 440.4198 - logcount_predictions_loss: 0.1475 2465/2546 [============================>.] - ETA: 24s - loss: 442.3662 - logits_profile_predictions_loss: 440.4199 - logcount_predictions_loss: 0.1475 2466/2546 [============================>.] - ETA: 24s - loss: 442.3662 - logits_profile_predictions_loss: 440.4199 - logcount_predictions_loss: 0.1475 2467/2546 [============================>.] - ETA: 24s - loss: 442.3663 - logits_profile_predictions_loss: 440.4199 - logcount_predictions_loss: 0.1475 2468/2546 [============================>.] - ETA: 23s - loss: 442.3663 - logits_profile_predictions_loss: 440.4200 - logcount_predictions_loss: 0.1475 2469/2546 [============================>.] - ETA: 23s - loss: 442.3663 - logits_profile_predictions_loss: 440.4200 - logcount_predictions_loss: 0.1475 2470/2546 [============================>.] - ETA: 23s - loss: 442.3664 - logits_profile_predictions_loss: 440.4201 - logcount_predictions_loss: 0.1475 2471/2546 [============================>.] - ETA: 22s - loss: 442.3664 - logits_profile_predictions_loss: 440.4201 - logcount_predictions_loss: 0.1475 2472/2546 [============================>.] - ETA: 22s - loss: 442.3665 - logits_profile_predictions_loss: 440.4202 - logcount_predictions_loss: 0.1475 2473/2546 [============================>.] - ETA: 22s - loss: 442.3665 - logits_profile_predictions_loss: 440.4202 - logcount_predictions_loss: 0.1475 2474/2546 [============================>.] - ETA: 22s - loss: 442.3666 - logits_profile_predictions_loss: 440.4203 - logcount_predictions_loss: 0.1475 2475/2546 [============================>.] - ETA: 21s - loss: 442.3666 - logits_profile_predictions_loss: 440.4203 - logcount_predictions_loss: 0.1475 2476/2546 [============================>.] - ETA: 21s - loss: 442.3666 - logits_profile_predictions_loss: 440.4204 - logcount_predictions_loss: 0.1474 2477/2546 [============================>.] - ETA: 21s - loss: 442.3667 - logits_profile_predictions_loss: 440.4204 - logcount_predictions_loss: 0.1474 2478/2546 [============================>.] - ETA: 20s - loss: 442.3667 - logits_profile_predictions_loss: 440.4205 - logcount_predictions_loss: 0.1474 2479/2546 [============================>.] - ETA: 20s - loss: 442.3667 - logits_profile_predictions_loss: 440.4205 - logcount_predictions_loss: 0.1474 2480/2546 [============================>.] - ETA: 20s - loss: 442.3668 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2481/2546 [============================>.] - ETA: 19s - loss: 442.3668 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2482/2546 [============================>.] - ETA: 19s - loss: 442.3668 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2483/2546 [============================>.] - ETA: 19s - loss: 442.3668 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2484/2546 [============================>.] - ETA: 18s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2485/2546 [============================>.] - ETA: 18s - loss: 442.3669 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2486/2546 [============================>.] - ETA: 18s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2487/2546 [============================>.] - ETA: 18s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2488/2546 [============================>.] - ETA: 17s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2489/2546 [============================>.] - ETA: 17s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2490/2546 [============================>.] - ETA: 17s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2491/2546 [============================>.] - ETA: 16s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2492/2546 [============================>.] - ETA: 16s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2493/2546 [============================>.] - ETA: 16s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2494/2546 [============================>.] - ETA: 15s - loss: 442.3668 - logits_profile_predictions_loss: 440.4207 - logcount_predictions_loss: 0.1474 2495/2546 [============================>.] - ETA: 15s - loss: 442.3667 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2496/2546 [============================>.] - ETA: 15s - loss: 442.3667 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2497/2546 [============================>.] - ETA: 14s - loss: 442.3667 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2498/2546 [============================>.] - ETA: 14s - loss: 442.3667 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2499/2546 [============================>.] - ETA: 14s - loss: 442.3667 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2500/2546 [============================>.] - ETA: 14s - loss: 442.3666 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2501/2546 [============================>.] - ETA: 13s - loss: 442.3666 - logits_profile_predictions_loss: 440.4206 - logcount_predictions_loss: 0.1474 2502/2546 [============================>.] - ETA: 13s - loss: 442.3666 - logits_profile_predictions_loss: 440.4205 - logcount_predictions_loss: 0.1474 2503/2546 [============================>.] - ETA: 13s - loss: 442.3666 - logits_profile_predictions_loss: 440.4205 - logcount_predictions_loss: 0.1474 2504/2546 [============================>.] - ETA: 12s - loss: 442.3665 - logits_profile_predictions_loss: 440.4205 - logcount_predictions_loss: 0.1474 2505/2546 [============================>.] - ETA: 12s - loss: 442.3665 - logits_profile_predictions_loss: 440.4205 - logcount_predictions_loss: 0.1474 2506/2546 [============================>.] - ETA: 12s - loss: 442.3665 - logits_profile_predictions_loss: 440.4205 - logcount_predictions_loss: 0.1474 2507/2546 [============================>.] - ETA: 11s - loss: 442.3664 - logits_profile_predictions_loss: 440.4204 - logcount_predictions_loss: 0.1474 2508/2546 [============================>.] - ETA: 11s - loss: 442.3664 - logits_profile_predictions_loss: 440.4204 - logcount_predictions_loss: 0.1474 2509/2546 [============================>.] - ETA: 11s - loss: 442.3664 - logits_profile_predictions_loss: 440.4204 - logcount_predictions_loss: 0.1474 2510/2546 [============================>.] - ETA: 11s - loss: 442.3663 - logits_profile_predictions_loss: 440.4204 - logcount_predictions_loss: 0.1474 2511/2546 [============================>.] - ETA: 10s - loss: 442.3663 - logits_profile_predictions_loss: 440.4203 - logcount_predictions_loss: 0.1474 2512/2546 [============================>.] - ETA: 10s - loss: 442.3663 - logits_profile_predictions_loss: 440.4203 - logcount_predictions_loss: 0.1474 2513/2546 [============================>.] - ETA: 10s - loss: 442.3663 - logits_profile_predictions_loss: 440.4203 - logcount_predictions_loss: 0.1474 2514/2546 [============================>.] - ETA: 9s - loss: 442.3662 - logits_profile_predictions_loss: 440.4203 - logcount_predictions_loss: 0.1474  2515/2546 [============================>.] - ETA: 9s - loss: 442.3662 - logits_profile_predictions_loss: 440.4203 - logcount_predictions_loss: 0.1474 2516/2546 [============================>.] - ETA: 9s - loss: 442.3662 - logits_profile_predictions_loss: 440.4202 - logcount_predictions_loss: 0.1474 2517/2546 [============================>.] - ETA: 8s - loss: 442.3661 - logits_profile_predictions_loss: 440.4202 - logcount_predictions_loss: 0.1474 2518/2546 [============================>.] - ETA: 8s - loss: 442.3661 - logits_profile_predictions_loss: 440.4202 - logcount_predictions_loss: 0.1474 2519/2546 [============================>.] - ETA: 8s - loss: 442.3660 - logits_profile_predictions_loss: 440.4201 - logcount_predictions_loss: 0.1474 2520/2546 [============================>.] - ETA: 7s - loss: 442.3660 - logits_profile_predictions_loss: 440.4201 - logcount_predictions_loss: 0.1474 2521/2546 [============================>.] - ETA: 7s - loss: 442.3659 - logits_profile_predictions_loss: 440.4201 - logcount_predictions_loss: 0.1474 2522/2546 [============================>.] - ETA: 7s - loss: 442.3659 - logits_profile_predictions_loss: 440.4200 - logcount_predictions_loss: 0.1474 2523/2546 [============================>.] - ETA: 7s - loss: 442.3659 - logits_profile_predictions_loss: 440.4200 - logcount_predictions_loss: 0.1474 2524/2546 [============================>.] - ETA: 6s - loss: 442.3658 - logits_profile_predictions_loss: 440.4199 - logcount_predictions_loss: 0.1474 2525/2546 [============================>.] - ETA: 6s - loss: 442.3658 - logits_profile_predictions_loss: 440.4199 - logcount_predictions_loss: 0.1474 2526/2546 [============================>.] - ETA: 6s - loss: 442.3657 - logits_profile_predictions_loss: 440.4199 - logcount_predictions_loss: 0.1474 2527/2546 [============================>.] - ETA: 5s - loss: 442.3657 - logits_profile_predictions_loss: 440.4198 - logcount_predictions_loss: 0.1474 2528/2546 [============================>.] - ETA: 5s - loss: 442.3656 - logits_profile_predictions_loss: 440.4198 - logcount_predictions_loss: 0.1474 2529/2546 [============================>.] - ETA: 5s - loss: 442.3656 - logits_profile_predictions_loss: 440.4197 - logcount_predictions_loss: 0.1474 2530/2546 [============================>.] - ETA: 4s - loss: 442.3655 - logits_profile_predictions_loss: 440.4197 - logcount_predictions_loss: 0.1474 2531/2546 [============================>.] - ETA: 4s - loss: 442.3654 - logits_profile_predictions_loss: 440.4196 - logcount_predictions_loss: 0.1474 2532/2546 [============================>.] - ETA: 4s - loss: 442.3654 - logits_profile_predictions_loss: 440.4196 - logcount_predictions_loss: 0.1474 2533/2546 [============================>.] - ETA: 3s - loss: 442.3653 - logits_profile_predictions_loss: 440.4195 - logcount_predictions_loss: 0.1474 2534/2546 [============================>.] - ETA: 3s - loss: 442.3652 - logits_profile_predictions_loss: 440.4194 - logcount_predictions_loss: 0.1474 2535/2546 [============================>.] - ETA: 3s - loss: 442.3651 - logits_profile_predictions_loss: 440.4194 - logcount_predictions_loss: 0.1474 2536/2546 [============================>.] - ETA: 3s - loss: 442.3651 - logits_profile_predictions_loss: 440.4193 - logcount_predictions_loss: 0.1474 2537/2546 [============================>.] - ETA: 2s - loss: 442.3650 - logits_profile_predictions_loss: 440.4192 - logcount_predictions_loss: 0.1474 2538/2546 [============================>.] - ETA: 2s - loss: 442.3649 - logits_profile_predictions_loss: 440.4192 - logcount_predictions_loss: 0.1474 2539/2546 [============================>.] - ETA: 2s - loss: 442.3649 - logits_profile_predictions_loss: 440.4191 - logcount_predictions_loss: 0.1474 2540/2546 [============================>.] - ETA: 1s - loss: 442.3648 - logits_profile_predictions_loss: 440.4191 - logcount_predictions_loss: 0.1474 2541/2546 [============================>.] - ETA: 1s - loss: 442.3647 - logits_profile_predictions_loss: 440.4190 - logcount_predictions_loss: 0.1474 2542/2546 [============================>.] - ETA: 1s - loss: 442.3647 - logits_profile_predictions_loss: 440.4190 - logcount_predictions_loss: 0.1474 2543/2546 [============================>.] - ETA: 0s - loss: 442.3646 - logits_profile_predictions_loss: 440.4189 - logcount_predictions_loss: 0.1474 2544/2546 [============================>.] - ETA: 0s - loss: 442.3645 - logits_profile_predictions_loss: 440.4189 - logcount_predictions_loss: 0.1474 2545/2546 [============================>.] - ETA: 0s - loss: 442.3645 - logits_profile_predictions_loss: 440.4188 - logcount_predictions_loss: 0.1474 2546/2546 [==============================] - ETA: 0s - loss: 442.3644 - logits_profile_predictions_loss: 440.4187 - logcount_predictions_loss: 0.1474 2546/2546 [==============================] - 807s 317ms/step - loss: 442.3643 - logits_profile_predictions_loss: 440.4187 - logcount_predictions_loss: 0.1474 - val_loss: 493.6710 - val_logits_profile_predictions_loss: 491.3566 - val_logcount_predictions_loss: 0.1753 Epoch 00012: val_loss did not improve from 493.03955 Restoring model weights from the end of the best epoch. Epoch 00012: early stopping save model save model without bias 2022-10-17_03-55-23: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR173YSO//preprocessing/bigWigs/ENCSR173YSO.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(36329, 10) loading nonpeaks... got split:test for bed regions:(33517, 10) 0/273 100/273 200/273 2022-10-17_04-01-38: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR173YSO//preprocessing/bigWigs/ENCSR173YSO.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(36329, 10) loading nonpeaks... got split:test for bed regions:(33517, 10) 0/273 100/273 200/273 2022-10-17_04-06-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR173YSO//preprocessing/bigWigs/ENCSR173YSO.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(36329, 10) loading nonpeaks... got split:test for bed regions:(33517, 10) 0/273 100/273 200/273 2022-10-17_04-09-52: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//footprints 2022-10-17_04-09-52: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/35 [..............................] - ETA: 11:29 3/35 [=>............................] - ETA: 15s  4/35 [==>...........................] - ETA: 19s 5/35 [===>..........................] - ETA: 21s 6/35 [====>.........................] - ETA: 21s 7/35 [=====>........................] - ETA: 22s 8/35 [=====>........................] - ETA: 21s 9/35 [======>.......................] - ETA: 21s 10/35 [=======>......................] - ETA: 20s 11/35 [========>.....................] - ETA: 20s 12/35 [=========>....................] - ETA: 19s 13/35 [==========>...................] - ETA: 18s 14/35 [===========>..................] - ETA: 18s 15/35 [===========>..................] - ETA: 17s 16/35 [============>.................] - ETA: 16s 17/35 [=============>................] - ETA: 15s 18/35 [==============>...............] - ETA: 15s 19/35 [===============>..............] - ETA: 14s 20/35 [================>.............] - ETA: 13s 21/35 [=================>............] - ETA: 12s 22/35 [=================>............] - ETA: 11s 23/35 [==================>...........] - ETA: 10s 24/35 [===================>..........] - ETA: 9s  25/35 [====================>.........] - ETA: 9s 26/35 [=====================>........] - ETA: 8s 27/35 [======================>.......] - ETA: 7s 28/35 [=======================>......] - ETA: 6s 29/35 [=======================>......] - ETA: 5s 30/35 [========================>.....] - ETA: 4s 31/35 [=========================>....] - ETA: 3s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 73s 2s/step 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 30s 3/35 [=>............................] - ETA: 30s 4/35 [==>...........................] - ETA: 29s 5/35 [===>..........................] - ETA: 28s 6/35 [====>.........................] - ETA: 27s 7/35 [=====>........................] - ETA: 26s 8/35 [=====>........................] - ETA: 25s 9/35 [======>.......................] - ETA: 24s 10/35 [=======>......................] - ETA: 23s 11/35 [========>.....................] - ETA: 22s 12/35 [=========>....................] - ETA: 21s 13/35 [==========>...................] - ETA: 20s 14/35 [===========>..................] - ETA: 19s 15/35 [===========>..................] - ETA: 18s 16/35 [============>.................] - ETA: 17s 17/35 [=============>................] - ETA: 16s 18/35 [==============>...............] - ETA: 15s 19/35 [===============>..............] - ETA: 15s 20/35 [================>.............] - ETA: 14s 21/35 [=================>............] - ETA: 13s 22/35 [=================>............] - ETA: 12s 23/35 [==================>...........] - ETA: 11s 24/35 [===================>..........] - ETA: 10s 25/35 [====================>.........] - ETA: 9s  26/35 [=====================>........] - ETA: 8s 27/35 [======================>.......] - ETA: 7s 28/35 [=======================>......] - ETA: 6s 29/35 [=======================>......] - ETA: 5s 30/35 [========================>.....] - ETA: 4s 31/35 [=========================>....] - ETA: 3s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 33s 957ms/step inserting motif: dnase_2 TGTACTTACGAA 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 31s 3/35 [=>............................] - ETA: 30s 4/35 [==>...........................] - ETA: 29s 5/35 [===>..........................] - ETA: 28s 6/35 [====>.........................] - ETA: 27s 7/35 [=====>........................] - ETA: 26s 8/35 [=====>........................] - ETA: 25s 9/35 [======>.......................] - ETA: 24s 10/35 [=======>......................] - ETA: 23s 11/35 [========>.....................] - ETA: 22s 12/35 [=========>....................] - ETA: 21s 13/35 [==========>...................] - ETA: 20s 14/35 [===========>..................] - ETA: 19s 15/35 [===========>..................] - ETA: 18s 16/35 [============>.................] - ETA: 17s 17/35 [=============>................] - ETA: 16s 18/35 [==============>...............] - ETA: 16s 19/35 [===============>..............] - ETA: 15s 20/35 [================>.............] - ETA: 14s 21/35 [=================>............] - ETA: 13s 22/35 [=================>............] - ETA: 12s 23/35 [==================>...........] - ETA: 11s 24/35 [===================>..........] - ETA: 10s 25/35 [====================>.........] - ETA: 9s  26/35 [=====================>........] - ETA: 8s 27/35 [======================>.......] - ETA: 7s 28/35 [=======================>......] - ETA: 6s 29/35 [=======================>......] - ETA: 5s 30/35 [========================>.....] - ETA: 4s 31/35 [=========================>....] - ETA: 3s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 33s 961ms/step 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 31s 3/35 [=>............................] - ETA: 30s 4/35 [==>...........................] - ETA: 29s 5/35 [===>..........................] - ETA: 28s 6/35 [====>.........................] - ETA: 27s 7/35 [=====>........................] - ETA: 26s 8/35 [=====>........................] - ETA: 25s 9/35 [======>.......................] - ETA: 24s 10/35 [=======>......................] - ETA: 23s 11/35 [========>.....................] - ETA: 22s 12/35 [=========>....................] - ETA: 21s 13/35 [==========>...................] - ETA: 20s 14/35 [===========>..................] - ETA: 19s 15/35 [===========>..................] - ETA: 18s 16/35 [============>.................] - ETA: 17s 17/35 [=============>................] - ETA: 17s 18/35 [==============>...............] - ETA: 16s 19/35 [===============>..............] - ETA: 15s 20/35 [================>.............] - ETA: 14s 21/35 [=================>............] - ETA: 13s 22/35 [=================>............] - ETA: 12s 23/35 [==================>...........] - ETA: 11s 24/35 [===================>..........] - ETA: 10s 25/35 [====================>.........] - ETA: 9s  26/35 [=====================>........] - ETA: 8s 27/35 [======================>.......] - ETA: 7s 28/35 [=======================>......] - ETA: 6s 29/35 [=======================>......] - ETA: 5s 30/35 [========================>.....] - ETA: 4s 31/35 [=========================>....] - ETA: 3s 32/35 [==========================>...] - ETA: 2s 33/35 [===========================>..] - ETA: 1s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 33s 962ms/step Saving marginal footprints 2022-10-17_04-13-03: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//footprints 2022-10-17_04-13-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR173YSO//chrombppnet_model_encsr880cub_bias_fold_2//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/35 [..............................] - ETA: 8:33 3/35 [=>............................] - ETA: 1s  4/35 [==>...........................] - ETA: 1s 5/35 [===>..........................] - ETA: 2s 6/35 [====>.........................] - ETA: 2s 7/35 [=====>........................] - ETA: 2s 8/35 [=====>........................] - ETA: 2s 9/35 [======>.......................] - ETA: 2s 10/35 [=======>......................] - ETA: 1s 11/35 [========>.....................] - ETA: 1s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 1s 19/35 [===============>..............] - ETA: 1s 20/35 [================>.............] - ETA: 1s 21/35 [=================>............] - ETA: 1s 22/35 [=================>............] - ETA: 1s 23/35 [==================>...........] - ETA: 0s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 31s 473ms/step 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 2s 3/35 [=>............................] - ETA: 2s 4/35 [==>...........................] - ETA: 2s 5/35 [===>..........................] - ETA: 2s 6/35 [====>.........................] - ETA: 2s 7/35 [=====>........................] - ETA: 2s 8/35 [=====>........................] - ETA: 2s 9/35 [======>.......................] - ETA: 2s 10/35 [=======>......................] - ETA: 2s 11/35 [========>.....................] - ETA: 2s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 1s 19/35 [===============>..............] - ETA: 1s 20/35 [================>.............] - ETA: 1s 21/35 [=================>............] - ETA: 1s 22/35 [=================>............] - ETA: 1s 23/35 [==================>...........] - ETA: 1s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 3s 88ms/step inserting motif: dnase_2 TGTACTTACGAA 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 2s 3/35 [=>............................] - ETA: 2s 4/35 [==>...........................] - ETA: 2s 5/35 [===>..........................] - ETA: 2s 6/35 [====>.........................] - ETA: 2s 7/35 [=====>........................] - ETA: 2s 8/35 [=====>........................] - ETA: 2s 9/35 [======>.......................] - ETA: 2s 10/35 [=======>......................] - ETA: 2s 11/35 [========>.....................] - ETA: 2s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 1s 19/35 [===============>..............] - ETA: 1s 20/35 [================>.............] - ETA: 1s 21/35 [=================>............] - ETA: 1s 22/35 [=================>............] - ETA: 1s 23/35 [==================>...........] - ETA: 1s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 3s 88ms/step 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 2s 3/35 [=>............................] - ETA: 2s 4/35 [==>...........................] - ETA: 2s 5/35 [===>..........................] - ETA: 2s 6/35 [====>.........................] - ETA: 2s 7/35 [=====>........................] - ETA: 2s 8/35 [=====>........................] - ETA: 2s 9/35 [======>.......................] - ETA: 2s 10/35 [=======>......................] - ETA: 2s 11/35 [========>.....................] - ETA: 2s 12/35 [=========>....................] - ETA: 1s 13/35 [==========>...................] - ETA: 1s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 1s 19/35 [===============>..............] - ETA: 1s 20/35 [================>.............] - ETA: 1s 21/35 [=================>............] - ETA: 1s 22/35 [=================>............] - ETA: 1s 23/35 [==================>...........] - ETA: 1s 24/35 [===================>..........] - ETA: 0s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 3s 88ms/step Saving marginal footprints