ATAC-seq ATAC_PE Tue Feb 15 20:12:07 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 510.39.01 Driver Version: 510.39.01 CUDA Version: 11.6 | |-------------------------------+----------------------+----------------------+ | 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 A100-PCI... On | 00000000:C6:00.0 Off | 0 | | N/A 35C P0 35W / 250W | 0MiB / 40960MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-02-15_20-12-07: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//preprocessing/bigWigs/ENCSR044ATC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/k562_atac_bias_new.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 111067 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 111067 Number of peaks input: 30607 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 30607 Number of non peaks input: 111067 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 111067 Number of non peaks input: 30606 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 30606 Number of peaks after removing outliers: 109845 Number of nonpeaks after removing outliers: 98575 got the model Model: "functional_1" __________________________________________________________________________________________________ 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 3047/3081 [============================>.] - ETA: 0s 3058/3081 [============================>.] - ETA: 0s 3069/3081 [============================>.] - ETA: 0s 3080/3081 [============================>.] - ETA: 0s 3081/3081 [==============================] - 23s 5ms/step 2022-02-15_20-15-51: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//preprocessing/bigWigs/ENCSR044ATC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '35.9', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(100533, 10) loading nonpeaks... got split:train for bed regions:(90119, 10) loading peaks... got split:valid for bed regions:(9312, 10) loading nonpeaks... got split:valid for bed regions:(8456, 10) Epoch 1/50 1/1728 [..............................] - ETA: 3:21:54 - loss: 1257.3916 - logits_profile_predictions_loss: 975.1012 - logcount_predictions_loss: 7.8632 2/1728 [..............................] - ETA: 4:34 - loss: 5937.6294 - logits_profile_predictions_loss: 1066.0912 - logcount_predictions_loss: 135.6974 3/1728 [..............................] - ETA: 4:35 - loss: 6480.7653 - logits_profile_predictions_loss: 1093.9161 - logcount_predictions_loss: 150.0515 4/1728 [..............................] - ETA: 4:34 - loss: 6360.0956 - logits_profile_predictions_loss: 1097.7119 - logcount_predictions_loss: 146.5845 5/1728 [..............................] - ETA: 4:34 - loss: 6130.5408 - logits_profile_predictions_loss: 1121.7579 - logcount_predictions_loss: 139.5204 6/1728 [..............................] - ETA: 4:33 - loss: 5874.7383 - logits_profile_predictions_loss: 1136.5382 - logcount_predictions_loss: 131.9833 7/1728 [..............................] - ETA: 15:47 - loss: 5639.0525 - logits_profile_predictions_loss: 1150.1035 - logcount_predictions_loss: 125.0404 8/1728 [..............................] - ETA: 14:10 - loss: 5420.3308 - logits_profile_predictions_loss: 1159.6784 - logcount_predictions_loss: 118.6811 9/1728 [..............................] - ETA: 12:58 - loss: 5218.7645 - logits_profile_predictions_loss: 1165.0047 - logcount_predictions_loss: 112.9181 10/1728 [..............................] - ETA: 12:01 - loss: 5036.5991 - logits_profile_predictions_loss: 1168.9207 - logcount_predictions_loss: 107.7348 11/1728 [..............................] - ETA: 11:15 - loss: 4868.2373 - logits_profile_predictions_loss: 1168.6506 - logcount_predictions_loss: 103.0526 12/1728 [..............................] - ETA: 10:38 - loss: 4717.5024 - logits_profile_predictions_loss: 1169.4195 - logcount_predictions_loss: 98.8324  13/1728 [..............................] - ETA: 10:07 - loss: 4579.4253 - logits_profile_predictions_loss: 1168.7699 - logcount_predictions_loss: 95.0043 14/1728 [..............................] - ETA: 9:41 - loss: 4452.7706 - logits_profile_predictions_loss: 1167.3640 - logcount_predictions_loss: 91.5155  15/1728 [..............................] - ETA: 9:18 - loss: 4336.8153 - logits_profile_predictions_loss: 1165.7411 - logcount_predictions_loss: 88.3308 16/1728 [..............................] - ETA: 8:59 - loss: 4230.3179 - logits_profile_predictions_loss: 1164.1119 - logcount_predictions_loss: 85.4096 17/1728 [..............................] - ETA: 8:42 - loss: 4132.0628 - logits_profile_predictions_loss: 1162.4856 - logcount_predictions_loss: 82.7180 18/1728 [..............................] - ETA: 8:26 - loss: 4040.6763 - logits_profile_predictions_loss: 1160.3817 - logcount_predictions_loss: 80.2310 19/1728 [..............................] - 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[============================>.] - ETA: 1s - loss: 1264.6314 - logits_profile_predictions_loss: 933.8403 - logcount_predictions_loss: 9.2142 1718/1728 [============================>.] - ETA: 1s - loss: 1264.4918 - logits_profile_predictions_loss: 933.7967 - logcount_predictions_loss: 9.2116 1719/1728 [============================>.] - ETA: 1s - loss: 1264.3524 - logits_profile_predictions_loss: 933.7532 - logcount_predictions_loss: 9.2089 1720/1728 [============================>.] - ETA: 1s - loss: 1264.2131 - logits_profile_predictions_loss: 933.7097 - logcount_predictions_loss: 9.2062 1721/1728 [============================>.] - ETA: 1s - loss: 1264.0740 - logits_profile_predictions_loss: 933.6663 - logcount_predictions_loss: 9.2036 1722/1728 [============================>.] - ETA: 0s - loss: 1263.9350 - logits_profile_predictions_loss: 933.6230 - logcount_predictions_loss: 9.2009 1723/1728 [============================>.] - ETA: 0s - loss: 1263.7961 - 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val_loss: 854.2283 - val_logits_profile_predictions_loss: 799.3958 - val_logcount_predictions_loss: 1.5274 Epoch 00001: val_loss improved from inf to 854.22833, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/chrombpnet.h5 Epoch 2/50 1/1728 [..............................] - ETA: 6:38 - loss: 1032.4576 - logits_profile_predictions_loss: 988.3397 - logcount_predictions_loss: 1.2289 2/1728 [..............................] - ETA: 4:38 - loss: 1037.1269 - logits_profile_predictions_loss: 987.9795 - logcount_predictions_loss: 1.3690 3/1728 [..............................] - ETA: 4:34 - loss: 1029.5374 - logits_profile_predictions_loss: 976.2060 - logcount_predictions_loss: 1.4856 4/1728 [..............................] - ETA: 4:32 - loss: 1021.0577 - logits_profile_predictions_loss: 964.8764 - logcount_predictions_loss: 1.5649 5/1728 [..............................] - ETA: 4:32 - loss: 1007.6773 - logits_profile_predictions_loss: 950.0687 - logcount_predictions_loss: 1.6047 6/1728 [..............................] - ETA: 4:31 - loss: 997.8565 - logits_profile_predictions_loss: 939.3393 - logcount_predictions_loss: 1.6300  7/1728 [..............................] - ETA: 4:31 - loss: 984.7124 - logits_profile_predictions_loss: 925.6360 - logcount_predictions_loss: 1.6456 8/1728 [..............................] - ETA: 4:31 - loss: 970.5206 - logits_profile_predictions_loss: 911.0478 - logcount_predictions_loss: 1.6566 9/1728 [..............................] - ETA: 4:30 - loss: 962.1352 - logits_profile_predictions_loss: 902.2614 - logcount_predictions_loss: 1.6678 10/1728 [..............................] - ETA: 4:30 - loss: 955.0924 - logits_profile_predictions_loss: 894.8898 - logcount_predictions_loss: 1.6770 11/1728 [..............................] - ETA: 4:30 - loss: 949.1540 - logits_profile_predictions_loss: 888.6462 - logcount_predictions_loss: 1.6855 12/1728 [..............................] - ETA: 4:30 - loss: 944.7566 - logits_profile_predictions_loss: 883.9746 - logcount_predictions_loss: 1.6931 13/1728 [..............................] - ETA: 4:30 - loss: 941.3479 - logits_profile_predictions_loss: 880.1569 - logcount_predictions_loss: 1.7045 14/1728 [..............................] - ETA: 4:29 - loss: 938.3268 - logits_profile_predictions_loss: 876.8323 - logcount_predictions_loss: 1.7129 15/1728 [..............................] - ETA: 4:29 - loss: 935.5560 - logits_profile_predictions_loss: 873.8210 - logcount_predictions_loss: 1.7196 16/1728 [..............................] - ETA: 4:29 - loss: 933.9380 - logits_profile_predictions_loss: 872.0087 - logcount_predictions_loss: 1.7251 17/1728 [..............................] - ETA: 4:29 - loss: 931.6624 - logits_profile_predictions_loss: 869.5987 - logcount_predictions_loss: 1.7288 18/1728 [..............................] - ETA: 4:29 - loss: 929.3787 - logits_profile_predictions_loss: 867.1646 - logcount_predictions_loss: 1.7330 19/1728 [..............................] - ETA: 4:29 - loss: 927.0757 - logits_profile_predictions_loss: 864.7329 - logcount_predictions_loss: 1.7366 20/1728 [..............................] - ETA: 4:29 - loss: 924.9355 - logits_profile_predictions_loss: 862.4354 - logcount_predictions_loss: 1.7410 21/1728 [..............................] - ETA: 4:28 - loss: 922.9656 - logits_profile_predictions_loss: 860.3116 - logcount_predictions_loss: 1.7452 22/1728 [..............................] - ETA: 4:28 - loss: 921.2418 - logits_profile_predictions_loss: 858.4542 - logcount_predictions_loss: 1.7490 23/1728 [..............................] - ETA: 4:28 - loss: 919.4914 - logits_profile_predictions_loss: 856.5686 - logcount_predictions_loss: 1.7527 24/1728 [..............................] - ETA: 4:28 - loss: 917.7439 - logits_profile_predictions_loss: 854.7198 - logcount_predictions_loss: 1.7555 25/1728 [..............................] - ETA: 4:28 - loss: 916.1463 - 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[..............................] - ETA: 4:27 - loss: 905.6601 - logits_profile_predictions_loss: 842.2294 - logcount_predictions_loss: 1.7669 33/1728 [..............................] - ETA: 4:27 - loss: 904.2759 - logits_profile_predictions_loss: 840.8525 - logcount_predictions_loss: 1.7667 34/1728 [..............................] - ETA: 4:26 - loss: 903.0469 - logits_profile_predictions_loss: 839.6289 - logcount_predictions_loss: 1.7665 35/1728 [..............................] - ETA: 4:26 - loss: 901.7079 - logits_profile_predictions_loss: 838.3071 - logcount_predictions_loss: 1.7660 36/1728 [..............................] - ETA: 4:26 - loss: 900.6062 - logits_profile_predictions_loss: 837.2294 - logcount_predictions_loss: 1.7654 37/1728 [..............................] - ETA: 4:26 - loss: 899.5376 - logits_profile_predictions_loss: 836.1887 - logcount_predictions_loss: 1.7646 38/1728 [..............................] - ETA: 4:26 - loss: 898.6433 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:59 - loss: 849.8737 - logits_profile_predictions_loss: 789.5626 - logcount_predictions_loss: 1.6800 216/1728 [==>...........................] - ETA: 3:58 - loss: 849.7683 - logits_profile_predictions_loss: 789.4638 - logcount_predictions_loss: 1.6798 217/1728 [==>...........................] - ETA: 3:58 - loss: 849.6659 - logits_profile_predictions_loss: 789.3678 - logcount_predictions_loss: 1.6796 218/1728 [==>...........................] - ETA: 3:58 - loss: 849.5606 - logits_profile_predictions_loss: 789.2687 - logcount_predictions_loss: 1.6794 219/1728 [==>...........................] - ETA: 3:58 - loss: 849.4533 - logits_profile_predictions_loss: 789.1678 - logcount_predictions_loss: 1.6793 220/1728 [==>...........................] - ETA: 3:58 - loss: 849.3466 - logits_profile_predictions_loss: 789.0671 - logcount_predictions_loss: 1.6791 221/1728 [==>...........................] - ETA: 3:58 - loss: 849.2390 - 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[===>..........................] - ETA: 3:55 - loss: 847.1684 - logits_profile_predictions_loss: 787.0195 - logcount_predictions_loss: 1.6755 242/1728 [===>..........................] - ETA: 3:54 - loss: 847.0578 - logits_profile_predictions_loss: 786.9156 - logcount_predictions_loss: 1.6753 243/1728 [===>..........................] - ETA: 3:54 - loss: 846.9471 - logits_profile_predictions_loss: 786.8115 - logcount_predictions_loss: 1.6751 244/1728 [===>..........................] - ETA: 3:54 - loss: 846.8388 - logits_profile_predictions_loss: 786.7097 - logcount_predictions_loss: 1.6749 245/1728 [===>..........................] - ETA: 3:54 - loss: 846.7298 - logits_profile_predictions_loss: 786.6072 - logcount_predictions_loss: 1.6747 246/1728 [===>..........................] - ETA: 3:54 - loss: 846.6204 - logits_profile_predictions_loss: 786.5043 - logcount_predictions_loss: 1.6745 247/1728 [===>..........................] - ETA: 3:54 - loss: 846.5116 - 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[===>..........................] - ETA: 3:52 - loss: 845.7982 - logits_profile_predictions_loss: 785.7328 - logcount_predictions_loss: 1.6731 255/1728 [===>..........................] - ETA: 3:52 - loss: 845.7015 - logits_profile_predictions_loss: 785.6430 - logcount_predictions_loss: 1.6729 256/1728 [===>..........................] - ETA: 3:52 - loss: 845.6043 - logits_profile_predictions_loss: 785.5526 - logcount_predictions_loss: 1.6728 257/1728 [===>..........................] - ETA: 3:52 - loss: 845.5073 - logits_profile_predictions_loss: 785.4625 - logcount_predictions_loss: 1.6726 258/1728 [===>..........................] - ETA: 3:52 - loss: 845.4116 - logits_profile_predictions_loss: 785.3738 - logcount_predictions_loss: 1.6724 259/1728 [===>..........................] - ETA: 3:52 - loss: 845.3141 - logits_profile_predictions_loss: 785.2831 - logcount_predictions_loss: 1.6722 260/1728 [===>..........................] - ETA: 3:52 - loss: 845.2152 - 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[===>..........................] - ETA: 3:50 - loss: 844.5237 - logits_profile_predictions_loss: 784.5469 - logcount_predictions_loss: 1.6707 268/1728 [===>..........................] - ETA: 3:50 - loss: 844.4257 - logits_profile_predictions_loss: 784.4555 - logcount_predictions_loss: 1.6705 269/1728 [===>..........................] - ETA: 3:50 - loss: 844.3297 - logits_profile_predictions_loss: 784.3660 - logcount_predictions_loss: 1.6703 270/1728 [===>..........................] - ETA: 3:50 - loss: 844.2359 - logits_profile_predictions_loss: 784.2786 - logcount_predictions_loss: 1.6701 271/1728 [===>..........................] - ETA: 3:50 - loss: 844.1416 - logits_profile_predictions_loss: 784.1909 - logcount_predictions_loss: 1.6699 272/1728 [===>..........................] - ETA: 3:50 - loss: 844.0492 - logits_profile_predictions_loss: 784.1049 - logcount_predictions_loss: 1.6698 273/1728 [===>..........................] - ETA: 3:49 - loss: 843.9562 - 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[===>..........................] - ETA: 3:48 - loss: 843.2935 - logits_profile_predictions_loss: 783.4003 - logcount_predictions_loss: 1.6683 281/1728 [===>..........................] - ETA: 3:48 - loss: 843.1990 - logits_profile_predictions_loss: 783.3121 - logcount_predictions_loss: 1.6682 282/1728 [===>..........................] - ETA: 3:48 - loss: 843.1070 - logits_profile_predictions_loss: 783.2264 - logcount_predictions_loss: 1.6680 283/1728 [===>..........................] - ETA: 3:48 - loss: 843.0181 - logits_profile_predictions_loss: 783.1437 - logcount_predictions_loss: 1.6678 284/1728 [===>..........................] - ETA: 3:48 - loss: 842.9284 - logits_profile_predictions_loss: 783.0604 - logcount_predictions_loss: 1.6676 285/1728 [===>..........................] - ETA: 3:48 - loss: 842.8408 - logits_profile_predictions_loss: 782.9789 - logcount_predictions_loss: 1.6675 286/1728 [===>..........................] - ETA: 3:47 - loss: 842.7539 - 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[====>.........................] - ETA: 3:46 - loss: 842.1387 - logits_profile_predictions_loss: 782.3275 - logcount_predictions_loss: 1.6660 294/1728 [====>.........................] - ETA: 3:46 - loss: 842.0551 - logits_profile_predictions_loss: 782.2501 - logcount_predictions_loss: 1.6659 295/1728 [====>.........................] - ETA: 3:46 - loss: 841.9736 - logits_profile_predictions_loss: 782.1747 - logcount_predictions_loss: 1.6657 296/1728 [====>.........................] - ETA: 3:46 - loss: 841.8930 - logits_profile_predictions_loss: 782.1003 - logcount_predictions_loss: 1.6655 297/1728 [====>.........................] - ETA: 3:46 - loss: 841.8135 - logits_profile_predictions_loss: 782.0269 - logcount_predictions_loss: 1.6654 298/1728 [====>.........................] - ETA: 3:46 - loss: 841.7344 - logits_profile_predictions_loss: 781.9538 - logcount_predictions_loss: 1.6652 299/1728 [====>.........................] - ETA: 3:45 - loss: 841.6556 - logits_profile_predictions_loss: 781.8810 - logcount_predictions_loss: 1.6650 300/1728 [====>.........................] - ETA: 3:45 - loss: 841.5797 - logits_profile_predictions_loss: 781.8111 - logcount_predictions_loss: 1.6649 301/1728 [====>.........................] - ETA: 3:45 - loss: 841.5045 - logits_profile_predictions_loss: 781.7417 - logcount_predictions_loss: 1.6647 302/1728 [====>.........................] - ETA: 3:45 - loss: 841.4289 - logits_profile_predictions_loss: 781.6718 - logcount_predictions_loss: 1.6645 303/1728 [====>.........................] - ETA: 3:45 - loss: 841.3542 - logits_profile_predictions_loss: 781.6026 - logcount_predictions_loss: 1.6644 304/1728 [====>.........................] - ETA: 3:45 - loss: 841.2838 - logits_profile_predictions_loss: 781.5376 - logcount_predictions_loss: 1.6642 305/1728 [====>.........................] - ETA: 3:44 - loss: 841.2138 - logits_profile_predictions_loss: 781.4729 - logcount_predictions_loss: 1.6641 306/1728 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val_logcount_predictions_loss: 1.5631 Epoch 00002: val_loss improved from 854.22833 to 801.75635, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/chrombpnet.h5 Epoch 3/50 1/1728 [..............................] - ETA: 6:33 - loss: 705.6266 - logits_profile_predictions_loss: 658.1329 - logcount_predictions_loss: 1.3229 2/1728 [..............................] - ETA: 4:31 - loss: 715.2125 - logits_profile_predictions_loss: 667.3281 - logcount_predictions_loss: 1.3338 3/1728 [..............................] - ETA: 4:30 - loss: 718.6478 - logits_profile_predictions_loss: 666.9244 - logcount_predictions_loss: 1.4408 4/1728 [..............................] - ETA: 4:30 - loss: 723.3323 - logits_profile_predictions_loss: 670.3256 - logcount_predictions_loss: 1.4765 5/1728 [..............................] - ETA: 4:30 - loss: 729.6569 - logits_profile_predictions_loss: 676.3473 - logcount_predictions_loss: 1.4849 6/1728 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[..............................] - ETA: 4:25 - loss: 779.4475 - logits_profile_predictions_loss: 725.0114 - logcount_predictions_loss: 1.5163 40/1728 [..............................] - ETA: 4:25 - loss: 779.3294 - logits_profile_predictions_loss: 724.9580 - logcount_predictions_loss: 1.5145 41/1728 [..............................] - ETA: 4:25 - loss: 779.1752 - logits_profile_predictions_loss: 724.8542 - logcount_predictions_loss: 1.5131 42/1728 [..............................] - ETA: 4:25 - loss: 778.9192 - logits_profile_predictions_loss: 724.6406 - logcount_predictions_loss: 1.5119 43/1728 [..............................] - ETA: 4:25 - loss: 778.7033 - logits_profile_predictions_loss: 724.4533 - logcount_predictions_loss: 1.5111 44/1728 [..............................] - ETA: 4:25 - loss: 778.5460 - logits_profile_predictions_loss: 724.3320 - logcount_predictions_loss: 1.5101 45/1728 [..............................] - ETA: 4:24 - loss: 778.3668 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:59 - loss: 774.0849 - logits_profile_predictions_loss: 721.4227 - logcount_predictions_loss: 1.4669 210/1728 [==>...........................] - ETA: 3:59 - loss: 774.0563 - logits_profile_predictions_loss: 721.3992 - logcount_predictions_loss: 1.4668 211/1728 [==>...........................] - ETA: 3:59 - loss: 774.0282 - logits_profile_predictions_loss: 721.3760 - logcount_predictions_loss: 1.4666 212/1728 [==>...........................] - ETA: 3:59 - loss: 774.0021 - logits_profile_predictions_loss: 721.3546 - logcount_predictions_loss: 1.4665 213/1728 [==>...........................] - ETA: 3:59 - loss: 773.9760 - logits_profile_predictions_loss: 721.3338 - logcount_predictions_loss: 1.4664 214/1728 [==>...........................] - ETA: 3:58 - loss: 773.9484 - logits_profile_predictions_loss: 721.3116 - logcount_predictions_loss: 1.4662 215/1728 [==>...........................] - ETA: 3:58 - loss: 773.9256 - logits_profile_predictions_loss: 721.2940 - logcount_predictions_loss: 1.4661 216/1728 [==>...........................] - ETA: 3:58 - loss: 773.9007 - logits_profile_predictions_loss: 721.2742 - logcount_predictions_loss: 1.4659 217/1728 [==>...........................] - ETA: 3:58 - loss: 773.8747 - logits_profile_predictions_loss: 721.2532 - logcount_predictions_loss: 1.4658 218/1728 [==>...........................] - ETA: 3:58 - loss: 773.8499 - logits_profile_predictions_loss: 721.2336 - logcount_predictions_loss: 1.4656 219/1728 [==>...........................] - ETA: 3:58 - loss: 773.8250 - logits_profile_predictions_loss: 721.2138 - logcount_predictions_loss: 1.4655 220/1728 [==>...........................] - ETA: 3:57 - loss: 773.8003 - logits_profile_predictions_loss: 721.1940 - logcount_predictions_loss: 1.4654 221/1728 [==>...........................] - ETA: 3:57 - loss: 773.7780 - logits_profile_predictions_loss: 721.1762 - logcount_predictions_loss: 1.4652 222/1728 [==>...........................] - ETA: 3:57 - loss: 773.7540 - logits_profile_predictions_loss: 721.1567 - logcount_predictions_loss: 1.4651 223/1728 [==>...........................] - ETA: 3:57 - loss: 773.7274 - logits_profile_predictions_loss: 721.1346 - logcount_predictions_loss: 1.4650 224/1728 [==>...........................] - ETA: 3:57 - loss: 773.7044 - logits_profile_predictions_loss: 721.1159 - logcount_predictions_loss: 1.4649 225/1728 [==>...........................] - ETA: 3:57 - loss: 773.6801 - logits_profile_predictions_loss: 721.0958 - logcount_predictions_loss: 1.4648 226/1728 [==>...........................] - ETA: 3:57 - loss: 773.6530 - logits_profile_predictions_loss: 721.0730 - logcount_predictions_loss: 1.4646 227/1728 [==>...........................] - ETA: 3:56 - loss: 773.6269 - logits_profile_predictions_loss: 721.0506 - logcount_predictions_loss: 1.4645 228/1728 [==>...........................] - ETA: 3:56 - loss: 773.6038 - logits_profile_predictions_loss: 721.0306 - logcount_predictions_loss: 1.4644 229/1728 [==>...........................] - ETA: 3:56 - loss: 773.5798 - logits_profile_predictions_loss: 721.0097 - logcount_predictions_loss: 1.4644 230/1728 [==>...........................] - ETA: 3:56 - loss: 773.5546 - logits_profile_predictions_loss: 720.9876 - logcount_predictions_loss: 1.4643 231/1728 [===>..........................] - ETA: 3:56 - loss: 773.5300 - logits_profile_predictions_loss: 720.9659 - logcount_predictions_loss: 1.4642 232/1728 [===>..........................] - ETA: 3:56 - loss: 773.5068 - logits_profile_predictions_loss: 720.9457 - logcount_predictions_loss: 1.4641 233/1728 [===>..........................] - ETA: 3:55 - loss: 773.4809 - logits_profile_predictions_loss: 720.9226 - logcount_predictions_loss: 1.4640 234/1728 [===>..........................] - ETA: 3:55 - loss: 773.4556 - logits_profile_predictions_loss: 720.9003 - logcount_predictions_loss: 1.4639 235/1728 [===>..........................] - ETA: 3:55 - loss: 773.4309 - logits_profile_predictions_loss: 720.8783 - logcount_predictions_loss: 1.4639 236/1728 [===>..........................] - ETA: 3:55 - loss: 773.4072 - logits_profile_predictions_loss: 720.8574 - logcount_predictions_loss: 1.4638 237/1728 [===>..........................] - ETA: 3:55 - loss: 773.3852 - logits_profile_predictions_loss: 720.8383 - logcount_predictions_loss: 1.4637 238/1728 [===>..........................] - ETA: 3:55 - loss: 773.3662 - logits_profile_predictions_loss: 720.8219 - logcount_predictions_loss: 1.4636 239/1728 [===>..........................] - ETA: 3:55 - loss: 773.3482 - logits_profile_predictions_loss: 720.8065 - logcount_predictions_loss: 1.4636 240/1728 [===>..........................] - ETA: 3:54 - loss: 773.3326 - logits_profile_predictions_loss: 720.7936 - logcount_predictions_loss: 1.4635 241/1728 [===>..........................] - ETA: 3:54 - loss: 773.3176 - logits_profile_predictions_loss: 720.7814 - logcount_predictions_loss: 1.4634 242/1728 [===>..........................] - ETA: 3:54 - loss: 773.3030 - logits_profile_predictions_loss: 720.7696 - logcount_predictions_loss: 1.4633 243/1728 [===>..........................] - ETA: 3:54 - loss: 773.2904 - logits_profile_predictions_loss: 720.7597 - logcount_predictions_loss: 1.4633 244/1728 [===>..........................] - ETA: 3:54 - loss: 773.2794 - logits_profile_predictions_loss: 720.7513 - logcount_predictions_loss: 1.4632 245/1728 [===>..........................] - ETA: 3:54 - loss: 773.2654 - logits_profile_predictions_loss: 720.7401 - logcount_predictions_loss: 1.4631 246/1728 [===>..........................] - ETA: 3:53 - loss: 773.2496 - logits_profile_predictions_loss: 720.7272 - logcount_predictions_loss: 1.4630 247/1728 [===>..........................] - ETA: 3:53 - loss: 773.2341 - logits_profile_predictions_loss: 720.7150 - logcount_predictions_loss: 1.4629 248/1728 [===>..........................] - ETA: 3:53 - loss: 773.2180 - logits_profile_predictions_loss: 720.7018 - logcount_predictions_loss: 1.4629 249/1728 [===>..........................] - ETA: 3:53 - loss: 773.2017 - logits_profile_predictions_loss: 720.6885 - logcount_predictions_loss: 1.4628 250/1728 [===>..........................] - ETA: 3:53 - loss: 773.1821 - logits_profile_predictions_loss: 720.6720 - logcount_predictions_loss: 1.4627 251/1728 [===>..........................] - ETA: 3:53 - loss: 773.1639 - logits_profile_predictions_loss: 720.6571 - logcount_predictions_loss: 1.4626 252/1728 [===>..........................] - ETA: 3:52 - loss: 773.1455 - logits_profile_predictions_loss: 720.6419 - logcount_predictions_loss: 1.4625 253/1728 [===>..........................] - ETA: 3:52 - loss: 773.1269 - logits_profile_predictions_loss: 720.6264 - logcount_predictions_loss: 1.4624 254/1728 [===>..........................] - ETA: 3:52 - loss: 773.1078 - logits_profile_predictions_loss: 720.6103 - logcount_predictions_loss: 1.4623 255/1728 [===>..........................] - ETA: 3:52 - loss: 773.0873 - logits_profile_predictions_loss: 720.5927 - logcount_predictions_loss: 1.4623 256/1728 [===>..........................] - ETA: 3:52 - loss: 773.0672 - logits_profile_predictions_loss: 720.5754 - logcount_predictions_loss: 1.4622 257/1728 [===>..........................] - ETA: 3:52 - loss: 773.0478 - logits_profile_predictions_loss: 720.5589 - logcount_predictions_loss: 1.4621 258/1728 [===>..........................] - ETA: 3:52 - loss: 773.0303 - logits_profile_predictions_loss: 720.5444 - logcount_predictions_loss: 1.4620 259/1728 [===>..........................] - ETA: 3:51 - loss: 773.0114 - logits_profile_predictions_loss: 720.5283 - logcount_predictions_loss: 1.4619 260/1728 [===>..........................] - ETA: 3:51 - loss: 772.9928 - logits_profile_predictions_loss: 720.5125 - logcount_predictions_loss: 1.4619 261/1728 [===>..........................] - ETA: 3:51 - loss: 772.9730 - logits_profile_predictions_loss: 720.4954 - logcount_predictions_loss: 1.4618 262/1728 [===>..........................] - ETA: 3:51 - loss: 772.9548 - logits_profile_predictions_loss: 720.4799 - logcount_predictions_loss: 1.4617 263/1728 [===>..........................] - ETA: 3:51 - loss: 772.9370 - logits_profile_predictions_loss: 720.4646 - logcount_predictions_loss: 1.4616 264/1728 [===>..........................] - ETA: 3:51 - loss: 772.9183 - logits_profile_predictions_loss: 720.4485 - logcount_predictions_loss: 1.4616 265/1728 [===>..........................] - ETA: 3:50 - loss: 772.8983 - logits_profile_predictions_loss: 720.4311 - logcount_predictions_loss: 1.4615 266/1728 [===>..........................] - ETA: 3:50 - loss: 772.8785 - logits_profile_predictions_loss: 720.4141 - logcount_predictions_loss: 1.4614 267/1728 [===>..........................] - ETA: 3:50 - loss: 772.8582 - logits_profile_predictions_loss: 720.3966 - logcount_predictions_loss: 1.4613 268/1728 [===>..........................] - ETA: 3:50 - loss: 772.8375 - logits_profile_predictions_loss: 720.3787 - logcount_predictions_loss: 1.4613 269/1728 [===>..........................] - ETA: 3:50 - loss: 772.8163 - logits_profile_predictions_loss: 720.3603 - logcount_predictions_loss: 1.4612 270/1728 [===>..........................] - ETA: 3:50 - loss: 772.7953 - logits_profile_predictions_loss: 720.3420 - logcount_predictions_loss: 1.4611 271/1728 [===>..........................] - ETA: 3:50 - loss: 772.7743 - logits_profile_predictions_loss: 720.3238 - logcount_predictions_loss: 1.4610 272/1728 [===>..........................] - ETA: 3:49 - loss: 772.7541 - logits_profile_predictions_loss: 720.3064 - logcount_predictions_loss: 1.4609 273/1728 [===>..........................] - ETA: 3:49 - loss: 772.7359 - logits_profile_predictions_loss: 720.2906 - logcount_predictions_loss: 1.4609 274/1728 [===>..........................] - ETA: 3:49 - loss: 772.7194 - logits_profile_predictions_loss: 720.2767 - logcount_predictions_loss: 1.4608 275/1728 [===>..........................] - ETA: 3:49 - loss: 772.7056 - logits_profile_predictions_loss: 720.2655 - logcount_predictions_loss: 1.4607 276/1728 [===>..........................] - ETA: 3:49 - loss: 772.6903 - logits_profile_predictions_loss: 720.2527 - logcount_predictions_loss: 1.4607 277/1728 [===>..........................] - ETA: 3:49 - loss: 772.6736 - logits_profile_predictions_loss: 720.2381 - logcount_predictions_loss: 1.4606 278/1728 [===>..........................] - ETA: 3:48 - loss: 772.6572 - logits_profile_predictions_loss: 720.2239 - logcount_predictions_loss: 1.4605 279/1728 [===>..........................] - ETA: 3:48 - loss: 772.6389 - logits_profile_predictions_loss: 720.2078 - logcount_predictions_loss: 1.4605 280/1728 [===>..........................] - ETA: 3:48 - loss: 772.6196 - logits_profile_predictions_loss: 720.1907 - logcount_predictions_loss: 1.4604 281/1728 [===>..........................] - ETA: 3:48 - loss: 772.6012 - logits_profile_predictions_loss: 720.1744 - logcount_predictions_loss: 1.4604 282/1728 [===>..........................] - ETA: 3:48 - loss: 772.5816 - logits_profile_predictions_loss: 720.1570 - logcount_predictions_loss: 1.4603 283/1728 [===>..........................] - ETA: 3:48 - loss: 772.5614 - logits_profile_predictions_loss: 720.1390 - logcount_predictions_loss: 1.4602 284/1728 [===>..........................] - ETA: 3:48 - loss: 772.5403 - logits_profile_predictions_loss: 720.1199 - logcount_predictions_loss: 1.4602 285/1728 [===>..........................] - ETA: 3:47 - loss: 772.5188 - logits_profile_predictions_loss: 720.1002 - logcount_predictions_loss: 1.4601 286/1728 [===>..........................] - ETA: 3:47 - loss: 772.4964 - logits_profile_predictions_loss: 720.0796 - logcount_predictions_loss: 1.4601 287/1728 [===>..........................] - ETA: 3:47 - loss: 772.4725 - logits_profile_predictions_loss: 720.0573 - logcount_predictions_loss: 1.4600 288/1728 [====>.........................] - ETA: 3:47 - loss: 772.4474 - logits_profile_predictions_loss: 720.0340 - logcount_predictions_loss: 1.4600 289/1728 [====>.........................] - ETA: 3:47 - loss: 772.4240 - logits_profile_predictions_loss: 720.0123 - logcount_predictions_loss: 1.4599 290/1728 [====>.........................] - ETA: 3:47 - loss: 772.3989 - logits_profile_predictions_loss: 719.9890 - logcount_predictions_loss: 1.4599 291/1728 [====>.........................] - ETA: 3:46 - loss: 772.3729 - logits_profile_predictions_loss: 719.9649 - logcount_predictions_loss: 1.4598 292/1728 [====>.........................] - ETA: 3:46 - loss: 772.3462 - logits_profile_predictions_loss: 719.9401 - logcount_predictions_loss: 1.4598 293/1728 [====>.........................] - ETA: 3:46 - loss: 772.3195 - logits_profile_predictions_loss: 719.9154 - logcount_predictions_loss: 1.4597 294/1728 [====>.........................] - ETA: 3:46 - loss: 772.2920 - logits_profile_predictions_loss: 719.8899 - logcount_predictions_loss: 1.4597 295/1728 [====>.........................] - ETA: 3:46 - loss: 772.2643 - logits_profile_predictions_loss: 719.8642 - logcount_predictions_loss: 1.4596 296/1728 [====>.........................] - ETA: 3:46 - loss: 772.2372 - logits_profile_predictions_loss: 719.8389 - logcount_predictions_loss: 1.4596 297/1728 [====>.........................] - ETA: 3:45 - loss: 772.2090 - logits_profile_predictions_loss: 719.8124 - logcount_predictions_loss: 1.4595 298/1728 [====>.........................] - ETA: 3:45 - loss: 772.1821 - logits_profile_predictions_loss: 719.7870 - logcount_predictions_loss: 1.4595 299/1728 [====>.........................] - ETA: 3:45 - loss: 772.1551 - logits_profile_predictions_loss: 719.7616 - logcount_predictions_loss: 1.4594 300/1728 [====>.........................] - ETA: 3:45 - loss: 772.1293 - logits_profile_predictions_loss: 719.7372 - logcount_predictions_loss: 1.4594 301/1728 [====>.........................] - ETA: 3:45 - loss: 772.1027 - logits_profile_predictions_loss: 719.7121 - logcount_predictions_loss: 1.4594 302/1728 [====>.........................] - ETA: 3:45 - loss: 772.0767 - logits_profile_predictions_loss: 719.6875 - logcount_predictions_loss: 1.4593 303/1728 [====>.........................] - ETA: 3:45 - loss: 772.0502 - logits_profile_predictions_loss: 719.6626 - logcount_predictions_loss: 1.4593 304/1728 [====>.........................] - ETA: 3:44 - loss: 772.0245 - logits_profile_predictions_loss: 719.6385 - logcount_predictions_loss: 1.4592 305/1728 [====>.........................] - ETA: 3:44 - loss: 771.9993 - logits_profile_predictions_loss: 719.6148 - logcount_predictions_loss: 1.4592 306/1728 [====>.........................] - ETA: 3:44 - loss: 771.9737 - logits_profile_predictions_loss: 719.5910 - logcount_predictions_loss: 1.4591 307/1728 [====>.........................] - ETA: 3:44 - loss: 771.9484 - logits_profile_predictions_loss: 719.5672 - logcount_predictions_loss: 1.4591 308/1728 [====>.........................] - ETA: 3:44 - loss: 771.9220 - logits_profile_predictions_loss: 719.5424 - logcount_predictions_loss: 1.4590 309/1728 [====>.........................] - ETA: 3:44 - loss: 771.8944 - logits_profile_predictions_loss: 719.5165 - logcount_predictions_loss: 1.4590 310/1728 [====>.........................] - ETA: 3:43 - loss: 771.8709 - logits_profile_predictions_loss: 719.4947 - logcount_predictions_loss: 1.4590 311/1728 [====>.........................] - ETA: 3:43 - loss: 771.8469 - logits_profile_predictions_loss: 719.4726 - logcount_predictions_loss: 1.4589 312/1728 [====>.........................] - ETA: 3:43 - loss: 771.8232 - logits_profile_predictions_loss: 719.4509 - logcount_predictions_loss: 1.4588 313/1728 [====>.........................] - ETA: 3:43 - loss: 771.7999 - logits_profile_predictions_loss: 719.4296 - logcount_predictions_loss: 1.4588 314/1728 [====>.........................] - ETA: 3:43 - loss: 771.7763 - logits_profile_predictions_loss: 719.4080 - logcount_predictions_loss: 1.4587 315/1728 [====>.........................] - ETA: 3:43 - loss: 771.7524 - logits_profile_predictions_loss: 719.3859 - logcount_predictions_loss: 1.4587 316/1728 [====>.........................] - ETA: 3:42 - loss: 771.7289 - logits_profile_predictions_loss: 719.3642 - logcount_predictions_loss: 1.4586 317/1728 [====>.........................] - ETA: 3:42 - loss: 771.7072 - logits_profile_predictions_loss: 719.3443 - logcount_predictions_loss: 1.4586 318/1728 [====>.........................] - ETA: 3:42 - loss: 771.6854 - logits_profile_predictions_loss: 719.3243 - logcount_predictions_loss: 1.4585 319/1728 [====>.........................] - ETA: 3:42 - loss: 771.6639 - logits_profile_predictions_loss: 719.3045 - logcount_predictions_loss: 1.4585 320/1728 [====>.........................] - ETA: 3:42 - loss: 771.6427 - logits_profile_predictions_loss: 719.2849 - logcount_predictions_loss: 1.4584 321/1728 [====>.........................] - ETA: 3:42 - loss: 771.6204 - logits_profile_predictions_loss: 719.2642 - logcount_predictions_loss: 1.4584 322/1728 [====>.........................] - ETA: 3:42 - loss: 771.5971 - logits_profile_predictions_loss: 719.2426 - logcount_predictions_loss: 1.4583 323/1728 [====>.........................] - ETA: 3:41 - loss: 771.5746 - logits_profile_predictions_loss: 719.2218 - logcount_predictions_loss: 1.4583 324/1728 [====>.........................] - ETA: 3:41 - loss: 771.5511 - logits_profile_predictions_loss: 719.2000 - logcount_predictions_loss: 1.4583 325/1728 [====>.........................] - ETA: 3:41 - loss: 771.5266 - logits_profile_predictions_loss: 719.1772 - logcount_predictions_loss: 1.4582 326/1728 [====>.........................] - ETA: 3:41 - loss: 771.5019 - logits_profile_predictions_loss: 719.1543 - logcount_predictions_loss: 1.4582 327/1728 [====>.........................] - ETA: 3:41 - loss: 771.4764 - logits_profile_predictions_loss: 719.1304 - logcount_predictions_loss: 1.4581 328/1728 [====>.........................] - ETA: 3:41 - loss: 771.4509 - logits_profile_predictions_loss: 719.1066 - logcount_predictions_loss: 1.4581 329/1728 [====>.........................] - ETA: 3:40 - loss: 771.4252 - logits_profile_predictions_loss: 719.0825 - logcount_predictions_loss: 1.4580 330/1728 [====>.........................] - ETA: 3:40 - loss: 771.4003 - logits_profile_predictions_loss: 719.0591 - logcount_predictions_loss: 1.4580 331/1728 [====>.........................] - ETA: 3:40 - loss: 771.3760 - logits_profile_predictions_loss: 719.0364 - logcount_predictions_loss: 1.4579 332/1728 [====>.........................] - ETA: 3:40 - loss: 771.3514 - logits_profile_predictions_loss: 719.0132 - logcount_predictions_loss: 1.4579 333/1728 [====>.........................] - ETA: 3:40 - loss: 771.3251 - logits_profile_predictions_loss: 718.9885 - logcount_predictions_loss: 1.4579 334/1728 [====>.........................] - ETA: 3:40 - loss: 771.2990 - logits_profile_predictions_loss: 718.9639 - logcount_predictions_loss: 1.4578 335/1728 [====>.........................] - ETA: 3:40 - loss: 771.2725 - logits_profile_predictions_loss: 718.9391 - logcount_predictions_loss: 1.4578 336/1728 [====>.........................] - ETA: 3:39 - loss: 771.2448 - logits_profile_predictions_loss: 718.9130 - logcount_predictions_loss: 1.4577 337/1728 [====>.........................] - ETA: 3:39 - loss: 771.2177 - logits_profile_predictions_loss: 718.8875 - logcount_predictions_loss: 1.4577 338/1728 [====>.........................] - ETA: 3:39 - loss: 771.1907 - logits_profile_predictions_loss: 718.8621 - logcount_predictions_loss: 1.4576 339/1728 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776.82898, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/chrombpnet.h5 Epoch 4/50 1/1728 [..............................] - ETA: 6:04 - loss: 553.6791 - logits_profile_predictions_loss: 509.7352 - logcount_predictions_loss: 1.2241 2/1728 [..............................] - ETA: 4:43 - loss: 588.2814 - logits_profile_predictions_loss: 543.5213 - logcount_predictions_loss: 1.2468 3/1728 [..............................] - ETA: 4:36 - loss: 610.0587 - logits_profile_predictions_loss: 563.9943 - logcount_predictions_loss: 1.2831 4/1728 [..............................] - ETA: 4:34 - loss: 618.3771 - logits_profile_predictions_loss: 571.2177 - logcount_predictions_loss: 1.3136 5/1728 [..............................] - ETA: 4:33 - loss: 626.8688 - logits_profile_predictions_loss: 578.8410 - logcount_predictions_loss: 1.3378 6/1728 [..............................] - ETA: 4:32 - loss: 634.1321 - logits_profile_predictions_loss: 585.6150 - 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[..............................] - ETA: 4:23 - loss: 688.2957 - logits_profile_predictions_loss: 640.1189 - logcount_predictions_loss: 1.3420 54/1728 [..............................] - ETA: 4:23 - loss: 688.6751 - logits_profile_predictions_loss: 640.5116 - logcount_predictions_loss: 1.3416 55/1728 [..............................] - ETA: 4:23 - loss: 689.0485 - logits_profile_predictions_loss: 640.9004 - logcount_predictions_loss: 1.3412 56/1728 [..............................] - ETA: 4:23 - loss: 689.3848 - logits_profile_predictions_loss: 641.2573 - logcount_predictions_loss: 1.3406 57/1728 [..............................] - ETA: 4:22 - loss: 689.7293 - logits_profile_predictions_loss: 641.6207 - logcount_predictions_loss: 1.3401 58/1728 [>.............................] - ETA: 4:22 - loss: 690.0718 - logits_profile_predictions_loss: 641.9811 - logcount_predictions_loss: 1.3396 59/1728 [>.............................] - ETA: 4:22 - loss: 690.3853 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 653.0565 - logcount_predictions_loss: 1.3294 113/1728 [>.............................] - ETA: 4:14 - loss: 700.9040 - logits_profile_predictions_loss: 653.1833 - logcount_predictions_loss: 1.3293 114/1728 [>.............................] - ETA: 4:14 - loss: 701.0309 - logits_profile_predictions_loss: 653.3155 - logcount_predictions_loss: 1.3291 115/1728 [>.............................] - ETA: 4:13 - loss: 701.1620 - logits_profile_predictions_loss: 653.4510 - logcount_predictions_loss: 1.3290 116/1728 [=>............................] - ETA: 4:13 - loss: 701.2933 - logits_profile_predictions_loss: 653.5867 - logcount_predictions_loss: 1.3289 117/1728 [=>............................] - ETA: 4:13 - loss: 701.4278 - logits_profile_predictions_loss: 653.7232 - logcount_predictions_loss: 1.3288 118/1728 [=>............................] - ETA: 4:13 - loss: 701.5544 - logits_profile_predictions_loss: 653.8513 - logcount_predictions_loss: 1.3288 119/1728 [=>............................] - ETA: 4:13 - loss: 701.6787 - logits_profile_predictions_loss: 653.9767 - logcount_predictions_loss: 1.3288 120/1728 [=>............................] - ETA: 4:13 - loss: 701.8117 - logits_profile_predictions_loss: 654.1109 - logcount_predictions_loss: 1.3287 121/1728 [=>............................] - ETA: 4:13 - loss: 701.9386 - logits_profile_predictions_loss: 654.2378 - logcount_predictions_loss: 1.3287 122/1728 [=>............................] - ETA: 4:12 - loss: 702.0725 - logits_profile_predictions_loss: 654.3734 - logcount_predictions_loss: 1.3287 123/1728 [=>............................] - ETA: 4:12 - loss: 702.1973 - logits_profile_predictions_loss: 654.4993 - logcount_predictions_loss: 1.3286 124/1728 [=>............................] - ETA: 4:12 - loss: 702.3181 - logits_profile_predictions_loss: 654.6215 - logcount_predictions_loss: 1.3286 125/1728 [=>............................] - ETA: 4:12 - loss: 702.4363 - logits_profile_predictions_loss: 654.7406 - logcount_predictions_loss: 1.3286 126/1728 [=>............................] - ETA: 4:12 - loss: 702.5522 - logits_profile_predictions_loss: 654.8567 - logcount_predictions_loss: 1.3286 127/1728 [=>............................] - ETA: 4:12 - loss: 702.6630 - logits_profile_predictions_loss: 654.9670 - logcount_predictions_loss: 1.3286 128/1728 [=>............................] - ETA: 4:11 - loss: 702.7695 - logits_profile_predictions_loss: 655.0731 - logcount_predictions_loss: 1.3286 129/1728 [=>............................] - ETA: 4:11 - loss: 702.8702 - logits_profile_predictions_loss: 655.1742 - logcount_predictions_loss: 1.3286 130/1728 [=>............................] - ETA: 4:11 - loss: 702.9699 - logits_profile_predictions_loss: 655.2743 - logcount_predictions_loss: 1.3286 131/1728 [=>............................] - ETA: 4:11 - loss: 703.0735 - logits_profile_predictions_loss: 655.3786 - logcount_predictions_loss: 1.3286 132/1728 [=>............................] - ETA: 4:11 - loss: 703.1848 - logits_profile_predictions_loss: 655.4909 - logcount_predictions_loss: 1.3285 133/1728 [=>............................] - ETA: 4:11 - loss: 703.2921 - logits_profile_predictions_loss: 655.5995 - logcount_predictions_loss: 1.3285 134/1728 [=>............................] - ETA: 4:11 - loss: 703.3999 - logits_profile_predictions_loss: 655.7082 - logcount_predictions_loss: 1.3285 135/1728 [=>............................] - ETA: 4:10 - loss: 703.5136 - logits_profile_predictions_loss: 655.8226 - logcount_predictions_loss: 1.3284 136/1728 [=>............................] - ETA: 4:10 - loss: 703.6241 - logits_profile_predictions_loss: 655.9338 - logcount_predictions_loss: 1.3284 137/1728 [=>............................] - ETA: 4:10 - loss: 703.7303 - logits_profile_predictions_loss: 656.0392 - logcount_predictions_loss: 1.3284 138/1728 [=>............................] - ETA: 4:10 - loss: 703.8268 - logits_profile_predictions_loss: 656.1359 - logcount_predictions_loss: 1.3284 139/1728 [=>............................] - ETA: 4:10 - loss: 703.9175 - logits_profile_predictions_loss: 656.2265 - logcount_predictions_loss: 1.3284 140/1728 [=>............................] - ETA: 4:10 - loss: 704.0098 - logits_profile_predictions_loss: 656.3188 - logcount_predictions_loss: 1.3284 141/1728 [=>............................] - ETA: 4:09 - loss: 704.1007 - logits_profile_predictions_loss: 656.4096 - logcount_predictions_loss: 1.3284 142/1728 [=>............................] - ETA: 4:09 - loss: 704.1947 - logits_profile_predictions_loss: 656.5038 - logcount_predictions_loss: 1.3284 143/1728 [=>............................] - ETA: 4:09 - loss: 704.2866 - logits_profile_predictions_loss: 656.5966 - logcount_predictions_loss: 1.3284 144/1728 [=>............................] - ETA: 4:09 - loss: 704.3728 - logits_profile_predictions_loss: 656.6832 - logcount_predictions_loss: 1.3284 145/1728 [=>............................] - ETA: 4:09 - loss: 704.4541 - logits_profile_predictions_loss: 656.7654 - logcount_predictions_loss: 1.3284 146/1728 [=>............................] - ETA: 4:09 - loss: 704.5296 - logits_profile_predictions_loss: 656.8423 - logcount_predictions_loss: 1.3283 147/1728 [=>............................] - ETA: 4:09 - loss: 704.6113 - logits_profile_predictions_loss: 656.9254 - logcount_predictions_loss: 1.3283 148/1728 [=>............................] - ETA: 4:08 - loss: 704.6912 - logits_profile_predictions_loss: 657.0068 - logcount_predictions_loss: 1.3283 149/1728 [=>............................] - ETA: 4:08 - loss: 704.7683 - logits_profile_predictions_loss: 657.0856 - logcount_predictions_loss: 1.3282 150/1728 [=>............................] - ETA: 4:08 - loss: 704.8429 - logits_profile_predictions_loss: 657.1620 - logcount_predictions_loss: 1.3282 151/1728 [=>............................] - ETA: 4:08 - loss: 704.9128 - 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[=>............................] - ETA: 4:07 - loss: 705.4889 - logits_profile_predictions_loss: 657.8306 - logcount_predictions_loss: 1.3275 159/1728 [=>............................] - ETA: 4:07 - loss: 705.5809 - logits_profile_predictions_loss: 657.9255 - logcount_predictions_loss: 1.3275 160/1728 [=>............................] - ETA: 4:07 - loss: 705.6741 - logits_profile_predictions_loss: 658.0218 - logcount_predictions_loss: 1.3274 161/1728 [=>............................] - ETA: 4:06 - loss: 705.7614 - logits_profile_predictions_loss: 658.1125 - logcount_predictions_loss: 1.3273 162/1728 [=>............................] - ETA: 4:06 - loss: 705.8506 - logits_profile_predictions_loss: 658.2048 - logcount_predictions_loss: 1.3272 163/1728 [=>............................] - ETA: 4:06 - loss: 705.9330 - logits_profile_predictions_loss: 658.2905 - logcount_predictions_loss: 1.3271 164/1728 [=>............................] - ETA: 4:06 - loss: 706.0077 - logits_profile_predictions_loss: 658.3687 - logcount_predictions_loss: 1.3270 165/1728 [=>............................] - ETA: 4:06 - loss: 706.0828 - logits_profile_predictions_loss: 658.4475 - logcount_predictions_loss: 1.3269 166/1728 [=>............................] - ETA: 4:06 - loss: 706.1573 - logits_profile_predictions_loss: 658.5258 - logcount_predictions_loss: 1.3268 167/1728 [=>............................] - ETA: 4:05 - loss: 706.2280 - logits_profile_predictions_loss: 658.6007 - logcount_predictions_loss: 1.3267 168/1728 [=>............................] - ETA: 4:05 - loss: 706.2959 - logits_profile_predictions_loss: 658.6732 - logcount_predictions_loss: 1.3265 169/1728 [=>............................] - ETA: 4:05 - loss: 706.3666 - logits_profile_predictions_loss: 658.7486 - logcount_predictions_loss: 1.3264 170/1728 [=>............................] - ETA: 4:05 - loss: 706.4336 - logits_profile_predictions_loss: 658.8201 - logcount_predictions_loss: 1.3263 171/1728 [=>............................] - ETA: 4:05 - loss: 706.5035 - logits_profile_predictions_loss: 658.8945 - logcount_predictions_loss: 1.3262 172/1728 [=>............................] - ETA: 4:05 - loss: 706.5759 - logits_profile_predictions_loss: 658.9712 - logcount_predictions_loss: 1.3260 173/1728 [==>...........................] - ETA: 4:05 - loss: 706.6480 - logits_profile_predictions_loss: 659.0472 - logcount_predictions_loss: 1.3259 174/1728 [==>...........................] - ETA: 4:04 - loss: 706.7219 - logits_profile_predictions_loss: 659.1248 - logcount_predictions_loss: 1.3258 175/1728 [==>...........................] - ETA: 4:04 - loss: 706.7929 - logits_profile_predictions_loss: 659.1996 - logcount_predictions_loss: 1.3257 176/1728 [==>...........................] - ETA: 4:04 - loss: 706.8657 - logits_profile_predictions_loss: 659.2763 - logcount_predictions_loss: 1.3256 177/1728 [==>...........................] - ETA: 4:04 - loss: 706.9455 - 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[===>..........................] - ETA: 3:51 - loss: 713.3057 - logits_profile_predictions_loss: 665.8429 - logcount_predictions_loss: 1.3221 263/1728 [===>..........................] - ETA: 3:51 - loss: 713.3718 - logits_profile_predictions_loss: 665.9074 - logcount_predictions_loss: 1.3221 264/1728 [===>..........................] - ETA: 3:50 - loss: 713.4375 - logits_profile_predictions_loss: 665.9715 - logcount_predictions_loss: 1.3222 265/1728 [===>..........................] - ETA: 3:50 - loss: 713.5045 - logits_profile_predictions_loss: 666.0371 - logcount_predictions_loss: 1.3222 266/1728 [===>..........................] - ETA: 3:50 - loss: 713.5708 - logits_profile_predictions_loss: 666.1020 - logcount_predictions_loss: 1.3223 267/1728 [===>..........................] - ETA: 3:50 - loss: 713.6374 - logits_profile_predictions_loss: 666.1673 - logcount_predictions_loss: 1.3223 268/1728 [===>..........................] - ETA: 3:50 - loss: 713.7029 - 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[===>..........................] - ETA: 3:49 - loss: 714.1340 - logits_profile_predictions_loss: 666.6553 - logcount_predictions_loss: 1.3225 276/1728 [===>..........................] - ETA: 3:49 - loss: 714.1937 - logits_profile_predictions_loss: 666.7140 - logcount_predictions_loss: 1.3226 277/1728 [===>..........................] - ETA: 3:48 - loss: 714.2538 - logits_profile_predictions_loss: 666.7733 - logcount_predictions_loss: 1.3226 278/1728 [===>..........................] - ETA: 3:48 - loss: 714.3132 - logits_profile_predictions_loss: 666.8318 - logcount_predictions_loss: 1.3226 279/1728 [===>..........................] - ETA: 3:48 - loss: 714.3719 - logits_profile_predictions_loss: 666.8898 - logcount_predictions_loss: 1.3226 280/1728 [===>..........................] - ETA: 3:48 - loss: 714.4310 - logits_profile_predictions_loss: 666.9481 - logcount_predictions_loss: 1.3226 281/1728 [===>..........................] - ETA: 3:48 - loss: 714.4893 - 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[====>.........................] - ETA: 3:47 - loss: 714.8859 - logits_profile_predictions_loss: 667.3972 - logcount_predictions_loss: 1.3228 289/1728 [====>.........................] - ETA: 3:46 - loss: 714.9408 - logits_profile_predictions_loss: 667.4514 - logcount_predictions_loss: 1.3228 290/1728 [====>.........................] - ETA: 3:46 - loss: 714.9953 - logits_profile_predictions_loss: 667.5050 - logcount_predictions_loss: 1.3229 291/1728 [====>.........................] - ETA: 3:46 - loss: 715.0508 - logits_profile_predictions_loss: 667.5594 - logcount_predictions_loss: 1.3229 292/1728 [====>.........................] - ETA: 3:46 - loss: 715.1067 - logits_profile_predictions_loss: 667.6142 - logcount_predictions_loss: 1.3229 293/1728 [====>.........................] - ETA: 3:46 - loss: 715.1624 - logits_profile_predictions_loss: 667.6690 - logcount_predictions_loss: 1.3229 294/1728 [====>.........................] - ETA: 3:46 - loss: 715.2184 - 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[====>.........................] - ETA: 3:45 - loss: 715.6060 - logits_profile_predictions_loss: 668.1053 - logcount_predictions_loss: 1.3231 302/1728 [====>.........................] - ETA: 3:44 - loss: 715.6607 - logits_profile_predictions_loss: 668.1592 - logcount_predictions_loss: 1.3232 303/1728 [====>.........................] - ETA: 3:44 - loss: 715.7159 - logits_profile_predictions_loss: 668.2137 - logcount_predictions_loss: 1.3232 304/1728 [====>.........................] - ETA: 3:44 - loss: 715.7719 - logits_profile_predictions_loss: 668.2690 - logcount_predictions_loss: 1.3232 305/1728 [====>.........................] - ETA: 3:44 - loss: 715.8284 - logits_profile_predictions_loss: 668.3251 - logcount_predictions_loss: 1.3232 306/1728 [====>.........................] - ETA: 3:44 - loss: 715.8840 - logits_profile_predictions_loss: 668.3800 - logcount_predictions_loss: 1.3232 307/1728 [====>.........................] - ETA: 3:44 - loss: 715.9393 - 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[====>.........................] - ETA: 3:43 - loss: 716.3193 - logits_profile_predictions_loss: 668.8106 - logcount_predictions_loss: 1.3234 315/1728 [====>.........................] - ETA: 3:42 - loss: 716.3738 - logits_profile_predictions_loss: 668.8646 - logcount_predictions_loss: 1.3234 316/1728 [====>.........................] - ETA: 3:42 - loss: 716.4281 - logits_profile_predictions_loss: 668.9183 - logcount_predictions_loss: 1.3234 317/1728 [====>.........................] - ETA: 3:42 - loss: 716.4821 - logits_profile_predictions_loss: 668.9720 - logcount_predictions_loss: 1.3234 318/1728 [====>.........................] - ETA: 3:42 - loss: 716.5365 - logits_profile_predictions_loss: 669.0261 - logcount_predictions_loss: 1.3234 319/1728 [====>.........................] - ETA: 3:42 - loss: 716.5910 - logits_profile_predictions_loss: 669.0804 - logcount_predictions_loss: 1.3234 320/1728 [====>.........................] - ETA: 3:42 - loss: 716.6442 - 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[====>.........................] - ETA: 3:41 - loss: 716.9885 - logits_profile_predictions_loss: 669.4775 - logcount_predictions_loss: 1.3234 328/1728 [====>.........................] - ETA: 3:40 - loss: 717.0355 - logits_profile_predictions_loss: 669.5247 - logcount_predictions_loss: 1.3234 329/1728 [====>.........................] - ETA: 3:40 - loss: 717.0812 - logits_profile_predictions_loss: 669.5706 - logcount_predictions_loss: 1.3234 330/1728 [====>.........................] - ETA: 3:40 - loss: 717.1264 - logits_profile_predictions_loss: 669.6160 - logcount_predictions_loss: 1.3234 331/1728 [====>.........................] - ETA: 3:40 - loss: 717.1707 - logits_profile_predictions_loss: 669.6605 - logcount_predictions_loss: 1.3234 332/1728 [====>.........................] - ETA: 3:40 - loss: 717.2146 - logits_profile_predictions_loss: 669.7048 - logcount_predictions_loss: 1.3234 333/1728 [====>.........................] - ETA: 3:40 - loss: 717.2580 - 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[====>.........................] - ETA: 3:39 - loss: 717.5376 - logits_profile_predictions_loss: 670.0322 - logcount_predictions_loss: 1.3233 341/1728 [====>.........................] - ETA: 3:38 - loss: 717.5767 - logits_profile_predictions_loss: 670.0718 - logcount_predictions_loss: 1.3233 342/1728 [====>.........................] - ETA: 3:38 - loss: 717.6173 - logits_profile_predictions_loss: 670.1130 - logcount_predictions_loss: 1.3232 343/1728 [====>.........................] - ETA: 3:38 - loss: 717.6567 - logits_profile_predictions_loss: 670.1529 - logcount_predictions_loss: 1.3232 344/1728 [====>.........................] - ETA: 3:38 - loss: 717.6960 - logits_profile_predictions_loss: 670.1928 - logcount_predictions_loss: 1.3232 345/1728 [====>.........................] - ETA: 3:38 - loss: 717.7351 - logits_profile_predictions_loss: 670.2324 - logcount_predictions_loss: 1.3232 346/1728 [=====>........................] - ETA: 3:38 - loss: 717.7732 - logits_profile_predictions_loss: 670.2711 - logcount_predictions_loss: 1.3232 347/1728 [=====>........................] - ETA: 3:37 - loss: 717.8108 - logits_profile_predictions_loss: 670.3092 - logcount_predictions_loss: 1.3232 348/1728 [=====>........................] - ETA: 3:37 - loss: 717.8492 - logits_profile_predictions_loss: 670.3481 - logcount_predictions_loss: 1.3232 349/1728 [=====>........................] - ETA: 3:37 - loss: 717.8889 - logits_profile_predictions_loss: 670.3884 - logcount_predictions_loss: 1.3231 350/1728 [=====>........................] - ETA: 3:37 - loss: 717.9289 - logits_profile_predictions_loss: 670.4288 - logcount_predictions_loss: 1.3231 351/1728 [=====>........................] - ETA: 3:37 - loss: 717.9674 - logits_profile_predictions_loss: 670.4677 - logcount_predictions_loss: 1.3231 352/1728 [=====>........................] - ETA: 3:37 - loss: 718.0065 - logits_profile_predictions_loss: 670.5073 - logcount_predictions_loss: 1.3231 353/1728 [=====>........................] - ETA: 3:36 - loss: 718.0454 - logits_profile_predictions_loss: 670.5466 - logcount_predictions_loss: 1.3231 354/1728 [=====>........................] - ETA: 3:36 - loss: 718.0849 - logits_profile_predictions_loss: 670.5863 - logcount_predictions_loss: 1.3231 355/1728 [=====>........................] - ETA: 3:36 - loss: 718.1252 - logits_profile_predictions_loss: 670.6270 - logcount_predictions_loss: 1.3231 356/1728 [=====>........................] - ETA: 3:36 - loss: 718.1668 - logits_profile_predictions_loss: 670.6690 - logcount_predictions_loss: 1.3231 357/1728 [=====>........................] - ETA: 3:36 - loss: 718.2087 - logits_profile_predictions_loss: 670.7113 - logcount_predictions_loss: 1.3231 358/1728 [=====>........................] - ETA: 3:36 - loss: 718.2506 - logits_profile_predictions_loss: 670.7536 - logcount_predictions_loss: 1.3230 359/1728 [=====>........................] - ETA: 3:36 - loss: 718.2928 - logits_profile_predictions_loss: 670.7962 - logcount_predictions_loss: 1.3230 360/1728 [=====>........................] - ETA: 3:35 - loss: 718.3337 - logits_profile_predictions_loss: 670.8377 - logcount_predictions_loss: 1.3230 361/1728 [=====>........................] - ETA: 3:35 - loss: 718.3735 - logits_profile_predictions_loss: 670.8781 - logcount_predictions_loss: 1.3230 362/1728 [=====>........................] - ETA: 3:35 - loss: 718.4140 - logits_profile_predictions_loss: 670.9191 - logcount_predictions_loss: 1.3230 363/1728 [=====>........................] - ETA: 3:35 - loss: 718.4564 - logits_profile_predictions_loss: 670.9620 - logcount_predictions_loss: 1.3230 364/1728 [=====>........................] - ETA: 3:35 - loss: 718.4984 - logits_profile_predictions_loss: 671.0046 - logcount_predictions_loss: 1.3230 365/1728 [=====>........................] - ETA: 3:35 - loss: 718.5407 - logits_profile_predictions_loss: 671.0472 - logcount_predictions_loss: 1.3229 366/1728 [=====>........................] - ETA: 3:34 - loss: 718.5823 - logits_profile_predictions_loss: 671.0893 - logcount_predictions_loss: 1.3229 367/1728 [=====>........................] - ETA: 3:34 - loss: 718.6232 - logits_profile_predictions_loss: 671.1307 - logcount_predictions_loss: 1.3229 368/1728 [=====>........................] - ETA: 3:34 - loss: 718.6649 - logits_profile_predictions_loss: 671.1729 - logcount_predictions_loss: 1.3229 369/1728 [=====>........................] - ETA: 3:34 - loss: 718.7065 - logits_profile_predictions_loss: 671.2151 - logcount_predictions_loss: 1.3229 370/1728 [=====>........................] - ETA: 3:34 - loss: 718.7474 - logits_profile_predictions_loss: 671.2565 - logcount_predictions_loss: 1.3229 371/1728 [=====>........................] - ETA: 3:34 - loss: 718.7892 - logits_profile_predictions_loss: 671.2988 - logcount_predictions_loss: 1.3229 372/1728 [=====>........................] - ETA: 3:34 - loss: 718.8315 - 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logits_profile_predictions_loss: 678.4229 - logcount_predictions_loss: 1.3097 1726/1728 [============================>.] - ETA: 0s - loss: 725.4403 - logits_profile_predictions_loss: 678.4224 - logcount_predictions_loss: 1.3097 1727/1728 [============================>.] - ETA: 0s - loss: 725.4395 - logits_profile_predictions_loss: 678.4218 - logcount_predictions_loss: 1.3097 1728/1728 [==============================] - ETA: 0s - loss: 725.4388 - logits_profile_predictions_loss: 678.4213 - logcount_predictions_loss: 1.3097 1728/1728 [==============================] - 285s 165ms/step - loss: 725.4380 - logits_profile_predictions_loss: 678.4208 - logcount_predictions_loss: 1.3097 - val_loss: 766.6359 - val_logits_profile_predictions_loss: 717.8663 - val_logcount_predictions_loss: 1.3585 Epoch 00004: val_loss improved from 776.82898 to 766.63593, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/chrombpnet.h5 Epoch 5/50 1/1728 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[==>...........................] - ETA: 3:57 - loss: 707.1137 - logits_profile_predictions_loss: 661.4455 - logcount_predictions_loss: 1.2721 225/1728 [==>...........................] - ETA: 3:57 - loss: 707.0707 - logits_profile_predictions_loss: 661.4098 - logcount_predictions_loss: 1.2719 226/1728 [==>...........................] - ETA: 3:56 - loss: 707.0311 - logits_profile_predictions_loss: 661.3773 - logcount_predictions_loss: 1.2717 227/1728 [==>...........................] - ETA: 3:56 - loss: 706.9951 - logits_profile_predictions_loss: 661.3483 - logcount_predictions_loss: 1.2715 228/1728 [==>...........................] - ETA: 3:56 - loss: 706.9598 - logits_profile_predictions_loss: 661.3198 - logcount_predictions_loss: 1.2713 229/1728 [==>...........................] - ETA: 3:56 - loss: 706.9261 - logits_profile_predictions_loss: 661.2928 - logcount_predictions_loss: 1.2711 230/1728 [==>...........................] - ETA: 3:56 - loss: 706.8915 - 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[===>..........................] - ETA: 3:55 - loss: 706.6532 - logits_profile_predictions_loss: 661.0690 - logcount_predictions_loss: 1.2698 238/1728 [===>..........................] - ETA: 3:54 - loss: 706.6180 - logits_profile_predictions_loss: 661.0398 - logcount_predictions_loss: 1.2696 239/1728 [===>..........................] - ETA: 3:54 - loss: 706.5824 - logits_profile_predictions_loss: 661.0096 - logcount_predictions_loss: 1.2694 240/1728 [===>..........................] - ETA: 3:54 - loss: 706.5454 - logits_profile_predictions_loss: 660.9782 - logcount_predictions_loss: 1.2693 241/1728 [===>..........................] - ETA: 3:54 - loss: 706.5066 - logits_profile_predictions_loss: 660.9450 - logcount_predictions_loss: 1.2691 242/1728 [===>..........................] - ETA: 3:54 - loss: 706.4677 - logits_profile_predictions_loss: 660.9117 - logcount_predictions_loss: 1.2690 243/1728 [===>..........................] - ETA: 3:54 - loss: 706.4286 - 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[===>..........................] - ETA: 3:53 - loss: 706.1567 - logits_profile_predictions_loss: 660.6465 - logcount_predictions_loss: 1.2677 251/1728 [===>..........................] - ETA: 3:52 - loss: 706.1183 - logits_profile_predictions_loss: 660.6136 - logcount_predictions_loss: 1.2675 252/1728 [===>..........................] - ETA: 3:52 - loss: 706.0776 - logits_profile_predictions_loss: 660.5784 - logcount_predictions_loss: 1.2674 253/1728 [===>..........................] - ETA: 3:52 - loss: 706.0362 - logits_profile_predictions_loss: 660.5423 - logcount_predictions_loss: 1.2672 254/1728 [===>..........................] - ETA: 3:52 - loss: 705.9946 - logits_profile_predictions_loss: 660.5063 - logcount_predictions_loss: 1.2671 255/1728 [===>..........................] - ETA: 3:52 - loss: 705.9548 - logits_profile_predictions_loss: 660.4721 - logcount_predictions_loss: 1.2669 256/1728 [===>..........................] - ETA: 3:52 - loss: 705.9148 - 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[===>..........................] - ETA: 3:51 - loss: 705.6488 - logits_profile_predictions_loss: 660.2100 - logcount_predictions_loss: 1.2657 264/1728 [===>..........................] - ETA: 3:50 - loss: 705.6123 - logits_profile_predictions_loss: 660.1788 - logcount_predictions_loss: 1.2656 265/1728 [===>..........................] - ETA: 3:50 - loss: 705.5747 - logits_profile_predictions_loss: 660.1467 - logcount_predictions_loss: 1.2654 266/1728 [===>..........................] - ETA: 3:50 - loss: 705.5384 - logits_profile_predictions_loss: 660.1158 - logcount_predictions_loss: 1.2653 267/1728 [===>..........................] - ETA: 3:50 - loss: 705.5005 - logits_profile_predictions_loss: 660.0831 - logcount_predictions_loss: 1.2651 268/1728 [===>..........................] - ETA: 3:50 - loss: 705.4618 - logits_profile_predictions_loss: 660.0496 - logcount_predictions_loss: 1.2650 269/1728 [===>..........................] - ETA: 3:50 - loss: 705.4244 - 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[===>..........................] - ETA: 3:49 - loss: 705.1736 - logits_profile_predictions_loss: 659.8048 - logcount_predictions_loss: 1.2638 277/1728 [===>..........................] - ETA: 3:48 - loss: 705.1383 - logits_profile_predictions_loss: 659.7753 - logcount_predictions_loss: 1.2636 278/1728 [===>..........................] - ETA: 3:48 - loss: 705.1026 - logits_profile_predictions_loss: 659.7450 - logcount_predictions_loss: 1.2634 279/1728 [===>..........................] - ETA: 3:48 - loss: 705.0661 - logits_profile_predictions_loss: 659.7139 - logcount_predictions_loss: 1.2633 280/1728 [===>..........................] - ETA: 3:48 - loss: 705.0326 - logits_profile_predictions_loss: 659.6855 - logcount_predictions_loss: 1.2631 281/1728 [===>..........................] - ETA: 3:48 - loss: 704.9983 - logits_profile_predictions_loss: 659.6563 - logcount_predictions_loss: 1.2630 282/1728 [===>..........................] - ETA: 3:48 - loss: 704.9649 - logits_profile_predictions_loss: 659.6276 - logcount_predictions_loss: 1.2629 283/1728 [===>..........................] - ETA: 3:47 - loss: 704.9323 - logits_profile_predictions_loss: 659.5998 - logcount_predictions_loss: 1.2627 284/1728 [===>..........................] - ETA: 3:47 - loss: 704.9002 - logits_profile_predictions_loss: 659.5727 - logcount_predictions_loss: 1.2626 285/1728 [===>..........................] - ETA: 3:47 - loss: 704.8691 - logits_profile_predictions_loss: 659.5465 - logcount_predictions_loss: 1.2625 286/1728 [===>..........................] - ETA: 3:47 - loss: 704.8368 - logits_profile_predictions_loss: 659.5194 - logcount_predictions_loss: 1.2623 287/1728 [===>..........................] - ETA: 3:47 - loss: 704.8054 - logits_profile_predictions_loss: 659.4929 - logcount_predictions_loss: 1.2622 288/1728 [====>.........................] - ETA: 3:47 - loss: 704.7756 - logits_profile_predictions_loss: 659.4680 - logcount_predictions_loss: 1.2620 289/1728 [====>.........................] - ETA: 3:47 - loss: 704.7459 - logits_profile_predictions_loss: 659.4431 - logcount_predictions_loss: 1.2619 290/1728 [====>.........................] - ETA: 3:46 - loss: 704.7159 - logits_profile_predictions_loss: 659.4180 - logcount_predictions_loss: 1.2618 291/1728 [====>.........................] - ETA: 3:46 - loss: 704.6866 - logits_profile_predictions_loss: 659.3935 - logcount_predictions_loss: 1.2616 292/1728 [====>.........................] - ETA: 3:46 - loss: 704.6569 - logits_profile_predictions_loss: 659.3687 - logcount_predictions_loss: 1.2615 293/1728 [====>.........................] - ETA: 3:46 - loss: 704.6266 - logits_profile_predictions_loss: 659.3432 - logcount_predictions_loss: 1.2614 294/1728 [====>.........................] - ETA: 3:46 - loss: 704.5974 - logits_profile_predictions_loss: 659.3188 - logcount_predictions_loss: 1.2612 295/1728 [====>.........................] - ETA: 3:46 - loss: 704.5698 - logits_profile_predictions_loss: 659.2960 - logcount_predictions_loss: 1.2611 296/1728 [====>.........................] - ETA: 3:45 - loss: 704.5432 - logits_profile_predictions_loss: 659.2742 - logcount_predictions_loss: 1.2610 297/1728 [====>.........................] - ETA: 3:45 - loss: 704.5171 - logits_profile_predictions_loss: 659.2528 - logcount_predictions_loss: 1.2608 298/1728 [====>.........................] - ETA: 3:45 - loss: 704.4913 - logits_profile_predictions_loss: 659.2319 - logcount_predictions_loss: 1.2607 299/1728 [====>.........................] - ETA: 3:45 - loss: 704.4666 - logits_profile_predictions_loss: 659.2123 - logcount_predictions_loss: 1.2606 300/1728 [====>.........................] - ETA: 3:45 - loss: 704.4415 - logits_profile_predictions_loss: 659.1920 - logcount_predictions_loss: 1.2604 301/1728 [====>.........................] - ETA: 3:45 - loss: 704.4169 - logits_profile_predictions_loss: 659.1722 - logcount_predictions_loss: 1.2603 302/1728 [====>.........................] - ETA: 3:45 - loss: 704.3940 - logits_profile_predictions_loss: 659.1543 - logcount_predictions_loss: 1.2602 303/1728 [====>.........................] - ETA: 3:44 - loss: 704.3707 - logits_profile_predictions_loss: 659.1359 - logcount_predictions_loss: 1.2600 304/1728 [====>.........................] - ETA: 3:44 - loss: 704.3476 - logits_profile_predictions_loss: 659.1176 - logcount_predictions_loss: 1.2599 305/1728 [====>.........................] - ETA: 3:44 - loss: 704.3260 - logits_profile_predictions_loss: 659.1005 - logcount_predictions_loss: 1.2598 306/1728 [====>.........................] - ETA: 3:44 - loss: 704.3061 - logits_profile_predictions_loss: 659.0853 - logcount_predictions_loss: 1.2596 307/1728 [====>.........................] - ETA: 3:44 - loss: 704.2867 - logits_profile_predictions_loss: 659.0706 - logcount_predictions_loss: 1.2595 308/1728 [====>.........................] - ETA: 3:44 - loss: 704.2680 - logits_profile_predictions_loss: 659.0564 - logcount_predictions_loss: 1.2594 309/1728 [====>.........................] - ETA: 3:43 - loss: 704.2504 - logits_profile_predictions_loss: 659.0434 - logcount_predictions_loss: 1.2592 310/1728 [====>.........................] - ETA: 3:43 - loss: 704.2333 - logits_profile_predictions_loss: 659.0308 - logcount_predictions_loss: 1.2591 311/1728 [====>.........................] - ETA: 3:43 - loss: 704.2156 - logits_profile_predictions_loss: 659.0177 - logcount_predictions_loss: 1.2590 312/1728 [====>.........................] - ETA: 3:43 - loss: 704.1975 - logits_profile_predictions_loss: 659.0041 - logcount_predictions_loss: 1.2589 313/1728 [====>.........................] - ETA: 3:43 - loss: 704.1799 - logits_profile_predictions_loss: 658.9910 - logcount_predictions_loss: 1.2587 314/1728 [====>.........................] - ETA: 3:43 - loss: 704.1626 - logits_profile_predictions_loss: 658.9783 - logcount_predictions_loss: 1.2586 315/1728 [====>.........................] - ETA: 3:42 - loss: 704.1466 - logits_profile_predictions_loss: 658.9668 - logcount_predictions_loss: 1.2585 316/1728 [====>.........................] - ETA: 3:42 - loss: 704.1296 - logits_profile_predictions_loss: 658.9543 - logcount_predictions_loss: 1.2584 317/1728 [====>.........................] - ETA: 3:42 - loss: 704.1135 - logits_profile_predictions_loss: 658.9426 - logcount_predictions_loss: 1.2582 318/1728 [====>.........................] - ETA: 3:42 - loss: 704.0965 - logits_profile_predictions_loss: 658.9301 - logcount_predictions_loss: 1.2581 319/1728 [====>.........................] - ETA: 3:42 - loss: 704.0790 - logits_profile_predictions_loss: 658.9171 - logcount_predictions_loss: 1.2580 320/1728 [====>.........................] - ETA: 3:42 - loss: 704.0616 - logits_profile_predictions_loss: 658.9043 - logcount_predictions_loss: 1.2579 321/1728 [====>.........................] - ETA: 3:42 - loss: 704.0442 - logits_profile_predictions_loss: 658.8914 - logcount_predictions_loss: 1.2577 322/1728 [====>.........................] - ETA: 3:41 - loss: 704.0265 - logits_profile_predictions_loss: 658.8783 - logcount_predictions_loss: 1.2576 323/1728 [====>.........................] - ETA: 3:41 - loss: 704.0080 - logits_profile_predictions_loss: 658.8645 - logcount_predictions_loss: 1.2575 324/1728 [====>.........................] - ETA: 3:41 - loss: 703.9901 - logits_profile_predictions_loss: 658.8512 - logcount_predictions_loss: 1.2573 325/1728 [====>.........................] - ETA: 3:41 - loss: 703.9729 - logits_profile_predictions_loss: 658.8386 - logcount_predictions_loss: 1.2572 326/1728 [====>.........................] - ETA: 3:41 - loss: 703.9552 - logits_profile_predictions_loss: 658.8255 - logcount_predictions_loss: 1.2571 327/1728 [====>.........................] - ETA: 3:41 - loss: 703.9375 - logits_profile_predictions_loss: 658.8123 - logcount_predictions_loss: 1.2570 328/1728 [====>.........................] - ETA: 3:40 - loss: 703.9198 - logits_profile_predictions_loss: 658.7991 - logcount_predictions_loss: 1.2568 329/1728 [====>.........................] - ETA: 3:40 - loss: 703.9034 - logits_profile_predictions_loss: 658.7870 - logcount_predictions_loss: 1.2567 330/1728 [====>.........................] - ETA: 3:40 - loss: 703.8883 - logits_profile_predictions_loss: 658.7762 - logcount_predictions_loss: 1.2566 331/1728 [====>.........................] - ETA: 3:40 - loss: 703.8731 - logits_profile_predictions_loss: 658.7653 - logcount_predictions_loss: 1.2565 332/1728 [====>.........................] - ETA: 3:40 - loss: 703.8572 - logits_profile_predictions_loss: 658.7535 - logcount_predictions_loss: 1.2564 333/1728 [====>.........................] - ETA: 3:40 - loss: 703.8426 - logits_profile_predictions_loss: 658.7429 - logcount_predictions_loss: 1.2563 334/1728 [====>.........................] - ETA: 3:40 - loss: 703.8268 - logits_profile_predictions_loss: 658.7311 - logcount_predictions_loss: 1.2561 335/1728 [====>.........................] - ETA: 3:39 - loss: 703.8114 - logits_profile_predictions_loss: 658.7195 - logcount_predictions_loss: 1.2560 336/1728 [====>.........................] - ETA: 3:39 - loss: 703.7976 - logits_profile_predictions_loss: 658.7094 - logcount_predictions_loss: 1.2559 337/1728 [====>.........................] - ETA: 3:39 - loss: 703.7847 - logits_profile_predictions_loss: 658.7003 - logcount_predictions_loss: 1.2558 338/1728 [====>.........................] - ETA: 3:39 - loss: 703.7718 - logits_profile_predictions_loss: 658.6911 - logcount_predictions_loss: 1.2557 339/1728 [====>.........................] - ETA: 3:39 - loss: 703.7584 - logits_profile_predictions_loss: 658.6813 - logcount_predictions_loss: 1.2556 340/1728 [====>.........................] - ETA: 3:39 - loss: 703.7459 - logits_profile_predictions_loss: 658.6722 - logcount_predictions_loss: 1.2555 341/1728 [====>.........................] - ETA: 3:38 - loss: 703.7344 - logits_profile_predictions_loss: 658.6643 - logcount_predictions_loss: 1.2554 342/1728 [====>.........................] - ETA: 3:38 - loss: 703.7227 - logits_profile_predictions_loss: 658.6563 - logcount_predictions_loss: 1.2553 343/1728 [====>.........................] - ETA: 3:38 - loss: 703.7107 - logits_profile_predictions_loss: 658.6478 - logcount_predictions_loss: 1.2552 344/1728 [====>.........................] - ETA: 3:38 - loss: 703.6994 - logits_profile_predictions_loss: 658.6399 - logcount_predictions_loss: 1.2551 345/1728 [====>.........................] - ETA: 3:38 - loss: 703.6883 - logits_profile_predictions_loss: 658.6322 - logcount_predictions_loss: 1.2550 346/1728 [=====>........................] - ETA: 3:38 - loss: 703.6774 - logits_profile_predictions_loss: 658.6248 - logcount_predictions_loss: 1.2549 347/1728 [=====>........................] - ETA: 3:38 - loss: 703.6664 - logits_profile_predictions_loss: 658.6171 - logcount_predictions_loss: 1.2549 348/1728 [=====>........................] - ETA: 3:37 - loss: 703.6568 - logits_profile_predictions_loss: 658.6108 - logcount_predictions_loss: 1.2548 349/1728 [=====>........................] - ETA: 3:37 - loss: 703.6480 - logits_profile_predictions_loss: 658.6054 - logcount_predictions_loss: 1.2547 350/1728 [=====>........................] - ETA: 3:37 - loss: 703.6392 - logits_profile_predictions_loss: 658.5998 - logcount_predictions_loss: 1.2546 351/1728 [=====>........................] - ETA: 3:37 - loss: 703.6306 - logits_profile_predictions_loss: 658.5944 - logcount_predictions_loss: 1.2545 352/1728 [=====>........................] - ETA: 3:37 - loss: 703.6220 - logits_profile_predictions_loss: 658.5891 - logcount_predictions_loss: 1.2544 353/1728 [=====>........................] - ETA: 3:37 - loss: 703.6142 - logits_profile_predictions_loss: 658.5845 - logcount_predictions_loss: 1.2543 354/1728 [=====>........................] - ETA: 3:36 - loss: 703.6063 - logits_profile_predictions_loss: 658.5799 - logcount_predictions_loss: 1.2542 355/1728 [=====>........................] - ETA: 3:36 - loss: 703.5987 - logits_profile_predictions_loss: 658.5756 - logcount_predictions_loss: 1.2541 356/1728 [=====>........................] - ETA: 3:36 - loss: 703.5913 - logits_profile_predictions_loss: 658.5714 - logcount_predictions_loss: 1.2540 357/1728 [=====>........................] - ETA: 3:36 - loss: 703.5854 - logits_profile_predictions_loss: 658.5688 - logcount_predictions_loss: 1.2539 358/1728 [=====>........................] - ETA: 3:36 - loss: 703.5789 - logits_profile_predictions_loss: 658.5655 - logcount_predictions_loss: 1.2539 359/1728 [=====>........................] - ETA: 3:36 - loss: 703.5720 - logits_profile_predictions_loss: 658.5619 - logcount_predictions_loss: 1.2538 360/1728 [=====>........................] - ETA: 3:35 - loss: 703.5662 - logits_profile_predictions_loss: 658.5594 - logcount_predictions_loss: 1.2537 361/1728 [=====>........................] - ETA: 3:35 - loss: 703.5597 - logits_profile_predictions_loss: 658.5562 - logcount_predictions_loss: 1.2536 362/1728 [=====>........................] - ETA: 3:35 - loss: 703.5531 - logits_profile_predictions_loss: 658.5530 - logcount_predictions_loss: 1.2535 363/1728 [=====>........................] - ETA: 3:35 - loss: 703.5458 - logits_profile_predictions_loss: 658.5491 - logcount_predictions_loss: 1.2534 364/1728 [=====>........................] - ETA: 3:35 - loss: 703.5391 - logits_profile_predictions_loss: 658.5459 - logcount_predictions_loss: 1.2533 365/1728 [=====>........................] - ETA: 3:35 - loss: 703.5329 - logits_profile_predictions_loss: 658.5431 - logcount_predictions_loss: 1.2532 366/1728 [=====>........................] - ETA: 3:35 - loss: 703.5263 - logits_profile_predictions_loss: 658.5398 - logcount_predictions_loss: 1.2531 367/1728 [=====>........................] - ETA: 3:34 - loss: 703.5194 - logits_profile_predictions_loss: 658.5362 - logcount_predictions_loss: 1.2530 368/1728 [=====>........................] - ETA: 3:34 - loss: 703.5134 - logits_profile_predictions_loss: 658.5335 - logcount_predictions_loss: 1.2529 369/1728 [=====>........................] - ETA: 3:34 - loss: 703.5084 - logits_profile_predictions_loss: 658.5317 - logcount_predictions_loss: 1.2528 370/1728 [=====>........................] - ETA: 3:34 - loss: 703.5041 - logits_profile_predictions_loss: 658.5306 - logcount_predictions_loss: 1.2527 371/1728 [=====>........................] - ETA: 3:34 - loss: 703.4997 - logits_profile_predictions_loss: 658.5294 - logcount_predictions_loss: 1.2527 372/1728 [=====>........................] - ETA: 3:34 - loss: 703.4952 - logits_profile_predictions_loss: 658.5280 - logcount_predictions_loss: 1.2526 373/1728 [=====>........................] - ETA: 3:33 - loss: 703.4904 - logits_profile_predictions_loss: 658.5264 - logcount_predictions_loss: 1.2525 374/1728 [=====>........................] - ETA: 3:33 - loss: 703.4856 - logits_profile_predictions_loss: 658.5248 - logcount_predictions_loss: 1.2524 375/1728 [=====>........................] - ETA: 3:33 - loss: 703.4812 - logits_profile_predictions_loss: 658.5236 - logcount_predictions_loss: 1.2523 376/1728 [=====>........................] - ETA: 3:33 - loss: 703.4777 - logits_profile_predictions_loss: 658.5233 - logcount_predictions_loss: 1.2522 377/1728 [=====>........................] - ETA: 3:33 - loss: 703.4733 - logits_profile_predictions_loss: 658.5223 - logcount_predictions_loss: 1.2521 378/1728 [=====>........................] - ETA: 3:33 - loss: 703.4699 - logits_profile_predictions_loss: 658.5222 - logcount_predictions_loss: 1.2520 379/1728 [=====>........................] - ETA: 3:33 - loss: 703.4666 - logits_profile_predictions_loss: 658.5223 - logcount_predictions_loss: 1.2519 380/1728 [=====>........................] - ETA: 3:32 - loss: 703.4633 - logits_profile_predictions_loss: 658.5223 - logcount_predictions_loss: 1.2518 381/1728 [=====>........................] - ETA: 3:32 - loss: 703.4593 - logits_profile_predictions_loss: 658.5217 - logcount_predictions_loss: 1.2517 382/1728 [=====>........................] - ETA: 3:32 - loss: 703.4544 - logits_profile_predictions_loss: 658.5200 - logcount_predictions_loss: 1.2517 383/1728 [=====>........................] - ETA: 3:32 - loss: 703.4498 - logits_profile_predictions_loss: 658.5186 - logcount_predictions_loss: 1.2516 384/1728 [=====>........................] - ETA: 3:32 - loss: 703.4449 - logits_profile_predictions_loss: 658.5170 - logcount_predictions_loss: 1.2515 385/1728 [=====>........................] - ETA: 3:32 - loss: 703.4407 - logits_profile_predictions_loss: 658.5161 - logcount_predictions_loss: 1.2514 386/1728 [=====>........................] - ETA: 3:31 - loss: 703.4363 - 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logits_profile_predictions_loss: 659.0024 - logcount_predictions_loss: 1.2249 1727/1728 [============================>.] - ETA: 0s - loss: 702.9750 - logits_profile_predictions_loss: 659.0013 - logcount_predictions_loss: 1.2249 1728/1728 [==============================] - ETA: 0s - loss: 702.9737 - logits_profile_predictions_loss: 659.0003 - logcount_predictions_loss: 1.2249 1728/1728 [==============================] - 285s 165ms/step - loss: 702.9723 - logits_profile_predictions_loss: 658.9992 - logcount_predictions_loss: 1.2249 - val_loss: 756.1006 - val_logits_profile_predictions_loss: 710.0298 - val_logcount_predictions_loss: 1.2833 Epoch 00005: val_loss improved from 766.63593 to 756.10059, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/chrombpnet.h5 Epoch 6/50 1/1728 [..............................] - ETA: 6:09 - loss: 711.8782 - logits_profile_predictions_loss: 674.5859 - logcount_predictions_loss: 1.0388 2/1728 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[..............................] - ETA: 4:23 - loss: 680.3035 - logits_profile_predictions_loss: 638.6043 - logcount_predictions_loss: 1.1615 56/1728 [..............................] - ETA: 4:23 - loss: 680.3214 - logits_profile_predictions_loss: 638.6368 - logcount_predictions_loss: 1.1611 57/1728 [..............................] - ETA: 4:23 - loss: 680.2924 - logits_profile_predictions_loss: 638.6216 - logcount_predictions_loss: 1.1607 58/1728 [>.............................] - ETA: 4:23 - loss: 680.2507 - logits_profile_predictions_loss: 638.5944 - logcount_predictions_loss: 1.1603 59/1728 [>.............................] - ETA: 4:23 - loss: 680.2185 - logits_profile_predictions_loss: 638.5759 - logcount_predictions_loss: 1.1600 60/1728 [>.............................] - ETA: 4:22 - loss: 680.2321 - logits_profile_predictions_loss: 638.6044 - logcount_predictions_loss: 1.1595 61/1728 [>.............................] - ETA: 4:22 - loss: 680.2729 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:57 - loss: 684.0369 - logits_profile_predictions_loss: 642.5527 - logcount_predictions_loss: 1.1555 226/1728 [==>...........................] - ETA: 3:57 - loss: 684.0332 - logits_profile_predictions_loss: 642.5467 - logcount_predictions_loss: 1.1556 227/1728 [==>...........................] - ETA: 3:56 - loss: 684.0283 - logits_profile_predictions_loss: 642.5395 - logcount_predictions_loss: 1.1557 228/1728 [==>...........................] - ETA: 3:56 - loss: 684.0229 - logits_profile_predictions_loss: 642.5318 - logcount_predictions_loss: 1.1557 229/1728 [==>...........................] - ETA: 3:56 - loss: 684.0206 - logits_profile_predictions_loss: 642.5272 - logcount_predictions_loss: 1.1558 230/1728 [==>...........................] - ETA: 3:56 - loss: 684.0191 - logits_profile_predictions_loss: 642.5235 - logcount_predictions_loss: 1.1559 231/1728 [===>..........................] - ETA: 3:56 - loss: 684.0191 - 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[===>..........................] - ETA: 3:55 - loss: 684.0368 - logits_profile_predictions_loss: 642.5241 - logcount_predictions_loss: 1.1563 239/1728 [===>..........................] - ETA: 3:55 - loss: 684.0390 - logits_profile_predictions_loss: 642.5243 - logcount_predictions_loss: 1.1564 240/1728 [===>..........................] - ETA: 3:54 - loss: 684.0420 - logits_profile_predictions_loss: 642.5252 - logcount_predictions_loss: 1.1565 241/1728 [===>..........................] - ETA: 3:54 - loss: 684.0438 - logits_profile_predictions_loss: 642.5249 - logcount_predictions_loss: 1.1565 242/1728 [===>..........................] - ETA: 3:54 - loss: 684.0453 - logits_profile_predictions_loss: 642.5242 - logcount_predictions_loss: 1.1566 243/1728 [===>..........................] - ETA: 3:54 - loss: 684.0462 - logits_profile_predictions_loss: 642.5232 - logcount_predictions_loss: 1.1566 244/1728 [===>..........................] - ETA: 3:54 - loss: 684.0480 - 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[===>..........................] - ETA: 3:53 - loss: 684.0183 - logits_profile_predictions_loss: 642.4798 - logcount_predictions_loss: 1.1571 252/1728 [===>..........................] - ETA: 3:53 - loss: 684.0102 - logits_profile_predictions_loss: 642.4699 - logcount_predictions_loss: 1.1571 253/1728 [===>..........................] - ETA: 3:52 - loss: 684.0026 - logits_profile_predictions_loss: 642.4606 - logcount_predictions_loss: 1.1572 254/1728 [===>..........................] - ETA: 3:52 - loss: 683.9951 - logits_profile_predictions_loss: 642.4515 - logcount_predictions_loss: 1.1572 255/1728 [===>..........................] - ETA: 3:52 - loss: 683.9875 - logits_profile_predictions_loss: 642.4423 - logcount_predictions_loss: 1.1572 256/1728 [===>..........................] - ETA: 3:52 - loss: 683.9805 - logits_profile_predictions_loss: 642.4339 - logcount_predictions_loss: 1.1573 257/1728 [===>..........................] - ETA: 3:52 - loss: 683.9739 - 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[..............................] - ETA: 4:32 - loss: 608.6095 - logits_profile_predictions_loss: 573.1598 - logcount_predictions_loss: 0.9875 5/1728 [..............................] - ETA: 4:32 - loss: 614.2504 - logits_profile_predictions_loss: 578.5901 - logcount_predictions_loss: 0.9933 6/1728 [..............................] - ETA: 4:31 - loss: 618.4018 - logits_profile_predictions_loss: 582.1286 - logcount_predictions_loss: 1.0104 7/1728 [..............................] - ETA: 4:31 - loss: 621.3883 - logits_profile_predictions_loss: 584.7445 - logcount_predictions_loss: 1.0207 8/1728 [..............................] - ETA: 4:31 - loss: 624.4196 - logits_profile_predictions_loss: 587.5580 - logcount_predictions_loss: 1.0268 9/1728 [..............................] - ETA: 4:30 - loss: 626.7635 - logits_profile_predictions_loss: 589.7185 - logcount_predictions_loss: 1.0319 10/1728 [..............................] - ETA: 4:30 - loss: 628.1938 - logits_profile_predictions_loss: 591.0580 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[..............................] - ETA: 4:28 - loss: 632.5609 - logits_profile_predictions_loss: 594.9275 - logcount_predictions_loss: 1.0483 25/1728 [..............................] - ETA: 4:28 - loss: 632.7150 - logits_profile_predictions_loss: 595.0619 - logcount_predictions_loss: 1.0488 26/1728 [..............................] - ETA: 4:28 - loss: 632.9447 - logits_profile_predictions_loss: 595.2923 - logcount_predictions_loss: 1.0488 27/1728 [..............................] - ETA: 4:27 - loss: 633.2110 - logits_profile_predictions_loss: 595.5538 - logcount_predictions_loss: 1.0489 28/1728 [..............................] - ETA: 4:27 - loss: 633.3016 - logits_profile_predictions_loss: 595.6382 - logcount_predictions_loss: 1.0491 29/1728 [..............................] - ETA: 4:27 - loss: 633.4040 - logits_profile_predictions_loss: 595.7375 - logcount_predictions_loss: 1.0492 30/1728 [..............................] - ETA: 4:27 - loss: 633.5033 - logits_profile_predictions_loss: 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[============================>.] - ETA: 3s - loss: 650.9525 - logits_profile_predictions_loss: 612.7556 - logcount_predictions_loss: 1.0640 1704/1728 [============================>.] - ETA: 3s - loss: 650.9546 - logits_profile_predictions_loss: 612.7576 - logcount_predictions_loss: 1.0640 1705/1728 [============================>.] - ETA: 3s - loss: 650.9566 - logits_profile_predictions_loss: 612.7595 - logcount_predictions_loss: 1.0640 1706/1728 [============================>.] - ETA: 3s - loss: 650.9586 - logits_profile_predictions_loss: 612.7615 - logcount_predictions_loss: 1.0640 1707/1728 [============================>.] - ETA: 3s - loss: 650.9606 - logits_profile_predictions_loss: 612.7635 - logcount_predictions_loss: 1.0640 1708/1728 [============================>.] - ETA: 3s - loss: 650.9626 - logits_profile_predictions_loss: 612.7655 - logcount_predictions_loss: 1.0640 1709/1728 [============================>.] - ETA: 3s - loss: 650.9647 - logits_profile_predictions_loss: 612.7675 - logcount_predictions_loss: 1.0640 1710/1728 [============================>.] - ETA: 2s - loss: 650.9669 - logits_profile_predictions_loss: 612.7696 - logcount_predictions_loss: 1.0640 1711/1728 [============================>.] - ETA: 2s - loss: 650.9690 - logits_profile_predictions_loss: 612.7717 - logcount_predictions_loss: 1.0640 1712/1728 [============================>.] - ETA: 2s - loss: 650.9711 - logits_profile_predictions_loss: 612.7738 - logcount_predictions_loss: 1.0640 1713/1728 [============================>.] - ETA: 2s - loss: 650.9732 - logits_profile_predictions_loss: 612.7758 - logcount_predictions_loss: 1.0640 1714/1728 [============================>.] - ETA: 2s - loss: 650.9753 - logits_profile_predictions_loss: 612.7779 - logcount_predictions_loss: 1.0640 1715/1728 [============================>.] - ETA: 2s - loss: 650.9773 - logits_profile_predictions_loss: 612.7799 - logcount_predictions_loss: 1.0640 1716/1728 [============================>.] - ETA: 1s - loss: 650.9794 - logits_profile_predictions_loss: 612.7820 - logcount_predictions_loss: 1.0640 1717/1728 [============================>.] - ETA: 1s - loss: 650.9815 - logits_profile_predictions_loss: 612.7840 - logcount_predictions_loss: 1.0640 1718/1728 [============================>.] - ETA: 1s - loss: 650.9836 - logits_profile_predictions_loss: 612.7860 - logcount_predictions_loss: 1.0640 1719/1728 [============================>.] - ETA: 1s - loss: 650.9856 - logits_profile_predictions_loss: 612.7881 - logcount_predictions_loss: 1.0640 1720/1728 [============================>.] - ETA: 1s - loss: 650.9877 - logits_profile_predictions_loss: 612.7901 - logcount_predictions_loss: 1.0640 1721/1728 [============================>.] - ETA: 1s - loss: 650.9898 - logits_profile_predictions_loss: 612.7922 - logcount_predictions_loss: 1.0640 1722/1728 [============================>.] - ETA: 0s - loss: 650.9919 - logits_profile_predictions_loss: 612.7942 - logcount_predictions_loss: 1.0640 1723/1728 [============================>.] - ETA: 0s - loss: 650.9940 - logits_profile_predictions_loss: 612.7963 - logcount_predictions_loss: 1.0640 1724/1728 [============================>.] - ETA: 0s - loss: 650.9961 - logits_profile_predictions_loss: 612.7983 - logcount_predictions_loss: 1.0640 1725/1728 [============================>.] - ETA: 0s - loss: 650.9982 - logits_profile_predictions_loss: 612.8003 - logcount_predictions_loss: 1.0640 1726/1728 [============================>.] - ETA: 0s - loss: 651.0002 - logits_profile_predictions_loss: 612.8023 - logcount_predictions_loss: 1.0640 1727/1728 [============================>.] - ETA: 0s - loss: 651.0022 - logits_profile_predictions_loss: 612.8043 - logcount_predictions_loss: 1.0640 1728/1728 [==============================] - ETA: 0s - loss: 651.0042 - logits_profile_predictions_loss: 612.8062 - logcount_predictions_loss: 1.0640 1728/1728 [==============================] - 285s 165ms/step - loss: 651.0062 - logits_profile_predictions_loss: 612.8082 - logcount_predictions_loss: 1.0640 - val_loss: 752.3867 - val_logits_profile_predictions_loss: 708.8934 - val_logcount_predictions_loss: 1.2115 Epoch 00008: val_loss did not improve from 746.81848 Epoch 9/50 1/1728 [..............................] - ETA: 6:09 - loss: 804.6631 - logits_profile_predictions_loss: 777.1643 - logcount_predictions_loss: 0.7660 2/1728 [..............................] - ETA: 4:28 - loss: 766.4742 - logits_profile_predictions_loss: 735.6320 - logcount_predictions_loss: 0.8591 3/1728 [..............................] - ETA: 4:29 - loss: 730.2439 - logits_profile_predictions_loss: 698.0404 - logcount_predictions_loss: 0.8970 4/1728 [..............................] - ETA: 4:29 - loss: 709.6745 - logits_profile_predictions_loss: 676.6016 - logcount_predictions_loss: 0.9213 5/1728 [..............................] - ETA: 4:30 - loss: 696.9632 - logits_profile_predictions_loss: 663.7948 - logcount_predictions_loss: 0.9239 6/1728 [..............................] - ETA: 4:29 - loss: 687.3079 - logits_profile_predictions_loss: 653.7589 - logcount_predictions_loss: 0.9345 7/1728 [..............................] - ETA: 4:29 - loss: 680.9929 - logits_profile_predictions_loss: 647.1878 - logcount_predictions_loss: 0.9416 8/1728 [..............................] - ETA: 4:29 - loss: 675.1866 - logits_profile_predictions_loss: 641.1757 - logcount_predictions_loss: 0.9474 9/1728 [..............................] - ETA: 4:29 - loss: 672.6138 - logits_profile_predictions_loss: 638.5392 - logcount_predictions_loss: 0.9492 10/1728 [..............................] - ETA: 4:29 - loss: 670.5433 - logits_profile_predictions_loss: 636.3725 - logcount_predictions_loss: 0.9518 11/1728 [..............................] - ETA: 4:29 - loss: 669.1187 - logits_profile_predictions_loss: 634.8817 - logcount_predictions_loss: 0.9537 12/1728 [..............................] - ETA: 4:29 - loss: 667.8698 - logits_profile_predictions_loss: 633.5567 - logcount_predictions_loss: 0.9558 13/1728 [..............................] - ETA: 4:29 - loss: 667.5646 - logits_profile_predictions_loss: 633.1424 - logcount_predictions_loss: 0.9588 14/1728 [..............................] - ETA: 4:29 - loss: 667.1404 - logits_profile_predictions_loss: 632.6406 - logcount_predictions_loss: 0.9610 15/1728 [..............................] - ETA: 4:29 - loss: 666.9792 - logits_profile_predictions_loss: 632.4094 - logcount_predictions_loss: 0.9629 16/1728 [..............................] - ETA: 4:28 - loss: 666.4776 - logits_profile_predictions_loss: 631.8614 - logcount_predictions_loss: 0.9642 17/1728 [..............................] - ETA: 4:28 - loss: 666.0779 - logits_profile_predictions_loss: 631.4046 - logcount_predictions_loss: 0.9658 18/1728 [..............................] - ETA: 4:28 - loss: 665.6343 - logits_profile_predictions_loss: 630.9112 - logcount_predictions_loss: 0.9672 19/1728 [..............................] - ETA: 4:28 - loss: 665.0788 - logits_profile_predictions_loss: 630.3000 - logcount_predictions_loss: 0.9688 20/1728 [..............................] - ETA: 4:28 - loss: 664.4556 - logits_profile_predictions_loss: 629.6132 - logcount_predictions_loss: 0.9705 21/1728 [..............................] - ETA: 4:28 - loss: 663.7920 - logits_profile_predictions_loss: 628.8927 - logcount_predictions_loss: 0.9721 22/1728 [..............................] - ETA: 4:27 - loss: 663.2370 - logits_profile_predictions_loss: 628.2936 - logcount_predictions_loss: 0.9734 23/1728 [..............................] - ETA: 4:27 - loss: 662.4465 - logits_profile_predictions_loss: 627.4591 - logcount_predictions_loss: 0.9746 24/1728 [..............................] - ETA: 4:27 - loss: 661.7961 - logits_profile_predictions_loss: 626.7598 - logcount_predictions_loss: 0.9759 25/1728 [..............................] - ETA: 4:27 - loss: 661.1874 - logits_profile_predictions_loss: 626.1245 - logcount_predictions_loss: 0.9767 26/1728 [..............................] - ETA: 4:27 - loss: 660.7062 - logits_profile_predictions_loss: 625.5914 - logcount_predictions_loss: 0.9781 27/1728 [..............................] - ETA: 4:27 - loss: 660.1822 - logits_profile_predictions_loss: 625.0067 - logcount_predictions_loss: 0.9798 28/1728 [..............................] - ETA: 4:27 - loss: 659.6961 - logits_profile_predictions_loss: 624.4654 - logcount_predictions_loss: 0.9814 29/1728 [..............................] - ETA: 4:26 - loss: 659.3618 - logits_profile_predictions_loss: 624.0808 - logcount_predictions_loss: 0.9828 30/1728 [..............................] - ETA: 4:26 - loss: 659.0529 - logits_profile_predictions_loss: 623.7372 - logcount_predictions_loss: 0.9837 31/1728 [..............................] - ETA: 4:26 - loss: 658.7781 - logits_profile_predictions_loss: 623.4347 - logcount_predictions_loss: 0.9845 32/1728 [..............................] - ETA: 4:26 - loss: 658.4388 - logits_profile_predictions_loss: 623.0799 - logcount_predictions_loss: 0.9849 33/1728 [..............................] - ETA: 4:26 - loss: 658.1696 - logits_profile_predictions_loss: 622.7858 - logcount_predictions_loss: 0.9856 34/1728 [..............................] - ETA: 4:26 - loss: 657.9104 - logits_profile_predictions_loss: 622.5079 - logcount_predictions_loss: 0.9861 35/1728 [..............................] - ETA: 4:26 - loss: 657.7147 - logits_profile_predictions_loss: 622.2902 - logcount_predictions_loss: 0.9868 36/1728 [..............................] - ETA: 4:25 - loss: 657.4770 - logits_profile_predictions_loss: 622.0287 - logcount_predictions_loss: 0.9874 37/1728 [..............................] - ETA: 4:25 - loss: 657.2984 - logits_profile_predictions_loss: 621.8250 - logcount_predictions_loss: 0.9881 38/1728 [..............................] - ETA: 4:25 - loss: 657.2423 - logits_profile_predictions_loss: 621.7492 - logcount_predictions_loss: 0.9887 39/1728 [..............................] - ETA: 4:25 - loss: 657.0958 - logits_profile_predictions_loss: 621.5862 - logcount_predictions_loss: 0.9891 40/1728 [..............................] - ETA: 4:25 - loss: 657.0438 - logits_profile_predictions_loss: 621.5162 - logcount_predictions_loss: 0.9896 41/1728 [..............................] - ETA: 4:25 - loss: 656.9991 - logits_profile_predictions_loss: 621.4562 - logcount_predictions_loss: 0.9901 42/1728 [..............................] - ETA: 4:25 - loss: 657.0071 - logits_profile_predictions_loss: 621.4497 - logcount_predictions_loss: 0.9905 43/1728 [..............................] - ETA: 4:24 - loss: 657.0059 - logits_profile_predictions_loss: 621.4360 - logcount_predictions_loss: 0.9908 44/1728 [..............................] - ETA: 4:24 - loss: 657.0625 - logits_profile_predictions_loss: 621.4779 - logcount_predictions_loss: 0.9912 45/1728 [..............................] - ETA: 4:24 - loss: 657.0552 - logits_profile_predictions_loss: 621.4571 - logcount_predictions_loss: 0.9916 46/1728 [..............................] - ETA: 4:24 - loss: 656.9886 - logits_profile_predictions_loss: 621.3746 - logcount_predictions_loss: 0.9920 47/1728 [..............................] - ETA: 4:24 - loss: 656.9126 - logits_profile_predictions_loss: 621.2860 - logcount_predictions_loss: 0.9924 48/1728 [..............................] - ETA: 4:24 - loss: 656.8034 - logits_profile_predictions_loss: 621.1622 - logcount_predictions_loss: 0.9928 49/1728 [..............................] - ETA: 4:24 - loss: 656.7045 - logits_profile_predictions_loss: 621.0493 - logcount_predictions_loss: 0.9932 50/1728 [..............................] - ETA: 4:23 - loss: 656.6161 - logits_profile_predictions_loss: 620.9461 - logcount_predictions_loss: 0.9936 51/1728 [..............................] - ETA: 4:23 - loss: 656.4649 - logits_profile_predictions_loss: 620.7762 - logcount_predictions_loss: 0.9941 52/1728 [..............................] - ETA: 4:23 - loss: 656.3178 - logits_profile_predictions_loss: 620.6132 - logcount_predictions_loss: 0.9946 53/1728 [..............................] - ETA: 4:23 - loss: 656.2180 - logits_profile_predictions_loss: 620.4980 - logcount_predictions_loss: 0.9950 54/1728 [..............................] - ETA: 4:23 - loss: 656.1290 - logits_profile_predictions_loss: 620.3924 - logcount_predictions_loss: 0.9954 55/1728 [..............................] - ETA: 4:23 - loss: 655.9999 - logits_profile_predictions_loss: 620.2443 - logcount_predictions_loss: 0.9960 56/1728 [..............................] - ETA: 4:23 - loss: 655.8737 - logits_profile_predictions_loss: 620.1016 - logcount_predictions_loss: 0.9964 57/1728 [..............................] - ETA: 4:22 - loss: 655.7122 - logits_profile_predictions_loss: 619.9247 - logcount_predictions_loss: 0.9969 58/1728 [>.............................] - ETA: 4:22 - loss: 655.5877 - logits_profile_predictions_loss: 619.7847 - logcount_predictions_loss: 0.9973 59/1728 [>.............................] - ETA: 4:22 - loss: 655.4532 - logits_profile_predictions_loss: 619.6364 - logcount_predictions_loss: 0.9977 60/1728 [>.............................] - ETA: 4:22 - loss: 655.2892 - logits_profile_predictions_loss: 619.4597 - logcount_predictions_loss: 0.9980 61/1728 [>.............................] - ETA: 4:22 - loss: 655.0965 - logits_profile_predictions_loss: 619.2552 - logcount_predictions_loss: 0.9984 62/1728 [>.............................] - ETA: 4:22 - loss: 654.8748 - logits_profile_predictions_loss: 619.0234 - logcount_predictions_loss: 0.9986 63/1728 [>.............................] - ETA: 4:21 - loss: 654.6318 - logits_profile_predictions_loss: 618.7715 - logcount_predictions_loss: 0.9989 64/1728 [>.............................] - ETA: 4:21 - loss: 654.3953 - logits_profile_predictions_loss: 618.5258 - logcount_predictions_loss: 0.9992 65/1728 [>.............................] - ETA: 4:21 - loss: 654.1911 - logits_profile_predictions_loss: 618.3122 - logcount_predictions_loss: 0.9994 66/1728 [>.............................] - ETA: 4:21 - loss: 653.9917 - logits_profile_predictions_loss: 618.1028 - logcount_predictions_loss: 0.9997 67/1728 [>.............................] - ETA: 4:21 - loss: 653.8107 - logits_profile_predictions_loss: 617.9126 - logcount_predictions_loss: 0.9999 68/1728 [>.............................] - ETA: 4:21 - loss: 653.6611 - logits_profile_predictions_loss: 617.7557 - logcount_predictions_loss: 1.0002 69/1728 [>.............................] - ETA: 4:21 - loss: 653.4866 - logits_profile_predictions_loss: 617.5751 - logcount_predictions_loss: 1.0003 70/1728 [>.............................] - ETA: 4:20 - loss: 653.3086 - logits_profile_predictions_loss: 617.3922 - logcount_predictions_loss: 1.0005 71/1728 [>.............................] - ETA: 4:20 - loss: 653.1343 - logits_profile_predictions_loss: 617.2137 - logcount_predictions_loss: 1.0006 72/1728 [>.............................] - ETA: 4:20 - loss: 652.9607 - logits_profile_predictions_loss: 617.0352 - logcount_predictions_loss: 1.0007 73/1728 [>.............................] - ETA: 4:20 - loss: 652.7885 - logits_profile_predictions_loss: 616.8592 - logcount_predictions_loss: 1.0008 74/1728 [>.............................] - ETA: 4:20 - loss: 652.6159 - logits_profile_predictions_loss: 616.6829 - logcount_predictions_loss: 1.0009 75/1728 [>.............................] - ETA: 4:20 - loss: 652.4345 - logits_profile_predictions_loss: 616.4987 - logcount_predictions_loss: 1.0010 76/1728 [>.............................] - ETA: 4:20 - loss: 652.2492 - logits_profile_predictions_loss: 616.3098 - logcount_predictions_loss: 1.0011 77/1728 [>.............................] - ETA: 4:19 - loss: 652.0689 - logits_profile_predictions_loss: 616.1260 - logcount_predictions_loss: 1.0012 78/1728 [>.............................] - ETA: 4:19 - loss: 651.8900 - logits_profile_predictions_loss: 615.9431 - logcount_predictions_loss: 1.0013 79/1728 [>.............................] - ETA: 4:19 - loss: 651.7151 - logits_profile_predictions_loss: 615.7650 - logcount_predictions_loss: 1.0014 80/1728 [>.............................] - ETA: 4:19 - loss: 651.5425 - logits_profile_predictions_loss: 615.5884 - logcount_predictions_loss: 1.0015 81/1728 [>.............................] - ETA: 4:19 - loss: 651.3845 - logits_profile_predictions_loss: 615.4257 - logcount_predictions_loss: 1.0016 82/1728 [>.............................] - ETA: 4:19 - loss: 651.2575 - logits_profile_predictions_loss: 615.2944 - logcount_predictions_loss: 1.0018 83/1728 [>.............................] - ETA: 4:18 - loss: 651.1219 - logits_profile_predictions_loss: 615.1546 - logcount_predictions_loss: 1.0019 84/1728 [>.............................] - ETA: 4:18 - loss: 650.9864 - logits_profile_predictions_loss: 615.0140 - logcount_predictions_loss: 1.0020 85/1728 [>.............................] - ETA: 4:18 - loss: 650.8569 - logits_profile_predictions_loss: 614.8796 - logcount_predictions_loss: 1.0022 86/1728 [>.............................] - ETA: 4:18 - loss: 650.7429 - logits_profile_predictions_loss: 614.7602 - logcount_predictions_loss: 1.0023 87/1728 [>.............................] - ETA: 4:18 - loss: 650.6279 - logits_profile_predictions_loss: 614.6404 - logcount_predictions_loss: 1.0024 88/1728 [>.............................] - ETA: 4:18 - loss: 650.5215 - logits_profile_predictions_loss: 614.5298 - logcount_predictions_loss: 1.0026 89/1728 [>.............................] - ETA: 4:18 - loss: 650.4260 - logits_profile_predictions_loss: 614.4303 - logcount_predictions_loss: 1.0027 90/1728 [>.............................] - ETA: 4:17 - loss: 650.3230 - logits_profile_predictions_loss: 614.3242 - logcount_predictions_loss: 1.0027 91/1728 [>.............................] - ETA: 4:17 - loss: 650.2249 - logits_profile_predictions_loss: 614.2219 - logcount_predictions_loss: 1.0029 92/1728 [>.............................] - ETA: 4:17 - loss: 650.1260 - logits_profile_predictions_loss: 614.1198 - logcount_predictions_loss: 1.0030 93/1728 [>.............................] - ETA: 4:17 - loss: 650.0370 - logits_profile_predictions_loss: 614.0279 - logcount_predictions_loss: 1.0030 94/1728 [>.............................] - ETA: 4:17 - loss: 649.9628 - logits_profile_predictions_loss: 613.9513 - logcount_predictions_loss: 1.0031 95/1728 [>.............................] - ETA: 4:17 - loss: 649.8862 - logits_profile_predictions_loss: 613.8732 - logcount_predictions_loss: 1.0031 96/1728 [>.............................] - ETA: 4:17 - loss: 649.8091 - logits_profile_predictions_loss: 613.7954 - logcount_predictions_loss: 1.0032 97/1728 [>.............................] - ETA: 4:16 - loss: 649.7389 - logits_profile_predictions_loss: 613.7248 - logcount_predictions_loss: 1.0032 98/1728 [>.............................] - ETA: 4:16 - loss: 649.6779 - 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[===>..........................] - ETA: 3:53 - loss: 641.6963 - logits_profile_predictions_loss: 605.6513 - logcount_predictions_loss: 1.0040 249/1728 [===>..........................] - ETA: 3:53 - loss: 641.6742 - logits_profile_predictions_loss: 605.6282 - logcount_predictions_loss: 1.0041 250/1728 [===>..........................] - ETA: 3:53 - loss: 641.6510 - logits_profile_predictions_loss: 605.6043 - logcount_predictions_loss: 1.0041 251/1728 [===>..........................] - ETA: 3:53 - loss: 641.6287 - logits_profile_predictions_loss: 605.5812 - logcount_predictions_loss: 1.0041 252/1728 [===>..........................] - ETA: 3:52 - loss: 641.6063 - logits_profile_predictions_loss: 605.5579 - logcount_predictions_loss: 1.0041 253/1728 [===>..........................] - ETA: 3:52 - loss: 641.5832 - logits_profile_predictions_loss: 605.5340 - logcount_predictions_loss: 1.0042 254/1728 [===>..........................] - ETA: 3:52 - loss: 641.5593 - logits_profile_predictions_loss: 605.5094 - logcount_predictions_loss: 1.0042 255/1728 [===>..........................] - ETA: 3:52 - loss: 641.5330 - logits_profile_predictions_loss: 605.4826 - logcount_predictions_loss: 1.0042 256/1728 [===>..........................] - ETA: 3:52 - loss: 641.5054 - logits_profile_predictions_loss: 605.4545 - logcount_predictions_loss: 1.0042 257/1728 [===>..........................] - ETA: 3:52 - loss: 641.4779 - logits_profile_predictions_loss: 605.4265 - logcount_predictions_loss: 1.0042 258/1728 [===>..........................] - ETA: 3:51 - loss: 641.4488 - logits_profile_predictions_loss: 605.3967 - logcount_predictions_loss: 1.0042 259/1728 [===>..........................] - ETA: 3:51 - loss: 641.4210 - logits_profile_predictions_loss: 605.3682 - logcount_predictions_loss: 1.0043 260/1728 [===>..........................] - ETA: 3:51 - loss: 641.3950 - logits_profile_predictions_loss: 605.3414 - logcount_predictions_loss: 1.0043 261/1728 [===>..........................] - ETA: 3:51 - loss: 641.3681 - logits_profile_predictions_loss: 605.3135 - logcount_predictions_loss: 1.0043 262/1728 [===>..........................] - ETA: 3:51 - loss: 641.3403 - logits_profile_predictions_loss: 605.2848 - logcount_predictions_loss: 1.0043 263/1728 [===>..........................] - ETA: 3:51 - loss: 641.3122 - logits_profile_predictions_loss: 605.2558 - logcount_predictions_loss: 1.0044 264/1728 [===>..........................] - ETA: 3:51 - loss: 641.2833 - logits_profile_predictions_loss: 605.2260 - logcount_predictions_loss: 1.0044 265/1728 [===>..........................] - ETA: 3:50 - loss: 641.2550 - logits_profile_predictions_loss: 605.1967 - logcount_predictions_loss: 1.0044 266/1728 [===>..........................] - ETA: 3:50 - loss: 641.2266 - logits_profile_predictions_loss: 605.1673 - logcount_predictions_loss: 1.0044 267/1728 [===>..........................] - ETA: 3:50 - loss: 641.1995 - logits_profile_predictions_loss: 605.1391 - logcount_predictions_loss: 1.0045 268/1728 [===>..........................] - ETA: 3:50 - loss: 641.1741 - logits_profile_predictions_loss: 605.1126 - logcount_predictions_loss: 1.0045 269/1728 [===>..........................] - ETA: 3:50 - loss: 641.1474 - logits_profile_predictions_loss: 605.0847 - logcount_predictions_loss: 1.0045 270/1728 [===>..........................] - ETA: 3:50 - loss: 641.1219 - logits_profile_predictions_loss: 605.0582 - logcount_predictions_loss: 1.0046 271/1728 [===>..........................] - ETA: 3:49 - loss: 641.0953 - logits_profile_predictions_loss: 605.0307 - logcount_predictions_loss: 1.0046 272/1728 [===>..........................] - ETA: 3:49 - loss: 641.0696 - logits_profile_predictions_loss: 605.0040 - logcount_predictions_loss: 1.0046 273/1728 [===>..........................] - ETA: 3:49 - loss: 641.0450 - logits_profile_predictions_loss: 604.9785 - logcount_predictions_loss: 1.0046 274/1728 [===>..........................] - ETA: 3:49 - loss: 641.0210 - logits_profile_predictions_loss: 604.9538 - logcount_predictions_loss: 1.0047 275/1728 [===>..........................] - ETA: 3:49 - loss: 640.9983 - logits_profile_predictions_loss: 604.9303 - logcount_predictions_loss: 1.0047 276/1728 [===>..........................] - ETA: 3:49 - loss: 640.9750 - logits_profile_predictions_loss: 604.9062 - logcount_predictions_loss: 1.0047 277/1728 [===>..........................] - ETA: 3:49 - loss: 640.9529 - logits_profile_predictions_loss: 604.8833 - logcount_predictions_loss: 1.0047 278/1728 [===>..........................] - ETA: 3:48 - loss: 640.9315 - logits_profile_predictions_loss: 604.8608 - logcount_predictions_loss: 1.0048 279/1728 [===>..........................] - ETA: 3:48 - loss: 640.9105 - logits_profile_predictions_loss: 604.8387 - logcount_predictions_loss: 1.0048 280/1728 [===>..........................] - ETA: 3:48 - loss: 640.8888 - logits_profile_predictions_loss: 604.8157 - logcount_predictions_loss: 1.0048 281/1728 [===>..........................] - ETA: 3:48 - loss: 640.8689 - logits_profile_predictions_loss: 604.7944 - logcount_predictions_loss: 1.0049 282/1728 [===>..........................] - ETA: 3:48 - loss: 640.8492 - logits_profile_predictions_loss: 604.7731 - logcount_predictions_loss: 1.0049 283/1728 [===>..........................] - ETA: 3:48 - loss: 640.8290 - logits_profile_predictions_loss: 604.7515 - logcount_predictions_loss: 1.0049 284/1728 [===>..........................] - ETA: 3:47 - loss: 640.8094 - logits_profile_predictions_loss: 604.7305 - logcount_predictions_loss: 1.0050 285/1728 [===>..........................] - ETA: 3:47 - loss: 640.7908 - logits_profile_predictions_loss: 604.7107 - logcount_predictions_loss: 1.0050 286/1728 [===>..........................] - ETA: 3:47 - loss: 640.7711 - logits_profile_predictions_loss: 604.6896 - logcount_predictions_loss: 1.0051 287/1728 [===>..........................] - ETA: 3:47 - loss: 640.7513 - logits_profile_predictions_loss: 604.6686 - logcount_predictions_loss: 1.0051 288/1728 [====>.........................] - ETA: 3:47 - loss: 640.7320 - logits_profile_predictions_loss: 604.6480 - logcount_predictions_loss: 1.0051 289/1728 [====>.........................] - ETA: 3:47 - loss: 640.7138 - logits_profile_predictions_loss: 604.6285 - logcount_predictions_loss: 1.0052 290/1728 [====>.........................] - ETA: 3:46 - loss: 640.6965 - logits_profile_predictions_loss: 604.6101 - logcount_predictions_loss: 1.0052 291/1728 [====>.........................] - ETA: 3:46 - loss: 640.6785 - logits_profile_predictions_loss: 604.5909 - logcount_predictions_loss: 1.0052 292/1728 [====>.........................] - ETA: 3:46 - loss: 640.6597 - logits_profile_predictions_loss: 604.5709 - logcount_predictions_loss: 1.0053 293/1728 [====>.........................] - ETA: 3:46 - loss: 640.6416 - logits_profile_predictions_loss: 604.5516 - logcount_predictions_loss: 1.0053 294/1728 [====>.........................] - ETA: 3:46 - loss: 640.6240 - logits_profile_predictions_loss: 604.5329 - logcount_predictions_loss: 1.0053 295/1728 [====>.........................] - ETA: 3:46 - loss: 640.6070 - logits_profile_predictions_loss: 604.5150 - logcount_predictions_loss: 1.0054 296/1728 [====>.........................] - ETA: 3:46 - loss: 640.5911 - logits_profile_predictions_loss: 604.4981 - logcount_predictions_loss: 1.0054 297/1728 [====>.........................] - ETA: 3:45 - loss: 640.5755 - logits_profile_predictions_loss: 604.4815 - logcount_predictions_loss: 1.0054 298/1728 [====>.........................] - ETA: 3:45 - loss: 640.5597 - logits_profile_predictions_loss: 604.4649 - logcount_predictions_loss: 1.0054 299/1728 [====>.........................] - ETA: 3:45 - loss: 640.5439 - logits_profile_predictions_loss: 604.4482 - logcount_predictions_loss: 1.0055 300/1728 [====>.........................] - ETA: 3:45 - loss: 640.5282 - logits_profile_predictions_loss: 604.4317 - logcount_predictions_loss: 1.0055 301/1728 [====>.........................] - ETA: 3:45 - loss: 640.5131 - logits_profile_predictions_loss: 604.4158 - logcount_predictions_loss: 1.0055 302/1728 [====>.........................] - ETA: 3:45 - loss: 640.4974 - logits_profile_predictions_loss: 604.3992 - logcount_predictions_loss: 1.0055 303/1728 [====>.........................] - ETA: 3:44 - loss: 640.4812 - logits_profile_predictions_loss: 604.3823 - logcount_predictions_loss: 1.0055 304/1728 [====>.........................] - ETA: 3:44 - loss: 640.4654 - logits_profile_predictions_loss: 604.3658 - logcount_predictions_loss: 1.0056 305/1728 [====>.........................] - ETA: 3:44 - loss: 640.4485 - logits_profile_predictions_loss: 604.3481 - logcount_predictions_loss: 1.0056 306/1728 [====>.........................] - ETA: 3:44 - loss: 640.4308 - 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[====>.........................] - ETA: 3:43 - loss: 640.3209 - logits_profile_predictions_loss: 604.2137 - logcount_predictions_loss: 1.0058 314/1728 [====>.........................] - ETA: 3:43 - loss: 640.3067 - logits_profile_predictions_loss: 604.1984 - logcount_predictions_loss: 1.0058 315/1728 [====>.........................] - ETA: 3:43 - loss: 640.2927 - logits_profile_predictions_loss: 604.1836 - logcount_predictions_loss: 1.0058 316/1728 [====>.........................] - ETA: 3:42 - loss: 640.2791 - logits_profile_predictions_loss: 604.1692 - logcount_predictions_loss: 1.0058 317/1728 [====>.........................] - ETA: 3:42 - loss: 640.2665 - logits_profile_predictions_loss: 604.1559 - logcount_predictions_loss: 1.0059 318/1728 [====>.........................] - ETA: 3:42 - loss: 640.2537 - logits_profile_predictions_loss: 604.1423 - logcount_predictions_loss: 1.0059 319/1728 [====>.........................] - ETA: 3:42 - loss: 640.2410 - logits_profile_predictions_loss: 604.1289 - logcount_predictions_loss: 1.0059 320/1728 [====>.........................] - ETA: 3:42 - loss: 640.2288 - logits_profile_predictions_loss: 604.1159 - logcount_predictions_loss: 1.0059 321/1728 [====>.........................] - ETA: 3:42 - loss: 640.2168 - logits_profile_predictions_loss: 604.1031 - logcount_predictions_loss: 1.0060 322/1728 [====>.........................] - ETA: 3:41 - loss: 640.2060 - logits_profile_predictions_loss: 604.0915 - logcount_predictions_loss: 1.0060 323/1728 [====>.........................] - ETA: 3:41 - loss: 640.1952 - logits_profile_predictions_loss: 604.0798 - logcount_predictions_loss: 1.0060 324/1728 [====>.........................] - ETA: 3:41 - loss: 640.1846 - logits_profile_predictions_loss: 604.0684 - logcount_predictions_loss: 1.0060 325/1728 [====>.........................] - ETA: 3:41 - loss: 640.1745 - logits_profile_predictions_loss: 604.0576 - logcount_predictions_loss: 1.0060 326/1728 [====>.........................] - ETA: 3:41 - loss: 640.1647 - logits_profile_predictions_loss: 604.0469 - logcount_predictions_loss: 1.0061 327/1728 [====>.........................] - ETA: 3:41 - loss: 640.1539 - logits_profile_predictions_loss: 604.0353 - logcount_predictions_loss: 1.0061 328/1728 [====>.........................] - ETA: 3:41 - loss: 640.1431 - logits_profile_predictions_loss: 604.0238 - logcount_predictions_loss: 1.0061 329/1728 [====>.........................] - ETA: 3:40 - loss: 640.1320 - logits_profile_predictions_loss: 604.0121 - logcount_predictions_loss: 1.0061 330/1728 [====>.........................] - ETA: 3:40 - loss: 640.1205 - logits_profile_predictions_loss: 604.0001 - logcount_predictions_loss: 1.0061 331/1728 [====>.........................] - ETA: 3:40 - loss: 640.1102 - logits_profile_predictions_loss: 603.9892 - logcount_predictions_loss: 1.0062 332/1728 [====>.........................] - ETA: 3:40 - loss: 640.0994 - logits_profile_predictions_loss: 603.9778 - logcount_predictions_loss: 1.0062 333/1728 [====>.........................] - ETA: 3:40 - loss: 640.0891 - logits_profile_predictions_loss: 603.9669 - logcount_predictions_loss: 1.0062 334/1728 [====>.........................] - ETA: 3:40 - loss: 640.0789 - logits_profile_predictions_loss: 603.9559 - logcount_predictions_loss: 1.0062 335/1728 [====>.........................] - ETA: 3:39 - loss: 640.0676 - logits_profile_predictions_loss: 603.9437 - logcount_predictions_loss: 1.0062 336/1728 [====>.........................] - ETA: 3:39 - loss: 640.0574 - logits_profile_predictions_loss: 603.9328 - logcount_predictions_loss: 1.0063 337/1728 [====>.........................] - ETA: 3:39 - loss: 640.0468 - logits_profile_predictions_loss: 603.9212 - logcount_predictions_loss: 1.0063 338/1728 [====>.........................] - ETA: 3:39 - loss: 640.0362 - logits_profile_predictions_loss: 603.9098 - logcount_predictions_loss: 1.0063 339/1728 [====>.........................] - ETA: 3:39 - loss: 640.0275 - logits_profile_predictions_loss: 603.9001 - logcount_predictions_loss: 1.0063 340/1728 [====>.........................] - ETA: 3:39 - loss: 640.0186 - logits_profile_predictions_loss: 603.8903 - logcount_predictions_loss: 1.0064 341/1728 [====>.........................] - ETA: 3:39 - loss: 640.0092 - logits_profile_predictions_loss: 603.8798 - logcount_predictions_loss: 1.0064 342/1728 [====>.........................] - ETA: 3:38 - loss: 639.9995 - logits_profile_predictions_loss: 603.8689 - logcount_predictions_loss: 1.0064 343/1728 [====>.........................] - ETA: 3:38 - loss: 639.9884 - logits_profile_predictions_loss: 603.8567 - logcount_predictions_loss: 1.0065 344/1728 [====>.........................] - ETA: 3:38 - loss: 639.9780 - logits_profile_predictions_loss: 603.8451 - logcount_predictions_loss: 1.0065 345/1728 [====>.........................] - ETA: 3:38 - loss: 639.9679 - logits_profile_predictions_loss: 603.8339 - logcount_predictions_loss: 1.0065 346/1728 [=====>........................] - ETA: 3:38 - loss: 639.9584 - logits_profile_predictions_loss: 603.8232 - logcount_predictions_loss: 1.0066 347/1728 [=====>........................] - ETA: 3:38 - loss: 639.9489 - logits_profile_predictions_loss: 603.8125 - logcount_predictions_loss: 1.0066 348/1728 [=====>........................] - ETA: 3:37 - loss: 639.9400 - logits_profile_predictions_loss: 603.8025 - logcount_predictions_loss: 1.0066 349/1728 [=====>........................] - ETA: 3:37 - loss: 639.9312 - logits_profile_predictions_loss: 603.7925 - logcount_predictions_loss: 1.0066 350/1728 [=====>........................] - ETA: 3:37 - loss: 639.9230 - logits_profile_predictions_loss: 603.7830 - logcount_predictions_loss: 1.0067 351/1728 [=====>........................] - ETA: 3:37 - loss: 639.9143 - logits_profile_predictions_loss: 603.7731 - logcount_predictions_loss: 1.0067 352/1728 [=====>........................] - ETA: 3:37 - loss: 639.9059 - logits_profile_predictions_loss: 603.7635 - logcount_predictions_loss: 1.0068 353/1728 [=====>........................] - ETA: 3:37 - loss: 639.8974 - logits_profile_predictions_loss: 603.7538 - logcount_predictions_loss: 1.0068 354/1728 [=====>........................] - ETA: 3:36 - loss: 639.8902 - logits_profile_predictions_loss: 603.7454 - logcount_predictions_loss: 1.0068 355/1728 [=====>........................] - ETA: 3:36 - loss: 639.8819 - logits_profile_predictions_loss: 603.7359 - logcount_predictions_loss: 1.0069 356/1728 [=====>........................] - ETA: 3:36 - loss: 639.8726 - logits_profile_predictions_loss: 603.7254 - logcount_predictions_loss: 1.0069 357/1728 [=====>........................] - ETA: 3:36 - loss: 639.8636 - logits_profile_predictions_loss: 603.7152 - logcount_predictions_loss: 1.0069 358/1728 [=====>........................] - ETA: 3:36 - loss: 639.8539 - logits_profile_predictions_loss: 603.7043 - logcount_predictions_loss: 1.0070 359/1728 [=====>........................] - ETA: 3:36 - loss: 639.8444 - logits_profile_predictions_loss: 603.6937 - logcount_predictions_loss: 1.0070 360/1728 [=====>........................] - ETA: 3:36 - loss: 639.8344 - logits_profile_predictions_loss: 603.6825 - logcount_predictions_loss: 1.0070 361/1728 [=====>........................] - ETA: 3:35 - loss: 639.8248 - logits_profile_predictions_loss: 603.6718 - logcount_predictions_loss: 1.0070 362/1728 [=====>........................] - ETA: 3:35 - loss: 639.8169 - logits_profile_predictions_loss: 603.6628 - logcount_predictions_loss: 1.0071 363/1728 [=====>........................] - ETA: 3:35 - loss: 639.8084 - logits_profile_predictions_loss: 603.6532 - logcount_predictions_loss: 1.0071 364/1728 [=====>........................] - ETA: 3:35 - loss: 639.7995 - logits_profile_predictions_loss: 603.6433 - logcount_predictions_loss: 1.0071 365/1728 [=====>........................] - ETA: 3:35 - loss: 639.7905 - logits_profile_predictions_loss: 603.6333 - logcount_predictions_loss: 1.0072 366/1728 [=====>........................] - ETA: 3:35 - loss: 639.7815 - logits_profile_predictions_loss: 603.6234 - logcount_predictions_loss: 1.0072 367/1728 [=====>........................] - ETA: 3:34 - loss: 639.7718 - logits_profile_predictions_loss: 603.6128 - logcount_predictions_loss: 1.0072 368/1728 [=====>........................] - ETA: 3:34 - loss: 639.7627 - logits_profile_predictions_loss: 603.6027 - logcount_predictions_loss: 1.0072 369/1728 [=====>........................] - ETA: 3:34 - loss: 639.7538 - logits_profile_predictions_loss: 603.5930 - logcount_predictions_loss: 1.0073 370/1728 [=====>........................] - ETA: 3:34 - loss: 639.7443 - logits_profile_predictions_loss: 603.5825 - logcount_predictions_loss: 1.0073 371/1728 [=====>........................] - ETA: 3:34 - loss: 639.7348 - 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[===========================>..] - ETA: 9s - loss: 641.4192 - logits_profile_predictions_loss: 605.0713 - logcount_predictions_loss: 1.0125  1666/1728 [===========================>..] - ETA: 9s - loss: 641.4204 - logits_profile_predictions_loss: 605.0725 - logcount_predictions_loss: 1.0125 1667/1728 [===========================>..] - ETA: 9s - loss: 641.4216 - logits_profile_predictions_loss: 605.0736 - logcount_predictions_loss: 1.0125 1668/1728 [===========================>..] - ETA: 9s - loss: 641.4228 - logits_profile_predictions_loss: 605.0746 - logcount_predictions_loss: 1.0125 1669/1728 [===========================>..] - ETA: 9s - loss: 641.4240 - logits_profile_predictions_loss: 605.0757 - logcount_predictions_loss: 1.0125 1670/1728 [===========================>..] - ETA: 9s - loss: 641.4251 - logits_profile_predictions_loss: 605.0768 - logcount_predictions_loss: 1.0125 1671/1728 [============================>.] - ETA: 9s - loss: 641.4262 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 641.4540 - logits_profile_predictions_loss: 605.1039 - logcount_predictions_loss: 1.0125 1699/1728 [============================>.] - ETA: 4s - loss: 641.4550 - logits_profile_predictions_loss: 605.1048 - logcount_predictions_loss: 1.0125 1700/1728 [============================>.] - ETA: 4s - loss: 641.4559 - logits_profile_predictions_loss: 605.1056 - logcount_predictions_loss: 1.0125 1701/1728 [============================>.] - ETA: 4s - loss: 641.4569 - logits_profile_predictions_loss: 605.1065 - logcount_predictions_loss: 1.0125 1702/1728 [============================>.] - ETA: 4s - loss: 641.4579 - logits_profile_predictions_loss: 605.1074 - logcount_predictions_loss: 1.0125 1703/1728 [============================>.] - ETA: 3s - loss: 641.4588 - logits_profile_predictions_loss: 605.1084 - logcount_predictions_loss: 1.0125 1704/1728 [============================>.] - ETA: 3s - loss: 641.4598 - logits_profile_predictions_loss: 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1718/1728 [============================>.] - ETA: 1s - loss: 641.4721 - logits_profile_predictions_loss: 605.1209 - logcount_predictions_loss: 1.0126 1719/1728 [============================>.] - ETA: 1s - loss: 641.4730 - logits_profile_predictions_loss: 605.1216 - logcount_predictions_loss: 1.0126 1720/1728 [============================>.] - ETA: 1s - loss: 641.4738 - logits_profile_predictions_loss: 605.1224 - logcount_predictions_loss: 1.0126 1721/1728 [============================>.] - ETA: 1s - loss: 641.4746 - logits_profile_predictions_loss: 605.1232 - logcount_predictions_loss: 1.0126 1722/1728 [============================>.] - ETA: 0s - loss: 641.4754 - logits_profile_predictions_loss: 605.1239 - logcount_predictions_loss: 1.0126 1723/1728 [============================>.] - ETA: 0s - loss: 641.4762 - logits_profile_predictions_loss: 605.1247 - logcount_predictions_loss: 1.0126 1724/1728 [============================>.] - ETA: 0s - loss: 641.4770 - logits_profile_predictions_loss: 605.1254 - logcount_predictions_loss: 1.0126 1725/1728 [============================>.] - ETA: 0s - loss: 641.4778 - logits_profile_predictions_loss: 605.1262 - logcount_predictions_loss: 1.0126 1726/1728 [============================>.] - ETA: 0s - loss: 641.4786 - logits_profile_predictions_loss: 605.1270 - logcount_predictions_loss: 1.0126 1727/1728 [============================>.] - ETA: 0s - loss: 641.4794 - logits_profile_predictions_loss: 605.1277 - logcount_predictions_loss: 1.0126 1728/1728 [==============================] - ETA: 0s - loss: 641.4802 - logits_profile_predictions_loss: 605.1285 - logcount_predictions_loss: 1.0126 1728/1728 [==============================] - 285s 165ms/step - loss: 641.4810 - logits_profile_predictions_loss: 605.1292 - logcount_predictions_loss: 1.0126 - val_loss: 749.6596 - val_logits_profile_predictions_loss: 707.9806 - val_logcount_predictions_loss: 1.1610 Epoch 00009: val_loss did not improve from 746.81848 Epoch 10/50 1/1728 [..............................] - ETA: 6:46 - loss: 612.0338 - logits_profile_predictions_loss: 563.8882 - logcount_predictions_loss: 1.3411 2/1728 [..............................] - ETA: 4:38 - loss: 643.0980 - logits_profile_predictions_loss: 598.4070 - logcount_predictions_loss: 1.2449 3/1728 [..............................] - ETA: 4:34 - loss: 650.6612 - logits_profile_predictions_loss: 608.7572 - logcount_predictions_loss: 1.1672 4/1728 [..............................] - ETA: 4:32 - loss: 652.6537 - logits_profile_predictions_loss: 612.9405 - logcount_predictions_loss: 1.1062 5/1728 [..............................] - ETA: 4:32 - loss: 655.0878 - logits_profile_predictions_loss: 616.3116 - logcount_predictions_loss: 1.0801 6/1728 [..............................] - ETA: 4:31 - loss: 658.1487 - logits_profile_predictions_loss: 619.8769 - logcount_predictions_loss: 1.0661 7/1728 [..............................] - ETA: 4:30 - loss: 660.4490 - logits_profile_predictions_loss: 622.5334 - logcount_predictions_loss: 1.0561 8/1728 [..............................] - ETA: 4:30 - loss: 661.6871 - logits_profile_predictions_loss: 623.9941 - logcount_predictions_loss: 1.0499 9/1728 [..............................] - ETA: 4:30 - loss: 661.4893 - logits_profile_predictions_loss: 624.0370 - logcount_predictions_loss: 1.0432 10/1728 [..............................] - ETA: 4:29 - loss: 662.0595 - logits_profile_predictions_loss: 624.7090 - logcount_predictions_loss: 1.0404 11/1728 [..............................] - ETA: 4:29 - loss: 661.0139 - logits_profile_predictions_loss: 623.8588 - logcount_predictions_loss: 1.0350 12/1728 [..............................] - ETA: 4:29 - loss: 660.1653 - logits_profile_predictions_loss: 623.1286 - logcount_predictions_loss: 1.0317 13/1728 [..............................] - ETA: 4:29 - loss: 659.7850 - logits_profile_predictions_loss: 622.8101 - logcount_predictions_loss: 1.0299 14/1728 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[============================>.] - ETA: 0s - loss: 633.5445 - logits_profile_predictions_loss: 598.7270 - logcount_predictions_loss: 0.9698 1727/1728 [============================>.] - ETA: 0s - loss: 633.5446 - logits_profile_predictions_loss: 598.7271 - logcount_predictions_loss: 0.9698 1728/1728 [==============================] - ETA: 0s - loss: 633.5446 - logits_profile_predictions_loss: 598.7272 - logcount_predictions_loss: 0.9698 1728/1728 [==============================] - 284s 164ms/step - loss: 633.5446 - logits_profile_predictions_loss: 598.7273 - logcount_predictions_loss: 0.9698 - val_loss: 743.9241 - val_logits_profile_predictions_loss: 700.1642 - val_logcount_predictions_loss: 1.2189 Epoch 00010: val_loss improved from 746.81848 to 743.92407, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/chrombpnet.h5 Epoch 11/50 1/1728 [..............................] - ETA: 6:48 - loss: 677.0294 - 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[..............................] - ETA: 4:32 - loss: 657.1431 - logits_profile_predictions_loss: 621.4956 - logcount_predictions_loss: 0.9930 9/1728 [..............................] - ETA: 4:32 - loss: 653.1096 - logits_profile_predictions_loss: 617.5196 - logcount_predictions_loss: 0.9914 10/1728 [..............................] - ETA: 4:31 - loss: 648.6161 - logits_profile_predictions_loss: 613.1058 - logcount_predictions_loss: 0.9891 11/1728 [..............................] - ETA: 4:31 - loss: 645.0326 - logits_profile_predictions_loss: 609.6279 - logcount_predictions_loss: 0.9862 12/1728 [..............................] - ETA: 4:30 - loss: 642.3178 - logits_profile_predictions_loss: 607.0244 - logcount_predictions_loss: 0.9831 13/1728 [..............................] - ETA: 4:30 - loss: 640.1127 - logits_profile_predictions_loss: 604.9672 - logcount_predictions_loss: 0.9790 14/1728 [..............................] - ETA: 4:29 - loss: 637.9795 - logits_profile_predictions_loss: 602.9665 - logcount_predictions_loss: 0.9753 15/1728 [..............................] - ETA: 4:29 - loss: 636.4450 - logits_profile_predictions_loss: 601.4973 - logcount_predictions_loss: 0.9735 16/1728 [..............................] - ETA: 4:29 - loss: 634.6690 - logits_profile_predictions_loss: 599.7833 - logcount_predictions_loss: 0.9717 17/1728 [..............................] - ETA: 4:29 - loss: 633.2250 - logits_profile_predictions_loss: 598.4446 - logcount_predictions_loss: 0.9688 18/1728 [..............................] - ETA: 4:28 - loss: 632.1143 - logits_profile_predictions_loss: 597.4020 - logcount_predictions_loss: 0.9669 19/1728 [..............................] - ETA: 4:28 - loss: 631.1944 - logits_profile_predictions_loss: 596.4915 - logcount_predictions_loss: 0.9667 20/1728 [..............................] - ETA: 4:28 - loss: 630.4082 - logits_profile_predictions_loss: 595.6914 - logcount_predictions_loss: 0.9670 21/1728 [..............................] - ETA: 4:28 - 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[..............................] - ETA: 4:24 - loss: 623.3972 - logits_profile_predictions_loss: 588.4707 - logcount_predictions_loss: 0.9729 42/1728 [..............................] - ETA: 4:24 - loss: 623.4064 - logits_profile_predictions_loss: 588.4873 - logcount_predictions_loss: 0.9727 43/1728 [..............................] - ETA: 4:24 - loss: 623.4502 - logits_profile_predictions_loss: 588.5421 - logcount_predictions_loss: 0.9724 44/1728 [..............................] - ETA: 4:24 - loss: 623.4523 - logits_profile_predictions_loss: 588.5575 - logcount_predictions_loss: 0.9720 45/1728 [..............................] - ETA: 4:24 - loss: 623.4300 - logits_profile_predictions_loss: 588.5542 - logcount_predictions_loss: 0.9715 46/1728 [..............................] - ETA: 4:23 - loss: 623.4124 - logits_profile_predictions_loss: 588.5561 - logcount_predictions_loss: 0.9709 47/1728 [..............................] - ETA: 4:23 - loss: 623.3963 - logits_profile_predictions_loss: 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587.6649 - logcount_predictions_loss: 0.9583 81/1728 [>.............................] - ETA: 4:18 - loss: 622.0373 - logits_profile_predictions_loss: 587.6449 - logcount_predictions_loss: 0.9580 82/1728 [>.............................] - ETA: 4:18 - loss: 622.0139 - logits_profile_predictions_loss: 587.6324 - logcount_predictions_loss: 0.9577 83/1728 [>.............................] - ETA: 4:17 - loss: 621.9840 - logits_profile_predictions_loss: 587.6134 - logcount_predictions_loss: 0.9574 84/1728 [>.............................] - ETA: 4:17 - loss: 621.9570 - logits_profile_predictions_loss: 587.5989 - logcount_predictions_loss: 0.9570 85/1728 [>.............................] - ETA: 4:17 - loss: 621.9319 - logits_profile_predictions_loss: 587.5870 - logcount_predictions_loss: 0.9567 86/1728 [>.............................] - ETA: 4:17 - loss: 621.9085 - logits_profile_predictions_loss: 587.5779 - logcount_predictions_loss: 0.9563 87/1728 [>.............................] - ETA: 4:17 - 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[==>...........................] - ETA: 3:55 - loss: 622.7637 - logits_profile_predictions_loss: 589.2045 - logcount_predictions_loss: 0.9348 225/1728 [==>...........................] - ETA: 3:55 - loss: 622.7725 - logits_profile_predictions_loss: 589.2156 - logcount_predictions_loss: 0.9347 226/1728 [==>...........................] - ETA: 3:55 - loss: 622.7795 - logits_profile_predictions_loss: 589.2251 - logcount_predictions_loss: 0.9347 227/1728 [==>...........................] - ETA: 3:55 - loss: 622.7871 - logits_profile_predictions_loss: 589.2353 - logcount_predictions_loss: 0.9346 228/1728 [==>...........................] - ETA: 3:55 - loss: 622.7952 - logits_profile_predictions_loss: 589.2457 - logcount_predictions_loss: 0.9345 229/1728 [==>...........................] - ETA: 3:55 - loss: 622.8013 - logits_profile_predictions_loss: 589.2542 - logcount_predictions_loss: 0.9345 230/1728 [==>...........................] - ETA: 3:54 - loss: 622.8066 - logits_profile_predictions_loss: 589.2617 - logcount_predictions_loss: 0.9344 231/1728 [===>..........................] - ETA: 3:54 - loss: 622.8109 - logits_profile_predictions_loss: 589.2680 - logcount_predictions_loss: 0.9343 232/1728 [===>..........................] - ETA: 3:54 - loss: 622.8163 - logits_profile_predictions_loss: 589.2752 - logcount_predictions_loss: 0.9343 233/1728 [===>..........................] - ETA: 3:54 - loss: 622.8227 - logits_profile_predictions_loss: 589.2834 - logcount_predictions_loss: 0.9342 234/1728 [===>..........................] - ETA: 3:54 - loss: 622.8291 - logits_profile_predictions_loss: 589.2915 - logcount_predictions_loss: 0.9342 235/1728 [===>..........................] - ETA: 3:54 - loss: 622.8368 - logits_profile_predictions_loss: 589.3007 - logcount_predictions_loss: 0.9341 236/1728 [===>..........................] - ETA: 3:53 - loss: 622.8465 - logits_profile_predictions_loss: 589.3118 - logcount_predictions_loss: 0.9341 237/1728 [===>..........................] - ETA: 3:53 - loss: 622.8562 - logits_profile_predictions_loss: 589.3229 - logcount_predictions_loss: 0.9341 238/1728 [===>..........................] - ETA: 3:53 - loss: 622.8649 - logits_profile_predictions_loss: 589.3328 - logcount_predictions_loss: 0.9340 239/1728 [===>..........................] - ETA: 3:53 - loss: 622.8737 - logits_profile_predictions_loss: 589.3427 - logcount_predictions_loss: 0.9340 240/1728 [===>..........................] - ETA: 3:53 - loss: 622.8817 - logits_profile_predictions_loss: 589.3519 - logcount_predictions_loss: 0.9340 241/1728 [===>..........................] - ETA: 3:53 - loss: 622.8872 - logits_profile_predictions_loss: 589.3585 - logcount_predictions_loss: 0.9339 242/1728 [===>..........................] - ETA: 3:53 - loss: 622.8943 - logits_profile_predictions_loss: 589.3668 - logcount_predictions_loss: 0.9339 243/1728 [===>..........................] - ETA: 3:52 - loss: 622.8994 - 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[===>..........................] - ETA: 3:51 - loss: 622.9463 - logits_profile_predictions_loss: 589.4297 - logcount_predictions_loss: 0.9336 251/1728 [===>..........................] - ETA: 3:51 - loss: 622.9531 - logits_profile_predictions_loss: 589.4379 - logcount_predictions_loss: 0.9336 252/1728 [===>..........................] - ETA: 3:51 - loss: 622.9588 - logits_profile_predictions_loss: 589.4449 - logcount_predictions_loss: 0.9335 253/1728 [===>..........................] - ETA: 3:51 - loss: 622.9642 - logits_profile_predictions_loss: 589.4518 - logcount_predictions_loss: 0.9335 254/1728 [===>..........................] - ETA: 3:51 - loss: 622.9688 - logits_profile_predictions_loss: 589.4578 - logcount_predictions_loss: 0.9334 255/1728 [===>..........................] - ETA: 3:51 - loss: 622.9724 - logits_profile_predictions_loss: 589.4630 - logcount_predictions_loss: 0.9334 256/1728 [===>..........................] - ETA: 3:50 - loss: 622.9747 - 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[===>..........................] - ETA: 3:49 - loss: 622.9803 - logits_profile_predictions_loss: 589.4835 - logcount_predictions_loss: 0.9331 264/1728 [===>..........................] - ETA: 3:49 - loss: 622.9788 - logits_profile_predictions_loss: 589.4837 - logcount_predictions_loss: 0.9330 265/1728 [===>..........................] - ETA: 3:49 - loss: 622.9778 - logits_profile_predictions_loss: 589.4843 - logcount_predictions_loss: 0.9330 266/1728 [===>..........................] - ETA: 3:49 - loss: 622.9770 - logits_profile_predictions_loss: 589.4849 - logcount_predictions_loss: 0.9329 267/1728 [===>..........................] - ETA: 3:49 - loss: 622.9767 - logits_profile_predictions_loss: 589.4859 - logcount_predictions_loss: 0.9329 268/1728 [===>..........................] - ETA: 3:49 - loss: 622.9765 - logits_profile_predictions_loss: 589.4871 - logcount_predictions_loss: 0.9329 269/1728 [===>..........................] - ETA: 3:48 - loss: 622.9751 - logits_profile_predictions_loss: 589.4871 - logcount_predictions_loss: 0.9328 270/1728 [===>..........................] - ETA: 3:48 - loss: 622.9734 - logits_profile_predictions_loss: 589.4870 - logcount_predictions_loss: 0.9328 271/1728 [===>..........................] - ETA: 3:48 - loss: 622.9722 - logits_profile_predictions_loss: 589.4874 - logcount_predictions_loss: 0.9327 272/1728 [===>..........................] - ETA: 3:48 - loss: 622.9710 - logits_profile_predictions_loss: 589.4878 - logcount_predictions_loss: 0.9327 273/1728 [===>..........................] - ETA: 3:48 - loss: 622.9694 - logits_profile_predictions_loss: 589.4877 - logcount_predictions_loss: 0.9326 274/1728 [===>..........................] - ETA: 3:48 - loss: 622.9666 - logits_profile_predictions_loss: 589.4864 - logcount_predictions_loss: 0.9326 275/1728 [===>..........................] - ETA: 3:47 - loss: 622.9643 - logits_profile_predictions_loss: 589.4855 - logcount_predictions_loss: 0.9326 276/1728 [===>..........................] - ETA: 3:47 - loss: 622.9605 - logits_profile_predictions_loss: 589.4831 - logcount_predictions_loss: 0.9325 277/1728 [===>..........................] - ETA: 3:47 - loss: 622.9587 - logits_profile_predictions_loss: 589.4827 - logcount_predictions_loss: 0.9325 278/1728 [===>..........................] - ETA: 3:47 - loss: 622.9553 - logits_profile_predictions_loss: 589.4807 - logcount_predictions_loss: 0.9324 279/1728 [===>..........................] - ETA: 3:47 - loss: 622.9524 - logits_profile_predictions_loss: 589.4792 - logcount_predictions_loss: 0.9324 280/1728 [===>..........................] - ETA: 3:47 - loss: 622.9509 - logits_profile_predictions_loss: 589.4790 - logcount_predictions_loss: 0.9324 281/1728 [===>..........................] - ETA: 3:47 - loss: 622.9496 - logits_profile_predictions_loss: 589.4790 - logcount_predictions_loss: 0.9323 282/1728 [===>..........................] - ETA: 3:46 - loss: 622.9466 - 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[====>.........................] - ETA: 3:45 - loss: 622.9273 - logits_profile_predictions_loss: 589.4667 - logcount_predictions_loss: 0.9320 290/1728 [====>.........................] - ETA: 3:45 - loss: 622.9258 - logits_profile_predictions_loss: 589.4664 - logcount_predictions_loss: 0.9320 291/1728 [====>.........................] - ETA: 3:45 - loss: 622.9239 - logits_profile_predictions_loss: 589.4656 - logcount_predictions_loss: 0.9320 292/1728 [====>.........................] - ETA: 3:45 - loss: 622.9204 - logits_profile_predictions_loss: 589.4633 - logcount_predictions_loss: 0.9320 293/1728 [====>.........................] - ETA: 3:45 - loss: 622.9152 - logits_profile_predictions_loss: 589.4594 - logcount_predictions_loss: 0.9319 294/1728 [====>.........................] - ETA: 3:45 - loss: 622.9109 - logits_profile_predictions_loss: 589.4563 - logcount_predictions_loss: 0.9319 295/1728 [====>.........................] - ETA: 3:44 - loss: 622.9069 - 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[====>.........................] - ETA: 3:43 - loss: 622.8753 - logits_profile_predictions_loss: 589.4326 - logcount_predictions_loss: 0.9315 303/1728 [====>.........................] - ETA: 3:43 - loss: 622.8720 - logits_profile_predictions_loss: 589.4309 - logcount_predictions_loss: 0.9315 304/1728 [====>.........................] - ETA: 3:43 - loss: 622.8688 - logits_profile_predictions_loss: 589.4292 - logcount_predictions_loss: 0.9315 305/1728 [====>.........................] - ETA: 3:43 - loss: 622.8653 - logits_profile_predictions_loss: 589.4273 - logcount_predictions_loss: 0.9314 306/1728 [====>.........................] - ETA: 3:43 - loss: 622.8621 - logits_profile_predictions_loss: 589.4255 - logcount_predictions_loss: 0.9314 307/1728 [====>.........................] - ETA: 3:42 - loss: 622.8581 - logits_profile_predictions_loss: 589.4229 - logcount_predictions_loss: 0.9313 308/1728 [====>.........................] - ETA: 3:42 - loss: 622.8520 - 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[====>.........................] - ETA: 3:41 - loss: 622.8049 - logits_profile_predictions_loss: 589.3791 - logcount_predictions_loss: 0.9311 316/1728 [====>.........................] - ETA: 3:41 - loss: 622.8000 - logits_profile_predictions_loss: 589.3752 - logcount_predictions_loss: 0.9310 317/1728 [====>.........................] - ETA: 3:41 - loss: 622.7945 - logits_profile_predictions_loss: 589.3709 - logcount_predictions_loss: 0.9310 318/1728 [====>.........................] - ETA: 3:41 - loss: 622.7899 - logits_profile_predictions_loss: 589.3674 - logcount_predictions_loss: 0.9310 319/1728 [====>.........................] - ETA: 3:41 - loss: 622.7856 - logits_profile_predictions_loss: 589.3643 - logcount_predictions_loss: 0.9310 320/1728 [====>.........................] - ETA: 3:40 - loss: 622.7821 - logits_profile_predictions_loss: 589.3618 - logcount_predictions_loss: 0.9309 321/1728 [====>.........................] - ETA: 3:40 - loss: 622.7784 - logits_profile_predictions_loss: 589.3594 - logcount_predictions_loss: 0.9309 322/1728 [====>.........................] - ETA: 3:40 - loss: 622.7745 - logits_profile_predictions_loss: 589.3565 - logcount_predictions_loss: 0.9309 323/1728 [====>.........................] - ETA: 3:40 - loss: 622.7707 - logits_profile_predictions_loss: 589.3538 - logcount_predictions_loss: 0.9308 324/1728 [====>.........................] - ETA: 3:40 - loss: 622.7672 - logits_profile_predictions_loss: 589.3513 - logcount_predictions_loss: 0.9308 325/1728 [====>.........................] - ETA: 3:40 - loss: 622.7628 - logits_profile_predictions_loss: 589.3481 - logcount_predictions_loss: 0.9308 326/1728 [====>.........................] - ETA: 3:40 - loss: 622.7593 - logits_profile_predictions_loss: 589.3458 - logcount_predictions_loss: 0.9307 327/1728 [====>.........................] - ETA: 3:39 - loss: 622.7559 - logits_profile_predictions_loss: 589.3435 - logcount_predictions_loss: 0.9307 328/1728 [====>.........................] - ETA: 3:39 - loss: 622.7524 - logits_profile_predictions_loss: 589.3412 - logcount_predictions_loss: 0.9307 329/1728 [====>.........................] - ETA: 3:39 - loss: 622.7497 - logits_profile_predictions_loss: 589.3396 - logcount_predictions_loss: 0.9306 330/1728 [====>.........................] - ETA: 3:39 - loss: 622.7486 - logits_profile_predictions_loss: 589.3395 - logcount_predictions_loss: 0.9306 331/1728 [====>.........................] - ETA: 3:39 - loss: 622.7477 - logits_profile_predictions_loss: 589.3396 - logcount_predictions_loss: 0.9306 332/1728 [====>.........................] - ETA: 3:39 - loss: 622.7468 - logits_profile_predictions_loss: 589.3398 - logcount_predictions_loss: 0.9306 333/1728 [====>.........................] - ETA: 3:38 - loss: 622.7469 - logits_profile_predictions_loss: 589.3409 - logcount_predictions_loss: 0.9305 334/1728 [====>.........................] - ETA: 3:38 - loss: 622.7464 - logits_profile_predictions_loss: 589.3413 - logcount_predictions_loss: 0.9305 335/1728 [====>.........................] - ETA: 3:38 - loss: 622.7462 - logits_profile_predictions_loss: 589.3419 - logcount_predictions_loss: 0.9305 336/1728 [====>.........................] - ETA: 3:38 - loss: 622.7467 - logits_profile_predictions_loss: 589.3432 - logcount_predictions_loss: 0.9305 337/1728 [====>.........................] - ETA: 3:38 - loss: 622.7477 - logits_profile_predictions_loss: 589.3449 - logcount_predictions_loss: 0.9304 338/1728 [====>.........................] - ETA: 3:38 - loss: 622.7487 - logits_profile_predictions_loss: 589.3466 - logcount_predictions_loss: 0.9304 339/1728 [====>.........................] - ETA: 3:37 - loss: 622.7497 - logits_profile_predictions_loss: 589.3482 - logcount_predictions_loss: 0.9304 340/1728 [====>.........................] - ETA: 3:37 - loss: 622.7504 - logits_profile_predictions_loss: 589.3495 - logcount_predictions_loss: 0.9304 341/1728 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[==>...........................] - ETA: 3:58 - loss: 620.3850 - logits_profile_predictions_loss: 588.3775 - logcount_predictions_loss: 0.8916 213/1728 [==>...........................] - ETA: 3:58 - loss: 620.3663 - logits_profile_predictions_loss: 588.3548 - logcount_predictions_loss: 0.8917 214/1728 [==>...........................] - ETA: 3:58 - loss: 620.3496 - logits_profile_predictions_loss: 588.3342 - logcount_predictions_loss: 0.8918 215/1728 [==>...........................] - ETA: 3:57 - loss: 620.3323 - logits_profile_predictions_loss: 588.3131 - logcount_predictions_loss: 0.8919 216/1728 [==>...........................] - ETA: 3:57 - loss: 620.3151 - logits_profile_predictions_loss: 588.2922 - logcount_predictions_loss: 0.8920 217/1728 [==>...........................] - ETA: 3:57 - loss: 620.2983 - logits_profile_predictions_loss: 588.2717 - logcount_predictions_loss: 0.8921 218/1728 [==>...........................] - ETA: 3:57 - loss: 620.2799 - 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logits_profile_predictions_loss: 588.0154 - logcount_predictions_loss: 0.8935 232/1728 [===>..........................] - ETA: 3:55 - loss: 620.0775 - logits_profile_predictions_loss: 587.9986 - logcount_predictions_loss: 0.8936 233/1728 [===>..........................] - ETA: 3:55 - loss: 620.0665 - logits_profile_predictions_loss: 587.9843 - logcount_predictions_loss: 0.8937 234/1728 [===>..........................] - ETA: 3:55 - loss: 620.0552 - logits_profile_predictions_loss: 587.9695 - logcount_predictions_loss: 0.8938 235/1728 [===>..........................] - ETA: 3:54 - loss: 620.0477 - logits_profile_predictions_loss: 587.9585 - logcount_predictions_loss: 0.8939 236/1728 [===>..........................] - ETA: 3:54 - loss: 620.0421 - logits_profile_predictions_loss: 587.9492 - logcount_predictions_loss: 0.8940 237/1728 [===>..........................] - ETA: 3:54 - loss: 620.0366 - logits_profile_predictions_loss: 587.9403 - logcount_predictions_loss: 0.8941 238/1728 [===>..........................] - ETA: 3:54 - loss: 620.0341 - logits_profile_predictions_loss: 587.9342 - logcount_predictions_loss: 0.8941 239/1728 [===>..........................] - ETA: 3:54 - loss: 620.0309 - logits_profile_predictions_loss: 587.9273 - logcount_predictions_loss: 0.8943 240/1728 [===>..........................] - ETA: 3:54 - loss: 620.0271 - logits_profile_predictions_loss: 587.9198 - logcount_predictions_loss: 0.8944 241/1728 [===>..........................] - ETA: 3:53 - loss: 620.0223 - logits_profile_predictions_loss: 587.9113 - logcount_predictions_loss: 0.8945 242/1728 [===>..........................] - ETA: 3:53 - loss: 620.0172 - logits_profile_predictions_loss: 587.9026 - logcount_predictions_loss: 0.8946 243/1728 [===>..........................] - ETA: 3:53 - loss: 620.0114 - logits_profile_predictions_loss: 587.8930 - logcount_predictions_loss: 0.8947 244/1728 [===>..........................] - ETA: 3:53 - loss: 620.0048 - logits_profile_predictions_loss: 587.8828 - logcount_predictions_loss: 0.8948 245/1728 [===>..........................] - ETA: 3:53 - loss: 619.9980 - logits_profile_predictions_loss: 587.8725 - logcount_predictions_loss: 0.8949 246/1728 [===>..........................] - ETA: 3:53 - loss: 619.9923 - logits_profile_predictions_loss: 587.8633 - logcount_predictions_loss: 0.8950 247/1728 [===>..........................] - ETA: 3:53 - loss: 619.9854 - logits_profile_predictions_loss: 587.8530 - logcount_predictions_loss: 0.8951 248/1728 [===>..........................] - ETA: 3:52 - loss: 619.9800 - logits_profile_predictions_loss: 587.8443 - logcount_predictions_loss: 0.8951 249/1728 [===>..........................] - ETA: 3:52 - loss: 619.9740 - logits_profile_predictions_loss: 587.8350 - logcount_predictions_loss: 0.8952 250/1728 [===>..........................] - ETA: 3:52 - loss: 619.9692 - logits_profile_predictions_loss: 587.8271 - logcount_predictions_loss: 0.8953 251/1728 [===>..........................] - ETA: 3:52 - loss: 619.9649 - logits_profile_predictions_loss: 587.8195 - logcount_predictions_loss: 0.8954 252/1728 [===>..........................] - ETA: 3:52 - loss: 619.9605 - logits_profile_predictions_loss: 587.8120 - logcount_predictions_loss: 0.8955 253/1728 [===>..........................] - ETA: 3:52 - loss: 619.9570 - logits_profile_predictions_loss: 587.8055 - logcount_predictions_loss: 0.8956 254/1728 [===>..........................] - ETA: 3:51 - loss: 619.9540 - logits_profile_predictions_loss: 587.7995 - logcount_predictions_loss: 0.8957 255/1728 [===>..........................] - ETA: 3:51 - loss: 619.9499 - logits_profile_predictions_loss: 587.7925 - logcount_predictions_loss: 0.8958 256/1728 [===>..........................] - ETA: 3:51 - loss: 619.9473 - logits_profile_predictions_loss: 587.7871 - logcount_predictions_loss: 0.8958 257/1728 [===>..........................] - ETA: 3:51 - loss: 619.9446 - logits_profile_predictions_loss: 587.7817 - logcount_predictions_loss: 0.8959 258/1728 [===>..........................] - ETA: 3:51 - loss: 619.9443 - logits_profile_predictions_loss: 587.7788 - logcount_predictions_loss: 0.8960 259/1728 [===>..........................] - ETA: 3:51 - loss: 619.9432 - logits_profile_predictions_loss: 587.7752 - logcount_predictions_loss: 0.8960 260/1728 [===>..........................] - ETA: 3:51 - loss: 619.9423 - logits_profile_predictions_loss: 587.7719 - logcount_predictions_loss: 0.8961 261/1728 [===>..........................] - ETA: 3:50 - loss: 619.9412 - logits_profile_predictions_loss: 587.7684 - logcount_predictions_loss: 0.8962 262/1728 [===>..........................] - ETA: 3:50 - loss: 619.9390 - logits_profile_predictions_loss: 587.7640 - logcount_predictions_loss: 0.8962 263/1728 [===>..........................] - ETA: 3:50 - loss: 619.9365 - logits_profile_predictions_loss: 587.7594 - logcount_predictions_loss: 0.8963 264/1728 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logits_profile_predictions_loss: 589.8612 - logcount_predictions_loss: 0.8993 1728/1728 [==============================] - ETA: 0s - loss: 622.1471 - logits_profile_predictions_loss: 589.8614 - logcount_predictions_loss: 0.8993 1728/1728 [==============================] - 284s 164ms/step - loss: 622.1472 - logits_profile_predictions_loss: 589.8616 - logcount_predictions_loss: 0.8993 - val_loss: 743.8264 - val_logits_profile_predictions_loss: 703.0401 - val_logcount_predictions_loss: 1.1361 Epoch 00012: val_loss did not improve from 737.30536 Epoch 13/50 1/1728 [..............................] - ETA: 6:25 - loss: 609.0626 - logits_profile_predictions_loss: 577.0718 - logcount_predictions_loss: 0.8911 2/1728 [..............................] - ETA: 5:01 - loss: 620.0150 - logits_profile_predictions_loss: 589.5505 - logcount_predictions_loss: 0.8486 3/1728 [..............................] - ETA: 4:45 - loss: 620.4912 - logits_profile_predictions_loss: 590.4780 - logcount_predictions_loss: 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[===>..........................] - ETA: 3:46 - loss: 615.0440 - logits_profile_predictions_loss: 583.6146 - logcount_predictions_loss: 0.8755 286/1728 [===>..........................] - ETA: 3:46 - loss: 615.0356 - logits_profile_predictions_loss: 583.6097 - logcount_predictions_loss: 0.8754 287/1728 [===>..........................] - ETA: 3:46 - loss: 615.0275 - logits_profile_predictions_loss: 583.6053 - logcount_predictions_loss: 0.8753 288/1728 [====>.........................] - ETA: 3:45 - loss: 615.0208 - logits_profile_predictions_loss: 583.6021 - logcount_predictions_loss: 0.8752 289/1728 [====>.........................] - ETA: 3:45 - loss: 615.0142 - logits_profile_predictions_loss: 583.5990 - logcount_predictions_loss: 0.8751 290/1728 [====>.........................] - ETA: 3:45 - loss: 615.0077 - logits_profile_predictions_loss: 583.5959 - logcount_predictions_loss: 0.8750 291/1728 [====>.........................] - ETA: 3:45 - loss: 615.0006 - logits_profile_predictions_loss: 583.5922 - logcount_predictions_loss: 0.8749 292/1728 [====>.........................] - ETA: 3:45 - loss: 614.9937 - logits_profile_predictions_loss: 583.5887 - logcount_predictions_loss: 0.8748 293/1728 [====>.........................] - ETA: 3:45 - loss: 614.9858 - logits_profile_predictions_loss: 583.5842 - logcount_predictions_loss: 0.8747 294/1728 [====>.........................] - ETA: 3:45 - loss: 614.9783 - logits_profile_predictions_loss: 583.5801 - logcount_predictions_loss: 0.8746 295/1728 [====>.........................] - ETA: 3:44 - loss: 614.9712 - logits_profile_predictions_loss: 583.5761 - logcount_predictions_loss: 0.8745 296/1728 [====>.........................] - ETA: 3:44 - loss: 614.9636 - logits_profile_predictions_loss: 583.5717 - logcount_predictions_loss: 0.8744 297/1728 [====>.........................] - ETA: 3:44 - loss: 614.9554 - logits_profile_predictions_loss: 583.5666 - logcount_predictions_loss: 0.8743 298/1728 [====>.........................] - ETA: 3:44 - loss: 614.9483 - logits_profile_predictions_loss: 583.5626 - logcount_predictions_loss: 0.8742 299/1728 [====>.........................] - ETA: 3:44 - loss: 614.9398 - logits_profile_predictions_loss: 583.5573 - logcount_predictions_loss: 0.8742 300/1728 [====>.........................] - ETA: 3:44 - loss: 614.9311 - logits_profile_predictions_loss: 583.5518 - logcount_predictions_loss: 0.8741 301/1728 [====>.........................] - ETA: 3:43 - loss: 614.9222 - logits_profile_predictions_loss: 583.5460 - logcount_predictions_loss: 0.8740 302/1728 [====>.........................] - ETA: 3:43 - loss: 614.9138 - logits_profile_predictions_loss: 583.5408 - logcount_predictions_loss: 0.8739 303/1728 [====>.........................] - ETA: 3:43 - loss: 614.9051 - logits_profile_predictions_loss: 583.5354 - logcount_predictions_loss: 0.8738 304/1728 [====>.........................] - ETA: 3:43 - loss: 614.8969 - logits_profile_predictions_loss: 583.5305 - logcount_predictions_loss: 0.8737 305/1728 [====>.........................] - ETA: 3:43 - loss: 614.8886 - logits_profile_predictions_loss: 583.5254 - logcount_predictions_loss: 0.8736 306/1728 [====>.........................] - ETA: 3:43 - loss: 614.8804 - logits_profile_predictions_loss: 583.5203 - logcount_predictions_loss: 0.8735 307/1728 [====>.........................] - ETA: 3:43 - loss: 614.8727 - logits_profile_predictions_loss: 583.5157 - logcount_predictions_loss: 0.8735 308/1728 [====>.........................] - ETA: 3:42 - loss: 614.8645 - logits_profile_predictions_loss: 583.5105 - logcount_predictions_loss: 0.8734 309/1728 [====>.........................] - ETA: 3:42 - loss: 614.8566 - logits_profile_predictions_loss: 583.5056 - logcount_predictions_loss: 0.8733 310/1728 [====>.........................] - ETA: 3:42 - loss: 614.8477 - logits_profile_predictions_loss: 583.4997 - logcount_predictions_loss: 0.8732 311/1728 [====>.........................] - ETA: 3:42 - loss: 614.8401 - logits_profile_predictions_loss: 583.4950 - logcount_predictions_loss: 0.8731 312/1728 [====>.........................] - ETA: 3:42 - loss: 614.8326 - logits_profile_predictions_loss: 583.4905 - logcount_predictions_loss: 0.8730 313/1728 [====>.........................] - ETA: 3:42 - loss: 614.8243 - logits_profile_predictions_loss: 583.4852 - logcount_predictions_loss: 0.8730 314/1728 [====>.........................] - ETA: 3:41 - loss: 614.8159 - logits_profile_predictions_loss: 583.4798 - logcount_predictions_loss: 0.8729 315/1728 [====>.........................] - ETA: 3:41 - loss: 614.8071 - logits_profile_predictions_loss: 583.4738 - logcount_predictions_loss: 0.8728 316/1728 [====>.........................] - ETA: 3:41 - loss: 614.7993 - logits_profile_predictions_loss: 583.4690 - logcount_predictions_loss: 0.8727 317/1728 [====>.........................] - ETA: 3:41 - loss: 614.7915 - logits_profile_predictions_loss: 583.4639 - logcount_predictions_loss: 0.8726 318/1728 [====>.........................] - ETA: 3:41 - loss: 614.7838 - logits_profile_predictions_loss: 583.4589 - logcount_predictions_loss: 0.8726 319/1728 [====>.........................] - ETA: 3:41 - loss: 614.7751 - logits_profile_predictions_loss: 583.4529 - logcount_predictions_loss: 0.8725 320/1728 [====>.........................] - ETA: 3:40 - loss: 614.7668 - logits_profile_predictions_loss: 583.4473 - logcount_predictions_loss: 0.8724 321/1728 [====>.........................] - ETA: 3:40 - loss: 614.7587 - logits_profile_predictions_loss: 583.4418 - logcount_predictions_loss: 0.8723 322/1728 [====>.........................] - ETA: 3:40 - loss: 614.7498 - logits_profile_predictions_loss: 583.4358 - logcount_predictions_loss: 0.8723 323/1728 [====>.........................] - ETA: 3:40 - loss: 614.7418 - logits_profile_predictions_loss: 583.4304 - logcount_predictions_loss: 0.8722 324/1728 [====>.........................] - ETA: 3:40 - loss: 614.7340 - logits_profile_predictions_loss: 583.4252 - logcount_predictions_loss: 0.8721 325/1728 [====>.........................] - ETA: 3:40 - loss: 614.7258 - logits_profile_predictions_loss: 583.4195 - logcount_predictions_loss: 0.8720 326/1728 [====>.........................] - ETA: 3:40 - loss: 614.7172 - logits_profile_predictions_loss: 583.4136 - logcount_predictions_loss: 0.8720 327/1728 [====>.........................] - ETA: 3:39 - loss: 614.7088 - logits_profile_predictions_loss: 583.4079 - logcount_predictions_loss: 0.8719 328/1728 [====>.........................] - ETA: 3:39 - loss: 614.6997 - logits_profile_predictions_loss: 583.4014 - logcount_predictions_loss: 0.8718 329/1728 [====>.........................] - ETA: 3:39 - loss: 614.6908 - logits_profile_predictions_loss: 583.3950 - logcount_predictions_loss: 0.8717 330/1728 [====>.........................] - ETA: 3:39 - loss: 614.6810 - logits_profile_predictions_loss: 583.3879 - logcount_predictions_loss: 0.8717 331/1728 [====>.........................] - ETA: 3:39 - loss: 614.6709 - logits_profile_predictions_loss: 583.3803 - logcount_predictions_loss: 0.8716 332/1728 [====>.........................] - ETA: 3:39 - loss: 614.6614 - logits_profile_predictions_loss: 583.3734 - logcount_predictions_loss: 0.8715 333/1728 [====>.........................] - ETA: 3:38 - loss: 614.6508 - logits_profile_predictions_loss: 583.3654 - logcount_predictions_loss: 0.8715 334/1728 [====>.........................] - ETA: 3:38 - loss: 614.6395 - logits_profile_predictions_loss: 583.3567 - logcount_predictions_loss: 0.8714 335/1728 [====>.........................] - ETA: 3:38 - loss: 614.6282 - logits_profile_predictions_loss: 583.3480 - logcount_predictions_loss: 0.8713 336/1728 [====>.........................] - ETA: 3:38 - loss: 614.6170 - logits_profile_predictions_loss: 583.3393 - logcount_predictions_loss: 0.8712 337/1728 [====>.........................] - ETA: 3:38 - loss: 614.6062 - logits_profile_predictions_loss: 583.3310 - logcount_predictions_loss: 0.8712 338/1728 [====>.........................] - ETA: 3:38 - loss: 614.5949 - logits_profile_predictions_loss: 583.3224 - logcount_predictions_loss: 0.8711 339/1728 [====>.........................] - ETA: 3:38 - loss: 614.5841 - logits_profile_predictions_loss: 583.3140 - logcount_predictions_loss: 0.8710 340/1728 [====>.........................] - ETA: 3:37 - loss: 614.5728 - logits_profile_predictions_loss: 583.3053 - logcount_predictions_loss: 0.8710 341/1728 [====>.........................] - ETA: 3:37 - loss: 614.5624 - logits_profile_predictions_loss: 583.2974 - logcount_predictions_loss: 0.8709 342/1728 [====>.........................] - ETA: 3:37 - loss: 614.5512 - logits_profile_predictions_loss: 583.2887 - logcount_predictions_loss: 0.8708 343/1728 [====>.........................] - ETA: 3:37 - loss: 614.5399 - 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[=====>........................] - ETA: 3:36 - loss: 614.4612 - logits_profile_predictions_loss: 583.2185 - logcount_predictions_loss: 0.8703 351/1728 [=====>........................] - ETA: 3:36 - loss: 614.4506 - logits_profile_predictions_loss: 583.2101 - logcount_predictions_loss: 0.8702 352/1728 [=====>........................] - ETA: 3:35 - loss: 614.4405 - logits_profile_predictions_loss: 583.2022 - logcount_predictions_loss: 0.8701 353/1728 [=====>........................] - ETA: 3:35 - loss: 614.4302 - logits_profile_predictions_loss: 583.1940 - logcount_predictions_loss: 0.8701 354/1728 [=====>........................] - ETA: 3:35 - loss: 614.4202 - logits_profile_predictions_loss: 583.1860 - logcount_predictions_loss: 0.8700 355/1728 [=====>........................] - ETA: 3:35 - loss: 614.4117 - logits_profile_predictions_loss: 583.1795 - logcount_predictions_loss: 0.8700 356/1728 [=====>........................] - ETA: 3:35 - loss: 614.4026 - logits_profile_predictions_loss: 583.1724 - logcount_predictions_loss: 0.8699 357/1728 [=====>........................] - ETA: 3:35 - loss: 614.3939 - logits_profile_predictions_loss: 583.1658 - logcount_predictions_loss: 0.8699 358/1728 [=====>........................] - ETA: 3:34 - loss: 614.3851 - logits_profile_predictions_loss: 583.1591 - logcount_predictions_loss: 0.8698 359/1728 [=====>........................] - ETA: 3:34 - loss: 614.3771 - logits_profile_predictions_loss: 583.1531 - logcount_predictions_loss: 0.8697 360/1728 [=====>........................] - ETA: 3:34 - loss: 614.3693 - logits_profile_predictions_loss: 583.1474 - logcount_predictions_loss: 0.8697 361/1728 [=====>........................] - ETA: 3:34 - loss: 614.3628 - logits_profile_predictions_loss: 583.1429 - logcount_predictions_loss: 0.8696 362/1728 [=====>........................] - ETA: 3:34 - loss: 614.3566 - logits_profile_predictions_loss: 583.1386 - logcount_predictions_loss: 0.8696 363/1728 [=====>........................] - ETA: 3:34 - loss: 614.3502 - logits_profile_predictions_loss: 583.1341 - logcount_predictions_loss: 0.8695 364/1728 [=====>........................] - ETA: 3:34 - loss: 614.3440 - logits_profile_predictions_loss: 583.1298 - logcount_predictions_loss: 0.8695 365/1728 [=====>........................] - ETA: 3:33 - loss: 614.3378 - logits_profile_predictions_loss: 583.1254 - logcount_predictions_loss: 0.8694 366/1728 [=====>........................] - ETA: 3:33 - loss: 614.3310 - logits_profile_predictions_loss: 583.1204 - logcount_predictions_loss: 0.8694 367/1728 [=====>........................] - ETA: 3:33 - loss: 614.3245 - logits_profile_predictions_loss: 583.1158 - logcount_predictions_loss: 0.8693 368/1728 [=====>........................] - ETA: 3:33 - loss: 614.3182 - logits_profile_predictions_loss: 583.1113 - logcount_predictions_loss: 0.8693 369/1728 [=====>........................] - ETA: 3:33 - loss: 614.3118 - logits_profile_predictions_loss: 583.1068 - logcount_predictions_loss: 0.8692 370/1728 [=====>........................] - ETA: 3:33 - loss: 614.3051 - logits_profile_predictions_loss: 583.1020 - logcount_predictions_loss: 0.8692 371/1728 [=====>........................] - ETA: 3:32 - loss: 614.2989 - logits_profile_predictions_loss: 583.0977 - logcount_predictions_loss: 0.8691 372/1728 [=====>........................] - ETA: 3:32 - loss: 614.2934 - logits_profile_predictions_loss: 583.0941 - logcount_predictions_loss: 0.8691 373/1728 [=====>........................] - ETA: 3:32 - loss: 614.2879 - logits_profile_predictions_loss: 583.0906 - logcount_predictions_loss: 0.8690 374/1728 [=====>........................] - ETA: 3:32 - loss: 614.2820 - logits_profile_predictions_loss: 583.0867 - logcount_predictions_loss: 0.8689 375/1728 [=====>........................] - ETA: 3:32 - loss: 614.2757 - logits_profile_predictions_loss: 583.0825 - logcount_predictions_loss: 0.8689 376/1728 [=====>........................] - ETA: 3:32 - loss: 614.2695 - logits_profile_predictions_loss: 583.0782 - logcount_predictions_loss: 0.8688 377/1728 [=====>........................] - ETA: 3:32 - loss: 614.2628 - logits_profile_predictions_loss: 583.0736 - logcount_predictions_loss: 0.8688 378/1728 [=====>........................] - ETA: 3:31 - loss: 614.2559 - logits_profile_predictions_loss: 583.0685 - logcount_predictions_loss: 0.8687 379/1728 [=====>........................] - ETA: 3:31 - loss: 614.2493 - logits_profile_predictions_loss: 583.0638 - logcount_predictions_loss: 0.8687 380/1728 [=====>........................] - ETA: 3:31 - loss: 614.2422 - logits_profile_predictions_loss: 583.0586 - logcount_predictions_loss: 0.8686 381/1728 [=====>........................] - ETA: 3:31 - loss: 614.2341 - logits_profile_predictions_loss: 583.0523 - logcount_predictions_loss: 0.8686 382/1728 [=====>........................] - ETA: 3:31 - loss: 614.2258 - logits_profile_predictions_loss: 583.0458 - logcount_predictions_loss: 0.8685 383/1728 [=====>........................] - ETA: 3:31 - loss: 614.2182 - logits_profile_predictions_loss: 583.0401 - logcount_predictions_loss: 0.8685 384/1728 [=====>........................] - ETA: 3:30 - loss: 614.2102 - logits_profile_predictions_loss: 583.0339 - logcount_predictions_loss: 0.8684 385/1728 [=====>........................] - ETA: 3:30 - loss: 614.2022 - logits_profile_predictions_loss: 583.0279 - logcount_predictions_loss: 0.8684 386/1728 [=====>........................] - ETA: 3:30 - loss: 614.1937 - logits_profile_predictions_loss: 583.0214 - logcount_predictions_loss: 0.8683 387/1728 [=====>........................] - ETA: 3:30 - loss: 614.1856 - logits_profile_predictions_loss: 583.0152 - logcount_predictions_loss: 0.8683 388/1728 [=====>........................] - ETA: 3:30 - loss: 614.1783 - logits_profile_predictions_loss: 583.0097 - logcount_predictions_loss: 0.8682 389/1728 [=====>........................] - ETA: 3:30 - loss: 614.1704 - logits_profile_predictions_loss: 583.0038 - logcount_predictions_loss: 0.8681 390/1728 [=====>........................] - ETA: 3:29 - loss: 614.1623 - logits_profile_predictions_loss: 582.9976 - logcount_predictions_loss: 0.8681 391/1728 [=====>........................] - ETA: 3:29 - loss: 614.1541 - logits_profile_predictions_loss: 582.9913 - logcount_predictions_loss: 0.8680 392/1728 [=====>........................] - ETA: 3:29 - loss: 614.1465 - logits_profile_predictions_loss: 582.9858 - logcount_predictions_loss: 0.8680 393/1728 [=====>........................] - ETA: 3:29 - loss: 614.1390 - logits_profile_predictions_loss: 582.9802 - logcount_predictions_loss: 0.8679 394/1728 [=====>........................] - ETA: 3:29 - loss: 614.1315 - logits_profile_predictions_loss: 582.9747 - logcount_predictions_loss: 0.8679 395/1728 [=====>........................] - ETA: 3:29 - loss: 614.1246 - logits_profile_predictions_loss: 582.9697 - logcount_predictions_loss: 0.8678 396/1728 [=====>........................] - ETA: 3:29 - loss: 614.1183 - logits_profile_predictions_loss: 582.9654 - logcount_predictions_loss: 0.8678 397/1728 [=====>........................] - ETA: 3:28 - loss: 614.1128 - logits_profile_predictions_loss: 582.9618 - logcount_predictions_loss: 0.8677 398/1728 [=====>........................] - ETA: 3:28 - loss: 614.1073 - logits_profile_predictions_loss: 582.9583 - logcount_predictions_loss: 0.8677 399/1728 [=====>........................] - ETA: 3:28 - loss: 614.1016 - logits_profile_predictions_loss: 582.9545 - logcount_predictions_loss: 0.8676 400/1728 [=====>........................] - ETA: 3:28 - loss: 614.0968 - logits_profile_predictions_loss: 582.9516 - logcount_predictions_loss: 0.8676 401/1728 [=====>........................] - ETA: 3:28 - loss: 614.0916 - logits_profile_predictions_loss: 582.9483 - logcount_predictions_loss: 0.8675 402/1728 [=====>........................] - ETA: 3:28 - loss: 614.0861 - logits_profile_predictions_loss: 582.9446 - logcount_predictions_loss: 0.8674 403/1728 [=====>........................] - ETA: 3:27 - loss: 614.0799 - logits_profile_predictions_loss: 582.9402 - logcount_predictions_loss: 0.8674 404/1728 [======>.......................] - ETA: 3:27 - loss: 614.0748 - logits_profile_predictions_loss: 582.9367 - logcount_predictions_loss: 0.8674 405/1728 [======>.......................] - ETA: 3:27 - loss: 614.0701 - logits_profile_predictions_loss: 582.9337 - logcount_predictions_loss: 0.8673 406/1728 [======>.......................] - ETA: 3:27 - loss: 614.0658 - logits_profile_predictions_loss: 582.9311 - logcount_predictions_loss: 0.8673 407/1728 [======>.......................] - ETA: 3:27 - loss: 614.0626 - logits_profile_predictions_loss: 582.9296 - logcount_predictions_loss: 0.8672 408/1728 [======>.......................] - ETA: 3:27 - loss: 614.0594 - 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[==============================] - 283s 164ms/step - loss: 614.7504 - logits_profile_predictions_loss: 583.9677 - logcount_predictions_loss: 0.8575 - val_loss: 740.8146 - val_logits_profile_predictions_loss: 701.2980 - val_logcount_predictions_loss: 1.1007 Epoch 00013: val_loss did not improve from 737.30536 Epoch 14/50 1/1728 [..............................] - ETA: 6:14 - loss: 551.8298 - logits_profile_predictions_loss: 525.9657 - logcount_predictions_loss: 0.7204 2/1728 [..............................] - ETA: 4:29 - loss: 560.9130 - logits_profile_predictions_loss: 535.0117 - logcount_predictions_loss: 0.7215 3/1728 [..............................] - ETA: 4:28 - loss: 573.4853 - logits_profile_predictions_loss: 546.4094 - logcount_predictions_loss: 0.7542 4/1728 [..............................] - ETA: 4:28 - loss: 587.7812 - logits_profile_predictions_loss: 559.4029 - logcount_predictions_loss: 0.7905 5/1728 [..............................] - ETA: 4:29 - loss: 597.9464 - logits_profile_predictions_loss: 568.9732 - logcount_predictions_loss: 0.8071 6/1728 [..............................] - ETA: 4:28 - loss: 601.6256 - logits_profile_predictions_loss: 572.3758 - logcount_predictions_loss: 0.8148 7/1728 [..............................] - ETA: 4:28 - loss: 605.8943 - logits_profile_predictions_loss: 576.5670 - logcount_predictions_loss: 0.8169 8/1728 [..............................] - ETA: 4:28 - loss: 608.2754 - logits_profile_predictions_loss: 578.8877 - logcount_predictions_loss: 0.8186 9/1728 [..............................] - ETA: 4:28 - loss: 611.2285 - logits_profile_predictions_loss: 581.7425 - logcount_predictions_loss: 0.8213 10/1728 [..............................] - ETA: 4:28 - loss: 613.4425 - logits_profile_predictions_loss: 583.8914 - logcount_predictions_loss: 0.8232 11/1728 [..............................] - ETA: 4:28 - loss: 614.7377 - logits_profile_predictions_loss: 585.1059 - logcount_predictions_loss: 0.8254 12/1728 [..............................] - ETA: 4:28 - loss: 615.7697 - logits_profile_predictions_loss: 585.9014 - logcount_predictions_loss: 0.8320 13/1728 [..............................] - ETA: 4:28 - loss: 616.7916 - logits_profile_predictions_loss: 586.6907 - logcount_predictions_loss: 0.8385 14/1728 [..............................] - ETA: 4:27 - loss: 617.1400 - logits_profile_predictions_loss: 586.8517 - logcount_predictions_loss: 0.8437 15/1728 [..............................] - ETA: 4:27 - loss: 617.0444 - logits_profile_predictions_loss: 586.5874 - logcount_predictions_loss: 0.8484 16/1728 [..............................] - ETA: 4:27 - loss: 617.2438 - logits_profile_predictions_loss: 586.6344 - logcount_predictions_loss: 0.8526 17/1728 [..............................] - ETA: 4:27 - loss: 617.2854 - logits_profile_predictions_loss: 586.5584 - logcount_predictions_loss: 0.8559 18/1728 [..............................] - ETA: 4:27 - loss: 617.4244 - logits_profile_predictions_loss: 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32/1728 [..............................] - ETA: 4:25 - loss: 617.0746 - logits_profile_predictions_loss: 585.5395 - logcount_predictions_loss: 0.8784 33/1728 [..............................] - ETA: 4:24 - loss: 616.9668 - logits_profile_predictions_loss: 585.4104 - logcount_predictions_loss: 0.8790 34/1728 [..............................] - ETA: 4:24 - loss: 616.8469 - logits_profile_predictions_loss: 585.2721 - logcount_predictions_loss: 0.8795 35/1728 [..............................] - ETA: 4:24 - loss: 616.6922 - logits_profile_predictions_loss: 585.1040 - logcount_predictions_loss: 0.8799 36/1728 [..............................] - ETA: 4:24 - loss: 616.5003 - logits_profile_predictions_loss: 584.9059 - logcount_predictions_loss: 0.8801 37/1728 [..............................] - ETA: 4:24 - loss: 616.3349 - logits_profile_predictions_loss: 584.7264 - logcount_predictions_loss: 0.8805 38/1728 [..............................] - ETA: 4:24 - loss: 616.2187 - logits_profile_predictions_loss: 584.5975 - logcount_predictions_loss: 0.8808 39/1728 [..............................] - ETA: 4:24 - loss: 616.1857 - logits_profile_predictions_loss: 584.5538 - logcount_predictions_loss: 0.8811 40/1728 [..............................] - ETA: 4:23 - loss: 616.1499 - logits_profile_predictions_loss: 584.5140 - logcount_predictions_loss: 0.8812 41/1728 [..............................] - ETA: 4:23 - loss: 616.1192 - logits_profile_predictions_loss: 584.4839 - logcount_predictions_loss: 0.8812 42/1728 [..............................] - ETA: 4:23 - loss: 616.0191 - logits_profile_predictions_loss: 584.3845 - logcount_predictions_loss: 0.8812 43/1728 [..............................] - ETA: 4:23 - loss: 615.8581 - logits_profile_predictions_loss: 584.2241 - logcount_predictions_loss: 0.8812 44/1728 [..............................] - ETA: 4:23 - loss: 615.6846 - logits_profile_predictions_loss: 584.0508 - logcount_predictions_loss: 0.8812 45/1728 [..............................] - ETA: 4:23 - loss: 615.5709 - logits_profile_predictions_loss: 583.9389 - logcount_predictions_loss: 0.8811 46/1728 [..............................] - ETA: 4:23 - loss: 615.4508 - logits_profile_predictions_loss: 583.8205 - logcount_predictions_loss: 0.8811 47/1728 [..............................] - ETA: 4:22 - loss: 615.3800 - logits_profile_predictions_loss: 583.7510 - logcount_predictions_loss: 0.8810 48/1728 [..............................] - ETA: 4:22 - loss: 615.2784 - logits_profile_predictions_loss: 583.6480 - logcount_predictions_loss: 0.8811 49/1728 [..............................] - ETA: 4:22 - loss: 615.1552 - logits_profile_predictions_loss: 583.5249 - logcount_predictions_loss: 0.8811 50/1728 [..............................] - ETA: 4:22 - loss: 615.0656 - logits_profile_predictions_loss: 583.4332 - logcount_predictions_loss: 0.8811 51/1728 [..............................] - ETA: 4:22 - loss: 614.9867 - logits_profile_predictions_loss: 583.3512 - logcount_predictions_loss: 0.8812 52/1728 [..............................] - ETA: 4:22 - loss: 614.8986 - logits_profile_predictions_loss: 583.2610 - logcount_predictions_loss: 0.8813 53/1728 [..............................] - ETA: 4:21 - loss: 614.7881 - logits_profile_predictions_loss: 583.1504 - logcount_predictions_loss: 0.8813 54/1728 [..............................] - ETA: 4:21 - loss: 614.6596 - logits_profile_predictions_loss: 583.0228 - logcount_predictions_loss: 0.8812 55/1728 [..............................] - ETA: 4:21 - loss: 614.5310 - logits_profile_predictions_loss: 582.8948 - logcount_predictions_loss: 0.8812 56/1728 [..............................] - ETA: 4:21 - loss: 614.3817 - logits_profile_predictions_loss: 582.7466 - logcount_predictions_loss: 0.8812 57/1728 [..............................] - ETA: 4:21 - loss: 614.2010 - logits_profile_predictions_loss: 582.5684 - logcount_predictions_loss: 0.8811 58/1728 [>.............................] - ETA: 4:21 - 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[====>.........................] - ETA: 3:38 - loss: 607.5001 - logits_profile_predictions_loss: 576.8791 - logcount_predictions_loss: 0.8529 333/1728 [====>.........................] - ETA: 3:38 - loss: 607.5070 - logits_profile_predictions_loss: 576.8880 - logcount_predictions_loss: 0.8529 334/1728 [====>.........................] - ETA: 3:38 - loss: 607.5131 - logits_profile_predictions_loss: 576.8963 - logcount_predictions_loss: 0.8528 335/1728 [====>.........................] - ETA: 3:38 - loss: 607.5192 - logits_profile_predictions_loss: 576.9044 - logcount_predictions_loss: 0.8528 336/1728 [====>.........................] - ETA: 3:38 - loss: 607.5257 - logits_profile_predictions_loss: 576.9129 - logcount_predictions_loss: 0.8527 337/1728 [====>.........................] - ETA: 3:38 - loss: 607.5324 - logits_profile_predictions_loss: 576.9217 - logcount_predictions_loss: 0.8527 338/1728 [====>.........................] - ETA: 3:37 - loss: 607.5391 - 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val_logcount_predictions_loss: 1.1527 Epoch 00014: val_loss did not improve from 737.30536 Epoch 15/50 1/1728 [..............................] - ETA: 6:46 - loss: 512.3192 - logits_profile_predictions_loss: 486.3513 - logcount_predictions_loss: 0.7233 2/1728 [..............................] - ETA: 4:53 - loss: 548.6501 - logits_profile_predictions_loss: 523.7904 - logcount_predictions_loss: 0.6925 3/1728 [..............................] - ETA: 4:41 - loss: 564.3109 - logits_profile_predictions_loss: 539.3905 - logcount_predictions_loss: 0.6942 4/1728 [..............................] - ETA: 4:37 - loss: 570.3210 - logits_profile_predictions_loss: 545.2051 - logcount_predictions_loss: 0.6996 5/1728 [..............................] - ETA: 4:35 - loss: 571.7982 - logits_profile_predictions_loss: 546.2153 - logcount_predictions_loss: 0.7126 6/1728 [..............................] - ETA: 4:34 - loss: 572.9609 - logits_profile_predictions_loss: 547.0668 - logcount_predictions_loss: 0.7213 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logits_profile_predictions_loss: 566.9049 - logcount_predictions_loss: 0.6955 1726/1728 [============================>.] - ETA: 0s - loss: 591.8683 - logits_profile_predictions_loss: 566.9014 - logcount_predictions_loss: 0.6955 1727/1728 [============================>.] - ETA: 0s - loss: 591.8645 - logits_profile_predictions_loss: 566.8979 - logcount_predictions_loss: 0.6954 1728/1728 [==============================] - ETA: 0s - loss: 591.8608 - logits_profile_predictions_loss: 566.8943 - logcount_predictions_loss: 0.6954 1728/1728 [==============================] - 285s 165ms/step - loss: 591.8570 - logits_profile_predictions_loss: 566.8908 - logcount_predictions_loss: 0.6954 - val_loss: 734.2518 - val_logits_profile_predictions_loss: 694.0457 - val_logcount_predictions_loss: 1.1199 Epoch 00015: val_loss improved from 737.30536 to 734.25177, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15/chrombpnet.h5 Epoch 16/50 1/1728 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logits_profile_predictions_loss: 550.3991 - logcount_predictions_loss: 0.6401 218/1728 [==>...........................] - ETA: 3:57 - loss: 573.3672 - logits_profile_predictions_loss: 550.3872 - logcount_predictions_loss: 0.6401 219/1728 [==>...........................] - ETA: 3:57 - loss: 573.3561 - logits_profile_predictions_loss: 550.3765 - logcount_predictions_loss: 0.6401 220/1728 [==>...........................] - ETA: 3:57 - loss: 573.3485 - logits_profile_predictions_loss: 550.3692 - logcount_predictions_loss: 0.6401 221/1728 [==>...........................] - ETA: 3:57 - loss: 573.3419 - logits_profile_predictions_loss: 550.3631 - logcount_predictions_loss: 0.6401 222/1728 [==>...........................] - ETA: 3:57 - loss: 573.3374 - logits_profile_predictions_loss: 550.3591 - logcount_predictions_loss: 0.6401 223/1728 [==>...........................] - ETA: 3:57 - loss: 573.3338 - logits_profile_predictions_loss: 550.3560 - logcount_predictions_loss: 0.6401 224/1728 [==>...........................] - ETA: 3:56 - loss: 573.3326 - logits_profile_predictions_loss: 550.3554 - logcount_predictions_loss: 0.6400 225/1728 [==>...........................] - ETA: 3:56 - loss: 573.3309 - logits_profile_predictions_loss: 550.3547 - logcount_predictions_loss: 0.6400 226/1728 [==>...........................] - ETA: 3:56 - loss: 573.3284 - logits_profile_predictions_loss: 550.3532 - logcount_predictions_loss: 0.6400 227/1728 [==>...........................] - ETA: 3:56 - loss: 573.3254 - logits_profile_predictions_loss: 550.3511 - logcount_predictions_loss: 0.6400 228/1728 [==>...........................] - ETA: 3:56 - loss: 573.3213 - logits_profile_predictions_loss: 550.3478 - logcount_predictions_loss: 0.6399 229/1728 [==>...........................] - ETA: 3:56 - loss: 573.3165 - logits_profile_predictions_loss: 550.3435 - logcount_predictions_loss: 0.6399 230/1728 [==>...........................] - ETA: 3:56 - loss: 573.3110 - logits_profile_predictions_loss: 550.3386 - logcount_predictions_loss: 0.6399 231/1728 [===>..........................] - ETA: 3:55 - loss: 573.3063 - logits_profile_predictions_loss: 550.3344 - logcount_predictions_loss: 0.6399 232/1728 [===>..........................] - ETA: 3:55 - loss: 573.3008 - logits_profile_predictions_loss: 550.3295 - logcount_predictions_loss: 0.6399 233/1728 [===>..........................] - ETA: 3:55 - loss: 573.2946 - logits_profile_predictions_loss: 550.3240 - logcount_predictions_loss: 0.6399 234/1728 [===>..........................] - ETA: 3:55 - loss: 573.2882 - logits_profile_predictions_loss: 550.3183 - logcount_predictions_loss: 0.6398 235/1728 [===>..........................] - ETA: 3:55 - loss: 573.2835 - logits_profile_predictions_loss: 550.3142 - logcount_predictions_loss: 0.6398 236/1728 [===>..........................] - ETA: 3:55 - loss: 573.2792 - logits_profile_predictions_loss: 550.3108 - logcount_predictions_loss: 0.6398 237/1728 [===>..........................] - ETA: 3:54 - loss: 573.2740 - logits_profile_predictions_loss: 550.3063 - logcount_predictions_loss: 0.6398 238/1728 [===>..........................] - ETA: 3:54 - loss: 573.2691 - logits_profile_predictions_loss: 550.3021 - logcount_predictions_loss: 0.6398 239/1728 [===>..........................] - ETA: 3:54 - loss: 573.2647 - logits_profile_predictions_loss: 550.2987 - logcount_predictions_loss: 0.6397 240/1728 [===>..........................] - ETA: 3:54 - loss: 573.2605 - logits_profile_predictions_loss: 550.2954 - logcount_predictions_loss: 0.6397 241/1728 [===>..........................] - ETA: 3:54 - loss: 573.2545 - logits_profile_predictions_loss: 550.2905 - logcount_predictions_loss: 0.6397 242/1728 [===>..........................] - ETA: 3:54 - loss: 573.2504 - logits_profile_predictions_loss: 550.2875 - logcount_predictions_loss: 0.6396 243/1728 [===>..........................] - ETA: 3:54 - loss: 573.2458 - logits_profile_predictions_loss: 550.2839 - logcount_predictions_loss: 0.6396 244/1728 [===>..........................] - ETA: 3:53 - loss: 573.2413 - logits_profile_predictions_loss: 550.2804 - logcount_predictions_loss: 0.6396 245/1728 [===>..........................] - ETA: 3:53 - loss: 573.2377 - logits_profile_predictions_loss: 550.2779 - logcount_predictions_loss: 0.6396 246/1728 [===>..........................] - ETA: 3:53 - loss: 573.2346 - logits_profile_predictions_loss: 550.2758 - logcount_predictions_loss: 0.6395 247/1728 [===>..........................] - ETA: 3:53 - loss: 573.2323 - logits_profile_predictions_loss: 550.2745 - logcount_predictions_loss: 0.6395 248/1728 [===>..........................] - ETA: 3:53 - loss: 573.2298 - logits_profile_predictions_loss: 550.2730 - logcount_predictions_loss: 0.6395 249/1728 [===>..........................] - ETA: 3:53 - loss: 573.2255 - logits_profile_predictions_loss: 550.2695 - logcount_predictions_loss: 0.6394 250/1728 [===>..........................] - ETA: 3:52 - loss: 573.2211 - logits_profile_predictions_loss: 550.2661 - logcount_predictions_loss: 0.6394 251/1728 [===>..........................] - ETA: 3:52 - loss: 573.2148 - logits_profile_predictions_loss: 550.2610 - logcount_predictions_loss: 0.6394 252/1728 [===>..........................] - ETA: 3:52 - loss: 573.2085 - logits_profile_predictions_loss: 550.2559 - logcount_predictions_loss: 0.6394 253/1728 [===>..........................] - ETA: 3:52 - loss: 573.2026 - logits_profile_predictions_loss: 550.2511 - logcount_predictions_loss: 0.6393 254/1728 [===>..........................] - ETA: 3:52 - loss: 573.1972 - logits_profile_predictions_loss: 550.2467 - logcount_predictions_loss: 0.6393 255/1728 [===>..........................] - ETA: 3:52 - loss: 573.1919 - logits_profile_predictions_loss: 550.2427 - logcount_predictions_loss: 0.6393 256/1728 [===>..........................] - ETA: 3:51 - loss: 573.1858 - logits_profile_predictions_loss: 550.2379 - logcount_predictions_loss: 0.6392 257/1728 [===>..........................] - ETA: 3:51 - loss: 573.1790 - logits_profile_predictions_loss: 550.2324 - logcount_predictions_loss: 0.6392 258/1728 [===>..........................] - ETA: 3:51 - loss: 573.1717 - logits_profile_predictions_loss: 550.2264 - logcount_predictions_loss: 0.6391 259/1728 [===>..........................] - ETA: 3:51 - loss: 573.1650 - logits_profile_predictions_loss: 550.2211 - logcount_predictions_loss: 0.6391 260/1728 [===>..........................] - ETA: 3:51 - loss: 573.1582 - logits_profile_predictions_loss: 550.2157 - logcount_predictions_loss: 0.6391 261/1728 [===>..........................] - ETA: 3:51 - loss: 573.1516 - logits_profile_predictions_loss: 550.2104 - logcount_predictions_loss: 0.6390 262/1728 [===>..........................] - ETA: 3:51 - loss: 573.1434 - logits_profile_predictions_loss: 550.2035 - logcount_predictions_loss: 0.6390 263/1728 [===>..........................] - ETA: 3:50 - loss: 573.1348 - logits_profile_predictions_loss: 550.1961 - logcount_predictions_loss: 0.6390 264/1728 [===>..........................] - ETA: 3:50 - loss: 573.1274 - logits_profile_predictions_loss: 550.1900 - logcount_predictions_loss: 0.6389 265/1728 [===>..........................] - ETA: 3:50 - loss: 573.1213 - logits_profile_predictions_loss: 550.1851 - logcount_predictions_loss: 0.6389 266/1728 [===>..........................] - ETA: 3:50 - loss: 573.1155 - logits_profile_predictions_loss: 550.1806 - logcount_predictions_loss: 0.6389 267/1728 [===>..........................] - ETA: 3:50 - loss: 573.1107 - logits_profile_predictions_loss: 550.1770 - logcount_predictions_loss: 0.6388 268/1728 [===>..........................] - ETA: 3:50 - loss: 573.1058 - logits_profile_predictions_loss: 550.1732 - logcount_predictions_loss: 0.6388 269/1728 [===>..........................] - ETA: 3:49 - loss: 573.1011 - logits_profile_predictions_loss: 550.1696 - logcount_predictions_loss: 0.6388 270/1728 [===>..........................] - ETA: 3:49 - loss: 573.0952 - logits_profile_predictions_loss: 550.1647 - logcount_predictions_loss: 0.6387 271/1728 [===>..........................] - ETA: 3:49 - loss: 573.0914 - logits_profile_predictions_loss: 550.1619 - logcount_predictions_loss: 0.6387 272/1728 [===>..........................] - ETA: 3:49 - loss: 573.0878 - logits_profile_predictions_loss: 550.1592 - logcount_predictions_loss: 0.6387 273/1728 [===>..........................] - ETA: 3:49 - loss: 573.0832 - logits_profile_predictions_loss: 550.1554 - logcount_predictions_loss: 0.6387 274/1728 [===>..........................] - ETA: 3:49 - loss: 573.0789 - logits_profile_predictions_loss: 550.1520 - logcount_predictions_loss: 0.6386 275/1728 [===>..........................] - ETA: 3:48 - loss: 573.0751 - logits_profile_predictions_loss: 550.1492 - logcount_predictions_loss: 0.6386 276/1728 [===>..........................] - ETA: 3:48 - loss: 573.0706 - logits_profile_predictions_loss: 550.1456 - logcount_predictions_loss: 0.6386 277/1728 [===>..........................] - ETA: 3:48 - loss: 573.0659 - logits_profile_predictions_loss: 550.1419 - logcount_predictions_loss: 0.6386 278/1728 [===>..........................] - ETA: 3:48 - loss: 573.0609 - logits_profile_predictions_loss: 550.1379 - logcount_predictions_loss: 0.6385 279/1728 [===>..........................] - ETA: 3:48 - loss: 573.0565 - logits_profile_predictions_loss: 550.1345 - logcount_predictions_loss: 0.6385 280/1728 [===>..........................] - ETA: 3:48 - loss: 573.0530 - logits_profile_predictions_loss: 550.1319 - logcount_predictions_loss: 0.6385 281/1728 [===>..........................] - ETA: 3:48 - loss: 573.0500 - logits_profile_predictions_loss: 550.1300 - logcount_predictions_loss: 0.6384 282/1728 [===>..........................] - ETA: 3:47 - loss: 573.0469 - logits_profile_predictions_loss: 550.1278 - logcount_predictions_loss: 0.6384 283/1728 [===>..........................] - ETA: 3:47 - loss: 573.0436 - logits_profile_predictions_loss: 550.1255 - logcount_predictions_loss: 0.6384 284/1728 [===>..........................] - ETA: 3:47 - loss: 573.0394 - logits_profile_predictions_loss: 550.1225 - logcount_predictions_loss: 0.6384 285/1728 [===>..........................] - ETA: 3:47 - loss: 573.0351 - logits_profile_predictions_loss: 550.1193 - logcount_predictions_loss: 0.6383 286/1728 [===>..........................] - ETA: 3:47 - loss: 573.0303 - logits_profile_predictions_loss: 550.1157 - logcount_predictions_loss: 0.6383 287/1728 [===>..........................] - ETA: 3:47 - loss: 573.0258 - logits_profile_predictions_loss: 550.1124 - logcount_predictions_loss: 0.6383 288/1728 [====>.........................] - ETA: 3:46 - loss: 573.0211 - logits_profile_predictions_loss: 550.1086 - logcount_predictions_loss: 0.6382 289/1728 [====>.........................] - ETA: 3:46 - loss: 573.0162 - logits_profile_predictions_loss: 550.1048 - logcount_predictions_loss: 0.6382 290/1728 [====>.........................] - ETA: 3:46 - loss: 573.0106 - logits_profile_predictions_loss: 550.1002 - logcount_predictions_loss: 0.6382 291/1728 [====>.........................] - ETA: 3:46 - loss: 573.0041 - logits_profile_predictions_loss: 550.0947 - logcount_predictions_loss: 0.6381 292/1728 [====>.........................] - ETA: 3:46 - loss: 572.9977 - logits_profile_predictions_loss: 550.0893 - logcount_predictions_loss: 0.6381 293/1728 [====>.........................] - ETA: 3:46 - loss: 572.9922 - logits_profile_predictions_loss: 550.0849 - logcount_predictions_loss: 0.6381 294/1728 [====>.........................] - ETA: 3:46 - loss: 572.9877 - logits_profile_predictions_loss: 550.0816 - logcount_predictions_loss: 0.6381 295/1728 [====>.........................] - ETA: 3:45 - loss: 572.9843 - logits_profile_predictions_loss: 550.0794 - logcount_predictions_loss: 0.6380 296/1728 [====>.........................] - ETA: 3:45 - loss: 572.9817 - logits_profile_predictions_loss: 550.0781 - logcount_predictions_loss: 0.6380 297/1728 [====>.........................] - ETA: 3:45 - loss: 572.9792 - logits_profile_predictions_loss: 550.0769 - logcount_predictions_loss: 0.6379 298/1728 [====>.........................] - ETA: 3:45 - loss: 572.9776 - logits_profile_predictions_loss: 550.0765 - logcount_predictions_loss: 0.6379 299/1728 [====>.........................] - ETA: 3:45 - loss: 572.9759 - logits_profile_predictions_loss: 550.0761 - logcount_predictions_loss: 0.6379 300/1728 [====>.........................] - ETA: 3:45 - loss: 572.9736 - logits_profile_predictions_loss: 550.0751 - logcount_predictions_loss: 0.6378 301/1728 [====>.........................] - ETA: 3:44 - loss: 572.9705 - logits_profile_predictions_loss: 550.0731 - logcount_predictions_loss: 0.6378 302/1728 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logits_profile_predictions_loss: 550.0669 - logcount_predictions_loss: 0.6376 309/1728 [====>.........................] - ETA: 3:43 - loss: 572.9546 - logits_profile_predictions_loss: 550.0668 - logcount_predictions_loss: 0.6375 310/1728 [====>.........................] - ETA: 3:43 - loss: 572.9541 - logits_profile_predictions_loss: 550.0674 - logcount_predictions_loss: 0.6375 311/1728 [====>.........................] - ETA: 3:43 - loss: 572.9534 - logits_profile_predictions_loss: 550.0677 - logcount_predictions_loss: 0.6375 312/1728 [====>.........................] - ETA: 3:43 - loss: 572.9525 - logits_profile_predictions_loss: 550.0679 - logcount_predictions_loss: 0.6375 313/1728 [====>.........................] - ETA: 3:43 - loss: 572.9509 - logits_profile_predictions_loss: 550.0672 - logcount_predictions_loss: 0.6374 314/1728 [====>.........................] - ETA: 3:42 - loss: 572.9498 - logits_profile_predictions_loss: 550.0672 - logcount_predictions_loss: 0.6374 315/1728 [====>.........................] - ETA: 3:42 - loss: 572.9499 - logits_profile_predictions_loss: 550.0683 - logcount_predictions_loss: 0.6374 316/1728 [====>.........................] - ETA: 3:42 - loss: 572.9495 - logits_profile_predictions_loss: 550.0689 - logcount_predictions_loss: 0.6373 317/1728 [====>.........................] - ETA: 3:42 - loss: 572.9491 - logits_profile_predictions_loss: 550.0694 - logcount_predictions_loss: 0.6373 318/1728 [====>.........................] - ETA: 3:42 - loss: 572.9484 - logits_profile_predictions_loss: 550.0697 - logcount_predictions_loss: 0.6373 319/1728 [====>.........................] - ETA: 3:42 - loss: 572.9488 - logits_profile_predictions_loss: 550.0711 - logcount_predictions_loss: 0.6373 320/1728 [====>.........................] - ETA: 3:41 - loss: 572.9498 - logits_profile_predictions_loss: 550.0731 - logcount_predictions_loss: 0.6372 321/1728 [====>.........................] - ETA: 3:41 - loss: 572.9508 - logits_profile_predictions_loss: 550.0750 - logcount_predictions_loss: 0.6372 322/1728 [====>.........................] - ETA: 3:41 - loss: 572.9524 - logits_profile_predictions_loss: 550.0776 - logcount_predictions_loss: 0.6372 323/1728 [====>.........................] - ETA: 3:41 - loss: 572.9541 - logits_profile_predictions_loss: 550.0802 - logcount_predictions_loss: 0.6372 324/1728 [====>.........................] - ETA: 3:41 - loss: 572.9559 - logits_profile_predictions_loss: 550.0828 - logcount_predictions_loss: 0.6371 325/1728 [====>.........................] - ETA: 3:41 - loss: 572.9582 - logits_profile_predictions_loss: 550.0859 - logcount_predictions_loss: 0.6371 326/1728 [====>.........................] - ETA: 3:41 - loss: 572.9604 - logits_profile_predictions_loss: 550.0889 - logcount_predictions_loss: 0.6371 327/1728 [====>.........................] - ETA: 3:40 - loss: 572.9626 - logits_profile_predictions_loss: 550.0920 - logcount_predictions_loss: 0.6371 328/1728 [====>.........................] - ETA: 3:40 - loss: 572.9645 - logits_profile_predictions_loss: 550.0946 - logcount_predictions_loss: 0.6370 329/1728 [====>.........................] - ETA: 3:40 - loss: 572.9656 - logits_profile_predictions_loss: 550.0965 - logcount_predictions_loss: 0.6370 330/1728 [====>.........................] - ETA: 3:40 - loss: 572.9676 - logits_profile_predictions_loss: 550.0992 - logcount_predictions_loss: 0.6370 331/1728 [====>.........................] - ETA: 3:40 - loss: 572.9708 - logits_profile_predictions_loss: 550.1030 - logcount_predictions_loss: 0.6370 332/1728 [====>.........................] - ETA: 3:40 - loss: 572.9737 - logits_profile_predictions_loss: 550.1066 - logcount_predictions_loss: 0.6370 333/1728 [====>.........................] - ETA: 3:39 - loss: 572.9763 - logits_profile_predictions_loss: 550.1097 - logcount_predictions_loss: 0.6370 334/1728 [====>.........................] - ETA: 3:39 - loss: 572.9781 - logits_profile_predictions_loss: 550.1121 - logcount_predictions_loss: 0.6369 335/1728 [====>.........................] - ETA: 3:39 - loss: 572.9792 - logits_profile_predictions_loss: 550.1139 - logcount_predictions_loss: 0.6369 336/1728 [====>.........................] - ETA: 3:39 - loss: 572.9797 - logits_profile_predictions_loss: 550.1151 - logcount_predictions_loss: 0.6369 337/1728 [====>.........................] - ETA: 3:39 - loss: 572.9811 - logits_profile_predictions_loss: 550.1172 - logcount_predictions_loss: 0.6369 338/1728 [====>.........................] - ETA: 3:39 - loss: 572.9830 - logits_profile_predictions_loss: 550.1199 - logcount_predictions_loss: 0.6369 339/1728 [====>.........................] - ETA: 3:39 - loss: 572.9853 - logits_profile_predictions_loss: 550.1228 - logcount_predictions_loss: 0.6368 340/1728 [====>.........................] - ETA: 3:38 - loss: 572.9875 - logits_profile_predictions_loss: 550.1256 - logcount_predictions_loss: 0.6368 341/1728 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[==============================] - ETA: 0s - loss: 565.1882 - logits_profile_predictions_loss: 544.6553 - logcount_predictions_loss: 0.5719 1728/1728 [==============================] - 285s 165ms/step - loss: 565.1882 - logits_profile_predictions_loss: 544.6553 - logcount_predictions_loss: 0.5719 - val_loss: 737.4317 - val_logits_profile_predictions_loss: 696.7261 - val_logcount_predictions_loss: 1.1339 Epoch 00017: val_loss did not improve from 734.25177 Epoch 18/50 1/1728 [..............................] - ETA: 6:06 - loss: 529.4191 - logits_profile_predictions_loss: 517.3516 - logcount_predictions_loss: 0.3361 2/1728 [..............................] - ETA: 4:42 - loss: 521.1235 - logits_profile_predictions_loss: 508.9677 - logcount_predictions_loss: 0.3386 3/1728 [..............................] - ETA: 4:36 - loss: 522.0948 - logits_profile_predictions_loss: 508.4012 - logcount_predictions_loss: 0.3814 4/1728 [..............................] - ETA: 4:33 - loss: 520.8171 - logits_profile_predictions_loss: 506.1985 - logcount_predictions_loss: 0.4072 5/1728 [..............................] - ETA: 4:33 - loss: 523.2818 - logits_profile_predictions_loss: 507.7032 - logcount_predictions_loss: 0.4339 6/1728 [..............................] - ETA: 4:32 - loss: 524.7457 - logits_profile_predictions_loss: 508.1310 - logcount_predictions_loss: 0.4628 7/1728 [..............................] - ETA: 4:31 - loss: 525.4745 - logits_profile_predictions_loss: 508.2227 - logcount_predictions_loss: 0.4806 8/1728 [..............................] - ETA: 4:31 - loss: 526.6108 - logits_profile_predictions_loss: 508.9292 - logcount_predictions_loss: 0.4925 9/1728 [..............................] - ETA: 4:31 - loss: 527.4695 - logits_profile_predictions_loss: 509.4853 - logcount_predictions_loss: 0.5010 10/1728 [..............................] - ETA: 4:30 - loss: 527.5161 - logits_profile_predictions_loss: 509.3466 - logcount_predictions_loss: 0.5061 11/1728 [..............................] - ETA: 4:30 - loss: 527.4666 - logits_profile_predictions_loss: 509.1739 - logcount_predictions_loss: 0.5095 12/1728 [..............................] - ETA: 4:30 - loss: 528.2476 - logits_profile_predictions_loss: 509.8742 - logcount_predictions_loss: 0.5118 13/1728 [..............................] - ETA: 4:30 - loss: 528.5311 - logits_profile_predictions_loss: 510.1249 - logcount_predictions_loss: 0.5127 14/1728 [..............................] - ETA: 4:29 - loss: 529.1644 - logits_profile_predictions_loss: 510.7415 - logcount_predictions_loss: 0.5132 15/1728 [..............................] - ETA: 4:29 - loss: 530.1464 - logits_profile_predictions_loss: 511.7109 - logcount_predictions_loss: 0.5135 16/1728 [..............................] - ETA: 4:29 - loss: 530.8978 - logits_profile_predictions_loss: 512.4571 - logcount_predictions_loss: 0.5137 17/1728 [..............................] - ETA: 4:29 - loss: 531.6742 - logits_profile_predictions_loss: 513.2042 - logcount_predictions_loss: 0.5145 18/1728 [..............................] - ETA: 4:29 - loss: 532.2748 - logits_profile_predictions_loss: 513.7890 - logcount_predictions_loss: 0.5149 19/1728 [..............................] - ETA: 4:28 - loss: 532.6988 - logits_profile_predictions_loss: 514.1990 - logcount_predictions_loss: 0.5153 20/1728 [..............................] - ETA: 4:28 - loss: 532.9705 - logits_profile_predictions_loss: 514.4592 - logcount_predictions_loss: 0.5156 21/1728 [..............................] - ETA: 4:28 - loss: 533.3102 - logits_profile_predictions_loss: 514.7909 - logcount_predictions_loss: 0.5159 22/1728 [..............................] - ETA: 4:28 - loss: 533.5142 - logits_profile_predictions_loss: 514.9931 - logcount_predictions_loss: 0.5159 23/1728 [..............................] - ETA: 4:28 - loss: 533.7508 - logits_profile_predictions_loss: 515.2314 - logcount_predictions_loss: 0.5159 24/1728 [..............................] - ETA: 4:28 - loss: 534.0142 - logits_profile_predictions_loss: 515.4923 - logcount_predictions_loss: 0.5159 25/1728 [..............................] - ETA: 4:27 - loss: 534.2703 - logits_profile_predictions_loss: 515.7349 - logcount_predictions_loss: 0.5163 26/1728 [..............................] - ETA: 4:27 - loss: 534.6593 - logits_profile_predictions_loss: 516.1130 - logcount_predictions_loss: 0.5166 27/1728 [..............................] - ETA: 4:27 - loss: 535.1163 - logits_profile_predictions_loss: 516.5556 - logcount_predictions_loss: 0.5170 28/1728 [..............................] - ETA: 4:27 - loss: 535.4167 - logits_profile_predictions_loss: 516.8427 - logcount_predictions_loss: 0.5174 29/1728 [..............................] - ETA: 4:27 - loss: 535.8282 - logits_profile_predictions_loss: 517.2496 - logcount_predictions_loss: 0.5175 30/1728 [..............................] - ETA: 4:27 - loss: 536.2388 - logits_profile_predictions_loss: 517.6626 - logcount_predictions_loss: 0.5174 31/1728 [..............................] - ETA: 4:26 - loss: 536.6403 - logits_profile_predictions_loss: 518.0662 - logcount_predictions_loss: 0.5174 32/1728 [..............................] - ETA: 4:26 - loss: 536.9884 - logits_profile_predictions_loss: 518.4139 - logcount_predictions_loss: 0.5174 33/1728 [..............................] - ETA: 4:26 - loss: 537.3808 - logits_profile_predictions_loss: 518.8031 - logcount_predictions_loss: 0.5175 34/1728 [..............................] - ETA: 4:26 - loss: 537.7415 - logits_profile_predictions_loss: 519.1623 - logcount_predictions_loss: 0.5175 35/1728 [..............................] - ETA: 4:26 - loss: 538.1111 - logits_profile_predictions_loss: 519.5292 - logcount_predictions_loss: 0.5176 36/1728 [..............................] - ETA: 4:26 - loss: 538.4584 - logits_profile_predictions_loss: 519.8729 - logcount_predictions_loss: 0.5177 37/1728 [..............................] - ETA: 4:25 - loss: 538.7869 - logits_profile_predictions_loss: 520.1994 - logcount_predictions_loss: 0.5178 38/1728 [..............................] - ETA: 4:25 - loss: 539.1174 - logits_profile_predictions_loss: 520.5259 - logcount_predictions_loss: 0.5179 39/1728 [..............................] - ETA: 4:25 - loss: 539.4111 - logits_profile_predictions_loss: 520.8131 - logcount_predictions_loss: 0.5180 40/1728 [..............................] - ETA: 4:25 - loss: 539.7484 - logits_profile_predictions_loss: 521.1437 - logcount_predictions_loss: 0.5182 41/1728 [..............................] - ETA: 4:25 - loss: 539.9967 - logits_profile_predictions_loss: 521.3855 - logcount_predictions_loss: 0.5184 42/1728 [..............................] - ETA: 4:25 - loss: 540.2398 - logits_profile_predictions_loss: 521.6219 - logcount_predictions_loss: 0.5186 43/1728 [..............................] - ETA: 4:24 - loss: 540.4584 - logits_profile_predictions_loss: 521.8351 - logcount_predictions_loss: 0.5188 44/1728 [..............................] - ETA: 4:24 - loss: 540.6544 - logits_profile_predictions_loss: 522.0233 - logcount_predictions_loss: 0.5190 45/1728 [..............................] - ETA: 4:24 - loss: 540.8071 - logits_profile_predictions_loss: 522.1629 - logcount_predictions_loss: 0.5193 46/1728 [..............................] - ETA: 4:24 - loss: 540.9447 - logits_profile_predictions_loss: 522.2874 - logcount_predictions_loss: 0.5197 47/1728 [..............................] - ETA: 4:24 - loss: 541.1355 - logits_profile_predictions_loss: 522.4630 - logcount_predictions_loss: 0.5201 48/1728 [..............................] - ETA: 4:24 - loss: 541.3098 - logits_profile_predictions_loss: 522.6213 - logcount_predictions_loss: 0.5206 49/1728 [..............................] - ETA: 4:24 - loss: 541.4669 - logits_profile_predictions_loss: 522.7617 - logcount_predictions_loss: 0.5210 50/1728 [..............................] - ETA: 4:23 - loss: 541.5961 - logits_profile_predictions_loss: 522.8753 - logcount_predictions_loss: 0.5215 51/1728 [..............................] - ETA: 4:23 - loss: 541.7226 - logits_profile_predictions_loss: 522.9864 - logcount_predictions_loss: 0.5219 52/1728 [..............................] - ETA: 4:23 - loss: 541.8609 - logits_profile_predictions_loss: 523.1105 - logcount_predictions_loss: 0.5223 53/1728 [..............................] - ETA: 4:23 - loss: 542.0025 - logits_profile_predictions_loss: 523.2372 - logcount_predictions_loss: 0.5227 54/1728 [..............................] - ETA: 4:23 - loss: 542.1442 - logits_profile_predictions_loss: 523.3660 - logcount_predictions_loss: 0.5231 55/1728 [..............................] - ETA: 4:23 - loss: 542.2644 - logits_profile_predictions_loss: 523.4764 - logcount_predictions_loss: 0.5233 56/1728 [..............................] - ETA: 4:22 - loss: 542.4127 - logits_profile_predictions_loss: 523.6152 - logcount_predictions_loss: 0.5236 57/1728 [..............................] - ETA: 4:22 - 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[>.............................] - ETA: 4:19 - loss: 545.4643 - logits_profile_predictions_loss: 526.5972 - logcount_predictions_loss: 0.5255 78/1728 [>.............................] - ETA: 4:19 - loss: 545.6133 - logits_profile_predictions_loss: 526.7449 - logcount_predictions_loss: 0.5256 79/1728 [>.............................] - ETA: 4:19 - loss: 545.7540 - logits_profile_predictions_loss: 526.8852 - logcount_predictions_loss: 0.5256 80/1728 [>.............................] - ETA: 4:19 - loss: 545.8723 - logits_profile_predictions_loss: 527.0034 - logcount_predictions_loss: 0.5256 81/1728 [>.............................] - ETA: 4:19 - loss: 545.9999 - logits_profile_predictions_loss: 527.1304 - logcount_predictions_loss: 0.5256 82/1728 [>.............................] - ETA: 4:18 - loss: 546.1415 - logits_profile_predictions_loss: 527.2709 - logcount_predictions_loss: 0.5256 83/1728 [>.............................] - ETA: 4:18 - loss: 546.2773 - logits_profile_predictions_loss: 527.4070 - logcount_predictions_loss: 0.5256 84/1728 [>.............................] - ETA: 4:18 - loss: 546.4212 - logits_profile_predictions_loss: 527.5516 - logcount_predictions_loss: 0.5256 85/1728 [>.............................] - ETA: 4:18 - loss: 546.5764 - logits_profile_predictions_loss: 527.7064 - logcount_predictions_loss: 0.5256 86/1728 [>.............................] - ETA: 4:18 - loss: 546.7312 - logits_profile_predictions_loss: 527.8605 - logcount_predictions_loss: 0.5256 87/1728 [>.............................] - ETA: 4:18 - loss: 546.8812 - logits_profile_predictions_loss: 528.0094 - logcount_predictions_loss: 0.5257 88/1728 [>.............................] - ETA: 4:17 - loss: 547.0228 - logits_profile_predictions_loss: 528.1481 - logcount_predictions_loss: 0.5258 89/1728 [>.............................] - ETA: 4:17 - loss: 547.1658 - logits_profile_predictions_loss: 528.2877 - logcount_predictions_loss: 0.5259 90/1728 [>.............................] - ETA: 4:17 - 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logits_profile_predictions_loss: 535.6346 - logcount_predictions_loss: 0.5263 247/1728 [===>..........................] - ETA: 3:53 - loss: 554.5444 - logits_profile_predictions_loss: 535.6522 - logcount_predictions_loss: 0.5262 248/1728 [===>..........................] - ETA: 3:53 - loss: 554.5610 - logits_profile_predictions_loss: 535.6694 - logcount_predictions_loss: 0.5262 249/1728 [===>..........................] - ETA: 3:52 - loss: 554.5770 - logits_profile_predictions_loss: 535.6861 - logcount_predictions_loss: 0.5262 250/1728 [===>..........................] - ETA: 3:52 - loss: 554.5948 - logits_profile_predictions_loss: 535.7043 - logcount_predictions_loss: 0.5262 251/1728 [===>..........................] - ETA: 3:52 - loss: 554.6140 - logits_profile_predictions_loss: 535.7239 - logcount_predictions_loss: 0.5262 252/1728 [===>..........................] - ETA: 3:52 - loss: 554.6318 - logits_profile_predictions_loss: 535.7420 - logcount_predictions_loss: 0.5262 253/1728 [===>..........................] - ETA: 3:52 - loss: 554.6501 - logits_profile_predictions_loss: 535.7607 - logcount_predictions_loss: 0.5262 254/1728 [===>..........................] - ETA: 3:52 - loss: 554.6678 - logits_profile_predictions_loss: 535.7786 - logcount_predictions_loss: 0.5262 255/1728 [===>..........................] - ETA: 3:51 - loss: 554.6856 - logits_profile_predictions_loss: 535.7969 - logcount_predictions_loss: 0.5262 256/1728 [===>..........................] - ETA: 3:51 - loss: 554.7041 - logits_profile_predictions_loss: 535.8157 - logcount_predictions_loss: 0.5261 257/1728 [===>..........................] - ETA: 3:51 - loss: 554.7220 - logits_profile_predictions_loss: 535.8339 - logcount_predictions_loss: 0.5261 258/1728 [===>..........................] - ETA: 3:51 - loss: 554.7408 - logits_profile_predictions_loss: 535.8528 - logcount_predictions_loss: 0.5261 259/1728 [===>..........................] - ETA: 3:51 - loss: 554.7599 - logits_profile_predictions_loss: 535.8721 - logcount_predictions_loss: 0.5261 260/1728 [===>..........................] - ETA: 3:51 - loss: 554.7798 - logits_profile_predictions_loss: 535.8922 - logcount_predictions_loss: 0.5261 261/1728 [===>..........................] - ETA: 3:51 - loss: 554.7992 - logits_profile_predictions_loss: 535.9117 - logcount_predictions_loss: 0.5261 262/1728 [===>..........................] - ETA: 3:50 - loss: 554.8170 - logits_profile_predictions_loss: 535.9297 - logcount_predictions_loss: 0.5261 263/1728 [===>..........................] - ETA: 3:50 - loss: 554.8345 - logits_profile_predictions_loss: 535.9476 - logcount_predictions_loss: 0.5261 264/1728 [===>..........................] - ETA: 3:50 - loss: 554.8505 - logits_profile_predictions_loss: 535.9638 - logcount_predictions_loss: 0.5261 265/1728 [===>..........................] - ETA: 3:50 - loss: 554.8662 - logits_profile_predictions_loss: 535.9797 - logcount_predictions_loss: 0.5261 266/1728 [===>..........................] - ETA: 3:50 - loss: 554.8815 - logits_profile_predictions_loss: 535.9953 - logcount_predictions_loss: 0.5261 267/1728 [===>..........................] - ETA: 3:50 - loss: 554.8962 - logits_profile_predictions_loss: 536.0102 - logcount_predictions_loss: 0.5261 268/1728 [===>..........................] - ETA: 3:49 - loss: 554.9096 - logits_profile_predictions_loss: 536.0235 - logcount_predictions_loss: 0.5261 269/1728 [===>..........................] - ETA: 3:49 - loss: 554.9228 - logits_profile_predictions_loss: 536.0366 - logcount_predictions_loss: 0.5261 270/1728 [===>..........................] - ETA: 3:49 - loss: 554.9346 - logits_profile_predictions_loss: 536.0484 - logcount_predictions_loss: 0.5261 271/1728 [===>..........................] - ETA: 3:49 - loss: 554.9459 - logits_profile_predictions_loss: 536.0596 - logcount_predictions_loss: 0.5261 272/1728 [===>..........................] - ETA: 3:49 - loss: 554.9571 - logits_profile_predictions_loss: 536.0707 - logcount_predictions_loss: 0.5261 273/1728 [===>..........................] - ETA: 3:49 - loss: 554.9678 - logits_profile_predictions_loss: 536.0812 - logcount_predictions_loss: 0.5261 274/1728 [===>..........................] - ETA: 3:49 - loss: 554.9771 - logits_profile_predictions_loss: 536.0902 - logcount_predictions_loss: 0.5261 275/1728 [===>..........................] - ETA: 3:48 - loss: 554.9859 - logits_profile_predictions_loss: 536.0988 - logcount_predictions_loss: 0.5261 276/1728 [===>..........................] - ETA: 3:48 - loss: 554.9941 - logits_profile_predictions_loss: 536.1068 - logcount_predictions_loss: 0.5261 277/1728 [===>..........................] - ETA: 3:48 - loss: 555.0022 - logits_profile_predictions_loss: 536.1147 - logcount_predictions_loss: 0.5261 278/1728 [===>..........................] - ETA: 3:48 - loss: 555.0103 - logits_profile_predictions_loss: 536.1226 - logcount_predictions_loss: 0.5261 279/1728 [===>..........................] - ETA: 3:48 - loss: 555.0179 - logits_profile_predictions_loss: 536.1298 - logcount_predictions_loss: 0.5261 280/1728 [===>..........................] - ETA: 3:48 - loss: 555.0241 - logits_profile_predictions_loss: 536.1357 - logcount_predictions_loss: 0.5261 281/1728 [===>..........................] - ETA: 3:47 - loss: 555.0312 - logits_profile_predictions_loss: 536.1424 - logcount_predictions_loss: 0.5262 282/1728 [===>..........................] - ETA: 3:47 - loss: 555.0378 - logits_profile_predictions_loss: 536.1486 - logcount_predictions_loss: 0.5262 283/1728 [===>..........................] - ETA: 3:47 - loss: 555.0450 - logits_profile_predictions_loss: 536.1554 - logcount_predictions_loss: 0.5262 284/1728 [===>..........................] - ETA: 3:47 - loss: 555.0518 - logits_profile_predictions_loss: 536.1617 - logcount_predictions_loss: 0.5262 285/1728 [===>..........................] - ETA: 3:47 - loss: 555.0587 - logits_profile_predictions_loss: 536.1683 - logcount_predictions_loss: 0.5262 286/1728 [===>..........................] - ETA: 3:47 - loss: 555.0641 - logits_profile_predictions_loss: 536.1733 - logcount_predictions_loss: 0.5262 287/1728 [===>..........................] - ETA: 3:47 - loss: 555.0696 - logits_profile_predictions_loss: 536.1784 - logcount_predictions_loss: 0.5262 288/1728 [====>.........................] - ETA: 3:46 - loss: 555.0754 - logits_profile_predictions_loss: 536.1838 - logcount_predictions_loss: 0.5262 289/1728 [====>.........................] - ETA: 3:46 - loss: 555.0816 - logits_profile_predictions_loss: 536.1896 - logcount_predictions_loss: 0.5262 290/1728 [====>.........................] - ETA: 3:46 - loss: 555.0872 - logits_profile_predictions_loss: 536.1948 - logcount_predictions_loss: 0.5263 291/1728 [====>.........................] - ETA: 3:46 - loss: 555.0932 - logits_profile_predictions_loss: 536.2003 - logcount_predictions_loss: 0.5263 292/1728 [====>.........................] - ETA: 3:46 - loss: 555.0995 - logits_profile_predictions_loss: 536.2060 - logcount_predictions_loss: 0.5263 293/1728 [====>.........................] - ETA: 3:46 - loss: 555.1050 - logits_profile_predictions_loss: 536.2108 - logcount_predictions_loss: 0.5263 294/1728 [====>.........................] - ETA: 3:45 - loss: 555.1108 - logits_profile_predictions_loss: 536.2161 - logcount_predictions_loss: 0.5263 295/1728 [====>.........................] - ETA: 3:45 - loss: 555.1164 - logits_profile_predictions_loss: 536.2211 - logcount_predictions_loss: 0.5263 296/1728 [====>.........................] - ETA: 3:45 - loss: 555.1213 - logits_profile_predictions_loss: 536.2255 - logcount_predictions_loss: 0.5263 297/1728 [====>.........................] - ETA: 3:45 - loss: 555.1269 - logits_profile_predictions_loss: 536.2304 - logcount_predictions_loss: 0.5264 298/1728 [====>.........................] - ETA: 3:45 - loss: 555.1340 - logits_profile_predictions_loss: 536.2371 - logcount_predictions_loss: 0.5264 299/1728 [====>.........................] - ETA: 3:45 - loss: 555.1408 - logits_profile_predictions_loss: 536.2434 - logcount_predictions_loss: 0.5264 300/1728 [====>.........................] - ETA: 3:45 - loss: 555.1471 - logits_profile_predictions_loss: 536.2492 - logcount_predictions_loss: 0.5264 301/1728 [====>.........................] - ETA: 3:44 - loss: 555.1525 - logits_profile_predictions_loss: 536.2542 - logcount_predictions_loss: 0.5264 302/1728 [====>.........................] - ETA: 3:44 - loss: 555.1582 - logits_profile_predictions_loss: 536.2594 - logcount_predictions_loss: 0.5264 303/1728 [====>.........................] - ETA: 3:44 - loss: 555.1648 - logits_profile_predictions_loss: 536.2655 - logcount_predictions_loss: 0.5264 304/1728 [====>.........................] - ETA: 3:44 - loss: 555.1712 - logits_profile_predictions_loss: 536.2715 - logcount_predictions_loss: 0.5265 305/1728 [====>.........................] - ETA: 3:44 - loss: 555.1784 - logits_profile_predictions_loss: 536.2783 - logcount_predictions_loss: 0.5265 306/1728 [====>.........................] - ETA: 3:44 - loss: 555.1858 - logits_profile_predictions_loss: 536.2852 - logcount_predictions_loss: 0.5265 307/1728 [====>.........................] - ETA: 3:43 - loss: 555.1926 - logits_profile_predictions_loss: 536.2916 - logcount_predictions_loss: 0.5265 308/1728 [====>.........................] - ETA: 3:43 - loss: 555.1994 - logits_profile_predictions_loss: 536.2980 - logcount_predictions_loss: 0.5265 309/1728 [====>.........................] - ETA: 3:43 - loss: 555.2066 - logits_profile_predictions_loss: 536.3047 - logcount_predictions_loss: 0.5265 310/1728 [====>.........................] - ETA: 3:43 - loss: 555.2141 - logits_profile_predictions_loss: 536.3119 - logcount_predictions_loss: 0.5265 311/1728 [====>.........................] - ETA: 3:43 - loss: 555.2218 - logits_profile_predictions_loss: 536.3192 - logcount_predictions_loss: 0.5265 312/1728 [====>.........................] - ETA: 3:43 - loss: 555.2295 - logits_profile_predictions_loss: 536.3266 - logcount_predictions_loss: 0.5265 313/1728 [====>.........................] - ETA: 3:42 - loss: 555.2364 - logits_profile_predictions_loss: 536.3330 - logcount_predictions_loss: 0.5266 314/1728 [====>.........................] - ETA: 3:42 - loss: 555.2433 - logits_profile_predictions_loss: 536.3394 - logcount_predictions_loss: 0.5266 315/1728 [====>.........................] - ETA: 3:42 - loss: 555.2504 - logits_profile_predictions_loss: 536.3459 - logcount_predictions_loss: 0.5266 316/1728 [====>.........................] - ETA: 3:42 - loss: 555.2571 - logits_profile_predictions_loss: 536.3522 - logcount_predictions_loss: 0.5266 317/1728 [====>.........................] - ETA: 3:42 - loss: 555.2652 - logits_profile_predictions_loss: 536.3597 - logcount_predictions_loss: 0.5266 318/1728 [====>.........................] - ETA: 3:42 - loss: 555.2739 - logits_profile_predictions_loss: 536.3679 - logcount_predictions_loss: 0.5266 319/1728 [====>.........................] - ETA: 3:42 - loss: 555.2824 - logits_profile_predictions_loss: 536.3759 - logcount_predictions_loss: 0.5266 320/1728 [====>.........................] - ETA: 3:41 - loss: 555.2913 - logits_profile_predictions_loss: 536.3842 - logcount_predictions_loss: 0.5267 321/1728 [====>.........................] - ETA: 3:41 - loss: 555.2997 - logits_profile_predictions_loss: 536.3921 - logcount_predictions_loss: 0.5267 322/1728 [====>.........................] - ETA: 3:41 - loss: 555.3088 - logits_profile_predictions_loss: 536.4006 - logcount_predictions_loss: 0.5267 323/1728 [====>.........................] - ETA: 3:41 - loss: 555.3174 - logits_profile_predictions_loss: 536.4087 - logcount_predictions_loss: 0.5267 324/1728 [====>.........................] - ETA: 3:41 - loss: 555.3248 - logits_profile_predictions_loss: 536.4155 - logcount_predictions_loss: 0.5267 325/1728 [====>.........................] - ETA: 3:41 - loss: 555.3324 - logits_profile_predictions_loss: 536.4226 - logcount_predictions_loss: 0.5267 326/1728 [====>.........................] - ETA: 3:40 - loss: 555.3392 - logits_profile_predictions_loss: 536.4290 - logcount_predictions_loss: 0.5267 327/1728 [====>.........................] - ETA: 3:40 - loss: 555.3465 - logits_profile_predictions_loss: 536.4358 - logcount_predictions_loss: 0.5268 328/1728 [====>.........................] - ETA: 3:40 - loss: 555.3535 - logits_profile_predictions_loss: 536.4423 - logcount_predictions_loss: 0.5268 329/1728 [====>.........................] - ETA: 3:40 - loss: 555.3596 - logits_profile_predictions_loss: 536.4480 - logcount_predictions_loss: 0.5268 330/1728 [====>.........................] - ETA: 3:40 - loss: 555.3652 - logits_profile_predictions_loss: 536.4531 - logcount_predictions_loss: 0.5268 331/1728 [====>.........................] - ETA: 3:40 - loss: 555.3716 - logits_profile_predictions_loss: 536.4590 - logcount_predictions_loss: 0.5268 332/1728 [====>.........................] - ETA: 3:40 - loss: 555.3778 - logits_profile_predictions_loss: 536.4647 - logcount_predictions_loss: 0.5268 333/1728 [====>.........................] - ETA: 3:39 - loss: 555.3834 - logits_profile_predictions_loss: 536.4699 - logcount_predictions_loss: 0.5268 334/1728 [====>.........................] - ETA: 3:39 - loss: 555.3889 - logits_profile_predictions_loss: 536.4750 - logcount_predictions_loss: 0.5269 335/1728 [====>.........................] - ETA: 3:39 - loss: 555.3940 - logits_profile_predictions_loss: 536.4797 - logcount_predictions_loss: 0.5269 336/1728 [====>.........................] - ETA: 3:39 - loss: 555.3994 - logits_profile_predictions_loss: 536.4846 - logcount_predictions_loss: 0.5269 337/1728 [====>.........................] - ETA: 3:39 - loss: 555.4054 - logits_profile_predictions_loss: 536.4901 - logcount_predictions_loss: 0.5269 338/1728 [====>.........................] - ETA: 3:39 - loss: 555.4116 - logits_profile_predictions_loss: 536.4958 - logcount_predictions_loss: 0.5269 339/1728 [====>.........................] - ETA: 3:38 - loss: 555.4172 - logits_profile_predictions_loss: 536.5009 - logcount_predictions_loss: 0.5269 340/1728 [====>.........................] - ETA: 3:38 - loss: 555.4237 - logits_profile_predictions_loss: 536.5071 - logcount_predictions_loss: 0.5269 341/1728 [====>.........................] - ETA: 3:38 - loss: 555.4303 - logits_profile_predictions_loss: 536.5132 - logcount_predictions_loss: 0.5269 342/1728 [====>.........................] - ETA: 3:38 - loss: 555.4370 - logits_profile_predictions_loss: 536.5195 - logcount_predictions_loss: 0.5270 343/1728 [====>.........................] - ETA: 3:38 - loss: 555.4442 - logits_profile_predictions_loss: 536.5263 - logcount_predictions_loss: 0.5270 344/1728 [====>.........................] - ETA: 3:38 - loss: 555.4522 - logits_profile_predictions_loss: 536.5339 - logcount_predictions_loss: 0.5270 345/1728 [====>.........................] - ETA: 3:37 - loss: 555.4600 - logits_profile_predictions_loss: 536.5413 - logcount_predictions_loss: 0.5270 346/1728 [=====>........................] - ETA: 3:37 - loss: 555.4679 - logits_profile_predictions_loss: 536.5489 - logcount_predictions_loss: 0.5270 347/1728 [=====>........................] - ETA: 3:37 - loss: 555.4760 - logits_profile_predictions_loss: 536.5566 - logcount_predictions_loss: 0.5270 348/1728 [=====>........................] - ETA: 3:37 - loss: 555.4840 - logits_profile_predictions_loss: 536.5643 - logcount_predictions_loss: 0.5270 349/1728 [=====>........................] - ETA: 3:37 - loss: 555.4928 - logits_profile_predictions_loss: 536.5727 - logcount_predictions_loss: 0.5270 350/1728 [=====>........................] - ETA: 3:37 - loss: 555.5020 - logits_profile_predictions_loss: 536.5815 - logcount_predictions_loss: 0.5270 351/1728 [=====>........................] - ETA: 3:37 - loss: 555.5121 - logits_profile_predictions_loss: 536.5913 - logcount_predictions_loss: 0.5270 352/1728 [=====>........................] - ETA: 3:36 - loss: 555.5222 - logits_profile_predictions_loss: 536.6009 - logcount_predictions_loss: 0.5271 353/1728 [=====>........................] - ETA: 3:36 - loss: 555.5316 - logits_profile_predictions_loss: 536.6099 - logcount_predictions_loss: 0.5271 354/1728 [=====>........................] - ETA: 3:36 - loss: 555.5408 - logits_profile_predictions_loss: 536.6187 - logcount_predictions_loss: 0.5271 355/1728 [=====>........................] - ETA: 3:36 - loss: 555.5497 - logits_profile_predictions_loss: 536.6271 - logcount_predictions_loss: 0.5271 356/1728 [=====>........................] - ETA: 3:36 - loss: 555.5582 - logits_profile_predictions_loss: 536.6353 - logcount_predictions_loss: 0.5271 357/1728 [=====>........................] - ETA: 3:36 - loss: 555.5672 - logits_profile_predictions_loss: 536.6438 - logcount_predictions_loss: 0.5271 358/1728 [=====>........................] - ETA: 3:35 - loss: 555.5757 - logits_profile_predictions_loss: 536.6518 - logcount_predictions_loss: 0.5271 359/1728 [=====>........................] - ETA: 3:35 - loss: 555.5842 - logits_profile_predictions_loss: 536.6598 - logcount_predictions_loss: 0.5271 360/1728 [=====>........................] - ETA: 3:35 - loss: 555.5928 - logits_profile_predictions_loss: 536.6679 - logcount_predictions_loss: 0.5272 361/1728 [=====>........................] - ETA: 3:35 - loss: 555.6014 - logits_profile_predictions_loss: 536.6760 - logcount_predictions_loss: 0.5272 362/1728 [=====>........................] - ETA: 3:35 - loss: 555.6101 - logits_profile_predictions_loss: 536.6841 - logcount_predictions_loss: 0.5272 363/1728 [=====>........................] - ETA: 3:35 - loss: 555.6200 - logits_profile_predictions_loss: 536.6934 - logcount_predictions_loss: 0.5272 364/1728 [=====>........................] - ETA: 3:35 - loss: 555.6300 - logits_profile_predictions_loss: 536.7030 - logcount_predictions_loss: 0.5272 365/1728 [=====>........................] - ETA: 3:34 - loss: 555.6393 - logits_profile_predictions_loss: 536.7118 - logcount_predictions_loss: 0.5272 366/1728 [=====>........................] - ETA: 3:34 - loss: 555.6485 - logits_profile_predictions_loss: 536.7204 - logcount_predictions_loss: 0.5272 367/1728 [=====>........................] - ETA: 3:34 - loss: 555.6579 - logits_profile_predictions_loss: 536.7293 - logcount_predictions_loss: 0.5273 368/1728 [=====>........................] - ETA: 3:34 - loss: 555.6675 - logits_profile_predictions_loss: 536.7384 - logcount_predictions_loss: 0.5273 369/1728 [=====>........................] - ETA: 3:34 - loss: 555.6766 - logits_profile_predictions_loss: 536.7471 - logcount_predictions_loss: 0.5273 370/1728 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[============================>.] - ETA: 3s - loss: 559.1178 - logits_profile_predictions_loss: 540.1372 - logcount_predictions_loss: 0.5287 1704/1728 [============================>.] - ETA: 3s - loss: 559.1177 - logits_profile_predictions_loss: 540.1371 - logcount_predictions_loss: 0.5287 1705/1728 [============================>.] - ETA: 3s - loss: 559.1177 - logits_profile_predictions_loss: 540.1371 - logcount_predictions_loss: 0.5287 1706/1728 [============================>.] - ETA: 3s - loss: 559.1177 - logits_profile_predictions_loss: 540.1371 - logcount_predictions_loss: 0.5287 1707/1728 [============================>.] - ETA: 3s - loss: 559.1177 - logits_profile_predictions_loss: 540.1371 - logcount_predictions_loss: 0.5287 1708/1728 [============================>.] - ETA: 3s - loss: 559.1177 - logits_profile_predictions_loss: 540.1371 - logcount_predictions_loss: 0.5287 1709/1728 [============================>.] - ETA: 3s - loss: 559.1176 - logits_profile_predictions_loss: 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1723/1728 [============================>.] - ETA: 0s - loss: 559.1178 - logits_profile_predictions_loss: 540.1375 - logcount_predictions_loss: 0.5287 1724/1728 [============================>.] - ETA: 0s - loss: 559.1179 - logits_profile_predictions_loss: 540.1375 - logcount_predictions_loss: 0.5287 1725/1728 [============================>.] - ETA: 0s - loss: 559.1179 - logits_profile_predictions_loss: 540.1375 - logcount_predictions_loss: 0.5287 1726/1728 [============================>.] - ETA: 0s - loss: 559.1179 - logits_profile_predictions_loss: 540.1376 - logcount_predictions_loss: 0.5287 1727/1728 [============================>.] - ETA: 0s - loss: 559.1179 - logits_profile_predictions_loss: 540.1376 - logcount_predictions_loss: 0.5287 1728/1728 [==============================] - ETA: 0s - loss: 559.1179 - logits_profile_predictions_loss: 540.1376 - logcount_predictions_loss: 0.5287 1728/1728 [==============================] - 285s 165ms/step - loss: 559.1179 - logits_profile_predictions_loss: 540.1376 - logcount_predictions_loss: 0.5287 - val_loss: 744.9214 - val_logits_profile_predictions_loss: 702.7812 - val_logcount_predictions_loss: 1.1738 Epoch 00018: val_loss did not improve from 734.25177 Epoch 19/50 1/1728 [..............................] - ETA: 6:18 - loss: 520.6616 - logits_profile_predictions_loss: 502.0525 - logcount_predictions_loss: 0.5184 2/1728 [..............................] - ETA: 4:29 - loss: 515.4810 - logits_profile_predictions_loss: 497.3714 - logcount_predictions_loss: 0.5044 3/1728 [..............................] - ETA: 4:29 - loss: 513.2629 - logits_profile_predictions_loss: 495.3398 - logcount_predictions_loss: 0.4992 4/1728 [..............................] - ETA: 4:29 - loss: 510.8421 - logits_profile_predictions_loss: 492.6555 - logcount_predictions_loss: 0.5066 5/1728 [..............................] - ETA: 4:30 - loss: 512.7543 - logits_profile_predictions_loss: 494.0508 - logcount_predictions_loss: 0.5210 6/1728 [..............................] - ETA: 4:29 - loss: 511.8315 - logits_profile_predictions_loss: 492.9999 - logcount_predictions_loss: 0.5246 7/1728 [..............................] - ETA: 4:29 - loss: 514.1504 - logits_profile_predictions_loss: 495.3001 - logcount_predictions_loss: 0.5251 8/1728 [..............................] - ETA: 4:29 - loss: 516.3751 - logits_profile_predictions_loss: 497.5377 - logcount_predictions_loss: 0.5247 9/1728 [..............................] - ETA: 4:29 - loss: 517.9089 - logits_profile_predictions_loss: 499.0723 - logcount_predictions_loss: 0.5247 10/1728 [..............................] - ETA: 4:29 - loss: 519.6245 - logits_profile_predictions_loss: 500.8394 - logcount_predictions_loss: 0.5233 11/1728 [..............................] - ETA: 4:29 - loss: 521.6228 - logits_profile_predictions_loss: 502.7785 - logcount_predictions_loss: 0.5249 12/1728 [..............................] - ETA: 4:29 - loss: 523.4965 - logits_profile_predictions_loss: 504.6470 - logcount_predictions_loss: 0.5251 13/1728 [..............................] - ETA: 4:29 - loss: 525.0859 - logits_profile_predictions_loss: 506.2295 - logcount_predictions_loss: 0.5252 14/1728 [..............................] - ETA: 4:29 - loss: 526.5237 - logits_profile_predictions_loss: 507.6569 - logcount_predictions_loss: 0.5255 15/1728 [..............................] - ETA: 4:29 - loss: 527.5886 - logits_profile_predictions_loss: 508.7268 - logcount_predictions_loss: 0.5254 16/1728 [..............................] - ETA: 4:28 - loss: 528.5896 - logits_profile_predictions_loss: 509.7455 - logcount_predictions_loss: 0.5249 17/1728 [..............................] - ETA: 4:28 - loss: 529.5036 - logits_profile_predictions_loss: 510.6813 - logcount_predictions_loss: 0.5243 18/1728 [..............................] - ETA: 4:28 - loss: 530.4123 - logits_profile_predictions_loss: 511.6072 - logcount_predictions_loss: 0.5238 19/1728 [..............................] - ETA: 4:28 - loss: 531.1060 - logits_profile_predictions_loss: 512.3118 - logcount_predictions_loss: 0.5235 20/1728 [..............................] - ETA: 4:28 - loss: 531.9346 - logits_profile_predictions_loss: 513.1582 - logcount_predictions_loss: 0.5230 21/1728 [..............................] - ETA: 4:28 - loss: 532.8560 - logits_profile_predictions_loss: 514.0841 - logcount_predictions_loss: 0.5229 22/1728 [..............................] - ETA: 4:28 - loss: 533.9963 - logits_profile_predictions_loss: 515.2189 - logcount_predictions_loss: 0.5230 23/1728 [..............................] - ETA: 4:27 - loss: 534.9148 - logits_profile_predictions_loss: 516.1378 - logcount_predictions_loss: 0.5230 24/1728 [..............................] - ETA: 4:27 - loss: 535.5363 - logits_profile_predictions_loss: 516.7564 - logcount_predictions_loss: 0.5231 25/1728 [..............................] - ETA: 4:27 - loss: 536.1814 - logits_profile_predictions_loss: 517.3922 - logcount_predictions_loss: 0.5234 26/1728 [..............................] - ETA: 4:27 - loss: 536.8131 - logits_profile_predictions_loss: 518.0172 - logcount_predictions_loss: 0.5236 27/1728 [..............................] - ETA: 4:27 - loss: 537.3807 - logits_profile_predictions_loss: 518.5850 - logcount_predictions_loss: 0.5236 28/1728 [..............................] - ETA: 4:27 - loss: 537.8791 - logits_profile_predictions_loss: 519.0815 - logcount_predictions_loss: 0.5236 29/1728 [..............................] - ETA: 4:27 - loss: 538.3516 - logits_profile_predictions_loss: 519.5557 - logcount_predictions_loss: 0.5236 30/1728 [..............................] - ETA: 4:26 - loss: 538.8227 - logits_profile_predictions_loss: 520.0274 - logcount_predictions_loss: 0.5235 31/1728 [..............................] - ETA: 4:26 - loss: 539.3429 - logits_profile_predictions_loss: 520.5503 - logcount_predictions_loss: 0.5235 32/1728 [..............................] - ETA: 4:26 - loss: 539.7979 - logits_profile_predictions_loss: 521.0062 - logcount_predictions_loss: 0.5234 33/1728 [..............................] - ETA: 4:26 - loss: 540.3113 - logits_profile_predictions_loss: 521.5141 - logcount_predictions_loss: 0.5236 34/1728 [..............................] - ETA: 4:26 - loss: 540.7566 - logits_profile_predictions_loss: 521.9531 - logcount_predictions_loss: 0.5238 35/1728 [..............................] - ETA: 4:26 - loss: 541.1673 - logits_profile_predictions_loss: 522.3624 - logcount_predictions_loss: 0.5238 36/1728 [..............................] - ETA: 4:26 - loss: 541.5916 - logits_profile_predictions_loss: 522.7815 - logcount_predictions_loss: 0.5240 37/1728 [..............................] - ETA: 4:25 - loss: 541.9273 - logits_profile_predictions_loss: 523.1087 - logcount_predictions_loss: 0.5242 38/1728 [..............................] - ETA: 4:25 - loss: 542.1883 - logits_profile_predictions_loss: 523.3646 - logcount_predictions_loss: 0.5243 39/1728 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[====>.........................] - ETA: 3:45 - loss: 550.1376 - logits_profile_predictions_loss: 532.1366 - logcount_predictions_loss: 0.5014 301/1728 [====>.........................] - ETA: 3:44 - loss: 550.1515 - logits_profile_predictions_loss: 532.1521 - logcount_predictions_loss: 0.5014 302/1728 [====>.........................] - ETA: 3:44 - loss: 550.1648 - logits_profile_predictions_loss: 532.1670 - logcount_predictions_loss: 0.5013 303/1728 [====>.........................] - ETA: 3:44 - loss: 550.1780 - logits_profile_predictions_loss: 532.1819 - logcount_predictions_loss: 0.5013 304/1728 [====>.........................] - ETA: 3:44 - loss: 550.1909 - logits_profile_predictions_loss: 532.1964 - logcount_predictions_loss: 0.5012 305/1728 [====>.........................] - ETA: 3:44 - loss: 550.2042 - logits_profile_predictions_loss: 532.2114 - logcount_predictions_loss: 0.5012 306/1728 [====>.........................] - ETA: 3:44 - loss: 550.2180 - 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logits_profile_predictions_loss: 532.7853 - logcount_predictions_loss: 0.4768 1725/1728 [============================>.] - ETA: 0s - loss: 549.9011 - logits_profile_predictions_loss: 532.7851 - logcount_predictions_loss: 0.4768 1726/1728 [============================>.] - ETA: 0s - loss: 549.9006 - logits_profile_predictions_loss: 532.7848 - logcount_predictions_loss: 0.4768 1727/1728 [============================>.] - ETA: 0s - loss: 549.9001 - logits_profile_predictions_loss: 532.7846 - logcount_predictions_loss: 0.4768 1728/1728 [==============================] - ETA: 0s - loss: 549.8996 - logits_profile_predictions_loss: 532.7844 - logcount_predictions_loss: 0.4767 1728/1728 [==============================] - 285s 165ms/step - loss: 549.8991 - logits_profile_predictions_loss: 532.7842 - logcount_predictions_loss: 0.4767 - val_loss: 740.4506 - val_logits_profile_predictions_loss: 698.7342 - val_logcount_predictions_loss: 1.1620 Epoch 00019: val_loss did not improve from 734.25177 Epoch 20/50 1/1728 [..............................] - ETA: 6:46 - loss: 583.3051 - logits_profile_predictions_loss: 567.4267 - logcount_predictions_loss: 0.4423 2/1728 [..............................] - ETA: 4:51 - loss: 550.9435 - logits_profile_predictions_loss: 533.6829 - logcount_predictions_loss: 0.4808 3/1728 [..............................] - ETA: 4:40 - loss: 540.7514 - logits_profile_predictions_loss: 523.1441 - logcount_predictions_loss: 0.4905 4/1728 [..............................] - ETA: 4:37 - loss: 535.4682 - logits_profile_predictions_loss: 517.8168 - logcount_predictions_loss: 0.4917 5/1728 [..............................] - ETA: 4:35 - loss: 533.1687 - logits_profile_predictions_loss: 515.6429 - logcount_predictions_loss: 0.4882 6/1728 [..............................] - ETA: 4:34 - loss: 533.1126 - logits_profile_predictions_loss: 515.8131 - logcount_predictions_loss: 0.4819 7/1728 [..............................] - ETA: 4:33 - loss: 533.2169 - logits_profile_predictions_loss: 515.9916 - logcount_predictions_loss: 0.4798 8/1728 [..............................] - ETA: 4:32 - loss: 535.6293 - logits_profile_predictions_loss: 518.5439 - logcount_predictions_loss: 0.4759 9/1728 [..............................] - ETA: 4:32 - loss: 537.1403 - logits_profile_predictions_loss: 520.1456 - logcount_predictions_loss: 0.4734 10/1728 [..............................] - ETA: 4:31 - loss: 538.7644 - logits_profile_predictions_loss: 521.8435 - logcount_predictions_loss: 0.4713 11/1728 [..............................] - ETA: 4:31 - loss: 539.9671 - logits_profile_predictions_loss: 523.1271 - logcount_predictions_loss: 0.4691 12/1728 [..............................] - ETA: 4:31 - loss: 540.9045 - logits_profile_predictions_loss: 524.1585 - logcount_predictions_loss: 0.4665 13/1728 [..............................] - ETA: 4:31 - loss: 541.4718 - logits_profile_predictions_loss: 524.8048 - logcount_predictions_loss: 0.4643 14/1728 [..............................] - ETA: 4:30 - loss: 542.0704 - logits_profile_predictions_loss: 525.4859 - logcount_predictions_loss: 0.4620 15/1728 [..............................] - ETA: 4:30 - loss: 542.5562 - logits_profile_predictions_loss: 526.0545 - logcount_predictions_loss: 0.4597 16/1728 [..............................] - ETA: 4:30 - loss: 543.1045 - logits_profile_predictions_loss: 526.6374 - logcount_predictions_loss: 0.4587 17/1728 [..............................] - ETA: 4:30 - loss: 543.6942 - logits_profile_predictions_loss: 527.2422 - logcount_predictions_loss: 0.4583 18/1728 [..............................] - ETA: 4:29 - loss: 544.0963 - logits_profile_predictions_loss: 527.6524 - logcount_predictions_loss: 0.4580 19/1728 [..............................] - ETA: 4:29 - loss: 544.4137 - logits_profile_predictions_loss: 527.9727 - logcount_predictions_loss: 0.4580 20/1728 [..............................] - ETA: 4:29 - loss: 544.4984 - logits_profile_predictions_loss: 528.0680 - logcount_predictions_loss: 0.4577 21/1728 [..............................] - ETA: 4:29 - loss: 544.5611 - logits_profile_predictions_loss: 528.1385 - logcount_predictions_loss: 0.4575 22/1728 [..............................] - ETA: 4:29 - loss: 544.5891 - logits_profile_predictions_loss: 528.1665 - logcount_predictions_loss: 0.4575 23/1728 [..............................] - ETA: 4:28 - loss: 544.5920 - logits_profile_predictions_loss: 528.1732 - logcount_predictions_loss: 0.4573 24/1728 [..............................] - ETA: 4:28 - loss: 544.5044 - logits_profile_predictions_loss: 528.0987 - logcount_predictions_loss: 0.4570 25/1728 [..............................] - ETA: 4:28 - loss: 544.3925 - logits_profile_predictions_loss: 528.0038 - logcount_predictions_loss: 0.4565 26/1728 [..............................] - ETA: 4:28 - loss: 544.2408 - logits_profile_predictions_loss: 527.8661 - logcount_predictions_loss: 0.4561 27/1728 [..............................] - ETA: 4:28 - loss: 544.0526 - logits_profile_predictions_loss: 527.6979 - logcount_predictions_loss: 0.4556 28/1728 [..............................] - ETA: 4:28 - loss: 544.0657 - logits_profile_predictions_loss: 527.7295 - logcount_predictions_loss: 0.4550 29/1728 [..............................] - ETA: 4:27 - loss: 544.1455 - logits_profile_predictions_loss: 527.8335 - logcount_predictions_loss: 0.4544 30/1728 [..............................] - ETA: 4:27 - loss: 544.1381 - logits_profile_predictions_loss: 527.8401 - logcount_predictions_loss: 0.4540 31/1728 [..............................] - ETA: 4:27 - loss: 544.0719 - logits_profile_predictions_loss: 527.7831 - logcount_predictions_loss: 0.4537 32/1728 [..............................] - ETA: 4:27 - loss: 543.9477 - logits_profile_predictions_loss: 527.6711 - logcount_predictions_loss: 0.4534 33/1728 [..............................] - ETA: 4:27 - loss: 543.8806 - logits_profile_predictions_loss: 527.6027 - logcount_predictions_loss: 0.4534 34/1728 [..............................] - ETA: 4:27 - loss: 543.8071 - logits_profile_predictions_loss: 527.5216 - logcount_predictions_loss: 0.4536 35/1728 [..............................] - ETA: 4:26 - loss: 543.7829 - logits_profile_predictions_loss: 527.4874 - logcount_predictions_loss: 0.4539 36/1728 [..............................] - ETA: 4:26 - loss: 543.8148 - logits_profile_predictions_loss: 527.5136 - logcount_predictions_loss: 0.4541 37/1728 [..............................] - ETA: 4:26 - loss: 543.8468 - logits_profile_predictions_loss: 527.5416 - logcount_predictions_loss: 0.4542 38/1728 [..............................] - ETA: 4:26 - loss: 543.8323 - logits_profile_predictions_loss: 527.5246 - logcount_predictions_loss: 0.4543 39/1728 [..............................] - ETA: 4:26 - loss: 543.7698 - logits_profile_predictions_loss: 527.4613 - logcount_predictions_loss: 0.4543 40/1728 [..............................] - ETA: 4:26 - loss: 543.6990 - logits_profile_predictions_loss: 527.3887 - logcount_predictions_loss: 0.4543 41/1728 [..............................] - ETA: 4:26 - loss: 543.5908 - logits_profile_predictions_loss: 527.2813 - logcount_predictions_loss: 0.4543 42/1728 [..............................] - ETA: 4:26 - loss: 543.4449 - logits_profile_predictions_loss: 527.1348 - logcount_predictions_loss: 0.4543 43/1728 [..............................] - ETA: 4:25 - loss: 543.3177 - logits_profile_predictions_loss: 527.0096 - logcount_predictions_loss: 0.4543 44/1728 [..............................] - ETA: 4:25 - loss: 543.1598 - logits_profile_predictions_loss: 526.8539 - logcount_predictions_loss: 0.4542 45/1728 [..............................] - ETA: 4:25 - loss: 543.0394 - logits_profile_predictions_loss: 526.7326 - logcount_predictions_loss: 0.4542 46/1728 [..............................] - ETA: 4:25 - loss: 542.9635 - logits_profile_predictions_loss: 526.6578 - logcount_predictions_loss: 0.4542 47/1728 [..............................] - ETA: 4:25 - loss: 542.9040 - logits_profile_predictions_loss: 526.5986 - logcount_predictions_loss: 0.4542 48/1728 [..............................] - ETA: 4:25 - loss: 542.8181 - logits_profile_predictions_loss: 526.5128 - logcount_predictions_loss: 0.4542 49/1728 [..............................] - ETA: 4:24 - loss: 542.7394 - logits_profile_predictions_loss: 526.4338 - logcount_predictions_loss: 0.4542 50/1728 [..............................] - ETA: 4:24 - loss: 542.6385 - logits_profile_predictions_loss: 526.3354 - logcount_predictions_loss: 0.4541 51/1728 [..............................] - ETA: 4:24 - loss: 542.5123 - logits_profile_predictions_loss: 526.2147 - logcount_predictions_loss: 0.4540 52/1728 [..............................] - ETA: 4:24 - loss: 542.3702 - logits_profile_predictions_loss: 526.0791 - logcount_predictions_loss: 0.4538 53/1728 [..............................] - ETA: 4:24 - loss: 542.2614 - logits_profile_predictions_loss: 525.9740 - logcount_predictions_loss: 0.4537 54/1728 [..............................] - ETA: 4:24 - loss: 542.1601 - logits_profile_predictions_loss: 525.8757 - logcount_predictions_loss: 0.4536 55/1728 [..............................] - ETA: 4:23 - loss: 542.0759 - logits_profile_predictions_loss: 525.7938 - logcount_predictions_loss: 0.4535 56/1728 [..............................] - ETA: 4:23 - loss: 541.9944 - logits_profile_predictions_loss: 525.7153 - logcount_predictions_loss: 0.4535 57/1728 [..............................] - ETA: 4:23 - loss: 541.9082 - logits_profile_predictions_loss: 525.6307 - logcount_predictions_loss: 0.4534 58/1728 [>.............................] - ETA: 4:23 - loss: 541.8395 - logits_profile_predictions_loss: 525.5628 - logcount_predictions_loss: 0.4534 59/1728 [>.............................] - ETA: 4:23 - loss: 541.7806 - logits_profile_predictions_loss: 525.5043 - logcount_predictions_loss: 0.4534 60/1728 [>.............................] - ETA: 4:23 - loss: 541.7004 - logits_profile_predictions_loss: 525.4238 - logcount_predictions_loss: 0.4534 61/1728 [>.............................] - ETA: 4:22 - loss: 541.6108 - logits_profile_predictions_loss: 525.3333 - logcount_predictions_loss: 0.4534 62/1728 [>.............................] - ETA: 4:22 - loss: 541.5204 - logits_profile_predictions_loss: 525.2425 - logcount_predictions_loss: 0.4534 63/1728 [>.............................] - ETA: 4:22 - loss: 541.4196 - logits_profile_predictions_loss: 525.1420 - logcount_predictions_loss: 0.4534 64/1728 [>.............................] - ETA: 4:22 - loss: 541.2969 - logits_profile_predictions_loss: 525.0190 - logcount_predictions_loss: 0.4534 65/1728 [>.............................] - ETA: 4:22 - loss: 541.1864 - logits_profile_predictions_loss: 524.9081 - logcount_predictions_loss: 0.4534 66/1728 [>.............................] - ETA: 4:22 - loss: 541.0760 - logits_profile_predictions_loss: 524.7979 - logcount_predictions_loss: 0.4534 67/1728 [>.............................] - ETA: 4:21 - loss: 540.9820 - logits_profile_predictions_loss: 524.7054 - logcount_predictions_loss: 0.4534 68/1728 [>.............................] - ETA: 4:21 - loss: 540.8982 - logits_profile_predictions_loss: 524.6226 - logcount_predictions_loss: 0.4534 69/1728 [>.............................] - ETA: 4:21 - loss: 540.8382 - logits_profile_predictions_loss: 524.5648 - logcount_predictions_loss: 0.4533 70/1728 [>.............................] - ETA: 4:21 - loss: 540.7766 - logits_profile_predictions_loss: 524.5054 - logcount_predictions_loss: 0.4532 71/1728 [>.............................] - ETA: 4:21 - loss: 540.7283 - logits_profile_predictions_loss: 524.4607 - logcount_predictions_loss: 0.4531 72/1728 [>.............................] - ETA: 4:21 - loss: 540.6945 - logits_profile_predictions_loss: 524.4301 - logcount_predictions_loss: 0.4530 73/1728 [>.............................] - ETA: 4:20 - loss: 540.6670 - logits_profile_predictions_loss: 524.4056 - logcount_predictions_loss: 0.4530 74/1728 [>.............................] - ETA: 4:20 - loss: 540.6473 - logits_profile_predictions_loss: 524.3898 - logcount_predictions_loss: 0.4529 75/1728 [>.............................] - ETA: 4:20 - loss: 540.6229 - logits_profile_predictions_loss: 524.3688 - logcount_predictions_loss: 0.4528 76/1728 [>.............................] - ETA: 4:20 - loss: 540.5944 - logits_profile_predictions_loss: 524.3443 - logcount_predictions_loss: 0.4526 77/1728 [>.............................] - ETA: 4:20 - loss: 540.5684 - logits_profile_predictions_loss: 524.3211 - logcount_predictions_loss: 0.4526 78/1728 [>.............................] - ETA: 4:20 - loss: 540.5256 - logits_profile_predictions_loss: 524.2818 - logcount_predictions_loss: 0.4525 79/1728 [>.............................] - ETA: 4:19 - loss: 540.4768 - logits_profile_predictions_loss: 524.2371 - logcount_predictions_loss: 0.4524 80/1728 [>.............................] - ETA: 4:19 - loss: 540.4419 - logits_profile_predictions_loss: 524.2063 - logcount_predictions_loss: 0.4522 81/1728 [>.............................] - ETA: 4:19 - loss: 540.4096 - logits_profile_predictions_loss: 524.1783 - logcount_predictions_loss: 0.4521 82/1728 [>.............................] - ETA: 4:19 - loss: 540.3727 - logits_profile_predictions_loss: 524.1455 - logcount_predictions_loss: 0.4520 83/1728 [>.............................] - ETA: 4:19 - loss: 540.3453 - logits_profile_predictions_loss: 524.1223 - logcount_predictions_loss: 0.4519 84/1728 [>.............................] - ETA: 4:19 - loss: 540.3166 - logits_profile_predictions_loss: 524.0976 - logcount_predictions_loss: 0.4518 85/1728 [>.............................] - ETA: 4:18 - loss: 540.2875 - logits_profile_predictions_loss: 524.0727 - logcount_predictions_loss: 0.4517 86/1728 [>.............................] - ETA: 4:18 - loss: 540.2689 - logits_profile_predictions_loss: 524.0580 - logcount_predictions_loss: 0.4516 87/1728 [>.............................] - ETA: 4:18 - loss: 540.2628 - logits_profile_predictions_loss: 524.0554 - logcount_predictions_loss: 0.4515 88/1728 [>.............................] - ETA: 4:18 - loss: 540.2563 - logits_profile_predictions_loss: 524.0531 - logcount_predictions_loss: 0.4513 89/1728 [>.............................] - ETA: 4:18 - loss: 540.2558 - logits_profile_predictions_loss: 524.0571 - logcount_predictions_loss: 0.4512 90/1728 [>.............................] - ETA: 4:18 - loss: 540.2597 - logits_profile_predictions_loss: 524.0656 - logcount_predictions_loss: 0.4511 91/1728 [>.............................] - ETA: 4:18 - loss: 540.2668 - logits_profile_predictions_loss: 524.0775 - logcount_predictions_loss: 0.4510 92/1728 [>.............................] - ETA: 4:17 - loss: 540.2716 - logits_profile_predictions_loss: 524.0866 - logcount_predictions_loss: 0.4508 93/1728 [>.............................] - ETA: 4:17 - loss: 540.2843 - logits_profile_predictions_loss: 524.1034 - logcount_predictions_loss: 0.4507 94/1728 [>.............................] - ETA: 4:17 - loss: 540.2960 - logits_profile_predictions_loss: 524.1190 - logcount_predictions_loss: 0.4506 95/1728 [>.............................] - ETA: 4:17 - loss: 540.3078 - logits_profile_predictions_loss: 524.1350 - logcount_predictions_loss: 0.4505 96/1728 [>.............................] - ETA: 4:17 - loss: 540.3147 - logits_profile_predictions_loss: 524.1458 - logcount_predictions_loss: 0.4504 97/1728 [>.............................] - ETA: 4:17 - loss: 540.3158 - logits_profile_predictions_loss: 524.1505 - logcount_predictions_loss: 0.4503 98/1728 [>.............................] - ETA: 4:16 - loss: 540.3108 - logits_profile_predictions_loss: 524.1490 - logcount_predictions_loss: 0.4502 99/1728 [>.............................] - ETA: 4:16 - loss: 540.3174 - logits_profile_predictions_loss: 524.1595 - logcount_predictions_loss: 0.4501 100/1728 [>.............................] - ETA: 4:16 - loss: 540.3280 - logits_profile_predictions_loss: 524.1742 - logcount_predictions_loss: 0.4500 101/1728 [>.............................] - ETA: 4:16 - loss: 540.3456 - logits_profile_predictions_loss: 524.1961 - logcount_predictions_loss: 0.4498 102/1728 [>.............................] - ETA: 4:16 - loss: 540.3703 - logits_profile_predictions_loss: 524.2253 - logcount_predictions_loss: 0.4497 103/1728 [>.............................] - ETA: 4:16 - loss: 540.3896 - logits_profile_predictions_loss: 524.2495 - logcount_predictions_loss: 0.4496 104/1728 [>.............................] - ETA: 4:15 - loss: 540.4100 - logits_profile_predictions_loss: 524.2751 - logcount_predictions_loss: 0.4494 105/1728 [>.............................] - ETA: 4:15 - loss: 540.4269 - logits_profile_predictions_loss: 524.2969 - logcount_predictions_loss: 0.4493 106/1728 [>.............................] - ETA: 4:15 - loss: 540.4402 - logits_profile_predictions_loss: 524.3141 - logcount_predictions_loss: 0.4492 107/1728 [>.............................] - ETA: 4:15 - loss: 540.4500 - logits_profile_predictions_loss: 524.3276 - logcount_predictions_loss: 0.4491 108/1728 [>.............................] - ETA: 4:15 - loss: 540.4521 - logits_profile_predictions_loss: 524.3336 - logcount_predictions_loss: 0.4490 109/1728 [>.............................] - ETA: 4:15 - loss: 540.4619 - logits_profile_predictions_loss: 524.3470 - logcount_predictions_loss: 0.4489 110/1728 [>.............................] - ETA: 4:14 - loss: 540.4738 - logits_profile_predictions_loss: 524.3626 - logcount_predictions_loss: 0.4488 111/1728 [>.............................] - ETA: 4:14 - loss: 540.4934 - logits_profile_predictions_loss: 524.3860 - logcount_predictions_loss: 0.4487 112/1728 [>.............................] - ETA: 4:14 - loss: 540.5088 - logits_profile_predictions_loss: 524.4046 - logcount_predictions_loss: 0.4486 113/1728 [>.............................] - ETA: 4:14 - loss: 540.5177 - logits_profile_predictions_loss: 524.4169 - logcount_predictions_loss: 0.4485 114/1728 [>.............................] - ETA: 4:14 - loss: 540.5239 - logits_profile_predictions_loss: 524.4268 - logcount_predictions_loss: 0.4484 115/1728 [>.............................] - ETA: 4:14 - loss: 540.5365 - logits_profile_predictions_loss: 524.4437 - logcount_predictions_loss: 0.4483 116/1728 [=>............................] - ETA: 4:14 - loss: 540.5537 - logits_profile_predictions_loss: 524.4651 - logcount_predictions_loss: 0.4481 117/1728 [=>............................] - ETA: 4:13 - loss: 540.5646 - logits_profile_predictions_loss: 524.4802 - logcount_predictions_loss: 0.4480 118/1728 [=>............................] - ETA: 4:13 - loss: 540.5793 - logits_profile_predictions_loss: 524.4990 - logcount_predictions_loss: 0.4479 119/1728 [=>............................] - ETA: 4:13 - loss: 540.5983 - logits_profile_predictions_loss: 524.5219 - logcount_predictions_loss: 0.4478 120/1728 [=>............................] - ETA: 4:13 - loss: 540.6200 - logits_profile_predictions_loss: 524.5476 - logcount_predictions_loss: 0.4477 121/1728 [=>............................] - ETA: 4:13 - loss: 540.6428 - logits_profile_predictions_loss: 524.5745 - logcount_predictions_loss: 0.4476 122/1728 [=>............................] - ETA: 4:13 - loss: 540.6620 - logits_profile_predictions_loss: 524.5979 - logcount_predictions_loss: 0.4475 123/1728 [=>............................] - ETA: 4:12 - loss: 540.6812 - logits_profile_predictions_loss: 524.6212 - logcount_predictions_loss: 0.4474 124/1728 [=>............................] - ETA: 4:12 - loss: 540.6973 - logits_profile_predictions_loss: 524.6416 - logcount_predictions_loss: 0.4472 125/1728 [=>............................] - ETA: 4:12 - loss: 540.7113 - logits_profile_predictions_loss: 524.6600 - logcount_predictions_loss: 0.4471 126/1728 [=>............................] - ETA: 4:12 - loss: 540.7275 - logits_profile_predictions_loss: 524.6808 - logcount_predictions_loss: 0.4470 127/1728 [=>............................] - ETA: 4:12 - loss: 540.7386 - logits_profile_predictions_loss: 524.6969 - logcount_predictions_loss: 0.4468 128/1728 [=>............................] - ETA: 4:12 - loss: 540.7550 - logits_profile_predictions_loss: 524.7183 - logcount_predictions_loss: 0.4467 129/1728 [=>............................] - ETA: 4:11 - loss: 540.7680 - logits_profile_predictions_loss: 524.7363 - logcount_predictions_loss: 0.4466 130/1728 [=>............................] - ETA: 4:11 - loss: 540.7805 - logits_profile_predictions_loss: 524.7540 - logcount_predictions_loss: 0.4464 131/1728 [=>............................] - ETA: 4:11 - loss: 540.7916 - logits_profile_predictions_loss: 524.7702 - logcount_predictions_loss: 0.4463 132/1728 [=>............................] - ETA: 4:11 - loss: 540.8046 - logits_profile_predictions_loss: 524.7880 - logcount_predictions_loss: 0.4461 133/1728 [=>............................] - ETA: 4:11 - loss: 540.8213 - logits_profile_predictions_loss: 524.8095 - logcount_predictions_loss: 0.4460 134/1728 [=>............................] - ETA: 4:11 - loss: 540.8391 - logits_profile_predictions_loss: 524.8321 - logcount_predictions_loss: 0.4459 135/1728 [=>............................] - ETA: 4:11 - loss: 540.8560 - logits_profile_predictions_loss: 524.8539 - logcount_predictions_loss: 0.4457 136/1728 [=>............................] - ETA: 4:10 - loss: 540.8728 - logits_profile_predictions_loss: 524.8759 - logcount_predictions_loss: 0.4456 137/1728 [=>............................] - ETA: 4:10 - loss: 540.8871 - logits_profile_predictions_loss: 524.8950 - logcount_predictions_loss: 0.4455 138/1728 [=>............................] - ETA: 4:10 - loss: 540.8980 - logits_profile_predictions_loss: 524.9107 - logcount_predictions_loss: 0.4453 139/1728 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[=====>........................] - ETA: 3:33 - loss: 541.5417 - logits_profile_predictions_loss: 525.8010 - logcount_predictions_loss: 0.4385 374/1728 [=====>........................] - ETA: 3:33 - loss: 541.5389 - logits_profile_predictions_loss: 525.7988 - logcount_predictions_loss: 0.4384 375/1728 [=====>........................] - ETA: 3:33 - loss: 541.5357 - logits_profile_predictions_loss: 525.7963 - logcount_predictions_loss: 0.4384 376/1728 [=====>........................] - ETA: 3:33 - loss: 541.5323 - logits_profile_predictions_loss: 525.7933 - logcount_predictions_loss: 0.4384 377/1728 [=====>........................] - ETA: 3:33 - loss: 541.5290 - logits_profile_predictions_loss: 525.7906 - logcount_predictions_loss: 0.4384 378/1728 [=====>........................] - ETA: 3:32 - loss: 541.5259 - logits_profile_predictions_loss: 525.7879 - logcount_predictions_loss: 0.4384 379/1728 [=====>........................] - ETA: 3:32 - loss: 541.5224 - 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[=====>........................] - ETA: 3:31 - loss: 541.4954 - logits_profile_predictions_loss: 525.7620 - logcount_predictions_loss: 0.4383 387/1728 [=====>........................] - ETA: 3:31 - loss: 541.4919 - logits_profile_predictions_loss: 525.7591 - logcount_predictions_loss: 0.4382 388/1728 [=====>........................] - ETA: 3:31 - loss: 541.4886 - logits_profile_predictions_loss: 525.7564 - logcount_predictions_loss: 0.4382 389/1728 [=====>........................] - ETA: 3:31 - loss: 541.4856 - logits_profile_predictions_loss: 525.7540 - logcount_predictions_loss: 0.4382 390/1728 [=====>........................] - ETA: 3:31 - loss: 541.4826 - logits_profile_predictions_loss: 525.7515 - logcount_predictions_loss: 0.4382 391/1728 [=====>........................] - ETA: 3:30 - loss: 541.4803 - logits_profile_predictions_loss: 525.7499 - logcount_predictions_loss: 0.4382 392/1728 [=====>........................] - ETA: 3:30 - loss: 541.4782 - 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loss: 542.1366 - logits_profile_predictions_loss: 526.5790 - logcount_predictions_loss: 0.4334 1674/1728 [============================>.] - ETA: 8s - loss: 542.1369 - logits_profile_predictions_loss: 526.5794 - logcount_predictions_loss: 0.4334 1675/1728 [============================>.] - ETA: 8s - loss: 542.1372 - logits_profile_predictions_loss: 526.5798 - logcount_predictions_loss: 0.4334 1676/1728 [============================>.] - ETA: 8s - loss: 542.1375 - logits_profile_predictions_loss: 526.5802 - logcount_predictions_loss: 0.4333 1677/1728 [============================>.] - ETA: 8s - loss: 542.1379 - logits_profile_predictions_loss: 526.5806 - logcount_predictions_loss: 0.4333 1678/1728 [============================>.] - ETA: 7s - loss: 542.1382 - logits_profile_predictions_loss: 526.5810 - logcount_predictions_loss: 0.4333 1679/1728 [============================>.] - ETA: 7s - loss: 542.1385 - logits_profile_predictions_loss: 526.5815 - logcount_predictions_loss: 0.4333 1680/1728 [============================>.] - ETA: 7s - loss: 542.1389 - logits_profile_predictions_loss: 526.5819 - logcount_predictions_loss: 0.4333 1681/1728 [============================>.] - ETA: 7s - loss: 542.1392 - logits_profile_predictions_loss: 526.5823 - logcount_predictions_loss: 0.4333 1682/1728 [============================>.] - ETA: 7s - loss: 542.1396 - logits_profile_predictions_loss: 526.5828 - logcount_predictions_loss: 0.4333 1683/1728 [============================>.] - ETA: 7s - loss: 542.1400 - logits_profile_predictions_loss: 526.5833 - logcount_predictions_loss: 0.4333 1684/1728 [============================>.] - ETA: 6s - loss: 542.1405 - logits_profile_predictions_loss: 526.5838 - logcount_predictions_loss: 0.4333 1685/1728 [============================>.] - ETA: 6s - loss: 542.1409 - logits_profile_predictions_loss: 526.5843 - logcount_predictions_loss: 0.4333 1686/1728 [============================>.] - ETA: 6s - loss: 542.1413 - logits_profile_predictions_loss: 526.5849 - logcount_predictions_loss: 0.4333 1687/1728 [============================>.] - ETA: 6s - loss: 542.1418 - logits_profile_predictions_loss: 526.5854 - logcount_predictions_loss: 0.4333 1688/1728 [============================>.] - ETA: 6s - loss: 542.1422 - logits_profile_predictions_loss: 526.5859 - logcount_predictions_loss: 0.4333 1689/1728 [============================>.] - ETA: 6s - loss: 542.1427 - logits_profile_predictions_loss: 526.5865 - logcount_predictions_loss: 0.4333 1690/1728 [============================>.] - ETA: 6s - loss: 542.1431 - logits_profile_predictions_loss: 526.5870 - logcount_predictions_loss: 0.4333 1691/1728 [============================>.] - ETA: 5s - loss: 542.1436 - logits_profile_predictions_loss: 526.5876 - logcount_predictions_loss: 0.4333 1692/1728 [============================>.] - ETA: 5s - loss: 542.1440 - logits_profile_predictions_loss: 526.5881 - logcount_predictions_loss: 0.4333 1693/1728 [============================>.] - ETA: 5s - loss: 542.1445 - logits_profile_predictions_loss: 526.5886 - logcount_predictions_loss: 0.4333 1694/1728 [============================>.] - ETA: 5s - loss: 542.1449 - logits_profile_predictions_loss: 526.5892 - logcount_predictions_loss: 0.4333 1695/1728 [============================>.] - ETA: 5s - loss: 542.1454 - logits_profile_predictions_loss: 526.5897 - logcount_predictions_loss: 0.4333 1696/1728 [============================>.] - ETA: 5s - loss: 542.1458 - logits_profile_predictions_loss: 526.5903 - logcount_predictions_loss: 0.4333 1697/1728 [============================>.] - ETA: 4s - loss: 542.1463 - logits_profile_predictions_loss: 526.5908 - logcount_predictions_loss: 0.4333 1698/1728 [============================>.] - ETA: 4s - loss: 542.1468 - logits_profile_predictions_loss: 526.5914 - logcount_predictions_loss: 0.4333 1699/1728 [============================>.] - ETA: 4s - loss: 542.1472 - logits_profile_predictions_loss: 526.5919 - logcount_predictions_loss: 0.4333 1700/1728 [============================>.] - ETA: 4s - loss: 542.1477 - logits_profile_predictions_loss: 526.5925 - logcount_predictions_loss: 0.4333 1701/1728 [============================>.] - ETA: 4s - loss: 542.1482 - logits_profile_predictions_loss: 526.5930 - logcount_predictions_loss: 0.4333 1702/1728 [============================>.] - ETA: 4s - loss: 542.1487 - logits_profile_predictions_loss: 526.5936 - logcount_predictions_loss: 0.4333 1703/1728 [============================>.] - ETA: 3s - loss: 542.1492 - logits_profile_predictions_loss: 526.5942 - logcount_predictions_loss: 0.4333 1704/1728 [============================>.] - ETA: 3s - loss: 542.1497 - logits_profile_predictions_loss: 526.5948 - logcount_predictions_loss: 0.4333 1705/1728 [============================>.] - ETA: 3s - loss: 542.1502 - logits_profile_predictions_loss: 526.5954 - logcount_predictions_loss: 0.4333 1706/1728 [============================>.] - ETA: 3s - loss: 542.1506 - logits_profile_predictions_loss: 526.5959 - logcount_predictions_loss: 0.4333 1707/1728 [============================>.] - ETA: 3s - loss: 542.1510 - logits_profile_predictions_loss: 526.5964 - logcount_predictions_loss: 0.4333 1708/1728 [============================>.] - ETA: 3s - loss: 542.1515 - logits_profile_predictions_loss: 526.5969 - logcount_predictions_loss: 0.4333 1709/1728 [============================>.] - ETA: 3s - loss: 542.1519 - logits_profile_predictions_loss: 526.5974 - logcount_predictions_loss: 0.4333 1710/1728 [============================>.] - ETA: 2s - loss: 542.1523 - logits_profile_predictions_loss: 526.5980 - logcount_predictions_loss: 0.4333 1711/1728 [============================>.] - ETA: 2s - loss: 542.1528 - logits_profile_predictions_loss: 526.5985 - logcount_predictions_loss: 0.4333 1712/1728 [============================>.] - ETA: 2s - loss: 542.1532 - logits_profile_predictions_loss: 526.5991 - logcount_predictions_loss: 0.4333 1713/1728 [============================>.] - ETA: 2s - loss: 542.1537 - logits_profile_predictions_loss: 526.5996 - logcount_predictions_loss: 0.4333 1714/1728 [============================>.] - ETA: 2s - loss: 542.1542 - logits_profile_predictions_loss: 526.6002 - logcount_predictions_loss: 0.4333 1715/1728 [============================>.] - ETA: 2s - loss: 542.1546 - logits_profile_predictions_loss: 526.6007 - logcount_predictions_loss: 0.4333 1716/1728 [============================>.] - ETA: 1s - loss: 542.1551 - logits_profile_predictions_loss: 526.6013 - logcount_predictions_loss: 0.4333 1717/1728 [============================>.] - ETA: 1s - loss: 542.1556 - logits_profile_predictions_loss: 526.6018 - logcount_predictions_loss: 0.4333 1718/1728 [============================>.] - ETA: 1s - loss: 542.1560 - logits_profile_predictions_loss: 526.6023 - logcount_predictions_loss: 0.4332 1719/1728 [============================>.] - ETA: 1s - loss: 542.1564 - logits_profile_predictions_loss: 526.6029 - logcount_predictions_loss: 0.4332 1720/1728 [============================>.] - ETA: 1s - loss: 542.1569 - logits_profile_predictions_loss: 526.6034 - logcount_predictions_loss: 0.4332 1721/1728 [============================>.] - ETA: 1s - loss: 542.1573 - logits_profile_predictions_loss: 526.6039 - logcount_predictions_loss: 0.4332 1722/1728 [============================>.] - ETA: 0s - loss: 542.1577 - logits_profile_predictions_loss: 526.6044 - logcount_predictions_loss: 0.4332 1723/1728 [============================>.] - ETA: 0s - loss: 542.1581 - logits_profile_predictions_loss: 526.6048 - logcount_predictions_loss: 0.4332 1724/1728 [============================>.] - ETA: 0s - loss: 542.1585 - logits_profile_predictions_loss: 526.6053 - logcount_predictions_loss: 0.4332 1725/1728 [============================>.] - ETA: 0s - loss: 542.1589 - logits_profile_predictions_loss: 526.6058 - logcount_predictions_loss: 0.4332 1726/1728 [============================>.] - ETA: 0s - loss: 542.1593 - logits_profile_predictions_loss: 526.6063 - logcount_predictions_loss: 0.4332 1727/1728 [============================>.] - ETA: 0s - loss: 542.1598 - logits_profile_predictions_loss: 526.6068 - logcount_predictions_loss: 0.4332 1728/1728 [==============================] - ETA: 0s - loss: 542.1602 - logits_profile_predictions_loss: 526.6074 - logcount_predictions_loss: 0.4332 1728/1728 [==============================] - 285s 165ms/step - loss: 542.1607 - logits_profile_predictions_loss: 526.6079 - logcount_predictions_loss: 0.4332 - val_loss: 740.7883 - val_logits_profile_predictions_loss: 698.8007 - val_logcount_predictions_loss: 1.1696 Epoch 00020: val_loss did not improve from 734.25177 Restoring model weights from the end of the best epoch. Epoch 00020: early stopping save model save model without bias 2022-02-15_21-57-08: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//preprocessing/bigWigs/ENCSR044ATC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(30607, 10) loading nonpeaks... got split:test for bed regions:(30606, 10) 0/240 100/240 200/240 2022-02-15_22-00-08: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//preprocessing/bigWigs/ENCSR044ATC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(30607, 10) loading nonpeaks... got split:test for bed regions:(30606, 10) 0/240 100/240 200/240 2022-02-15_22-02-56: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//preprocessing/bigWigs/ENCSR044ATC.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(30607, 10) loading nonpeaks... got split:test for bed regions:(30606, 10) 0/240 100/240 200/240 2022-02-15_22-04-58: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//footprints 2022-02-15_22-04-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/30 [>.............................] - ETA: 3:20 3/30 [==>...........................] - ETA: 9s  4/30 [===>..........................] - ETA: 11s 5/30 [====>.........................] - ETA: 12s 6/30 [=====>........................] - ETA: 13s 7/30 [======>.......................] - ETA: 13s 8/30 [=======>......................] - ETA: 12s 9/30 [========>.....................] - ETA: 12s 10/30 [=========>....................] - ETA: 12s 11/30 [==========>...................] - ETA: 11s 12/30 [===========>..................] - ETA: 11s 13/30 [============>.................] - ETA: 10s 14/30 [=============>................] - ETA: 10s 15/30 [==============>...............] - ETA: 9s  16/30 [===============>..............] - ETA: 8s 17/30 [================>.............] - ETA: 8s 18/30 [=================>............] - ETA: 7s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 5s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 3s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 1s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 27s 694ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 17s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 8s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 691ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 17s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 8s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 693ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 17s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 8s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 694ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 17s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 9s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 696ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 18s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 9s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 696ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 18s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 9s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 697ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 18s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 9s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 697ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 18s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 9s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 697ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 19s 3/30 [==>...........................] - ETA: 18s 4/30 [===>..........................] - ETA: 18s 5/30 [====>.........................] - ETA: 17s 6/30 [=====>........................] - ETA: 16s 7/30 [======>.......................] - ETA: 15s 8/30 [=======>......................] - ETA: 15s 9/30 [========>.....................] - ETA: 14s 10/30 [=========>....................] - ETA: 13s 11/30 [==========>...................] - ETA: 13s 12/30 [===========>..................] - ETA: 12s 13/30 [============>.................] - ETA: 11s 14/30 [=============>................] - ETA: 11s 15/30 [==============>...............] - ETA: 10s 16/30 [===============>..............] - ETA: 9s  17/30 [================>.............] - ETA: 9s 18/30 [=================>............] - ETA: 8s 19/30 [==================>...........] - ETA: 7s 20/30 [===================>..........] - ETA: 6s 21/30 [====================>.........] - ETA: 6s 22/30 [=====================>........] - ETA: 5s 23/30 [======================>.......] - ETA: 4s 24/30 [=======================>......] - ETA: 4s 25/30 [========================>.....] - ETA: 3s 26/30 [=========================>....] - ETA: 2s 27/30 [==========================>...] - ETA: 2s 28/30 [===========================>..] - ETA: 1s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 20s 697ms/step Saving marginal footprints 2022-02-15_22-08-47: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//footprints 2022-02-15_22-08-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR044ATC//chrombpnet_model_feb15//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "functional_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/30 [>.............................] - ETA: 1:31 3/30 [==>...........................] - ETA: 0s  4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 0s 12/30 [===========>..................] - ETA: 0s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 5s 59ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step 1/30 [>.............................] - ETA: 0s 2/30 [=>............................] - ETA: 1s 3/30 [==>...........................] - ETA: 1s 4/30 [===>..........................] - ETA: 1s 5/30 [====>.........................] - ETA: 1s 6/30 [=====>........................] - ETA: 1s 7/30 [======>.......................] - ETA: 1s 8/30 [=======>......................] - ETA: 1s 9/30 [========>.....................] - ETA: 1s 10/30 [=========>....................] - ETA: 1s 11/30 [==========>...................] - ETA: 1s 12/30 [===========>..................] - ETA: 1s 13/30 [============>.................] - ETA: 0s 14/30 [=============>................] - ETA: 0s 15/30 [==============>...............] - ETA: 0s 16/30 [===============>..............] - ETA: 0s 17/30 [================>.............] - ETA: 0s 18/30 [=================>............] - ETA: 0s 19/30 [==================>...........] - ETA: 0s 20/30 [===================>..........] - ETA: 0s 21/30 [====================>.........] - ETA: 0s 22/30 [=====================>........] - ETA: 0s 23/30 [======================>.......] - ETA: 0s 24/30 [=======================>......] - ETA: 0s 25/30 [========================>.....] - ETA: 0s 26/30 [=========================>....] - ETA: 0s 27/30 [==========================>...] - ETA: 0s 28/30 [===========================>..] - ETA: 0s 29/30 [============================>.] - ETA: 0s 30/30 [==============================] - ETA: 0s 30/30 [==============================] - 2s 57ms/step Saving marginal footprints