ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Fri Sep 23 16:55:53 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:4B:00.0 Off | 0 | | N/A 36C P0 65W / 400W | 0MiB / 81920MiB | 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 2022-09-23_16-55-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR977LVI//preprocessing/bigWigs/ENCSR977LVI.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR977LVI//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR977LVI//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 103964 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 103964 Number of peaks input: 25318 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 25318 Number of non peaks input: 103413 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 103413 Number of non peaks input: 25868 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 25868 Number of peaks after removing outliers: 102820 Number of nonpeaks after removing outliers: 89903 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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2671/2810 [===========================>..] - ETA: 0s 2683/2810 [===========================>..] - ETA: 0s 2695/2810 [===========================>..] - ETA: 0s 2707/2810 [===========================>..] - ETA: 0s 2719/2810 [============================>.] - ETA: 0s 2731/2810 [============================>.] - ETA: 0s 2743/2810 [============================>.] - ETA: 0s 2755/2810 [============================>.] - ETA: 0s 2767/2810 [============================>.] - ETA: 0s 2779/2810 [============================>.] - ETA: 0s 2789/2810 [============================>.] - ETA: 0s 2801/2810 [============================>.] - ETA: 0s 2810/2810 [==============================] - ETA: 0s 2810/2810 [==============================] - 19s 4ms/step 2022-09-23_16-58-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR977LVI//preprocessing/bigWigs/ENCSR977LVI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.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': '39.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(93190, 10) loading nonpeaks... got split:train for bed regions:(82594, 10) loading peaks... got split:valid for bed regions:(9630, 10) loading nonpeaks... got split:valid for bed regions:(7309, 10) Epoch 1/50 1/1602 [..............................] - ETA: 2:42:34 - loss: 1923.8116 - logits_profile_predictions_loss: 1391.6156 - logcount_predictions_loss: 13.3718 2/1602 [..............................] - ETA: 3:42 - loss: 89146.2574 - logits_profile_predictions_loss: 1220.0186 - logcount_predictions_loss: 2209.2022 3/1602 [..............................] - ETA: 3:42 - loss: 98774.3669 - logits_profile_predictions_loss: 1183.0242 - logcount_predictions_loss: 2452.0441 4/1602 [..............................] - ETA: 3:42 - loss: 96315.4002 - logits_profile_predictions_loss: 1162.6806 - logcount_predictions_loss: 2390.7722 5/1602 [..............................] - ETA: 3:41 - loss: 91362.1483 - logits_profile_predictions_loss: 1156.7914 - logcount_predictions_loss: 2266.4666 6/1602 [..............................] - ETA: 3:41 - loss: 86131.0272 - logits_profile_predictions_loss: 1160.0781 - logcount_predictions_loss: 2134.9488 7/1602 [..............................] - ETA: 3:41 - loss: 81210.5021 - logits_profile_predictions_loss: 1164.4611 - logcount_predictions_loss: 2011.2074 8/1602 [..............................] - ETA: 3:41 - loss: 76739.0141 - logits_profile_predictions_loss: 1165.7273 - logcount_predictions_loss: 1898.8267 9/1602 [..............................] - ETA: 3:40 - loss: 72719.9009 - logits_profile_predictions_loss: 1164.6108 - logcount_predictions_loss: 1797.8719 10/1602 [..............................] - ETA: 3:40 - loss: 69111.9441 - logits_profile_predictions_loss: 1160.2274 - logcount_predictions_loss: 1707.3299 11/1602 [..............................] - ETA: 3:40 - loss: 65870.5056 - logits_profile_predictions_loss: 1155.8632 - logcount_predictions_loss: 1625.9963 12/1602 [..............................] - ETA: 3:40 - loss: 62948.3624 - logits_profile_predictions_loss: 1151.9439 - logcount_predictions_loss: 1552.6741 13/1602 [..............................] - ETA: 3:40 - loss: 60303.3290 - logits_profile_predictions_loss: 1148.3788 - logcount_predictions_loss: 1486.3056 14/1602 [..............................] - ETA: 3:40 - loss: 57898.9429 - logits_profile_predictions_loss: 1145.1610 - logcount_predictions_loss: 1425.9747 15/1602 [..............................] - ETA: 3:39 - loss: 55704.8552 - logits_profile_predictions_loss: 1142.6313 - logcount_predictions_loss: 1370.9104 16/1602 [..............................] - ETA: 3:39 - loss: 53694.3985 - logits_profile_predictions_loss: 1140.5859 - logcount_predictions_loss: 1320.4478 17/1602 [..............................] - ETA: 3:39 - loss: 51844.9458 - logits_profile_predictions_loss: 1138.6813 - logcount_predictions_loss: 1274.0270 18/1602 [..............................] - ETA: 3:39 - loss: 50137.1607 - logits_profile_predictions_loss: 1136.7068 - logcount_predictions_loss: 1231.1674 19/1602 [..............................] - ETA: 3:39 - loss: 48556.3976 - logits_profile_predictions_loss: 1135.5960 - logcount_predictions_loss: 1191.4777 20/1602 [..............................] - ETA: 3:39 - loss: 47087.3685 - logits_profile_predictions_loss: 1134.3205 - logcount_predictions_loss: 1154.5994 21/1602 [..............................] - ETA: 3:39 - loss: 45718.2488 - logits_profile_predictions_loss: 1132.8351 - logcount_predictions_loss: 1120.2368 22/1602 [..............................] - ETA: 3:38 - loss: 44438.7972 - logits_profile_predictions_loss: 1131.0952 - logcount_predictions_loss: 1088.1335 23/1602 [..............................] - ETA: 3:38 - loss: 43240.9963 - logits_profile_predictions_loss: 1129.7648 - logcount_predictions_loss: 1058.0714 24/1602 [..............................] - ETA: 3:38 - loss: 42116.8045 - logits_profile_predictions_loss: 1128.6437 - logcount_predictions_loss: 1029.8535 25/1602 [..............................] - ETA: 3:38 - loss: 41058.8300 - logits_profile_predictions_loss: 1127.3298 - logcount_predictions_loss: 1003.3043 26/1602 [..............................] - ETA: 3:38 - loss: 40061.2835 - logits_profile_predictions_loss: 1125.8785 - logcount_predictions_loss: 978.2767  27/1602 [..............................] - ETA: 3:38 - loss: 39119.3608 - logits_profile_predictions_loss: 1124.6227 - logcount_predictions_loss: 954.6419 28/1602 [..............................] - ETA: 3:37 - loss: 38228.7767 - logits_profile_predictions_loss: 1123.9608 - logcount_predictions_loss: 932.2820 29/1602 [..............................] - ETA: 3:37 - loss: 37384.9337 - logits_profile_predictions_loss: 1123.4931 - logcount_predictions_loss: 911.0917 30/1602 [..............................] - ETA: 3:37 - loss: 36583.8693 - logits_profile_predictions_loss: 1123.0757 - logcount_predictions_loss: 890.9749 31/1602 [..............................] - ETA: 3:37 - loss: 35822.6091 - logits_profile_predictions_loss: 1123.0349 - logcount_predictions_loss: 871.8488 32/1602 [..............................] - ETA: 3:37 - loss: 35097.2889 - logits_profile_predictions_loss: 1122.7486 - logcount_predictions_loss: 853.6319 33/1602 [..............................] - ETA: 3:37 - loss: 34405.3471 - logits_profile_predictions_loss: 1122.3386 - logcount_predictions_loss: 836.2567 34/1602 [..............................] - ETA: 3:37 - loss: 33744.8864 - 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val_loss: 1017.4630 - val_logits_profile_predictions_loss: 913.5146 - val_logcount_predictions_loss: 2.6118 Epoch 00001: val_loss improved from inf to 1017.46295, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 2/50 1/1602 [..............................] - ETA: 4:26 - loss: 1089.5912 - logits_profile_predictions_loss: 952.7421 - logcount_predictions_loss: 3.4384 2/1602 [..............................] - ETA: 3:56 - loss: 1028.3446 - logits_profile_predictions_loss: 901.4249 - logcount_predictions_loss: 3.1889 3/1602 [..............................] - ETA: 3:48 - loss: 997.1903 - logits_profile_predictions_loss: 877.2766 - logcount_predictions_loss: 3.0129  4/1602 [..............................] - ETA: 3:46 - loss: 992.8037 - logits_profile_predictions_loss: 878.0400 - logcount_predictions_loss: 2.8835 5/1602 [..............................] - ETA: 3:44 - loss: 993.5386 - 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[==>...........................] - ETA: 3:15 - loss: 956.0013 - logits_profile_predictions_loss: 856.3845 - logcount_predictions_loss: 2.5029 190/1602 [==>...........................] - ETA: 3:15 - loss: 955.9670 - logits_profile_predictions_loss: 856.3623 - logcount_predictions_loss: 2.5026 191/1602 [==>...........................] - ETA: 3:15 - loss: 955.9356 - logits_profile_predictions_loss: 856.3436 - logcount_predictions_loss: 2.5023 192/1602 [==>...........................] - ETA: 3:15 - loss: 955.9017 - logits_profile_predictions_loss: 856.3222 - logcount_predictions_loss: 2.5020 193/1602 [==>...........................] - ETA: 3:15 - loss: 955.8731 - logits_profile_predictions_loss: 856.3063 - logcount_predictions_loss: 2.5017 194/1602 [==>...........................] - ETA: 3:15 - loss: 955.8423 - logits_profile_predictions_loss: 856.2888 - logcount_predictions_loss: 2.5013 195/1602 [==>...........................] - ETA: 3:15 - loss: 955.8079 - 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[==>...........................] - ETA: 3:14 - loss: 955.6104 - logits_profile_predictions_loss: 856.1653 - logcount_predictions_loss: 2.4986 203/1602 [==>...........................] - ETA: 3:13 - loss: 955.5836 - logits_profile_predictions_loss: 856.1518 - logcount_predictions_loss: 2.4983 204/1602 [==>...........................] - ETA: 3:13 - loss: 955.5570 - logits_profile_predictions_loss: 856.1384 - logcount_predictions_loss: 2.4980 205/1602 [==>...........................] - ETA: 3:13 - loss: 955.5311 - logits_profile_predictions_loss: 856.1269 - logcount_predictions_loss: 2.4976 206/1602 [==>...........................] - ETA: 3:13 - loss: 955.5028 - logits_profile_predictions_loss: 856.1127 - logcount_predictions_loss: 2.4972 207/1602 [==>...........................] - ETA: 3:13 - loss: 955.4733 - logits_profile_predictions_loss: 856.0970 - logcount_predictions_loss: 2.4969 208/1602 [==>...........................] - ETA: 3:13 - loss: 955.4482 - logits_profile_predictions_loss: 856.0855 - logcount_predictions_loss: 2.4965 209/1602 [==>...........................] - ETA: 3:13 - loss: 955.4208 - logits_profile_predictions_loss: 856.0715 - logcount_predictions_loss: 2.4962 210/1602 [==>...........................] - ETA: 3:12 - loss: 955.3945 - logits_profile_predictions_loss: 856.0589 - logcount_predictions_loss: 2.4959 211/1602 [==>...........................] - ETA: 3:12 - loss: 955.3692 - logits_profile_predictions_loss: 856.0465 - logcount_predictions_loss: 2.4955 212/1602 [==>...........................] - ETA: 3:12 - loss: 955.3448 - logits_profile_predictions_loss: 856.0347 - logcount_predictions_loss: 2.4952 213/1602 [==>...........................] - ETA: 3:12 - loss: 955.3173 - logits_profile_predictions_loss: 856.0193 - logcount_predictions_loss: 2.4949 214/1602 [===>..........................] - ETA: 3:12 - loss: 955.2918 - logits_profile_predictions_loss: 856.0062 - logcount_predictions_loss: 2.4946 215/1602 [===>..........................] - ETA: 3:12 - loss: 955.2659 - logits_profile_predictions_loss: 855.9922 - logcount_predictions_loss: 2.4943 216/1602 [===>..........................] - ETA: 3:12 - loss: 955.2375 - logits_profile_predictions_loss: 855.9754 - logcount_predictions_loss: 2.4940 217/1602 [===>..........................] - ETA: 3:11 - loss: 955.2122 - logits_profile_predictions_loss: 855.9620 - logcount_predictions_loss: 2.4937 218/1602 [===>..........................] - ETA: 3:11 - loss: 955.1833 - logits_profile_predictions_loss: 855.9444 - logcount_predictions_loss: 2.4934 219/1602 [===>..........................] - ETA: 3:11 - loss: 955.1542 - logits_profile_predictions_loss: 855.9269 - logcount_predictions_loss: 2.4931 220/1602 [===>..........................] - ETA: 3:11 - loss: 955.1249 - logits_profile_predictions_loss: 855.9091 - logcount_predictions_loss: 2.4929 221/1602 [===>..........................] - ETA: 3:11 - loss: 955.0961 - 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[===>..........................] - ETA: 3:10 - loss: 954.8767 - logits_profile_predictions_loss: 855.7491 - logcount_predictions_loss: 2.4906 229/1602 [===>..........................] - ETA: 3:10 - loss: 954.8423 - logits_profile_predictions_loss: 855.7255 - logcount_predictions_loss: 2.4904 230/1602 [===>..........................] - ETA: 3:10 - loss: 954.8066 - logits_profile_predictions_loss: 855.7004 - logcount_predictions_loss: 2.4901 231/1602 [===>..........................] - ETA: 3:10 - loss: 954.7698 - logits_profile_predictions_loss: 855.6744 - logcount_predictions_loss: 2.4898 232/1602 [===>..........................] - ETA: 3:09 - loss: 954.7361 - logits_profile_predictions_loss: 855.6517 - logcount_predictions_loss: 2.4896 233/1602 [===>..........................] - ETA: 3:09 - loss: 954.7031 - logits_profile_predictions_loss: 855.6302 - logcount_predictions_loss: 2.4893 234/1602 [===>..........................] - ETA: 3:09 - loss: 954.6741 - 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[===>..........................] - ETA: 3:08 - loss: 954.4557 - logits_profile_predictions_loss: 855.4697 - logcount_predictions_loss: 2.4871 242/1602 [===>..........................] - ETA: 3:08 - loss: 954.4246 - logits_profile_predictions_loss: 855.4486 - logcount_predictions_loss: 2.4868 243/1602 [===>..........................] - ETA: 3:08 - loss: 954.3956 - logits_profile_predictions_loss: 855.4295 - logcount_predictions_loss: 2.4866 244/1602 [===>..........................] - ETA: 3:08 - loss: 954.3691 - logits_profile_predictions_loss: 855.4133 - logcount_predictions_loss: 2.4863 245/1602 [===>..........................] - ETA: 3:08 - loss: 954.3414 - logits_profile_predictions_loss: 855.3958 - logcount_predictions_loss: 2.4861 246/1602 [===>..........................] - ETA: 3:07 - loss: 954.3140 - logits_profile_predictions_loss: 855.3788 - logcount_predictions_loss: 2.4858 247/1602 [===>..........................] - ETA: 3:07 - loss: 954.2843 - 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[====>.........................] - ETA: 3:05 - loss: 953.7163 - logits_profile_predictions_loss: 854.9855 - logcount_predictions_loss: 2.4807 268/1602 [====>.........................] - ETA: 3:04 - loss: 953.6868 - logits_profile_predictions_loss: 854.9654 - logcount_predictions_loss: 2.4804 269/1602 [====>.........................] - ETA: 3:04 - loss: 953.6549 - logits_profile_predictions_loss: 854.9424 - logcount_predictions_loss: 2.4802 270/1602 [====>.........................] - ETA: 3:04 - loss: 953.6242 - logits_profile_predictions_loss: 854.9207 - logcount_predictions_loss: 2.4800 271/1602 [====>.........................] - ETA: 3:04 - loss: 953.5941 - logits_profile_predictions_loss: 854.8998 - logcount_predictions_loss: 2.4798 272/1602 [====>.........................] - ETA: 3:04 - loss: 953.5653 - logits_profile_predictions_loss: 854.8801 - logcount_predictions_loss: 2.4795 273/1602 [====>.........................] - ETA: 3:04 - loss: 953.5373 - 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[====>.........................] - ETA: 3:03 - loss: 953.3596 - logits_profile_predictions_loss: 854.7471 - logcount_predictions_loss: 2.4777 281/1602 [====>.........................] - ETA: 3:03 - loss: 953.3367 - logits_profile_predictions_loss: 854.7329 - logcount_predictions_loss: 2.4775 282/1602 [====>.........................] - ETA: 3:02 - loss: 953.3140 - logits_profile_predictions_loss: 854.7190 - logcount_predictions_loss: 2.4773 283/1602 [====>.........................] - ETA: 3:02 - loss: 953.2916 - logits_profile_predictions_loss: 854.7052 - logcount_predictions_loss: 2.4770 284/1602 [====>.........................] - ETA: 3:02 - loss: 953.2694 - logits_profile_predictions_loss: 854.6911 - logcount_predictions_loss: 2.4768 285/1602 [====>.........................] - ETA: 3:02 - loss: 953.2460 - logits_profile_predictions_loss: 854.6762 - logcount_predictions_loss: 2.4766 286/1602 [====>.........................] - ETA: 3:02 - loss: 953.2223 - logits_profile_predictions_loss: 854.6612 - logcount_predictions_loss: 2.4764 287/1602 [====>.........................] - ETA: 3:02 - loss: 953.1966 - logits_profile_predictions_loss: 854.6441 - logcount_predictions_loss: 2.4762 288/1602 [====>.........................] - ETA: 3:02 - loss: 953.1693 - logits_profile_predictions_loss: 854.6257 - logcount_predictions_loss: 2.4760 289/1602 [====>.........................] - ETA: 3:01 - loss: 953.1405 - logits_profile_predictions_loss: 854.6055 - logcount_predictions_loss: 2.4758 290/1602 [====>.........................] - ETA: 3:01 - loss: 953.1111 - logits_profile_predictions_loss: 854.5847 - logcount_predictions_loss: 2.4755 291/1602 [====>.........................] - ETA: 3:01 - loss: 953.0819 - logits_profile_predictions_loss: 854.5641 - logcount_predictions_loss: 2.4753 292/1602 [====>.........................] - ETA: 3:01 - loss: 953.0535 - logits_profile_predictions_loss: 854.5443 - logcount_predictions_loss: 2.4751 293/1602 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[..............................] - ETA: 3:39 - loss: 878.7696 - logits_profile_predictions_loss: 794.8621 - logcount_predictions_loss: 2.1082 23/1602 [..............................] - ETA: 3:38 - loss: 877.9467 - logits_profile_predictions_loss: 793.9822 - logcount_predictions_loss: 2.1097 24/1602 [..............................] - ETA: 3:38 - loss: 877.4000 - logits_profile_predictions_loss: 793.4083 - logcount_predictions_loss: 2.1103 25/1602 [..............................] - ETA: 3:38 - loss: 876.9515 - logits_profile_predictions_loss: 792.8976 - logcount_predictions_loss: 2.1119 26/1602 [..............................] - ETA: 3:38 - loss: 876.4145 - logits_profile_predictions_loss: 792.2381 - logcount_predictions_loss: 2.1150 27/1602 [..............................] - ETA: 3:38 - loss: 875.9103 - logits_profile_predictions_loss: 791.6392 - logcount_predictions_loss: 2.1174 28/1602 [..............................] - ETA: 3:38 - loss: 875.2440 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:14 - loss: 849.6976 - logits_profile_predictions_loss: 765.5476 - logcount_predictions_loss: 2.1143 200/1602 [==>...........................] - ETA: 3:14 - loss: 849.6501 - logits_profile_predictions_loss: 765.5151 - logcount_predictions_loss: 2.1139 201/1602 [==>...........................] - ETA: 3:14 - loss: 849.6013 - logits_profile_predictions_loss: 765.4820 - logcount_predictions_loss: 2.1135 202/1602 [==>...........................] - ETA: 3:13 - loss: 849.5528 - logits_profile_predictions_loss: 765.4485 - logcount_predictions_loss: 2.1132 203/1602 [==>...........................] - ETA: 3:13 - loss: 849.5010 - logits_profile_predictions_loss: 765.4117 - logcount_predictions_loss: 2.1128 204/1602 [==>...........................] - ETA: 3:13 - loss: 849.4479 - logits_profile_predictions_loss: 765.3736 - logcount_predictions_loss: 2.1124 205/1602 [==>...........................] - ETA: 3:13 - loss: 849.3901 - 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[==>...........................] - ETA: 3:12 - loss: 848.9523 - logits_profile_predictions_loss: 765.0015 - logcount_predictions_loss: 2.1093 213/1602 [==>...........................] - ETA: 3:12 - loss: 848.8859 - logits_profile_predictions_loss: 764.9499 - logcount_predictions_loss: 2.1089 214/1602 [===>..........................] - ETA: 3:12 - loss: 848.8186 - logits_profile_predictions_loss: 764.8967 - logcount_predictions_loss: 2.1086 215/1602 [===>..........................] - ETA: 3:12 - loss: 848.7506 - logits_profile_predictions_loss: 764.8426 - logcount_predictions_loss: 2.1082 216/1602 [===>..........................] - ETA: 3:12 - loss: 848.6857 - logits_profile_predictions_loss: 764.7914 - logcount_predictions_loss: 2.1079 217/1602 [===>..........................] - ETA: 3:11 - loss: 848.6227 - logits_profile_predictions_loss: 764.7413 - logcount_predictions_loss: 2.1076 218/1602 [===>..........................] - ETA: 3:11 - loss: 848.5603 - logits_profile_predictions_loss: 764.6909 - logcount_predictions_loss: 2.1073 219/1602 [===>..........................] - ETA: 3:11 - loss: 848.4993 - logits_profile_predictions_loss: 764.6421 - logcount_predictions_loss: 2.1070 220/1602 [===>..........................] - ETA: 3:11 - loss: 848.4382 - logits_profile_predictions_loss: 764.5935 - logcount_predictions_loss: 2.1066 221/1602 [===>..........................] - ETA: 3:11 - loss: 848.3795 - logits_profile_predictions_loss: 764.5471 - logcount_predictions_loss: 2.1063 222/1602 [===>..........................] - ETA: 3:11 - loss: 848.3223 - logits_profile_predictions_loss: 764.5016 - logcount_predictions_loss: 2.1060 223/1602 [===>..........................] - ETA: 3:11 - loss: 848.2665 - logits_profile_predictions_loss: 764.4576 - logcount_predictions_loss: 2.1057 224/1602 [===>..........................] - ETA: 3:10 - loss: 848.2093 - logits_profile_predictions_loss: 764.4124 - logcount_predictions_loss: 2.1054 225/1602 [===>..........................] - ETA: 3:10 - loss: 848.1504 - logits_profile_predictions_loss: 764.3652 - logcount_predictions_loss: 2.1052 226/1602 [===>..........................] - ETA: 3:10 - loss: 848.0953 - logits_profile_predictions_loss: 764.3220 - logcount_predictions_loss: 2.1049 227/1602 [===>..........................] - ETA: 3:10 - loss: 848.0431 - logits_profile_predictions_loss: 764.2817 - logcount_predictions_loss: 2.1046 228/1602 [===>..........................] - ETA: 3:10 - loss: 847.9904 - logits_profile_predictions_loss: 764.2412 - logcount_predictions_loss: 2.1043 229/1602 [===>..........................] - ETA: 3:10 - loss: 847.9372 - logits_profile_predictions_loss: 764.1997 - logcount_predictions_loss: 2.1040 230/1602 [===>..........................] - ETA: 3:10 - loss: 847.8816 - logits_profile_predictions_loss: 764.1559 - logcount_predictions_loss: 2.1037 231/1602 [===>..........................] - ETA: 3:09 - loss: 847.8248 - logits_profile_predictions_loss: 764.1110 - logcount_predictions_loss: 2.1034 232/1602 [===>..........................] - ETA: 3:09 - loss: 847.7693 - logits_profile_predictions_loss: 764.0676 - logcount_predictions_loss: 2.1031 233/1602 [===>..........................] - ETA: 3:09 - loss: 847.7128 - logits_profile_predictions_loss: 764.0231 - logcount_predictions_loss: 2.1028 234/1602 [===>..........................] - ETA: 3:09 - loss: 847.6545 - logits_profile_predictions_loss: 763.9771 - logcount_predictions_loss: 2.1024 235/1602 [===>..........................] - ETA: 3:09 - loss: 847.5958 - logits_profile_predictions_loss: 763.9308 - logcount_predictions_loss: 2.1021 236/1602 [===>..........................] - ETA: 3:09 - loss: 847.5395 - logits_profile_predictions_loss: 763.8864 - logcount_predictions_loss: 2.1018 237/1602 [===>..........................] - ETA: 3:09 - loss: 847.4835 - logits_profile_predictions_loss: 763.8418 - logcount_predictions_loss: 2.1015 238/1602 [===>..........................] - ETA: 3:08 - loss: 847.4275 - logits_profile_predictions_loss: 763.7968 - logcount_predictions_loss: 2.1013 239/1602 [===>..........................] - ETA: 3:08 - loss: 847.3716 - logits_profile_predictions_loss: 763.7514 - logcount_predictions_loss: 2.1010 240/1602 [===>..........................] - ETA: 3:08 - loss: 847.3162 - logits_profile_predictions_loss: 763.7063 - logcount_predictions_loss: 2.1008 241/1602 [===>..........................] - ETA: 3:08 - loss: 847.2592 - logits_profile_predictions_loss: 763.6594 - logcount_predictions_loss: 2.1005 242/1602 [===>..........................] - ETA: 3:08 - loss: 847.2000 - logits_profile_predictions_loss: 763.6103 - logcount_predictions_loss: 2.1002 243/1602 [===>..........................] - ETA: 3:08 - loss: 847.1416 - logits_profile_predictions_loss: 763.5622 - logcount_predictions_loss: 2.1000 244/1602 [===>..........................] - ETA: 3:08 - loss: 847.0838 - logits_profile_predictions_loss: 763.5146 - logcount_predictions_loss: 2.0997 245/1602 [===>..........................] - ETA: 3:08 - loss: 847.0269 - logits_profile_predictions_loss: 763.4682 - logcount_predictions_loss: 2.0995 246/1602 [===>..........................] - ETA: 3:07 - loss: 846.9706 - logits_profile_predictions_loss: 763.4220 - logcount_predictions_loss: 2.0992 247/1602 [===>..........................] - ETA: 3:07 - loss: 846.9169 - logits_profile_predictions_loss: 763.3784 - logcount_predictions_loss: 2.0990 248/1602 [===>..........................] - ETA: 3:07 - loss: 846.8641 - logits_profile_predictions_loss: 763.3355 - logcount_predictions_loss: 2.0987 249/1602 [===>..........................] - ETA: 3:07 - loss: 846.8124 - logits_profile_predictions_loss: 763.2939 - logcount_predictions_loss: 2.0985 250/1602 [===>..........................] - ETA: 3:07 - loss: 846.7607 - logits_profile_predictions_loss: 763.2525 - logcount_predictions_loss: 2.0982 251/1602 [===>..........................] - ETA: 3:07 - loss: 846.7095 - logits_profile_predictions_loss: 763.2116 - logcount_predictions_loss: 2.0979 252/1602 [===>..........................] - ETA: 3:07 - loss: 846.6569 - logits_profile_predictions_loss: 763.1692 - logcount_predictions_loss: 2.0977 253/1602 [===>..........................] - ETA: 3:06 - loss: 846.6046 - logits_profile_predictions_loss: 763.1274 - logcount_predictions_loss: 2.0974 254/1602 [===>..........................] - ETA: 3:06 - loss: 846.5550 - logits_profile_predictions_loss: 763.0881 - logcount_predictions_loss: 2.0972 255/1602 [===>..........................] - ETA: 3:06 - loss: 846.5062 - logits_profile_predictions_loss: 763.0494 - logcount_predictions_loss: 2.0969 256/1602 [===>..........................] - ETA: 3:06 - loss: 846.4574 - logits_profile_predictions_loss: 763.0102 - logcount_predictions_loss: 2.0967 257/1602 [===>..........................] - ETA: 3:06 - loss: 846.4103 - logits_profile_predictions_loss: 762.9732 - logcount_predictions_loss: 2.0964 258/1602 [===>..........................] - ETA: 3:06 - loss: 846.3620 - logits_profile_predictions_loss: 762.9350 - logcount_predictions_loss: 2.0962 259/1602 [===>..........................] - ETA: 3:06 - loss: 846.3145 - logits_profile_predictions_loss: 762.8977 - logcount_predictions_loss: 2.0959 260/1602 [===>..........................] - ETA: 3:05 - loss: 846.2675 - logits_profile_predictions_loss: 762.8608 - logcount_predictions_loss: 2.0956 261/1602 [===>..........................] - ETA: 3:05 - loss: 846.2208 - logits_profile_predictions_loss: 762.8240 - logcount_predictions_loss: 2.0954 262/1602 [===>..........................] - ETA: 3:05 - loss: 846.1740 - logits_profile_predictions_loss: 762.7872 - logcount_predictions_loss: 2.0951 263/1602 [===>..........................] - ETA: 3:05 - loss: 846.1266 - logits_profile_predictions_loss: 762.7498 - logcount_predictions_loss: 2.0949 264/1602 [===>..........................] - ETA: 3:05 - loss: 846.0793 - logits_profile_predictions_loss: 762.7125 - logcount_predictions_loss: 2.0946 265/1602 [===>..........................] - ETA: 3:05 - loss: 846.0310 - logits_profile_predictions_loss: 762.6742 - logcount_predictions_loss: 2.0944 266/1602 [===>..........................] - ETA: 3:05 - loss: 845.9841 - logits_profile_predictions_loss: 762.6372 - logcount_predictions_loss: 2.0941 267/1602 [====>.........................] - ETA: 3:04 - loss: 845.9394 - logits_profile_predictions_loss: 762.6019 - logcount_predictions_loss: 2.0939 268/1602 [====>.........................] - ETA: 3:04 - loss: 845.8959 - logits_profile_predictions_loss: 762.5674 - logcount_predictions_loss: 2.0937 269/1602 [====>.........................] - ETA: 3:04 - loss: 845.8550 - logits_profile_predictions_loss: 762.5354 - logcount_predictions_loss: 2.0935 270/1602 [====>.........................] - ETA: 3:04 - loss: 845.8157 - logits_profile_predictions_loss: 762.5052 - logcount_predictions_loss: 2.0932 271/1602 [====>.........................] - ETA: 3:04 - loss: 845.7779 - logits_profile_predictions_loss: 762.4763 - logcount_predictions_loss: 2.0930 272/1602 [====>.........................] - ETA: 3:04 - loss: 845.7421 - logits_profile_predictions_loss: 762.4487 - logcount_predictions_loss: 2.0928 273/1602 [====>.........................] - ETA: 3:04 - loss: 845.7103 - logits_profile_predictions_loss: 762.4245 - logcount_predictions_loss: 2.0926 274/1602 [====>.........................] - ETA: 3:03 - loss: 845.6774 - logits_profile_predictions_loss: 762.3989 - logcount_predictions_loss: 2.0924 275/1602 [====>.........................] - ETA: 3:03 - loss: 845.6442 - logits_profile_predictions_loss: 762.3728 - logcount_predictions_loss: 2.0922 276/1602 [====>.........................] - ETA: 3:03 - loss: 845.6127 - logits_profile_predictions_loss: 762.3479 - logcount_predictions_loss: 2.0921 277/1602 [====>.........................] - ETA: 3:03 - loss: 845.5813 - logits_profile_predictions_loss: 762.3228 - logcount_predictions_loss: 2.0919 278/1602 [====>.........................] - ETA: 3:03 - loss: 845.5497 - logits_profile_predictions_loss: 762.2972 - logcount_predictions_loss: 2.0918 279/1602 [====>.........................] - ETA: 3:03 - loss: 845.5219 - logits_profile_predictions_loss: 762.2749 - logcount_predictions_loss: 2.0916 280/1602 [====>.........................] - ETA: 3:03 - loss: 845.4952 - logits_profile_predictions_loss: 762.2529 - logcount_predictions_loss: 2.0915 281/1602 [====>.........................] - ETA: 3:03 - loss: 845.4686 - logits_profile_predictions_loss: 762.2310 - logcount_predictions_loss: 2.0914 282/1602 [====>.........................] - ETA: 3:02 - loss: 845.4411 - logits_profile_predictions_loss: 762.2080 - logcount_predictions_loss: 2.0913 283/1602 [====>.........................] - ETA: 3:02 - loss: 845.4123 - logits_profile_predictions_loss: 762.1834 - logcount_predictions_loss: 2.0912 284/1602 [====>.........................] - ETA: 3:02 - loss: 845.3833 - logits_profile_predictions_loss: 762.1586 - logcount_predictions_loss: 2.0911 285/1602 [====>.........................] - ETA: 3:02 - loss: 845.3556 - logits_profile_predictions_loss: 762.1353 - logcount_predictions_loss: 2.0910 286/1602 [====>.........................] - ETA: 3:02 - loss: 845.3261 - logits_profile_predictions_loss: 762.1106 - logcount_predictions_loss: 2.0908 287/1602 [====>.........................] - ETA: 3:02 - loss: 845.2962 - logits_profile_predictions_loss: 762.0851 - logcount_predictions_loss: 2.0907 288/1602 [====>.........................] - ETA: 3:02 - loss: 845.2662 - logits_profile_predictions_loss: 762.0596 - logcount_predictions_loss: 2.0906 289/1602 [====>.........................] - ETA: 3:01 - loss: 845.2346 - logits_profile_predictions_loss: 762.0326 - logcount_predictions_loss: 2.0905 290/1602 [====>.........................] - ETA: 3:01 - loss: 845.2045 - logits_profile_predictions_loss: 762.0071 - logcount_predictions_loss: 2.0904 291/1602 [====>.........................] - ETA: 3:01 - loss: 845.1751 - logits_profile_predictions_loss: 761.9821 - logcount_predictions_loss: 2.0903 292/1602 [====>.........................] - ETA: 3:01 - loss: 845.1478 - logits_profile_predictions_loss: 761.9588 - logcount_predictions_loss: 2.0902 293/1602 [====>.........................] - ETA: 3:01 - loss: 845.1210 - logits_profile_predictions_loss: 761.9363 - logcount_predictions_loss: 2.0901 294/1602 [====>.........................] - ETA: 3:01 - loss: 845.0930 - logits_profile_predictions_loss: 761.9126 - logcount_predictions_loss: 2.0900 295/1602 [====>.........................] - ETA: 3:01 - loss: 845.0645 - logits_profile_predictions_loss: 761.8885 - logcount_predictions_loss: 2.0898 296/1602 [====>.........................] - ETA: 3:00 - loss: 845.0378 - logits_profile_predictions_loss: 761.8663 - logcount_predictions_loss: 2.0897 297/1602 [====>.........................] - ETA: 3:00 - loss: 845.0096 - logits_profile_predictions_loss: 761.8425 - logcount_predictions_loss: 2.0896 298/1602 [====>.........................] - ETA: 3:00 - loss: 844.9826 - logits_profile_predictions_loss: 761.8198 - logcount_predictions_loss: 2.0895 299/1602 [====>.........................] - ETA: 3:00 - loss: 844.9560 - logits_profile_predictions_loss: 761.7977 - logcount_predictions_loss: 2.0894 300/1602 [====>.........................] - ETA: 3:00 - loss: 844.9306 - logits_profile_predictions_loss: 761.7764 - logcount_predictions_loss: 2.0893 301/1602 [====>.........................] - ETA: 3:00 - loss: 844.9065 - logits_profile_predictions_loss: 761.7563 - logcount_predictions_loss: 2.0892 302/1602 [====>.........................] - ETA: 3:00 - loss: 844.8825 - logits_profile_predictions_loss: 761.7360 - logcount_predictions_loss: 2.0891 303/1602 [====>.........................] - ETA: 2:59 - loss: 844.8589 - logits_profile_predictions_loss: 761.7160 - logcount_predictions_loss: 2.0890 304/1602 [====>.........................] - ETA: 2:59 - loss: 844.8350 - logits_profile_predictions_loss: 761.6956 - logcount_predictions_loss: 2.0889 305/1602 [====>.........................] - ETA: 2:59 - loss: 844.8105 - logits_profile_predictions_loss: 761.6742 - logcount_predictions_loss: 2.0889 306/1602 [====>.........................] - ETA: 2:59 - loss: 844.7866 - logits_profile_predictions_loss: 761.6532 - logcount_predictions_loss: 2.0888 307/1602 [====>.........................] - ETA: 2:59 - loss: 844.7606 - logits_profile_predictions_loss: 761.6304 - logcount_predictions_loss: 2.0887 308/1602 [====>.........................] - ETA: 2:59 - loss: 844.7352 - logits_profile_predictions_loss: 761.6082 - logcount_predictions_loss: 2.0886 309/1602 [====>.........................] - ETA: 2:59 - loss: 844.7092 - 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[..............................] - ETA: 3:39 - loss: 769.7115 - logits_profile_predictions_loss: 696.5054 - logcount_predictions_loss: 1.8394 20/1602 [..............................] - ETA: 3:39 - loss: 769.1870 - logits_profile_predictions_loss: 696.1489 - logcount_predictions_loss: 1.8351 21/1602 [..............................] - ETA: 3:39 - loss: 768.8550 - logits_profile_predictions_loss: 695.9154 - logcount_predictions_loss: 1.8327 22/1602 [..............................] - ETA: 3:39 - loss: 768.5400 - logits_profile_predictions_loss: 695.6827 - logcount_predictions_loss: 1.8306 23/1602 [..............................] - ETA: 3:39 - loss: 767.9322 - logits_profile_predictions_loss: 695.1967 - logcount_predictions_loss: 1.8275 24/1602 [..............................] - ETA: 3:39 - loss: 767.2518 - logits_profile_predictions_loss: 694.6349 - logcount_predictions_loss: 1.8245 25/1602 [..............................] - ETA: 3:38 - loss: 766.7209 - logits_profile_predictions_loss: 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39/1602 [..............................] - ETA: 3:36 - loss: 763.2476 - logits_profile_predictions_loss: 691.5310 - logcount_predictions_loss: 1.8019 40/1602 [..............................] - ETA: 3:36 - loss: 763.0511 - logits_profile_predictions_loss: 691.3957 - logcount_predictions_loss: 1.8004 41/1602 [..............................] - ETA: 3:36 - loss: 762.8836 - logits_profile_predictions_loss: 691.2895 - logcount_predictions_loss: 1.7988 42/1602 [..............................] - ETA: 3:36 - loss: 762.8106 - logits_profile_predictions_loss: 691.2658 - logcount_predictions_loss: 1.7976 43/1602 [..............................] - ETA: 3:36 - loss: 762.7608 - logits_profile_predictions_loss: 691.2710 - logcount_predictions_loss: 1.7962 44/1602 [..............................] - ETA: 3:36 - loss: 762.7088 - logits_profile_predictions_loss: 691.2517 - logcount_predictions_loss: 1.7954 45/1602 [..............................] - ETA: 3:35 - loss: 762.6031 - 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logits_profile_predictions_loss: 696.4426 - logcount_predictions_loss: 1.8608 203/1602 [==>...........................] - ETA: 3:13 - loss: 770.5811 - logits_profile_predictions_loss: 696.5021 - logcount_predictions_loss: 1.8613 204/1602 [==>...........................] - ETA: 3:13 - loss: 770.6617 - logits_profile_predictions_loss: 696.5636 - logcount_predictions_loss: 1.8618 205/1602 [==>...........................] - ETA: 3:13 - loss: 770.7406 - logits_profile_predictions_loss: 696.6242 - logcount_predictions_loss: 1.8622 206/1602 [==>...........................] - ETA: 3:13 - loss: 770.8195 - logits_profile_predictions_loss: 696.6846 - logcount_predictions_loss: 1.8627 207/1602 [==>...........................] - ETA: 3:13 - loss: 770.8966 - logits_profile_predictions_loss: 696.7439 - logcount_predictions_loss: 1.8631 208/1602 [==>...........................] - ETA: 3:12 - loss: 770.9707 - logits_profile_predictions_loss: 696.8008 - logcount_predictions_loss: 1.8636 209/1602 [==>...........................] - ETA: 3:12 - loss: 771.0419 - logits_profile_predictions_loss: 696.8549 - logcount_predictions_loss: 1.8640 210/1602 [==>...........................] - ETA: 3:12 - loss: 771.1111 - logits_profile_predictions_loss: 696.9071 - logcount_predictions_loss: 1.8644 211/1602 [==>...........................] - ETA: 3:12 - loss: 771.1837 - logits_profile_predictions_loss: 696.9623 - logcount_predictions_loss: 1.8649 212/1602 [==>...........................] - ETA: 3:12 - loss: 771.2598 - logits_profile_predictions_loss: 697.0208 - logcount_predictions_loss: 1.8653 213/1602 [==>...........................] - ETA: 3:12 - loss: 771.3369 - logits_profile_predictions_loss: 697.0803 - logcount_predictions_loss: 1.8657 214/1602 [===>..........................] - ETA: 3:12 - loss: 771.4123 - logits_profile_predictions_loss: 697.1380 - logcount_predictions_loss: 1.8662 215/1602 [===>..........................] - ETA: 3:12 - loss: 771.4876 - logits_profile_predictions_loss: 697.1964 - logcount_predictions_loss: 1.8666 216/1602 [===>..........................] - ETA: 3:11 - loss: 771.5602 - logits_profile_predictions_loss: 697.2525 - logcount_predictions_loss: 1.8670 217/1602 [===>..........................] - ETA: 3:11 - loss: 771.6364 - logits_profile_predictions_loss: 697.3118 - logcount_predictions_loss: 1.8675 218/1602 [===>..........................] - ETA: 3:11 - loss: 771.7103 - logits_profile_predictions_loss: 697.3689 - logcount_predictions_loss: 1.8679 219/1602 [===>..........................] - ETA: 3:11 - loss: 771.7828 - logits_profile_predictions_loss: 697.4251 - logcount_predictions_loss: 1.8683 220/1602 [===>..........................] - ETA: 3:11 - loss: 771.8530 - logits_profile_predictions_loss: 697.4794 - logcount_predictions_loss: 1.8687 221/1602 [===>..........................] - ETA: 3:11 - loss: 771.9219 - logits_profile_predictions_loss: 697.5327 - logcount_predictions_loss: 1.8691 222/1602 [===>..........................] - ETA: 3:11 - loss: 771.9928 - logits_profile_predictions_loss: 697.5887 - logcount_predictions_loss: 1.8695 223/1602 [===>..........................] - ETA: 3:10 - loss: 772.0639 - logits_profile_predictions_loss: 697.6448 - logcount_predictions_loss: 1.8698 224/1602 [===>..........................] - ETA: 3:10 - loss: 772.1353 - logits_profile_predictions_loss: 697.7010 - logcount_predictions_loss: 1.8702 225/1602 [===>..........................] - ETA: 3:10 - loss: 772.2068 - logits_profile_predictions_loss: 697.7580 - logcount_predictions_loss: 1.8706 226/1602 [===>..........................] - ETA: 3:10 - loss: 772.2806 - logits_profile_predictions_loss: 697.8171 - logcount_predictions_loss: 1.8709 227/1602 [===>..........................] - ETA: 3:10 - loss: 772.3541 - logits_profile_predictions_loss: 697.8761 - logcount_predictions_loss: 1.8713 228/1602 [===>..........................] - ETA: 3:10 - loss: 772.4260 - logits_profile_predictions_loss: 697.9330 - logcount_predictions_loss: 1.8717 229/1602 [===>..........................] - ETA: 3:10 - loss: 772.4988 - logits_profile_predictions_loss: 697.9910 - logcount_predictions_loss: 1.8721 230/1602 [===>..........................] - ETA: 3:09 - loss: 772.5705 - logits_profile_predictions_loss: 698.0477 - logcount_predictions_loss: 1.8724 231/1602 [===>..........................] - ETA: 3:09 - loss: 772.6422 - logits_profile_predictions_loss: 698.1047 - logcount_predictions_loss: 1.8728 232/1602 [===>..........................] - ETA: 3:09 - loss: 772.7124 - logits_profile_predictions_loss: 698.1608 - logcount_predictions_loss: 1.8732 233/1602 [===>..........................] - ETA: 3:09 - loss: 772.7810 - logits_profile_predictions_loss: 698.2153 - logcount_predictions_loss: 1.8735 234/1602 [===>..........................] - ETA: 3:09 - loss: 772.8466 - logits_profile_predictions_loss: 698.2668 - logcount_predictions_loss: 1.8739 235/1602 [===>..........................] - ETA: 3:09 - loss: 772.9124 - logits_profile_predictions_loss: 698.3186 - logcount_predictions_loss: 1.8742 236/1602 [===>..........................] - ETA: 3:09 - loss: 772.9759 - logits_profile_predictions_loss: 698.3680 - logcount_predictions_loss: 1.8746 237/1602 [===>..........................] - ETA: 3:08 - loss: 773.0382 - logits_profile_predictions_loss: 698.4165 - logcount_predictions_loss: 1.8749 238/1602 [===>..........................] - ETA: 3:08 - loss: 773.1007 - logits_profile_predictions_loss: 698.4645 - logcount_predictions_loss: 1.8753 239/1602 [===>..........................] - ETA: 3:08 - loss: 773.1608 - logits_profile_predictions_loss: 698.5106 - logcount_predictions_loss: 1.8756 240/1602 [===>..........................] - ETA: 3:08 - loss: 773.2213 - logits_profile_predictions_loss: 698.5570 - logcount_predictions_loss: 1.8760 241/1602 [===>..........................] - ETA: 3:08 - loss: 773.2818 - logits_profile_predictions_loss: 698.6037 - logcount_predictions_loss: 1.8763 242/1602 [===>..........................] - ETA: 3:08 - loss: 773.3444 - logits_profile_predictions_loss: 698.6521 - logcount_predictions_loss: 1.8767 243/1602 [===>..........................] - ETA: 3:08 - loss: 773.4085 - logits_profile_predictions_loss: 698.7021 - logcount_predictions_loss: 1.8771 244/1602 [===>..........................] - ETA: 3:08 - loss: 773.4734 - logits_profile_predictions_loss: 698.7528 - logcount_predictions_loss: 1.8774 245/1602 [===>..........................] - ETA: 3:07 - loss: 773.5377 - logits_profile_predictions_loss: 698.8029 - logcount_predictions_loss: 1.8778 246/1602 [===>..........................] - ETA: 3:07 - loss: 773.6018 - logits_profile_predictions_loss: 698.8533 - logcount_predictions_loss: 1.8781 247/1602 [===>..........................] - ETA: 3:07 - loss: 773.6640 - logits_profile_predictions_loss: 698.9017 - logcount_predictions_loss: 1.8785 248/1602 [===>..........................] - ETA: 3:07 - loss: 773.7265 - logits_profile_predictions_loss: 698.9506 - logcount_predictions_loss: 1.8788 249/1602 [===>..........................] - ETA: 3:07 - loss: 773.7891 - logits_profile_predictions_loss: 698.9998 - logcount_predictions_loss: 1.8791 250/1602 [===>..........................] - ETA: 3:07 - loss: 773.8507 - logits_profile_predictions_loss: 699.0485 - logcount_predictions_loss: 1.8795 251/1602 [===>..........................] - ETA: 3:07 - loss: 773.9103 - logits_profile_predictions_loss: 699.0950 - logcount_predictions_loss: 1.8798 252/1602 [===>..........................] - ETA: 3:06 - loss: 773.9691 - logits_profile_predictions_loss: 699.1411 - logcount_predictions_loss: 1.8801 253/1602 [===>..........................] - ETA: 3:06 - loss: 774.0270 - logits_profile_predictions_loss: 699.1855 - logcount_predictions_loss: 1.8804 254/1602 [===>..........................] - ETA: 3:06 - loss: 774.0848 - logits_profile_predictions_loss: 699.2301 - logcount_predictions_loss: 1.8808 255/1602 [===>..........................] - ETA: 3:06 - loss: 774.1418 - logits_profile_predictions_loss: 699.2739 - logcount_predictions_loss: 1.8811 256/1602 [===>..........................] - ETA: 3:06 - loss: 774.1978 - logits_profile_predictions_loss: 699.3173 - logcount_predictions_loss: 1.8814 257/1602 [===>..........................] - ETA: 3:06 - loss: 774.2523 - logits_profile_predictions_loss: 699.3594 - logcount_predictions_loss: 1.8817 258/1602 [===>..........................] - ETA: 3:06 - loss: 774.3046 - logits_profile_predictions_loss: 699.3991 - logcount_predictions_loss: 1.8821 259/1602 [===>..........................] - ETA: 3:05 - loss: 774.3569 - logits_profile_predictions_loss: 699.4386 - logcount_predictions_loss: 1.8824 260/1602 [===>..........................] - ETA: 3:05 - loss: 774.4085 - logits_profile_predictions_loss: 699.4777 - logcount_predictions_loss: 1.8827 261/1602 [===>..........................] - ETA: 3:05 - loss: 774.4587 - logits_profile_predictions_loss: 699.5158 - logcount_predictions_loss: 1.8830 262/1602 [===>..........................] - ETA: 3:05 - loss: 774.5105 - logits_profile_predictions_loss: 699.5554 - logcount_predictions_loss: 1.8833 263/1602 [===>..........................] - ETA: 3:05 - loss: 774.5624 - logits_profile_predictions_loss: 699.5952 - logcount_predictions_loss: 1.8836 264/1602 [===>..........................] - ETA: 3:05 - loss: 774.6137 - logits_profile_predictions_loss: 699.6346 - logcount_predictions_loss: 1.8839 265/1602 [===>..........................] - ETA: 3:05 - loss: 774.6657 - logits_profile_predictions_loss: 699.6748 - logcount_predictions_loss: 1.8842 266/1602 [===>..........................] - ETA: 3:04 - loss: 774.7170 - logits_profile_predictions_loss: 699.7146 - logcount_predictions_loss: 1.8845 267/1602 [====>.........................] - ETA: 3:04 - loss: 774.7657 - logits_profile_predictions_loss: 699.7520 - logcount_predictions_loss: 1.8848 268/1602 [====>.........................] - ETA: 3:04 - loss: 774.8133 - logits_profile_predictions_loss: 699.7890 - logcount_predictions_loss: 1.8850 269/1602 [====>.........................] - ETA: 3:04 - loss: 774.8605 - logits_profile_predictions_loss: 699.8256 - logcount_predictions_loss: 1.8853 270/1602 [====>.........................] - ETA: 3:04 - loss: 774.9071 - logits_profile_predictions_loss: 699.8620 - logcount_predictions_loss: 1.8856 271/1602 [====>.........................] - ETA: 3:04 - loss: 774.9531 - logits_profile_predictions_loss: 699.8980 - logcount_predictions_loss: 1.8858 272/1602 [====>.........................] - ETA: 3:04 - loss: 774.9977 - logits_profile_predictions_loss: 699.9327 - logcount_predictions_loss: 1.8861 273/1602 [====>.........................] - ETA: 3:04 - loss: 775.0440 - logits_profile_predictions_loss: 699.9693 - logcount_predictions_loss: 1.8863 274/1602 [====>.........................] - ETA: 3:03 - loss: 775.0893 - logits_profile_predictions_loss: 700.0049 - logcount_predictions_loss: 1.8865 275/1602 [====>.........................] - ETA: 3:03 - loss: 775.1345 - logits_profile_predictions_loss: 700.0406 - logcount_predictions_loss: 1.8868 276/1602 [====>.........................] - ETA: 3:03 - loss: 775.1787 - logits_profile_predictions_loss: 700.0758 - logcount_predictions_loss: 1.8870 277/1602 [====>.........................] - ETA: 3:03 - loss: 775.2238 - logits_profile_predictions_loss: 700.1120 - logcount_predictions_loss: 1.8872 278/1602 [====>.........................] - ETA: 3:03 - loss: 775.2664 - logits_profile_predictions_loss: 700.1463 - logcount_predictions_loss: 1.8874 279/1602 [====>.........................] - ETA: 3:03 - loss: 775.3082 - logits_profile_predictions_loss: 700.1801 - logcount_predictions_loss: 1.8876 280/1602 [====>.........................] - ETA: 3:03 - loss: 775.3503 - logits_profile_predictions_loss: 700.2145 - logcount_predictions_loss: 1.8878 281/1602 [====>.........................] - ETA: 3:02 - loss: 775.3914 - logits_profile_predictions_loss: 700.2479 - logcount_predictions_loss: 1.8880 282/1602 [====>.........................] - ETA: 3:02 - loss: 775.4336 - logits_profile_predictions_loss: 700.2824 - logcount_predictions_loss: 1.8882 283/1602 [====>.........................] - ETA: 3:02 - loss: 775.4765 - logits_profile_predictions_loss: 700.3171 - logcount_predictions_loss: 1.8884 284/1602 [====>.........................] - ETA: 3:02 - loss: 775.5213 - logits_profile_predictions_loss: 700.3539 - logcount_predictions_loss: 1.8886 285/1602 [====>.........................] - ETA: 3:02 - loss: 775.5661 - logits_profile_predictions_loss: 700.3909 - logcount_predictions_loss: 1.8888 286/1602 [====>.........................] - ETA: 3:02 - loss: 775.6101 - logits_profile_predictions_loss: 700.4268 - logcount_predictions_loss: 1.8890 287/1602 [====>.........................] - ETA: 3:02 - loss: 775.6543 - logits_profile_predictions_loss: 700.4632 - logcount_predictions_loss: 1.8892 288/1602 [====>.........................] - ETA: 3:01 - loss: 775.6992 - logits_profile_predictions_loss: 700.5004 - logcount_predictions_loss: 1.8894 289/1602 [====>.........................] - ETA: 3:01 - loss: 775.7424 - logits_profile_predictions_loss: 700.5358 - logcount_predictions_loss: 1.8896 290/1602 [====>.........................] - ETA: 3:01 - loss: 775.7835 - logits_profile_predictions_loss: 700.5694 - logcount_predictions_loss: 1.8898 291/1602 [====>.........................] - ETA: 3:01 - loss: 775.8265 - logits_profile_predictions_loss: 700.6049 - logcount_predictions_loss: 1.8900 292/1602 [====>.........................] - ETA: 3:01 - loss: 775.8704 - logits_profile_predictions_loss: 700.6418 - logcount_predictions_loss: 1.8902 293/1602 [====>.........................] - ETA: 3:01 - loss: 775.9155 - logits_profile_predictions_loss: 700.6796 - logcount_predictions_loss: 1.8904 294/1602 [====>.........................] - ETA: 3:01 - loss: 775.9592 - logits_profile_predictions_loss: 700.7160 - logcount_predictions_loss: 1.8905 295/1602 [====>.........................] - ETA: 3:00 - loss: 776.0035 - logits_profile_predictions_loss: 700.7529 - logcount_predictions_loss: 1.8907 296/1602 [====>.........................] - ETA: 3:00 - loss: 776.0480 - logits_profile_predictions_loss: 700.7903 - logcount_predictions_loss: 1.8909 297/1602 [====>.........................] - ETA: 3:00 - loss: 776.0927 - logits_profile_predictions_loss: 700.8284 - logcount_predictions_loss: 1.8911 298/1602 [====>.........................] - ETA: 3:00 - loss: 776.1371 - logits_profile_predictions_loss: 700.8661 - logcount_predictions_loss: 1.8912 299/1602 [====>.........................] - ETA: 3:00 - loss: 776.1796 - logits_profile_predictions_loss: 700.9021 - logcount_predictions_loss: 1.8914 300/1602 [====>.........................] - ETA: 3:00 - loss: 776.2204 - logits_profile_predictions_loss: 700.9364 - logcount_predictions_loss: 1.8916 301/1602 [====>.........................] - ETA: 3:00 - loss: 776.2616 - logits_profile_predictions_loss: 700.9713 - logcount_predictions_loss: 1.8917 302/1602 [====>.........................] - ETA: 3:00 - loss: 776.3023 - logits_profile_predictions_loss: 701.0056 - logcount_predictions_loss: 1.8919 303/1602 [====>.........................] - ETA: 2:59 - loss: 776.3421 - logits_profile_predictions_loss: 701.0392 - logcount_predictions_loss: 1.8920 304/1602 [====>.........................] - ETA: 2:59 - loss: 776.3804 - logits_profile_predictions_loss: 701.0717 - logcount_predictions_loss: 1.8922 305/1602 [====>.........................] - ETA: 2:59 - loss: 776.4179 - logits_profile_predictions_loss: 701.1035 - logcount_predictions_loss: 1.8923 306/1602 [====>.........................] - ETA: 2:59 - loss: 776.4545 - logits_profile_predictions_loss: 701.1344 - logcount_predictions_loss: 1.8925 307/1602 [====>.........................] - ETA: 2:59 - loss: 776.4911 - logits_profile_predictions_loss: 701.1654 - logcount_predictions_loss: 1.8926 308/1602 [====>.........................] - ETA: 2:59 - loss: 776.5262 - logits_profile_predictions_loss: 701.1951 - logcount_predictions_loss: 1.8927 309/1602 [====>.........................] - ETA: 2:59 - loss: 776.5608 - logits_profile_predictions_loss: 701.2243 - logcount_predictions_loss: 1.8929 310/1602 [====>.........................] - ETA: 2:58 - loss: 776.5962 - logits_profile_predictions_loss: 701.2545 - logcount_predictions_loss: 1.8930 311/1602 [====>.........................] - ETA: 2:58 - loss: 776.6304 - logits_profile_predictions_loss: 701.2836 - logcount_predictions_loss: 1.8931 312/1602 [====>.........................] - ETA: 2:58 - loss: 776.6666 - logits_profile_predictions_loss: 701.3150 - logcount_predictions_loss: 1.8933 313/1602 [====>.........................] - ETA: 2:58 - loss: 776.7021 - logits_profile_predictions_loss: 701.3459 - logcount_predictions_loss: 1.8934 314/1602 [====>.........................] - ETA: 2:58 - loss: 776.7375 - logits_profile_predictions_loss: 701.3770 - logcount_predictions_loss: 1.8935 315/1602 [====>.........................] - ETA: 2:58 - loss: 776.7728 - logits_profile_predictions_loss: 701.4081 - logcount_predictions_loss: 1.8936 316/1602 [====>.........................] - ETA: 2:58 - loss: 776.8081 - logits_profile_predictions_loss: 701.4392 - logcount_predictions_loss: 1.8937 317/1602 [====>.........................] - ETA: 2:57 - loss: 776.8428 - logits_profile_predictions_loss: 701.4699 - logcount_predictions_loss: 1.8938 318/1602 [====>.........................] - ETA: 2:57 - loss: 776.8769 - logits_profile_predictions_loss: 701.5002 - logcount_predictions_loss: 1.8939 319/1602 [====>.........................] - ETA: 2:57 - loss: 776.9087 - logits_profile_predictions_loss: 701.5279 - logcount_predictions_loss: 1.8940 320/1602 [====>.........................] - ETA: 2:57 - loss: 776.9400 - logits_profile_predictions_loss: 701.5554 - logcount_predictions_loss: 1.8941 321/1602 [=====>........................] - ETA: 2:57 - loss: 776.9715 - logits_profile_predictions_loss: 701.5832 - logcount_predictions_loss: 1.8942 322/1602 [=====>........................] - ETA: 2:57 - loss: 777.0038 - logits_profile_predictions_loss: 701.6118 - logcount_predictions_loss: 1.8943 323/1602 [=====>........................] - ETA: 2:57 - loss: 777.0353 - logits_profile_predictions_loss: 701.6394 - logcount_predictions_loss: 1.8944 324/1602 [=====>........................] - ETA: 2:56 - loss: 777.0670 - logits_profile_predictions_loss: 701.6670 - logcount_predictions_loss: 1.8945 325/1602 [=====>........................] - ETA: 2:56 - loss: 777.0977 - logits_profile_predictions_loss: 701.6931 - logcount_predictions_loss: 1.8946 326/1602 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[============================>.] - ETA: 0s - loss: 786.1001 - logits_profile_predictions_loss: 709.5673 - logcount_predictions_loss: 1.9229 1602/1602 [==============================] - ETA: 0s - loss: 786.1003 - logits_profile_predictions_loss: 709.5679 - logcount_predictions_loss: 1.9229 1602/1602 [==============================] - 232s 145ms/step - loss: 786.1005 - logits_profile_predictions_loss: 709.5684 - logcount_predictions_loss: 1.9229 - val_loss: 831.8030 - val_logits_profile_predictions_loss: 758.6307 - val_logcount_predictions_loss: 1.8385 Epoch 00004: val_loss improved from 842.34973 to 831.80298, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 5/50 1/1602 [..............................] - ETA: 4:17 - loss: 807.4431 - logits_profile_predictions_loss: 721.4141 - logcount_predictions_loss: 2.1615 2/1602 [..............................] - ETA: 3:41 - loss: 791.6339 - 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[..............................] - ETA: 3:40 - loss: 817.9287 - logits_profile_predictions_loss: 737.7438 - logcount_predictions_loss: 2.0147 10/1602 [..............................] - ETA: 3:40 - loss: 816.8158 - logits_profile_predictions_loss: 736.9733 - logcount_predictions_loss: 2.0061 11/1602 [..............................] - ETA: 3:40 - loss: 816.9413 - logits_profile_predictions_loss: 737.3993 - logcount_predictions_loss: 1.9985 12/1602 [..............................] - ETA: 3:40 - loss: 817.0309 - logits_profile_predictions_loss: 737.9287 - logcount_predictions_loss: 1.9875 13/1602 [..............................] - ETA: 3:40 - loss: 816.6078 - logits_profile_predictions_loss: 738.0041 - logcount_predictions_loss: 1.9750 14/1602 [..............................] - ETA: 3:39 - loss: 816.1804 - logits_profile_predictions_loss: 737.9992 - logcount_predictions_loss: 1.9644 15/1602 [..............................] - ETA: 3:39 - loss: 815.4217 - logits_profile_predictions_loss: 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29/1602 [..............................] - ETA: 3:37 - loss: 808.3136 - logits_profile_predictions_loss: 732.0890 - logcount_predictions_loss: 1.9152 30/1602 [..............................] - ETA: 3:37 - loss: 808.2266 - logits_profile_predictions_loss: 732.0383 - logcount_predictions_loss: 1.9143 31/1602 [..............................] - ETA: 3:37 - loss: 808.1157 - logits_profile_predictions_loss: 731.9767 - logcount_predictions_loss: 1.9130 32/1602 [..............................] - ETA: 3:37 - loss: 807.9456 - logits_profile_predictions_loss: 731.8739 - logcount_predictions_loss: 1.9114 33/1602 [..............................] - ETA: 3:37 - loss: 807.7335 - logits_profile_predictions_loss: 731.7332 - logcount_predictions_loss: 1.9096 34/1602 [..............................] - ETA: 3:37 - loss: 807.3258 - logits_profile_predictions_loss: 731.4070 - logcount_predictions_loss: 1.9075 35/1602 [..............................] - ETA: 3:36 - loss: 806.9380 - 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[..............................] - ETA: 3:35 - loss: 804.4663 - logits_profile_predictions_loss: 728.8896 - logcount_predictions_loss: 1.8989 43/1602 [..............................] - ETA: 3:35 - loss: 804.0932 - logits_profile_predictions_loss: 728.5327 - logcount_predictions_loss: 1.8985 44/1602 [..............................] - ETA: 3:35 - loss: 803.6924 - logits_profile_predictions_loss: 728.1458 - logcount_predictions_loss: 1.8982 45/1602 [..............................] - ETA: 3:35 - loss: 803.2703 - logits_profile_predictions_loss: 727.7545 - logcount_predictions_loss: 1.8974 46/1602 [..............................] - ETA: 3:35 - loss: 802.8511 - logits_profile_predictions_loss: 727.3636 - logcount_predictions_loss: 1.8967 47/1602 [..............................] - ETA: 3:35 - loss: 802.3550 - logits_profile_predictions_loss: 726.8996 - logcount_predictions_loss: 1.8959 48/1602 [..............................] - ETA: 3:35 - loss: 801.8527 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 3:08 - loss: 773.7609 - logits_profile_predictions_loss: 700.7893 - logcount_predictions_loss: 1.8335 239/1602 [===>..........................] - ETA: 3:08 - loss: 773.7150 - logits_profile_predictions_loss: 700.7469 - logcount_predictions_loss: 1.8334 240/1602 [===>..........................] - ETA: 3:08 - loss: 773.6692 - logits_profile_predictions_loss: 700.7045 - logcount_predictions_loss: 1.8333 241/1602 [===>..........................] - ETA: 3:08 - loss: 773.6264 - logits_profile_predictions_loss: 700.6649 - logcount_predictions_loss: 1.8332 242/1602 [===>..........................] - ETA: 3:08 - loss: 773.5827 - logits_profile_predictions_loss: 700.6244 - logcount_predictions_loss: 1.8331 243/1602 [===>..........................] - ETA: 3:08 - loss: 773.5369 - logits_profile_predictions_loss: 700.5814 - logcount_predictions_loss: 1.8331 244/1602 [===>..........................] - ETA: 3:07 - loss: 773.4930 - 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[============================>.] - ETA: 1s - loss: 763.5550 - logits_profile_predictions_loss: 691.4968 - logcount_predictions_loss: 1.8105 1592/1602 [============================>.] - ETA: 1s - loss: 763.5538 - logits_profile_predictions_loss: 691.4960 - logcount_predictions_loss: 1.8105 1593/1602 [============================>.] - ETA: 1s - loss: 763.5526 - logits_profile_predictions_loss: 691.4951 - logcount_predictions_loss: 1.8105 1594/1602 [============================>.] - ETA: 1s - loss: 763.5513 - logits_profile_predictions_loss: 691.4943 - logcount_predictions_loss: 1.8105 1595/1602 [============================>.] - ETA: 0s - loss: 763.5501 - logits_profile_predictions_loss: 691.4934 - logcount_predictions_loss: 1.8105 1596/1602 [============================>.] - ETA: 0s - loss: 763.5489 - logits_profile_predictions_loss: 691.4926 - logcount_predictions_loss: 1.8105 1597/1602 [============================>.] - ETA: 0s - loss: 763.5476 - logits_profile_predictions_loss: 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val_logits_profile_predictions_loss: 747.8138 - val_logcount_predictions_loss: 1.8174 Epoch 00005: val_loss improved from 831.80298 to 820.14734, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 6/50 1/1602 [..............................] - ETA: 4:19 - loss: 658.9641 - logits_profile_predictions_loss: 593.4406 - logcount_predictions_loss: 1.6463 2/1602 [..............................] - ETA: 3:41 - loss: 707.4232 - logits_profile_predictions_loss: 638.6109 - logcount_predictions_loss: 1.7290 3/1602 [..............................] - ETA: 3:41 - loss: 724.8792 - logits_profile_predictions_loss: 654.0024 - logcount_predictions_loss: 1.7808 4/1602 [..............................] - ETA: 3:40 - loss: 737.2490 - logits_profile_predictions_loss: 665.4691 - logcount_predictions_loss: 1.8035 5/1602 [..............................] - ETA: 3:41 - loss: 738.9074 - logits_profile_predictions_loss: 666.7651 - 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- logits_profile_predictions_loss: 670.6598 - logcount_predictions_loss: 1.6971 13/1602 [..............................] - ETA: 3:39 - loss: 739.6792 - logits_profile_predictions_loss: 672.7694 - logcount_predictions_loss: 1.6812 14/1602 [..............................] - ETA: 3:39 - loss: 740.8342 - logits_profile_predictions_loss: 674.4888 - logcount_predictions_loss: 1.6670 15/1602 [..............................] - ETA: 3:39 - loss: 741.8708 - logits_profile_predictions_loss: 675.8277 - logcount_predictions_loss: 1.6594 16/1602 [..............................] - ETA: 3:39 - loss: 742.4074 - logits_profile_predictions_loss: 676.6017 - logcount_predictions_loss: 1.6534 17/1602 [..............................] - ETA: 3:39 - loss: 742.4883 - logits_profile_predictions_loss: 676.9217 - logcount_predictions_loss: 1.6474 18/1602 [..............................] - ETA: 3:39 - loss: 742.4840 - logits_profile_predictions_loss: 677.0335 - logcount_predictions_loss: 1.6445 19/1602 [..............................] - ETA: 3:39 - loss: 742.6643 - logits_profile_predictions_loss: 677.2530 - logcount_predictions_loss: 1.6435 20/1602 [..............................] - ETA: 3:38 - loss: 742.8742 - logits_profile_predictions_loss: 677.4547 - logcount_predictions_loss: 1.6437 21/1602 [..............................] - ETA: 3:38 - loss: 742.9467 - logits_profile_predictions_loss: 677.5170 - logcount_predictions_loss: 1.6440 22/1602 [..............................] - ETA: 3:38 - loss: 742.9440 - logits_profile_predictions_loss: 677.4844 - logcount_predictions_loss: 1.6447 23/1602 [..............................] - ETA: 3:38 - loss: 742.8233 - logits_profile_predictions_loss: 677.3351 - logcount_predictions_loss: 1.6454 24/1602 [..............................] - ETA: 3:38 - loss: 742.6846 - logits_profile_predictions_loss: 677.1925 - logcount_predictions_loss: 1.6455 25/1602 [..............................] - ETA: 3:38 - loss: 742.7403 - logits_profile_predictions_loss: 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39/1602 [..............................] - ETA: 3:36 - loss: 740.5320 - logits_profile_predictions_loss: 674.7062 - logcount_predictions_loss: 1.6539 40/1602 [..............................] - ETA: 3:36 - loss: 740.6236 - logits_profile_predictions_loss: 674.7912 - logcount_predictions_loss: 1.6541 41/1602 [..............................] - ETA: 3:35 - loss: 740.8084 - logits_profile_predictions_loss: 674.9648 - logcount_predictions_loss: 1.6544 42/1602 [..............................] - ETA: 3:35 - loss: 740.9715 - logits_profile_predictions_loss: 675.1133 - logcount_predictions_loss: 1.6547 43/1602 [..............................] - ETA: 3:35 - loss: 741.1664 - logits_profile_predictions_loss: 675.2999 - logcount_predictions_loss: 1.6549 44/1602 [..............................] - ETA: 3:35 - loss: 741.4103 - logits_profile_predictions_loss: 675.5350 - logcount_predictions_loss: 1.6552 45/1602 [..............................] - ETA: 3:35 - loss: 741.6044 - 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[..............................] - ETA: 3:34 - loss: 743.0292 - logits_profile_predictions_loss: 677.0602 - logcount_predictions_loss: 1.6575 53/1602 [..............................] - ETA: 3:34 - loss: 743.1875 - logits_profile_predictions_loss: 677.2318 - logcount_predictions_loss: 1.6572 54/1602 [>.............................] - ETA: 3:34 - loss: 743.3550 - logits_profile_predictions_loss: 677.4091 - logcount_predictions_loss: 1.6569 55/1602 [>.............................] - ETA: 3:34 - loss: 743.5004 - logits_profile_predictions_loss: 677.5592 - logcount_predictions_loss: 1.6568 56/1602 [>.............................] - ETA: 3:33 - loss: 743.6135 - logits_profile_predictions_loss: 677.6774 - logcount_predictions_loss: 1.6567 57/1602 [>.............................] - ETA: 3:33 - loss: 743.7007 - logits_profile_predictions_loss: 677.7596 - logcount_predictions_loss: 1.6568 58/1602 [>.............................] - ETA: 3:33 - loss: 743.7401 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 2:56 - loss: 753.8295 - logits_profile_predictions_loss: 685.9941 - logcount_predictions_loss: 1.7044 327/1602 [=====>........................] - ETA: 2:56 - loss: 753.8362 - logits_profile_predictions_loss: 685.9984 - logcount_predictions_loss: 1.7045 328/1602 [=====>........................] - ETA: 2:56 - loss: 753.8436 - logits_profile_predictions_loss: 686.0035 - logcount_predictions_loss: 1.7045 329/1602 [=====>........................] - ETA: 2:56 - loss: 753.8502 - logits_profile_predictions_loss: 686.0078 - logcount_predictions_loss: 1.7046 330/1602 [=====>........................] - ETA: 2:56 - loss: 753.8582 - logits_profile_predictions_loss: 686.0135 - logcount_predictions_loss: 1.7046 331/1602 [=====>........................] - ETA: 2:55 - loss: 753.8652 - logits_profile_predictions_loss: 686.0182 - logcount_predictions_loss: 1.7047 332/1602 [=====>........................] - ETA: 2:55 - loss: 753.8723 - 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[=====>........................] - ETA: 2:54 - loss: 753.9119 - logits_profile_predictions_loss: 686.0432 - logcount_predictions_loss: 1.7052 340/1602 [=====>........................] - ETA: 2:54 - loss: 753.9161 - logits_profile_predictions_loss: 686.0444 - logcount_predictions_loss: 1.7053 341/1602 [=====>........................] - ETA: 2:54 - loss: 753.9216 - logits_profile_predictions_loss: 686.0467 - logcount_predictions_loss: 1.7054 342/1602 [=====>........................] - ETA: 2:54 - loss: 753.9263 - logits_profile_predictions_loss: 686.0480 - logcount_predictions_loss: 1.7055 343/1602 [=====>........................] - ETA: 2:54 - loss: 753.9317 - logits_profile_predictions_loss: 686.0501 - logcount_predictions_loss: 1.7056 344/1602 [=====>........................] - ETA: 2:54 - loss: 753.9378 - logits_profile_predictions_loss: 686.0526 - logcount_predictions_loss: 1.7057 345/1602 [=====>........................] - ETA: 2:53 - loss: 753.9445 - 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[============================>.] - ETA: 0s - loss: 749.3859 - logits_profile_predictions_loss: 680.6752 - logcount_predictions_loss: 1.7264 1602/1602 [==============================] - ETA: 0s - loss: 749.3830 - logits_profile_predictions_loss: 680.6723 - logcount_predictions_loss: 1.7264 1602/1602 [==============================] - 232s 145ms/step - loss: 749.3800 - logits_profile_predictions_loss: 680.6695 - logcount_predictions_loss: 1.7264 - val_loss: 814.0064 - val_logits_profile_predictions_loss: 744.3529 - val_logcount_predictions_loss: 1.7501 Epoch 00006: val_loss improved from 820.14734 to 814.00641, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 7/50 1/1602 [..............................] - ETA: 4:43 - loss: 854.1771 - logits_profile_predictions_loss: 783.6660 - logcount_predictions_loss: 1.7716 2/1602 [..............................] - ETA: 4:03 - loss: 832.7381 - 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[==>...........................] - ETA: 3:12 - loss: 727.2946 - logits_profile_predictions_loss: 663.1125 - logcount_predictions_loss: 1.6126 213/1602 [==>...........................] - ETA: 3:12 - loss: 727.3271 - logits_profile_predictions_loss: 663.1390 - logcount_predictions_loss: 1.6128 214/1602 [===>..........................] - ETA: 3:12 - loss: 727.3606 - logits_profile_predictions_loss: 663.1666 - logcount_predictions_loss: 1.6129 215/1602 [===>..........................] - ETA: 3:12 - loss: 727.3908 - logits_profile_predictions_loss: 663.1909 - logcount_predictions_loss: 1.6131 216/1602 [===>..........................] - ETA: 3:11 - loss: 727.4200 - logits_profile_predictions_loss: 663.2143 - logcount_predictions_loss: 1.6132 217/1602 [===>..........................] - ETA: 3:11 - loss: 727.4523 - logits_profile_predictions_loss: 663.2409 - logcount_predictions_loss: 1.6134 218/1602 [===>..........................] - ETA: 3:11 - loss: 727.4875 - 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[===>..........................] - ETA: 3:10 - loss: 727.7419 - logits_profile_predictions_loss: 663.4946 - logcount_predictions_loss: 1.6143 226/1602 [===>..........................] - ETA: 3:10 - loss: 727.7775 - logits_profile_predictions_loss: 663.5264 - logcount_predictions_loss: 1.6143 227/1602 [===>..........................] - ETA: 3:10 - loss: 727.8147 - logits_profile_predictions_loss: 663.5601 - logcount_predictions_loss: 1.6144 228/1602 [===>..........................] - ETA: 3:10 - loss: 727.8541 - logits_profile_predictions_loss: 663.5958 - logcount_predictions_loss: 1.6145 229/1602 [===>..........................] - ETA: 3:09 - loss: 727.8931 - logits_profile_predictions_loss: 663.6312 - logcount_predictions_loss: 1.6146 230/1602 [===>..........................] - ETA: 3:09 - loss: 727.9321 - logits_profile_predictions_loss: 663.6662 - logcount_predictions_loss: 1.6147 231/1602 [===>..........................] - ETA: 3:09 - loss: 727.9697 - 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[===>..........................] - ETA: 3:08 - loss: 728.1993 - logits_profile_predictions_loss: 663.9035 - logcount_predictions_loss: 1.6155 239/1602 [===>..........................] - ETA: 3:08 - loss: 728.2280 - logits_profile_predictions_loss: 663.9291 - logcount_predictions_loss: 1.6156 240/1602 [===>..........................] - ETA: 3:08 - loss: 728.2591 - logits_profile_predictions_loss: 663.9567 - logcount_predictions_loss: 1.6156 241/1602 [===>..........................] - ETA: 3:08 - loss: 728.2897 - logits_profile_predictions_loss: 663.9837 - logcount_predictions_loss: 1.6157 242/1602 [===>..........................] - ETA: 3:08 - loss: 728.3190 - logits_profile_predictions_loss: 664.0096 - logcount_predictions_loss: 1.6158 243/1602 [===>..........................] - ETA: 3:07 - loss: 728.3473 - logits_profile_predictions_loss: 664.0346 - logcount_predictions_loss: 1.6159 244/1602 [===>..........................] - ETA: 3:07 - loss: 728.3739 - logits_profile_predictions_loss: 664.0582 - logcount_predictions_loss: 1.6160 245/1602 [===>..........................] - ETA: 3:07 - loss: 728.4004 - logits_profile_predictions_loss: 664.0818 - logcount_predictions_loss: 1.6160 246/1602 [===>..........................] - ETA: 3:07 - loss: 728.4246 - logits_profile_predictions_loss: 664.1036 - logcount_predictions_loss: 1.6161 247/1602 [===>..........................] - ETA: 3:07 - loss: 728.4499 - logits_profile_predictions_loss: 664.1261 - logcount_predictions_loss: 1.6162 248/1602 [===>..........................] - ETA: 3:07 - loss: 728.4753 - logits_profile_predictions_loss: 664.1487 - logcount_predictions_loss: 1.6162 249/1602 [===>..........................] - ETA: 3:07 - loss: 728.5018 - logits_profile_predictions_loss: 664.1725 - logcount_predictions_loss: 1.6163 250/1602 [===>..........................] - ETA: 3:07 - loss: 728.5280 - logits_profile_predictions_loss: 664.1961 - logcount_predictions_loss: 1.6164 251/1602 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logits_profile_predictions_loss: 664.3666 - logcount_predictions_loss: 1.6168 258/1602 [===>..........................] - ETA: 3:05 - loss: 728.7431 - logits_profile_predictions_loss: 664.3918 - logcount_predictions_loss: 1.6169 259/1602 [===>..........................] - ETA: 3:05 - loss: 728.7710 - logits_profile_predictions_loss: 664.4174 - logcount_predictions_loss: 1.6169 260/1602 [===>..........................] - ETA: 3:05 - loss: 728.7996 - logits_profile_predictions_loss: 664.4432 - logcount_predictions_loss: 1.6170 261/1602 [===>..........................] - ETA: 3:05 - loss: 728.8288 - logits_profile_predictions_loss: 664.4697 - logcount_predictions_loss: 1.6171 262/1602 [===>..........................] - ETA: 3:05 - loss: 728.8583 - logits_profile_predictions_loss: 664.4964 - logcount_predictions_loss: 1.6171 263/1602 [===>..........................] - ETA: 3:05 - loss: 728.8901 - logits_profile_predictions_loss: 664.5252 - logcount_predictions_loss: 1.6172 264/1602 [===>..........................] - ETA: 3:05 - loss: 728.9219 - logits_profile_predictions_loss: 664.5541 - logcount_predictions_loss: 1.6173 265/1602 [===>..........................] - ETA: 3:04 - loss: 728.9521 - logits_profile_predictions_loss: 664.5816 - logcount_predictions_loss: 1.6174 266/1602 [===>..........................] - ETA: 3:04 - loss: 728.9826 - logits_profile_predictions_loss: 664.6092 - logcount_predictions_loss: 1.6174 267/1602 [====>.........................] - ETA: 3:04 - loss: 729.0131 - logits_profile_predictions_loss: 664.6363 - logcount_predictions_loss: 1.6175 268/1602 [====>.........................] - ETA: 3:04 - loss: 729.0424 - logits_profile_predictions_loss: 664.6623 - logcount_predictions_loss: 1.6176 269/1602 [====>.........................] - ETA: 3:04 - loss: 729.0730 - logits_profile_predictions_loss: 664.6888 - logcount_predictions_loss: 1.6177 270/1602 [====>.........................] - ETA: 3:04 - loss: 729.1015 - logits_profile_predictions_loss: 664.7135 - logcount_predictions_loss: 1.6178 271/1602 [====>.........................] - ETA: 3:04 - loss: 729.1288 - logits_profile_predictions_loss: 664.7368 - logcount_predictions_loss: 1.6179 272/1602 [====>.........................] - ETA: 3:03 - loss: 729.1571 - logits_profile_predictions_loss: 664.7615 - logcount_predictions_loss: 1.6180 273/1602 [====>.........................] - ETA: 3:03 - loss: 729.1883 - logits_profile_predictions_loss: 664.7892 - logcount_predictions_loss: 1.6181 274/1602 [====>.........................] - ETA: 3:03 - loss: 729.2188 - logits_profile_predictions_loss: 664.8159 - logcount_predictions_loss: 1.6182 275/1602 [====>.........................] - ETA: 3:03 - loss: 729.2494 - logits_profile_predictions_loss: 664.8431 - logcount_predictions_loss: 1.6182 276/1602 [====>.........................] - ETA: 3:03 - loss: 729.2795 - logits_profile_predictions_loss: 664.8696 - logcount_predictions_loss: 1.6183 277/1602 [====>.........................] - ETA: 3:03 - loss: 729.3097 - logits_profile_predictions_loss: 664.8961 - logcount_predictions_loss: 1.6184 278/1602 [====>.........................] - ETA: 3:03 - loss: 729.3412 - logits_profile_predictions_loss: 664.9238 - logcount_predictions_loss: 1.6185 279/1602 [====>.........................] - ETA: 3:03 - loss: 729.3746 - logits_profile_predictions_loss: 664.9532 - logcount_predictions_loss: 1.6186 280/1602 [====>.........................] - ETA: 3:02 - loss: 729.4085 - logits_profile_predictions_loss: 664.9829 - logcount_predictions_loss: 1.6187 281/1602 [====>.........................] - ETA: 3:02 - loss: 729.4426 - logits_profile_predictions_loss: 665.0132 - logcount_predictions_loss: 1.6188 282/1602 [====>.........................] - ETA: 3:02 - loss: 729.4764 - logits_profile_predictions_loss: 665.0427 - logcount_predictions_loss: 1.6189 283/1602 [====>.........................] - ETA: 3:02 - loss: 729.5134 - 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[====>.........................] - ETA: 3:01 - loss: 729.7648 - logits_profile_predictions_loss: 665.2976 - logcount_predictions_loss: 1.6198 291/1602 [====>.........................] - ETA: 3:01 - loss: 729.7969 - logits_profile_predictions_loss: 665.3262 - logcount_predictions_loss: 1.6199 292/1602 [====>.........................] - ETA: 3:01 - loss: 729.8286 - logits_profile_predictions_loss: 665.3544 - logcount_predictions_loss: 1.6200 293/1602 [====>.........................] - ETA: 3:01 - loss: 729.8596 - logits_profile_predictions_loss: 665.3818 - logcount_predictions_loss: 1.6200 294/1602 [====>.........................] - ETA: 3:00 - loss: 729.8898 - logits_profile_predictions_loss: 665.4083 - logcount_predictions_loss: 1.6201 295/1602 [====>.........................] - ETA: 3:00 - loss: 729.9195 - logits_profile_predictions_loss: 665.4345 - logcount_predictions_loss: 1.6202 296/1602 [====>.........................] - ETA: 3:00 - loss: 729.9492 - logits_profile_predictions_loss: 665.4604 - logcount_predictions_loss: 1.6203 297/1602 [====>.........................] - ETA: 3:00 - loss: 729.9779 - logits_profile_predictions_loss: 665.4855 - logcount_predictions_loss: 1.6204 298/1602 [====>.........................] - ETA: 3:00 - loss: 730.0069 - logits_profile_predictions_loss: 665.5111 - logcount_predictions_loss: 1.6205 299/1602 [====>.........................] - ETA: 3:00 - loss: 730.0370 - logits_profile_predictions_loss: 665.5381 - logcount_predictions_loss: 1.6206 300/1602 [====>.........................] - ETA: 3:00 - loss: 730.0669 - logits_profile_predictions_loss: 665.5648 - logcount_predictions_loss: 1.6207 301/1602 [====>.........................] - ETA: 2:59 - loss: 730.0949 - logits_profile_predictions_loss: 665.5897 - logcount_predictions_loss: 1.6207 302/1602 [====>.........................] - ETA: 2:59 - loss: 730.1224 - logits_profile_predictions_loss: 665.6142 - logcount_predictions_loss: 1.6208 303/1602 [====>.........................] - ETA: 2:59 - loss: 730.1501 - logits_profile_predictions_loss: 665.6389 - logcount_predictions_loss: 1.6209 304/1602 [====>.........................] - ETA: 2:59 - loss: 730.1773 - logits_profile_predictions_loss: 665.6630 - logcount_predictions_loss: 1.6210 305/1602 [====>.........................] - ETA: 2:59 - loss: 730.2048 - logits_profile_predictions_loss: 665.6876 - logcount_predictions_loss: 1.6210 306/1602 [====>.........................] - ETA: 2:59 - loss: 730.2325 - logits_profile_predictions_loss: 665.7126 - logcount_predictions_loss: 1.6211 307/1602 [====>.........................] - ETA: 2:59 - loss: 730.2594 - logits_profile_predictions_loss: 665.7368 - logcount_predictions_loss: 1.6212 308/1602 [====>.........................] - ETA: 2:59 - loss: 730.2860 - logits_profile_predictions_loss: 665.7603 - logcount_predictions_loss: 1.6213 309/1602 [====>.........................] - ETA: 2:58 - loss: 730.3119 - logits_profile_predictions_loss: 665.7833 - logcount_predictions_loss: 1.6213 310/1602 [====>.........................] - ETA: 2:58 - loss: 730.3373 - logits_profile_predictions_loss: 665.8058 - logcount_predictions_loss: 1.6214 311/1602 [====>.........................] - ETA: 2:58 - loss: 730.3632 - logits_profile_predictions_loss: 665.8288 - logcount_predictions_loss: 1.6215 312/1602 [====>.........................] - ETA: 2:58 - loss: 730.3882 - logits_profile_predictions_loss: 665.8509 - logcount_predictions_loss: 1.6215 313/1602 [====>.........................] - ETA: 2:58 - loss: 730.4123 - logits_profile_predictions_loss: 665.8722 - logcount_predictions_loss: 1.6216 314/1602 [====>.........................] - ETA: 2:58 - loss: 730.4349 - logits_profile_predictions_loss: 665.8922 - logcount_predictions_loss: 1.6217 315/1602 [====>.........................] - ETA: 2:58 - loss: 730.4583 - logits_profile_predictions_loss: 665.9131 - logcount_predictions_loss: 1.6217 316/1602 [====>.........................] - ETA: 2:57 - loss: 730.4818 - logits_profile_predictions_loss: 665.9341 - logcount_predictions_loss: 1.6218 317/1602 [====>.........................] - ETA: 2:57 - loss: 730.5040 - logits_profile_predictions_loss: 665.9538 - logcount_predictions_loss: 1.6219 318/1602 [====>.........................] - ETA: 2:57 - loss: 730.5269 - logits_profile_predictions_loss: 665.9742 - logcount_predictions_loss: 1.6219 319/1602 [====>.........................] - ETA: 2:57 - loss: 730.5493 - logits_profile_predictions_loss: 665.9939 - logcount_predictions_loss: 1.6220 320/1602 [====>.........................] - ETA: 2:57 - loss: 730.5731 - logits_profile_predictions_loss: 666.0152 - logcount_predictions_loss: 1.6221 321/1602 [=====>........................] - ETA: 2:57 - loss: 730.5965 - logits_profile_predictions_loss: 666.0360 - logcount_predictions_loss: 1.6221 322/1602 [=====>........................] - ETA: 2:57 - loss: 730.6192 - 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[=====>........................] - ETA: 2:56 - loss: 730.7620 - logits_profile_predictions_loss: 666.1829 - logcount_predictions_loss: 1.6226 330/1602 [=====>........................] - ETA: 2:55 - loss: 730.7794 - logits_profile_predictions_loss: 666.1980 - logcount_predictions_loss: 1.6226 331/1602 [=====>........................] - ETA: 2:55 - loss: 730.7956 - logits_profile_predictions_loss: 666.2122 - logcount_predictions_loss: 1.6227 332/1602 [=====>........................] - ETA: 2:55 - loss: 730.8113 - logits_profile_predictions_loss: 666.2260 - logcount_predictions_loss: 1.6227 333/1602 [=====>........................] - ETA: 2:55 - loss: 730.8273 - logits_profile_predictions_loss: 666.2401 - logcount_predictions_loss: 1.6228 334/1602 [=====>........................] - ETA: 2:55 - loss: 730.8432 - logits_profile_predictions_loss: 666.2543 - logcount_predictions_loss: 1.6228 335/1602 [=====>........................] - ETA: 2:55 - loss: 730.8589 - 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[=====>........................] - ETA: 2:54 - loss: 730.9779 - logits_profile_predictions_loss: 666.3761 - logcount_predictions_loss: 1.6232 343/1602 [=====>........................] - ETA: 2:54 - loss: 730.9962 - logits_profile_predictions_loss: 666.3929 - logcount_predictions_loss: 1.6232 344/1602 [=====>........................] - ETA: 2:54 - loss: 731.0146 - logits_profile_predictions_loss: 666.4099 - logcount_predictions_loss: 1.6232 345/1602 [=====>........................] - ETA: 2:53 - loss: 731.0326 - logits_profile_predictions_loss: 666.4265 - logcount_predictions_loss: 1.6233 346/1602 [=====>........................] - ETA: 2:53 - loss: 731.0498 - logits_profile_predictions_loss: 666.4423 - logcount_predictions_loss: 1.6233 347/1602 [=====>........................] - ETA: 2:53 - loss: 731.0669 - logits_profile_predictions_loss: 666.4580 - logcount_predictions_loss: 1.6233 348/1602 [=====>........................] - ETA: 2:53 - loss: 731.0836 - 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[=====>........................] - ETA: 2:52 - loss: 731.1962 - logits_profile_predictions_loss: 666.5785 - logcount_predictions_loss: 1.6236 356/1602 [=====>........................] - ETA: 2:52 - loss: 731.2113 - logits_profile_predictions_loss: 666.5926 - logcount_predictions_loss: 1.6236 357/1602 [=====>........................] - ETA: 2:52 - loss: 731.2270 - logits_profile_predictions_loss: 666.6073 - logcount_predictions_loss: 1.6236 358/1602 [=====>........................] - ETA: 2:52 - loss: 731.2430 - logits_profile_predictions_loss: 666.6223 - logcount_predictions_loss: 1.6236 359/1602 [=====>........................] - ETA: 2:51 - loss: 731.2591 - logits_profile_predictions_loss: 666.6374 - logcount_predictions_loss: 1.6237 360/1602 [=====>........................] - ETA: 2:51 - loss: 731.2753 - logits_profile_predictions_loss: 666.6526 - logcount_predictions_loss: 1.6237 361/1602 [=====>........................] - ETA: 2:51 - loss: 731.2917 - 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[==>...........................] - ETA: 3:17 - loss: 700.4864 - logits_profile_predictions_loss: 640.7063 - logcount_predictions_loss: 1.5020 178/1602 [==>...........................] - ETA: 3:17 - loss: 700.5389 - logits_profile_predictions_loss: 640.7458 - logcount_predictions_loss: 1.5023 179/1602 [==>...........................] - ETA: 3:17 - loss: 700.5894 - logits_profile_predictions_loss: 640.7839 - logcount_predictions_loss: 1.5026 180/1602 [==>...........................] - ETA: 3:16 - loss: 700.6374 - logits_profile_predictions_loss: 640.8197 - logcount_predictions_loss: 1.5030 181/1602 [==>...........................] - ETA: 3:16 - loss: 700.6885 - logits_profile_predictions_loss: 640.8591 - logcount_predictions_loss: 1.5032 182/1602 [==>...........................] - ETA: 3:16 - loss: 700.7386 - logits_profile_predictions_loss: 640.8979 - logcount_predictions_loss: 1.5035 183/1602 [==>...........................] - ETA: 3:16 - loss: 700.7857 - logits_profile_predictions_loss: 640.9337 - logcount_predictions_loss: 1.5038 184/1602 [==>...........................] - ETA: 3:16 - loss: 700.8330 - logits_profile_predictions_loss: 640.9705 - logcount_predictions_loss: 1.5041 185/1602 [==>...........................] - ETA: 3:16 - loss: 700.8802 - logits_profile_predictions_loss: 641.0077 - logcount_predictions_loss: 1.5043 186/1602 [==>...........................] - ETA: 3:16 - loss: 700.9285 - logits_profile_predictions_loss: 641.0465 - logcount_predictions_loss: 1.5046 187/1602 [==>...........................] - ETA: 3:15 - loss: 700.9769 - logits_profile_predictions_loss: 641.0849 - logcount_predictions_loss: 1.5048 188/1602 [==>...........................] - ETA: 3:15 - loss: 701.0230 - logits_profile_predictions_loss: 641.1208 - logcount_predictions_loss: 1.5051 189/1602 [==>...........................] - ETA: 3:15 - loss: 701.0701 - logits_profile_predictions_loss: 641.1582 - logcount_predictions_loss: 1.5053 190/1602 [==>...........................] - ETA: 3:15 - loss: 701.1133 - logits_profile_predictions_loss: 641.1920 - logcount_predictions_loss: 1.5056 191/1602 [==>...........................] - ETA: 3:15 - loss: 701.1603 - logits_profile_predictions_loss: 641.2298 - logcount_predictions_loss: 1.5058 192/1602 [==>...........................] - ETA: 3:15 - loss: 701.2095 - logits_profile_predictions_loss: 641.2695 - logcount_predictions_loss: 1.5060 193/1602 [==>...........................] - ETA: 3:15 - loss: 701.2586 - logits_profile_predictions_loss: 641.3087 - logcount_predictions_loss: 1.5063 194/1602 [==>...........................] - ETA: 3:14 - loss: 701.3093 - logits_profile_predictions_loss: 641.3494 - logcount_predictions_loss: 1.5065 195/1602 [==>...........................] - ETA: 3:14 - loss: 701.3589 - logits_profile_predictions_loss: 641.3890 - logcount_predictions_loss: 1.5068 196/1602 [==>...........................] - ETA: 3:14 - loss: 701.4050 - logits_profile_predictions_loss: 641.4249 - logcount_predictions_loss: 1.5070 197/1602 [==>...........................] - ETA: 3:14 - loss: 701.4474 - logits_profile_predictions_loss: 641.4573 - logcount_predictions_loss: 1.5073 198/1602 [==>...........................] - ETA: 3:14 - loss: 701.4901 - logits_profile_predictions_loss: 641.4906 - logcount_predictions_loss: 1.5075 199/1602 [==>...........................] - ETA: 3:14 - loss: 701.5306 - logits_profile_predictions_loss: 641.5218 - logcount_predictions_loss: 1.5078 200/1602 [==>...........................] - ETA: 3:14 - loss: 701.5709 - logits_profile_predictions_loss: 641.5528 - logcount_predictions_loss: 1.5080 201/1602 [==>...........................] - ETA: 3:14 - loss: 701.6090 - logits_profile_predictions_loss: 641.5816 - logcount_predictions_loss: 1.5082 202/1602 [==>...........................] - ETA: 3:13 - loss: 701.6458 - logits_profile_predictions_loss: 641.6079 - logcount_predictions_loss: 1.5085 203/1602 [==>...........................] - ETA: 3:13 - loss: 701.6819 - logits_profile_predictions_loss: 641.6340 - logcount_predictions_loss: 1.5087 204/1602 [==>...........................] - ETA: 3:13 - loss: 701.7212 - logits_profile_predictions_loss: 641.6635 - logcount_predictions_loss: 1.5090 205/1602 [==>...........................] - ETA: 3:13 - loss: 701.7602 - logits_profile_predictions_loss: 641.6929 - logcount_predictions_loss: 1.5092 206/1602 [==>...........................] - ETA: 3:13 - loss: 701.8001 - logits_profile_predictions_loss: 641.7233 - logcount_predictions_loss: 1.5095 207/1602 [==>...........................] - ETA: 3:13 - loss: 701.8383 - logits_profile_predictions_loss: 641.7523 - logcount_predictions_loss: 1.5097 208/1602 [==>...........................] - ETA: 3:13 - loss: 701.8747 - logits_profile_predictions_loss: 641.7799 - logcount_predictions_loss: 1.5099 209/1602 [==>...........................] - ETA: 3:12 - loss: 701.9106 - logits_profile_predictions_loss: 641.8071 - logcount_predictions_loss: 1.5101 210/1602 [==>...........................] - ETA: 3:12 - loss: 701.9482 - logits_profile_predictions_loss: 641.8358 - logcount_predictions_loss: 1.5104 211/1602 [==>...........................] - ETA: 3:12 - loss: 701.9837 - logits_profile_predictions_loss: 641.8624 - logcount_predictions_loss: 1.5106 212/1602 [==>...........................] - ETA: 3:12 - loss: 702.0222 - logits_profile_predictions_loss: 641.8922 - logcount_predictions_loss: 1.5108 213/1602 [==>...........................] - ETA: 3:12 - loss: 702.0578 - logits_profile_predictions_loss: 641.9193 - logcount_predictions_loss: 1.5110 214/1602 [===>..........................] - ETA: 3:12 - loss: 702.0912 - logits_profile_predictions_loss: 641.9444 - logcount_predictions_loss: 1.5112 215/1602 [===>..........................] - ETA: 3:12 - loss: 702.1241 - logits_profile_predictions_loss: 641.9694 - logcount_predictions_loss: 1.5114 216/1602 [===>..........................] - ETA: 3:11 - loss: 702.1548 - logits_profile_predictions_loss: 641.9919 - logcount_predictions_loss: 1.5116 217/1602 [===>..........................] - ETA: 3:11 - loss: 702.1840 - logits_profile_predictions_loss: 642.0131 - logcount_predictions_loss: 1.5118 218/1602 [===>..........................] - ETA: 3:11 - loss: 702.2130 - logits_profile_predictions_loss: 642.0341 - logcount_predictions_loss: 1.5120 219/1602 [===>..........................] - ETA: 3:11 - loss: 702.2409 - logits_profile_predictions_loss: 642.0544 - logcount_predictions_loss: 1.5122 220/1602 [===>..........................] - ETA: 3:11 - loss: 702.2678 - logits_profile_predictions_loss: 642.0739 - logcount_predictions_loss: 1.5124 221/1602 [===>..........................] - ETA: 3:11 - loss: 702.2944 - logits_profile_predictions_loss: 642.0929 - logcount_predictions_loss: 1.5126 222/1602 [===>..........................] - ETA: 3:11 - loss: 702.3191 - logits_profile_predictions_loss: 642.1100 - logcount_predictions_loss: 1.5128 223/1602 [===>..........................] - ETA: 3:10 - loss: 702.3433 - logits_profile_predictions_loss: 642.1266 - logcount_predictions_loss: 1.5130 224/1602 [===>..........................] - ETA: 3:10 - loss: 702.3668 - logits_profile_predictions_loss: 642.1425 - logcount_predictions_loss: 1.5132 225/1602 [===>..........................] - ETA: 3:10 - loss: 702.3901 - logits_profile_predictions_loss: 642.1583 - logcount_predictions_loss: 1.5134 226/1602 [===>..........................] - ETA: 3:10 - loss: 702.4145 - logits_profile_predictions_loss: 642.1751 - logcount_predictions_loss: 1.5135 227/1602 [===>..........................] - ETA: 3:10 - loss: 702.4390 - logits_profile_predictions_loss: 642.1920 - logcount_predictions_loss: 1.5137 228/1602 [===>..........................] - ETA: 3:10 - loss: 702.4633 - logits_profile_predictions_loss: 642.2086 - logcount_predictions_loss: 1.5139 229/1602 [===>..........................] - ETA: 3:10 - loss: 702.4869 - logits_profile_predictions_loss: 642.2245 - logcount_predictions_loss: 1.5141 230/1602 [===>..........................] - ETA: 3:10 - loss: 702.5082 - logits_profile_predictions_loss: 642.2379 - logcount_predictions_loss: 1.5143 231/1602 [===>..........................] - ETA: 3:09 - loss: 702.5307 - logits_profile_predictions_loss: 642.2529 - logcount_predictions_loss: 1.5145 232/1602 [===>..........................] - ETA: 3:09 - loss: 702.5535 - logits_profile_predictions_loss: 642.2681 - logcount_predictions_loss: 1.5147 233/1602 [===>..........................] - ETA: 3:09 - loss: 702.5751 - logits_profile_predictions_loss: 642.2818 - logcount_predictions_loss: 1.5149 234/1602 [===>..........................] - ETA: 3:09 - loss: 702.5986 - logits_profile_predictions_loss: 642.2977 - logcount_predictions_loss: 1.5151 235/1602 [===>..........................] - ETA: 3:09 - loss: 702.6199 - logits_profile_predictions_loss: 642.3115 - logcount_predictions_loss: 1.5153 236/1602 [===>..........................] - ETA: 3:09 - loss: 702.6419 - logits_profile_predictions_loss: 642.3264 - logcount_predictions_loss: 1.5155 237/1602 [===>..........................] - ETA: 3:09 - loss: 702.6641 - logits_profile_predictions_loss: 642.3414 - logcount_predictions_loss: 1.5156 238/1602 [===>..........................] - ETA: 3:08 - loss: 702.6874 - logits_profile_predictions_loss: 642.3576 - logcount_predictions_loss: 1.5158 239/1602 [===>..........................] - ETA: 3:08 - loss: 702.7109 - logits_profile_predictions_loss: 642.3740 - logcount_predictions_loss: 1.5160 240/1602 [===>..........................] - ETA: 3:08 - loss: 702.7341 - logits_profile_predictions_loss: 642.3897 - logcount_predictions_loss: 1.5162 241/1602 [===>..........................] - ETA: 3:08 - loss: 702.7576 - logits_profile_predictions_loss: 642.4060 - logcount_predictions_loss: 1.5164 242/1602 [===>..........................] - ETA: 3:08 - loss: 702.7801 - logits_profile_predictions_loss: 642.4209 - logcount_predictions_loss: 1.5166 243/1602 [===>..........................] - ETA: 3:08 - loss: 702.8027 - logits_profile_predictions_loss: 642.4358 - logcount_predictions_loss: 1.5168 244/1602 [===>..........................] - ETA: 3:08 - loss: 702.8264 - logits_profile_predictions_loss: 642.4517 - logcount_predictions_loss: 1.5169 245/1602 [===>..........................] - ETA: 3:07 - loss: 702.8508 - logits_profile_predictions_loss: 642.4685 - logcount_predictions_loss: 1.5171 246/1602 [===>..........................] - ETA: 3:07 - loss: 702.8746 - logits_profile_predictions_loss: 642.4848 - logcount_predictions_loss: 1.5173 247/1602 [===>..........................] - ETA: 3:07 - loss: 702.8989 - logits_profile_predictions_loss: 642.5016 - logcount_predictions_loss: 1.5175 248/1602 [===>..........................] - ETA: 3:07 - loss: 702.9225 - logits_profile_predictions_loss: 642.5175 - logcount_predictions_loss: 1.5177 249/1602 [===>..........................] - ETA: 3:07 - loss: 702.9449 - logits_profile_predictions_loss: 642.5324 - logcount_predictions_loss: 1.5179 250/1602 [===>..........................] - ETA: 3:07 - loss: 702.9676 - logits_profile_predictions_loss: 642.5478 - logcount_predictions_loss: 1.5181 251/1602 [===>..........................] - ETA: 3:07 - loss: 702.9894 - logits_profile_predictions_loss: 642.5623 - logcount_predictions_loss: 1.5183 252/1602 [===>..........................] - ETA: 3:06 - loss: 703.0109 - logits_profile_predictions_loss: 642.5763 - logcount_predictions_loss: 1.5185 253/1602 [===>..........................] - ETA: 3:06 - loss: 703.0323 - logits_profile_predictions_loss: 642.5901 - logcount_predictions_loss: 1.5186 254/1602 [===>..........................] - ETA: 3:06 - loss: 703.0552 - logits_profile_predictions_loss: 642.6057 - logcount_predictions_loss: 1.5188 255/1602 [===>..........................] - ETA: 3:06 - loss: 703.0811 - logits_profile_predictions_loss: 642.6243 - logcount_predictions_loss: 1.5190 256/1602 [===>..........................] - ETA: 3:06 - loss: 703.1075 - logits_profile_predictions_loss: 642.6436 - logcount_predictions_loss: 1.5192 257/1602 [===>..........................] - ETA: 3:06 - loss: 703.1332 - logits_profile_predictions_loss: 642.6624 - logcount_predictions_loss: 1.5194 258/1602 [===>..........................] - ETA: 3:06 - loss: 703.1567 - logits_profile_predictions_loss: 642.6794 - logcount_predictions_loss: 1.5195 259/1602 [===>..........................] - ETA: 3:05 - loss: 703.1794 - logits_profile_predictions_loss: 642.6959 - logcount_predictions_loss: 1.5197 260/1602 [===>..........................] - ETA: 3:05 - loss: 703.2029 - logits_profile_predictions_loss: 642.7132 - logcount_predictions_loss: 1.5198 261/1602 [===>..........................] - ETA: 3:05 - loss: 703.2281 - logits_profile_predictions_loss: 642.7322 - logcount_predictions_loss: 1.5200 262/1602 [===>..........................] - ETA: 3:05 - loss: 703.2528 - logits_profile_predictions_loss: 642.7500 - logcount_predictions_loss: 1.5202 263/1602 [===>..........................] - ETA: 3:05 - loss: 703.2783 - logits_profile_predictions_loss: 642.7684 - logcount_predictions_loss: 1.5203 264/1602 [===>..........................] - ETA: 3:05 - loss: 703.3022 - logits_profile_predictions_loss: 642.7853 - logcount_predictions_loss: 1.5205 265/1602 [===>..........................] - ETA: 3:05 - loss: 703.3269 - logits_profile_predictions_loss: 642.8027 - logcount_predictions_loss: 1.5207 266/1602 [===>..........................] - ETA: 3:05 - loss: 703.3497 - logits_profile_predictions_loss: 642.8183 - logcount_predictions_loss: 1.5209 267/1602 [====>.........................] - ETA: 3:04 - loss: 703.3721 - logits_profile_predictions_loss: 642.8333 - logcount_predictions_loss: 1.5211 268/1602 [====>.........................] - ETA: 3:04 - loss: 703.3957 - logits_profile_predictions_loss: 642.8494 - logcount_predictions_loss: 1.5213 269/1602 [====>.........................] - ETA: 3:04 - loss: 703.4194 - logits_profile_predictions_loss: 642.8658 - logcount_predictions_loss: 1.5214 270/1602 [====>.........................] - ETA: 3:04 - loss: 703.4421 - logits_profile_predictions_loss: 642.8811 - logcount_predictions_loss: 1.5216 271/1602 [====>.........................] - ETA: 3:04 - loss: 703.4632 - logits_profile_predictions_loss: 642.8947 - logcount_predictions_loss: 1.5218 272/1602 [====>.........................] - ETA: 3:04 - loss: 703.4826 - logits_profile_predictions_loss: 642.9067 - logcount_predictions_loss: 1.5220 273/1602 [====>.........................] - ETA: 3:04 - loss: 703.5019 - logits_profile_predictions_loss: 642.9185 - logcount_predictions_loss: 1.5222 274/1602 [====>.........................] - ETA: 3:03 - loss: 703.5218 - logits_profile_predictions_loss: 642.9307 - logcount_predictions_loss: 1.5224 275/1602 [====>.........................] - ETA: 3:03 - loss: 703.5409 - logits_profile_predictions_loss: 642.9419 - logcount_predictions_loss: 1.5226 276/1602 [====>.........................] - ETA: 3:03 - loss: 703.5608 - logits_profile_predictions_loss: 642.9542 - logcount_predictions_loss: 1.5228 277/1602 [====>.........................] - ETA: 3:03 - loss: 703.5798 - logits_profile_predictions_loss: 642.9654 - logcount_predictions_loss: 1.5230 278/1602 [====>.........................] - ETA: 3:03 - loss: 703.5985 - logits_profile_predictions_loss: 642.9765 - logcount_predictions_loss: 1.5232 279/1602 [====>.........................] - ETA: 3:03 - loss: 703.6166 - logits_profile_predictions_loss: 642.9873 - logcount_predictions_loss: 1.5233 280/1602 [====>.........................] - ETA: 3:03 - loss: 703.6355 - logits_profile_predictions_loss: 642.9992 - logcount_predictions_loss: 1.5235 281/1602 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[..............................] - ETA: 3:39 - loss: 729.4838 - logits_profile_predictions_loss: 670.6751 - logcount_predictions_loss: 1.4776 24/1602 [..............................] - ETA: 3:38 - loss: 728.5553 - logits_profile_predictions_loss: 669.7110 - logcount_predictions_loss: 1.4785 25/1602 [..............................] - ETA: 3:38 - loss: 727.9153 - logits_profile_predictions_loss: 669.0438 - logcount_predictions_loss: 1.4792 26/1602 [..............................] - ETA: 3:38 - loss: 727.3736 - logits_profile_predictions_loss: 668.4616 - logcount_predictions_loss: 1.4802 27/1602 [..............................] - ETA: 3:38 - loss: 726.8203 - logits_profile_predictions_loss: 667.8941 - logcount_predictions_loss: 1.4806 28/1602 [..............................] - ETA: 3:38 - loss: 726.4146 - logits_profile_predictions_loss: 667.4648 - logcount_predictions_loss: 1.4812 29/1602 [..............................] - ETA: 3:38 - loss: 725.9598 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 645.1012 - logcount_predictions_loss: 1.4904 181/1602 [==>...........................] - ETA: 3:16 - loss: 704.3877 - logits_profile_predictions_loss: 645.0706 - logcount_predictions_loss: 1.4904 182/1602 [==>...........................] - ETA: 3:16 - loss: 704.3560 - logits_profile_predictions_loss: 645.0418 - logcount_predictions_loss: 1.4903 183/1602 [==>...........................] - ETA: 3:16 - loss: 704.3253 - logits_profile_predictions_loss: 645.0139 - logcount_predictions_loss: 1.4902 184/1602 [==>...........................] - ETA: 3:16 - loss: 704.2962 - logits_profile_predictions_loss: 644.9874 - logcount_predictions_loss: 1.4902 185/1602 [==>...........................] - ETA: 3:16 - loss: 704.2701 - logits_profile_predictions_loss: 644.9641 - logcount_predictions_loss: 1.4901 186/1602 [==>...........................] - ETA: 3:16 - loss: 704.2428 - logits_profile_predictions_loss: 644.9400 - logcount_predictions_loss: 1.4900 187/1602 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logits_profile_predictions_loss: 644.8185 - logcount_predictions_loss: 1.4895 194/1602 [==>...........................] - ETA: 3:14 - loss: 704.0839 - logits_profile_predictions_loss: 644.8059 - logcount_predictions_loss: 1.4894 195/1602 [==>...........................] - ETA: 3:14 - loss: 704.0674 - logits_profile_predictions_loss: 644.7931 - logcount_predictions_loss: 1.4893 196/1602 [==>...........................] - ETA: 3:14 - loss: 704.0528 - logits_profile_predictions_loss: 644.7820 - logcount_predictions_loss: 1.4892 197/1602 [==>...........................] - ETA: 3:14 - loss: 704.0382 - logits_profile_predictions_loss: 644.7703 - logcount_predictions_loss: 1.4891 198/1602 [==>...........................] - ETA: 3:14 - loss: 704.0227 - logits_profile_predictions_loss: 644.7578 - logcount_predictions_loss: 1.4891 199/1602 [==>...........................] - ETA: 3:14 - loss: 704.0068 - logits_profile_predictions_loss: 644.7439 - logcount_predictions_loss: 1.4890 200/1602 [==>...........................] - ETA: 3:14 - loss: 703.9875 - logits_profile_predictions_loss: 644.7264 - logcount_predictions_loss: 1.4890 201/1602 [==>...........................] - ETA: 3:13 - loss: 703.9699 - logits_profile_predictions_loss: 644.7107 - logcount_predictions_loss: 1.4889 202/1602 [==>...........................] - ETA: 3:13 - loss: 703.9504 - logits_profile_predictions_loss: 644.6931 - logcount_predictions_loss: 1.4889 203/1602 [==>...........................] - ETA: 3:13 - loss: 703.9317 - logits_profile_predictions_loss: 644.6755 - logcount_predictions_loss: 1.4889 204/1602 [==>...........................] - ETA: 3:13 - loss: 703.9124 - logits_profile_predictions_loss: 644.6576 - logcount_predictions_loss: 1.4888 205/1602 [==>...........................] - ETA: 3:13 - loss: 703.8957 - logits_profile_predictions_loss: 644.6419 - logcount_predictions_loss: 1.4888 206/1602 [==>...........................] - ETA: 3:13 - loss: 703.8777 - logits_profile_predictions_loss: 644.6252 - logcount_predictions_loss: 1.4888 207/1602 [==>...........................] - ETA: 3:13 - loss: 703.8605 - logits_profile_predictions_loss: 644.6094 - logcount_predictions_loss: 1.4887 208/1602 [==>...........................] - ETA: 3:12 - loss: 703.8445 - logits_profile_predictions_loss: 644.5949 - logcount_predictions_loss: 1.4887 209/1602 [==>...........................] - ETA: 3:12 - loss: 703.8285 - logits_profile_predictions_loss: 644.5800 - logcount_predictions_loss: 1.4887 210/1602 [==>...........................] - ETA: 3:12 - loss: 703.8114 - logits_profile_predictions_loss: 644.5646 - logcount_predictions_loss: 1.4886 211/1602 [==>...........................] - ETA: 3:12 - loss: 703.7946 - logits_profile_predictions_loss: 644.5498 - logcount_predictions_loss: 1.4886 212/1602 [==>...........................] - ETA: 3:12 - loss: 703.7811 - logits_profile_predictions_loss: 644.5383 - logcount_predictions_loss: 1.4885 213/1602 [==>...........................] - ETA: 3:12 - loss: 703.7671 - logits_profile_predictions_loss: 644.5262 - logcount_predictions_loss: 1.4885 214/1602 [===>..........................] - ETA: 3:12 - loss: 703.7517 - logits_profile_predictions_loss: 644.5125 - logcount_predictions_loss: 1.4884 215/1602 [===>..........................] - ETA: 3:11 - loss: 703.7384 - logits_profile_predictions_loss: 644.5011 - logcount_predictions_loss: 1.4884 216/1602 [===>..........................] - ETA: 3:11 - loss: 703.7260 - logits_profile_predictions_loss: 644.4907 - logcount_predictions_loss: 1.4883 217/1602 [===>..........................] - ETA: 3:11 - loss: 703.7126 - logits_profile_predictions_loss: 644.4792 - logcount_predictions_loss: 1.4883 218/1602 [===>..........................] - ETA: 3:11 - loss: 703.6992 - logits_profile_predictions_loss: 644.4676 - logcount_predictions_loss: 1.4882 219/1602 [===>..........................] - ETA: 3:11 - loss: 703.6856 - logits_profile_predictions_loss: 644.4559 - logcount_predictions_loss: 1.4882 220/1602 [===>..........................] - ETA: 3:11 - loss: 703.6715 - logits_profile_predictions_loss: 644.4442 - logcount_predictions_loss: 1.4881 221/1602 [===>..........................] - ETA: 3:11 - loss: 703.6572 - logits_profile_predictions_loss: 644.4323 - logcount_predictions_loss: 1.4881 222/1602 [===>..........................] - ETA: 3:11 - loss: 703.6447 - logits_profile_predictions_loss: 644.4218 - logcount_predictions_loss: 1.4880 223/1602 [===>..........................] - ETA: 3:10 - loss: 703.6320 - logits_profile_predictions_loss: 644.4103 - logcount_predictions_loss: 1.4880 224/1602 [===>..........................] - ETA: 3:10 - loss: 703.6182 - logits_profile_predictions_loss: 644.3972 - logcount_predictions_loss: 1.4880 225/1602 [===>..........................] - ETA: 3:10 - loss: 703.6056 - logits_profile_predictions_loss: 644.3854 - logcount_predictions_loss: 1.4879 226/1602 [===>..........................] - ETA: 3:10 - loss: 703.5939 - logits_profile_predictions_loss: 644.3742 - logcount_predictions_loss: 1.4879 227/1602 [===>..........................] - ETA: 3:10 - loss: 703.5813 - logits_profile_predictions_loss: 644.3624 - logcount_predictions_loss: 1.4879 228/1602 [===>..........................] - ETA: 3:10 - loss: 703.5691 - logits_profile_predictions_loss: 644.3506 - logcount_predictions_loss: 1.4879 229/1602 [===>..........................] - ETA: 3:10 - loss: 703.5571 - logits_profile_predictions_loss: 644.3395 - logcount_predictions_loss: 1.4879 230/1602 [===>..........................] - ETA: 3:09 - loss: 703.5453 - logits_profile_predictions_loss: 644.3285 - logcount_predictions_loss: 1.4879 231/1602 [===>..........................] - ETA: 3:09 - loss: 703.5336 - logits_profile_predictions_loss: 644.3178 - logcount_predictions_loss: 1.4878 232/1602 [===>..........................] - ETA: 3:09 - loss: 703.5246 - logits_profile_predictions_loss: 644.3096 - logcount_predictions_loss: 1.4878 233/1602 [===>..........................] - ETA: 3:09 - loss: 703.5165 - logits_profile_predictions_loss: 644.3021 - logcount_predictions_loss: 1.4878 234/1602 [===>..........................] - ETA: 3:09 - loss: 703.5107 - logits_profile_predictions_loss: 644.2970 - logcount_predictions_loss: 1.4878 235/1602 [===>..........................] - ETA: 3:09 - loss: 703.5055 - logits_profile_predictions_loss: 644.2920 - logcount_predictions_loss: 1.4878 236/1602 [===>..........................] - ETA: 3:09 - loss: 703.4991 - logits_profile_predictions_loss: 644.2856 - logcount_predictions_loss: 1.4878 237/1602 [===>..........................] - ETA: 3:08 - loss: 703.4915 - logits_profile_predictions_loss: 644.2777 - logcount_predictions_loss: 1.4878 238/1602 [===>..........................] - ETA: 3:08 - loss: 703.4845 - logits_profile_predictions_loss: 644.2698 - logcount_predictions_loss: 1.4878 239/1602 [===>..........................] - ETA: 3:08 - loss: 703.4788 - logits_profile_predictions_loss: 644.2630 - logcount_predictions_loss: 1.4878 240/1602 [===>..........................] - ETA: 3:08 - loss: 703.4742 - logits_profile_predictions_loss: 644.2572 - logcount_predictions_loss: 1.4879 241/1602 [===>..........................] - ETA: 3:08 - loss: 703.4686 - logits_profile_predictions_loss: 644.2506 - logcount_predictions_loss: 1.4879 242/1602 [===>..........................] - ETA: 3:08 - loss: 703.4634 - logits_profile_predictions_loss: 644.2444 - logcount_predictions_loss: 1.4879 243/1602 [===>..........................] - ETA: 3:08 - loss: 703.4579 - logits_profile_predictions_loss: 644.2377 - logcount_predictions_loss: 1.4879 244/1602 [===>..........................] - ETA: 3:07 - loss: 703.4513 - logits_profile_predictions_loss: 644.2301 - logcount_predictions_loss: 1.4880 245/1602 [===>..........................] - ETA: 3:07 - loss: 703.4433 - logits_profile_predictions_loss: 644.2214 - logcount_predictions_loss: 1.4880 246/1602 [===>..........................] - ETA: 3:07 - loss: 703.4353 - logits_profile_predictions_loss: 644.2129 - logcount_predictions_loss: 1.4880 247/1602 [===>..........................] - ETA: 3:07 - loss: 703.4274 - logits_profile_predictions_loss: 644.2045 - logcount_predictions_loss: 1.4880 248/1602 [===>..........................] - ETA: 3:07 - loss: 703.4215 - logits_profile_predictions_loss: 644.1979 - logcount_predictions_loss: 1.4880 249/1602 [===>..........................] - ETA: 3:07 - loss: 703.4148 - logits_profile_predictions_loss: 644.1904 - logcount_predictions_loss: 1.4881 250/1602 [===>..........................] - ETA: 3:07 - loss: 703.4068 - logits_profile_predictions_loss: 644.1819 - logcount_predictions_loss: 1.4881 251/1602 [===>..........................] - ETA: 3:07 - loss: 703.3993 - logits_profile_predictions_loss: 644.1738 - logcount_predictions_loss: 1.4881 252/1602 [===>..........................] - ETA: 3:06 - loss: 703.3910 - logits_profile_predictions_loss: 644.1648 - logcount_predictions_loss: 1.4881 253/1602 [===>..........................] - ETA: 3:06 - loss: 703.3827 - logits_profile_predictions_loss: 644.1560 - logcount_predictions_loss: 1.4881 254/1602 [===>..........................] - ETA: 3:06 - loss: 703.3745 - logits_profile_predictions_loss: 644.1469 - logcount_predictions_loss: 1.4881 255/1602 [===>..........................] - ETA: 3:06 - loss: 703.3647 - logits_profile_predictions_loss: 644.1366 - logcount_predictions_loss: 1.4881 256/1602 [===>..........................] - ETA: 3:06 - loss: 703.3542 - logits_profile_predictions_loss: 644.1255 - logcount_predictions_loss: 1.4882 257/1602 [===>..........................] - ETA: 3:06 - loss: 703.3440 - logits_profile_predictions_loss: 644.1145 - logcount_predictions_loss: 1.4882 258/1602 [===>..........................] - ETA: 3:06 - loss: 703.3331 - 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[====>.........................] - ETA: 3:03 - loss: 703.2049 - logits_profile_predictions_loss: 643.9609 - logcount_predictions_loss: 1.4885 279/1602 [====>.........................] - ETA: 3:03 - loss: 703.2039 - logits_profile_predictions_loss: 643.9586 - logcount_predictions_loss: 1.4886 280/1602 [====>.........................] - ETA: 3:03 - loss: 703.2041 - logits_profile_predictions_loss: 643.9576 - logcount_predictions_loss: 1.4886 281/1602 [====>.........................] - ETA: 3:02 - loss: 703.2044 - logits_profile_predictions_loss: 643.9565 - logcount_predictions_loss: 1.4886 282/1602 [====>.........................] - ETA: 3:02 - loss: 703.2052 - logits_profile_predictions_loss: 643.9559 - logcount_predictions_loss: 1.4887 283/1602 [====>.........................] - ETA: 3:02 - loss: 703.2063 - logits_profile_predictions_loss: 643.9555 - logcount_predictions_loss: 1.4887 284/1602 [====>.........................] - ETA: 3:02 - loss: 703.2069 - 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[============================>.] - ETA: 1s - loss: 702.2890 - logits_profile_predictions_loss: 642.1581 - logcount_predictions_loss: 1.5108 1593/1602 [============================>.] - ETA: 1s - loss: 702.2869 - logits_profile_predictions_loss: 642.1563 - logcount_predictions_loss: 1.5108 1594/1602 [============================>.] - ETA: 1s - loss: 702.2849 - logits_profile_predictions_loss: 642.1545 - logcount_predictions_loss: 1.5108 1595/1602 [============================>.] - ETA: 0s - loss: 702.2828 - logits_profile_predictions_loss: 642.1526 - logcount_predictions_loss: 1.5108 1596/1602 [============================>.] - ETA: 0s - loss: 702.2806 - logits_profile_predictions_loss: 642.1508 - logcount_predictions_loss: 1.5108 1597/1602 [============================>.] - ETA: 0s - loss: 702.2785 - logits_profile_predictions_loss: 642.1489 - logcount_predictions_loss: 1.5108 1598/1602 [============================>.] - ETA: 0s - loss: 702.2764 - logits_profile_predictions_loss: 642.1471 - logcount_predictions_loss: 1.5108 1599/1602 [============================>.] - ETA: 0s - loss: 702.2744 - logits_profile_predictions_loss: 642.1453 - logcount_predictions_loss: 1.5108 1600/1602 [============================>.] - ETA: 0s - loss: 702.2723 - logits_profile_predictions_loss: 642.1435 - logcount_predictions_loss: 1.5108 1601/1602 [============================>.] - ETA: 0s - loss: 702.2702 - logits_profile_predictions_loss: 642.1417 - logcount_predictions_loss: 1.5108 1602/1602 [==============================] - ETA: 0s - loss: 702.2682 - logits_profile_predictions_loss: 642.1399 - logcount_predictions_loss: 1.5108 1602/1602 [==============================] - 232s 145ms/step - loss: 702.2662 - logits_profile_predictions_loss: 642.1381 - logcount_predictions_loss: 1.5108 - val_loss: 809.6536 - val_logits_profile_predictions_loss: 739.9820 - val_logcount_predictions_loss: 1.7505 Epoch 00009: val_loss did not improve from 802.80347 Epoch 10/50 1/1602 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- logcount_predictions_loss: 1.4333 8/1602 [..............................] - ETA: 3:42 - loss: 700.5194 - logits_profile_predictions_loss: 643.3277 - logcount_predictions_loss: 1.4370 9/1602 [..............................] - ETA: 3:42 - loss: 700.7150 - logits_profile_predictions_loss: 643.4846 - logcount_predictions_loss: 1.4379 10/1602 [..............................] - ETA: 3:42 - loss: 700.2307 - logits_profile_predictions_loss: 642.8975 - logcount_predictions_loss: 1.4405 11/1602 [..............................] - ETA: 3:41 - loss: 699.2069 - logits_profile_predictions_loss: 641.8424 - logcount_predictions_loss: 1.4413 12/1602 [..............................] - ETA: 3:41 - loss: 698.1678 - logits_profile_predictions_loss: 640.8380 - logcount_predictions_loss: 1.4404 13/1602 [..............................] - ETA: 3:41 - loss: 696.9092 - logits_profile_predictions_loss: 639.7020 - logcount_predictions_loss: 1.4374 14/1602 [..............................] - ETA: 3:41 - loss: 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[..............................] - ETA: 3:39 - loss: 694.3580 - logits_profile_predictions_loss: 637.5181 - logcount_predictions_loss: 1.4281 22/1602 [..............................] - ETA: 3:39 - loss: 694.1668 - logits_profile_predictions_loss: 637.3832 - logcount_predictions_loss: 1.4267 23/1602 [..............................] - ETA: 3:39 - loss: 693.9804 - logits_profile_predictions_loss: 637.2184 - logcount_predictions_loss: 1.4262 24/1602 [..............................] - ETA: 3:39 - loss: 693.7680 - logits_profile_predictions_loss: 637.0236 - logcount_predictions_loss: 1.4257 25/1602 [..............................] - ETA: 3:39 - loss: 693.6583 - logits_profile_predictions_loss: 636.9660 - logcount_predictions_loss: 1.4244 26/1602 [..............................] - ETA: 3:39 - loss: 693.5879 - logits_profile_predictions_loss: 636.9698 - logcount_predictions_loss: 1.4226 27/1602 [..............................] - ETA: 3:38 - loss: 693.3296 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 633.2792 - logcount_predictions_loss: 1.4319 48/1602 [..............................] - ETA: 3:35 - loss: 689.9649 - logits_profile_predictions_loss: 632.9185 - logcount_predictions_loss: 1.4333 49/1602 [..............................] - ETA: 3:35 - loss: 689.6723 - logits_profile_predictions_loss: 632.5711 - logcount_predictions_loss: 1.4347 50/1602 [..............................] - ETA: 3:35 - loss: 689.3759 - logits_profile_predictions_loss: 632.2075 - logcount_predictions_loss: 1.4364 51/1602 [..............................] - ETA: 3:35 - loss: 689.1421 - logits_profile_predictions_loss: 631.9141 - logcount_predictions_loss: 1.4379 52/1602 [..............................] - ETA: 3:35 - loss: 688.9314 - logits_profile_predictions_loss: 631.6492 - logcount_predictions_loss: 1.4393 53/1602 [..............................] - ETA: 3:34 - loss: 688.7701 - logits_profile_predictions_loss: 631.4360 - logcount_predictions_loss: 1.4406 54/1602 [>.............................] - ETA: 3:34 - loss: 688.6068 - logits_profile_predictions_loss: 631.2117 - logcount_predictions_loss: 1.4421 55/1602 [>.............................] - ETA: 3:34 - loss: 688.4535 - logits_profile_predictions_loss: 631.0046 - logcount_predictions_loss: 1.4434 56/1602 [>.............................] - ETA: 3:34 - loss: 688.3583 - logits_profile_predictions_loss: 630.8513 - logcount_predictions_loss: 1.4449 57/1602 [>.............................] - ETA: 3:34 - loss: 688.2604 - logits_profile_predictions_loss: 630.6980 - logcount_predictions_loss: 1.4463 58/1602 [>.............................] - ETA: 3:34 - loss: 688.2043 - logits_profile_predictions_loss: 630.5884 - logcount_predictions_loss: 1.4476 59/1602 [>.............................] - ETA: 3:34 - loss: 688.1558 - logits_profile_predictions_loss: 630.4883 - logcount_predictions_loss: 1.4489 60/1602 [>.............................] - ETA: 3:33 - loss: 688.1012 - logits_profile_predictions_loss: 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loss: 687.9408 - logits_profile_predictions_loss: 629.9478 - logcount_predictions_loss: 1.4571 68/1602 [>.............................] - ETA: 3:32 - loss: 687.9026 - logits_profile_predictions_loss: 629.8709 - logcount_predictions_loss: 1.4581 69/1602 [>.............................] - ETA: 3:32 - loss: 687.8521 - logits_profile_predictions_loss: 629.7846 - logcount_predictions_loss: 1.4590 70/1602 [>.............................] - ETA: 3:32 - loss: 687.8226 - logits_profile_predictions_loss: 629.7226 - logcount_predictions_loss: 1.4598 71/1602 [>.............................] - ETA: 3:32 - loss: 687.8047 - logits_profile_predictions_loss: 629.6737 - logcount_predictions_loss: 1.4606 72/1602 [>.............................] - ETA: 3:32 - loss: 687.8038 - logits_profile_predictions_loss: 629.6434 - logcount_predictions_loss: 1.4613 73/1602 [>.............................] - ETA: 3:32 - loss: 687.8051 - logits_profile_predictions_loss: 629.6173 - logcount_predictions_loss: 1.4620 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logits_profile_predictions_loss: 629.2910 - logcount_predictions_loss: 1.4751 114/1602 [=>............................] - ETA: 3:26 - loss: 688.0120 - logits_profile_predictions_loss: 629.3017 - logcount_predictions_loss: 1.4751 115/1602 [=>............................] - ETA: 3:26 - loss: 688.0245 - logits_profile_predictions_loss: 629.3129 - logcount_predictions_loss: 1.4752 116/1602 [=>............................] - ETA: 3:25 - loss: 688.0292 - logits_profile_predictions_loss: 629.3156 - logcount_predictions_loss: 1.4752 117/1602 [=>............................] - ETA: 3:25 - loss: 688.0391 - logits_profile_predictions_loss: 629.3240 - logcount_predictions_loss: 1.4753 118/1602 [=>............................] - ETA: 3:25 - loss: 688.0475 - logits_profile_predictions_loss: 629.3304 - logcount_predictions_loss: 1.4753 119/1602 [=>............................] - ETA: 3:25 - loss: 688.0554 - logits_profile_predictions_loss: 629.3355 - logcount_predictions_loss: 1.4754 120/1602 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[==>...........................] - ETA: 3:12 - loss: 687.0458 - logits_profile_predictions_loss: 628.4887 - logcount_predictions_loss: 1.4713 212/1602 [==>...........................] - ETA: 3:12 - loss: 687.0439 - logits_profile_predictions_loss: 628.4922 - logcount_predictions_loss: 1.4711 213/1602 [==>...........................] - ETA: 3:12 - loss: 687.0421 - logits_profile_predictions_loss: 628.4956 - logcount_predictions_loss: 1.4710 214/1602 [===>..........................] - ETA: 3:12 - loss: 687.0380 - logits_profile_predictions_loss: 628.4966 - logcount_predictions_loss: 1.4709 215/1602 [===>..........................] - ETA: 3:12 - loss: 687.0348 - logits_profile_predictions_loss: 628.4987 - logcount_predictions_loss: 1.4708 216/1602 [===>..........................] - ETA: 3:12 - loss: 687.0324 - logits_profile_predictions_loss: 628.5018 - logcount_predictions_loss: 1.4706 217/1602 [===>..........................] - ETA: 3:11 - loss: 687.0316 - logits_profile_predictions_loss: 628.5066 - logcount_predictions_loss: 1.4705 218/1602 [===>..........................] - ETA: 3:11 - loss: 687.0312 - logits_profile_predictions_loss: 628.5119 - logcount_predictions_loss: 1.4703 219/1602 [===>..........................] - ETA: 3:11 - loss: 687.0309 - logits_profile_predictions_loss: 628.5176 - logcount_predictions_loss: 1.4702 220/1602 [===>..........................] - ETA: 3:11 - loss: 687.0281 - logits_profile_predictions_loss: 628.5209 - logcount_predictions_loss: 1.4700 221/1602 [===>..........................] - ETA: 3:11 - loss: 687.0255 - logits_profile_predictions_loss: 628.5243 - logcount_predictions_loss: 1.4699 222/1602 [===>..........................] - ETA: 3:11 - loss: 687.0241 - logits_profile_predictions_loss: 628.5288 - logcount_predictions_loss: 1.4697 223/1602 [===>..........................] - ETA: 3:11 - loss: 687.0225 - logits_profile_predictions_loss: 628.5333 - logcount_predictions_loss: 1.4696 224/1602 [===>..........................] - ETA: 3:10 - loss: 687.0219 - logits_profile_predictions_loss: 628.5387 - logcount_predictions_loss: 1.4694 225/1602 [===>..........................] - ETA: 3:10 - loss: 687.0212 - logits_profile_predictions_loss: 628.5441 - logcount_predictions_loss: 1.4693 226/1602 [===>..........................] - ETA: 3:10 - loss: 687.0211 - logits_profile_predictions_loss: 628.5500 - logcount_predictions_loss: 1.4691 227/1602 [===>..........................] - ETA: 3:10 - loss: 687.0208 - logits_profile_predictions_loss: 628.5556 - logcount_predictions_loss: 1.4690 228/1602 [===>..........................] - ETA: 3:10 - loss: 687.0206 - logits_profile_predictions_loss: 628.5609 - logcount_predictions_loss: 1.4688 229/1602 [===>..........................] - ETA: 3:10 - loss: 687.0203 - logits_profile_predictions_loss: 628.5659 - logcount_predictions_loss: 1.4687 230/1602 [===>..........................] - ETA: 3:10 - loss: 687.0192 - logits_profile_predictions_loss: 628.5701 - logcount_predictions_loss: 1.4686 231/1602 [===>..........................] - ETA: 3:10 - loss: 687.0196 - logits_profile_predictions_loss: 628.5756 - logcount_predictions_loss: 1.4684 232/1602 [===>..........................] - ETA: 3:09 - loss: 687.0213 - logits_profile_predictions_loss: 628.5822 - logcount_predictions_loss: 1.4683 233/1602 [===>..........................] - ETA: 3:09 - loss: 687.0216 - logits_profile_predictions_loss: 628.5872 - logcount_predictions_loss: 1.4682 234/1602 [===>..........................] - ETA: 3:09 - loss: 687.0214 - logits_profile_predictions_loss: 628.5915 - logcount_predictions_loss: 1.4681 235/1602 [===>..........................] - ETA: 3:09 - loss: 687.0215 - logits_profile_predictions_loss: 628.5963 - logcount_predictions_loss: 1.4680 236/1602 [===>..........................] - ETA: 3:09 - loss: 687.0217 - logits_profile_predictions_loss: 628.6011 - logcount_predictions_loss: 1.4679 237/1602 [===>..........................] - ETA: 3:09 - loss: 687.0190 - logits_profile_predictions_loss: 628.6030 - logcount_predictions_loss: 1.4677 238/1602 [===>..........................] - ETA: 3:09 - loss: 687.0143 - logits_profile_predictions_loss: 628.6028 - logcount_predictions_loss: 1.4676 239/1602 [===>..........................] - ETA: 3:08 - loss: 687.0097 - logits_profile_predictions_loss: 628.6025 - logcount_predictions_loss: 1.4675 240/1602 [===>..........................] - ETA: 3:08 - loss: 687.0046 - logits_profile_predictions_loss: 628.6021 - logcount_predictions_loss: 1.4674 241/1602 [===>..........................] - ETA: 3:08 - loss: 686.9994 - logits_profile_predictions_loss: 628.6014 - logcount_predictions_loss: 1.4673 242/1602 [===>..........................] - ETA: 3:08 - loss: 686.9922 - logits_profile_predictions_loss: 628.5989 - logcount_predictions_loss: 1.4672 243/1602 [===>..........................] - ETA: 3:08 - loss: 686.9843 - logits_profile_predictions_loss: 628.5959 - logcount_predictions_loss: 1.4670 244/1602 [===>..........................] - ETA: 3:08 - loss: 686.9776 - logits_profile_predictions_loss: 628.5942 - logcount_predictions_loss: 1.4669 245/1602 [===>..........................] - ETA: 3:08 - loss: 686.9724 - logits_profile_predictions_loss: 628.5941 - logcount_predictions_loss: 1.4668 246/1602 [===>..........................] - ETA: 3:07 - loss: 686.9704 - logits_profile_predictions_loss: 628.5971 - logcount_predictions_loss: 1.4667 247/1602 [===>..........................] - ETA: 3:07 - loss: 686.9681 - logits_profile_predictions_loss: 628.5997 - logcount_predictions_loss: 1.4665 248/1602 [===>..........................] - ETA: 3:07 - loss: 686.9660 - logits_profile_predictions_loss: 628.6024 - logcount_predictions_loss: 1.4664 249/1602 [===>..........................] - ETA: 3:07 - loss: 686.9642 - logits_profile_predictions_loss: 628.6052 - logcount_predictions_loss: 1.4663 250/1602 [===>..........................] - ETA: 3:07 - loss: 686.9612 - logits_profile_predictions_loss: 628.6069 - logcount_predictions_loss: 1.4662 251/1602 [===>..........................] - ETA: 3:07 - loss: 686.9575 - logits_profile_predictions_loss: 628.6077 - logcount_predictions_loss: 1.4661 252/1602 [===>..........................] - ETA: 3:07 - loss: 686.9539 - logits_profile_predictions_loss: 628.6089 - logcount_predictions_loss: 1.4660 253/1602 [===>..........................] - ETA: 3:06 - loss: 686.9515 - logits_profile_predictions_loss: 628.6107 - logcount_predictions_loss: 1.4658 254/1602 [===>..........................] - ETA: 3:06 - loss: 686.9490 - logits_profile_predictions_loss: 628.6125 - logcount_predictions_loss: 1.4657 255/1602 [===>..........................] - ETA: 3:06 - loss: 686.9465 - logits_profile_predictions_loss: 628.6146 - logcount_predictions_loss: 1.4656 256/1602 [===>..........................] - ETA: 3:06 - loss: 686.9439 - logits_profile_predictions_loss: 628.6166 - logcount_predictions_loss: 1.4655 257/1602 [===>..........................] - ETA: 3:06 - loss: 686.9428 - logits_profile_predictions_loss: 628.6201 - logcount_predictions_loss: 1.4654 258/1602 [===>..........................] - ETA: 3:06 - loss: 686.9434 - logits_profile_predictions_loss: 628.6253 - logcount_predictions_loss: 1.4653 259/1602 [===>..........................] - ETA: 3:06 - loss: 686.9449 - logits_profile_predictions_loss: 628.6314 - logcount_predictions_loss: 1.4652 260/1602 [===>..........................] - ETA: 3:06 - loss: 686.9477 - logits_profile_predictions_loss: 628.6388 - logcount_predictions_loss: 1.4650 261/1602 [===>..........................] - ETA: 3:05 - loss: 686.9516 - logits_profile_predictions_loss: 628.6475 - logcount_predictions_loss: 1.4649 262/1602 [===>..........................] - ETA: 3:05 - loss: 686.9566 - logits_profile_predictions_loss: 628.6575 - logcount_predictions_loss: 1.4648 263/1602 [===>..........................] - ETA: 3:05 - loss: 686.9623 - logits_profile_predictions_loss: 628.6683 - logcount_predictions_loss: 1.4647 264/1602 [===>..........................] - ETA: 3:05 - loss: 686.9686 - logits_profile_predictions_loss: 628.6799 - logcount_predictions_loss: 1.4645 265/1602 [===>..........................] - ETA: 3:05 - loss: 686.9725 - logits_profile_predictions_loss: 628.6889 - logcount_predictions_loss: 1.4644 266/1602 [===>..........................] - ETA: 3:05 - loss: 686.9754 - logits_profile_predictions_loss: 628.6971 - logcount_predictions_loss: 1.4643 267/1602 [====>.........................] - ETA: 3:05 - loss: 686.9792 - logits_profile_predictions_loss: 628.7058 - logcount_predictions_loss: 1.4642 268/1602 [====>.........................] - ETA: 3:04 - loss: 686.9825 - logits_profile_predictions_loss: 628.7143 - logcount_predictions_loss: 1.4640 269/1602 [====>.........................] - ETA: 3:04 - loss: 686.9872 - 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[====>.........................] - ETA: 3:03 - loss: 687.0247 - logits_profile_predictions_loss: 628.7960 - logcount_predictions_loss: 1.4630 277/1602 [====>.........................] - ETA: 3:03 - loss: 687.0302 - logits_profile_predictions_loss: 628.8063 - logcount_predictions_loss: 1.4629 278/1602 [====>.........................] - ETA: 3:03 - loss: 687.0350 - logits_profile_predictions_loss: 628.8159 - logcount_predictions_loss: 1.4628 279/1602 [====>.........................] - ETA: 3:03 - loss: 687.0404 - logits_profile_predictions_loss: 628.8261 - logcount_predictions_loss: 1.4627 280/1602 [====>.........................] - ETA: 3:03 - loss: 687.0462 - logits_profile_predictions_loss: 628.8365 - logcount_predictions_loss: 1.4626 281/1602 [====>.........................] - ETA: 3:03 - loss: 687.0525 - logits_profile_predictions_loss: 628.8478 - logcount_predictions_loss: 1.4624 282/1602 [====>.........................] - ETA: 3:02 - loss: 687.0594 - logits_profile_predictions_loss: 628.8595 - logcount_predictions_loss: 1.4623 283/1602 [====>.........................] - ETA: 3:02 - loss: 687.0652 - logits_profile_predictions_loss: 628.8701 - logcount_predictions_loss: 1.4622 284/1602 [====>.........................] - ETA: 3:02 - loss: 687.0710 - logits_profile_predictions_loss: 628.8806 - logcount_predictions_loss: 1.4621 285/1602 [====>.........................] - ETA: 3:02 - loss: 687.0784 - logits_profile_predictions_loss: 628.8922 - logcount_predictions_loss: 1.4620 286/1602 [====>.........................] - ETA: 3:02 - loss: 687.0857 - logits_profile_predictions_loss: 628.9036 - logcount_predictions_loss: 1.4619 287/1602 [====>.........................] - ETA: 3:02 - loss: 687.0912 - logits_profile_predictions_loss: 628.9129 - logcount_predictions_loss: 1.4618 288/1602 [====>.........................] - ETA: 3:02 - loss: 687.0965 - logits_profile_predictions_loss: 628.9220 - logcount_predictions_loss: 1.4617 289/1602 [====>.........................] - ETA: 3:01 - loss: 687.1042 - logits_profile_predictions_loss: 628.9332 - logcount_predictions_loss: 1.4616 290/1602 [====>.........................] - ETA: 3:01 - loss: 687.1124 - logits_profile_predictions_loss: 628.9451 - logcount_predictions_loss: 1.4615 291/1602 [====>.........................] - ETA: 3:01 - loss: 687.1214 - logits_profile_predictions_loss: 628.9576 - logcount_predictions_loss: 1.4614 292/1602 [====>.........................] - ETA: 3:01 - loss: 687.1301 - logits_profile_predictions_loss: 628.9699 - logcount_predictions_loss: 1.4613 293/1602 [====>.........................] - ETA: 3:01 - loss: 687.1387 - logits_profile_predictions_loss: 628.9821 - logcount_predictions_loss: 1.4612 294/1602 [====>.........................] - ETA: 3:01 - loss: 687.1469 - logits_profile_predictions_loss: 628.9940 - logcount_predictions_loss: 1.4611 295/1602 [====>.........................] - ETA: 3:01 - loss: 687.1543 - logits_profile_predictions_loss: 629.0049 - logcount_predictions_loss: 1.4610 296/1602 [====>.........................] - ETA: 3:00 - loss: 687.1604 - logits_profile_predictions_loss: 629.0147 - logcount_predictions_loss: 1.4609 297/1602 [====>.........................] - ETA: 3:00 - loss: 687.1679 - logits_profile_predictions_loss: 629.0257 - logcount_predictions_loss: 1.4609 298/1602 [====>.........................] - ETA: 3:00 - loss: 687.1739 - logits_profile_predictions_loss: 629.0350 - logcount_predictions_loss: 1.4608 299/1602 [====>.........................] - ETA: 3:00 - loss: 687.1799 - logits_profile_predictions_loss: 629.0443 - logcount_predictions_loss: 1.4607 300/1602 [====>.........................] - ETA: 3:00 - loss: 687.1852 - logits_profile_predictions_loss: 629.0528 - logcount_predictions_loss: 1.4606 301/1602 [====>.........................] - ETA: 3:00 - loss: 687.1906 - logits_profile_predictions_loss: 629.0616 - logcount_predictions_loss: 1.4605 302/1602 [====>.........................] - ETA: 3:00 - loss: 687.1965 - logits_profile_predictions_loss: 629.0708 - logcount_predictions_loss: 1.4604 303/1602 [====>.........................] - ETA: 3:00 - loss: 687.2033 - logits_profile_predictions_loss: 629.0810 - logcount_predictions_loss: 1.4604 304/1602 [====>.........................] - ETA: 2:59 - loss: 687.2104 - logits_profile_predictions_loss: 629.0914 - logcount_predictions_loss: 1.4603 305/1602 [====>.........................] - ETA: 2:59 - loss: 687.2175 - logits_profile_predictions_loss: 629.1019 - logcount_predictions_loss: 1.4602 306/1602 [====>.........................] - ETA: 2:59 - loss: 687.2263 - logits_profile_predictions_loss: 629.1140 - logcount_predictions_loss: 1.4601 307/1602 [====>.........................] - ETA: 2:59 - loss: 687.2356 - logits_profile_predictions_loss: 629.1267 - logcount_predictions_loss: 1.4600 308/1602 [====>.........................] - ETA: 2:59 - loss: 687.2457 - logits_profile_predictions_loss: 629.1400 - logcount_predictions_loss: 1.4599 309/1602 [====>.........................] - ETA: 2:59 - loss: 687.2547 - logits_profile_predictions_loss: 629.1523 - logcount_predictions_loss: 1.4599 310/1602 [====>.........................] - ETA: 2:59 - loss: 687.2628 - logits_profile_predictions_loss: 629.1634 - logcount_predictions_loss: 1.4598 311/1602 [====>.........................] - ETA: 2:58 - loss: 687.2704 - logits_profile_predictions_loss: 629.1740 - logcount_predictions_loss: 1.4597 312/1602 [====>.........................] - ETA: 2:58 - loss: 687.2775 - logits_profile_predictions_loss: 629.1840 - logcount_predictions_loss: 1.4596 313/1602 [====>.........................] - ETA: 2:58 - loss: 687.2836 - logits_profile_predictions_loss: 629.1931 - logcount_predictions_loss: 1.4596 314/1602 [====>.........................] - ETA: 2:58 - loss: 687.2901 - logits_profile_predictions_loss: 629.2025 - logcount_predictions_loss: 1.4595 315/1602 [====>.........................] - ETA: 2:58 - loss: 687.2962 - logits_profile_predictions_loss: 629.2116 - logcount_predictions_loss: 1.4594 316/1602 [====>.........................] - ETA: 2:58 - loss: 687.3029 - logits_profile_predictions_loss: 629.2216 - logcount_predictions_loss: 1.4593 317/1602 [====>.........................] - ETA: 2:58 - loss: 687.3095 - logits_profile_predictions_loss: 629.2314 - logcount_predictions_loss: 1.4592 318/1602 [====>.........................] - ETA: 2:57 - loss: 687.3155 - logits_profile_predictions_loss: 629.2407 - logcount_predictions_loss: 1.4592 319/1602 [====>.........................] - ETA: 2:57 - loss: 687.3221 - logits_profile_predictions_loss: 629.2505 - logcount_predictions_loss: 1.4591 320/1602 [====>.........................] - ETA: 2:57 - loss: 687.3282 - logits_profile_predictions_loss: 629.2600 - logcount_predictions_loss: 1.4590 321/1602 [=====>........................] - ETA: 2:57 - loss: 687.3338 - logits_profile_predictions_loss: 629.2691 - logcount_predictions_loss: 1.4589 322/1602 [=====>........................] - ETA: 2:57 - loss: 687.3406 - logits_profile_predictions_loss: 629.2792 - logcount_predictions_loss: 1.4588 323/1602 [=====>........................] - ETA: 2:57 - loss: 687.3480 - logits_profile_predictions_loss: 629.2898 - logcount_predictions_loss: 1.4587 324/1602 [=====>........................] - ETA: 2:57 - loss: 687.3553 - logits_profile_predictions_loss: 629.3004 - logcount_predictions_loss: 1.4587 325/1602 [=====>........................] - ETA: 2:56 - loss: 687.3623 - logits_profile_predictions_loss: 629.3107 - logcount_predictions_loss: 1.4586 326/1602 [=====>........................] - ETA: 2:56 - loss: 687.3701 - logits_profile_predictions_loss: 629.3219 - logcount_predictions_loss: 1.4585 327/1602 [=====>........................] - ETA: 2:56 - loss: 687.3776 - logits_profile_predictions_loss: 629.3328 - logcount_predictions_loss: 1.4584 328/1602 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145ms/step - loss: 687.0223 - logits_profile_predictions_loss: 629.5963 - logcount_predictions_loss: 1.4429 - val_loss: 801.5715 - val_logits_profile_predictions_loss: 733.9502 - val_logcount_predictions_loss: 1.6990 Epoch 00010: val_loss improved from 802.80347 to 801.57153, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 11/50 1/1602 [..............................] - ETA: 4:15 - loss: 601.0086 - logits_profile_predictions_loss: 557.5734 - logcount_predictions_loss: 1.0913 2/1602 [..............................] - ETA: 3:49 - loss: 610.4306 - logits_profile_predictions_loss: 569.8312 - logcount_predictions_loss: 1.0201 3/1602 [..............................] - ETA: 3:45 - loss: 627.0613 - logits_profile_predictions_loss: 586.5989 - logcount_predictions_loss: 1.0166 4/1602 [..............................] - ETA: 3:43 - loss: 634.6934 - logits_profile_predictions_loss: 593.7043 - logcount_predictions_loss: 1.0299 5/1602 [..............................] - ETA: 3:43 - loss: 641.2068 - logits_profile_predictions_loss: 599.6858 - logcount_predictions_loss: 1.0432 6/1602 [..............................] - ETA: 3:42 - loss: 647.8592 - logits_profile_predictions_loss: 605.9978 - logcount_predictions_loss: 1.0518 7/1602 [..............................] - ETA: 3:42 - loss: 651.5472 - logits_profile_predictions_loss: 609.2734 - logcount_predictions_loss: 1.0622 8/1602 [..............................] - ETA: 3:41 - loss: 653.6643 - logits_profile_predictions_loss: 611.0868 - logcount_predictions_loss: 1.0698 9/1602 [..............................] - ETA: 3:41 - loss: 654.0359 - logits_profile_predictions_loss: 610.9734 - logcount_predictions_loss: 1.0820 10/1602 [..............................] - ETA: 3:41 - loss: 654.0547 - logits_profile_predictions_loss: 610.5709 - logcount_predictions_loss: 1.0926 11/1602 [..............................] - ETA: 3:41 - loss: 654.3228 - 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[..............................] - ETA: 3:39 - loss: 660.4887 - logits_profile_predictions_loss: 615.0856 - logcount_predictions_loss: 1.1408 19/1602 [..............................] - ETA: 3:39 - loss: 661.5676 - logits_profile_predictions_loss: 615.9685 - logcount_predictions_loss: 1.1457 20/1602 [..............................] - ETA: 3:39 - loss: 662.2315 - logits_profile_predictions_loss: 616.4409 - logcount_predictions_loss: 1.1505 21/1602 [..............................] - ETA: 3:39 - loss: 662.9936 - logits_profile_predictions_loss: 617.0526 - logcount_predictions_loss: 1.1543 22/1602 [..............................] - ETA: 3:39 - loss: 663.5175 - logits_profile_predictions_loss: 617.4353 - logcount_predictions_loss: 1.1578 23/1602 [..............................] - ETA: 3:38 - loss: 663.8877 - logits_profile_predictions_loss: 617.6790 - logcount_predictions_loss: 1.1610 24/1602 [..............................] - ETA: 3:38 - loss: 664.0240 - logits_profile_predictions_loss: 617.6494 - logcount_predictions_loss: 1.1652 25/1602 [..............................] - ETA: 3:38 - loss: 664.0843 - logits_profile_predictions_loss: 617.5731 - logcount_predictions_loss: 1.1686 26/1602 [..............................] - ETA: 3:38 - loss: 664.2271 - logits_profile_predictions_loss: 617.6097 - logcount_predictions_loss: 1.1713 27/1602 [..............................] - ETA: 3:38 - loss: 664.4281 - logits_profile_predictions_loss: 617.6822 - logcount_predictions_loss: 1.1745 28/1602 [..............................] - ETA: 3:38 - loss: 664.7053 - logits_profile_predictions_loss: 617.8469 - logcount_predictions_loss: 1.1773 29/1602 [..............................] - ETA: 3:38 - loss: 664.9700 - logits_profile_predictions_loss: 617.9933 - logcount_predictions_loss: 1.1803 30/1602 [..............................] - ETA: 3:37 - loss: 665.2887 - logits_profile_predictions_loss: 618.1700 - logcount_predictions_loss: 1.1839 31/1602 [..............................] - ETA: 3:37 - 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[..............................] - ETA: 3:34 - loss: 669.1531 - logits_profile_predictions_loss: 619.5518 - logcount_predictions_loss: 1.2463 52/1602 [..............................] - ETA: 3:34 - loss: 669.2882 - logits_profile_predictions_loss: 619.6143 - logcount_predictions_loss: 1.2481 53/1602 [..............................] - ETA: 3:34 - loss: 669.3899 - logits_profile_predictions_loss: 619.6364 - logcount_predictions_loss: 1.2501 54/1602 [>.............................] - ETA: 3:34 - loss: 669.4400 - logits_profile_predictions_loss: 619.6156 - logcount_predictions_loss: 1.2519 55/1602 [>.............................] - ETA: 3:34 - loss: 669.4710 - logits_profile_predictions_loss: 619.5783 - logcount_predictions_loss: 1.2536 56/1602 [>.............................] - ETA: 3:34 - loss: 669.4976 - logits_profile_predictions_loss: 619.5408 - logcount_predictions_loss: 1.2552 57/1602 [>.............................] - ETA: 3:33 - loss: 669.5037 - logits_profile_predictions_loss: 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[>.............................] - ETA: 3:30 - loss: 668.7874 - logits_profile_predictions_loss: 617.5763 - logcount_predictions_loss: 1.2867 85/1602 [>.............................] - ETA: 3:30 - loss: 668.7407 - logits_profile_predictions_loss: 617.5021 - logcount_predictions_loss: 1.2874 86/1602 [>.............................] - ETA: 3:29 - loss: 668.7078 - logits_profile_predictions_loss: 617.4422 - logcount_predictions_loss: 1.2881 87/1602 [>.............................] - ETA: 3:29 - loss: 668.6686 - logits_profile_predictions_loss: 617.3759 - logcount_predictions_loss: 1.2888 88/1602 [>.............................] - ETA: 3:29 - loss: 668.6351 - logits_profile_predictions_loss: 617.3169 - logcount_predictions_loss: 1.2894 89/1602 [>.............................] - ETA: 3:29 - loss: 668.6099 - logits_profile_predictions_loss: 617.2652 - logcount_predictions_loss: 1.2901 90/1602 [>.............................] - ETA: 3:29 - loss: 668.5809 - logits_profile_predictions_loss: 617.2072 - logcount_predictions_loss: 1.2908 91/1602 [>.............................] - ETA: 3:29 - loss: 668.5452 - logits_profile_predictions_loss: 617.1431 - logcount_predictions_loss: 1.2915 92/1602 [>.............................] - ETA: 3:29 - loss: 668.5254 - logits_profile_predictions_loss: 617.0962 - logcount_predictions_loss: 1.2922 93/1602 [>.............................] - ETA: 3:28 - loss: 668.4915 - logits_profile_predictions_loss: 617.0356 - logcount_predictions_loss: 1.2929 94/1602 [>.............................] - ETA: 3:28 - loss: 668.4726 - logits_profile_predictions_loss: 616.9884 - logcount_predictions_loss: 1.2936 95/1602 [>.............................] - ETA: 3:28 - loss: 668.4482 - logits_profile_predictions_loss: 616.9369 - logcount_predictions_loss: 1.2943 96/1602 [>.............................] - ETA: 3:28 - loss: 668.4268 - logits_profile_predictions_loss: 616.8873 - logcount_predictions_loss: 1.2950 97/1602 [>.............................] - ETA: 3:28 - 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104/1602 [>.............................] - ETA: 3:27 - loss: 668.2643 - logits_profile_predictions_loss: 616.5298 - logcount_predictions_loss: 1.2999 105/1602 [>.............................] - ETA: 3:27 - loss: 668.2603 - logits_profile_predictions_loss: 616.5014 - logcount_predictions_loss: 1.3005 106/1602 [>.............................] - ETA: 3:27 - loss: 668.2729 - logits_profile_predictions_loss: 616.4885 - logcount_predictions_loss: 1.3011 107/1602 [=>............................] - ETA: 3:26 - loss: 668.2834 - logits_profile_predictions_loss: 616.4739 - logcount_predictions_loss: 1.3017 108/1602 [=>............................] - ETA: 3:26 - loss: 668.2827 - logits_profile_predictions_loss: 616.4492 - logcount_predictions_loss: 1.3024 109/1602 [=>............................] - ETA: 3:26 - loss: 668.2913 - logits_profile_predictions_loss: 616.4330 - logcount_predictions_loss: 1.3030 110/1602 [=>............................] - ETA: 3:26 - loss: 668.2843 - logits_profile_predictions_loss: 616.4014 - logcount_predictions_loss: 1.3036 111/1602 [=>............................] - ETA: 3:26 - loss: 668.2784 - logits_profile_predictions_loss: 616.3702 - logcount_predictions_loss: 1.3042 112/1602 [=>............................] - ETA: 3:26 - loss: 668.2665 - logits_profile_predictions_loss: 616.3346 - logcount_predictions_loss: 1.3048 113/1602 [=>............................] - ETA: 3:26 - loss: 668.2576 - logits_profile_predictions_loss: 616.3023 - logcount_predictions_loss: 1.3054 114/1602 [=>............................] - ETA: 3:25 - loss: 668.2465 - logits_profile_predictions_loss: 616.2675 - logcount_predictions_loss: 1.3060 115/1602 [=>............................] - ETA: 3:25 - loss: 668.2291 - logits_profile_predictions_loss: 616.2266 - logcount_predictions_loss: 1.3066 116/1602 [=>............................] - ETA: 3:25 - loss: 668.2215 - logits_profile_predictions_loss: 616.1965 - logcount_predictions_loss: 1.3072 117/1602 [=>............................] - ETA: 3:25 - loss: 668.2137 - logits_profile_predictions_loss: 616.1649 - logcount_predictions_loss: 1.3078 118/1602 [=>............................] - ETA: 3:25 - loss: 668.2025 - logits_profile_predictions_loss: 616.1300 - logcount_predictions_loss: 1.3084 119/1602 [=>............................] - ETA: 3:25 - loss: 668.1970 - logits_profile_predictions_loss: 616.1017 - logcount_predictions_loss: 1.3089 120/1602 [=>............................] - ETA: 3:25 - loss: 668.1976 - logits_profile_predictions_loss: 616.0804 - logcount_predictions_loss: 1.3095 121/1602 [=>............................] - ETA: 3:24 - loss: 668.1975 - logits_profile_predictions_loss: 616.0589 - logcount_predictions_loss: 1.3100 122/1602 [=>............................] - ETA: 3:24 - loss: 668.1965 - logits_profile_predictions_loss: 616.0376 - logcount_predictions_loss: 1.3105 123/1602 [=>............................] - ETA: 3:24 - loss: 668.1941 - logits_profile_predictions_loss: 616.0134 - logcount_predictions_loss: 1.3111 124/1602 [=>............................] - ETA: 3:24 - loss: 668.1900 - logits_profile_predictions_loss: 615.9871 - logcount_predictions_loss: 1.3116 125/1602 [=>............................] - ETA: 3:24 - loss: 668.1824 - logits_profile_predictions_loss: 615.9585 - logcount_predictions_loss: 1.3122 126/1602 [=>............................] - ETA: 3:24 - loss: 668.1760 - logits_profile_predictions_loss: 615.9327 - logcount_predictions_loss: 1.3126 127/1602 [=>............................] - ETA: 3:24 - loss: 668.1708 - logits_profile_predictions_loss: 615.9082 - logcount_predictions_loss: 1.3131 128/1602 [=>............................] - ETA: 3:24 - loss: 668.1632 - logits_profile_predictions_loss: 615.8813 - logcount_predictions_loss: 1.3136 129/1602 [=>............................] - ETA: 3:23 - loss: 668.1481 - logits_profile_predictions_loss: 615.8480 - logcount_predictions_loss: 1.3141 130/1602 [=>............................] - ETA: 3:23 - loss: 668.1309 - logits_profile_predictions_loss: 615.8125 - logcount_predictions_loss: 1.3145 131/1602 [=>............................] - ETA: 3:23 - loss: 668.1118 - logits_profile_predictions_loss: 615.7741 - logcount_predictions_loss: 1.3150 132/1602 [=>............................] - ETA: 3:23 - loss: 668.0963 - logits_profile_predictions_loss: 615.7396 - logcount_predictions_loss: 1.3155 133/1602 [=>............................] - ETA: 3:23 - loss: 668.0826 - logits_profile_predictions_loss: 615.7070 - logcount_predictions_loss: 1.3160 134/1602 [=>............................] - ETA: 3:23 - loss: 668.0735 - logits_profile_predictions_loss: 615.6783 - logcount_predictions_loss: 1.3165 135/1602 [=>............................] - ETA: 3:23 - loss: 668.0619 - logits_profile_predictions_loss: 615.6486 - logcount_predictions_loss: 1.3169 136/1602 [=>............................] - ETA: 3:22 - loss: 668.0491 - 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[===>..........................] - ETA: 3:07 - loss: 667.1086 - logits_profile_predictions_loss: 613.6164 - logcount_predictions_loss: 1.3440 248/1602 [===>..........................] - ETA: 3:07 - loss: 667.1171 - logits_profile_predictions_loss: 613.6197 - logcount_predictions_loss: 1.3442 249/1602 [===>..........................] - ETA: 3:07 - loss: 667.1265 - logits_profile_predictions_loss: 613.6236 - logcount_predictions_loss: 1.3443 250/1602 [===>..........................] - ETA: 3:07 - loss: 667.1358 - logits_profile_predictions_loss: 613.6275 - logcount_predictions_loss: 1.3444 251/1602 [===>..........................] - ETA: 3:06 - loss: 667.1467 - logits_profile_predictions_loss: 613.6331 - logcount_predictions_loss: 1.3446 252/1602 [===>..........................] - ETA: 3:06 - loss: 667.1568 - logits_profile_predictions_loss: 613.6381 - logcount_predictions_loss: 1.3447 253/1602 [===>..........................] - ETA: 3:06 - loss: 667.1673 - 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[===>..........................] - ETA: 3:05 - loss: 667.2467 - logits_profile_predictions_loss: 613.6876 - logcount_predictions_loss: 1.3457 261/1602 [===>..........................] - ETA: 3:05 - loss: 667.2590 - logits_profile_predictions_loss: 613.6956 - logcount_predictions_loss: 1.3458 262/1602 [===>..........................] - ETA: 3:05 - loss: 667.2711 - logits_profile_predictions_loss: 613.7032 - logcount_predictions_loss: 1.3459 263/1602 [===>..........................] - ETA: 3:05 - loss: 667.2825 - logits_profile_predictions_loss: 613.7102 - logcount_predictions_loss: 1.3460 264/1602 [===>..........................] - ETA: 3:05 - loss: 667.2943 - logits_profile_predictions_loss: 613.7173 - logcount_predictions_loss: 1.3462 265/1602 [===>..........................] - ETA: 3:05 - loss: 667.3060 - logits_profile_predictions_loss: 613.7245 - logcount_predictions_loss: 1.3463 266/1602 [===>..........................] - ETA: 3:04 - loss: 667.3161 - logits_profile_predictions_loss: 613.7303 - logcount_predictions_loss: 1.3464 267/1602 [====>.........................] - ETA: 3:04 - loss: 667.3261 - logits_profile_predictions_loss: 613.7359 - logcount_predictions_loss: 1.3465 268/1602 [====>.........................] - ETA: 3:04 - loss: 667.3374 - logits_profile_predictions_loss: 613.7429 - logcount_predictions_loss: 1.3466 269/1602 [====>.........................] - ETA: 3:04 - loss: 667.3501 - logits_profile_predictions_loss: 613.7514 - logcount_predictions_loss: 1.3467 270/1602 [====>.........................] - ETA: 3:04 - loss: 667.3652 - logits_profile_predictions_loss: 613.7623 - logcount_predictions_loss: 1.3468 271/1602 [====>.........................] - ETA: 3:04 - loss: 667.3815 - logits_profile_predictions_loss: 613.7746 - logcount_predictions_loss: 1.3469 272/1602 [====>.........................] - ETA: 3:04 - loss: 667.3980 - logits_profile_predictions_loss: 613.7869 - logcount_predictions_loss: 1.3470 273/1602 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logits_profile_predictions_loss: 613.8662 - logcount_predictions_loss: 1.3477 280/1602 [====>.........................] - ETA: 3:02 - loss: 667.5220 - logits_profile_predictions_loss: 613.8781 - logcount_predictions_loss: 1.3478 281/1602 [====>.........................] - ETA: 3:02 - loss: 667.5377 - logits_profile_predictions_loss: 613.8899 - logcount_predictions_loss: 1.3479 282/1602 [====>.........................] - ETA: 3:02 - loss: 667.5542 - logits_profile_predictions_loss: 613.9024 - logcount_predictions_loss: 1.3480 283/1602 [====>.........................] - ETA: 3:02 - loss: 667.5701 - logits_profile_predictions_loss: 613.9146 - logcount_predictions_loss: 1.3481 284/1602 [====>.........................] - ETA: 3:02 - loss: 667.5859 - logits_profile_predictions_loss: 613.9267 - logcount_predictions_loss: 1.3482 285/1602 [====>.........................] - ETA: 3:02 - loss: 667.6004 - logits_profile_predictions_loss: 613.9376 - logcount_predictions_loss: 1.3483 286/1602 [====>.........................] - ETA: 3:02 - loss: 667.6135 - logits_profile_predictions_loss: 613.9473 - logcount_predictions_loss: 1.3484 287/1602 [====>.........................] - ETA: 3:01 - loss: 667.6260 - logits_profile_predictions_loss: 613.9564 - logcount_predictions_loss: 1.3485 288/1602 [====>.........................] - ETA: 3:01 - loss: 667.6397 - logits_profile_predictions_loss: 613.9666 - logcount_predictions_loss: 1.3486 289/1602 [====>.........................] - ETA: 3:01 - loss: 667.6538 - logits_profile_predictions_loss: 613.9775 - logcount_predictions_loss: 1.3487 290/1602 [====>.........................] - ETA: 3:01 - loss: 667.6680 - logits_profile_predictions_loss: 613.9885 - logcount_predictions_loss: 1.3487 291/1602 [====>.........................] - ETA: 3:01 - loss: 667.6817 - logits_profile_predictions_loss: 613.9991 - logcount_predictions_loss: 1.3488 292/1602 [====>.........................] - ETA: 3:01 - loss: 667.6947 - logits_profile_predictions_loss: 614.0091 - logcount_predictions_loss: 1.3489 293/1602 [====>.........................] - ETA: 3:01 - loss: 667.7073 - logits_profile_predictions_loss: 614.0188 - logcount_predictions_loss: 1.3490 294/1602 [====>.........................] - ETA: 3:00 - loss: 667.7213 - logits_profile_predictions_loss: 614.0299 - logcount_predictions_loss: 1.3490 295/1602 [====>.........................] - ETA: 3:00 - loss: 667.7355 - logits_profile_predictions_loss: 614.0410 - logcount_predictions_loss: 1.3491 296/1602 [====>.........................] - ETA: 3:00 - loss: 667.7496 - logits_profile_predictions_loss: 614.0522 - logcount_predictions_loss: 1.3492 297/1602 [====>.........................] - ETA: 3:00 - loss: 667.7653 - logits_profile_predictions_loss: 614.0649 - logcount_predictions_loss: 1.3493 298/1602 [====>.........................] - ETA: 3:00 - loss: 667.7815 - logits_profile_predictions_loss: 614.0782 - logcount_predictions_loss: 1.3493 299/1602 [====>.........................] - ETA: 3:00 - loss: 667.7968 - logits_profile_predictions_loss: 614.0907 - logcount_predictions_loss: 1.3494 300/1602 [====>.........................] - ETA: 3:00 - loss: 667.8125 - logits_profile_predictions_loss: 614.1036 - logcount_predictions_loss: 1.3495 301/1602 [====>.........................] - ETA: 3:00 - loss: 667.8270 - logits_profile_predictions_loss: 614.1152 - logcount_predictions_loss: 1.3495 302/1602 [====>.........................] - ETA: 2:59 - loss: 667.8394 - logits_profile_predictions_loss: 614.1248 - logcount_predictions_loss: 1.3496 303/1602 [====>.........................] - ETA: 2:59 - loss: 667.8527 - logits_profile_predictions_loss: 614.1353 - logcount_predictions_loss: 1.3497 304/1602 [====>.........................] - ETA: 2:59 - loss: 667.8666 - logits_profile_predictions_loss: 614.1466 - logcount_predictions_loss: 1.3497 305/1602 [====>.........................] - ETA: 2:59 - loss: 667.8808 - 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[====>.........................] - ETA: 2:58 - loss: 667.9935 - logits_profile_predictions_loss: 614.2564 - logcount_predictions_loss: 1.3502 313/1602 [====>.........................] - ETA: 2:58 - loss: 668.0098 - logits_profile_predictions_loss: 614.2710 - logcount_predictions_loss: 1.3502 314/1602 [====>.........................] - ETA: 2:58 - loss: 668.0257 - logits_profile_predictions_loss: 614.2851 - logcount_predictions_loss: 1.3503 315/1602 [====>.........................] - ETA: 2:58 - loss: 668.0417 - logits_profile_predictions_loss: 614.2994 - logcount_predictions_loss: 1.3503 316/1602 [====>.........................] - ETA: 2:57 - loss: 668.0566 - logits_profile_predictions_loss: 614.3127 - logcount_predictions_loss: 1.3504 317/1602 [====>.........................] - ETA: 2:57 - loss: 668.0704 - logits_profile_predictions_loss: 614.3249 - logcount_predictions_loss: 1.3504 318/1602 [====>.........................] - ETA: 2:57 - loss: 668.0857 - 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logits_profile_predictions_loss: 614.5189 - logcount_predictions_loss: 1.3507 332/1602 [=====>........................] - ETA: 2:55 - loss: 668.2919 - logits_profile_predictions_loss: 614.5312 - logcount_predictions_loss: 1.3508 333/1602 [=====>........................] - ETA: 2:55 - loss: 668.3050 - logits_profile_predictions_loss: 614.5431 - logcount_predictions_loss: 1.3508 334/1602 [=====>........................] - ETA: 2:55 - loss: 668.3177 - logits_profile_predictions_loss: 614.5549 - logcount_predictions_loss: 1.3508 335/1602 [=====>........................] - ETA: 2:55 - loss: 668.3309 - logits_profile_predictions_loss: 614.5672 - logcount_predictions_loss: 1.3508 336/1602 [=====>........................] - ETA: 2:55 - loss: 668.3446 - logits_profile_predictions_loss: 614.5800 - logcount_predictions_loss: 1.3509 337/1602 [=====>........................] - ETA: 2:55 - loss: 668.3582 - logits_profile_predictions_loss: 614.5927 - logcount_predictions_loss: 1.3509 338/1602 [=====>........................] - ETA: 2:54 - loss: 668.3719 - logits_profile_predictions_loss: 614.6054 - logcount_predictions_loss: 1.3509 339/1602 [=====>........................] - ETA: 2:54 - loss: 668.3858 - logits_profile_predictions_loss: 614.6182 - logcount_predictions_loss: 1.3509 340/1602 [=====>........................] - ETA: 2:54 - loss: 668.3999 - logits_profile_predictions_loss: 614.6313 - logcount_predictions_loss: 1.3510 341/1602 [=====>........................] - ETA: 2:54 - loss: 668.4152 - logits_profile_predictions_loss: 614.6456 - logcount_predictions_loss: 1.3510 342/1602 [=====>........................] - ETA: 2:54 - loss: 668.4315 - logits_profile_predictions_loss: 614.6609 - logcount_predictions_loss: 1.3510 343/1602 [=====>........................] - ETA: 2:54 - loss: 668.4468 - logits_profile_predictions_loss: 614.6751 - logcount_predictions_loss: 1.3510 344/1602 [=====>........................] - ETA: 2:54 - loss: 668.4619 - 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[=====>........................] - ETA: 2:53 - loss: 668.5760 - logits_profile_predictions_loss: 614.7959 - logcount_predictions_loss: 1.3513 352/1602 [=====>........................] - ETA: 2:52 - loss: 668.5936 - logits_profile_predictions_loss: 614.8125 - logcount_predictions_loss: 1.3513 353/1602 [=====>........................] - ETA: 2:52 - loss: 668.6104 - logits_profile_predictions_loss: 614.8284 - logcount_predictions_loss: 1.3513 354/1602 [=====>........................] - ETA: 2:52 - loss: 668.6266 - logits_profile_predictions_loss: 614.8436 - logcount_predictions_loss: 1.3513 355/1602 [=====>........................] - ETA: 2:52 - loss: 668.6427 - logits_profile_predictions_loss: 614.8587 - logcount_predictions_loss: 1.3514 356/1602 [=====>........................] - ETA: 2:52 - loss: 668.6592 - logits_profile_predictions_loss: 614.8743 - logcount_predictions_loss: 1.3514 357/1602 [=====>........................] - ETA: 2:52 - loss: 668.6754 - 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[============================>.] - ETA: 0s - loss: 674.0978 - logits_profile_predictions_loss: 619.8108 - logcount_predictions_loss: 1.3640 1601/1602 [============================>.] - ETA: 0s - loss: 674.0985 - logits_profile_predictions_loss: 619.8114 - logcount_predictions_loss: 1.3640 1602/1602 [==============================] - ETA: 0s - loss: 674.0991 - logits_profile_predictions_loss: 619.8120 - logcount_predictions_loss: 1.3640 1602/1602 [==============================] - 232s 145ms/step - loss: 674.0997 - logits_profile_predictions_loss: 619.8126 - logcount_predictions_loss: 1.3640 - val_loss: 790.7352 - val_logits_profile_predictions_loss: 725.9885 - val_logcount_predictions_loss: 1.6268 Epoch 00011: val_loss improved from 801.57153 to 790.73523, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 12/50 1/1602 [..............................] - ETA: 4:24 - loss: 557.2616 - 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145ms/step - loss: 666.5885 - logits_profile_predictions_loss: 614.4867 - logcount_predictions_loss: 1.3091 - val_loss: 799.3917 - val_logits_profile_predictions_loss: 729.3331 - val_logcount_predictions_loss: 1.7603 Epoch 00012: val_loss did not improve from 790.73523 Epoch 13/50 1/1602 [..............................] - ETA: 4:16 - loss: 642.1203 - logits_profile_predictions_loss: 594.2538 - logcount_predictions_loss: 1.2027 2/1602 [..............................] - ETA: 3:40 - loss: 624.9086 - logits_profile_predictions_loss: 580.2274 - logcount_predictions_loss: 1.1226 3/1602 [..............................] - ETA: 3:41 - loss: 616.0999 - logits_profile_predictions_loss: 572.1226 - logcount_predictions_loss: 1.1050 4/1602 [..............................] - ETA: 3:41 - loss: 612.5963 - logits_profile_predictions_loss: 569.5557 - logcount_predictions_loss: 1.0814 5/1602 [..............................] - ETA: 3:41 - loss: 612.9748 - logits_profile_predictions_loss: 570.3619 - logcount_predictions_loss: 1.0707 6/1602 [..............................] - ETA: 3:41 - loss: 612.5162 - logits_profile_predictions_loss: 569.8296 - logcount_predictions_loss: 1.0725 7/1602 [..............................] - ETA: 3:40 - loss: 614.3042 - logits_profile_predictions_loss: 571.8517 - logcount_predictions_loss: 1.0666 8/1602 [..............................] - ETA: 3:40 - loss: 618.3157 - logits_profile_predictions_loss: 576.0785 - logcount_predictions_loss: 1.0612 9/1602 [..............................] - ETA: 3:40 - loss: 620.9547 - logits_profile_predictions_loss: 578.8758 - logcount_predictions_loss: 1.0573 10/1602 [..............................] - ETA: 3:40 - loss: 623.6319 - logits_profile_predictions_loss: 581.6282 - logcount_predictions_loss: 1.0554 11/1602 [..............................] - ETA: 3:40 - loss: 626.9175 - logits_profile_predictions_loss: 584.9929 - logcount_predictions_loss: 1.0534 12/1602 [..............................] - ETA: 3:40 - loss: 629.6501 - logits_profile_predictions_loss: 587.6462 - logcount_predictions_loss: 1.0554 13/1602 [..............................] - ETA: 3:40 - loss: 631.8014 - logits_profile_predictions_loss: 589.7740 - logcount_predictions_loss: 1.0560 14/1602 [..............................] - ETA: 3:39 - loss: 633.1410 - logits_profile_predictions_loss: 591.0547 - logcount_predictions_loss: 1.0574 15/1602 [..............................] - ETA: 3:39 - loss: 633.6416 - logits_profile_predictions_loss: 591.5148 - logcount_predictions_loss: 1.0585 16/1602 [..............................] - ETA: 3:39 - loss: 633.7310 - logits_profile_predictions_loss: 591.6011 - logcount_predictions_loss: 1.0585 17/1602 [..............................] - ETA: 3:39 - loss: 634.1994 - logits_profile_predictions_loss: 592.0757 - logcount_predictions_loss: 1.0584 18/1602 [..............................] - ETA: 3:39 - loss: 634.8967 - logits_profile_predictions_loss: 592.8002 - logcount_predictions_loss: 1.0577 19/1602 [..............................] - ETA: 3:39 - loss: 635.7441 - logits_profile_predictions_loss: 593.6630 - logcount_predictions_loss: 1.0573 20/1602 [..............................] - ETA: 3:38 - loss: 636.8622 - logits_profile_predictions_loss: 594.8119 - logcount_predictions_loss: 1.0565 21/1602 [..............................] - ETA: 3:38 - loss: 637.9739 - logits_profile_predictions_loss: 595.9599 - logcount_predictions_loss: 1.0556 22/1602 [..............................] - ETA: 3:38 - loss: 638.8988 - logits_profile_predictions_loss: 596.9123 - logcount_predictions_loss: 1.0549 23/1602 [..............................] - ETA: 3:38 - loss: 639.8640 - logits_profile_predictions_loss: 597.8888 - logcount_predictions_loss: 1.0547 24/1602 [..............................] - ETA: 3:38 - loss: 640.6907 - logits_profile_predictions_loss: 598.7005 - logcount_predictions_loss: 1.0550 25/1602 [..............................] - ETA: 3:38 - loss: 641.5292 - logits_profile_predictions_loss: 599.5293 - logcount_predictions_loss: 1.0553 26/1602 [..............................] - ETA: 3:38 - loss: 642.3090 - logits_profile_predictions_loss: 600.2979 - logcount_predictions_loss: 1.0556 27/1602 [..............................] - ETA: 3:38 - loss: 643.2018 - logits_profile_predictions_loss: 601.1917 - logcount_predictions_loss: 1.0555 28/1602 [..............................] - ETA: 3:37 - loss: 644.1621 - logits_profile_predictions_loss: 602.1472 - logcount_predictions_loss: 1.0557 29/1602 [..............................] - ETA: 3:37 - loss: 645.1547 - logits_profile_predictions_loss: 603.1274 - logcount_predictions_loss: 1.0560 30/1602 [..............................] - ETA: 3:37 - loss: 646.1432 - logits_profile_predictions_loss: 604.0232 - logcount_predictions_loss: 1.0583 31/1602 [..............................] - ETA: 3:37 - loss: 647.0080 - logits_profile_predictions_loss: 604.7825 - logcount_predictions_loss: 1.0609 32/1602 [..............................] - ETA: 3:37 - loss: 647.7560 - logits_profile_predictions_loss: 605.4109 - logcount_predictions_loss: 1.0639 33/1602 [..............................] - ETA: 3:37 - loss: 648.4533 - logits_profile_predictions_loss: 605.9846 - logcount_predictions_loss: 1.0671 34/1602 [..............................] - ETA: 3:37 - loss: 648.9708 - logits_profile_predictions_loss: 606.3739 - logcount_predictions_loss: 1.0703 35/1602 [..............................] - ETA: 3:36 - loss: 649.4698 - logits_profile_predictions_loss: 606.7467 - logcount_predictions_loss: 1.0734 36/1602 [..............................] - ETA: 3:36 - loss: 649.9497 - logits_profile_predictions_loss: 607.1101 - logcount_predictions_loss: 1.0764 37/1602 [..............................] - ETA: 3:36 - loss: 650.3818 - logits_profile_predictions_loss: 607.4379 - logcount_predictions_loss: 1.0790 38/1602 [..............................] - ETA: 3:36 - loss: 650.8242 - logits_profile_predictions_loss: 607.7845 - logcount_predictions_loss: 1.0814 39/1602 [..............................] - ETA: 3:36 - loss: 651.2608 - logits_profile_predictions_loss: 608.1325 - logcount_predictions_loss: 1.0836 40/1602 [..............................] - ETA: 3:36 - loss: 651.5842 - logits_profile_predictions_loss: 608.3717 - logcount_predictions_loss: 1.0857 41/1602 [..............................] - ETA: 3:36 - loss: 651.9386 - logits_profile_predictions_loss: 608.6412 - logcount_predictions_loss: 1.0879 42/1602 [..............................] - ETA: 3:35 - loss: 652.3283 - logits_profile_predictions_loss: 608.9483 - logcount_predictions_loss: 1.0899 43/1602 [..............................] - ETA: 3:35 - loss: 652.6588 - logits_profile_predictions_loss: 609.1989 - logcount_predictions_loss: 1.0920 44/1602 [..............................] - ETA: 3:35 - loss: 652.9842 - logits_profile_predictions_loss: 609.4491 - logcount_predictions_loss: 1.0938 45/1602 [..............................] - ETA: 3:35 - loss: 653.2751 - logits_profile_predictions_loss: 609.6716 - logcount_predictions_loss: 1.0956 46/1602 [..............................] - ETA: 3:35 - loss: 653.5460 - logits_profile_predictions_loss: 609.8720 - logcount_predictions_loss: 1.0973 47/1602 [..............................] - ETA: 3:35 - loss: 653.8241 - logits_profile_predictions_loss: 610.0840 - logcount_predictions_loss: 1.0990 48/1602 [..............................] - ETA: 3:35 - loss: 654.1201 - logits_profile_predictions_loss: 610.3213 - logcount_predictions_loss: 1.1005 49/1602 [..............................] - ETA: 3:34 - loss: 654.3958 - logits_profile_predictions_loss: 610.5450 - logcount_predictions_loss: 1.1018 50/1602 [..............................] - ETA: 3:34 - loss: 654.6104 - logits_profile_predictions_loss: 610.7072 - logcount_predictions_loss: 1.1031 51/1602 [..............................] - ETA: 3:34 - loss: 654.8104 - logits_profile_predictions_loss: 610.8553 - logcount_predictions_loss: 1.1044 52/1602 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logits_profile_predictions_loss: 614.6241 - logcount_predictions_loss: 1.1691 203/1602 [==>...........................] - ETA: 3:13 - loss: 661.1399 - logits_profile_predictions_loss: 614.6026 - logcount_predictions_loss: 1.1693 204/1602 [==>...........................] - ETA: 3:13 - loss: 661.1289 - logits_profile_predictions_loss: 614.5828 - logcount_predictions_loss: 1.1695 205/1602 [==>...........................] - ETA: 3:13 - loss: 661.1157 - logits_profile_predictions_loss: 614.5606 - logcount_predictions_loss: 1.1697 206/1602 [==>...........................] - ETA: 3:13 - loss: 661.1049 - logits_profile_predictions_loss: 614.5407 - logcount_predictions_loss: 1.1700 207/1602 [==>...........................] - ETA: 3:13 - loss: 661.0909 - logits_profile_predictions_loss: 614.5176 - logcount_predictions_loss: 1.1702 208/1602 [==>...........................] - ETA: 3:12 - loss: 661.0786 - logits_profile_predictions_loss: 614.4965 - logcount_predictions_loss: 1.1704 209/1602 [==>...........................] - ETA: 3:12 - loss: 661.0661 - logits_profile_predictions_loss: 614.4748 - logcount_predictions_loss: 1.1706 210/1602 [==>...........................] - ETA: 3:12 - loss: 661.0533 - logits_profile_predictions_loss: 614.4532 - logcount_predictions_loss: 1.1709 211/1602 [==>...........................] - ETA: 3:12 - loss: 661.0425 - logits_profile_predictions_loss: 614.4337 - logcount_predictions_loss: 1.1711 212/1602 [==>...........................] - ETA: 3:12 - loss: 661.0319 - logits_profile_predictions_loss: 614.4146 - logcount_predictions_loss: 1.1713 213/1602 [==>...........................] - ETA: 3:12 - loss: 661.0209 - logits_profile_predictions_loss: 614.3954 - logcount_predictions_loss: 1.1715 214/1602 [===>..........................] - ETA: 3:12 - loss: 661.0112 - logits_profile_predictions_loss: 614.3777 - logcount_predictions_loss: 1.1717 215/1602 [===>..........................] - ETA: 3:11 - loss: 661.0010 - logits_profile_predictions_loss: 614.3599 - logcount_predictions_loss: 1.1719 216/1602 [===>..........................] - ETA: 3:11 - loss: 660.9890 - logits_profile_predictions_loss: 614.3403 - logcount_predictions_loss: 1.1721 217/1602 [===>..........................] - ETA: 3:11 - loss: 660.9747 - logits_profile_predictions_loss: 614.3185 - logcount_predictions_loss: 1.1723 218/1602 [===>..........................] - ETA: 3:11 - loss: 660.9610 - logits_profile_predictions_loss: 614.2974 - logcount_predictions_loss: 1.1725 219/1602 [===>..........................] - ETA: 3:11 - loss: 660.9476 - logits_profile_predictions_loss: 614.2762 - logcount_predictions_loss: 1.1726 220/1602 [===>..........................] - ETA: 3:11 - loss: 660.9389 - logits_profile_predictions_loss: 614.2599 - logcount_predictions_loss: 1.1728 221/1602 [===>..........................] - ETA: 3:11 - loss: 660.9310 - logits_profile_predictions_loss: 614.2439 - logcount_predictions_loss: 1.1730 222/1602 [===>..........................] - ETA: 3:10 - loss: 660.9213 - logits_profile_predictions_loss: 614.2263 - logcount_predictions_loss: 1.1732 223/1602 [===>..........................] - ETA: 3:10 - loss: 660.9104 - logits_profile_predictions_loss: 614.2079 - logcount_predictions_loss: 1.1734 224/1602 [===>..........................] - ETA: 3:10 - loss: 660.8993 - logits_profile_predictions_loss: 614.1893 - logcount_predictions_loss: 1.1736 225/1602 [===>..........................] - ETA: 3:10 - loss: 660.8889 - logits_profile_predictions_loss: 614.1714 - logcount_predictions_loss: 1.1738 226/1602 [===>..........................] - ETA: 3:10 - loss: 660.8780 - logits_profile_predictions_loss: 614.1532 - logcount_predictions_loss: 1.1740 227/1602 [===>..........................] - ETA: 3:10 - loss: 660.8688 - logits_profile_predictions_loss: 614.1368 - logcount_predictions_loss: 1.1742 228/1602 [===>..........................] - ETA: 3:10 - loss: 660.8594 - logits_profile_predictions_loss: 614.1200 - logcount_predictions_loss: 1.1744 229/1602 [===>..........................] - ETA: 3:09 - loss: 660.8495 - logits_profile_predictions_loss: 614.1022 - logcount_predictions_loss: 1.1746 230/1602 [===>..........................] - ETA: 3:09 - loss: 660.8395 - logits_profile_predictions_loss: 614.0840 - logcount_predictions_loss: 1.1748 231/1602 [===>..........................] - ETA: 3:09 - loss: 660.8302 - logits_profile_predictions_loss: 614.0666 - logcount_predictions_loss: 1.1750 232/1602 [===>..........................] - ETA: 3:09 - loss: 660.8211 - logits_profile_predictions_loss: 614.0494 - logcount_predictions_loss: 1.1752 233/1602 [===>..........................] - ETA: 3:09 - loss: 660.8109 - logits_profile_predictions_loss: 614.0313 - logcount_predictions_loss: 1.1754 234/1602 [===>..........................] - ETA: 3:09 - loss: 660.8010 - logits_profile_predictions_loss: 614.0135 - logcount_predictions_loss: 1.1756 235/1602 [===>..........................] - ETA: 3:09 - loss: 660.7897 - logits_profile_predictions_loss: 613.9944 - logcount_predictions_loss: 1.1758 236/1602 [===>..........................] - ETA: 3:08 - loss: 660.7799 - logits_profile_predictions_loss: 613.9768 - logcount_predictions_loss: 1.1760 237/1602 [===>..........................] - ETA: 3:08 - loss: 660.7698 - logits_profile_predictions_loss: 613.9589 - logcount_predictions_loss: 1.1762 238/1602 [===>..........................] - ETA: 3:08 - loss: 660.7585 - logits_profile_predictions_loss: 613.9399 - logcount_predictions_loss: 1.1763 239/1602 [===>..........................] - ETA: 3:08 - loss: 660.7477 - logits_profile_predictions_loss: 613.9217 - logcount_predictions_loss: 1.1765 240/1602 [===>..........................] - ETA: 3:08 - loss: 660.7388 - logits_profile_predictions_loss: 613.9056 - logcount_predictions_loss: 1.1767 241/1602 [===>..........................] - ETA: 3:08 - loss: 660.7288 - logits_profile_predictions_loss: 613.8887 - logcount_predictions_loss: 1.1769 242/1602 [===>..........................] - ETA: 3:08 - loss: 660.7164 - logits_profile_predictions_loss: 613.8694 - logcount_predictions_loss: 1.1771 243/1602 [===>..........................] - ETA: 3:08 - loss: 660.7038 - logits_profile_predictions_loss: 613.8502 - logcount_predictions_loss: 1.1772 244/1602 [===>..........................] - ETA: 3:07 - loss: 660.6917 - logits_profile_predictions_loss: 613.8317 - logcount_predictions_loss: 1.1774 245/1602 [===>..........................] - ETA: 3:07 - loss: 660.6791 - logits_profile_predictions_loss: 613.8126 - logcount_predictions_loss: 1.1776 246/1602 [===>..........................] - ETA: 3:07 - loss: 660.6672 - logits_profile_predictions_loss: 613.7944 - logcount_predictions_loss: 1.1777 247/1602 [===>..........................] - ETA: 3:07 - loss: 660.6566 - logits_profile_predictions_loss: 613.7777 - logcount_predictions_loss: 1.1779 248/1602 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logits_profile_predictions_loss: 613.6632 - logcount_predictions_loss: 1.1789 255/1602 [===>..........................] - ETA: 3:06 - loss: 660.5703 - logits_profile_predictions_loss: 613.6435 - logcount_predictions_loss: 1.1791 256/1602 [===>..........................] - ETA: 3:06 - loss: 660.5571 - logits_profile_predictions_loss: 613.6245 - logcount_predictions_loss: 1.1792 257/1602 [===>..........................] - ETA: 3:06 - loss: 660.5437 - logits_profile_predictions_loss: 613.6054 - logcount_predictions_loss: 1.1794 258/1602 [===>..........................] - ETA: 3:05 - loss: 660.5301 - logits_profile_predictions_loss: 613.5857 - logcount_predictions_loss: 1.1795 259/1602 [===>..........................] - ETA: 3:05 - loss: 660.5164 - logits_profile_predictions_loss: 613.5659 - logcount_predictions_loss: 1.1797 260/1602 [===>..........................] - ETA: 3:05 - loss: 660.5032 - logits_profile_predictions_loss: 613.5467 - logcount_predictions_loss: 1.1798 261/1602 [===>..........................] - ETA: 3:05 - loss: 660.4893 - logits_profile_predictions_loss: 613.5267 - logcount_predictions_loss: 1.1800 262/1602 [===>..........................] - ETA: 3:05 - loss: 660.4749 - logits_profile_predictions_loss: 613.5064 - logcount_predictions_loss: 1.1801 263/1602 [===>..........................] - ETA: 3:05 - loss: 660.4611 - logits_profile_predictions_loss: 613.4867 - logcount_predictions_loss: 1.1803 264/1602 [===>..........................] - ETA: 3:05 - loss: 660.4471 - logits_profile_predictions_loss: 613.4666 - logcount_predictions_loss: 1.1804 265/1602 [===>..........................] - ETA: 3:04 - loss: 660.4335 - logits_profile_predictions_loss: 613.4468 - logcount_predictions_loss: 1.1806 266/1602 [===>..........................] - ETA: 3:04 - loss: 660.4208 - logits_profile_predictions_loss: 613.4278 - logcount_predictions_loss: 1.1807 267/1602 [====>.........................] - ETA: 3:04 - loss: 660.4079 - logits_profile_predictions_loss: 613.4088 - logcount_predictions_loss: 1.1809 268/1602 [====>.........................] - ETA: 3:04 - loss: 660.3954 - logits_profile_predictions_loss: 613.3903 - logcount_predictions_loss: 1.1810 269/1602 [====>.........................] - ETA: 3:04 - loss: 660.3838 - logits_profile_predictions_loss: 613.3725 - logcount_predictions_loss: 1.1812 270/1602 [====>.........................] - ETA: 3:04 - loss: 660.3717 - logits_profile_predictions_loss: 613.3543 - logcount_predictions_loss: 1.1813 271/1602 [====>.........................] - ETA: 3:04 - loss: 660.3593 - logits_profile_predictions_loss: 613.3358 - logcount_predictions_loss: 1.1815 272/1602 [====>.........................] - ETA: 3:03 - loss: 660.3482 - logits_profile_predictions_loss: 613.3186 - logcount_predictions_loss: 1.1817 273/1602 [====>.........................] - ETA: 3:03 - loss: 660.3367 - logits_profile_predictions_loss: 613.3010 - logcount_predictions_loss: 1.1818 274/1602 [====>.........................] - ETA: 3:03 - loss: 660.3239 - logits_profile_predictions_loss: 613.2822 - logcount_predictions_loss: 1.1820 275/1602 [====>.........................] - ETA: 3:03 - loss: 660.3112 - logits_profile_predictions_loss: 613.2634 - logcount_predictions_loss: 1.1821 276/1602 [====>.........................] - ETA: 3:03 - loss: 660.2992 - logits_profile_predictions_loss: 613.2454 - logcount_predictions_loss: 1.1823 277/1602 [====>.........................] - ETA: 3:03 - loss: 660.2874 - logits_profile_predictions_loss: 613.2275 - logcount_predictions_loss: 1.1824 278/1602 [====>.........................] - ETA: 3:03 - loss: 660.2765 - logits_profile_predictions_loss: 613.2105 - logcount_predictions_loss: 1.1826 279/1602 [====>.........................] - ETA: 3:03 - loss: 660.2650 - logits_profile_predictions_loss: 613.1929 - logcount_predictions_loss: 1.1827 280/1602 [====>.........................] - ETA: 3:02 - loss: 660.2563 - logits_profile_predictions_loss: 613.1784 - logcount_predictions_loss: 1.1829 281/1602 [====>.........................] - ETA: 3:02 - loss: 660.2481 - logits_profile_predictions_loss: 613.1647 - logcount_predictions_loss: 1.1830 282/1602 [====>.........................] - ETA: 3:02 - loss: 660.2405 - logits_profile_predictions_loss: 613.1516 - logcount_predictions_loss: 1.1831 283/1602 [====>.........................] - ETA: 3:02 - loss: 660.2331 - logits_profile_predictions_loss: 613.1388 - logcount_predictions_loss: 1.1833 284/1602 [====>.........................] - ETA: 3:02 - loss: 660.2245 - logits_profile_predictions_loss: 613.1248 - logcount_predictions_loss: 1.1834 285/1602 [====>.........................] - ETA: 3:02 - loss: 660.2163 - logits_profile_predictions_loss: 613.1113 - logcount_predictions_loss: 1.1835 286/1602 [====>.........................] - ETA: 3:02 - loss: 660.2091 - logits_profile_predictions_loss: 613.0988 - logcount_predictions_loss: 1.1837 287/1602 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logits_profile_predictions_loss: 613.0049 - logcount_predictions_loss: 1.1846 294/1602 [====>.........................] - ETA: 3:00 - loss: 660.1439 - logits_profile_predictions_loss: 612.9908 - logcount_predictions_loss: 1.1848 295/1602 [====>.........................] - ETA: 3:00 - loss: 660.1354 - logits_profile_predictions_loss: 612.9771 - logcount_predictions_loss: 1.1849 296/1602 [====>.........................] - ETA: 3:00 - loss: 660.1268 - logits_profile_predictions_loss: 612.9634 - logcount_predictions_loss: 1.1850 297/1602 [====>.........................] - ETA: 3:00 - loss: 660.1174 - logits_profile_predictions_loss: 612.9488 - logcount_predictions_loss: 1.1851 298/1602 [====>.........................] - ETA: 3:00 - loss: 660.1086 - logits_profile_predictions_loss: 612.9347 - logcount_predictions_loss: 1.1853 299/1602 [====>.........................] - ETA: 3:00 - loss: 660.1002 - logits_profile_predictions_loss: 612.9212 - logcount_predictions_loss: 1.1854 300/1602 [====>.........................] - ETA: 3:00 - loss: 660.0920 - logits_profile_predictions_loss: 612.9082 - logcount_predictions_loss: 1.1855 301/1602 [====>.........................] - ETA: 2:59 - loss: 660.0840 - logits_profile_predictions_loss: 612.8950 - logcount_predictions_loss: 1.1857 302/1602 [====>.........................] - ETA: 2:59 - loss: 660.0764 - logits_profile_predictions_loss: 612.8824 - logcount_predictions_loss: 1.1858 303/1602 [====>.........................] - ETA: 2:59 - loss: 660.0690 - logits_profile_predictions_loss: 612.8700 - logcount_predictions_loss: 1.1859 304/1602 [====>.........................] - ETA: 2:59 - loss: 660.0614 - logits_profile_predictions_loss: 612.8574 - logcount_predictions_loss: 1.1860 305/1602 [====>.........................] - ETA: 2:59 - loss: 660.0534 - logits_profile_predictions_loss: 612.8445 - logcount_predictions_loss: 1.1862 306/1602 [====>.........................] - ETA: 2:59 - loss: 660.0462 - logits_profile_predictions_loss: 612.8326 - logcount_predictions_loss: 1.1863 307/1602 [====>.........................] - ETA: 2:59 - loss: 660.0390 - logits_profile_predictions_loss: 612.8208 - logcount_predictions_loss: 1.1864 308/1602 [====>.........................] - ETA: 2:59 - loss: 660.0318 - logits_profile_predictions_loss: 612.8090 - logcount_predictions_loss: 1.1865 309/1602 [====>.........................] - ETA: 2:58 - loss: 660.0259 - logits_profile_predictions_loss: 612.7987 - logcount_predictions_loss: 1.1866 310/1602 [====>.........................] - ETA: 2:58 - loss: 660.0200 - logits_profile_predictions_loss: 612.7884 - logcount_predictions_loss: 1.1867 311/1602 [====>.........................] - ETA: 2:58 - loss: 660.0155 - logits_profile_predictions_loss: 612.7793 - logcount_predictions_loss: 1.1868 312/1602 [====>.........................] - ETA: 2:58 - loss: 660.0102 - logits_profile_predictions_loss: 612.7693 - logcount_predictions_loss: 1.1870 313/1602 [====>.........................] - ETA: 2:58 - loss: 660.0048 - logits_profile_predictions_loss: 612.7594 - logcount_predictions_loss: 1.1871 314/1602 [====>.........................] - ETA: 2:58 - loss: 659.9994 - logits_profile_predictions_loss: 612.7495 - logcount_predictions_loss: 1.1872 315/1602 [====>.........................] - ETA: 2:58 - loss: 659.9945 - logits_profile_predictions_loss: 612.7404 - logcount_predictions_loss: 1.1873 316/1602 [====>.........................] - ETA: 2:57 - loss: 659.9890 - logits_profile_predictions_loss: 612.7306 - logcount_predictions_loss: 1.1874 317/1602 [====>.........................] - ETA: 2:57 - loss: 659.9834 - logits_profile_predictions_loss: 612.7211 - logcount_predictions_loss: 1.1875 318/1602 [====>.........................] - ETA: 2:57 - loss: 659.9791 - logits_profile_predictions_loss: 612.7128 - logcount_predictions_loss: 1.1876 319/1602 [====>.........................] - ETA: 2:57 - loss: 659.9752 - logits_profile_predictions_loss: 612.7049 - logcount_predictions_loss: 1.1877 320/1602 [====>.........................] - ETA: 2:57 - loss: 659.9720 - logits_profile_predictions_loss: 612.6978 - logcount_predictions_loss: 1.1878 321/1602 [=====>........................] - ETA: 2:57 - loss: 659.9693 - logits_profile_predictions_loss: 612.6911 - logcount_predictions_loss: 1.1879 322/1602 [=====>........................] - ETA: 2:57 - loss: 659.9651 - logits_profile_predictions_loss: 612.6830 - logcount_predictions_loss: 1.1880 323/1602 [=====>........................] - ETA: 2:56 - loss: 659.9599 - logits_profile_predictions_loss: 612.6738 - logcount_predictions_loss: 1.1881 324/1602 [=====>........................] - ETA: 2:56 - loss: 659.9546 - logits_profile_predictions_loss: 612.6645 - logcount_predictions_loss: 1.1882 325/1602 [=====>........................] - ETA: 2:56 - loss: 659.9487 - logits_profile_predictions_loss: 612.6545 - logcount_predictions_loss: 1.1883 326/1602 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loss: 658.9154 - logits_profile_predictions_loss: 610.0054 - logcount_predictions_loss: 1.2289 1582/1602 [============================>.] - ETA: 2s - loss: 658.9141 - logits_profile_predictions_loss: 610.0039 - logcount_predictions_loss: 1.2289 1583/1602 [============================>.] - ETA: 2s - loss: 658.9129 - logits_profile_predictions_loss: 610.0023 - logcount_predictions_loss: 1.2289 1584/1602 [============================>.] - ETA: 2s - loss: 658.9116 - logits_profile_predictions_loss: 610.0007 - logcount_predictions_loss: 1.2289 1585/1602 [============================>.] - ETA: 2s - loss: 658.9104 - logits_profile_predictions_loss: 609.9991 - logcount_predictions_loss: 1.2289 1586/1602 [============================>.] - ETA: 2s - loss: 658.9091 - logits_profile_predictions_loss: 609.9975 - logcount_predictions_loss: 1.2289 1587/1602 [============================>.] - ETA: 2s - loss: 658.9078 - logits_profile_predictions_loss: 609.9959 - logcount_predictions_loss: 1.2289 1588/1602 [============================>.] - ETA: 1s - loss: 658.9066 - logits_profile_predictions_loss: 609.9943 - logcount_predictions_loss: 1.2289 1589/1602 [============================>.] - ETA: 1s - loss: 658.9053 - logits_profile_predictions_loss: 609.9926 - logcount_predictions_loss: 1.2290 1590/1602 [============================>.] - ETA: 1s - loss: 658.9041 - logits_profile_predictions_loss: 609.9911 - logcount_predictions_loss: 1.2290 1591/1602 [============================>.] - ETA: 1s - loss: 658.9028 - logits_profile_predictions_loss: 609.9894 - logcount_predictions_loss: 1.2290 1592/1602 [============================>.] - ETA: 1s - loss: 658.9015 - logits_profile_predictions_loss: 609.9878 - logcount_predictions_loss: 1.2290 1593/1602 [============================>.] - ETA: 1s - loss: 658.9002 - logits_profile_predictions_loss: 609.9862 - logcount_predictions_loss: 1.2290 1594/1602 [============================>.] - ETA: 1s - loss: 658.8990 - logits_profile_predictions_loss: 609.9847 - logcount_predictions_loss: 1.2290 1595/1602 [============================>.] - ETA: 0s - loss: 658.8978 - logits_profile_predictions_loss: 609.9831 - logcount_predictions_loss: 1.2290 1596/1602 [============================>.] - ETA: 0s - loss: 658.8965 - logits_profile_predictions_loss: 609.9816 - logcount_predictions_loss: 1.2290 1597/1602 [============================>.] - ETA: 0s - loss: 658.8953 - logits_profile_predictions_loss: 609.9800 - logcount_predictions_loss: 1.2290 1598/1602 [============================>.] - ETA: 0s - loss: 658.8941 - logits_profile_predictions_loss: 609.9785 - logcount_predictions_loss: 1.2290 1599/1602 [============================>.] - ETA: 0s - loss: 658.8929 - logits_profile_predictions_loss: 609.9770 - logcount_predictions_loss: 1.2290 1600/1602 [============================>.] - ETA: 0s - loss: 658.8917 - logits_profile_predictions_loss: 609.9755 - logcount_predictions_loss: 1.2290 1601/1602 [============================>.] - ETA: 0s - loss: 658.8905 - logits_profile_predictions_loss: 609.9739 - logcount_predictions_loss: 1.2291 1602/1602 [==============================] - ETA: 0s - loss: 658.8893 - logits_profile_predictions_loss: 609.9725 - logcount_predictions_loss: 1.2291 1602/1602 [==============================] - 232s 145ms/step - loss: 658.8881 - logits_profile_predictions_loss: 609.9710 - logcount_predictions_loss: 1.2291 - val_loss: 797.3542 - val_logits_profile_predictions_loss: 729.7474 - val_logcount_predictions_loss: 1.6987 Epoch 00013: val_loss did not improve from 790.73523 Epoch 14/50 1/1602 [..............................] - ETA: 4:19 - loss: 772.1634 - logits_profile_predictions_loss: 734.4095 - logcount_predictions_loss: 0.9486 2/1602 [..............................] - ETA: 3:41 - loss: 738.7772 - logits_profile_predictions_loss: 699.0558 - logcount_predictions_loss: 0.9980 3/1602 [..............................] - ETA: 3:41 - loss: 714.2299 - logits_profile_predictions_loss: 673.2771 - logcount_predictions_loss: 1.0290 4/1602 [..............................] - ETA: 3:41 - loss: 699.3824 - logits_profile_predictions_loss: 656.2635 - logcount_predictions_loss: 1.0834 5/1602 [..............................] - ETA: 3:41 - loss: 690.9920 - logits_profile_predictions_loss: 646.8473 - logcount_predictions_loss: 1.1092 6/1602 [..............................] - ETA: 3:40 - loss: 683.1515 - logits_profile_predictions_loss: 638.5623 - logcount_predictions_loss: 1.1203 7/1602 [..............................] - ETA: 3:40 - loss: 678.2497 - logits_profile_predictions_loss: 632.9084 - logcount_predictions_loss: 1.1392 8/1602 [..............................] - ETA: 3:40 - loss: 673.5846 - logits_profile_predictions_loss: 627.9877 - logcount_predictions_loss: 1.1457 9/1602 [..............................] - ETA: 3:40 - loss: 669.3616 - logits_profile_predictions_loss: 623.6329 - logcount_predictions_loss: 1.1490 10/1602 [..............................] - ETA: 3:40 - loss: 666.9370 - logits_profile_predictions_loss: 621.0017 - logcount_predictions_loss: 1.1542 11/1602 [..............................] - ETA: 3:40 - loss: 664.2558 - logits_profile_predictions_loss: 618.0914 - logcount_predictions_loss: 1.1599 12/1602 [..............................] - ETA: 3:40 - loss: 662.3308 - logits_profile_predictions_loss: 616.0141 - logcount_predictions_loss: 1.1637 13/1602 [..............................] - ETA: 3:39 - loss: 661.2766 - logits_profile_predictions_loss: 614.9038 - logcount_predictions_loss: 1.1651 14/1602 [..............................] - ETA: 3:39 - loss: 660.1879 - logits_profile_predictions_loss: 613.8233 - logcount_predictions_loss: 1.1649 15/1602 [..............................] - ETA: 3:39 - loss: 659.3465 - logits_profile_predictions_loss: 613.0356 - logcount_predictions_loss: 1.1636 16/1602 [..............................] - ETA: 3:39 - loss: 658.3873 - logits_profile_predictions_loss: 612.1800 - logcount_predictions_loss: 1.1610 17/1602 [..............................] - ETA: 3:39 - loss: 657.6801 - logits_profile_predictions_loss: 611.5642 - logcount_predictions_loss: 1.1587 18/1602 [..............................] - ETA: 3:39 - loss: 656.8096 - logits_profile_predictions_loss: 610.8033 - logcount_predictions_loss: 1.1559 19/1602 [..............................] - ETA: 3:39 - loss: 656.0823 - logits_profile_predictions_loss: 610.1891 - logcount_predictions_loss: 1.1531 20/1602 [..............................] - ETA: 3:38 - loss: 655.3585 - logits_profile_predictions_loss: 609.5999 - logcount_predictions_loss: 1.1497 21/1602 [..............................] - ETA: 3:38 - loss: 655.0780 - logits_profile_predictions_loss: 609.4537 - logcount_predictions_loss: 1.1463 22/1602 [..............................] - ETA: 3:38 - loss: 654.9129 - logits_profile_predictions_loss: 609.3831 - logcount_predictions_loss: 1.1440 23/1602 [..............................] - ETA: 3:38 - loss: 654.9115 - logits_profile_predictions_loss: 609.4882 - logcount_predictions_loss: 1.1413 24/1602 [..............................] - ETA: 3:38 - loss: 655.1849 - logits_profile_predictions_loss: 609.8703 - logcount_predictions_loss: 1.1386 25/1602 [..............................] - ETA: 3:38 - loss: 655.5512 - logits_profile_predictions_loss: 610.3437 - logcount_predictions_loss: 1.1359 26/1602 [..............................] - ETA: 3:38 - loss: 655.7436 - logits_profile_predictions_loss: 610.6375 - logcount_predictions_loss: 1.1333 27/1602 [..............................] - ETA: 3:37 - loss: 655.9423 - logits_profile_predictions_loss: 610.9225 - logcount_predictions_loss: 1.1312 28/1602 [..............................] - ETA: 3:37 - loss: 656.1678 - logits_profile_predictions_loss: 611.2086 - logcount_predictions_loss: 1.1296 29/1602 [..............................] - ETA: 3:37 - loss: 656.3402 - logits_profile_predictions_loss: 611.4454 - logcount_predictions_loss: 1.1280 30/1602 [..............................] - ETA: 3:37 - loss: 656.4728 - logits_profile_predictions_loss: 611.6162 - logcount_predictions_loss: 1.1270 31/1602 [..............................] - ETA: 3:37 - loss: 656.7186 - logits_profile_predictions_loss: 611.9014 - logcount_predictions_loss: 1.1261 32/1602 [..............................] - ETA: 3:37 - loss: 656.9020 - logits_profile_predictions_loss: 612.1325 - logcount_predictions_loss: 1.1249 33/1602 [..............................] - ETA: 3:37 - loss: 657.1054 - logits_profile_predictions_loss: 612.3821 - logcount_predictions_loss: 1.1237 34/1602 [..............................] - ETA: 3:36 - loss: 657.2858 - logits_profile_predictions_loss: 612.6010 - logcount_predictions_loss: 1.1227 35/1602 [..............................] - ETA: 3:36 - loss: 657.4051 - logits_profile_predictions_loss: 612.7551 - logcount_predictions_loss: 1.1219 36/1602 [..............................] - ETA: 3:36 - loss: 657.6141 - logits_profile_predictions_loss: 612.9925 - logcount_predictions_loss: 1.1211 37/1602 [..............................] - ETA: 3:36 - loss: 657.8106 - logits_profile_predictions_loss: 613.2126 - logcount_predictions_loss: 1.1206 38/1602 [..............................] - ETA: 3:36 - loss: 657.9608 - logits_profile_predictions_loss: 613.3883 - logcount_predictions_loss: 1.1199 39/1602 [..............................] - ETA: 3:36 - loss: 658.0473 - logits_profile_predictions_loss: 613.5045 - logcount_predictions_loss: 1.1192 40/1602 [..............................] - ETA: 3:36 - loss: 658.1536 - logits_profile_predictions_loss: 613.6470 - logcount_predictions_loss: 1.1183 41/1602 [..............................] - ETA: 3:35 - loss: 658.2227 - logits_profile_predictions_loss: 613.7563 - logcount_predictions_loss: 1.1172 42/1602 [..............................] - ETA: 3:35 - loss: 658.2854 - logits_profile_predictions_loss: 613.8603 - logcount_predictions_loss: 1.1162 43/1602 [..............................] - ETA: 3:35 - loss: 658.3383 - logits_profile_predictions_loss: 613.9548 - logcount_predictions_loss: 1.1152 44/1602 [..............................] - ETA: 3:35 - loss: 658.4556 - logits_profile_predictions_loss: 614.1108 - logcount_predictions_loss: 1.1142 45/1602 [..............................] - ETA: 3:35 - loss: 658.5717 - logits_profile_predictions_loss: 614.2614 - logcount_predictions_loss: 1.1133 46/1602 [..............................] - ETA: 3:35 - loss: 658.6673 - logits_profile_predictions_loss: 614.3887 - logcount_predictions_loss: 1.1125 47/1602 [..............................] - ETA: 3:35 - loss: 658.7719 - logits_profile_predictions_loss: 614.5208 - logcount_predictions_loss: 1.1118 48/1602 [..............................] - ETA: 3:35 - loss: 658.8328 - logits_profile_predictions_loss: 614.6070 - logcount_predictions_loss: 1.1112 49/1602 [..............................] - ETA: 3:34 - loss: 658.8590 - logits_profile_predictions_loss: 614.6604 - logcount_predictions_loss: 1.1105 50/1602 [..............................] - ETA: 3:34 - loss: 658.9300 - logits_profile_predictions_loss: 614.7603 - logcount_predictions_loss: 1.1098 51/1602 [..............................] - ETA: 3:34 - loss: 659.0051 - logits_profile_predictions_loss: 614.8549 - logcount_predictions_loss: 1.1093 52/1602 [..............................] - ETA: 3:34 - loss: 659.0652 - logits_profile_predictions_loss: 614.9350 - logcount_predictions_loss: 1.1088 53/1602 [..............................] - ETA: 3:34 - loss: 659.1555 - logits_profile_predictions_loss: 615.0444 - logcount_predictions_loss: 1.1083 54/1602 [>.............................] - ETA: 3:34 - loss: 659.2375 - logits_profile_predictions_loss: 615.1400 - logcount_predictions_loss: 1.1080 55/1602 [>.............................] - ETA: 3:34 - loss: 659.2823 - logits_profile_predictions_loss: 615.1946 - logcount_predictions_loss: 1.1077 56/1602 [>.............................] - ETA: 3:33 - loss: 659.3258 - logits_profile_predictions_loss: 615.2405 - logcount_predictions_loss: 1.1077 57/1602 [>.............................] - ETA: 3:33 - loss: 659.3911 - logits_profile_predictions_loss: 615.3101 - logcount_predictions_loss: 1.1076 58/1602 [>.............................] - ETA: 3:33 - loss: 659.4892 - logits_profile_predictions_loss: 615.4136 - logcount_predictions_loss: 1.1074 59/1602 [>.............................] - ETA: 3:33 - loss: 659.5921 - logits_profile_predictions_loss: 615.5205 - logcount_predictions_loss: 1.1073 60/1602 [>.............................] - ETA: 3:33 - loss: 659.6682 - logits_profile_predictions_loss: 615.5996 - logcount_predictions_loss: 1.1072 61/1602 [>.............................] - ETA: 3:33 - loss: 659.7304 - logits_profile_predictions_loss: 615.6673 - logcount_predictions_loss: 1.1071 62/1602 [>.............................] - ETA: 3:33 - loss: 659.7861 - logits_profile_predictions_loss: 615.7288 - logcount_predictions_loss: 1.1070 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logits_profile_predictions_loss: 616.1579 - logcount_predictions_loss: 1.1069 70/1602 [>.............................] - ETA: 3:31 - loss: 660.2527 - logits_profile_predictions_loss: 616.1947 - logcount_predictions_loss: 1.1070 71/1602 [>.............................] - ETA: 3:31 - loss: 660.3001 - logits_profile_predictions_loss: 616.2388 - logcount_predictions_loss: 1.1071 72/1602 [>.............................] - ETA: 3:31 - loss: 660.3761 - logits_profile_predictions_loss: 616.3144 - logcount_predictions_loss: 1.1071 73/1602 [>.............................] - ETA: 3:31 - loss: 660.4334 - logits_profile_predictions_loss: 616.3660 - logcount_predictions_loss: 1.1072 74/1602 [>.............................] - ETA: 3:31 - loss: 660.4776 - logits_profile_predictions_loss: 616.3991 - logcount_predictions_loss: 1.1075 75/1602 [>.............................] - ETA: 3:31 - loss: 660.5219 - logits_profile_predictions_loss: 616.4322 - logcount_predictions_loss: 1.1078 76/1602 [>.............................] - ETA: 3:31 - loss: 660.5609 - logits_profile_predictions_loss: 616.4519 - logcount_predictions_loss: 1.1083 77/1602 [>.............................] - ETA: 3:30 - loss: 660.6239 - logits_profile_predictions_loss: 616.4907 - logcount_predictions_loss: 1.1089 78/1602 [>.............................] - ETA: 3:30 - loss: 660.6678 - logits_profile_predictions_loss: 616.5103 - logcount_predictions_loss: 1.1095 79/1602 [>.............................] - ETA: 3:30 - loss: 660.7207 - logits_profile_predictions_loss: 616.5392 - logcount_predictions_loss: 1.1101 80/1602 [>.............................] - ETA: 3:30 - loss: 660.7690 - logits_profile_predictions_loss: 616.5604 - logcount_predictions_loss: 1.1108 81/1602 [>.............................] - ETA: 3:30 - loss: 660.8358 - logits_profile_predictions_loss: 616.5989 - logcount_predictions_loss: 1.1115 82/1602 [>.............................] - ETA: 3:30 - loss: 660.8957 - logits_profile_predictions_loss: 616.6302 - logcount_predictions_loss: 1.1122 83/1602 [>.............................] - ETA: 3:30 - loss: 660.9691 - logits_profile_predictions_loss: 616.6774 - logcount_predictions_loss: 1.1129 84/1602 [>.............................] - ETA: 3:30 - loss: 661.0334 - logits_profile_predictions_loss: 616.7167 - logcount_predictions_loss: 1.1135 85/1602 [>.............................] - ETA: 3:29 - loss: 661.1074 - logits_profile_predictions_loss: 616.7659 - logcount_predictions_loss: 1.1141 86/1602 [>.............................] - ETA: 3:29 - loss: 661.1746 - logits_profile_predictions_loss: 616.8083 - logcount_predictions_loss: 1.1147 87/1602 [>.............................] - ETA: 3:29 - loss: 661.2380 - logits_profile_predictions_loss: 616.8488 - logcount_predictions_loss: 1.1153 88/1602 [>.............................] - ETA: 3:29 - loss: 661.3009 - logits_profile_predictions_loss: 616.8893 - logcount_predictions_loss: 1.1159 89/1602 [>.............................] - ETA: 3:29 - loss: 661.3637 - logits_profile_predictions_loss: 616.9317 - logcount_predictions_loss: 1.1164 90/1602 [>.............................] - ETA: 3:29 - loss: 661.4234 - logits_profile_predictions_loss: 616.9719 - logcount_predictions_loss: 1.1169 91/1602 [>.............................] - ETA: 3:29 - loss: 661.4782 - logits_profile_predictions_loss: 617.0070 - logcount_predictions_loss: 1.1174 92/1602 [>.............................] - ETA: 3:28 - loss: 661.5207 - logits_profile_predictions_loss: 617.0309 - logcount_predictions_loss: 1.1178 93/1602 [>.............................] - ETA: 3:28 - loss: 661.5698 - logits_profile_predictions_loss: 617.0618 - logcount_predictions_loss: 1.1183 94/1602 [>.............................] - ETA: 3:28 - loss: 661.6137 - logits_profile_predictions_loss: 617.0878 - logcount_predictions_loss: 1.1187 95/1602 [>.............................] - ETA: 3:28 - loss: 661.6479 - logits_profile_predictions_loss: 617.1053 - logcount_predictions_loss: 1.1192 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logits_profile_predictions_loss: 617.2172 - logcount_predictions_loss: 1.1225 103/1602 [>.............................] - ETA: 3:27 - loss: 661.9157 - logits_profile_predictions_loss: 617.2198 - logcount_predictions_loss: 1.1230 104/1602 [>.............................] - ETA: 3:27 - loss: 661.9332 - logits_profile_predictions_loss: 617.2135 - logcount_predictions_loss: 1.1236 105/1602 [>.............................] - ETA: 3:27 - loss: 661.9563 - logits_profile_predictions_loss: 617.2140 - logcount_predictions_loss: 1.1242 106/1602 [>.............................] - ETA: 3:26 - loss: 661.9880 - logits_profile_predictions_loss: 617.2240 - logcount_predictions_loss: 1.1247 107/1602 [=>............................] - ETA: 3:26 - loss: 662.0229 - logits_profile_predictions_loss: 617.2361 - logcount_predictions_loss: 1.1253 108/1602 [=>............................] - ETA: 3:26 - loss: 662.0567 - logits_profile_predictions_loss: 617.2472 - logcount_predictions_loss: 1.1259 109/1602 [=>............................] - ETA: 3:26 - loss: 662.0818 - logits_profile_predictions_loss: 617.2507 - logcount_predictions_loss: 1.1264 110/1602 [=>............................] - ETA: 3:26 - loss: 662.0983 - logits_profile_predictions_loss: 617.2456 - logcount_predictions_loss: 1.1269 111/1602 [=>............................] - ETA: 3:26 - loss: 662.1160 - logits_profile_predictions_loss: 617.2414 - logcount_predictions_loss: 1.1275 112/1602 [=>............................] - ETA: 3:26 - loss: 662.1276 - logits_profile_predictions_loss: 617.2303 - logcount_predictions_loss: 1.1281 113/1602 [=>............................] - ETA: 3:25 - loss: 662.1354 - logits_profile_predictions_loss: 617.2150 - logcount_predictions_loss: 1.1287 114/1602 [=>............................] - ETA: 3:25 - loss: 662.1440 - logits_profile_predictions_loss: 617.2017 - logcount_predictions_loss: 1.1292 115/1602 [=>............................] - ETA: 3:25 - loss: 662.1662 - 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605.2414 - logcount_predictions_loss: 1.1706 1599/1602 [============================>.] - ETA: 0s - loss: 651.8304 - logits_profile_predictions_loss: 605.2398 - logcount_predictions_loss: 1.1706 1600/1602 [============================>.] - ETA: 0s - loss: 651.8286 - logits_profile_predictions_loss: 605.2382 - logcount_predictions_loss: 1.1706 1601/1602 [============================>.] - ETA: 0s - loss: 651.8269 - logits_profile_predictions_loss: 605.2367 - logcount_predictions_loss: 1.1706 1602/1602 [==============================] - ETA: 0s - loss: 651.8251 - logits_profile_predictions_loss: 605.2351 - logcount_predictions_loss: 1.1706 1602/1602 [==============================] - 232s 145ms/step - loss: 651.8234 - logits_profile_predictions_loss: 605.2335 - logcount_predictions_loss: 1.1706 - val_loss: 793.3192 - val_logits_profile_predictions_loss: 728.3765 - val_logcount_predictions_loss: 1.6317 Epoch 00014: val_loss did not improve from 790.73523 Epoch 15/50 1/1602 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[>.............................] - ETA: 3:34 - loss: 629.0551 - logits_profile_predictions_loss: 588.0784 - logcount_predictions_loss: 1.0296 55/1602 [>.............................] - ETA: 3:33 - loss: 629.0651 - logits_profile_predictions_loss: 588.0960 - logcount_predictions_loss: 1.0294 56/1602 [>.............................] - ETA: 3:33 - loss: 629.0895 - logits_profile_predictions_loss: 588.1288 - logcount_predictions_loss: 1.0292 57/1602 [>.............................] - ETA: 3:33 - loss: 629.1000 - logits_profile_predictions_loss: 588.1463 - logcount_predictions_loss: 1.0290 58/1602 [>.............................] - ETA: 3:33 - loss: 629.1069 - logits_profile_predictions_loss: 588.1617 - logcount_predictions_loss: 1.0288 59/1602 [>.............................] - ETA: 3:33 - loss: 629.1147 - logits_profile_predictions_loss: 588.1776 - logcount_predictions_loss: 1.0286 60/1602 [>.............................] - ETA: 3:33 - loss: 629.0853 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:12 - loss: 629.9680 - logits_profile_predictions_loss: 589.8404 - logcount_predictions_loss: 1.0082 212/1602 [==>...........................] - ETA: 3:11 - loss: 629.9736 - logits_profile_predictions_loss: 589.8456 - logcount_predictions_loss: 1.0082 213/1602 [==>...........................] - ETA: 3:11 - loss: 629.9783 - logits_profile_predictions_loss: 589.8499 - logcount_predictions_loss: 1.0082 214/1602 [===>..........................] - ETA: 3:11 - loss: 629.9827 - logits_profile_predictions_loss: 589.8536 - logcount_predictions_loss: 1.0083 215/1602 [===>..........................] - ETA: 3:11 - loss: 629.9866 - logits_profile_predictions_loss: 589.8570 - logcount_predictions_loss: 1.0083 216/1602 [===>..........................] - ETA: 3:11 - loss: 629.9901 - logits_profile_predictions_loss: 589.8597 - logcount_predictions_loss: 1.0083 217/1602 [===>..........................] - ETA: 3:11 - loss: 629.9931 - logits_profile_predictions_loss: 589.8617 - logcount_predictions_loss: 1.0083 218/1602 [===>..........................] - ETA: 3:11 - loss: 629.9968 - logits_profile_predictions_loss: 589.8642 - logcount_predictions_loss: 1.0084 219/1602 [===>..........................] - ETA: 3:11 - loss: 629.9992 - logits_profile_predictions_loss: 589.8654 - logcount_predictions_loss: 1.0084 220/1602 [===>..........................] - ETA: 3:10 - loss: 630.0015 - logits_profile_predictions_loss: 589.8663 - logcount_predictions_loss: 1.0084 221/1602 [===>..........................] - ETA: 3:10 - loss: 630.0041 - logits_profile_predictions_loss: 589.8676 - logcount_predictions_loss: 1.0085 222/1602 [===>..........................] - ETA: 3:10 - loss: 630.0065 - logits_profile_predictions_loss: 589.8691 - logcount_predictions_loss: 1.0085 223/1602 [===>..........................] - ETA: 3:10 - loss: 630.0084 - logits_profile_predictions_loss: 589.8697 - logcount_predictions_loss: 1.0085 224/1602 [===>..........................] - ETA: 3:10 - loss: 630.0105 - logits_profile_predictions_loss: 589.8706 - logcount_predictions_loss: 1.0085 225/1602 [===>..........................] - ETA: 3:10 - loss: 630.0114 - logits_profile_predictions_loss: 589.8705 - logcount_predictions_loss: 1.0086 226/1602 [===>..........................] - ETA: 3:10 - loss: 630.0111 - logits_profile_predictions_loss: 589.8693 - logcount_predictions_loss: 1.0086 227/1602 [===>..........................] - ETA: 3:09 - loss: 630.0099 - logits_profile_predictions_loss: 589.8676 - logcount_predictions_loss: 1.0086 228/1602 [===>..........................] - ETA: 3:09 - loss: 630.0088 - logits_profile_predictions_loss: 589.8663 - logcount_predictions_loss: 1.0086 229/1602 [===>..........................] - ETA: 3:09 - loss: 630.0070 - logits_profile_predictions_loss: 589.8643 - logcount_predictions_loss: 1.0086 230/1602 [===>..........................] - ETA: 3:09 - loss: 630.0073 - 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[===>..........................] - ETA: 3:08 - loss: 629.9994 - logits_profile_predictions_loss: 589.8527 - logcount_predictions_loss: 1.0087 238/1602 [===>..........................] - ETA: 3:08 - loss: 629.9968 - logits_profile_predictions_loss: 589.8498 - logcount_predictions_loss: 1.0087 239/1602 [===>..........................] - ETA: 3:08 - loss: 629.9929 - logits_profile_predictions_loss: 589.8457 - logcount_predictions_loss: 1.0087 240/1602 [===>..........................] - ETA: 3:08 - loss: 629.9890 - logits_profile_predictions_loss: 589.8419 - logcount_predictions_loss: 1.0087 241/1602 [===>..........................] - ETA: 3:08 - loss: 629.9855 - logits_profile_predictions_loss: 589.8387 - logcount_predictions_loss: 1.0087 242/1602 [===>..........................] - ETA: 3:07 - loss: 629.9824 - logits_profile_predictions_loss: 589.8360 - logcount_predictions_loss: 1.0087 243/1602 [===>..........................] - ETA: 3:07 - loss: 629.9783 - 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logits_profile_predictions_loss: 589.9208 - logcount_predictions_loss: 1.0071 283/1602 [====>.........................] - ETA: 3:02 - loss: 630.0093 - logits_profile_predictions_loss: 589.9280 - logcount_predictions_loss: 1.0071 284/1602 [====>.........................] - ETA: 3:02 - loss: 630.0148 - logits_profile_predictions_loss: 589.9350 - logcount_predictions_loss: 1.0070 285/1602 [====>.........................] - ETA: 3:02 - loss: 630.0220 - logits_profile_predictions_loss: 589.9436 - logcount_predictions_loss: 1.0070 286/1602 [====>.........................] - ETA: 3:01 - loss: 630.0297 - logits_profile_predictions_loss: 589.9529 - logcount_predictions_loss: 1.0070 287/1602 [====>.........................] - ETA: 3:01 - loss: 630.0378 - logits_profile_predictions_loss: 589.9620 - logcount_predictions_loss: 1.0069 288/1602 [====>.........................] - ETA: 3:01 - loss: 630.0465 - logits_profile_predictions_loss: 589.9718 - logcount_predictions_loss: 1.0069 289/1602 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logcount_predictions_loss: 0.7557 6/1602 [..............................] - ETA: 3:41 - loss: 653.9676 - logits_profile_predictions_loss: 623.8361 - logcount_predictions_loss: 0.7571 7/1602 [..............................] - ETA: 3:41 - loss: 653.3815 - logits_profile_predictions_loss: 623.3485 - logcount_predictions_loss: 0.7546 8/1602 [..............................] - ETA: 3:40 - loss: 653.0437 - logits_profile_predictions_loss: 622.9641 - logcount_predictions_loss: 0.7558 9/1602 [..............................] - ETA: 3:40 - loss: 653.8337 - logits_profile_predictions_loss: 623.6094 - logcount_predictions_loss: 0.7594 10/1602 [..............................] - ETA: 3:40 - loss: 654.7605 - logits_profile_predictions_loss: 624.5130 - logcount_predictions_loss: 0.7600 11/1602 [..............................] - ETA: 3:40 - loss: 654.3392 - logits_profile_predictions_loss: 624.1089 - logcount_predictions_loss: 0.7596 12/1602 [..............................] - ETA: 3:40 - loss: 653.9096 - logits_profile_predictions_loss: 623.7488 - logcount_predictions_loss: 0.7578 13/1602 [..............................] - ETA: 3:40 - loss: 653.3678 - logits_profile_predictions_loss: 623.3020 - logcount_predictions_loss: 0.7554 14/1602 [..............................] - ETA: 3:39 - loss: 652.5800 - logits_profile_predictions_loss: 622.5139 - logcount_predictions_loss: 0.7554 15/1602 [..............................] - ETA: 3:39 - loss: 651.7993 - logits_profile_predictions_loss: 621.6664 - logcount_predictions_loss: 0.7571 16/1602 [..............................] - ETA: 3:39 - loss: 650.9203 - logits_profile_predictions_loss: 620.6549 - logcount_predictions_loss: 0.7604 17/1602 [..............................] - ETA: 3:39 - loss: 649.8247 - logits_profile_predictions_loss: 619.4431 - logcount_predictions_loss: 0.7634 18/1602 [..............................] - ETA: 3:39 - loss: 648.7301 - logits_profile_predictions_loss: 618.2572 - logcount_predictions_loss: 0.7657 19/1602 [..............................] - ETA: 3:39 - loss: 647.5478 - logits_profile_predictions_loss: 617.0078 - logcount_predictions_loss: 0.7673 20/1602 [..............................] - ETA: 3:39 - loss: 646.2061 - logits_profile_predictions_loss: 615.6106 - logcount_predictions_loss: 0.7687 21/1602 [..............................] - ETA: 3:38 - loss: 644.8693 - logits_profile_predictions_loss: 614.2047 - logcount_predictions_loss: 0.7705 22/1602 [..............................] - ETA: 3:38 - loss: 643.6309 - logits_profile_predictions_loss: 612.8607 - logcount_predictions_loss: 0.7731 23/1602 [..............................] - ETA: 3:38 - loss: 642.5837 - logits_profile_predictions_loss: 611.6943 - logcount_predictions_loss: 0.7761 24/1602 [..............................] - ETA: 3:38 - loss: 641.4198 - logits_profile_predictions_loss: 610.4280 - logcount_predictions_loss: 0.7787 25/1602 [..............................] - ETA: 3:38 - loss: 640.4069 - logits_profile_predictions_loss: 609.3225 - logcount_predictions_loss: 0.7810 26/1602 [..............................] - ETA: 3:38 - loss: 639.2472 - logits_profile_predictions_loss: 608.0601 - logcount_predictions_loss: 0.7836 27/1602 [..............................] - ETA: 3:38 - loss: 638.1729 - logits_profile_predictions_loss: 606.8940 - logcount_predictions_loss: 0.7859 28/1602 [..............................] - ETA: 3:37 - loss: 637.2163 - logits_profile_predictions_loss: 605.8660 - logcount_predictions_loss: 0.7877 29/1602 [..............................] - ETA: 3:37 - loss: 636.2960 - logits_profile_predictions_loss: 604.8813 - logcount_predictions_loss: 0.7893 30/1602 [..............................] - ETA: 3:37 - loss: 635.5747 - logits_profile_predictions_loss: 604.1160 - logcount_predictions_loss: 0.7904 31/1602 [..............................] - ETA: 3:37 - loss: 634.9186 - logits_profile_predictions_loss: 603.4257 - logcount_predictions_loss: 0.7913 32/1602 [..............................] - ETA: 3:37 - 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39/1602 [..............................] - ETA: 3:36 - loss: 630.4650 - logits_profile_predictions_loss: 598.7521 - logcount_predictions_loss: 0.7968 40/1602 [..............................] - ETA: 3:36 - loss: 629.9719 - logits_profile_predictions_loss: 598.2357 - logcount_predictions_loss: 0.7974 41/1602 [..............................] - ETA: 3:36 - loss: 629.5118 - logits_profile_predictions_loss: 597.7580 - logcount_predictions_loss: 0.7978 42/1602 [..............................] - ETA: 3:36 - loss: 629.0875 - logits_profile_predictions_loss: 597.3149 - logcount_predictions_loss: 0.7983 43/1602 [..............................] - ETA: 3:35 - loss: 628.7249 - logits_profile_predictions_loss: 596.9203 - logcount_predictions_loss: 0.7991 44/1602 [..............................] - ETA: 3:35 - loss: 628.4311 - logits_profile_predictions_loss: 596.5985 - logcount_predictions_loss: 0.7998 45/1602 [..............................] - ETA: 3:35 - loss: 628.1748 - 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[..............................] - ETA: 3:34 - loss: 626.0464 - logits_profile_predictions_loss: 593.8829 - logcount_predictions_loss: 0.8081 53/1602 [..............................] - ETA: 3:34 - loss: 625.7778 - logits_profile_predictions_loss: 593.5777 - logcount_predictions_loss: 0.8090 54/1602 [>.............................] - ETA: 3:34 - loss: 625.5044 - logits_profile_predictions_loss: 593.2667 - logcount_predictions_loss: 0.8100 55/1602 [>.............................] - ETA: 3:34 - loss: 625.2181 - logits_profile_predictions_loss: 592.9430 - logcount_predictions_loss: 0.8109 56/1602 [>.............................] - ETA: 3:34 - loss: 624.9338 - logits_profile_predictions_loss: 592.6232 - logcount_predictions_loss: 0.8118 57/1602 [>.............................] - ETA: 3:33 - loss: 624.6643 - logits_profile_predictions_loss: 592.3191 - logcount_predictions_loss: 0.8127 58/1602 [>.............................] - ETA: 3:33 - loss: 624.4268 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 3:12 - loss: 612.6423 - logits_profile_predictions_loss: 579.0190 - logcount_predictions_loss: 0.8448 210/1602 [==>...........................] - ETA: 3:12 - loss: 612.6176 - logits_profile_predictions_loss: 578.9888 - logcount_predictions_loss: 0.8449 211/1602 [==>...........................] - ETA: 3:12 - loss: 612.5933 - logits_profile_predictions_loss: 578.9589 - logcount_predictions_loss: 0.8451 212/1602 [==>...........................] - ETA: 3:12 - loss: 612.5700 - logits_profile_predictions_loss: 578.9300 - logcount_predictions_loss: 0.8452 213/1602 [==>...........................] - ETA: 3:12 - loss: 612.5468 - logits_profile_predictions_loss: 578.9016 - logcount_predictions_loss: 0.8454 214/1602 [===>..........................] - ETA: 3:12 - loss: 612.5229 - logits_profile_predictions_loss: 578.8723 - logcount_predictions_loss: 0.8455 215/1602 [===>..........................] - ETA: 3:12 - loss: 612.4988 - logits_profile_predictions_loss: 578.8432 - logcount_predictions_loss: 0.8456 216/1602 [===>..........................] - ETA: 3:11 - loss: 612.4705 - logits_profile_predictions_loss: 578.8102 - logcount_predictions_loss: 0.8457 217/1602 [===>..........................] - ETA: 3:11 - loss: 612.4432 - logits_profile_predictions_loss: 578.7781 - logcount_predictions_loss: 0.8459 218/1602 [===>..........................] - ETA: 3:11 - loss: 612.4161 - logits_profile_predictions_loss: 578.7465 - logcount_predictions_loss: 0.8460 219/1602 [===>..........................] - ETA: 3:11 - loss: 612.3905 - logits_profile_predictions_loss: 578.7166 - logcount_predictions_loss: 0.8461 220/1602 [===>..........................] - ETA: 3:11 - loss: 612.3656 - logits_profile_predictions_loss: 578.6877 - logcount_predictions_loss: 0.8462 221/1602 [===>..........................] - ETA: 3:11 - loss: 612.3406 - logits_profile_predictions_loss: 578.6589 - logcount_predictions_loss: 0.8463 222/1602 [===>..........................] - ETA: 3:11 - loss: 612.3158 - logits_profile_predictions_loss: 578.6307 - logcount_predictions_loss: 0.8464 223/1602 [===>..........................] - ETA: 3:10 - loss: 612.2891 - logits_profile_predictions_loss: 578.6004 - logcount_predictions_loss: 0.8465 224/1602 [===>..........................] - ETA: 3:10 - loss: 612.2631 - logits_profile_predictions_loss: 578.5709 - logcount_predictions_loss: 0.8465 225/1602 [===>..........................] - ETA: 3:10 - loss: 612.2402 - logits_profile_predictions_loss: 578.5446 - logcount_predictions_loss: 0.8466 226/1602 [===>..........................] - ETA: 3:10 - loss: 612.2166 - logits_profile_predictions_loss: 578.5176 - logcount_predictions_loss: 0.8467 227/1602 [===>..........................] - ETA: 3:10 - loss: 612.1914 - logits_profile_predictions_loss: 578.4891 - logcount_predictions_loss: 0.8468 228/1602 [===>..........................] - ETA: 3:10 - loss: 612.1663 - logits_profile_predictions_loss: 578.4607 - logcount_predictions_loss: 0.8469 229/1602 [===>..........................] - ETA: 3:10 - loss: 612.1418 - logits_profile_predictions_loss: 578.4330 - logcount_predictions_loss: 0.8470 230/1602 [===>..........................] - ETA: 3:10 - loss: 612.1166 - logits_profile_predictions_loss: 578.4045 - logcount_predictions_loss: 0.8470 231/1602 [===>..........................] - ETA: 3:09 - loss: 612.0916 - logits_profile_predictions_loss: 578.3765 - logcount_predictions_loss: 0.8471 232/1602 [===>..........................] - ETA: 3:09 - loss: 612.0670 - logits_profile_predictions_loss: 578.3491 - logcount_predictions_loss: 0.8472 233/1602 [===>..........................] - ETA: 3:09 - loss: 612.0438 - logits_profile_predictions_loss: 578.3231 - logcount_predictions_loss: 0.8473 234/1602 [===>..........................] - ETA: 3:09 - loss: 612.0213 - logits_profile_predictions_loss: 578.2978 - logcount_predictions_loss: 0.8473 235/1602 [===>..........................] - ETA: 3:09 - loss: 611.9989 - logits_profile_predictions_loss: 578.2730 - logcount_predictions_loss: 0.8474 236/1602 [===>..........................] - ETA: 3:09 - loss: 611.9756 - logits_profile_predictions_loss: 578.2473 - logcount_predictions_loss: 0.8474 237/1602 [===>..........................] - ETA: 3:09 - loss: 611.9534 - logits_profile_predictions_loss: 578.2229 - logcount_predictions_loss: 0.8475 238/1602 [===>..........................] - ETA: 3:08 - loss: 611.9304 - logits_profile_predictions_loss: 578.1976 - logcount_predictions_loss: 0.8476 239/1602 [===>..........................] - ETA: 3:08 - loss: 611.9078 - logits_profile_predictions_loss: 578.1727 - logcount_predictions_loss: 0.8476 240/1602 [===>..........................] - ETA: 3:08 - loss: 611.8853 - logits_profile_predictions_loss: 578.1480 - logcount_predictions_loss: 0.8477 241/1602 [===>..........................] - ETA: 3:08 - loss: 611.8631 - logits_profile_predictions_loss: 578.1235 - logcount_predictions_loss: 0.8477 242/1602 [===>..........................] - ETA: 3:08 - loss: 611.8407 - logits_profile_predictions_loss: 578.0989 - logcount_predictions_loss: 0.8478 243/1602 [===>..........................] - ETA: 3:08 - loss: 611.8197 - logits_profile_predictions_loss: 578.0757 - logcount_predictions_loss: 0.8478 244/1602 [===>..........................] - ETA: 3:08 - loss: 611.7991 - logits_profile_predictions_loss: 578.0529 - logcount_predictions_loss: 0.8479 245/1602 [===>..........................] - ETA: 3:07 - loss: 611.7788 - logits_profile_predictions_loss: 578.0307 - logcount_predictions_loss: 0.8479 246/1602 [===>..........................] - ETA: 3:07 - loss: 611.7576 - logits_profile_predictions_loss: 578.0078 - logcount_predictions_loss: 0.8480 247/1602 [===>..........................] - ETA: 3:07 - loss: 611.7366 - logits_profile_predictions_loss: 577.9851 - logcount_predictions_loss: 0.8480 248/1602 [===>..........................] - ETA: 3:07 - loss: 611.7159 - logits_profile_predictions_loss: 577.9629 - logcount_predictions_loss: 0.8481 249/1602 [===>..........................] - ETA: 3:07 - loss: 611.6975 - logits_profile_predictions_loss: 577.9430 - logcount_predictions_loss: 0.8481 250/1602 [===>..........................] - ETA: 3:07 - loss: 611.6791 - logits_profile_predictions_loss: 577.9230 - logcount_predictions_loss: 0.8481 251/1602 [===>..........................] - ETA: 3:07 - loss: 611.6604 - logits_profile_predictions_loss: 577.9022 - logcount_predictions_loss: 0.8482 252/1602 [===>..........................] - ETA: 3:06 - loss: 611.6415 - logits_profile_predictions_loss: 577.8811 - logcount_predictions_loss: 0.8483 253/1602 [===>..........................] - ETA: 3:06 - loss: 611.6225 - logits_profile_predictions_loss: 577.8595 - logcount_predictions_loss: 0.8483 254/1602 [===>..........................] - ETA: 3:06 - loss: 611.6034 - logits_profile_predictions_loss: 577.8381 - logcount_predictions_loss: 0.8484 255/1602 [===>..........................] - ETA: 3:06 - loss: 611.5849 - logits_profile_predictions_loss: 577.8174 - logcount_predictions_loss: 0.8484 256/1602 [===>..........................] - ETA: 3:06 - loss: 611.5677 - logits_profile_predictions_loss: 577.7979 - logcount_predictions_loss: 0.8485 257/1602 [===>..........................] - ETA: 3:06 - loss: 611.5505 - logits_profile_predictions_loss: 577.7786 - logcount_predictions_loss: 0.8485 258/1602 [===>..........................] - ETA: 3:06 - loss: 611.5346 - logits_profile_predictions_loss: 577.7608 - logcount_predictions_loss: 0.8486 259/1602 [===>..........................] - ETA: 3:05 - loss: 611.5188 - logits_profile_predictions_loss: 577.7428 - logcount_predictions_loss: 0.8486 260/1602 [===>..........................] - ETA: 3:05 - loss: 611.5032 - logits_profile_predictions_loss: 577.7251 - logcount_predictions_loss: 0.8487 261/1602 [===>..........................] - ETA: 3:05 - loss: 611.4893 - logits_profile_predictions_loss: 577.7091 - logcount_predictions_loss: 0.8488 262/1602 [===>..........................] - ETA: 3:05 - loss: 611.4753 - logits_profile_predictions_loss: 577.6929 - logcount_predictions_loss: 0.8488 263/1602 [===>..........................] - ETA: 3:05 - loss: 611.4605 - logits_profile_predictions_loss: 577.6758 - logcount_predictions_loss: 0.8489 264/1602 [===>..........................] - ETA: 3:05 - loss: 611.4458 - logits_profile_predictions_loss: 577.6590 - logcount_predictions_loss: 0.8489 265/1602 [===>..........................] - ETA: 3:05 - loss: 611.4315 - logits_profile_predictions_loss: 577.6423 - logcount_predictions_loss: 0.8490 266/1602 [===>..........................] - ETA: 3:05 - loss: 611.4167 - logits_profile_predictions_loss: 577.6252 - logcount_predictions_loss: 0.8490 267/1602 [====>.........................] - ETA: 3:04 - loss: 611.4018 - logits_profile_predictions_loss: 577.6081 - logcount_predictions_loss: 0.8491 268/1602 [====>.........................] - ETA: 3:04 - loss: 611.3860 - logits_profile_predictions_loss: 577.5902 - logcount_predictions_loss: 0.8491 269/1602 [====>.........................] - ETA: 3:04 - loss: 611.3702 - logits_profile_predictions_loss: 577.5722 - logcount_predictions_loss: 0.8492 270/1602 [====>.........................] - ETA: 3:04 - loss: 611.3540 - logits_profile_predictions_loss: 577.5537 - logcount_predictions_loss: 0.8493 271/1602 [====>.........................] - ETA: 3:04 - loss: 611.3381 - logits_profile_predictions_loss: 577.5356 - logcount_predictions_loss: 0.8493 272/1602 [====>.........................] - ETA: 3:04 - loss: 611.3223 - logits_profile_predictions_loss: 577.5174 - logcount_predictions_loss: 0.8494 273/1602 [====>.........................] - ETA: 3:04 - loss: 611.3072 - logits_profile_predictions_loss: 577.4999 - logcount_predictions_loss: 0.8494 274/1602 [====>.........................] - ETA: 3:03 - loss: 611.2931 - logits_profile_predictions_loss: 577.4836 - logcount_predictions_loss: 0.8495 275/1602 [====>.........................] - ETA: 3:03 - loss: 611.2788 - logits_profile_predictions_loss: 577.4672 - logcount_predictions_loss: 0.8495 276/1602 [====>.........................] - ETA: 3:03 - loss: 611.2639 - logits_profile_predictions_loss: 577.4501 - logcount_predictions_loss: 0.8496 277/1602 [====>.........................] - ETA: 3:03 - loss: 611.2487 - logits_profile_predictions_loss: 577.4326 - logcount_predictions_loss: 0.8497 278/1602 [====>.........................] - ETA: 3:03 - loss: 611.2340 - logits_profile_predictions_loss: 577.4158 - logcount_predictions_loss: 0.8497 279/1602 [====>.........................] - ETA: 3:03 - loss: 611.2193 - logits_profile_predictions_loss: 577.3990 - logcount_predictions_loss: 0.8498 280/1602 [====>.........................] - ETA: 3:03 - loss: 611.2049 - logits_profile_predictions_loss: 577.3827 - logcount_predictions_loss: 0.8498 281/1602 [====>.........................] - ETA: 3:02 - loss: 611.1912 - logits_profile_predictions_loss: 577.3669 - logcount_predictions_loss: 0.8499 282/1602 [====>.........................] - ETA: 3:02 - loss: 611.1772 - logits_profile_predictions_loss: 577.3508 - logcount_predictions_loss: 0.8499 283/1602 [====>.........................] - ETA: 3:02 - loss: 611.1643 - logits_profile_predictions_loss: 577.3359 - logcount_predictions_loss: 0.8500 284/1602 [====>.........................] - ETA: 3:02 - loss: 611.1528 - logits_profile_predictions_loss: 577.3222 - logcount_predictions_loss: 0.8500 285/1602 [====>.........................] - ETA: 3:02 - loss: 611.1404 - logits_profile_predictions_loss: 577.3079 - logcount_predictions_loss: 0.8501 286/1602 [====>.........................] - ETA: 3:02 - loss: 611.1300 - logits_profile_predictions_loss: 577.2955 - logcount_predictions_loss: 0.8501 287/1602 [====>.........................] - ETA: 3:02 - loss: 611.1206 - logits_profile_predictions_loss: 577.2843 - logcount_predictions_loss: 0.8502 288/1602 [====>.........................] - ETA: 3:01 - loss: 611.1103 - logits_profile_predictions_loss: 577.2722 - logcount_predictions_loss: 0.8502 289/1602 [====>.........................] - ETA: 3:01 - loss: 611.0997 - logits_profile_predictions_loss: 577.2599 - logcount_predictions_loss: 0.8502 290/1602 [====>.........................] - ETA: 3:01 - loss: 611.0893 - logits_profile_predictions_loss: 577.2478 - logcount_predictions_loss: 0.8503 291/1602 [====>.........................] - ETA: 3:01 - loss: 611.0791 - logits_profile_predictions_loss: 577.2360 - logcount_predictions_loss: 0.8503 292/1602 [====>.........................] - ETA: 3:01 - loss: 611.0683 - logits_profile_predictions_loss: 577.2237 - logcount_predictions_loss: 0.8504 293/1602 [====>.........................] - ETA: 3:01 - loss: 611.0566 - logits_profile_predictions_loss: 577.2106 - logcount_predictions_loss: 0.8504 294/1602 [====>.........................] - ETA: 3:01 - loss: 611.0462 - logits_profile_predictions_loss: 577.1986 - logcount_predictions_loss: 0.8504 295/1602 [====>.........................] - ETA: 3:01 - loss: 611.0362 - logits_profile_predictions_loss: 577.1872 - logcount_predictions_loss: 0.8505 296/1602 [====>.........................] - ETA: 3:00 - loss: 611.0250 - logits_profile_predictions_loss: 577.1747 - logcount_predictions_loss: 0.8505 297/1602 [====>.........................] - ETA: 3:00 - loss: 611.0132 - logits_profile_predictions_loss: 577.1617 - logcount_predictions_loss: 0.8505 298/1602 [====>.........................] - ETA: 3:00 - loss: 611.0015 - logits_profile_predictions_loss: 577.1490 - logcount_predictions_loss: 0.8506 299/1602 [====>.........................] - ETA: 3:00 - loss: 610.9888 - logits_profile_predictions_loss: 577.1348 - logcount_predictions_loss: 0.8506 300/1602 [====>.........................] - ETA: 3:00 - loss: 610.9766 - logits_profile_predictions_loss: 577.1211 - logcount_predictions_loss: 0.8506 301/1602 [====>.........................] - ETA: 3:00 - loss: 610.9645 - logits_profile_predictions_loss: 577.1075 - logcount_predictions_loss: 0.8507 302/1602 [====>.........................] - ETA: 3:00 - loss: 610.9512 - logits_profile_predictions_loss: 577.0928 - logcount_predictions_loss: 0.8507 303/1602 [====>.........................] - ETA: 2:59 - loss: 610.9380 - logits_profile_predictions_loss: 577.0778 - logcount_predictions_loss: 0.8508 304/1602 [====>.........................] - ETA: 2:59 - loss: 610.9243 - logits_profile_predictions_loss: 577.0624 - logcount_predictions_loss: 0.8508 305/1602 [====>.........................] - ETA: 2:59 - loss: 610.9119 - logits_profile_predictions_loss: 577.0482 - logcount_predictions_loss: 0.8508 306/1602 [====>.........................] - ETA: 2:59 - loss: 610.8993 - logits_profile_predictions_loss: 577.0338 - logcount_predictions_loss: 0.8509 307/1602 [====>.........................] - ETA: 2:59 - loss: 610.8869 - logits_profile_predictions_loss: 577.0196 - logcount_predictions_loss: 0.8509 308/1602 [====>.........................] - ETA: 2:59 - loss: 610.8744 - logits_profile_predictions_loss: 577.0055 - logcount_predictions_loss: 0.8510 309/1602 [====>.........................] - ETA: 2:59 - loss: 610.8619 - logits_profile_predictions_loss: 576.9915 - logcount_predictions_loss: 0.8510 310/1602 [====>.........................] - ETA: 2:58 - loss: 610.8494 - logits_profile_predictions_loss: 576.9774 - logcount_predictions_loss: 0.8511 311/1602 [====>.........................] - ETA: 2:58 - loss: 610.8358 - logits_profile_predictions_loss: 576.9623 - logcount_predictions_loss: 0.8511 312/1602 [====>.........................] - ETA: 2:58 - loss: 610.8219 - logits_profile_predictions_loss: 576.9469 - logcount_predictions_loss: 0.8511 313/1602 [====>.........................] - ETA: 2:58 - loss: 610.8083 - logits_profile_predictions_loss: 576.9319 - logcount_predictions_loss: 0.8512 314/1602 [====>.........................] - ETA: 2:58 - loss: 610.7941 - logits_profile_predictions_loss: 576.9162 - logcount_predictions_loss: 0.8512 315/1602 [====>.........................] - ETA: 2:58 - loss: 610.7794 - logits_profile_predictions_loss: 576.9001 - logcount_predictions_loss: 0.8512 316/1602 [====>.........................] - ETA: 2:58 - loss: 610.7637 - logits_profile_predictions_loss: 576.8829 - logcount_predictions_loss: 0.8513 317/1602 [====>.........................] - ETA: 2:57 - loss: 610.7484 - logits_profile_predictions_loss: 576.8663 - logcount_predictions_loss: 0.8513 318/1602 [====>.........................] - ETA: 2:57 - loss: 610.7327 - logits_profile_predictions_loss: 576.8491 - logcount_predictions_loss: 0.8513 319/1602 [====>.........................] - ETA: 2:57 - loss: 610.7173 - logits_profile_predictions_loss: 576.8324 - logcount_predictions_loss: 0.8514 320/1602 [====>.........................] - ETA: 2:57 - loss: 610.7019 - logits_profile_predictions_loss: 576.8157 - logcount_predictions_loss: 0.8514 321/1602 [=====>........................] - ETA: 2:57 - loss: 610.6865 - logits_profile_predictions_loss: 576.7991 - logcount_predictions_loss: 0.8514 322/1602 [=====>........................] - ETA: 2:57 - loss: 610.6706 - logits_profile_predictions_loss: 576.7820 - logcount_predictions_loss: 0.8515 323/1602 [=====>........................] - ETA: 2:57 - loss: 610.6545 - logits_profile_predictions_loss: 576.7647 - logcount_predictions_loss: 0.8515 324/1602 [=====>........................] - ETA: 2:56 - loss: 610.6382 - logits_profile_predictions_loss: 576.7474 - logcount_predictions_loss: 0.8515 325/1602 [=====>........................] - ETA: 2:56 - loss: 610.6226 - logits_profile_predictions_loss: 576.7307 - logcount_predictions_loss: 0.8516 326/1602 [=====>........................] - ETA: 2:56 - loss: 610.6075 - logits_profile_predictions_loss: 576.7146 - logcount_predictions_loss: 0.8516 327/1602 [=====>........................] - ETA: 2:56 - loss: 610.5926 - logits_profile_predictions_loss: 576.6987 - logcount_predictions_loss: 0.8516 328/1602 [=====>........................] - ETA: 2:56 - loss: 610.5776 - logits_profile_predictions_loss: 576.6829 - logcount_predictions_loss: 0.8516 329/1602 [=====>........................] - ETA: 2:56 - loss: 610.5630 - logits_profile_predictions_loss: 576.6675 - logcount_predictions_loss: 0.8516 330/1602 [=====>........................] - ETA: 2:56 - loss: 610.5490 - logits_profile_predictions_loss: 576.6529 - logcount_predictions_loss: 0.8517 331/1602 [=====>........................] - ETA: 2:56 - loss: 610.5341 - logits_profile_predictions_loss: 576.6373 - logcount_predictions_loss: 0.8517 332/1602 [=====>........................] - ETA: 2:55 - loss: 610.5198 - 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logits_profile_predictions_loss: 573.4066 - logcount_predictions_loss: 0.8570 1595/1602 [============================>.] - ETA: 0s - loss: 607.5144 - logits_profile_predictions_loss: 573.4051 - logcount_predictions_loss: 0.8570 1596/1602 [============================>.] - ETA: 0s - loss: 607.5128 - logits_profile_predictions_loss: 573.4037 - logcount_predictions_loss: 0.8570 1597/1602 [============================>.] - ETA: 0s - loss: 607.5113 - logits_profile_predictions_loss: 573.4023 - logcount_predictions_loss: 0.8570 1598/1602 [============================>.] - ETA: 0s - loss: 607.5098 - logits_profile_predictions_loss: 573.4008 - logcount_predictions_loss: 0.8570 1599/1602 [============================>.] - ETA: 0s - loss: 607.5082 - logits_profile_predictions_loss: 573.3994 - logcount_predictions_loss: 0.8570 1600/1602 [============================>.] - ETA: 0s - loss: 607.5067 - logits_profile_predictions_loss: 573.3980 - logcount_predictions_loss: 0.8570 1601/1602 [============================>.] - ETA: 0s - loss: 607.5051 - logits_profile_predictions_loss: 573.3965 - logcount_predictions_loss: 0.8570 1602/1602 [==============================] - ETA: 0s - loss: 607.5035 - logits_profile_predictions_loss: 573.3950 - logcount_predictions_loss: 0.8570 1602/1602 [==============================] - 232s 145ms/step - loss: 607.5020 - logits_profile_predictions_loss: 573.3936 - logcount_predictions_loss: 0.8570 - val_loss: 791.0089 - val_logits_profile_predictions_loss: 725.3394 - val_logcount_predictions_loss: 1.6500 Epoch 00016: val_loss did not improve from 790.73523 Restoring model weights from the end of the best epoch. Epoch 00016: early stopping save model save model without bias 2022-09-23_18-05-09: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR977LVI//preprocessing/bigWigs/ENCSR977LVI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(25318, 10) loading nonpeaks... got split:test for bed regions:(25868, 10) 0/200 100/200 2022-09-23_18-07-13: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR977LVI//preprocessing/bigWigs/ENCSR977LVI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(25318, 10) loading nonpeaks... got split:test for bed regions:(25868, 10) 0/200 100/200 2022-09-23_18-09-12: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR977LVI//preprocessing/bigWigs/ENCSR977LVI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(25318, 10) loading nonpeaks... got split:test for bed regions:(25868, 10) 0/200 100/200 2022-09-23_18-10-30: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//footprints 2022-09-23_18-10-30: 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/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//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 1/24 [>.............................] - ETA: 2:20 3/24 [==>...........................] - ETA: 6s  4/24 [====>.........................] - ETA: 8s 5/24 [=====>........................] - ETA: 8s 6/24 [======>.......................] - ETA: 9s 7/24 [=======>......................] - ETA: 8s 8/24 [=========>....................] - ETA: 8s 9/24 [==========>...................] - ETA: 8s 10/24 [===========>..................] - ETA: 7s 11/24 [============>.................] - ETA: 7s 12/24 [==============>...............] - ETA: 6s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 5s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 2s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 23s 736ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 13s 3/24 [==>...........................] - ETA: 13s 4/24 [====>.........................] - ETA: 12s 5/24 [=====>........................] - ETA: 11s 6/24 [======>.......................] - ETA: 11s 7/24 [=======>......................] - ETA: 10s 8/24 [=========>....................] - ETA: 9s  9/24 [==========>...................] - ETA: 9s 10/24 [===========>..................] - ETA: 8s 11/24 [============>.................] - ETA: 8s 12/24 [==============>...............] - ETA: 7s 13/24 [===============>..............] - ETA: 6s 14/24 [================>.............] - ETA: 6s 15/24 [=================>............] - ETA: 5s 16/24 [===================>..........] - ETA: 4s 17/24 [====================>.........] - ETA: 4s 18/24 [=====================>........] - ETA: 3s 19/24 [======================>.......] - ETA: 3s 20/24 [========================>.....] - ETA: 2s 21/24 [=========================>....] - ETA: 1s 22/24 [==========================>...] - ETA: 1s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 15s 633ms/step Saving marginal footprints 2022-09-23_18-13-20: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//footprints 2022-09-23_18-13-20: 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/ENCSR977LVI//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR977LVI//chrombpnet_model_feb15_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 59s 3/24 [==>...........................] - ETA: 0s  5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 4s 61ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 50ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 11/24 [============>.................] - ETA: 0s 13/24 [===============>..............] - ETA: 0s 15/24 [=================>............] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - 1s 51ms/step 1/24 [>.............................] - ETA: 0s 3/24 [==>...........................] - ETA: 1s 5/24 [=====>........................] - ETA: 0s 7/24 [=======>......................] - ETA: 0s 9/24 [==========>...................] - ETA: 0s 10/24 [===========>..................] - ETA: 0s 12/24 [==============>...............] - ETA: 0s 14/24 [================>.............] - ETA: 0s 16/24 [===================>..........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 1s 50ms/step Saving marginal footprints